dist_args: --nproc_per_node=8 --nnodes=2 --node_rank=0 --master_addr=psx3edkxqk2e3okd-worker-0 --master_port=3400 [05/19 16:37:13 detectron2]: Rank of current process: 0. World size: 16 [05/19 16:37:32 detectron2]: Environment info: ---------------------- ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- sys.platform linux Python 3.9.19 | packaged by conda-forge | (main, Mar 20 2024, 12:50:21) [GCC 12.3.0] numpy 1.22.4 detectron2 0.6 @/workspace/wanghao/softs/miniconda3/envs/ovdino/lib/python3.9/site-packages/detectron2-0.6-py3.9-linux-x86_64.egg/detectron2 Compiler GCC 6.1 CUDA compiler CUDA 11.3 detectron2 arch flags /workspace/wanghao/softs/miniconda3/envs/ovdino/lib/python3.9/site-packages/detectron2-0.6-py3.9-linux-x86_64.egg/detectron2/_C.cpython-39-x86_64-linux-gnu.so; cannot find cuobjdump DETECTRON2_ENV_MODULE PyTorch 1.10.1 @/workspace/wanghao/softs/miniconda3/envs/ovdino/lib/python3.9/site-packages/torch PyTorch debug build False GPU available Yes GPU 0,1,2,3,4,5,6,7 NVIDIA A100-SXM4-80GB (arch=8.0) Driver version 470.103.01 CUDA_HOME /workspace/wanghao/projs/doing/OV-DINO/cuda - invalid! Pillow 9.2.0 torchvision 0.11.2 @/workspace/wanghao/softs/miniconda3/envs/ovdino/lib/python3.9/site-packages/torchvision torchvision arch flags /workspace/wanghao/softs/miniconda3/envs/ovdino/lib/python3.9/site-packages/torchvision/_C.so; cannot find cuobjdump fvcore 0.1.5.post20220512 iopath 0.1.9 cv2 4.6.0 ---------------------- ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.10.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, [05/19 16:37:32 detectron2]: Command line arguments: Namespace(config_file='/workspace/wanghao/projs/doing/OV-DINO/ovdino/projects/ovdino/configs/ovdino_swin-tiny224_bert-base_dino_objects365_v1_prompt_24ep.py', resume=True, eval_only=False, num_gpus=8, num_machines=2, machine_rank=0, dist_url='tcp://psx3edkxqk2e3okd-worker-0:3400', opts=['train.output_dir=/workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep', 'dataloader.evaluator.output_dir=/workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621']) [05/19 16:37:32 detectron2]: Contents of args.config_file=/workspace/wanghao/projs/doing/OV-DINO/ovdino/projects/ovdino/configs/ovdino_swin-tiny224_bert-base_dino_objects365_v1_prompt_24ep.py: import os import os.path as osp from detrex.config import get_config from .models.ovdino_swin_tiny224_bert_base import model model_root = os.getenv("MODEL_ROOT", "./detectron2_pretrained") swin_checkpoint = osp.join(model_root, "./swin", "swin_tiny_patch4_window7_224.pth") # get default config dataloader = get_config("common/data/o365_ovd.py").dataloader optimizer = get_config("common/optim.py").AdamW lr_multiplier = get_config( "common/pretrain_schedule.py" ).lr_multiplier_600k_bs64_24ep_two_steps_warmup train = get_config("common/train.py").train # modify training config train.init_checkpoint = swin_checkpoint train.output_dir = "./output/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep" # max training iterations, 600000 / 64 * 24 = 225000 -> 225000 train.max_iter = 225000 train.eval_period = 10000 train.log_period = 50 train.checkpointer.period = 10000 # gradient clipping for training train.clip_grad.enabled = True train.clip_grad.params.max_norm = 0.1 train.clip_grad.params.norm_type = 2 # set training devices train.device = "cuda" model.device = train.device # find_unused_parameters # train.ddp.find_unused_parameters = True # modify optimizer config optimizer.lr = 1e-4 optimizer.betas = (0.9, 0.999) optimizer.weight_decay = 1e-4 optimizer.params.lr_factor_func = lambda module_name: ( 0.1 if "language_backbone" in module_name else 1.0 ) # modify dataloader config dataloader.train.num_workers = 16 # please notice that this is total batch size. # surpose you're using 4 gpus for training and the batch size for # each gpu is 64/4 = 4 dataloader.train.total_batch_size = 64 # dump the testing results into output_dir for visualization dataloader.evaluator.output_dir = train.output_dir WARNING [05/19 16:37:32 d2.config.lazy]: The config contains objects that cannot serialize to a valid yaml. /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/config.yaml is human-readable but cannot be loaded. WARNING [05/19 16:37:32 d2.config.lazy]: Config is saved using cloudpickle at /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/config.yaml.pkl. [05/19 16:37:32 detectron2]: Full config saved to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/config.yaml [05/19 16:37:32 d2.utils.env]: Using a generated random seed 33091922 [05/19 16:38:03 detectron2]: Model: OVDINO( (backbone): SwinTransformer( (patch_embed): PatchEmbed( (proj): Conv2d(3, 96, kernel_size=(4, 4), stride=(4, 4)) (norm): LayerNorm((96,), eps=1e-05, elementwise_affine=True) ) (pos_drop): Dropout(p=0.0, inplace=False) (layers): ModuleList( (0): BasicLayer( (blocks): ModuleList( (0): SwinTransformerBlock( (norm1): LayerNorm((96,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=96, out_features=288, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=96, out_features=96, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): Identity() (norm2): LayerNorm((96,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=96, out_features=384, bias=True) (act): GELU() (fc2): Linear(in_features=384, out_features=96, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): SwinTransformerBlock( (norm1): LayerNorm((96,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=96, out_features=288, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=96, out_features=96, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.009) (norm2): LayerNorm((96,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=96, out_features=384, bias=True) (act): GELU() (fc2): Linear(in_features=384, out_features=96, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (downsample): PatchMerging( (reduction): Linear(in_features=384, out_features=192, bias=False) (norm): LayerNorm((384,), eps=1e-05, elementwise_affine=True) ) ) (1): BasicLayer( (blocks): ModuleList( (0): SwinTransformerBlock( (norm1): LayerNorm((192,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=192, out_features=576, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=192, out_features=192, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.018) (norm2): LayerNorm((192,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=192, out_features=768, bias=True) (act): GELU() (fc2): Linear(in_features=768, out_features=192, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): SwinTransformerBlock( (norm1): LayerNorm((192,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=192, out_features=576, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=192, out_features=192, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.027) (norm2): LayerNorm((192,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=192, out_features=768, bias=True) (act): GELU() (fc2): Linear(in_features=768, out_features=192, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (downsample): PatchMerging( (reduction): Linear(in_features=768, out_features=384, bias=False) (norm): LayerNorm((768,), eps=1e-05, elementwise_affine=True) ) ) (2): BasicLayer( (blocks): ModuleList( (0): SwinTransformerBlock( (norm1): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=384, out_features=1152, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=384, out_features=384, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.036) (norm2): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=384, out_features=1536, bias=True) (act): GELU() (fc2): Linear(in_features=1536, out_features=384, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): SwinTransformerBlock( (norm1): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=384, out_features=1152, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=384, out_features=384, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.045) (norm2): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=384, out_features=1536, bias=True) (act): GELU() (fc2): Linear(in_features=1536, out_features=384, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (2): SwinTransformerBlock( (norm1): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=384, out_features=1152, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=384, out_features=384, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.055) (norm2): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=384, out_features=1536, bias=True) (act): GELU() (fc2): Linear(in_features=1536, out_features=384, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (3): SwinTransformerBlock( (norm1): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=384, out_features=1152, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=384, out_features=384, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.064) (norm2): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=384, out_features=1536, bias=True) (act): GELU() (fc2): Linear(in_features=1536, out_features=384, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (4): SwinTransformerBlock( (norm1): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=384, out_features=1152, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=384, out_features=384, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.073) (norm2): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=384, out_features=1536, bias=True) (act): GELU() (fc2): Linear(in_features=1536, out_features=384, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (5): SwinTransformerBlock( (norm1): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=384, out_features=1152, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=384, out_features=384, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.082) (norm2): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=384, out_features=1536, bias=True) (act): GELU() (fc2): Linear(in_features=1536, out_features=384, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (downsample): PatchMerging( (reduction): Linear(in_features=1536, out_features=768, bias=False) (norm): LayerNorm((1536,), eps=1e-05, elementwise_affine=True) ) ) (3): BasicLayer( (blocks): ModuleList( (0): SwinTransformerBlock( (norm1): LayerNorm((768,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.091) (norm2): LayerNorm((768,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU() (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): SwinTransformerBlock( (norm1): LayerNorm((768,), eps=1e-05, elementwise_affine=True) (attn): WindowAttention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) (softmax): Softmax(dim=-1) ) (drop_path): DropPath(drop_prob=0.100) (norm2): LayerNorm((768,), eps=1e-05, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU() (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) ) ) (norm1): LayerNorm((192,), eps=1e-05, elementwise_affine=True) (norm2): LayerNorm((384,), eps=1e-05, elementwise_affine=True) (norm3): LayerNorm((768,), eps=1e-05, elementwise_affine=True) ) (language_backbone): BERTEncoder( (lang_model): BertModel( (embeddings): BertEmbeddings( (word_embeddings): Embedding(30522, 768, padding_idx=0) (position_embeddings): Embedding(512, 768) (token_type_embeddings): Embedding(2, 768) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) (encoder): BertEncoder( (layer): ModuleList( (0): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (1): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (2): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (3): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (4): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (5): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (6): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (7): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (8): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (9): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (10): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (11): BertLayer( (attention): BertAttention( (self): BertSelfAttention( (query): Linear(in_features=768, out_features=768, bias=True) (key): Linear(in_features=768, out_features=768, bias=True) (value): Linear(in_features=768, out_features=768, bias=True) (dropout): Dropout(p=0.1, inplace=False) ) (output): BertSelfOutput( (dense): Linear(in_features=768, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) (intermediate): BertIntermediate( (dense): Linear(in_features=768, out_features=3072, bias=True) (intermediate_act_fn): GELUActivation() ) (output): BertOutput( (dense): Linear(in_features=3072, out_features=768, bias=True) (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True) (dropout): Dropout(p=0.1, inplace=False) ) ) ) ) ) ) (position_embedding): PositionEmbeddingSine() (neck): ChannelMapper( (convs): ModuleList( (0): ConvNormAct( (conv): Conv2d(192, 256, kernel_size=(1, 1), stride=(1, 1)) (norm): GroupNorm(32, 256, eps=1e-05, affine=True) ) (1): ConvNormAct( (conv): Conv2d(384, 256, kernel_size=(1, 1), stride=(1, 1)) (norm): GroupNorm(32, 256, eps=1e-05, affine=True) ) (2): ConvNormAct( (conv): Conv2d(768, 256, kernel_size=(1, 1), stride=(1, 1)) (norm): GroupNorm(32, 256, eps=1e-05, affine=True) ) ) (extra_convs): ModuleList( (0): ConvNormAct( (conv): Conv2d(768, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1)) (norm): GroupNorm(32, 256, eps=1e-05, affine=True) ) ) ) (transformer): DINOTransformer( (encoder): DINOTransformerEncoder( (layers): ModuleList( (0): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (1): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (2): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (3): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (4): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (5): BaseTransformerLayer( (attentions): ModuleList( (0): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) ) (ffns): ModuleList( (0): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) ) ) (decoder): DINOTransformerDecoder( (layers): ModuleList( (0): GatedTransformerLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) (1): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) (2): GatedMultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) ) (ffns): ModuleList( (0): GatedFFN( (activation): ReLU(inplace=True) (ffn): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) (1): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (3): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (4): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (1): GatedTransformerLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) (1): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) (2): GatedMultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) ) (ffns): ModuleList( (0): GatedFFN( (activation): ReLU(inplace=True) (ffn): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) (1): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (3): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (4): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (2): GatedTransformerLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) (1): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) (2): GatedMultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) ) (ffns): ModuleList( (0): GatedFFN( (activation): ReLU(inplace=True) (ffn): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) (1): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (3): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (4): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (3): GatedTransformerLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) (1): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) (2): GatedMultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) ) (ffns): ModuleList( (0): GatedFFN( (activation): ReLU(inplace=True) (ffn): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) (1): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (3): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (4): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (4): GatedTransformerLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) (1): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) (2): GatedMultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) ) (ffns): ModuleList( (0): GatedFFN( (activation): ReLU(inplace=True) (ffn): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) (1): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (3): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (4): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) (5): GatedTransformerLayer( (attentions): ModuleList( (0): MultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) (1): MultiScaleDeformableAttention( (dropout): Dropout(p=0.0, inplace=False) (sampling_offsets): Linear(in_features=256, out_features=256, bias=True) (attention_weights): Linear(in_features=256, out_features=128, bias=True) (value_proj): Linear(in_features=256, out_features=256, bias=True) (output_proj): Linear(in_features=256, out_features=256, bias=True) ) (2): GatedMultiheadAttention( (attn): MultiheadAttention( (out_proj): NonDynamicallyQuantizableLinear(in_features=256, out_features=256, bias=True) ) (proj_drop): Dropout(p=0.0, inplace=False) ) ) (ffns): ModuleList( (0): GatedFFN( (activation): ReLU(inplace=True) (ffn): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) (1): FFN( (activation): ReLU(inplace=True) (layers): Sequential( (0): Sequential( (0): Linear(in_features=256, out_features=2048, bias=True) (1): ReLU(inplace=True) (2): Dropout(p=0.0, inplace=False) ) (1): Linear(in_features=2048, out_features=256, bias=True) (2): Dropout(p=0.0, inplace=False) ) ) ) (norms): ModuleList( (0): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (1): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (2): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (3): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (4): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) ) ) (ref_point_head): MLP( (layers): ModuleList( (0): Linear(in_features=512, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) ) ) (norm): LayerNorm((256,), eps=1e-05, elementwise_affine=True) (class_embed): ModuleList( (0): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (1): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (2): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (3): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (4): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (5): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (6): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) ) (bbox_embed): ModuleList( (0): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (1): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (2): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (3): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (4): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (5): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (6): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) ) ) (tgt_embed): Embedding(900, 256) (enc_output): Linear(in_features=256, out_features=256, bias=True) (enc_output_norm): LayerNorm((256,), eps=1e-05, elementwise_affine=True) ) (class_embed): ModuleList( (0): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (1): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (2): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (3): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (4): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (5): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) (6): ClassEmbed( (lang_embed_proj): Linear(in_features=768, out_features=256, bias=True) (lang_bias): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 768]) (lang_bias0): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) (lang_log_scale): ParameterList( (0): Parameter containing: [torch.FloatTensor of size 1]) ) ) (bbox_embed): ModuleList( (0): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (1): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (2): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (3): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (4): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (5): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) (6): MLP( (layers): ModuleList( (0): Linear(in_features=256, out_features=256, bias=True) (1): Linear(in_features=256, out_features=256, bias=True) (2): Linear(in_features=256, out_features=4, bias=True) ) ) ) (criterion): Criterion DINOCriterion matcher: Matcher HungarianMatcher cost_class: 2.0 cost_bbox: 5.0 cost_giou: 2.0 cost_class_type: focal_loss_cost focal cost alpha: 0.25 focal cost gamma: 2.0 losses: ['class', 'boxes'] loss_class_type: focal_loss weight_dict: {'loss_class': 1, 'loss_bbox': 5.0, 'loss_giou': 2.0, 'loss_class_dn': 1, 'loss_bbox_dn': 5.0, 'loss_giou_dn': 2.0, 'loss_class_enc': 1, 'loss_bbox_enc': 5.0, 'loss_giou_enc': 2.0, 'loss_class_dn_enc': 1, 'loss_bbox_dn_enc': 5.0, 'loss_giou_dn_enc': 2.0, 'loss_class_bcls_enc': 1, 'loss_bbox_bcls_enc': 5.0, 'loss_giou_bcls_enc': 2.0, 'loss_class_dn_bcls_enc': 1, 'loss_bbox_dn_bcls_enc': 5.0, 'loss_giou_dn_bcls_enc': 2.0, 'loss_class_0': 1, 'loss_bbox_0': 5.0, 'loss_giou_0': 2.0, 'loss_class_dn_0': 1, 'loss_bbox_dn_0': 5.0, 'loss_giou_dn_0': 2.0, 'loss_class_1': 1, 'loss_bbox_1': 5.0, 'loss_giou_1': 2.0, 'loss_class_dn_1': 1, 'loss_bbox_dn_1': 5.0, 'loss_giou_dn_1': 2.0, 'loss_class_2': 1, 'loss_bbox_2': 5.0, 'loss_giou_2': 2.0, 'loss_class_dn_2': 1, 'loss_bbox_dn_2': 5.0, 'loss_giou_dn_2': 2.0, 'loss_class_3': 1, 'loss_bbox_3': 5.0, 'loss_giou_3': 2.0, 'loss_class_dn_3': 1, 'loss_bbox_dn_3': 5.0, 'loss_giou_dn_3': 2.0, 'loss_class_4': 1, 'loss_bbox_4': 5.0, 'loss_giou_4': 2.0, 'loss_class_dn_4': 1, 'loss_bbox_dn_4': 5.0, 'loss_giou_dn_4': 2.0} num_classes: 150 eos_coef: None focal loss alpha: 0.25 focal loss gamma: 2.0 (label_enc): Embedding(150, 256) ) Loaded 608606 data points from o365v1_train_ovd_unipro, template: full Sample: ['a close-up photo of a person.', 'a low resolution photo of a sneakers.', 'a pixelated photo of the chair.', 'a bad photo of a hat.', 'the lamp in a video game.', 'a close-up photo of a bottle.', 'a plushie cabinet/shelf.', 'a photo of a weird cup.', 'art of the car.', 'a painting of the glasses.', 'a photo of my picture/frame.', 'a close-up photo of the desk.', 'a jpeg corrupted photo of the handbag.', 'a doodle of the steak.', 'a doodle of the table tennis paddle.', 'a photo of a weird wheelchair.', 'the jellyfish in a video game.', 'a drawing of the leather shoes.', 'art of the globe.', 'a jpeg corrupted photo of the rice cooker.', 'a good photo of a tent.', 'a close-up photo of the cookies.', 'a dark photo of the medal.', 'a good photo of a oven.', 'a dark photo of a high heels.', 'a cropped photo of the slippers.', 'a photo of a weird soccer.', 'itap of the tripod.', 'a close-up photo of a faucet.', 'a photo of the small pot/pan.', 'a photo of a dirty rice.', 'a photo of many green beans.', 'a toy head phone.', 'a pixelated photo of the seal.', 'a bad photo of the keyboard.', 'a embroidered candle.', 'the plushie bus.', 'a blurry photo of a toothbrush.', 'a cartoon slide.', 'a plushie screwdriver.', 'a painting of a volleyball.', 'a sculpture of the asparagus.', 'art of the skateboard.', 'a sketch of the hurdle.', 'a bad photo of the rickshaw.', 'art of the eraser.', 'graffiti of a ice cream.', 'a embroidered cabbage.', 'a doodle of a toaster.', 'a photo of one air conditioner.', 'art of the monkey.', 'the toy bear.', 'a tattoo of the wild bird.', 'a photo of my street lights.', 'the origami power outlet.', 'a photo of a small banana.', 'a bright photo of a carrot.', 'a photo of a weird nuts.', 'art of the pickup truck.', 'a rendering of the suv.', 'a black and white photo of the lighter.', 'the cartoon scallop.', 'art of the helmet.', 'a photo of the small camel.', 'a photo of the weird swing.', 'a bright photo of a microphone.', 'a drawing of a suitcase.', 'a photo of a weird towel/napkin.', 'a photo of a hard to see pen/pencil.', 'a rendering of a surveillance camera.', 'a black and white photo of the tissue.', 'a photo of a shark.', 'a plushie radish.', 'a plastic hotair balloon.', 'a cartoon umbrella.', 'a photo of a weird pencilcase.', 'a close-up photo of the dumbbell.', 'a photo of the noodles.', 'a sketch of a tangerine.', 'the cartoon mangosteen.', 'a bright photo of the sailboat.', 'a photo of a nice extension cord.', 'a rendition of the watermelon.', 'a photo of a weird stroller.', 'a toy strawberry.', 'a close-up photo of the egg.', 'a toy eggplant.', 'a sketch of the pizza.', 'a photo of a small pumpkin.', 'a cropped photo of the skating and skiing shoes.', 'a bad photo of a gun.', 'a photo of a clean saw.', 'a tattoo of a grapes.', 'a bright photo of the eagle.', 'a photo of my marker.', 'a pixelated photo of a electric drill.', 'a photo of one tennis ball.', 'graffiti of a remote.', 'a painting of the knife.', 'a drawing of a durian.', 'a plushie fire extinguisher.', 'a bad photo of a pig.', 'art of a toilet.', 'a photo of a nice barbell.', 'a jpeg corrupted photo of the mirror.', 'a photo of the nice cat.', 'a pixelated photo of a tennis racket.', 'a photo of a dirty machinery vehicle.', 'a photo of a nice hot dog.', 'art of the backpack.', 'a photo of a hard to see facial cleanser.', 'a jpeg corrupted photo of a garlic.', 'the race car in a video game.', 'a cropped photo of the penguin.', 'a drawing of a book.', 'itap of my flag.', 'a cartoon iron.', 'a close-up photo of the fish.', 'a sculpture ofthe clock.', 'a blurry photo of a giraffe.', 'a cartoon ambulance.', 'a dark photo of the bread.', 'a painting of a crane.', 'a close-up photo of a paddle.', 'a photo of a cool baseball bat.', 'a sketch of a lettuce.', 'a plastic tape.', 'the plastic american football.', 'a jpeg corrupted photo of the brush.', 'a plushie saxophone.', 'the embroidered hamimelon.', 'itap of a skis.', 'a pixelated photo of a game board.', 'a cropped photo of a coconut.', 'a photo of my vase.', 'graffiti of the wine glass.', 'graffiti of a nightstand.', 'a photo of the hard to see butterfly.', 'a photo of the nice cd.', 'a black and white photo of the duck.', 'a toyspeaker.', 'a photo of the large horn.', 'the embroidered fan.', 'a photo of the cool basketball.', 'a embroidered coffee machine.', 'a cartoon tricycle.', 'a photo of the nice pillow.', 'a cropped photo of the microscope.', 'a rendition of the papaya.', 'a jpeg corrupted photo of a pepper.'] [05/19 16:41:01 d2.data.build]: Removed 8137 images with no usable annotations. 600469 images left. [05/19 16:41:26 d2.data.build]: Distribution of instances among all 365 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:-------------:|:-------------|:-------------:|:-------------| | person | 2299259 | sneakers | 1345076 | chair | 1044007 | | hat | 909240 | lamp | 728811 | bottle | 581392 | | cabinet/shelf | 446543 | cup | 334074 | car | 249066 | | glasses | 183132 | picture/frame | 132346 | desk | 93923 | | handbag | 65301 | street lights | 45178 | book | 30894 | | plate | 20016 | helmet | 12844 | leather shoes | 8221 | | pillow | 5127 | glove | 3047 | potted plant | 1871 | | bracelet | 1157 | flower | 701 | tv | 416 | | storage box | 241 | vase | 154 | bench | 78 | | wine glass | 48 | boots | 17 | bowl | 11 | | dining table | 6 | umbrella | 2 | boat | 1 | | flag | 0 | speaker | 0 | trash bin/can | 0 | | stool | 0 | backpack | 0 | couch | 0 | | belt | 0 | carpet | 0 | basket | 0 | | towel/napkin | 0 | slippers | 0 | barrel/bucket | 0 | | coffee table | 0 | suv | 0 | toy | 0 | | tie | 0 | bed | 0 | traffic light | 0 | | pen/pencil | 0 | microphone | 0 | sandals | 0 | | canned | 0 | necklace | 0 | mirror | 0 | | faucet | 0 | bicycle | 0 | bread | 0 | | high heels | 0 | ring | 0 | van | 0 | | watch | 0 | sink | 0 | horse | 0 | | fish | 0 | apple | 0 | camera | 0 | | candle | 0 | teddy bear | 0 | cake | 0 | | motorcycle | 0 | wild bird | 0 | laptop | 0 | | knife | 0 | traffic sign | 0 | cell phone | 0 | | paddle | 0 | truck | 0 | cow | 0 | | power outlet | 0 | clock | 0 | drum | 0 | | fork | 0 | bus | 0 | hanger | 0 | | nightstand | 0 | pot/pan | 0 | sheep | 0 | | guitar | 0 | traffic cone | 0 | tea pot | 0 | | keyboard | 0 | tripod | 0 | hockey | 0 | | fan | 0 | dog | 0 | spoon | 0 | | blackboard/.. | 0 | balloon | 0 | air conditi.. | 0 | | cymbal | 0 | mouse | 0 | telephone | 0 | | pickup truck | 0 | orange | 0 | banana | 0 | | airplane | 0 | luggage | 0 | skis | 0 | | soccer | 0 | trolley | 0 | oven | 0 | | remote | 0 | baseball gl.. | 0 | paper towel | 0 | | refrigerator | 0 | train | 0 | tomato | 0 | | machinery v.. | 0 | tent | 0 | shampoo/sho.. | 0 | | head phone | 0 | lantern | 0 | donut | 0 | | cleaning pr.. | 0 | sailboat | 0 | tangerine | 0 | | pizza | 0 | kite | 0 | computer box | 0 | | elephant | 0 | toiletries | 0 | gas stove | 0 | | broccoli | 0 | toilet | 0 | stroller | 0 | | shovel | 0 | baseball bat | 0 | microwave | 0 | | skateboard | 0 | surfboard | 0 | surveillanc.. | 0 | | gun | 0 | life saver | 0 | cat | 0 | | lemon | 0 | liquid soap | 0 | zebra | 0 | | duck | 0 | sports car | 0 | giraffe | 0 | | pumpkin | 0 | piano | 0 | stop sign | 0 | | radiator | 0 | converter | 0 | tissue | 0 | | carrot | 0 | washing mac.. | 0 | vent | 0 | | cookies | 0 | cutting/cho.. | 0 | tennis racket | 0 | | candy | 0 | skating and.. | 0 | scissors | 0 | | folder | 0 | baseball | 0 | strawberry | 0 | | bow tie | 0 | pigeon | 0 | pepper | 0 | | coffee mach.. | 0 | bathtub | 0 | snowboard | 0 | | suitcase | 0 | grapes | 0 | ladder | 0 | | pear | 0 | american fo.. | 0 | basketball | 0 | | potato | 0 | paint brush | 0 | printer | 0 | | billiards | 0 | fire hydrant | 0 | goose | 0 | | projector | 0 | sausage | 0 | fire exting.. | 0 | | extension c.. | 0 | facial mask | 0 | tennis ball | 0 | | chopsticks | 0 | electronic .. | 0 | pie | 0 | | frisbee | 0 | kettle | 0 | hamburger | 0 | | golf club | 0 | cucumber | 0 | clutch | 0 | | blender | 0 | tong | 0 | slide | 0 | | hot dog | 0 | toothbrush | 0 | facial clea.. | 0 | | mango | 0 | deer | 0 | egg | 0 | | violin | 0 | marker | 0 | ship | 0 | | chicken | 0 | onion | 0 | ice cream | 0 | | tape | 0 | wheelchair | 0 | plum | 0 | | bar soap | 0 | scale | 0 | watermelon | 0 | | cabbage | 0 | router/modem | 0 | golf ball | 0 | | pine apple | 0 | crane | 0 | fire truck | 0 | | peach | 0 | cello | 0 | notepaper | 0 | | tricycle | 0 | toaster | 0 | helicopter | 0 | | green beans | 0 | brush | 0 | carriage | 0 | | cigar | 0 | earphone | 0 | penguin | 0 | | hurdle | 0 | swing | 0 | radio | 0 | | CD | 0 | parking meter | 0 | swan | 0 | | garlic | 0 | french fries | 0 | horn | 0 | | avocado | 0 | saxophone | 0 | trumpet | 0 | | sandwich | 0 | cue | 0 | kiwi fruit | 0 | | bear | 0 | fishing rod | 0 | cherry | 0 | | tablet | 0 | green veget.. | 0 | nuts | 0 | | corn | 0 | key | 0 | screwdriver | 0 | | globe | 0 | broom | 0 | pliers | 0 | | volleyball | 0 | hammer | 0 | eggplant | 0 | | trophy | 0 | dates | 0 | board eraser | 0 | | rice | 0 | tape measur.. | 0 | dumbbell | 0 | | hamimelon | 0 | stapler | 0 | camel | 0 | | lettuce | 0 | goldfish | 0 | meat balls | 0 | | medal | 0 | toothpaste | 0 | antelope | 0 | | shrimp | 0 | rickshaw | 0 | trombone | 0 | | pomegranate | 0 | coconut | 0 | jellyfish | 0 | | mushroom | 0 | calculator | 0 | treadmill | 0 | | butterfly | 0 | egg tart | 0 | cheese | 0 | | pig | 0 | pomelo | 0 | race car | 0 | | rice cooker | 0 | tuba | 0 | crosswalk s.. | 0 | | papaya | 0 | hair drier | 0 | green onion | 0 | | chips | 0 | dolphin | 0 | sushi | 0 | | urinal | 0 | donkey | 0 | electric dr.. | 0 | | spring rolls | 0 | tortoise/tu.. | 0 | parrot | 0 | | flute | 0 | measuring cup | 0 | shark | 0 | | steak | 0 | poker card | 0 | binoculars | 0 | | llama | 0 | radish | 0 | noodles | 0 | | yak | 0 | mop | 0 | crab | 0 | | microscope | 0 | barbell | 0 | bread/bun | 0 | | baozi | 0 | lion | 0 | red cabbage | 0 | | polar bear | 0 | lighter | 0 | seal | 0 | | mangosteen | 0 | comb | 0 | eraser | 0 | | pitaya | 0 | scallop | 0 | pencil case | 0 | | saw | 0 | table tenni.. | 0 | okra | 0 | | starfish | 0 | eagle | 0 | monkey | 0 | | durian | 0 | game board | 0 | rabbit | 0 | | french horn | 0 | ambulance | 0 | asparagus | 0 | | hoverboard | 0 | pasta | 0 | target | 0 | | hotair ball.. | 0 | chainsaw | 0 | lobster | 0 | | iron | 0 | flashlight | 0 | | | | total | 8542200 | | | | | [05/19 16:41:26 d2.data.common]: Serializing 600469 elements to byte tensors and concatenating them all ... [05/19 16:41:44 d2.data.common]: Serialized dataset takes 3269.81 MiB [05/19 16:41:59 fvcore.common.checkpoint]: [Checkpointer] Loading from /workspace/wanghao/projs/doing/OV-DINO/inits/./swin/swin_tiny_patch4_window7_224.pth ... WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.bias in checkpoint is torch.Size([768]), while shape of neck.convs.0.norm.bias in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.bias will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.weight in checkpoint is torch.Size([768]), while shape of neck.convs.0.norm.weight in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.weight will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.bias in checkpoint is torch.Size([768]), while shape of neck.convs.1.norm.bias in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.bias will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.weight in checkpoint is torch.Size([768]), while shape of neck.convs.1.norm.weight in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.weight will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.bias in checkpoint is torch.Size([768]), while shape of neck.convs.2.norm.bias in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.bias will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.weight in checkpoint is torch.Size([768]), while shape of neck.convs.2.norm.weight in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.weight will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.bias in checkpoint is torch.Size([768]), while shape of neck.extra_convs.0.norm.bias in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.bias will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.weight in checkpoint is torch.Size([768]), while shape of neck.extra_convs.0.norm.weight in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.weight will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.bias in checkpoint is torch.Size([768]), while shape of transformer.decoder.norm.bias in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.bias will not be loaded. Please double check and see if this is desired. WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Shape of norm.weight in checkpoint is torch.Size([768]), while shape of transformer.decoder.norm.weight in model is torch.Size([256]). WARNING [05/19 16:41:59 d2.checkpoint.c2_model_loading]: norm.weight will not be loaded. Please double check and see if this is desired. [05/19 16:41:59 d2.checkpoint.c2_model_loading]: Following weights matched with submodule backbone - Total num: 68 WARNING [05/19 16:41:59 fvcore.common.checkpoint]: Some model parameters or buffers are not found in the checkpoint: backbone.norm1.{bias, weight} backbone.norm2.{bias, weight} backbone.norm3.{bias, weight} bbox_embed.0.layers.0.{bias, weight} bbox_embed.0.layers.1.{bias, weight} bbox_embed.0.layers.2.{bias, weight} bbox_embed.1.layers.0.{bias, weight} bbox_embed.1.layers.1.{bias, weight} bbox_embed.1.layers.2.{bias, weight} bbox_embed.2.layers.0.{bias, weight} bbox_embed.2.layers.1.{bias, weight} bbox_embed.2.layers.2.{bias, weight} bbox_embed.3.layers.0.{bias, weight} bbox_embed.3.layers.1.{bias, weight} bbox_embed.3.layers.2.{bias, weight} bbox_embed.4.layers.0.{bias, weight} bbox_embed.4.layers.1.{bias, weight} bbox_embed.4.layers.2.{bias, weight} bbox_embed.5.layers.0.{bias, weight} bbox_embed.5.layers.1.{bias, weight} bbox_embed.5.layers.2.{bias, weight} 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transformer.decoder.layers.3.norms.1.{bias, weight} transformer.decoder.layers.3.norms.2.{bias, weight} transformer.decoder.layers.3.norms.3.{bias, weight} transformer.decoder.layers.3.norms.4.{bias, weight} transformer.decoder.layers.4.attentions.0.attn.out_proj.{bias, weight} transformer.decoder.layers.4.attentions.0.attn.{in_proj_bias, in_proj_weight} transformer.decoder.layers.4.attentions.1.attention_weights.{bias, weight} transformer.decoder.layers.4.attentions.1.output_proj.{bias, weight} transformer.decoder.layers.4.attentions.1.sampling_offsets.{bias, weight} transformer.decoder.layers.4.attentions.1.value_proj.{bias, weight} transformer.decoder.layers.4.attentions.2.attn.out_proj.{bias, weight} transformer.decoder.layers.4.attentions.2.attn.{in_proj_bias, in_proj_weight} transformer.decoder.layers.4.attentions.2.gate transformer.decoder.layers.4.ffns.0.ffn.0.0.{bias, weight} transformer.decoder.layers.4.ffns.0.ffn.1.{bias, weight} transformer.decoder.layers.4.ffns.0.gate transformer.decoder.layers.4.ffns.1.layers.0.0.{bias, weight} transformer.decoder.layers.4.ffns.1.layers.1.{bias, weight} transformer.decoder.layers.4.norms.0.{bias, weight} transformer.decoder.layers.4.norms.1.{bias, weight} transformer.decoder.layers.4.norms.2.{bias, weight} transformer.decoder.layers.4.norms.3.{bias, weight} transformer.decoder.layers.4.norms.4.{bias, weight} transformer.decoder.layers.5.attentions.0.attn.out_proj.{bias, weight} transformer.decoder.layers.5.attentions.0.attn.{in_proj_bias, in_proj_weight} transformer.decoder.layers.5.attentions.1.attention_weights.{bias, weight} transformer.decoder.layers.5.attentions.1.output_proj.{bias, weight} transformer.decoder.layers.5.attentions.1.sampling_offsets.{bias, weight} transformer.decoder.layers.5.attentions.1.value_proj.{bias, weight} transformer.decoder.layers.5.attentions.2.attn.out_proj.{bias, weight} transformer.decoder.layers.5.attentions.2.attn.{in_proj_bias, in_proj_weight} transformer.decoder.layers.5.attentions.2.gate transformer.decoder.layers.5.ffns.0.ffn.0.0.{bias, weight} transformer.decoder.layers.5.ffns.0.ffn.1.{bias, weight} transformer.decoder.layers.5.ffns.0.gate transformer.decoder.layers.5.ffns.1.layers.0.0.{bias, weight} transformer.decoder.layers.5.ffns.1.layers.1.{bias, weight} transformer.decoder.layers.5.norms.0.{bias, weight} transformer.decoder.layers.5.norms.1.{bias, weight} transformer.decoder.layers.5.norms.2.{bias, weight} transformer.decoder.layers.5.norms.3.{bias, weight} transformer.decoder.layers.5.norms.4.{bias, weight} transformer.decoder.norm.{bias, weight} transformer.decoder.ref_point_head.layers.0.{bias, weight} transformer.decoder.ref_point_head.layers.1.{bias, weight} transformer.enc_output.{bias, weight} transformer.enc_output_norm.{bias, weight} transformer.encoder.layers.0.attentions.0.attention_weights.{bias, weight} transformer.encoder.layers.0.attentions.0.output_proj.{bias, weight} transformer.encoder.layers.0.attentions.0.sampling_offsets.{bias, weight} transformer.encoder.layers.0.attentions.0.value_proj.{bias, weight} transformer.encoder.layers.0.ffns.0.layers.0.0.{bias, weight} transformer.encoder.layers.0.ffns.0.layers.1.{bias, weight} transformer.encoder.layers.0.norms.0.{bias, weight} transformer.encoder.layers.0.norms.1.{bias, weight} transformer.encoder.layers.1.attentions.0.attention_weights.{bias, weight} transformer.encoder.layers.1.attentions.0.output_proj.{bias, weight} transformer.encoder.layers.1.attentions.0.sampling_offsets.{bias, weight} transformer.encoder.layers.1.attentions.0.value_proj.{bias, weight} transformer.encoder.layers.1.ffns.0.layers.0.0.{bias, weight} transformer.encoder.layers.1.ffns.0.layers.1.{bias, weight} transformer.encoder.layers.1.norms.0.{bias, weight} transformer.encoder.layers.1.norms.1.{bias, weight} transformer.encoder.layers.2.attentions.0.attention_weights.{bias, weight} transformer.encoder.layers.2.attentions.0.output_proj.{bias, weight} transformer.encoder.layers.2.attentions.0.sampling_offsets.{bias, weight} transformer.encoder.layers.2.attentions.0.value_proj.{bias, weight} transformer.encoder.layers.2.ffns.0.layers.0.0.{bias, weight} transformer.encoder.layers.2.ffns.0.layers.1.{bias, weight} transformer.encoder.layers.2.norms.0.{bias, weight} transformer.encoder.layers.2.norms.1.{bias, weight} transformer.encoder.layers.3.attentions.0.attention_weights.{bias, weight} transformer.encoder.layers.3.attentions.0.output_proj.{bias, weight} transformer.encoder.layers.3.attentions.0.sampling_offsets.{bias, weight} transformer.encoder.layers.3.attentions.0.value_proj.{bias, weight} transformer.encoder.layers.3.ffns.0.layers.0.0.{bias, weight} transformer.encoder.layers.3.ffns.0.layers.1.{bias, weight} transformer.encoder.layers.3.norms.0.{bias, weight} transformer.encoder.layers.3.norms.1.{bias, weight} transformer.encoder.layers.4.attentions.0.attention_weights.{bias, weight} transformer.encoder.layers.4.attentions.0.output_proj.{bias, weight} transformer.encoder.layers.4.attentions.0.sampling_offsets.{bias, weight} transformer.encoder.layers.4.attentions.0.value_proj.{bias, weight} transformer.encoder.layers.4.ffns.0.layers.0.0.{bias, weight} transformer.encoder.layers.4.ffns.0.layers.1.{bias, weight} transformer.encoder.layers.4.norms.0.{bias, weight} transformer.encoder.layers.4.norms.1.{bias, weight} transformer.encoder.layers.5.attentions.0.attention_weights.{bias, weight} transformer.encoder.layers.5.attentions.0.output_proj.{bias, weight} transformer.encoder.layers.5.attentions.0.sampling_offsets.{bias, weight} transformer.encoder.layers.5.attentions.0.value_proj.{bias, weight} transformer.encoder.layers.5.ffns.0.layers.0.0.{bias, weight} transformer.encoder.layers.5.ffns.0.layers.1.{bias, weight} transformer.encoder.layers.5.norms.0.{bias, weight} transformer.encoder.layers.5.norms.1.{bias, weight} transformer.level_embeds transformer.tgt_embed.weight WARNING [05/19 16:41:59 fvcore.common.checkpoint]: The checkpoint state_dict contains keys that are not used by the model: head.{bias, weight} layers.0.blocks.1.attn_mask layers.1.blocks.1.attn_mask layers.2.blocks.1.attn_mask layers.2.blocks.3.attn_mask layers.2.blocks.5.attn_mask norm.{bias, weight} [05/19 16:42:00 d2.engine.train_loop]: Starting training from iteration 0 [05/19 16:51:13 d2.utils.events]: eta: 2 days, 21:11:50 iter: 49 total_loss: 42.65 loss_class: 1.016 loss_bbox: 0.9621 loss_giou: 1.601 loss_class_0: 1.011 loss_bbox_0: 0.9874 loss_giou_0: 1.614 loss_class_1: 1.016 loss_bbox_1: 0.971 loss_giou_1: 1.609 loss_class_2: 1.02 loss_bbox_2: 0.9702 loss_giou_2: 1.602 loss_class_3: 0.9996 loss_bbox_3: 0.9661 loss_giou_3: 1.602 loss_class_4: 1.004 loss_bbox_4: 0.9646 loss_giou_4: 1.598 loss_class_enc: 1.003 loss_bbox_enc: 0.9704 loss_giou_enc: 1.602 loss_class_dn: 0.8411 loss_bbox_dn: 0.6741 loss_giou_dn: 1.348 loss_class_dn_0: 0.8872 loss_bbox_dn_0: 0.6738 loss_giou_dn_0: 1.347 loss_class_dn_1: 0.8529 loss_bbox_dn_1: 0.6738 loss_giou_dn_1: 1.347 loss_class_dn_2: 0.8382 loss_bbox_dn_2: 0.6739 loss_giou_dn_2: 1.347 loss_class_dn_3: 0.8463 loss_bbox_dn_3: 0.6739 loss_giou_dn_3: 1.348 loss_class_dn_4: 0.8511 loss_bbox_dn_4: 0.674 loss_giou_dn_4: 1.348 time: 1.1215 data_time: 0.1178 lr: 4.9951e-06 max_mem: 33998M [05/19 16:52:08 d2.utils.events]: eta: 2 days, 20:56:23 iter: 99 total_loss: 39.97 loss_class: 0.9667 loss_bbox: 0.8665 loss_giou: 1.44 loss_class_0: 0.9723 loss_bbox_0: 0.9005 loss_giou_0: 1.469 loss_class_1: 0.9695 loss_bbox_1: 0.8887 loss_giou_1: 1.46 loss_class_2: 0.9688 loss_bbox_2: 0.881 loss_giou_2: 1.453 loss_class_3: 0.9597 loss_bbox_3: 0.8749 loss_giou_3: 1.447 loss_class_4: 0.9591 loss_bbox_4: 0.8707 loss_giou_4: 1.443 loss_class_enc: 0.98 loss_bbox_enc: 0.8848 loss_giou_enc: 1.459 loss_class_dn: 0.777 loss_bbox_dn: 0.6809 loss_giou_dn: 1.36 loss_class_dn_0: 0.7497 loss_bbox_dn_0: 0.6766 loss_giou_dn_0: 1.35 loss_class_dn_1: 0.7283 loss_bbox_dn_1: 0.677 loss_giou_dn_1: 1.351 loss_class_dn_2: 0.7388 loss_bbox_dn_2: 0.6778 loss_giou_dn_2: 1.353 loss_class_dn_3: 0.7366 loss_bbox_dn_3: 0.6789 loss_giou_dn_3: 1.356 loss_class_dn_4: 0.7504 loss_bbox_dn_4: 0.6798 loss_giou_dn_4: 1.357 time: 1.1133 data_time: 0.1025 lr: 9.9901e-06 max_mem: 33998M [05/19 16:53:04 d2.utils.events]: eta: 2 days, 20:40:06 iter: 149 total_loss: 37.88 loss_class: 0.8882 loss_bbox: 0.8435 loss_giou: 1.379 loss_class_0: 0.9179 loss_bbox_0: 0.8643 loss_giou_0: 1.395 loss_class_1: 0.8997 loss_bbox_1: 0.8538 loss_giou_1: 1.386 loss_class_2: 0.8877 loss_bbox_2: 0.8503 loss_giou_2: 1.383 loss_class_3: 0.881 loss_bbox_3: 0.8485 loss_giou_3: 1.382 loss_class_4: 0.8803 loss_bbox_4: 0.8462 loss_giou_4: 1.38 loss_class_enc: 0.9244 loss_bbox_enc: 0.8446 loss_giou_enc: 1.382 loss_class_dn: 0.6178 loss_bbox_dn: 0.6947 loss_giou_dn: 1.36 loss_class_dn_0: 0.6393 loss_bbox_dn_0: 0.693 loss_giou_dn_0: 1.347 loss_class_dn_1: 0.6156 loss_bbox_dn_1: 0.6941 loss_giou_dn_1: 1.351 loss_class_dn_2: 0.6118 loss_bbox_dn_2: 0.6949 loss_giou_dn_2: 1.354 loss_class_dn_3: 0.6079 loss_bbox_dn_3: 0.6953 loss_giou_dn_3: 1.357 loss_class_dn_4: 0.6085 loss_bbox_dn_4: 0.695 loss_giou_dn_4: 1.358 time: 1.1090 data_time: 0.0972 lr: 1.4985e-05 max_mem: 34190M [05/19 16:53:59 d2.utils.events]: eta: 2 days, 20:31:06 iter: 199 total_loss: 36.08 loss_class: 0.8061 loss_bbox: 0.794 loss_giou: 1.362 loss_class_0: 0.8325 loss_bbox_0: 0.8039 loss_giou_0: 1.367 loss_class_1: 0.8263 loss_bbox_1: 0.7976 loss_giou_1: 1.363 loss_class_2: 0.8125 loss_bbox_2: 0.796 loss_giou_2: 1.362 loss_class_3: 0.8073 loss_bbox_3: 0.7973 loss_giou_3: 1.362 loss_class_4: 0.8052 loss_bbox_4: 0.7936 loss_giou_4: 1.36 loss_class_enc: 0.8539 loss_bbox_enc: 0.7795 loss_giou_enc: 1.35 loss_class_dn: 0.5354 loss_bbox_dn: 0.6594 loss_giou_dn: 1.349 loss_class_dn_0: 0.5376 loss_bbox_dn_0: 0.6611 loss_giou_dn_0: 1.347 loss_class_dn_1: 0.5321 loss_bbox_dn_1: 0.6603 loss_giou_dn_1: 1.348 loss_class_dn_2: 0.5313 loss_bbox_dn_2: 0.6597 loss_giou_dn_2: 1.348 loss_class_dn_3: 0.5307 loss_bbox_dn_3: 0.6592 loss_giou_dn_3: 1.348 loss_class_dn_4: 0.5322 loss_bbox_dn_4: 0.6592 loss_giou_dn_4: 1.349 time: 1.1045 data_time: 0.1021 lr: 1.998e-05 max_mem: 34670M [05/19 16:54:54 d2.utils.events]: eta: 2 days, 20:24:28 iter: 249 total_loss: 35.03 loss_class: 0.7599 loss_bbox: 0.7716 loss_giou: 1.305 loss_class_0: 0.8013 loss_bbox_0: 0.7853 loss_giou_0: 1.324 loss_class_1: 0.7821 loss_bbox_1: 0.7803 loss_giou_1: 1.316 loss_class_2: 0.7662 loss_bbox_2: 0.7806 loss_giou_2: 1.313 loss_class_3: 0.7592 loss_bbox_3: 0.7782 loss_giou_3: 1.309 loss_class_4: 0.7574 loss_bbox_4: 0.7746 loss_giou_4: 1.306 loss_class_enc: 0.8175 loss_bbox_enc: 0.7662 loss_giou_enc: 1.306 loss_class_dn: 0.4729 loss_bbox_dn: 0.6721 loss_giou_dn: 1.349 loss_class_dn_0: 0.4857 loss_bbox_dn_0: 0.6737 loss_giou_dn_0: 1.347 loss_class_dn_1: 0.4736 loss_bbox_dn_1: 0.6732 loss_giou_dn_1: 1.347 loss_class_dn_2: 0.4705 loss_bbox_dn_2: 0.6728 loss_giou_dn_2: 1.347 loss_class_dn_3: 0.4688 loss_bbox_dn_3: 0.6725 loss_giou_dn_3: 1.348 loss_class_dn_4: 0.4687 loss_bbox_dn_4: 0.6721 loss_giou_dn_4: 1.349 time: 1.1040 data_time: 0.1133 lr: 2.4975e-05 max_mem: 34670M [05/19 16:55:49 d2.utils.events]: eta: 2 days, 20:16:28 iter: 299 total_loss: 33.03 loss_class: 0.7135 loss_bbox: 0.6837 loss_giou: 1.227 loss_class_0: 0.7512 loss_bbox_0: 0.7114 loss_giou_0: 1.262 loss_class_1: 0.729 loss_bbox_1: 0.7062 loss_giou_1: 1.251 loss_class_2: 0.7177 loss_bbox_2: 0.6998 loss_giou_2: 1.241 loss_class_3: 0.7094 loss_bbox_3: 0.696 loss_giou_3: 1.235 loss_class_4: 0.7087 loss_bbox_4: 0.691 loss_giou_4: 1.231 loss_class_enc: 0.7583 loss_bbox_enc: 0.7 loss_giou_enc: 1.252 loss_class_dn: 0.4269 loss_bbox_dn: 0.6592 loss_giou_dn: 1.34 loss_class_dn_0: 0.4447 loss_bbox_dn_0: 0.6627 loss_giou_dn_0: 1.348 loss_class_dn_1: 0.4278 loss_bbox_dn_1: 0.6616 loss_giou_dn_1: 1.346 loss_class_dn_2: 0.4213 loss_bbox_dn_2: 0.6602 loss_giou_dn_2: 1.344 loss_class_dn_3: 0.4199 loss_bbox_dn_3: 0.6596 loss_giou_dn_3: 1.343 loss_class_dn_4: 0.4205 loss_bbox_dn_4: 0.659 loss_giou_dn_4: 1.342 time: 1.1043 data_time: 0.1024 lr: 2.997e-05 max_mem: 37010M [05/19 16:56:45 d2.utils.events]: eta: 2 days, 20:16:49 iter: 349 total_loss: 31.49 loss_class: 0.6822 loss_bbox: 0.5827 loss_giou: 1.113 loss_class_0: 0.7131 loss_bbox_0: 0.6709 loss_giou_0: 1.174 loss_class_1: 0.6943 loss_bbox_1: 0.6498 loss_giou_1: 1.152 loss_class_2: 0.6869 loss_bbox_2: 0.6231 loss_giou_2: 1.136 loss_class_3: 0.6813 loss_bbox_3: 0.6035 loss_giou_3: 1.129 loss_class_4: 0.6807 loss_bbox_4: 0.5926 loss_giou_4: 1.116 loss_class_enc: 0.7215 loss_bbox_enc: 0.6714 loss_giou_enc: 1.17 loss_class_dn: 0.3904 loss_bbox_dn: 0.6731 loss_giou_dn: 1.3 loss_class_dn_0: 0.4135 loss_bbox_dn_0: 0.6965 loss_giou_dn_0: 1.338 loss_class_dn_1: 0.3949 loss_bbox_dn_1: 0.6894 loss_giou_dn_1: 1.326 loss_class_dn_2: 0.3906 loss_bbox_dn_2: 0.6806 loss_giou_dn_2: 1.312 loss_class_dn_3: 0.3874 loss_bbox_dn_3: 0.6758 loss_giou_dn_3: 1.304 loss_class_dn_4: 0.386 loss_bbox_dn_4: 0.6722 loss_giou_dn_4: 1.301 time: 1.1037 data_time: 0.1081 lr: 3.4965e-05 max_mem: 37010M [05/19 16:57:40 d2.utils.events]: eta: 2 days, 20:18:27 iter: 399 total_loss: 29.65 loss_class: 0.6708 loss_bbox: 0.4861 loss_giou: 1.023 loss_class_0: 0.6842 loss_bbox_0: 0.6075 loss_giou_0: 1.111 loss_class_1: 0.6679 loss_bbox_1: 0.5545 loss_giou_1: 1.058 loss_class_2: 0.6646 loss_bbox_2: 0.52 loss_giou_2: 1.044 loss_class_3: 0.6638 loss_bbox_3: 0.5043 loss_giou_3: 1.036 loss_class_4: 0.6658 loss_bbox_4: 0.4927 loss_giou_4: 1.027 loss_class_enc: 0.6922 loss_bbox_enc: 0.6238 loss_giou_enc: 1.12 loss_class_dn: 0.371 loss_bbox_dn: 0.6189 loss_giou_dn: 1.247 loss_class_dn_0: 0.3912 loss_bbox_dn_0: 0.6648 loss_giou_dn_0: 1.325 loss_class_dn_1: 0.376 loss_bbox_dn_1: 0.6409 loss_giou_dn_1: 1.275 loss_class_dn_2: 0.3701 loss_bbox_dn_2: 0.6244 loss_giou_dn_2: 1.254 loss_class_dn_3: 0.3671 loss_bbox_dn_3: 0.6205 loss_giou_dn_3: 1.248 loss_class_dn_4: 0.3683 loss_bbox_dn_4: 0.6178 loss_giou_dn_4: 1.248 time: 1.1034 data_time: 0.1021 lr: 3.996e-05 max_mem: 37010M [05/19 16:58:35 d2.utils.events]: eta: 2 days, 20:17:32 iter: 449 total_loss: 28.51 loss_class: 0.6785 loss_bbox: 0.418 loss_giou: 0.9643 loss_class_0: 0.6859 loss_bbox_0: 0.516 loss_giou_0: 1.05 loss_class_1: 0.6785 loss_bbox_1: 0.4703 loss_giou_1: 1.003 loss_class_2: 0.6768 loss_bbox_2: 0.4431 loss_giou_2: 0.9775 loss_class_3: 0.6748 loss_bbox_3: 0.4309 loss_giou_3: 0.9709 loss_class_4: 0.6761 loss_bbox_4: 0.4219 loss_giou_4: 0.9679 loss_class_enc: 0.6822 loss_bbox_enc: 0.5689 loss_giou_enc: 1.087 loss_class_dn: 0.3728 loss_bbox_dn: 0.6076 loss_giou_dn: 1.214 loss_class_dn_0: 0.3871 loss_bbox_dn_0: 0.6543 loss_giou_dn_0: 1.288 loss_class_dn_1: 0.3752 loss_bbox_dn_1: 0.6249 loss_giou_dn_1: 1.237 loss_class_dn_2: 0.3704 loss_bbox_dn_2: 0.6147 loss_giou_dn_2: 1.224 loss_class_dn_3: 0.37 loss_bbox_dn_3: 0.6113 loss_giou_dn_3: 1.217 loss_class_dn_4: 0.3709 loss_bbox_dn_4: 0.6085 loss_giou_dn_4: 1.214 time: 1.1022 data_time: 0.1038 lr: 4.4955e-05 max_mem: 37010M [05/19 16:59:31 d2.utils.events]: eta: 2 days, 20:12:49 iter: 499 total_loss: 27.38 loss_class: 0.6708 loss_bbox: 0.3852 loss_giou: 0.9289 loss_class_0: 0.682 loss_bbox_0: 0.4539 loss_giou_0: 1.009 loss_class_1: 0.6712 loss_bbox_1: 0.4192 loss_giou_1: 0.9641 loss_class_2: 0.6693 loss_bbox_2: 0.4031 loss_giou_2: 0.9419 loss_class_3: 0.667 loss_bbox_3: 0.3928 loss_giou_3: 0.9353 loss_class_4: 0.6676 loss_bbox_4: 0.3872 loss_giou_4: 0.9299 loss_class_enc: 0.6721 loss_bbox_enc: 0.5075 loss_giou_enc: 1.054 loss_class_dn: 0.3626 loss_bbox_dn: 0.5824 loss_giou_dn: 1.179 loss_class_dn_0: 0.381 loss_bbox_dn_0: 0.6279 loss_giou_dn_0: 1.267 loss_class_dn_1: 0.367 loss_bbox_dn_1: 0.5997 loss_giou_dn_1: 1.215 loss_class_dn_2: 0.3603 loss_bbox_dn_2: 0.5903 loss_giou_dn_2: 1.192 loss_class_dn_3: 0.3583 loss_bbox_dn_3: 0.5876 loss_giou_dn_3: 1.184 loss_class_dn_4: 0.3602 loss_bbox_dn_4: 0.5841 loss_giou_dn_4: 1.179 time: 1.1025 data_time: 0.1044 lr: 4.995e-05 max_mem: 37010M [05/19 17:00:25 d2.utils.events]: eta: 2 days, 20:09:45 iter: 549 total_loss: 26.49 loss_class: 0.6659 loss_bbox: 0.3556 loss_giou: 0.8753 loss_class_0: 0.6754 loss_bbox_0: 0.4105 loss_giou_0: 0.956 loss_class_1: 0.6668 loss_bbox_1: 0.381 loss_giou_1: 0.9222 loss_class_2: 0.6612 loss_bbox_2: 0.3667 loss_giou_2: 0.8948 loss_class_3: 0.6594 loss_bbox_3: 0.3614 loss_giou_3: 0.8866 loss_class_4: 0.6642 loss_bbox_4: 0.3571 loss_giou_4: 0.8789 loss_class_enc: 0.6625 loss_bbox_enc: 0.4542 loss_giou_enc: 1.024 loss_class_dn: 0.3454 loss_bbox_dn: 0.5541 loss_giou_dn: 1.134 loss_class_dn_0: 0.3681 loss_bbox_dn_0: 0.598 loss_giou_dn_0: 1.243 loss_class_dn_1: 0.352 loss_bbox_dn_1: 0.572 loss_giou_dn_1: 1.185 loss_class_dn_2: 0.3474 loss_bbox_dn_2: 0.5612 loss_giou_dn_2: 1.158 loss_class_dn_3: 0.3439 loss_bbox_dn_3: 0.5584 loss_giou_dn_3: 1.146 loss_class_dn_4: 0.3444 loss_bbox_dn_4: 0.5553 loss_giou_dn_4: 1.138 time: 1.1013 data_time: 0.1000 lr: 5.4945e-05 max_mem: 37010M [05/19 17:01:20 d2.utils.events]: eta: 2 days, 20:04:55 iter: 599 total_loss: 25.52 loss_class: 0.6471 loss_bbox: 0.3277 loss_giou: 0.8404 loss_class_0: 0.6592 loss_bbox_0: 0.3821 loss_giou_0: 0.9232 loss_class_1: 0.6516 loss_bbox_1: 0.3516 loss_giou_1: 0.8754 loss_class_2: 0.6483 loss_bbox_2: 0.3361 loss_giou_2: 0.8537 loss_class_3: 0.6456 loss_bbox_3: 0.3311 loss_giou_3: 0.8468 loss_class_4: 0.6437 loss_bbox_4: 0.3275 loss_giou_4: 0.8409 loss_class_enc: 0.6466 loss_bbox_enc: 0.4338 loss_giou_enc: 0.9934 loss_class_dn: 0.3335 loss_bbox_dn: 0.5546 loss_giou_dn: 1.097 loss_class_dn_0: 0.3545 loss_bbox_dn_0: 0.6105 loss_giou_dn_0: 1.214 loss_class_dn_1: 0.3398 loss_bbox_dn_1: 0.5799 loss_giou_dn_1: 1.149 loss_class_dn_2: 0.3354 loss_bbox_dn_2: 0.5642 loss_giou_dn_2: 1.12 loss_class_dn_3: 0.3332 loss_bbox_dn_3: 0.5594 loss_giou_dn_3: 1.11 loss_class_dn_4: 0.3324 loss_bbox_dn_4: 0.5565 loss_giou_dn_4: 1.101 time: 1.1001 data_time: 0.1047 lr: 5.994e-05 max_mem: 37010M [05/19 17:02:15 d2.utils.events]: eta: 2 days, 20:00:51 iter: 649 total_loss: 25.25 loss_class: 0.6435 loss_bbox: 0.3345 loss_giou: 0.8113 loss_class_0: 0.6563 loss_bbox_0: 0.3799 loss_giou_0: 0.8897 loss_class_1: 0.6477 loss_bbox_1: 0.3584 loss_giou_1: 0.8493 loss_class_2: 0.6483 loss_bbox_2: 0.3443 loss_giou_2: 0.8286 loss_class_3: 0.6437 loss_bbox_3: 0.3384 loss_giou_3: 0.8197 loss_class_4: 0.6445 loss_bbox_4: 0.334 loss_giou_4: 0.814 loss_class_enc: 0.6438 loss_bbox_enc: 0.4344 loss_giou_enc: 0.9676 loss_class_dn: 0.3261 loss_bbox_dn: 0.5795 loss_giou_dn: 1.084 loss_class_dn_0: 0.3472 loss_bbox_dn_0: 0.6256 loss_giou_dn_0: 1.199 loss_class_dn_1: 0.3304 loss_bbox_dn_1: 0.6001 loss_giou_dn_1: 1.132 loss_class_dn_2: 0.3257 loss_bbox_dn_2: 0.5884 loss_giou_dn_2: 1.101 loss_class_dn_3: 0.3246 loss_bbox_dn_3: 0.5844 loss_giou_dn_3: 1.091 loss_class_dn_4: 0.3237 loss_bbox_dn_4: 0.5815 loss_giou_dn_4: 1.085 time: 1.0993 data_time: 0.1068 lr: 6.4935e-05 max_mem: 37010M [05/19 17:03:10 d2.utils.events]: eta: 2 days, 19:58:53 iter: 699 total_loss: 24.51 loss_class: 0.6424 loss_bbox: 0.3085 loss_giou: 0.8049 loss_class_0: 0.6516 loss_bbox_0: 0.3565 loss_giou_0: 0.8868 loss_class_1: 0.6412 loss_bbox_1: 0.3301 loss_giou_1: 0.8387 loss_class_2: 0.6416 loss_bbox_2: 0.3162 loss_giou_2: 0.8215 loss_class_3: 0.6378 loss_bbox_3: 0.3117 loss_giou_3: 0.8119 loss_class_4: 0.639 loss_bbox_4: 0.3091 loss_giou_4: 0.8061 loss_class_enc: 0.6356 loss_bbox_enc: 0.4024 loss_giou_enc: 0.9561 loss_class_dn: 0.3212 loss_bbox_dn: 0.548 loss_giou_dn: 1.064 loss_class_dn_0: 0.3464 loss_bbox_dn_0: 0.5897 loss_giou_dn_0: 1.184 loss_class_dn_1: 0.3305 loss_bbox_dn_1: 0.561 loss_giou_dn_1: 1.109 loss_class_dn_2: 0.3254 loss_bbox_dn_2: 0.5516 loss_giou_dn_2: 1.082 loss_class_dn_3: 0.3215 loss_bbox_dn_3: 0.5501 loss_giou_dn_3: 1.069 loss_class_dn_4: 0.3201 loss_bbox_dn_4: 0.5482 loss_giou_dn_4: 1.064 time: 1.0993 data_time: 0.0958 lr: 6.993e-05 max_mem: 37010M [05/19 17:04:05 d2.utils.events]: eta: 2 days, 19:57:52 iter: 749 total_loss: 24.19 loss_class: 0.6328 loss_bbox: 0.305 loss_giou: 0.7947 loss_class_0: 0.6344 loss_bbox_0: 0.3505 loss_giou_0: 0.8722 loss_class_1: 0.6246 loss_bbox_1: 0.333 loss_giou_1: 0.8222 loss_class_2: 0.6212 loss_bbox_2: 0.3194 loss_giou_2: 0.8114 loss_class_3: 0.6226 loss_bbox_3: 0.3123 loss_giou_3: 0.8029 loss_class_4: 0.6244 loss_bbox_4: 0.3054 loss_giou_4: 0.7962 loss_class_enc: 0.621 loss_bbox_enc: 0.409 loss_giou_enc: 0.9571 loss_class_dn: 0.3082 loss_bbox_dn: 0.5288 loss_giou_dn: 1.044 loss_class_dn_0: 0.331 loss_bbox_dn_0: 0.5842 loss_giou_dn_0: 1.162 loss_class_dn_1: 0.3121 loss_bbox_dn_1: 0.5515 loss_giou_dn_1: 1.095 loss_class_dn_2: 0.3059 loss_bbox_dn_2: 0.5358 loss_giou_dn_2: 1.065 loss_class_dn_3: 0.3048 loss_bbox_dn_3: 0.5302 loss_giou_dn_3: 1.053 loss_class_dn_4: 0.3063 loss_bbox_dn_4: 0.5288 loss_giou_dn_4: 1.045 time: 1.0995 data_time: 0.1035 lr: 7.4925e-05 max_mem: 37010M [05/19 17:05:00 d2.utils.events]: eta: 2 days, 19:55:55 iter: 799 total_loss: 23.69 loss_class: 0.6308 loss_bbox: 0.2925 loss_giou: 0.7652 loss_class_0: 0.6362 loss_bbox_0: 0.339 loss_giou_0: 0.8445 loss_class_1: 0.6272 loss_bbox_1: 0.3136 loss_giou_1: 0.7965 loss_class_2: 0.6242 loss_bbox_2: 0.2985 loss_giou_2: 0.7733 loss_class_3: 0.6245 loss_bbox_3: 0.2925 loss_giou_3: 0.7655 loss_class_4: 0.6264 loss_bbox_4: 0.2928 loss_giou_4: 0.766 loss_class_enc: 0.6172 loss_bbox_enc: 0.3851 loss_giou_enc: 0.9396 loss_class_dn: 0.3093 loss_bbox_dn: 0.5153 loss_giou_dn: 1.008 loss_class_dn_0: 0.3287 loss_bbox_dn_0: 0.571 loss_giou_dn_0: 1.152 loss_class_dn_1: 0.3119 loss_bbox_dn_1: 0.542 loss_giou_dn_1: 1.066 loss_class_dn_2: 0.3086 loss_bbox_dn_2: 0.5259 loss_giou_dn_2: 1.035 loss_class_dn_3: 0.3058 loss_bbox_dn_3: 0.5204 loss_giou_dn_3: 1.018 loss_class_dn_4: 0.3069 loss_bbox_dn_4: 0.5165 loss_giou_dn_4: 1.009 time: 1.0989 data_time: 0.1006 lr: 7.992e-05 max_mem: 37010M [05/19 17:05:54 d2.utils.events]: eta: 2 days, 19:52:37 iter: 849 total_loss: 23.26 loss_class: 0.6123 loss_bbox: 0.2791 loss_giou: 0.77 loss_class_0: 0.6279 loss_bbox_0: 0.3267 loss_giou_0: 0.8513 loss_class_1: 0.6146 loss_bbox_1: 0.3025 loss_giou_1: 0.8036 loss_class_2: 0.6111 loss_bbox_2: 0.2895 loss_giou_2: 0.7834 loss_class_3: 0.6084 loss_bbox_3: 0.2839 loss_giou_3: 0.7769 loss_class_4: 0.6103 loss_bbox_4: 0.2819 loss_giou_4: 0.7725 loss_class_enc: 0.6079 loss_bbox_enc: 0.3844 loss_giou_enc: 0.9526 loss_class_dn: 0.2949 loss_bbox_dn: 0.4856 loss_giou_dn: 1.007 loss_class_dn_0: 0.3208 loss_bbox_dn_0: 0.5464 loss_giou_dn_0: 1.15 loss_class_dn_1: 0.3019 loss_bbox_dn_1: 0.5101 loss_giou_dn_1: 1.069 loss_class_dn_2: 0.2962 loss_bbox_dn_2: 0.4959 loss_giou_dn_2: 1.035 loss_class_dn_3: 0.2939 loss_bbox_dn_3: 0.4894 loss_giou_dn_3: 1.017 loss_class_dn_4: 0.2946 loss_bbox_dn_4: 0.4861 loss_giou_dn_4: 1.008 time: 1.0983 data_time: 0.1065 lr: 8.4915e-05 max_mem: 37010M [05/19 17:06:50 d2.utils.events]: eta: 2 days, 19:54:51 iter: 899 total_loss: 22.98 loss_class: 0.602 loss_bbox: 0.2771 loss_giou: 0.7752 loss_class_0: 0.6189 loss_bbox_0: 0.3169 loss_giou_0: 0.8452 loss_class_1: 0.6056 loss_bbox_1: 0.2964 loss_giou_1: 0.8056 loss_class_2: 0.6006 loss_bbox_2: 0.2898 loss_giou_2: 0.7915 loss_class_3: 0.6 loss_bbox_3: 0.281 loss_giou_3: 0.781 loss_class_4: 0.6005 loss_bbox_4: 0.2789 loss_giou_4: 0.7766 loss_class_enc: 0.5973 loss_bbox_enc: 0.3678 loss_giou_enc: 0.9241 loss_class_dn: 0.2977 loss_bbox_dn: 0.4958 loss_giou_dn: 0.9827 loss_class_dn_0: 0.3227 loss_bbox_dn_0: 0.5472 loss_giou_dn_0: 1.132 loss_class_dn_1: 0.3058 loss_bbox_dn_1: 0.5125 loss_giou_dn_1: 1.043 loss_class_dn_2: 0.3003 loss_bbox_dn_2: 0.5005 loss_giou_dn_2: 1.013 loss_class_dn_3: 0.2986 loss_bbox_dn_3: 0.496 loss_giou_dn_3: 0.9911 loss_class_dn_4: 0.2967 loss_bbox_dn_4: 0.4957 loss_giou_dn_4: 0.9823 time: 1.0983 data_time: 0.1062 lr: 8.991e-05 max_mem: 37010M [05/19 17:07:46 d2.utils.events]: eta: 2 days, 19:54:40 iter: 949 total_loss: 22.63 loss_class: 0.5976 loss_bbox: 0.2746 loss_giou: 0.7519 loss_class_0: 0.6094 loss_bbox_0: 0.3187 loss_giou_0: 0.8264 loss_class_1: 0.5975 loss_bbox_1: 0.2944 loss_giou_1: 0.7835 loss_class_2: 0.5979 loss_bbox_2: 0.2869 loss_giou_2: 0.7652 loss_class_3: 0.5971 loss_bbox_3: 0.2797 loss_giou_3: 0.759 loss_class_4: 0.5938 loss_bbox_4: 0.2748 loss_giou_4: 0.7554 loss_class_enc: 0.5929 loss_bbox_enc: 0.3688 loss_giou_enc: 0.931 loss_class_dn: 0.2884 loss_bbox_dn: 0.4828 loss_giou_dn: 0.9622 loss_class_dn_0: 0.3143 loss_bbox_dn_0: 0.5446 loss_giou_dn_0: 1.121 loss_class_dn_1: 0.2964 loss_bbox_dn_1: 0.5015 loss_giou_dn_1: 1.025 loss_class_dn_2: 0.2907 loss_bbox_dn_2: 0.4884 loss_giou_dn_2: 0.99 loss_class_dn_3: 0.2879 loss_bbox_dn_3: 0.4831 loss_giou_dn_3: 0.9704 loss_class_dn_4: 0.2871 loss_bbox_dn_4: 0.4827 loss_giou_dn_4: 0.9623 time: 1.0996 data_time: 0.1039 lr: 9.4905e-05 max_mem: 37010M [05/19 17:08:41 d2.utils.events]: eta: 2 days, 19:53:25 iter: 999 total_loss: 22.26 loss_class: 0.5925 loss_bbox: 0.2601 loss_giou: 0.7385 loss_class_0: 0.6069 loss_bbox_0: 0.3019 loss_giou_0: 0.8074 loss_class_1: 0.5953 loss_bbox_1: 0.2828 loss_giou_1: 0.7688 loss_class_2: 0.5927 loss_bbox_2: 0.2739 loss_giou_2: 0.752 loss_class_3: 0.5901 loss_bbox_3: 0.2684 loss_giou_3: 0.7455 loss_class_4: 0.5872 loss_bbox_4: 0.2614 loss_giou_4: 0.7407 loss_class_enc: 0.5908 loss_bbox_enc: 0.352 loss_giou_enc: 0.9072 loss_class_dn: 0.2882 loss_bbox_dn: 0.4698 loss_giou_dn: 0.9381 loss_class_dn_0: 0.3128 loss_bbox_dn_0: 0.5263 loss_giou_dn_0: 1.1 loss_class_dn_1: 0.2941 loss_bbox_dn_1: 0.4837 loss_giou_dn_1: 1.002 loss_class_dn_2: 0.2898 loss_bbox_dn_2: 0.4746 loss_giou_dn_2: 0.9687 loss_class_dn_3: 0.287 loss_bbox_dn_3: 0.4704 loss_giou_dn_3: 0.9477 loss_class_dn_4: 0.2865 loss_bbox_dn_4: 0.4699 loss_giou_dn_4: 0.9393 time: 1.0990 data_time: 0.1091 lr: 9.99e-05 max_mem: 37010M [05/19 17:09:36 d2.utils.events]: eta: 2 days, 19:48:54 iter: 1049 total_loss: 21.75 loss_class: 0.5788 loss_bbox: 0.2565 loss_giou: 0.71 loss_class_0: 0.5942 loss_bbox_0: 0.2963 loss_giou_0: 0.7905 loss_class_1: 0.5818 loss_bbox_1: 0.2739 loss_giou_1: 0.7447 loss_class_2: 0.5759 loss_bbox_2: 0.2662 loss_giou_2: 0.7269 loss_class_3: 0.5727 loss_bbox_3: 0.2614 loss_giou_3: 0.7181 loss_class_4: 0.5738 loss_bbox_4: 0.2584 loss_giou_4: 0.7117 loss_class_enc: 0.5734 loss_bbox_enc: 0.3524 loss_giou_enc: 0.8852 loss_class_dn: 0.2705 loss_bbox_dn: 0.4559 loss_giou_dn: 0.9303 loss_class_dn_0: 0.2967 loss_bbox_dn_0: 0.5246 loss_giou_dn_0: 1.09 loss_class_dn_1: 0.2777 loss_bbox_dn_1: 0.4799 loss_giou_dn_1: 0.9855 loss_class_dn_2: 0.2713 loss_bbox_dn_2: 0.4633 loss_giou_dn_2: 0.954 loss_class_dn_3: 0.2693 loss_bbox_dn_3: 0.4589 loss_giou_dn_3: 0.9355 loss_class_dn_4: 0.2697 loss_bbox_dn_4: 0.4561 loss_giou_dn_4: 0.9305 time: 1.0988 data_time: 0.1013 lr: 0.0001 max_mem: 37010M [05/19 17:10:31 d2.utils.events]: eta: 2 days, 19:43:54 iter: 1099 total_loss: 21.43 loss_class: 0.5745 loss_bbox: 0.2516 loss_giou: 0.6882 loss_class_0: 0.5875 loss_bbox_0: 0.2898 loss_giou_0: 0.7617 loss_class_1: 0.5767 loss_bbox_1: 0.2694 loss_giou_1: 0.7263 loss_class_2: 0.571 loss_bbox_2: 0.2608 loss_giou_2: 0.7105 loss_class_3: 0.5711 loss_bbox_3: 0.2562 loss_giou_3: 0.7 loss_class_4: 0.5714 loss_bbox_4: 0.2527 loss_giou_4: 0.6922 loss_class_enc: 0.5658 loss_bbox_enc: 0.3447 loss_giou_enc: 0.8609 loss_class_dn: 0.2679 loss_bbox_dn: 0.4678 loss_giou_dn: 0.9063 loss_class_dn_0: 0.2942 loss_bbox_dn_0: 0.5292 loss_giou_dn_0: 1.069 loss_class_dn_1: 0.2756 loss_bbox_dn_1: 0.4863 loss_giou_dn_1: 0.9695 loss_class_dn_2: 0.2697 loss_bbox_dn_2: 0.4731 loss_giou_dn_2: 0.9342 loss_class_dn_3: 0.2684 loss_bbox_dn_3: 0.4688 loss_giou_dn_3: 0.9158 loss_class_dn_4: 0.2667 loss_bbox_dn_4: 0.468 loss_giou_dn_4: 0.9066 time: 1.0988 data_time: 0.1041 lr: 0.0001 max_mem: 37010M [05/19 17:11:26 d2.utils.events]: eta: 2 days, 19:43:37 iter: 1149 total_loss: 21.48 loss_class: 0.5701 loss_bbox: 0.2586 loss_giou: 0.7344 loss_class_0: 0.5947 loss_bbox_0: 0.3022 loss_giou_0: 0.7966 loss_class_1: 0.5747 loss_bbox_1: 0.2789 loss_giou_1: 0.759 loss_class_2: 0.5691 loss_bbox_2: 0.2702 loss_giou_2: 0.7468 loss_class_3: 0.5665 loss_bbox_3: 0.2642 loss_giou_3: 0.7406 loss_class_4: 0.5676 loss_bbox_4: 0.261 loss_giou_4: 0.7341 loss_class_enc: 0.5735 loss_bbox_enc: 0.345 loss_giou_enc: 0.8907 loss_class_dn: 0.266 loss_bbox_dn: 0.4496 loss_giou_dn: 0.9133 loss_class_dn_0: 0.2961 loss_bbox_dn_0: 0.5114 loss_giou_dn_0: 1.075 loss_class_dn_1: 0.2777 loss_bbox_dn_1: 0.4663 loss_giou_dn_1: 0.9765 loss_class_dn_2: 0.2709 loss_bbox_dn_2: 0.4563 loss_giou_dn_2: 0.9417 loss_class_dn_3: 0.2675 loss_bbox_dn_3: 0.451 loss_giou_dn_3: 0.9228 loss_class_dn_4: 0.2662 loss_bbox_dn_4: 0.4497 loss_giou_dn_4: 0.9133 time: 1.0986 data_time: 0.1031 lr: 0.0001 max_mem: 37010M [05/19 17:12:21 d2.utils.events]: eta: 2 days, 19:42:42 iter: 1199 total_loss: 21.02 loss_class: 0.5535 loss_bbox: 0.2533 loss_giou: 0.7051 loss_class_0: 0.5734 loss_bbox_0: 0.2856 loss_giou_0: 0.7788 loss_class_1: 0.5626 loss_bbox_1: 0.2684 loss_giou_1: 0.7388 loss_class_2: 0.5586 loss_bbox_2: 0.2602 loss_giou_2: 0.7182 loss_class_3: 0.5544 loss_bbox_3: 0.2567 loss_giou_3: 0.7118 loss_class_4: 0.5518 loss_bbox_4: 0.2541 loss_giou_4: 0.7081 loss_class_enc: 0.5542 loss_bbox_enc: 0.337 loss_giou_enc: 0.8756 loss_class_dn: 0.2574 loss_bbox_dn: 0.4383 loss_giou_dn: 0.8883 loss_class_dn_0: 0.2824 loss_bbox_dn_0: 0.4996 loss_giou_dn_0: 1.058 loss_class_dn_1: 0.2633 loss_bbox_dn_1: 0.4578 loss_giou_dn_1: 0.9507 loss_class_dn_2: 0.2581 loss_bbox_dn_2: 0.4463 loss_giou_dn_2: 0.9164 loss_class_dn_3: 0.2564 loss_bbox_dn_3: 0.4406 loss_giou_dn_3: 0.897 loss_class_dn_4: 0.2565 loss_bbox_dn_4: 0.4386 loss_giou_dn_4: 0.8885 time: 1.0988 data_time: 0.1079 lr: 0.0001 max_mem: 37010M [05/19 17:13:16 d2.utils.events]: eta: 2 days, 19:38:59 iter: 1249 total_loss: 21.14 loss_class: 0.5667 loss_bbox: 0.2475 loss_giou: 0.6968 loss_class_0: 0.582 loss_bbox_0: 0.2857 loss_giou_0: 0.7483 loss_class_1: 0.5702 loss_bbox_1: 0.267 loss_giou_1: 0.7205 loss_class_2: 0.5655 loss_bbox_2: 0.2543 loss_giou_2: 0.7086 loss_class_3: 0.5654 loss_bbox_3: 0.2497 loss_giou_3: 0.702 loss_class_4: 0.5664 loss_bbox_4: 0.2472 loss_giou_4: 0.6975 loss_class_enc: 0.559 loss_bbox_enc: 0.3426 loss_giou_enc: 0.8471 loss_class_dn: 0.2612 loss_bbox_dn: 0.4406 loss_giou_dn: 0.8798 loss_class_dn_0: 0.2902 loss_bbox_dn_0: 0.5122 loss_giou_dn_0: 1.047 loss_class_dn_1: 0.2724 loss_bbox_dn_1: 0.4644 loss_giou_dn_1: 0.9389 loss_class_dn_2: 0.2656 loss_bbox_dn_2: 0.448 loss_giou_dn_2: 0.9056 loss_class_dn_3: 0.2628 loss_bbox_dn_3: 0.4424 loss_giou_dn_3: 0.8888 loss_class_dn_4: 0.2618 loss_bbox_dn_4: 0.4408 loss_giou_dn_4: 0.8808 time: 1.0983 data_time: 0.1031 lr: 0.0001 max_mem: 37010M [05/19 17:14:11 d2.utils.events]: eta: 2 days, 19:37:28 iter: 1299 total_loss: 20.42 loss_class: 0.5529 loss_bbox: 0.2423 loss_giou: 0.6832 loss_class_0: 0.5645 loss_bbox_0: 0.2757 loss_giou_0: 0.7468 loss_class_1: 0.5528 loss_bbox_1: 0.2582 loss_giou_1: 0.7144 loss_class_2: 0.5526 loss_bbox_2: 0.2486 loss_giou_2: 0.6989 loss_class_3: 0.5523 loss_bbox_3: 0.2461 loss_giou_3: 0.69 loss_class_4: 0.552 loss_bbox_4: 0.243 loss_giou_4: 0.6849 loss_class_enc: 0.5397 loss_bbox_enc: 0.3277 loss_giou_enc: 0.8435 loss_class_dn: 0.247 loss_bbox_dn: 0.43 loss_giou_dn: 0.8645 loss_class_dn_0: 0.2722 loss_bbox_dn_0: 0.4983 loss_giou_dn_0: 1.029 loss_class_dn_1: 0.2549 loss_bbox_dn_1: 0.4497 loss_giou_dn_1: 0.922 loss_class_dn_2: 0.249 loss_bbox_dn_2: 0.436 loss_giou_dn_2: 0.8881 loss_class_dn_3: 0.2484 loss_bbox_dn_3: 0.4316 loss_giou_dn_3: 0.8712 loss_class_dn_4: 0.2475 loss_bbox_dn_4: 0.4302 loss_giou_dn_4: 0.8642 time: 1.0985 data_time: 0.1031 lr: 0.0001 max_mem: 37010M [05/19 17:15:06 d2.utils.events]: eta: 2 days, 19:34:07 iter: 1349 total_loss: 20.19 loss_class: 0.5386 loss_bbox: 0.2341 loss_giou: 0.6658 loss_class_0: 0.5656 loss_bbox_0: 0.2655 loss_giou_0: 0.729 loss_class_1: 0.5508 loss_bbox_1: 0.2478 loss_giou_1: 0.6963 loss_class_2: 0.5451 loss_bbox_2: 0.2397 loss_giou_2: 0.6804 loss_class_3: 0.5428 loss_bbox_3: 0.2363 loss_giou_3: 0.6733 loss_class_4: 0.5401 loss_bbox_4: 0.2343 loss_giou_4: 0.6673 loss_class_enc: 0.5384 loss_bbox_enc: 0.3139 loss_giou_enc: 0.8299 loss_class_dn: 0.2426 loss_bbox_dn: 0.4328 loss_giou_dn: 0.8503 loss_class_dn_0: 0.2711 loss_bbox_dn_0: 0.5051 loss_giou_dn_0: 1.022 loss_class_dn_1: 0.2519 loss_bbox_dn_1: 0.4537 loss_giou_dn_1: 0.9088 loss_class_dn_2: 0.2457 loss_bbox_dn_2: 0.4391 loss_giou_dn_2: 0.8781 loss_class_dn_3: 0.2446 loss_bbox_dn_3: 0.4342 loss_giou_dn_3: 0.858 loss_class_dn_4: 0.2422 loss_bbox_dn_4: 0.4324 loss_giou_dn_4: 0.851 time: 1.0983 data_time: 0.1042 lr: 0.0001 max_mem: 37010M [05/19 17:16:01 d2.utils.events]: eta: 2 days, 19:31:02 iter: 1399 total_loss: 20.13 loss_class: 0.5473 loss_bbox: 0.237 loss_giou: 0.6662 loss_class_0: 0.5673 loss_bbox_0: 0.2687 loss_giou_0: 0.7224 loss_class_1: 0.5529 loss_bbox_1: 0.2501 loss_giou_1: 0.6907 loss_class_2: 0.5497 loss_bbox_2: 0.2441 loss_giou_2: 0.6797 loss_class_3: 0.5484 loss_bbox_3: 0.2413 loss_giou_3: 0.6728 loss_class_4: 0.5468 loss_bbox_4: 0.2379 loss_giou_4: 0.6709 loss_class_enc: 0.5469 loss_bbox_enc: 0.3157 loss_giou_enc: 0.8275 loss_class_dn: 0.239 loss_bbox_dn: 0.4166 loss_giou_dn: 0.8422 loss_class_dn_0: 0.2699 loss_bbox_dn_0: 0.4881 loss_giou_dn_0: 1.017 loss_class_dn_1: 0.2512 loss_bbox_dn_1: 0.4377 loss_giou_dn_1: 0.9038 loss_class_dn_2: 0.2455 loss_bbox_dn_2: 0.424 loss_giou_dn_2: 0.8704 loss_class_dn_3: 0.2426 loss_bbox_dn_3: 0.4187 loss_giou_dn_3: 0.852 loss_class_dn_4: 0.2408 loss_bbox_dn_4: 0.4169 loss_giou_dn_4: 0.8433 time: 1.0983 data_time: 0.1062 lr: 0.0001 max_mem: 37010M [05/19 17:16:56 d2.utils.events]: eta: 2 days, 19:28:47 iter: 1449 total_loss: 20.03 loss_class: 0.539 loss_bbox: 0.2371 loss_giou: 0.6955 loss_class_0: 0.5552 loss_bbox_0: 0.2694 loss_giou_0: 0.759 loss_class_1: 0.5464 loss_bbox_1: 0.2507 loss_giou_1: 0.7226 loss_class_2: 0.5447 loss_bbox_2: 0.2429 loss_giou_2: 0.71 loss_class_3: 0.5389 loss_bbox_3: 0.2403 loss_giou_3: 0.7006 loss_class_4: 0.5368 loss_bbox_4: 0.2385 loss_giou_4: 0.6987 loss_class_enc: 0.5352 loss_bbox_enc: 0.3145 loss_giou_enc: 0.8483 loss_class_dn: 0.2491 loss_bbox_dn: 0.4102 loss_giou_dn: 0.8399 loss_class_dn_0: 0.2731 loss_bbox_dn_0: 0.4724 loss_giou_dn_0: 1.014 loss_class_dn_1: 0.2572 loss_bbox_dn_1: 0.4298 loss_giou_dn_1: 0.9026 loss_class_dn_2: 0.2513 loss_bbox_dn_2: 0.418 loss_giou_dn_2: 0.8702 loss_class_dn_3: 0.2509 loss_bbox_dn_3: 0.4111 loss_giou_dn_3: 0.8496 loss_class_dn_4: 0.2494 loss_bbox_dn_4: 0.41 loss_giou_dn_4: 0.8402 time: 1.0982 data_time: 0.1233 lr: 0.0001 max_mem: 38082M [05/19 17:17:51 d2.utils.events]: eta: 2 days, 19:27:19 iter: 1499 total_loss: 19.89 loss_class: 0.5429 loss_bbox: 0.23 loss_giou: 0.6616 loss_class_0: 0.5548 loss_bbox_0: 0.2658 loss_giou_0: 0.7286 loss_class_1: 0.5428 loss_bbox_1: 0.2444 loss_giou_1: 0.6927 loss_class_2: 0.5389 loss_bbox_2: 0.2372 loss_giou_2: 0.6803 loss_class_3: 0.5364 loss_bbox_3: 0.2323 loss_giou_3: 0.6714 loss_class_4: 0.5405 loss_bbox_4: 0.2306 loss_giou_4: 0.6639 loss_class_enc: 0.5373 loss_bbox_enc: 0.3088 loss_giou_enc: 0.8121 loss_class_dn: 0.2407 loss_bbox_dn: 0.438 loss_giou_dn: 0.8392 loss_class_dn_0: 0.2679 loss_bbox_dn_0: 0.5091 loss_giou_dn_0: 1.016 loss_class_dn_1: 0.2502 loss_bbox_dn_1: 0.4575 loss_giou_dn_1: 0.9067 loss_class_dn_2: 0.2433 loss_bbox_dn_2: 0.4469 loss_giou_dn_2: 0.8684 loss_class_dn_3: 0.2415 loss_bbox_dn_3: 0.4396 loss_giou_dn_3: 0.8486 loss_class_dn_4: 0.2411 loss_bbox_dn_4: 0.4379 loss_giou_dn_4: 0.8395 time: 1.0977 data_time: 0.1063 lr: 0.0001 max_mem: 38082M [05/19 17:18:45 d2.utils.events]: eta: 2 days, 19:24:54 iter: 1549 total_loss: 20 loss_class: 0.5459 loss_bbox: 0.2388 loss_giou: 0.6702 loss_class_0: 0.562 loss_bbox_0: 0.2655 loss_giou_0: 0.7405 loss_class_1: 0.5521 loss_bbox_1: 0.2506 loss_giou_1: 0.7032 loss_class_2: 0.545 loss_bbox_2: 0.2449 loss_giou_2: 0.6871 loss_class_3: 0.5449 loss_bbox_3: 0.2408 loss_giou_3: 0.6784 loss_class_4: 0.5451 loss_bbox_4: 0.2385 loss_giou_4: 0.6727 loss_class_enc: 0.5393 loss_bbox_enc: 0.3122 loss_giou_enc: 0.8184 loss_class_dn: 0.247 loss_bbox_dn: 0.415 loss_giou_dn: 0.836 loss_class_dn_0: 0.2743 loss_bbox_dn_0: 0.4759 loss_giou_dn_0: 0.998 loss_class_dn_1: 0.2597 loss_bbox_dn_1: 0.4329 loss_giou_dn_1: 0.8876 loss_class_dn_2: 0.251 loss_bbox_dn_2: 0.4212 loss_giou_dn_2: 0.8624 loss_class_dn_3: 0.2502 loss_bbox_dn_3: 0.416 loss_giou_dn_3: 0.8433 loss_class_dn_4: 0.2483 loss_bbox_dn_4: 0.4151 loss_giou_dn_4: 0.836 time: 1.0973 data_time: 0.1084 lr: 0.0001 max_mem: 39609M [05/19 17:19:41 d2.utils.events]: eta: 2 days, 19:25:30 iter: 1599 total_loss: 19.43 loss_class: 0.5375 loss_bbox: 0.2333 loss_giou: 0.6508 loss_class_0: 0.5499 loss_bbox_0: 0.2652 loss_giou_0: 0.7127 loss_class_1: 0.5403 loss_bbox_1: 0.244 loss_giou_1: 0.6834 loss_class_2: 0.5375 loss_bbox_2: 0.2387 loss_giou_2: 0.6686 loss_class_3: 0.5344 loss_bbox_3: 0.2347 loss_giou_3: 0.6582 loss_class_4: 0.5348 loss_bbox_4: 0.2343 loss_giou_4: 0.6526 loss_class_enc: 0.5323 loss_bbox_enc: 0.309 loss_giou_enc: 0.8039 loss_class_dn: 0.238 loss_bbox_dn: 0.408 loss_giou_dn: 0.8118 loss_class_dn_0: 0.2638 loss_bbox_dn_0: 0.473 loss_giou_dn_0: 0.9908 loss_class_dn_1: 0.2458 loss_bbox_dn_1: 0.4231 loss_giou_dn_1: 0.8731 loss_class_dn_2: 0.2408 loss_bbox_dn_2: 0.4134 loss_giou_dn_2: 0.8403 loss_class_dn_3: 0.239 loss_bbox_dn_3: 0.4088 loss_giou_dn_3: 0.8198 loss_class_dn_4: 0.2378 loss_bbox_dn_4: 0.4081 loss_giou_dn_4: 0.8119 time: 1.0976 data_time: 0.1059 lr: 0.0001 max_mem: 39609M [05/19 17:20:36 d2.utils.events]: eta: 2 days, 19:23:40 iter: 1649 total_loss: 19.09 loss_class: 0.5207 loss_bbox: 0.2228 loss_giou: 0.6461 loss_class_0: 0.5415 loss_bbox_0: 0.2525 loss_giou_0: 0.7064 loss_class_1: 0.5307 loss_bbox_1: 0.2321 loss_giou_1: 0.6663 loss_class_2: 0.5242 loss_bbox_2: 0.2271 loss_giou_2: 0.6564 loss_class_3: 0.5224 loss_bbox_3: 0.2225 loss_giou_3: 0.6509 loss_class_4: 0.5203 loss_bbox_4: 0.2233 loss_giou_4: 0.6453 loss_class_enc: 0.5242 loss_bbox_enc: 0.2994 loss_giou_enc: 0.8009 loss_class_dn: 0.2262 loss_bbox_dn: 0.4066 loss_giou_dn: 0.8015 loss_class_dn_0: 0.2558 loss_bbox_dn_0: 0.4776 loss_giou_dn_0: 0.9832 loss_class_dn_1: 0.2366 loss_bbox_dn_1: 0.4296 loss_giou_dn_1: 0.8608 loss_class_dn_2: 0.2291 loss_bbox_dn_2: 0.4158 loss_giou_dn_2: 0.8301 loss_class_dn_3: 0.2285 loss_bbox_dn_3: 0.4093 loss_giou_dn_3: 0.81 loss_class_dn_4: 0.2263 loss_bbox_dn_4: 0.4068 loss_giou_dn_4: 0.8021 time: 1.0975 data_time: 0.1043 lr: 0.0001 max_mem: 39609M [05/19 17:21:30 d2.utils.events]: eta: 2 days, 19:22:06 iter: 1699 total_loss: 19.1 loss_class: 0.5373 loss_bbox: 0.226 loss_giou: 0.6368 loss_class_0: 0.5524 loss_bbox_0: 0.2544 loss_giou_0: 0.6943 loss_class_1: 0.5432 loss_bbox_1: 0.2367 loss_giou_1: 0.6589 loss_class_2: 0.5378 loss_bbox_2: 0.2318 loss_giou_2: 0.6478 loss_class_3: 0.5359 loss_bbox_3: 0.2282 loss_giou_3: 0.6425 loss_class_4: 0.5358 loss_bbox_4: 0.2259 loss_giou_4: 0.637 loss_class_enc: 0.531 loss_bbox_enc: 0.2997 loss_giou_enc: 0.7831 loss_class_dn: 0.239 loss_bbox_dn: 0.4185 loss_giou_dn: 0.7996 loss_class_dn_0: 0.2674 loss_bbox_dn_0: 0.4826 loss_giou_dn_0: 0.9727 loss_class_dn_1: 0.2472 loss_bbox_dn_1: 0.435 loss_giou_dn_1: 0.856 loss_class_dn_2: 0.2419 loss_bbox_dn_2: 0.4233 loss_giou_dn_2: 0.8266 loss_class_dn_3: 0.2392 loss_bbox_dn_3: 0.4193 loss_giou_dn_3: 0.8059 loss_class_dn_4: 0.2392 loss_bbox_dn_4: 0.4183 loss_giou_dn_4: 0.7993 time: 1.0972 data_time: 0.1075 lr: 0.0001 max_mem: 39609M [05/19 17:22:26 d2.utils.events]: eta: 2 days, 19:20:00 iter: 1749 total_loss: 18.88 loss_class: 0.5203 loss_bbox: 0.2195 loss_giou: 0.6294 loss_class_0: 0.5411 loss_bbox_0: 0.2495 loss_giou_0: 0.6877 loss_class_1: 0.5295 loss_bbox_1: 0.231 loss_giou_1: 0.6523 loss_class_2: 0.5256 loss_bbox_2: 0.2251 loss_giou_2: 0.6435 loss_class_3: 0.5223 loss_bbox_3: 0.2216 loss_giou_3: 0.6332 loss_class_4: 0.5199 loss_bbox_4: 0.2208 loss_giou_4: 0.6299 loss_class_enc: 0.519 loss_bbox_enc: 0.2915 loss_giou_enc: 0.7791 loss_class_dn: 0.2281 loss_bbox_dn: 0.399 loss_giou_dn: 0.7866 loss_class_dn_0: 0.2549 loss_bbox_dn_0: 0.4678 loss_giou_dn_0: 0.9558 loss_class_dn_1: 0.2372 loss_bbox_dn_1: 0.4185 loss_giou_dn_1: 0.8422 loss_class_dn_2: 0.2312 loss_bbox_dn_2: 0.4063 loss_giou_dn_2: 0.8117 loss_class_dn_3: 0.2305 loss_bbox_dn_3: 0.4011 loss_giou_dn_3: 0.7925 loss_class_dn_4: 0.2292 loss_bbox_dn_4: 0.3993 loss_giou_dn_4: 0.7861 time: 1.0973 data_time: 0.1136 lr: 0.0001 max_mem: 39609M [05/19 17:23:23 d2.utils.events]: eta: 2 days, 19:23:04 iter: 1799 total_loss: 18.7 loss_class: 0.5088 loss_bbox: 0.2214 loss_giou: 0.6388 loss_class_0: 0.5264 loss_bbox_0: 0.2445 loss_giou_0: 0.6874 loss_class_1: 0.5118 loss_bbox_1: 0.2312 loss_giou_1: 0.6608 loss_class_2: 0.5078 loss_bbox_2: 0.2253 loss_giou_2: 0.6475 loss_class_3: 0.509 loss_bbox_3: 0.2218 loss_giou_3: 0.6389 loss_class_4: 0.506 loss_bbox_4: 0.2211 loss_giou_4: 0.6371 loss_class_enc: 0.5058 loss_bbox_enc: 0.2885 loss_giou_enc: 0.7832 loss_class_dn: 0.2254 loss_bbox_dn: 0.3979 loss_giou_dn: 0.7847 loss_class_dn_0: 0.2525 loss_bbox_dn_0: 0.4668 loss_giou_dn_0: 0.9595 loss_class_dn_1: 0.234 loss_bbox_dn_1: 0.4173 loss_giou_dn_1: 0.8417 loss_class_dn_2: 0.2287 loss_bbox_dn_2: 0.4054 loss_giou_dn_2: 0.8105 loss_class_dn_3: 0.2266 loss_bbox_dn_3: 0.3992 loss_giou_dn_3: 0.7936 loss_class_dn_4: 0.2253 loss_bbox_dn_4: 0.3978 loss_giou_dn_4: 0.7845 time: 1.0981 data_time: 0.1048 lr: 0.0001 max_mem: 39609M [05/19 17:24:19 d2.utils.events]: eta: 2 days, 19:27:54 iter: 1849 total_loss: 18.73 loss_class: 0.5136 loss_bbox: 0.2181 loss_giou: 0.6278 loss_class_0: 0.5342 loss_bbox_0: 0.2456 loss_giou_0: 0.678 loss_class_1: 0.5234 loss_bbox_1: 0.2284 loss_giou_1: 0.6485 loss_class_2: 0.5172 loss_bbox_2: 0.2233 loss_giou_2: 0.6405 loss_class_3: 0.5137 loss_bbox_3: 0.2192 loss_giou_3: 0.6301 loss_class_4: 0.5142 loss_bbox_4: 0.218 loss_giou_4: 0.6275 loss_class_enc: 0.5093 loss_bbox_enc: 0.2914 loss_giou_enc: 0.7732 loss_class_dn: 0.2219 loss_bbox_dn: 0.4019 loss_giou_dn: 0.7849 loss_class_dn_0: 0.2461 loss_bbox_dn_0: 0.4616 loss_giou_dn_0: 0.9508 loss_class_dn_1: 0.2289 loss_bbox_dn_1: 0.4202 loss_giou_dn_1: 0.8401 loss_class_dn_2: 0.224 loss_bbox_dn_2: 0.409 loss_giou_dn_2: 0.81 loss_class_dn_3: 0.2233 loss_bbox_dn_3: 0.4034 loss_giou_dn_3: 0.7929 loss_class_dn_4: 0.2227 loss_bbox_dn_4: 0.4019 loss_giou_dn_4: 0.7852 time: 1.0987 data_time: 0.1086 lr: 0.0001 max_mem: 39609M [05/19 17:25:15 d2.utils.events]: eta: 2 days, 19:27:41 iter: 1899 total_loss: 18.23 loss_class: 0.5005 loss_bbox: 0.2126 loss_giou: 0.6102 loss_class_0: 0.5219 loss_bbox_0: 0.2391 loss_giou_0: 0.6689 loss_class_1: 0.5107 loss_bbox_1: 0.2212 loss_giou_1: 0.6354 loss_class_2: 0.5058 loss_bbox_2: 0.2151 loss_giou_2: 0.6237 loss_class_3: 0.5048 loss_bbox_3: 0.2137 loss_giou_3: 0.6145 loss_class_4: 0.5037 loss_bbox_4: 0.2127 loss_giou_4: 0.6117 loss_class_enc: 0.5048 loss_bbox_enc: 0.2773 loss_giou_enc: 0.7613 loss_class_dn: 0.2121 loss_bbox_dn: 0.3837 loss_giou_dn: 0.7654 loss_class_dn_0: 0.2417 loss_bbox_dn_0: 0.4596 loss_giou_dn_0: 0.9431 loss_class_dn_1: 0.2241 loss_bbox_dn_1: 0.4027 loss_giou_dn_1: 0.8273 loss_class_dn_2: 0.2171 loss_bbox_dn_2: 0.3918 loss_giou_dn_2: 0.7944 loss_class_dn_3: 0.2137 loss_bbox_dn_3: 0.3854 loss_giou_dn_3: 0.7729 loss_class_dn_4: 0.2126 loss_bbox_dn_4: 0.3838 loss_giou_dn_4: 0.7658 time: 1.0992 data_time: 0.1042 lr: 0.0001 max_mem: 39609M [05/19 17:26:11 d2.utils.events]: eta: 2 days, 19:28:34 iter: 1949 total_loss: 18.36 loss_class: 0.4981 loss_bbox: 0.2142 loss_giou: 0.6354 loss_class_0: 0.517 loss_bbox_0: 0.2353 loss_giou_0: 0.6828 loss_class_1: 0.5053 loss_bbox_1: 0.2226 loss_giou_1: 0.6507 loss_class_2: 0.5 loss_bbox_2: 0.2175 loss_giou_2: 0.6473 loss_class_3: 0.4968 loss_bbox_3: 0.2146 loss_giou_3: 0.6392 loss_class_4: 0.4958 loss_bbox_4: 0.214 loss_giou_4: 0.6343 loss_class_enc: 0.495 loss_bbox_enc: 0.2792 loss_giou_enc: 0.7696 loss_class_dn: 0.2128 loss_bbox_dn: 0.3869 loss_giou_dn: 0.7739 loss_class_dn_0: 0.238 loss_bbox_dn_0: 0.4612 loss_giou_dn_0: 0.9391 loss_class_dn_1: 0.2203 loss_bbox_dn_1: 0.4121 loss_giou_dn_1: 0.8282 loss_class_dn_2: 0.2154 loss_bbox_dn_2: 0.3969 loss_giou_dn_2: 0.7992 loss_class_dn_3: 0.2129 loss_bbox_dn_3: 0.3888 loss_giou_dn_3: 0.78 loss_class_dn_4: 0.2121 loss_bbox_dn_4: 0.387 loss_giou_dn_4: 0.7738 time: 1.0996 data_time: 0.1056 lr: 0.0001 max_mem: 39609M [05/19 17:27:07 d2.utils.events]: eta: 2 days, 19:30:23 iter: 1999 total_loss: 18.22 loss_class: 0.4976 loss_bbox: 0.2129 loss_giou: 0.6093 loss_class_0: 0.5179 loss_bbox_0: 0.2358 loss_giou_0: 0.6576 loss_class_1: 0.5046 loss_bbox_1: 0.223 loss_giou_1: 0.6314 loss_class_2: 0.4999 loss_bbox_2: 0.2194 loss_giou_2: 0.6218 loss_class_3: 0.4979 loss_bbox_3: 0.2146 loss_giou_3: 0.6127 loss_class_4: 0.4982 loss_bbox_4: 0.2129 loss_giou_4: 0.6103 loss_class_enc: 0.4978 loss_bbox_enc: 0.2751 loss_giou_enc: 0.7515 loss_class_dn: 0.2089 loss_bbox_dn: 0.374 loss_giou_dn: 0.759 loss_class_dn_0: 0.2386 loss_bbox_dn_0: 0.444 loss_giou_dn_0: 0.9291 loss_class_dn_1: 0.2203 loss_bbox_dn_1: 0.3929 loss_giou_dn_1: 0.8151 loss_class_dn_2: 0.2142 loss_bbox_dn_2: 0.3814 loss_giou_dn_2: 0.7852 loss_class_dn_3: 0.2116 loss_bbox_dn_3: 0.3758 loss_giou_dn_3: 0.766 loss_class_dn_4: 0.2106 loss_bbox_dn_4: 0.3741 loss_giou_dn_4: 0.7595 time: 1.1001 data_time: 0.1046 lr: 0.0001 max_mem: 39609M [05/19 17:28:03 d2.utils.events]: eta: 2 days, 19:35:10 iter: 2049 total_loss: 18.16 loss_class: 0.4954 loss_bbox: 0.2111 loss_giou: 0.6251 loss_class_0: 0.5137 loss_bbox_0: 0.2326 loss_giou_0: 0.677 loss_class_1: 0.502 loss_bbox_1: 0.2193 loss_giou_1: 0.6469 loss_class_2: 0.4967 loss_bbox_2: 0.2151 loss_giou_2: 0.6364 loss_class_3: 0.4968 loss_bbox_3: 0.2125 loss_giou_3: 0.6293 loss_class_4: 0.4949 loss_bbox_4: 0.2112 loss_giou_4: 0.6257 loss_class_enc: 0.5015 loss_bbox_enc: 0.2748 loss_giou_enc: 0.7666 loss_class_dn: 0.2159 loss_bbox_dn: 0.385 loss_giou_dn: 0.7658 loss_class_dn_0: 0.2415 loss_bbox_dn_0: 0.4516 loss_giou_dn_0: 0.9348 loss_class_dn_1: 0.2243 loss_bbox_dn_1: 0.405 loss_giou_dn_1: 0.8208 loss_class_dn_2: 0.219 loss_bbox_dn_2: 0.3922 loss_giou_dn_2: 0.7891 loss_class_dn_3: 0.2169 loss_bbox_dn_3: 0.3865 loss_giou_dn_3: 0.773 loss_class_dn_4: 0.2154 loss_bbox_dn_4: 0.3852 loss_giou_dn_4: 0.7662 time: 1.1004 data_time: 0.1033 lr: 0.0001 max_mem: 39609M [05/19 17:29:00 d2.utils.events]: eta: 2 days, 19:37:03 iter: 2099 total_loss: 17.72 loss_class: 0.4918 loss_bbox: 0.204 loss_giou: 0.5865 loss_class_0: 0.5118 loss_bbox_0: 0.2257 loss_giou_0: 0.6378 loss_class_1: 0.4965 loss_bbox_1: 0.2136 loss_giou_1: 0.6095 loss_class_2: 0.49 loss_bbox_2: 0.2083 loss_giou_2: 0.5987 loss_class_3: 0.4915 loss_bbox_3: 0.205 loss_giou_3: 0.5894 loss_class_4: 0.4902 loss_bbox_4: 0.2054 loss_giou_4: 0.5895 loss_class_enc: 0.4925 loss_bbox_enc: 0.2731 loss_giou_enc: 0.7351 loss_class_dn: 0.209 loss_bbox_dn: 0.3865 loss_giou_dn: 0.7474 loss_class_dn_0: 0.2364 loss_bbox_dn_0: 0.4513 loss_giou_dn_0: 0.9225 loss_class_dn_1: 0.2189 loss_bbox_dn_1: 0.4042 loss_giou_dn_1: 0.7957 loss_class_dn_2: 0.213 loss_bbox_dn_2: 0.3924 loss_giou_dn_2: 0.7696 loss_class_dn_3: 0.2115 loss_bbox_dn_3: 0.3878 loss_giou_dn_3: 0.7532 loss_class_dn_4: 0.21 loss_bbox_dn_4: 0.3865 loss_giou_dn_4: 0.7479 time: 1.1011 data_time: 0.1057 lr: 0.0001 max_mem: 39609M [05/19 17:29:57 d2.utils.events]: eta: 2 days, 19:39:00 iter: 2149 total_loss: 18.1 loss_class: 0.5035 loss_bbox: 0.2076 loss_giou: 0.5954 loss_class_0: 0.5225 loss_bbox_0: 0.2312 loss_giou_0: 0.6483 loss_class_1: 0.5113 loss_bbox_1: 0.2193 loss_giou_1: 0.6165 loss_class_2: 0.5088 loss_bbox_2: 0.2124 loss_giou_2: 0.6074 loss_class_3: 0.5059 loss_bbox_3: 0.2097 loss_giou_3: 0.6017 loss_class_4: 0.5029 loss_bbox_4: 0.2079 loss_giou_4: 0.5948 loss_class_enc: 0.4996 loss_bbox_enc: 0.2743 loss_giou_enc: 0.7392 loss_class_dn: 0.2171 loss_bbox_dn: 0.3818 loss_giou_dn: 0.753 loss_class_dn_0: 0.2423 loss_bbox_dn_0: 0.4459 loss_giou_dn_0: 0.9217 loss_class_dn_1: 0.2256 loss_bbox_dn_1: 0.3988 loss_giou_dn_1: 0.8044 loss_class_dn_2: 0.2207 loss_bbox_dn_2: 0.3869 loss_giou_dn_2: 0.777 loss_class_dn_3: 0.2185 loss_bbox_dn_3: 0.3817 loss_giou_dn_3: 0.7596 loss_class_dn_4: 0.2168 loss_bbox_dn_4: 0.3814 loss_giou_dn_4: 0.7532 time: 1.1016 data_time: 0.1003 lr: 0.0001 max_mem: 39609M [05/19 17:30:53 d2.utils.events]: eta: 2 days, 19:41:16 iter: 2199 total_loss: 17.66 loss_class: 0.4844 loss_bbox: 0.2066 loss_giou: 0.5862 loss_class_0: 0.5083 loss_bbox_0: 0.2286 loss_giou_0: 0.6366 loss_class_1: 0.496 loss_bbox_1: 0.2168 loss_giou_1: 0.6045 loss_class_2: 0.4901 loss_bbox_2: 0.2135 loss_giou_2: 0.5981 loss_class_3: 0.4874 loss_bbox_3: 0.2092 loss_giou_3: 0.5898 loss_class_4: 0.4836 loss_bbox_4: 0.2074 loss_giou_4: 0.5854 loss_class_enc: 0.4869 loss_bbox_enc: 0.2704 loss_giou_enc: 0.7301 loss_class_dn: 0.2076 loss_bbox_dn: 0.3833 loss_giou_dn: 0.7493 loss_class_dn_0: 0.234 loss_bbox_dn_0: 0.4486 loss_giou_dn_0: 0.9097 loss_class_dn_1: 0.2169 loss_bbox_dn_1: 0.4001 loss_giou_dn_1: 0.7983 loss_class_dn_2: 0.2109 loss_bbox_dn_2: 0.3886 loss_giou_dn_2: 0.7735 loss_class_dn_3: 0.2098 loss_bbox_dn_3: 0.3847 loss_giou_dn_3: 0.7562 loss_class_dn_4: 0.2095 loss_bbox_dn_4: 0.3835 loss_giou_dn_4: 0.7494 time: 1.1019 data_time: 0.1015 lr: 0.0001 max_mem: 39609M [05/19 17:31:49 d2.utils.events]: eta: 2 days, 19:44:35 iter: 2249 total_loss: 17.7 loss_class: 0.4915 loss_bbox: 0.2055 loss_giou: 0.6045 loss_class_0: 0.5131 loss_bbox_0: 0.2272 loss_giou_0: 0.6523 loss_class_1: 0.5012 loss_bbox_1: 0.2129 loss_giou_1: 0.6247 loss_class_2: 0.4946 loss_bbox_2: 0.2095 loss_giou_2: 0.6185 loss_class_3: 0.4911 loss_bbox_3: 0.2071 loss_giou_3: 0.6081 loss_class_4: 0.4915 loss_bbox_4: 0.2055 loss_giou_4: 0.6066 loss_class_enc: 0.4909 loss_bbox_enc: 0.2762 loss_giou_enc: 0.7388 loss_class_dn: 0.2062 loss_bbox_dn: 0.369 loss_giou_dn: 0.7409 loss_class_dn_0: 0.2325 loss_bbox_dn_0: 0.4453 loss_giou_dn_0: 0.9113 loss_class_dn_1: 0.2155 loss_bbox_dn_1: 0.3888 loss_giou_dn_1: 0.7942 loss_class_dn_2: 0.2108 loss_bbox_dn_2: 0.3762 loss_giou_dn_2: 0.7657 loss_class_dn_3: 0.2083 loss_bbox_dn_3: 0.371 loss_giou_dn_3: 0.746 loss_class_dn_4: 0.2069 loss_bbox_dn_4: 0.3691 loss_giou_dn_4: 0.7408 time: 1.1021 data_time: 0.1164 lr: 0.0001 max_mem: 39609M [05/19 17:32:45 d2.utils.events]: eta: 2 days, 19:48:51 iter: 2299 total_loss: 17.71 loss_class: 0.4848 loss_bbox: 0.21 loss_giou: 0.5975 loss_class_0: 0.5068 loss_bbox_0: 0.236 loss_giou_0: 0.6465 loss_class_1: 0.4938 loss_bbox_1: 0.2253 loss_giou_1: 0.6174 loss_class_2: 0.4921 loss_bbox_2: 0.2177 loss_giou_2: 0.6074 loss_class_3: 0.4887 loss_bbox_3: 0.2144 loss_giou_3: 0.5995 loss_class_4: 0.4865 loss_bbox_4: 0.2103 loss_giou_4: 0.5984 loss_class_enc: 0.4892 loss_bbox_enc: 0.2769 loss_giou_enc: 0.7366 loss_class_dn: 0.2051 loss_bbox_dn: 0.3762 loss_giou_dn: 0.7456 loss_class_dn_0: 0.2327 loss_bbox_dn_0: 0.4399 loss_giou_dn_0: 0.9105 loss_class_dn_1: 0.2146 loss_bbox_dn_1: 0.3937 loss_giou_dn_1: 0.8024 loss_class_dn_2: 0.2095 loss_bbox_dn_2: 0.382 loss_giou_dn_2: 0.7718 loss_class_dn_3: 0.2076 loss_bbox_dn_3: 0.3774 loss_giou_dn_3: 0.7525 loss_class_dn_4: 0.2061 loss_bbox_dn_4: 0.3763 loss_giou_dn_4: 0.7457 time: 1.1025 data_time: 0.1081 lr: 0.0001 max_mem: 39609M [05/19 17:33:40 d2.utils.events]: eta: 2 days, 19:48:49 iter: 2349 total_loss: 17.34 loss_class: 0.4807 loss_bbox: 0.1953 loss_giou: 0.5935 loss_class_0: 0.5013 loss_bbox_0: 0.2185 loss_giou_0: 0.6344 loss_class_1: 0.4853 loss_bbox_1: 0.2055 loss_giou_1: 0.6078 loss_class_2: 0.4816 loss_bbox_2: 0.2014 loss_giou_2: 0.6019 loss_class_3: 0.4784 loss_bbox_3: 0.1977 loss_giou_3: 0.5943 loss_class_4: 0.4777 loss_bbox_4: 0.1948 loss_giou_4: 0.5929 loss_class_enc: 0.4852 loss_bbox_enc: 0.2565 loss_giou_enc: 0.7272 loss_class_dn: 0.1984 loss_bbox_dn: 0.3506 loss_giou_dn: 0.728 loss_class_dn_0: 0.2249 loss_bbox_dn_0: 0.4244 loss_giou_dn_0: 0.8957 loss_class_dn_1: 0.2075 loss_bbox_dn_1: 0.3675 loss_giou_dn_1: 0.7781 loss_class_dn_2: 0.2008 loss_bbox_dn_2: 0.3548 loss_giou_dn_2: 0.7502 loss_class_dn_3: 0.1988 loss_bbox_dn_3: 0.3513 loss_giou_dn_3: 0.7343 loss_class_dn_4: 0.1978 loss_bbox_dn_4: 0.3506 loss_giou_dn_4: 0.7283 time: 1.1024 data_time: 0.1066 lr: 0.0001 max_mem: 39609M [05/19 17:34:37 d2.utils.events]: eta: 2 days, 19:53:20 iter: 2399 total_loss: 17.64 loss_class: 0.4795 loss_bbox: 0.198 loss_giou: 0.5887 loss_class_0: 0.4991 loss_bbox_0: 0.2234 loss_giou_0: 0.6351 loss_class_1: 0.4874 loss_bbox_1: 0.2092 loss_giou_1: 0.6062 loss_class_2: 0.4821 loss_bbox_2: 0.2014 loss_giou_2: 0.5995 loss_class_3: 0.4802 loss_bbox_3: 0.1994 loss_giou_3: 0.5925 loss_class_4: 0.4789 loss_bbox_4: 0.1973 loss_giou_4: 0.5901 loss_class_enc: 0.4792 loss_bbox_enc: 0.2604 loss_giou_enc: 0.7227 loss_class_dn: 0.2044 loss_bbox_dn: 0.3645 loss_giou_dn: 0.7349 loss_class_dn_0: 0.2329 loss_bbox_dn_0: 0.431 loss_giou_dn_0: 0.8968 loss_class_dn_1: 0.2143 loss_bbox_dn_1: 0.3829 loss_giou_dn_1: 0.7865 loss_class_dn_2: 0.2081 loss_bbox_dn_2: 0.3717 loss_giou_dn_2: 0.7587 loss_class_dn_3: 0.2065 loss_bbox_dn_3: 0.3657 loss_giou_dn_3: 0.7406 loss_class_dn_4: 0.2064 loss_bbox_dn_4: 0.3644 loss_giou_dn_4: 0.7348 time: 1.1028 data_time: 0.1107 lr: 0.0001 max_mem: 39609M [05/19 17:35:34 d2.utils.events]: eta: 2 days, 19:58:42 iter: 2449 total_loss: 17.09 loss_class: 0.4709 loss_bbox: 0.2006 loss_giou: 0.5784 loss_class_0: 0.4916 loss_bbox_0: 0.2219 loss_giou_0: 0.6256 loss_class_1: 0.481 loss_bbox_1: 0.2116 loss_giou_1: 0.6003 loss_class_2: 0.4744 loss_bbox_2: 0.2062 loss_giou_2: 0.5918 loss_class_3: 0.4727 loss_bbox_3: 0.2011 loss_giou_3: 0.5829 loss_class_4: 0.4707 loss_bbox_4: 0.2015 loss_giou_4: 0.5822 loss_class_enc: 0.4783 loss_bbox_enc: 0.2646 loss_giou_enc: 0.7143 loss_class_dn: 0.1957 loss_bbox_dn: 0.3703 loss_giou_dn: 0.7155 loss_class_dn_0: 0.2219 loss_bbox_dn_0: 0.4432 loss_giou_dn_0: 0.8836 loss_class_dn_1: 0.2032 loss_bbox_dn_1: 0.3897 loss_giou_dn_1: 0.7628 loss_class_dn_2: 0.1979 loss_bbox_dn_2: 0.3772 loss_giou_dn_2: 0.7354 loss_class_dn_3: 0.1975 loss_bbox_dn_3: 0.3714 loss_giou_dn_3: 0.7196 loss_class_dn_4: 0.1967 loss_bbox_dn_4: 0.3703 loss_giou_dn_4: 0.7154 time: 1.1035 data_time: 0.1042 lr: 0.0001 max_mem: 39609M [05/19 17:36:29 d2.utils.events]: eta: 2 days, 20:11:23 iter: 2499 total_loss: 17.04 loss_class: 0.4749 loss_bbox: 0.1968 loss_giou: 0.5841 loss_class_0: 0.4961 loss_bbox_0: 0.214 loss_giou_0: 0.6283 loss_class_1: 0.486 loss_bbox_1: 0.206 loss_giou_1: 0.6031 loss_class_2: 0.4797 loss_bbox_2: 0.2037 loss_giou_2: 0.5953 loss_class_3: 0.4756 loss_bbox_3: 0.1996 loss_giou_3: 0.5896 loss_class_4: 0.4772 loss_bbox_4: 0.197 loss_giou_4: 0.5853 loss_class_enc: 0.4753 loss_bbox_enc: 0.252 loss_giou_enc: 0.7105 loss_class_dn: 0.1957 loss_bbox_dn: 0.355 loss_giou_dn: 0.7247 loss_class_dn_0: 0.2229 loss_bbox_dn_0: 0.4169 loss_giou_dn_0: 0.8775 loss_class_dn_1: 0.2049 loss_bbox_dn_1: 0.3721 loss_giou_dn_1: 0.7714 loss_class_dn_2: 0.1995 loss_bbox_dn_2: 0.3613 loss_giou_dn_2: 0.7469 loss_class_dn_3: 0.1988 loss_bbox_dn_3: 0.3563 loss_giou_dn_3: 0.7307 loss_class_dn_4: 0.198 loss_bbox_dn_4: 0.3551 loss_giou_dn_4: 0.7248 time: 1.1037 data_time: 0.1156 lr: 0.0001 max_mem: 39609M [05/19 17:37:26 d2.utils.events]: eta: 2 days, 20:16:47 iter: 2549 total_loss: 17.1 loss_class: 0.4668 loss_bbox: 0.1981 loss_giou: 0.5709 loss_class_0: 0.4866 loss_bbox_0: 0.2162 loss_giou_0: 0.6207 loss_class_1: 0.4745 loss_bbox_1: 0.2063 loss_giou_1: 0.5924 loss_class_2: 0.4682 loss_bbox_2: 0.2017 loss_giou_2: 0.5834 loss_class_3: 0.4684 loss_bbox_3: 0.2006 loss_giou_3: 0.5744 loss_class_4: 0.4664 loss_bbox_4: 0.1984 loss_giou_4: 0.5712 loss_class_enc: 0.4703 loss_bbox_enc: 0.2511 loss_giou_enc: 0.7131 loss_class_dn: 0.1976 loss_bbox_dn: 0.3513 loss_giou_dn: 0.7169 loss_class_dn_0: 0.2218 loss_bbox_dn_0: 0.4207 loss_giou_dn_0: 0.882 loss_class_dn_1: 0.2051 loss_bbox_dn_1: 0.3681 loss_giou_dn_1: 0.7683 loss_class_dn_2: 0.2002 loss_bbox_dn_2: 0.357 loss_giou_dn_2: 0.7406 loss_class_dn_3: 0.1996 loss_bbox_dn_3: 0.3527 loss_giou_dn_3: 0.7224 loss_class_dn_4: 0.1975 loss_bbox_dn_4: 0.3513 loss_giou_dn_4: 0.7171 time: 1.1041 data_time: 0.1042 lr: 0.0001 max_mem: 39609M [05/19 17:38:22 d2.utils.events]: eta: 2 days, 20:17:57 iter: 2599 total_loss: 17.1 loss_class: 0.482 loss_bbox: 0.1923 loss_giou: 0.5844 loss_class_0: 0.4983 loss_bbox_0: 0.2147 loss_giou_0: 0.6357 loss_class_1: 0.4863 loss_bbox_1: 0.2032 loss_giou_1: 0.6101 loss_class_2: 0.4837 loss_bbox_2: 0.1987 loss_giou_2: 0.5988 loss_class_3: 0.4791 loss_bbox_3: 0.1974 loss_giou_3: 0.5894 loss_class_4: 0.482 loss_bbox_4: 0.1936 loss_giou_4: 0.5852 loss_class_enc: 0.4768 loss_bbox_enc: 0.252 loss_giou_enc: 0.7156 loss_class_dn: 0.2017 loss_bbox_dn: 0.3487 loss_giou_dn: 0.7268 loss_class_dn_0: 0.2271 loss_bbox_dn_0: 0.4149 loss_giou_dn_0: 0.8895 loss_class_dn_1: 0.2092 loss_bbox_dn_1: 0.3655 loss_giou_dn_1: 0.775 loss_class_dn_2: 0.2033 loss_bbox_dn_2: 0.3545 loss_giou_dn_2: 0.7493 loss_class_dn_3: 0.2029 loss_bbox_dn_3: 0.3497 loss_giou_dn_3: 0.7322 loss_class_dn_4: 0.2026 loss_bbox_dn_4: 0.3488 loss_giou_dn_4: 0.7273 time: 1.1043 data_time: 0.1056 lr: 0.0001 max_mem: 39609M [05/19 17:39:19 d2.utils.events]: eta: 2 days, 20:22:46 iter: 2649 total_loss: 16.79 loss_class: 0.4625 loss_bbox: 0.1875 loss_giou: 0.5769 loss_class_0: 0.4791 loss_bbox_0: 0.2073 loss_giou_0: 0.6219 loss_class_1: 0.4688 loss_bbox_1: 0.1954 loss_giou_1: 0.5965 loss_class_2: 0.4648 loss_bbox_2: 0.1913 loss_giou_2: 0.5871 loss_class_3: 0.4634 loss_bbox_3: 0.1897 loss_giou_3: 0.5809 loss_class_4: 0.4593 loss_bbox_4: 0.1885 loss_giou_4: 0.5794 loss_class_enc: 0.4644 loss_bbox_enc: 0.2467 loss_giou_enc: 0.7106 loss_class_dn: 0.1866 loss_bbox_dn: 0.348 loss_giou_dn: 0.7125 loss_class_dn_0: 0.212 loss_bbox_dn_0: 0.4169 loss_giou_dn_0: 0.8715 loss_class_dn_1: 0.1943 loss_bbox_dn_1: 0.3658 loss_giou_dn_1: 0.7563 loss_class_dn_2: 0.1887 loss_bbox_dn_2: 0.3545 loss_giou_dn_2: 0.7341 loss_class_dn_3: 0.1876 loss_bbox_dn_3: 0.3495 loss_giou_dn_3: 0.7176 loss_class_dn_4: 0.1868 loss_bbox_dn_4: 0.3481 loss_giou_dn_4: 0.7125 time: 1.1049 data_time: 0.1025 lr: 0.0001 max_mem: 39609M [05/19 17:40:16 d2.utils.events]: eta: 2 days, 20:27:43 iter: 2699 total_loss: 16.92 loss_class: 0.4709 loss_bbox: 0.1973 loss_giou: 0.5733 loss_class_0: 0.4854 loss_bbox_0: 0.2167 loss_giou_0: 0.6199 loss_class_1: 0.474 loss_bbox_1: 0.2064 loss_giou_1: 0.5971 loss_class_2: 0.471 loss_bbox_2: 0.2013 loss_giou_2: 0.5879 loss_class_3: 0.4701 loss_bbox_3: 0.1992 loss_giou_3: 0.5788 loss_class_4: 0.4668 loss_bbox_4: 0.1974 loss_giou_4: 0.5758 loss_class_enc: 0.4727 loss_bbox_enc: 0.2534 loss_giou_enc: 0.7077 loss_class_dn: 0.1896 loss_bbox_dn: 0.3443 loss_giou_dn: 0.7078 loss_class_dn_0: 0.2148 loss_bbox_dn_0: 0.4061 loss_giou_dn_0: 0.8705 loss_class_dn_1: 0.1983 loss_bbox_dn_1: 0.3592 loss_giou_dn_1: 0.7547 loss_class_dn_2: 0.1924 loss_bbox_dn_2: 0.3488 loss_giou_dn_2: 0.7301 loss_class_dn_3: 0.1907 loss_bbox_dn_3: 0.345 loss_giou_dn_3: 0.7133 loss_class_dn_4: 0.1899 loss_bbox_dn_4: 0.3443 loss_giou_dn_4: 0.7076 time: 1.1054 data_time: 0.1069 lr: 0.0001 max_mem: 39609M [05/19 17:41:13 d2.utils.events]: eta: 2 days, 20:30:40 iter: 2749 total_loss: 16.7 loss_class: 0.4643 loss_bbox: 0.1893 loss_giou: 0.5737 loss_class_0: 0.4842 loss_bbox_0: 0.2094 loss_giou_0: 0.618 loss_class_1: 0.4707 loss_bbox_1: 0.1997 loss_giou_1: 0.5946 loss_class_2: 0.4657 loss_bbox_2: 0.1948 loss_giou_2: 0.5839 loss_class_3: 0.4647 loss_bbox_3: 0.1913 loss_giou_3: 0.5768 loss_class_4: 0.4639 loss_bbox_4: 0.1899 loss_giou_4: 0.575 loss_class_enc: 0.4659 loss_bbox_enc: 0.2478 loss_giou_enc: 0.709 loss_class_dn: 0.1882 loss_bbox_dn: 0.3519 loss_giou_dn: 0.704 loss_class_dn_0: 0.2137 loss_bbox_dn_0: 0.4173 loss_giou_dn_0: 0.8654 loss_class_dn_1: 0.196 loss_bbox_dn_1: 0.3704 loss_giou_dn_1: 0.7515 loss_class_dn_2: 0.1911 loss_bbox_dn_2: 0.3585 loss_giou_dn_2: 0.7236 loss_class_dn_3: 0.1898 loss_bbox_dn_3: 0.3529 loss_giou_dn_3: 0.7094 loss_class_dn_4: 0.1898 loss_bbox_dn_4: 0.352 loss_giou_dn_4: 0.7043 time: 1.1060 data_time: 0.1062 lr: 0.0001 max_mem: 39609M [05/19 17:42:10 d2.utils.events]: eta: 2 days, 20:30:04 iter: 2799 total_loss: 16.85 loss_class: 0.4622 loss_bbox: 0.1924 loss_giou: 0.5638 loss_class_0: 0.4802 loss_bbox_0: 0.2113 loss_giou_0: 0.6095 loss_class_1: 0.4706 loss_bbox_1: 0.2007 loss_giou_1: 0.5831 loss_class_2: 0.4644 loss_bbox_2: 0.1973 loss_giou_2: 0.5808 loss_class_3: 0.4647 loss_bbox_3: 0.1949 loss_giou_3: 0.5681 loss_class_4: 0.4633 loss_bbox_4: 0.1933 loss_giou_4: 0.5637 loss_class_enc: 0.4616 loss_bbox_enc: 0.2442 loss_giou_enc: 0.7015 loss_class_dn: 0.1825 loss_bbox_dn: 0.3417 loss_giou_dn: 0.7052 loss_class_dn_0: 0.2087 loss_bbox_dn_0: 0.4157 loss_giou_dn_0: 0.8617 loss_class_dn_1: 0.1929 loss_bbox_dn_1: 0.3603 loss_giou_dn_1: 0.7504 loss_class_dn_2: 0.1861 loss_bbox_dn_2: 0.3486 loss_giou_dn_2: 0.7275 loss_class_dn_3: 0.1857 loss_bbox_dn_3: 0.3425 loss_giou_dn_3: 0.7114 loss_class_dn_4: 0.184 loss_bbox_dn_4: 0.3418 loss_giou_dn_4: 0.705 time: 1.1066 data_time: 0.1105 lr: 0.0001 max_mem: 39609M [05/19 17:43:06 d2.utils.events]: eta: 2 days, 20:24:35 iter: 2849 total_loss: 16.81 loss_class: 0.4609 loss_bbox: 0.1919 loss_giou: 0.578 loss_class_0: 0.4849 loss_bbox_0: 0.2131 loss_giou_0: 0.6225 loss_class_1: 0.4712 loss_bbox_1: 0.2004 loss_giou_1: 0.5971 loss_class_2: 0.4632 loss_bbox_2: 0.1969 loss_giou_2: 0.5873 loss_class_3: 0.4634 loss_bbox_3: 0.195 loss_giou_3: 0.5815 loss_class_4: 0.4628 loss_bbox_4: 0.1925 loss_giou_4: 0.5801 loss_class_enc: 0.4665 loss_bbox_enc: 0.2552 loss_giou_enc: 0.7007 loss_class_dn: 0.1839 loss_bbox_dn: 0.3534 loss_giou_dn: 0.7078 loss_class_dn_0: 0.21 loss_bbox_dn_0: 0.4146 loss_giou_dn_0: 0.8696 loss_class_dn_1: 0.1932 loss_bbox_dn_1: 0.3698 loss_giou_dn_1: 0.7564 loss_class_dn_2: 0.1879 loss_bbox_dn_2: 0.3597 loss_giou_dn_2: 0.7299 loss_class_dn_3: 0.1868 loss_bbox_dn_3: 0.3545 loss_giou_dn_3: 0.7131 loss_class_dn_4: 0.186 loss_bbox_dn_4: 0.3533 loss_giou_dn_4: 0.7079 time: 1.1066 data_time: 0.1020 lr: 0.0001 max_mem: 39609M [05/19 17:44:03 d2.utils.events]: eta: 2 days, 20:25:41 iter: 2899 total_loss: 16.88 loss_class: 0.4736 loss_bbox: 0.1912 loss_giou: 0.5652 loss_class_0: 0.4921 loss_bbox_0: 0.2132 loss_giou_0: 0.6102 loss_class_1: 0.4776 loss_bbox_1: 0.2017 loss_giou_1: 0.585 loss_class_2: 0.4748 loss_bbox_2: 0.1971 loss_giou_2: 0.5763 loss_class_3: 0.4729 loss_bbox_3: 0.1926 loss_giou_3: 0.5691 loss_class_4: 0.4736 loss_bbox_4: 0.1907 loss_giou_4: 0.5669 loss_class_enc: 0.4715 loss_bbox_enc: 0.2498 loss_giou_enc: 0.6897 loss_class_dn: 0.1992 loss_bbox_dn: 0.3541 loss_giou_dn: 0.6991 loss_class_dn_0: 0.2259 loss_bbox_dn_0: 0.4187 loss_giou_dn_0: 0.8547 loss_class_dn_1: 0.2061 loss_bbox_dn_1: 0.3701 loss_giou_dn_1: 0.7446 loss_class_dn_2: 0.2 loss_bbox_dn_2: 0.3612 loss_giou_dn_2: 0.7192 loss_class_dn_3: 0.1996 loss_bbox_dn_3: 0.3554 loss_giou_dn_3: 0.7029 loss_class_dn_4: 0.1987 loss_bbox_dn_4: 0.3543 loss_giou_dn_4: 0.699 time: 1.1073 data_time: 0.1025 lr: 0.0001 max_mem: 39609M [05/19 17:44:59 d2.utils.events]: eta: 2 days, 20:23:05 iter: 2949 total_loss: 16.88 loss_class: 0.47 loss_bbox: 0.1947 loss_giou: 0.5813 loss_class_0: 0.4924 loss_bbox_0: 0.2138 loss_giou_0: 0.6212 loss_class_1: 0.478 loss_bbox_1: 0.204 loss_giou_1: 0.6009 loss_class_2: 0.4748 loss_bbox_2: 0.1999 loss_giou_2: 0.5912 loss_class_3: 0.4728 loss_bbox_3: 0.1982 loss_giou_3: 0.5838 loss_class_4: 0.4713 loss_bbox_4: 0.1967 loss_giou_4: 0.5824 loss_class_enc: 0.475 loss_bbox_enc: 0.2507 loss_giou_enc: 0.7001 loss_class_dn: 0.1914 loss_bbox_dn: 0.3613 loss_giou_dn: 0.7032 loss_class_dn_0: 0.216 loss_bbox_dn_0: 0.4214 loss_giou_dn_0: 0.8577 loss_class_dn_1: 0.1983 loss_bbox_dn_1: 0.3764 loss_giou_dn_1: 0.7502 loss_class_dn_2: 0.1931 loss_bbox_dn_2: 0.367 loss_giou_dn_2: 0.7248 loss_class_dn_3: 0.1917 loss_bbox_dn_3: 0.362 loss_giou_dn_3: 0.7094 loss_class_dn_4: 0.1906 loss_bbox_dn_4: 0.3614 loss_giou_dn_4: 0.7033 time: 1.1073 data_time: 0.1059 lr: 0.0001 max_mem: 39609M [05/19 17:45:56 d2.utils.events]: eta: 2 days, 20:22:27 iter: 2999 total_loss: 16.73 loss_class: 0.4537 loss_bbox: 0.1918 loss_giou: 0.5742 loss_class_0: 0.4792 loss_bbox_0: 0.2083 loss_giou_0: 0.6098 loss_class_1: 0.4646 loss_bbox_1: 0.1995 loss_giou_1: 0.5903 loss_class_2: 0.4595 loss_bbox_2: 0.1967 loss_giou_2: 0.5839 loss_class_3: 0.4563 loss_bbox_3: 0.1931 loss_giou_3: 0.5776 loss_class_4: 0.4534 loss_bbox_4: 0.1917 loss_giou_4: 0.5748 loss_class_enc: 0.4642 loss_bbox_enc: 0.246 loss_giou_enc: 0.6926 loss_class_dn: 0.1825 loss_bbox_dn: 0.3448 loss_giou_dn: 0.7009 loss_class_dn_0: 0.2098 loss_bbox_dn_0: 0.4118 loss_giou_dn_0: 0.8616 loss_class_dn_1: 0.1931 loss_bbox_dn_1: 0.3627 loss_giou_dn_1: 0.7441 loss_class_dn_2: 0.1867 loss_bbox_dn_2: 0.352 loss_giou_dn_2: 0.7195 loss_class_dn_3: 0.1845 loss_bbox_dn_3: 0.3465 loss_giou_dn_3: 0.7049 loss_class_dn_4: 0.1839 loss_bbox_dn_4: 0.345 loss_giou_dn_4: 0.7008 time: 1.1077 data_time: 0.1072 lr: 0.0001 max_mem: 39609M [05/19 17:46:52 d2.utils.events]: eta: 2 days, 20:24:55 iter: 3049 total_loss: 16.49 loss_class: 0.4571 loss_bbox: 0.1859 loss_giou: 0.5617 loss_class_0: 0.4795 loss_bbox_0: 0.2032 loss_giou_0: 0.5933 loss_class_1: 0.4653 loss_bbox_1: 0.1934 loss_giou_1: 0.5788 loss_class_2: 0.4625 loss_bbox_2: 0.191 loss_giou_2: 0.5722 loss_class_3: 0.4614 loss_bbox_3: 0.187 loss_giou_3: 0.5664 loss_class_4: 0.4583 loss_bbox_4: 0.1856 loss_giou_4: 0.5629 loss_class_enc: 0.4637 loss_bbox_enc: 0.2423 loss_giou_enc: 0.6756 loss_class_dn: 0.1823 loss_bbox_dn: 0.3446 loss_giou_dn: 0.6961 loss_class_dn_0: 0.2077 loss_bbox_dn_0: 0.4099 loss_giou_dn_0: 0.848 loss_class_dn_1: 0.1935 loss_bbox_dn_1: 0.3631 loss_giou_dn_1: 0.7384 loss_class_dn_2: 0.1878 loss_bbox_dn_2: 0.3519 loss_giou_dn_2: 0.7152 loss_class_dn_3: 0.1866 loss_bbox_dn_3: 0.3463 loss_giou_dn_3: 0.7012 loss_class_dn_4: 0.1844 loss_bbox_dn_4: 0.3447 loss_giou_dn_4: 0.6959 time: 1.1080 data_time: 0.1054 lr: 0.0001 max_mem: 39609M [05/19 17:47:48 d2.utils.events]: eta: 2 days, 20:21:55 iter: 3099 total_loss: 16.54 loss_class: 0.451 loss_bbox: 0.1909 loss_giou: 0.5821 loss_class_0: 0.4708 loss_bbox_0: 0.2066 loss_giou_0: 0.6243 loss_class_1: 0.4598 loss_bbox_1: 0.1998 loss_giou_1: 0.6002 loss_class_2: 0.4547 loss_bbox_2: 0.1947 loss_giou_2: 0.5912 loss_class_3: 0.4529 loss_bbox_3: 0.1926 loss_giou_3: 0.5848 loss_class_4: 0.4521 loss_bbox_4: 0.1907 loss_giou_4: 0.5843 loss_class_enc: 0.46 loss_bbox_enc: 0.2431 loss_giou_enc: 0.698 loss_class_dn: 0.1833 loss_bbox_dn: 0.3471 loss_giou_dn: 0.7012 loss_class_dn_0: 0.2101 loss_bbox_dn_0: 0.4124 loss_giou_dn_0: 0.8531 loss_class_dn_1: 0.193 loss_bbox_dn_1: 0.3625 loss_giou_dn_1: 0.7437 loss_class_dn_2: 0.1858 loss_bbox_dn_2: 0.3532 loss_giou_dn_2: 0.7207 loss_class_dn_3: 0.185 loss_bbox_dn_3: 0.3485 loss_giou_dn_3: 0.706 loss_class_dn_4: 0.1837 loss_bbox_dn_4: 0.3473 loss_giou_dn_4: 0.701 time: 1.1081 data_time: 0.1039 lr: 0.0001 max_mem: 39609M [05/19 17:48:44 d2.utils.events]: eta: 2 days, 20:18:37 iter: 3149 total_loss: 16.38 loss_class: 0.454 loss_bbox: 0.1905 loss_giou: 0.5416 loss_class_0: 0.4833 loss_bbox_0: 0.2127 loss_giou_0: 0.5862 loss_class_1: 0.467 loss_bbox_1: 0.2014 loss_giou_1: 0.5632 loss_class_2: 0.4574 loss_bbox_2: 0.1986 loss_giou_2: 0.5555 loss_class_3: 0.4554 loss_bbox_3: 0.1949 loss_giou_3: 0.5479 loss_class_4: 0.455 loss_bbox_4: 0.1928 loss_giou_4: 0.5421 loss_class_enc: 0.4675 loss_bbox_enc: 0.2509 loss_giou_enc: 0.6627 loss_class_dn: 0.1839 loss_bbox_dn: 0.3704 loss_giou_dn: 0.6774 loss_class_dn_0: 0.2089 loss_bbox_dn_0: 0.4342 loss_giou_dn_0: 0.8354 loss_class_dn_1: 0.1924 loss_bbox_dn_1: 0.385 loss_giou_dn_1: 0.7228 loss_class_dn_2: 0.1874 loss_bbox_dn_2: 0.3755 loss_giou_dn_2: 0.698 loss_class_dn_3: 0.1856 loss_bbox_dn_3: 0.3709 loss_giou_dn_3: 0.6823 loss_class_dn_4: 0.1852 loss_bbox_dn_4: 0.3703 loss_giou_dn_4: 0.6774 time: 1.1082 data_time: 0.1051 lr: 0.0001 max_mem: 39609M [05/19 17:49:41 d2.utils.events]: eta: 2 days, 20:16:45 iter: 3199 total_loss: 16.34 loss_class: 0.4552 loss_bbox: 0.1891 loss_giou: 0.5581 loss_class_0: 0.4814 loss_bbox_0: 0.2079 loss_giou_0: 0.5933 loss_class_1: 0.4676 loss_bbox_1: 0.1988 loss_giou_1: 0.5762 loss_class_2: 0.4617 loss_bbox_2: 0.1945 loss_giou_2: 0.5693 loss_class_3: 0.4599 loss_bbox_3: 0.1903 loss_giou_3: 0.5624 loss_class_4: 0.458 loss_bbox_4: 0.1889 loss_giou_4: 0.5589 loss_class_enc: 0.458 loss_bbox_enc: 0.2438 loss_giou_enc: 0.6735 loss_class_dn: 0.1826 loss_bbox_dn: 0.3364 loss_giou_dn: 0.6824 loss_class_dn_0: 0.2125 loss_bbox_dn_0: 0.4015 loss_giou_dn_0: 0.8346 loss_class_dn_1: 0.193 loss_bbox_dn_1: 0.3542 loss_giou_dn_1: 0.727 loss_class_dn_2: 0.1869 loss_bbox_dn_2: 0.3442 loss_giou_dn_2: 0.7041 loss_class_dn_3: 0.1863 loss_bbox_dn_3: 0.3379 loss_giou_dn_3: 0.6878 loss_class_dn_4: 0.1844 loss_bbox_dn_4: 0.3365 loss_giou_dn_4: 0.6823 time: 1.1085 data_time: 0.1104 lr: 0.0001 max_mem: 39609M [05/19 17:50:36 d2.utils.events]: eta: 2 days, 20:19:08 iter: 3249 total_loss: 16.01 loss_class: 0.4542 loss_bbox: 0.1794 loss_giou: 0.5407 loss_class_0: 0.4728 loss_bbox_0: 0.1981 loss_giou_0: 0.587 loss_class_1: 0.4592 loss_bbox_1: 0.1891 loss_giou_1: 0.5622 loss_class_2: 0.4562 loss_bbox_2: 0.1839 loss_giou_2: 0.5534 loss_class_3: 0.4528 loss_bbox_3: 0.1812 loss_giou_3: 0.5453 loss_class_4: 0.4524 loss_bbox_4: 0.1802 loss_giou_4: 0.5441 loss_class_enc: 0.4582 loss_bbox_enc: 0.2355 loss_giou_enc: 0.6681 loss_class_dn: 0.1831 loss_bbox_dn: 0.333 loss_giou_dn: 0.6811 loss_class_dn_0: 0.2103 loss_bbox_dn_0: 0.3954 loss_giou_dn_0: 0.8235 loss_class_dn_1: 0.1936 loss_bbox_dn_1: 0.3493 loss_giou_dn_1: 0.7242 loss_class_dn_2: 0.1861 loss_bbox_dn_2: 0.3392 loss_giou_dn_2: 0.6998 loss_class_dn_3: 0.184 loss_bbox_dn_3: 0.3343 loss_giou_dn_3: 0.6852 loss_class_dn_4: 0.1834 loss_bbox_dn_4: 0.3331 loss_giou_dn_4: 0.681 time: 1.1085 data_time: 0.1002 lr: 0.0001 max_mem: 39609M [05/19 17:51:33 d2.utils.events]: eta: 2 days, 20:18:13 iter: 3299 total_loss: 16.25 loss_class: 0.45 loss_bbox: 0.1815 loss_giou: 0.5585 loss_class_0: 0.473 loss_bbox_0: 0.1968 loss_giou_0: 0.5916 loss_class_1: 0.4616 loss_bbox_1: 0.1902 loss_giou_1: 0.5748 loss_class_2: 0.455 loss_bbox_2: 0.1855 loss_giou_2: 0.5667 loss_class_3: 0.4531 loss_bbox_3: 0.1827 loss_giou_3: 0.5611 loss_class_4: 0.4518 loss_bbox_4: 0.1824 loss_giou_4: 0.5587 loss_class_enc: 0.462 loss_bbox_enc: 0.2321 loss_giou_enc: 0.6725 loss_class_dn: 0.1836 loss_bbox_dn: 0.3318 loss_giou_dn: 0.6779 loss_class_dn_0: 0.2073 loss_bbox_dn_0: 0.3969 loss_giou_dn_0: 0.8331 loss_class_dn_1: 0.1918 loss_bbox_dn_1: 0.3486 loss_giou_dn_1: 0.7209 loss_class_dn_2: 0.1863 loss_bbox_dn_2: 0.3375 loss_giou_dn_2: 0.6964 loss_class_dn_3: 0.1852 loss_bbox_dn_3: 0.3331 loss_giou_dn_3: 0.6827 loss_class_dn_4: 0.184 loss_bbox_dn_4: 0.3319 loss_giou_dn_4: 0.6779 time: 1.1087 data_time: 0.1065 lr: 0.0001 max_mem: 39609M [05/19 17:52:29 d2.utils.events]: eta: 2 days, 20:19:42 iter: 3349 total_loss: 16.22 loss_class: 0.4563 loss_bbox: 0.1798 loss_giou: 0.5525 loss_class_0: 0.4797 loss_bbox_0: 0.2 loss_giou_0: 0.594 loss_class_1: 0.4671 loss_bbox_1: 0.1897 loss_giou_1: 0.574 loss_class_2: 0.46 loss_bbox_2: 0.1843 loss_giou_2: 0.5625 loss_class_3: 0.46 loss_bbox_3: 0.1812 loss_giou_3: 0.5564 loss_class_4: 0.4586 loss_bbox_4: 0.1812 loss_giou_4: 0.554 loss_class_enc: 0.4615 loss_bbox_enc: 0.2289 loss_giou_enc: 0.6718 loss_class_dn: 0.1865 loss_bbox_dn: 0.3298 loss_giou_dn: 0.6843 loss_class_dn_0: 0.2133 loss_bbox_dn_0: 0.3888 loss_giou_dn_0: 0.8335 loss_class_dn_1: 0.1967 loss_bbox_dn_1: 0.3465 loss_giou_dn_1: 0.728 loss_class_dn_2: 0.1905 loss_bbox_dn_2: 0.3358 loss_giou_dn_2: 0.7022 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loss_bbox_dn_3: 0.3244 loss_giou_dn_3: 0.6749 loss_class_dn_4: 0.1811 loss_bbox_dn_4: 0.3229 loss_giou_dn_4: 0.6711 time: 1.1092 data_time: 0.1033 lr: 0.0001 max_mem: 39609M [05/19 17:55:18 d2.utils.events]: eta: 2 days, 20:14:09 iter: 3499 total_loss: 16.5 loss_class: 0.4484 loss_bbox: 0.191 loss_giou: 0.5634 loss_class_0: 0.4742 loss_bbox_0: 0.2072 loss_giou_0: 0.6033 loss_class_1: 0.4594 loss_bbox_1: 0.1997 loss_giou_1: 0.5836 loss_class_2: 0.453 loss_bbox_2: 0.1956 loss_giou_2: 0.5773 loss_class_3: 0.4505 loss_bbox_3: 0.1943 loss_giou_3: 0.5669 loss_class_4: 0.4482 loss_bbox_4: 0.1901 loss_giou_4: 0.5618 loss_class_enc: 0.4602 loss_bbox_enc: 0.2453 loss_giou_enc: 0.6727 loss_class_dn: 0.1813 loss_bbox_dn: 0.3412 loss_giou_dn: 0.6883 loss_class_dn_0: 0.206 loss_bbox_dn_0: 0.3992 loss_giou_dn_0: 0.829 loss_class_dn_1: 0.1889 loss_bbox_dn_1: 0.3561 loss_giou_dn_1: 0.7289 loss_class_dn_2: 0.1841 loss_bbox_dn_2: 0.3459 loss_giou_dn_2: 0.707 loss_class_dn_3: 0.1832 loss_bbox_dn_3: 0.3421 loss_giou_dn_3: 0.6927 loss_class_dn_4: 0.1823 loss_bbox_dn_4: 0.3412 loss_giou_dn_4: 0.6883 time: 1.1095 data_time: 0.1119 lr: 0.0001 max_mem: 39609M [05/19 17:56:13 d2.utils.events]: eta: 2 days, 20:08:31 iter: 3549 total_loss: 16.08 loss_class: 0.4431 loss_bbox: 0.1847 loss_giou: 0.5553 loss_class_0: 0.4709 loss_bbox_0: 0.203 loss_giou_0: 0.5933 loss_class_1: 0.4553 loss_bbox_1: 0.1928 loss_giou_1: 0.5729 loss_class_2: 0.4461 loss_bbox_2: 0.1897 loss_giou_2: 0.5659 loss_class_3: 0.4443 loss_bbox_3: 0.1868 loss_giou_3: 0.5573 loss_class_4: 0.4423 loss_bbox_4: 0.1849 loss_giou_4: 0.5549 loss_class_enc: 0.4524 loss_bbox_enc: 0.2378 loss_giou_enc: 0.6718 loss_class_dn: 0.1781 loss_bbox_dn: 0.336 loss_giou_dn: 0.6801 loss_class_dn_0: 0.2061 loss_bbox_dn_0: 0.3984 loss_giou_dn_0: 0.8247 loss_class_dn_1: 0.1883 loss_bbox_dn_1: 0.354 loss_giou_dn_1: 0.7206 loss_class_dn_2: 0.1821 loss_bbox_dn_2: 0.3426 loss_giou_dn_2: 0.6997 loss_class_dn_3: 0.1808 loss_bbox_dn_3: 0.3368 loss_giou_dn_3: 0.6844 loss_class_dn_4: 0.1793 loss_bbox_dn_4: 0.336 loss_giou_dn_4: 0.6802 time: 1.1093 data_time: 0.1135 lr: 0.0001 max_mem: 39609M [05/19 17:57:10 d2.utils.events]: eta: 2 days, 20:13:49 iter: 3599 total_loss: 15.98 loss_class: 0.4456 loss_bbox: 0.1901 loss_giou: 0.5412 loss_class_0: 0.4755 loss_bbox_0: 0.2076 loss_giou_0: 0.5779 loss_class_1: 0.4582 loss_bbox_1: 0.2009 loss_giou_1: 0.5583 loss_class_2: 0.4492 loss_bbox_2: 0.1934 loss_giou_2: 0.5536 loss_class_3: 0.4493 loss_bbox_3: 0.1904 loss_giou_3: 0.5442 loss_class_4: 0.4462 loss_bbox_4: 0.1897 loss_giou_4: 0.5421 loss_class_enc: 0.4583 loss_bbox_enc: 0.2395 loss_giou_enc: 0.671 loss_class_dn: 0.1827 loss_bbox_dn: 0.345 loss_giou_dn: 0.6682 loss_class_dn_0: 0.2078 loss_bbox_dn_0: 0.4069 loss_giou_dn_0: 0.8239 loss_class_dn_1: 0.1905 loss_bbox_dn_1: 0.3633 loss_giou_dn_1: 0.7105 loss_class_dn_2: 0.1854 loss_bbox_dn_2: 0.3511 loss_giou_dn_2: 0.6877 loss_class_dn_3: 0.184 loss_bbox_dn_3: 0.3462 loss_giou_dn_3: 0.6733 loss_class_dn_4: 0.1829 loss_bbox_dn_4: 0.3452 loss_giou_dn_4: 0.6683 time: 1.1096 data_time: 0.1039 lr: 0.0001 max_mem: 39609M [05/19 17:58:06 d2.utils.events]: eta: 2 days, 20:12:19 iter: 3649 total_loss: 16.04 loss_class: 0.4341 loss_bbox: 0.1813 loss_giou: 0.5489 loss_class_0: 0.4601 loss_bbox_0: 0.1963 loss_giou_0: 0.5843 loss_class_1: 0.4468 loss_bbox_1: 0.1896 loss_giou_1: 0.5685 loss_class_2: 0.4384 loss_bbox_2: 0.187 loss_giou_2: 0.561 loss_class_3: 0.4347 loss_bbox_3: 0.1835 loss_giou_3: 0.5542 loss_class_4: 0.435 loss_bbox_4: 0.1821 loss_giou_4: 0.5496 loss_class_enc: 0.4491 loss_bbox_enc: 0.2319 loss_giou_enc: 0.6638 loss_class_dn: 0.1707 loss_bbox_dn: 0.3222 loss_giou_dn: 0.6708 loss_class_dn_0: 0.1966 loss_bbox_dn_0: 0.3824 loss_giou_dn_0: 0.8181 loss_class_dn_1: 0.18 loss_bbox_dn_1: 0.3398 loss_giou_dn_1: 0.7109 loss_class_dn_2: 0.1745 loss_bbox_dn_2: 0.3297 loss_giou_dn_2: 0.6898 loss_class_dn_3: 0.1728 loss_bbox_dn_3: 0.3238 loss_giou_dn_3: 0.6763 loss_class_dn_4: 0.1716 loss_bbox_dn_4: 0.3224 loss_giou_dn_4: 0.6707 time: 1.1096 data_time: 0.1044 lr: 0.0001 max_mem: 39609M [05/19 17:59:03 d2.utils.events]: eta: 2 days, 20:12:53 iter: 3699 total_loss: 16.11 loss_class: 0.4399 loss_bbox: 0.1883 loss_giou: 0.5693 loss_class_0: 0.4606 loss_bbox_0: 0.2076 loss_giou_0: 0.599 loss_class_1: 0.448 loss_bbox_1: 0.1969 loss_giou_1: 0.5854 loss_class_2: 0.4404 loss_bbox_2: 0.1947 loss_giou_2: 0.579 loss_class_3: 0.4389 loss_bbox_3: 0.1899 loss_giou_3: 0.5721 loss_class_4: 0.4388 loss_bbox_4: 0.1888 loss_giou_4: 0.5699 loss_class_enc: 0.4505 loss_bbox_enc: 0.2403 loss_giou_enc: 0.6764 loss_class_dn: 0.1752 loss_bbox_dn: 0.3364 loss_giou_dn: 0.6701 loss_class_dn_0: 0.2044 loss_bbox_dn_0: 0.3986 loss_giou_dn_0: 0.8148 loss_class_dn_1: 0.1864 loss_bbox_dn_1: 0.3533 loss_giou_dn_1: 0.7112 loss_class_dn_2: 0.1786 loss_bbox_dn_2: 0.3425 loss_giou_dn_2: 0.6894 loss_class_dn_3: 0.1776 loss_bbox_dn_3: 0.3373 loss_giou_dn_3: 0.6747 loss_class_dn_4: 0.1758 loss_bbox_dn_4: 0.3365 loss_giou_dn_4: 0.6701 time: 1.1098 data_time: 0.1039 lr: 0.0001 max_mem: 39609M [05/19 17:59:59 d2.utils.events]: eta: 2 days, 20:11:45 iter: 3749 total_loss: 15.86 loss_class: 0.4402 loss_bbox: 0.1821 loss_giou: 0.5429 loss_class_0: 0.4689 loss_bbox_0: 0.1988 loss_giou_0: 0.5842 loss_class_1: 0.4542 loss_bbox_1: 0.1911 loss_giou_1: 0.5612 loss_class_2: 0.4447 loss_bbox_2: 0.1887 loss_giou_2: 0.5545 loss_class_3: 0.4417 loss_bbox_3: 0.1847 loss_giou_3: 0.5467 loss_class_4: 0.4413 loss_bbox_4: 0.1835 loss_giou_4: 0.5442 loss_class_enc: 0.4529 loss_bbox_enc: 0.2361 loss_giou_enc: 0.6503 loss_class_dn: 0.176 loss_bbox_dn: 0.3382 loss_giou_dn: 0.6584 loss_class_dn_0: 0.203 loss_bbox_dn_0: 0.3991 loss_giou_dn_0: 0.8079 loss_class_dn_1: 0.1876 loss_bbox_dn_1: 0.3525 loss_giou_dn_1: 0.701 loss_class_dn_2: 0.1808 loss_bbox_dn_2: 0.3425 loss_giou_dn_2: 0.6765 loss_class_dn_3: 0.1783 loss_bbox_dn_3: 0.3392 loss_giou_dn_3: 0.6625 loss_class_dn_4: 0.1768 loss_bbox_dn_4: 0.3383 loss_giou_dn_4: 0.6584 time: 1.1100 data_time: 0.1046 lr: 0.0001 max_mem: 39609M [05/19 18:00:55 d2.utils.events]: eta: 2 days, 20:06:32 iter: 3799 total_loss: 15.69 loss_class: 0.4338 loss_bbox: 0.1818 loss_giou: 0.5323 loss_class_0: 0.4603 loss_bbox_0: 0.1982 loss_giou_0: 0.5655 loss_class_1: 0.4501 loss_bbox_1: 0.1895 loss_giou_1: 0.5462 loss_class_2: 0.438 loss_bbox_2: 0.188 loss_giou_2: 0.5416 loss_class_3: 0.4375 loss_bbox_3: 0.1838 loss_giou_3: 0.5347 loss_class_4: 0.4354 loss_bbox_4: 0.1827 loss_giou_4: 0.5336 loss_class_enc: 0.4505 loss_bbox_enc: 0.2303 loss_giou_enc: 0.6409 loss_class_dn: 0.1685 loss_bbox_dn: 0.3346 loss_giou_dn: 0.6601 loss_class_dn_0: 0.1966 loss_bbox_dn_0: 0.3976 loss_giou_dn_0: 0.8055 loss_class_dn_1: 0.1794 loss_bbox_dn_1: 0.3503 loss_giou_dn_1: 0.7003 loss_class_dn_2: 0.1717 loss_bbox_dn_2: 0.3396 loss_giou_dn_2: 0.6786 loss_class_dn_3: 0.1697 loss_bbox_dn_3: 0.3359 loss_giou_dn_3: 0.6649 loss_class_dn_4: 0.1692 loss_bbox_dn_4: 0.3347 loss_giou_dn_4: 0.6601 time: 1.1101 data_time: 0.0974 lr: 0.0001 max_mem: 39609M [05/19 18:01:52 d2.utils.events]: eta: 2 days, 20:14:23 iter: 3849 total_loss: 16.04 loss_class: 0.4499 loss_bbox: 0.1869 loss_giou: 0.5439 loss_class_0: 0.4846 loss_bbox_0: 0.2006 loss_giou_0: 0.5773 loss_class_1: 0.4662 loss_bbox_1: 0.1918 loss_giou_1: 0.5579 loss_class_2: 0.4567 loss_bbox_2: 0.1897 loss_giou_2: 0.556 loss_class_3: 0.4554 loss_bbox_3: 0.1877 loss_giou_3: 0.5477 loss_class_4: 0.4538 loss_bbox_4: 0.1868 loss_giou_4: 0.5446 loss_class_enc: 0.4625 loss_bbox_enc: 0.2319 loss_giou_enc: 0.6465 loss_class_dn: 0.1791 loss_bbox_dn: 0.3227 loss_giou_dn: 0.6646 loss_class_dn_0: 0.2045 loss_bbox_dn_0: 0.3877 loss_giou_dn_0: 0.8069 loss_class_dn_1: 0.1872 loss_bbox_dn_1: 0.3365 loss_giou_dn_1: 0.6987 loss_class_dn_2: 0.1825 loss_bbox_dn_2: 0.3266 loss_giou_dn_2: 0.6804 loss_class_dn_3: 0.1813 loss_bbox_dn_3: 0.3234 loss_giou_dn_3: 0.669 loss_class_dn_4: 0.1809 loss_bbox_dn_4: 0.3227 loss_giou_dn_4: 0.6645 time: 1.1103 data_time: 0.1068 lr: 0.0001 max_mem: 39609M [05/19 18:02:49 d2.utils.events]: eta: 2 days, 20:12:29 iter: 3899 total_loss: 15.57 loss_class: 0.4275 loss_bbox: 0.1862 loss_giou: 0.5423 loss_class_0: 0.4582 loss_bbox_0: 0.2034 loss_giou_0: 0.5729 loss_class_1: 0.443 loss_bbox_1: 0.1947 loss_giou_1: 0.5583 loss_class_2: 0.4312 loss_bbox_2: 0.1911 loss_giou_2: 0.5507 loss_class_3: 0.4305 loss_bbox_3: 0.1877 loss_giou_3: 0.5463 loss_class_4: 0.4281 loss_bbox_4: 0.1862 loss_giou_4: 0.5424 loss_class_enc: 0.4435 loss_bbox_enc: 0.2333 loss_giou_enc: 0.6512 loss_class_dn: 0.1716 loss_bbox_dn: 0.3308 loss_giou_dn: 0.649 loss_class_dn_0: 0.201 loss_bbox_dn_0: 0.3976 loss_giou_dn_0: 0.7961 loss_class_dn_1: 0.1824 loss_bbox_dn_1: 0.3476 loss_giou_dn_1: 0.6895 loss_class_dn_2: 0.1766 loss_bbox_dn_2: 0.3371 loss_giou_dn_2: 0.6665 loss_class_dn_3: 0.1742 loss_bbox_dn_3: 0.3318 loss_giou_dn_3: 0.652 loss_class_dn_4: 0.1734 loss_bbox_dn_4: 0.3309 loss_giou_dn_4: 0.6491 time: 1.1105 data_time: 0.1027 lr: 0.0001 max_mem: 39609M [05/19 18:03:45 d2.utils.events]: eta: 2 days, 20:11:34 iter: 3949 total_loss: 15.67 loss_class: 0.4251 loss_bbox: 0.1738 loss_giou: 0.5445 loss_class_0: 0.4588 loss_bbox_0: 0.1903 loss_giou_0: 0.5873 loss_class_1: 0.4387 loss_bbox_1: 0.1832 loss_giou_1: 0.5629 loss_class_2: 0.4286 loss_bbox_2: 0.1803 loss_giou_2: 0.5575 loss_class_3: 0.4265 loss_bbox_3: 0.1753 loss_giou_3: 0.5498 loss_class_4: 0.4254 loss_bbox_4: 0.1737 loss_giou_4: 0.546 loss_class_enc: 0.4458 loss_bbox_enc: 0.2247 loss_giou_enc: 0.6524 loss_class_dn: 0.1652 loss_bbox_dn: 0.3053 loss_giou_dn: 0.6574 loss_class_dn_0: 0.1972 loss_bbox_dn_0: 0.3726 loss_giou_dn_0: 0.806 loss_class_dn_1: 0.1783 loss_bbox_dn_1: 0.3219 loss_giou_dn_1: 0.7022 loss_class_dn_2: 0.1703 loss_bbox_dn_2: 0.3112 loss_giou_dn_2: 0.6774 loss_class_dn_3: 0.1687 loss_bbox_dn_3: 0.307 loss_giou_dn_3: 0.6625 loss_class_dn_4: 0.1672 loss_bbox_dn_4: 0.3055 loss_giou_dn_4: 0.6573 time: 1.1107 data_time: 0.1073 lr: 0.0001 max_mem: 39609M [05/19 18:04:41 d2.utils.events]: eta: 2 days, 20:03:31 iter: 3999 total_loss: 15.43 loss_class: 0.4238 loss_bbox: 0.1784 loss_giou: 0.5369 loss_class_0: 0.4594 loss_bbox_0: 0.1919 loss_giou_0: 0.5741 loss_class_1: 0.4408 loss_bbox_1: 0.1831 loss_giou_1: 0.5539 loss_class_2: 0.4307 loss_bbox_2: 0.1816 loss_giou_2: 0.5463 loss_class_3: 0.4274 loss_bbox_3: 0.1795 loss_giou_3: 0.5399 loss_class_4: 0.4238 loss_bbox_4: 0.1785 loss_giou_4: 0.5364 loss_class_enc: 0.4429 loss_bbox_enc: 0.2246 loss_giou_enc: 0.6475 loss_class_dn: 0.1642 loss_bbox_dn: 0.3166 loss_giou_dn: 0.6578 loss_class_dn_0: 0.1937 loss_bbox_dn_0: 0.3792 loss_giou_dn_0: 0.8097 loss_class_dn_1: 0.1767 loss_bbox_dn_1: 0.3325 loss_giou_dn_1: 0.6959 loss_class_dn_2: 0.1693 loss_bbox_dn_2: 0.3218 loss_giou_dn_2: 0.6734 loss_class_dn_3: 0.1676 loss_bbox_dn_3: 0.3175 loss_giou_dn_3: 0.6606 loss_class_dn_4: 0.1659 loss_bbox_dn_4: 0.3165 loss_giou_dn_4: 0.6575 time: 1.1107 data_time: 0.1068 lr: 0.0001 max_mem: 39609M [05/19 18:05:39 d2.utils.events]: eta: 2 days, 19:59:49 iter: 4049 total_loss: 15.58 loss_class: 0.4212 loss_bbox: 0.1802 loss_giou: 0.5344 loss_class_0: 0.4501 loss_bbox_0: 0.1947 loss_giou_0: 0.5796 loss_class_1: 0.4398 loss_bbox_1: 0.1854 loss_giou_1: 0.552 loss_class_2: 0.4279 loss_bbox_2: 0.1826 loss_giou_2: 0.5448 loss_class_3: 0.4259 loss_bbox_3: 0.1817 loss_giou_3: 0.5376 loss_class_4: 0.4233 loss_bbox_4: 0.1809 loss_giou_4: 0.5338 loss_class_enc: 0.4405 loss_bbox_enc: 0.2316 loss_giou_enc: 0.6421 loss_class_dn: 0.1663 loss_bbox_dn: 0.321 loss_giou_dn: 0.651 loss_class_dn_0: 0.1923 loss_bbox_dn_0: 0.3844 loss_giou_dn_0: 0.7961 loss_class_dn_1: 0.1767 loss_bbox_dn_1: 0.3361 loss_giou_dn_1: 0.693 loss_class_dn_2: 0.1697 loss_bbox_dn_2: 0.3259 loss_giou_dn_2: 0.6704 loss_class_dn_3: 0.1677 loss_bbox_dn_3: 0.3221 loss_giou_dn_3: 0.6561 loss_class_dn_4: 0.1672 loss_bbox_dn_4: 0.321 loss_giou_dn_4: 0.651 time: 1.1111 data_time: 0.1002 lr: 0.0001 max_mem: 39609M [05/19 18:06:35 d2.utils.events]: eta: 2 days, 20:01:00 iter: 4099 total_loss: 15.48 loss_class: 0.4152 loss_bbox: 0.1789 loss_giou: 0.5274 loss_class_0: 0.4474 loss_bbox_0: 0.1934 loss_giou_0: 0.5615 loss_class_1: 0.4301 loss_bbox_1: 0.1845 loss_giou_1: 0.5481 loss_class_2: 0.4192 loss_bbox_2: 0.1839 loss_giou_2: 0.5401 loss_class_3: 0.4154 loss_bbox_3: 0.1815 loss_giou_3: 0.5317 loss_class_4: 0.4122 loss_bbox_4: 0.1793 loss_giou_4: 0.5292 loss_class_enc: 0.4358 loss_bbox_enc: 0.2229 loss_giou_enc: 0.6371 loss_class_dn: 0.1611 loss_bbox_dn: 0.3251 loss_giou_dn: 0.6479 loss_class_dn_0: 0.1899 loss_bbox_dn_0: 0.3882 loss_giou_dn_0: 0.7973 loss_class_dn_1: 0.1723 loss_bbox_dn_1: 0.3412 loss_giou_dn_1: 0.6904 loss_class_dn_2: 0.1655 loss_bbox_dn_2: 0.3311 loss_giou_dn_2: 0.6659 loss_class_dn_3: 0.1642 loss_bbox_dn_3: 0.3264 loss_giou_dn_3: 0.6515 loss_class_dn_4: 0.1627 loss_bbox_dn_4: 0.3252 loss_giou_dn_4: 0.6477 time: 1.1112 data_time: 0.1085 lr: 0.0001 max_mem: 39609M [05/19 18:07:31 d2.utils.events]: eta: 2 days, 19:59:52 iter: 4149 total_loss: 15.23 loss_class: 0.4233 loss_bbox: 0.1754 loss_giou: 0.5197 loss_class_0: 0.4544 loss_bbox_0: 0.1869 loss_giou_0: 0.5551 loss_class_1: 0.4363 loss_bbox_1: 0.1803 loss_giou_1: 0.5364 loss_class_2: 0.4263 loss_bbox_2: 0.1788 loss_giou_2: 0.5314 loss_class_3: 0.4224 loss_bbox_3: 0.1764 loss_giou_3: 0.5246 loss_class_4: 0.4223 loss_bbox_4: 0.1766 loss_giou_4: 0.5195 loss_class_enc: 0.4388 loss_bbox_enc: 0.2206 loss_giou_enc: 0.6281 loss_class_dn: 0.1669 loss_bbox_dn: 0.3103 loss_giou_dn: 0.6476 loss_class_dn_0: 0.1915 loss_bbox_dn_0: 0.3746 loss_giou_dn_0: 0.793 loss_class_dn_1: 0.1749 loss_bbox_dn_1: 0.3275 loss_giou_dn_1: 0.6894 loss_class_dn_2: 0.1699 loss_bbox_dn_2: 0.3158 loss_giou_dn_2: 0.6655 loss_class_dn_3: 0.1692 loss_bbox_dn_3: 0.3116 loss_giou_dn_3: 0.6515 loss_class_dn_4: 0.1677 loss_bbox_dn_4: 0.3106 loss_giou_dn_4: 0.6476 time: 1.1113 data_time: 0.1048 lr: 0.0001 max_mem: 39609M [05/19 18:08:28 d2.utils.events]: eta: 2 days, 19:56:28 iter: 4199 total_loss: 15.34 loss_class: 0.4132 loss_bbox: 0.1748 loss_giou: 0.5352 loss_class_0: 0.4484 loss_bbox_0: 0.1897 loss_giou_0: 0.5662 loss_class_1: 0.432 loss_bbox_1: 0.181 loss_giou_1: 0.5521 loss_class_2: 0.4188 loss_bbox_2: 0.1788 loss_giou_2: 0.5453 loss_class_3: 0.4189 loss_bbox_3: 0.177 loss_giou_3: 0.5399 loss_class_4: 0.4169 loss_bbox_4: 0.1747 loss_giou_4: 0.5359 loss_class_enc: 0.4372 loss_bbox_enc: 0.2192 loss_giou_enc: 0.6377 loss_class_dn: 0.164 loss_bbox_dn: 0.3175 loss_giou_dn: 0.6369 loss_class_dn_0: 0.1929 loss_bbox_dn_0: 0.3773 loss_giou_dn_0: 0.7807 loss_class_dn_1: 0.1756 loss_bbox_dn_1: 0.3331 loss_giou_dn_1: 0.6747 loss_class_dn_2: 0.1676 loss_bbox_dn_2: 0.3234 loss_giou_dn_2: 0.6525 loss_class_dn_3: 0.1667 loss_bbox_dn_3: 0.3186 loss_giou_dn_3: 0.6399 loss_class_dn_4: 0.1656 loss_bbox_dn_4: 0.3175 loss_giou_dn_4: 0.6368 time: 1.1113 data_time: 0.1064 lr: 0.0001 max_mem: 39609M [05/19 18:09:24 d2.utils.events]: eta: 2 days, 19:57:12 iter: 4249 total_loss: 15.36 loss_class: 0.4156 loss_bbox: 0.1753 loss_giou: 0.5478 loss_class_0: 0.4478 loss_bbox_0: 0.1901 loss_giou_0: 0.5737 loss_class_1: 0.4335 loss_bbox_1: 0.1829 loss_giou_1: 0.5591 loss_class_2: 0.4196 loss_bbox_2: 0.179 loss_giou_2: 0.5564 loss_class_3: 0.4205 loss_bbox_3: 0.1776 loss_giou_3: 0.5485 loss_class_4: 0.4165 loss_bbox_4: 0.1761 loss_giou_4: 0.5475 loss_class_enc: 0.4397 loss_bbox_enc: 0.2185 loss_giou_enc: 0.6362 loss_class_dn: 0.1636 loss_bbox_dn: 0.3138 loss_giou_dn: 0.6533 loss_class_dn_0: 0.1905 loss_bbox_dn_0: 0.3751 loss_giou_dn_0: 0.789 loss_class_dn_1: 0.1724 loss_bbox_dn_1: 0.3295 loss_giou_dn_1: 0.6889 loss_class_dn_2: 0.1656 loss_bbox_dn_2: 0.3194 loss_giou_dn_2: 0.6716 loss_class_dn_3: 0.1658 loss_bbox_dn_3: 0.3151 loss_giou_dn_3: 0.6574 loss_class_dn_4: 0.1641 loss_bbox_dn_4: 0.3139 loss_giou_dn_4: 0.6534 time: 1.1115 data_time: 0.1165 lr: 0.0001 max_mem: 39609M [05/19 18:10:20 d2.utils.events]: eta: 2 days, 19:54:33 iter: 4299 total_loss: 15.17 loss_class: 0.4084 loss_bbox: 0.1743 loss_giou: 0.5248 loss_class_0: 0.446 loss_bbox_0: 0.19 loss_giou_0: 0.5558 loss_class_1: 0.4268 loss_bbox_1: 0.1809 loss_giou_1: 0.5398 loss_class_2: 0.4153 loss_bbox_2: 0.1807 loss_giou_2: 0.5316 loss_class_3: 0.4128 loss_bbox_3: 0.175 loss_giou_3: 0.5261 loss_class_4: 0.4105 loss_bbox_4: 0.1743 loss_giou_4: 0.5254 loss_class_enc: 0.4375 loss_bbox_enc: 0.2243 loss_giou_enc: 0.6221 loss_class_dn: 0.1575 loss_bbox_dn: 0.3234 loss_giou_dn: 0.6308 loss_class_dn_0: 0.1881 loss_bbox_dn_0: 0.3904 loss_giou_dn_0: 0.7768 loss_class_dn_1: 0.1702 loss_bbox_dn_1: 0.3386 loss_giou_dn_1: 0.6711 loss_class_dn_2: 0.1627 loss_bbox_dn_2: 0.3288 loss_giou_dn_2: 0.6472 loss_class_dn_3: 0.161 loss_bbox_dn_3: 0.324 loss_giou_dn_3: 0.6347 loss_class_dn_4: 0.1598 loss_bbox_dn_4: 0.3234 loss_giou_dn_4: 0.6307 time: 1.1115 data_time: 0.1042 lr: 0.0001 max_mem: 39609M [05/19 18:11:16 d2.utils.events]: eta: 2 days, 19:55:21 iter: 4349 total_loss: 15.37 loss_class: 0.4123 loss_bbox: 0.1789 loss_giou: 0.5393 loss_class_0: 0.4478 loss_bbox_0: 0.1928 loss_giou_0: 0.5715 loss_class_1: 0.4309 loss_bbox_1: 0.184 loss_giou_1: 0.555 loss_class_2: 0.4201 loss_bbox_2: 0.1819 loss_giou_2: 0.5495 loss_class_3: 0.4178 loss_bbox_3: 0.1801 loss_giou_3: 0.5425 loss_class_4: 0.4155 loss_bbox_4: 0.1797 loss_giou_4: 0.5387 loss_class_enc: 0.4386 loss_bbox_enc: 0.2179 loss_giou_enc: 0.6303 loss_class_dn: 0.1604 loss_bbox_dn: 0.3208 loss_giou_dn: 0.6455 loss_class_dn_0: 0.1896 loss_bbox_dn_0: 0.3819 loss_giou_dn_0: 0.7836 loss_class_dn_1: 0.1707 loss_bbox_dn_1: 0.3363 loss_giou_dn_1: 0.6847 loss_class_dn_2: 0.1627 loss_bbox_dn_2: 0.3278 loss_giou_dn_2: 0.6627 loss_class_dn_3: 0.161 loss_bbox_dn_3: 0.3226 loss_giou_dn_3: 0.6486 loss_class_dn_4: 0.1607 loss_bbox_dn_4: 0.3209 loss_giou_dn_4: 0.6454 time: 1.1117 data_time: 0.1072 lr: 0.0001 max_mem: 39609M [05/19 18:12:13 d2.utils.events]: eta: 2 days, 19:58:34 iter: 4399 total_loss: 15.34 loss_class: 0.4089 loss_bbox: 0.1769 loss_giou: 0.5296 loss_class_0: 0.4434 loss_bbox_0: 0.1919 loss_giou_0: 0.5628 loss_class_1: 0.427 loss_bbox_1: 0.1849 loss_giou_1: 0.5461 loss_class_2: 0.4142 loss_bbox_2: 0.1814 loss_giou_2: 0.5404 loss_class_3: 0.4102 loss_bbox_3: 0.1782 loss_giou_3: 0.5347 loss_class_4: 0.4099 loss_bbox_4: 0.1761 loss_giou_4: 0.5312 loss_class_enc: 0.4321 loss_bbox_enc: 0.2227 loss_giou_enc: 0.6368 loss_class_dn: 0.1622 loss_bbox_dn: 0.3158 loss_giou_dn: 0.6398 loss_class_dn_0: 0.1906 loss_bbox_dn_0: 0.3808 loss_giou_dn_0: 0.7868 loss_class_dn_1: 0.1724 loss_bbox_dn_1: 0.3327 loss_giou_dn_1: 0.6789 loss_class_dn_2: 0.1651 loss_bbox_dn_2: 0.3217 loss_giou_dn_2: 0.6574 loss_class_dn_3: 0.1637 loss_bbox_dn_3: 0.3173 loss_giou_dn_3: 0.6443 loss_class_dn_4: 0.1634 loss_bbox_dn_4: 0.3159 loss_giou_dn_4: 0.64 time: 1.1118 data_time: 0.1073 lr: 0.0001 max_mem: 39999M [05/19 18:13:08 d2.utils.events]: eta: 2 days, 19:52:50 iter: 4449 total_loss: 15.21 loss_class: 0.4113 loss_bbox: 0.1785 loss_giou: 0.5296 loss_class_0: 0.4438 loss_bbox_0: 0.1899 loss_giou_0: 0.5628 loss_class_1: 0.4242 loss_bbox_1: 0.1847 loss_giou_1: 0.5452 loss_class_2: 0.4162 loss_bbox_2: 0.1808 loss_giou_2: 0.5424 loss_class_3: 0.4127 loss_bbox_3: 0.1786 loss_giou_3: 0.5338 loss_class_4: 0.413 loss_bbox_4: 0.1788 loss_giou_4: 0.5298 loss_class_enc: 0.4344 loss_bbox_enc: 0.2201 loss_giou_enc: 0.6235 loss_class_dn: 0.1613 loss_bbox_dn: 0.3103 loss_giou_dn: 0.6395 loss_class_dn_0: 0.1899 loss_bbox_dn_0: 0.3732 loss_giou_dn_0: 0.7793 loss_class_dn_1: 0.1728 loss_bbox_dn_1: 0.3261 loss_giou_dn_1: 0.6763 loss_class_dn_2: 0.165 loss_bbox_dn_2: 0.3157 loss_giou_dn_2: 0.6562 loss_class_dn_3: 0.1625 loss_bbox_dn_3: 0.3113 loss_giou_dn_3: 0.6433 loss_class_dn_4: 0.162 loss_bbox_dn_4: 0.3104 loss_giou_dn_4: 0.6394 time: 1.1117 data_time: 0.1119 lr: 0.0001 max_mem: 39999M [05/19 18:14:04 d2.utils.events]: eta: 2 days, 19:49:35 iter: 4499 total_loss: 15.24 loss_class: 0.411 loss_bbox: 0.1751 loss_giou: 0.5198 loss_class_0: 0.4477 loss_bbox_0: 0.1867 loss_giou_0: 0.5493 loss_class_1: 0.4277 loss_bbox_1: 0.1816 loss_giou_1: 0.5343 loss_class_2: 0.4144 loss_bbox_2: 0.1811 loss_giou_2: 0.532 loss_class_3: 0.4121 loss_bbox_3: 0.1771 loss_giou_3: 0.5243 loss_class_4: 0.4103 loss_bbox_4: 0.1758 loss_giou_4: 0.5209 loss_class_enc: 0.437 loss_bbox_enc: 0.2192 loss_giou_enc: 0.6155 loss_class_dn: 0.167 loss_bbox_dn: 0.3164 loss_giou_dn: 0.6324 loss_class_dn_0: 0.1945 loss_bbox_dn_0: 0.3829 loss_giou_dn_0: 0.7852 loss_class_dn_1: 0.1775 loss_bbox_dn_1: 0.3335 loss_giou_dn_1: 0.6705 loss_class_dn_2: 0.171 loss_bbox_dn_2: 0.3225 loss_giou_dn_2: 0.6494 loss_class_dn_3: 0.1691 loss_bbox_dn_3: 0.3179 loss_giou_dn_3: 0.6364 loss_class_dn_4: 0.1679 loss_bbox_dn_4: 0.3166 loss_giou_dn_4: 0.6324 time: 1.1116 data_time: 0.1049 lr: 0.0001 max_mem: 39999M [05/19 18:15:00 d2.utils.events]: eta: 2 days, 19:52:35 iter: 4549 total_loss: 15.04 loss_class: 0.3993 loss_bbox: 0.1763 loss_giou: 0.5254 loss_class_0: 0.4318 loss_bbox_0: 0.1913 loss_giou_0: 0.5592 loss_class_1: 0.4137 loss_bbox_1: 0.1853 loss_giou_1: 0.5443 loss_class_2: 0.4006 loss_bbox_2: 0.1811 loss_giou_2: 0.5369 loss_class_3: 0.4007 loss_bbox_3: 0.1785 loss_giou_3: 0.5302 loss_class_4: 0.399 loss_bbox_4: 0.177 loss_giou_4: 0.5277 loss_class_enc: 0.4251 loss_bbox_enc: 0.2225 loss_giou_enc: 0.6293 loss_class_dn: 0.1583 loss_bbox_dn: 0.3082 loss_giou_dn: 0.6371 loss_class_dn_0: 0.1858 loss_bbox_dn_0: 0.3808 loss_giou_dn_0: 0.7823 loss_class_dn_1: 0.1681 loss_bbox_dn_1: 0.3278 loss_giou_dn_1: 0.6768 loss_class_dn_2: 0.1604 loss_bbox_dn_2: 0.3158 loss_giou_dn_2: 0.6546 loss_class_dn_3: 0.1591 loss_bbox_dn_3: 0.3099 loss_giou_dn_3: 0.6417 loss_class_dn_4: 0.1587 loss_bbox_dn_4: 0.3083 loss_giou_dn_4: 0.637 time: 1.1117 data_time: 0.1059 lr: 0.0001 max_mem: 39999M [05/19 18:15:56 d2.utils.events]: eta: 2 days, 19:46:18 iter: 4599 total_loss: 15.2 loss_class: 0.4192 loss_bbox: 0.1804 loss_giou: 0.5238 loss_class_0: 0.4604 loss_bbox_0: 0.1905 loss_giou_0: 0.5573 loss_class_1: 0.4395 loss_bbox_1: 0.1865 loss_giou_1: 0.5428 loss_class_2: 0.4265 loss_bbox_2: 0.1829 loss_giou_2: 0.5376 loss_class_3: 0.4197 loss_bbox_3: 0.1797 loss_giou_3: 0.5307 loss_class_4: 0.4182 loss_bbox_4: 0.181 loss_giou_4: 0.5284 loss_class_enc: 0.4464 loss_bbox_enc: 0.2231 loss_giou_enc: 0.6251 loss_class_dn: 0.1653 loss_bbox_dn: 0.3174 loss_giou_dn: 0.6381 loss_class_dn_0: 0.1932 loss_bbox_dn_0: 0.3781 loss_giou_dn_0: 0.7773 loss_class_dn_1: 0.1755 loss_bbox_dn_1: 0.3341 loss_giou_dn_1: 0.6739 loss_class_dn_2: 0.1686 loss_bbox_dn_2: 0.3246 loss_giou_dn_2: 0.6557 loss_class_dn_3: 0.1674 loss_bbox_dn_3: 0.3187 loss_giou_dn_3: 0.6415 loss_class_dn_4: 0.1663 loss_bbox_dn_4: 0.3175 loss_giou_dn_4: 0.6379 time: 1.1116 data_time: 0.0986 lr: 0.0001 max_mem: 39999M [05/19 18:16:52 d2.utils.events]: eta: 2 days, 19:45:00 iter: 4649 total_loss: 15.08 loss_class: 0.4003 loss_bbox: 0.1763 loss_giou: 0.5349 loss_class_0: 0.4422 loss_bbox_0: 0.1866 loss_giou_0: 0.56 loss_class_1: 0.4198 loss_bbox_1: 0.1804 loss_giou_1: 0.5479 loss_class_2: 0.4098 loss_bbox_2: 0.1789 loss_giou_2: 0.5445 loss_class_3: 0.4028 loss_bbox_3: 0.1775 loss_giou_3: 0.5395 loss_class_4: 0.4044 loss_bbox_4: 0.1769 loss_giou_4: 0.5349 loss_class_enc: 0.4336 loss_bbox_enc: 0.2142 loss_giou_enc: 0.6226 loss_class_dn: 0.1592 loss_bbox_dn: 0.3025 loss_giou_dn: 0.6387 loss_class_dn_0: 0.1912 loss_bbox_dn_0: 0.3651 loss_giou_dn_0: 0.7726 loss_class_dn_1: 0.1731 loss_bbox_dn_1: 0.3189 loss_giou_dn_1: 0.6765 loss_class_dn_2: 0.1645 loss_bbox_dn_2: 0.3073 loss_giou_dn_2: 0.6551 loss_class_dn_3: 0.1617 loss_bbox_dn_3: 0.3041 loss_giou_dn_3: 0.6428 loss_class_dn_4: 0.1602 loss_bbox_dn_4: 0.3027 loss_giou_dn_4: 0.6387 time: 1.1117 data_time: 0.1063 lr: 0.0001 max_mem: 39999M [05/19 18:17:48 d2.utils.events]: eta: 2 days, 19:39:20 iter: 4699 total_loss: 15.27 loss_class: 0.4121 loss_bbox: 0.1802 loss_giou: 0.5284 loss_class_0: 0.4502 loss_bbox_0: 0.192 loss_giou_0: 0.5585 loss_class_1: 0.4315 loss_bbox_1: 0.1853 loss_giou_1: 0.5409 loss_class_2: 0.4188 loss_bbox_2: 0.1838 loss_giou_2: 0.5381 loss_class_3: 0.4153 loss_bbox_3: 0.1823 loss_giou_3: 0.5321 loss_class_4: 0.414 loss_bbox_4: 0.1792 loss_giou_4: 0.5297 loss_class_enc: 0.4403 loss_bbox_enc: 0.2225 loss_giou_enc: 0.6254 loss_class_dn: 0.1645 loss_bbox_dn: 0.3147 loss_giou_dn: 0.6324 loss_class_dn_0: 0.1915 loss_bbox_dn_0: 0.3796 loss_giou_dn_0: 0.7762 loss_class_dn_1: 0.1743 loss_bbox_dn_1: 0.3312 loss_giou_dn_1: 0.6703 loss_class_dn_2: 0.1662 loss_bbox_dn_2: 0.3205 loss_giou_dn_2: 0.6506 loss_class_dn_3: 0.1653 loss_bbox_dn_3: 0.3162 loss_giou_dn_3: 0.6373 loss_class_dn_4: 0.1646 loss_bbox_dn_4: 0.3149 loss_giou_dn_4: 0.6325 time: 1.1117 data_time: 0.1026 lr: 0.0001 max_mem: 39999M [05/19 18:18:44 d2.utils.events]: eta: 2 days, 19:35:40 iter: 4749 total_loss: 15.09 loss_class: 0.4061 loss_bbox: 0.1789 loss_giou: 0.5369 loss_class_0: 0.4463 loss_bbox_0: 0.1966 loss_giou_0: 0.567 loss_class_1: 0.4224 loss_bbox_1: 0.1867 loss_giou_1: 0.5494 loss_class_2: 0.4147 loss_bbox_2: 0.184 loss_giou_2: 0.5467 loss_class_3: 0.4084 loss_bbox_3: 0.1817 loss_giou_3: 0.5418 loss_class_4: 0.4053 loss_bbox_4: 0.1799 loss_giou_4: 0.5387 loss_class_enc: 0.4318 loss_bbox_enc: 0.2256 loss_giou_enc: 0.6343 loss_class_dn: 0.1565 loss_bbox_dn: 0.3111 loss_giou_dn: 0.6365 loss_class_dn_0: 0.1847 loss_bbox_dn_0: 0.3719 loss_giou_dn_0: 0.7766 loss_class_dn_1: 0.168 loss_bbox_dn_1: 0.3278 loss_giou_dn_1: 0.6769 loss_class_dn_2: 0.1601 loss_bbox_dn_2: 0.3161 loss_giou_dn_2: 0.654 loss_class_dn_3: 0.1582 loss_bbox_dn_3: 0.3114 loss_giou_dn_3: 0.641 loss_class_dn_4: 0.1569 loss_bbox_dn_4: 0.3111 loss_giou_dn_4: 0.6364 time: 1.1118 data_time: 0.0974 lr: 0.0001 max_mem: 39999M [05/19 18:19:40 d2.utils.events]: eta: 2 days, 19:31:36 iter: 4799 total_loss: 14.78 loss_class: 0.3982 loss_bbox: 0.1734 loss_giou: 0.5128 loss_class_0: 0.4393 loss_bbox_0: 0.1875 loss_giou_0: 0.5409 loss_class_1: 0.4191 loss_bbox_1: 0.1802 loss_giou_1: 0.5238 loss_class_2: 0.4042 loss_bbox_2: 0.178 loss_giou_2: 0.521 loss_class_3: 0.4003 loss_bbox_3: 0.1731 loss_giou_3: 0.515 loss_class_4: 0.3991 loss_bbox_4: 0.1737 loss_giou_4: 0.5134 loss_class_enc: 0.431 loss_bbox_enc: 0.2211 loss_giou_enc: 0.6073 loss_class_dn: 0.1591 loss_bbox_dn: 0.3181 loss_giou_dn: 0.628 loss_class_dn_0: 0.1877 loss_bbox_dn_0: 0.3813 loss_giou_dn_0: 0.7643 loss_class_dn_1: 0.17 loss_bbox_dn_1: 0.3339 loss_giou_dn_1: 0.6638 loss_class_dn_2: 0.163 loss_bbox_dn_2: 0.3245 loss_giou_dn_2: 0.6443 loss_class_dn_3: 0.1611 loss_bbox_dn_3: 0.3193 loss_giou_dn_3: 0.6321 loss_class_dn_4: 0.1601 loss_bbox_dn_4: 0.3182 loss_giou_dn_4: 0.6281 time: 1.1117 data_time: 0.1019 lr: 0.0001 max_mem: 39999M [05/19 18:20:36 d2.utils.events]: eta: 2 days, 19:29:33 iter: 4849 total_loss: 14.92 loss_class: 0.3948 loss_bbox: 0.1763 loss_giou: 0.5283 loss_class_0: 0.4363 loss_bbox_0: 0.187 loss_giou_0: 0.5553 loss_class_1: 0.416 loss_bbox_1: 0.1836 loss_giou_1: 0.5393 loss_class_2: 0.4018 loss_bbox_2: 0.1808 loss_giou_2: 0.5383 loss_class_3: 0.4012 loss_bbox_3: 0.1776 loss_giou_3: 0.5317 loss_class_4: 0.397 loss_bbox_4: 0.176 loss_giou_4: 0.5311 loss_class_enc: 0.4267 loss_bbox_enc: 0.2183 loss_giou_enc: 0.6197 loss_class_dn: 0.1555 loss_bbox_dn: 0.3013 loss_giou_dn: 0.6278 loss_class_dn_0: 0.1838 loss_bbox_dn_0: 0.3651 loss_giou_dn_0: 0.7661 loss_class_dn_1: 0.1653 loss_bbox_dn_1: 0.3176 loss_giou_dn_1: 0.6667 loss_class_dn_2: 0.1578 loss_bbox_dn_2: 0.3065 loss_giou_dn_2: 0.6458 loss_class_dn_3: 0.1569 loss_bbox_dn_3: 0.3025 loss_giou_dn_3: 0.6308 loss_class_dn_4: 0.1564 loss_bbox_dn_4: 0.3015 loss_giou_dn_4: 0.628 time: 1.1119 data_time: 0.1009 lr: 0.0001 max_mem: 39999M [05/19 18:21:32 d2.utils.events]: eta: 2 days, 19:26:38 iter: 4899 total_loss: 15.14 loss_class: 0.4035 loss_bbox: 0.1761 loss_giou: 0.5335 loss_class_0: 0.445 loss_bbox_0: 0.192 loss_giou_0: 0.5644 loss_class_1: 0.4225 loss_bbox_1: 0.1839 loss_giou_1: 0.5453 loss_class_2: 0.4062 loss_bbox_2: 0.1827 loss_giou_2: 0.5471 loss_class_3: 0.4058 loss_bbox_3: 0.1784 loss_giou_3: 0.5394 loss_class_4: 0.4052 loss_bbox_4: 0.1774 loss_giou_4: 0.5345 loss_class_enc: 0.4338 loss_bbox_enc: 0.2216 loss_giou_enc: 0.63 loss_class_dn: 0.1627 loss_bbox_dn: 0.3136 loss_giou_dn: 0.6368 loss_class_dn_0: 0.1924 loss_bbox_dn_0: 0.3774 loss_giou_dn_0: 0.7778 loss_class_dn_1: 0.1728 loss_bbox_dn_1: 0.3313 loss_giou_dn_1: 0.6735 loss_class_dn_2: 0.1653 loss_bbox_dn_2: 0.3204 loss_giou_dn_2: 0.6512 loss_class_dn_3: 0.1652 loss_bbox_dn_3: 0.3152 loss_giou_dn_3: 0.6401 loss_class_dn_4: 0.1642 loss_bbox_dn_4: 0.314 loss_giou_dn_4: 0.6369 time: 1.1119 data_time: 0.1009 lr: 0.0001 max_mem: 39999M [05/19 18:22:28 d2.utils.events]: eta: 2 days, 19:26:57 iter: 4949 total_loss: 14.99 loss_class: 0.4013 loss_bbox: 0.1726 loss_giou: 0.521 loss_class_0: 0.4382 loss_bbox_0: 0.1847 loss_giou_0: 0.5435 loss_class_1: 0.4186 loss_bbox_1: 0.179 loss_giou_1: 0.531 loss_class_2: 0.4029 loss_bbox_2: 0.1789 loss_giou_2: 0.5262 loss_class_3: 0.4022 loss_bbox_3: 0.1747 loss_giou_3: 0.5231 loss_class_4: 0.4009 loss_bbox_4: 0.174 loss_giou_4: 0.5207 loss_class_enc: 0.4336 loss_bbox_enc: 0.2163 loss_giou_enc: 0.6193 loss_class_dn: 0.1561 loss_bbox_dn: 0.3091 loss_giou_dn: 0.6232 loss_class_dn_0: 0.1845 loss_bbox_dn_0: 0.3724 loss_giou_dn_0: 0.7602 loss_class_dn_1: 0.1679 loss_bbox_dn_1: 0.3237 loss_giou_dn_1: 0.6569 loss_class_dn_2: 0.1601 loss_bbox_dn_2: 0.3141 loss_giou_dn_2: 0.6366 loss_class_dn_3: 0.1589 loss_bbox_dn_3: 0.3105 loss_giou_dn_3: 0.6265 loss_class_dn_4: 0.1573 loss_bbox_dn_4: 0.3093 loss_giou_dn_4: 0.6233 time: 1.1119 data_time: 0.0997 lr: 0.0001 max_mem: 39999M [05/19 18:23:25 d2.utils.events]: eta: 2 days, 19:26:48 iter: 4999 total_loss: 14.84 loss_class: 0.4003 loss_bbox: 0.169 loss_giou: 0.5247 loss_class_0: 0.4412 loss_bbox_0: 0.1803 loss_giou_0: 0.5516 loss_class_1: 0.4249 loss_bbox_1: 0.1743 loss_giou_1: 0.5377 loss_class_2: 0.4053 loss_bbox_2: 0.1717 loss_giou_2: 0.5334 loss_class_3: 0.4046 loss_bbox_3: 0.1712 loss_giou_3: 0.5297 loss_class_4: 0.4037 loss_bbox_4: 0.1696 loss_giou_4: 0.5259 loss_class_enc: 0.4307 loss_bbox_enc: 0.2098 loss_giou_enc: 0.6099 loss_class_dn: 0.1602 loss_bbox_dn: 0.2966 loss_giou_dn: 0.63 loss_class_dn_0: 0.1906 loss_bbox_dn_0: 0.3522 loss_giou_dn_0: 0.7667 loss_class_dn_1: 0.172 loss_bbox_dn_1: 0.3114 loss_giou_dn_1: 0.6677 loss_class_dn_2: 0.1641 loss_bbox_dn_2: 0.3011 loss_giou_dn_2: 0.6482 loss_class_dn_3: 0.1629 loss_bbox_dn_3: 0.2976 loss_giou_dn_3: 0.6344 loss_class_dn_4: 0.1622 loss_bbox_dn_4: 0.297 loss_giou_dn_4: 0.6302 time: 1.1121 data_time: 0.1008 lr: 0.0001 max_mem: 39999M [05/19 18:24:21 d2.utils.events]: eta: 2 days, 19:25:45 iter: 5049 total_loss: 14.78 loss_class: 0.4025 loss_bbox: 0.1771 loss_giou: 0.5224 loss_class_0: 0.4442 loss_bbox_0: 0.1917 loss_giou_0: 0.551 loss_class_1: 0.42 loss_bbox_1: 0.1825 loss_giou_1: 0.5336 loss_class_2: 0.4056 loss_bbox_2: 0.1826 loss_giou_2: 0.5313 loss_class_3: 0.4039 loss_bbox_3: 0.179 loss_giou_3: 0.5246 loss_class_4: 0.4035 loss_bbox_4: 0.1777 loss_giou_4: 0.5217 loss_class_enc: 0.4337 loss_bbox_enc: 0.2195 loss_giou_enc: 0.615 loss_class_dn: 0.1568 loss_bbox_dn: 0.3128 loss_giou_dn: 0.6184 loss_class_dn_0: 0.1882 loss_bbox_dn_0: 0.3793 loss_giou_dn_0: 0.7655 loss_class_dn_1: 0.1698 loss_bbox_dn_1: 0.331 loss_giou_dn_1: 0.6593 loss_class_dn_2: 0.1599 loss_bbox_dn_2: 0.3194 loss_giou_dn_2: 0.6359 loss_class_dn_3: 0.1581 loss_bbox_dn_3: 0.3143 loss_giou_dn_3: 0.6225 loss_class_dn_4: 0.1574 loss_bbox_dn_4: 0.3131 loss_giou_dn_4: 0.6184 time: 1.1121 data_time: 0.1053 lr: 0.0001 max_mem: 39999M [05/19 18:25:17 d2.utils.events]: eta: 2 days, 19:25:42 iter: 5099 total_loss: 14.65 loss_class: 0.3918 loss_bbox: 0.1739 loss_giou: 0.5144 loss_class_0: 0.4332 loss_bbox_0: 0.1854 loss_giou_0: 0.5357 loss_class_1: 0.41 loss_bbox_1: 0.1794 loss_giou_1: 0.5228 loss_class_2: 0.3965 loss_bbox_2: 0.1781 loss_giou_2: 0.5204 loss_class_3: 0.3925 loss_bbox_3: 0.1764 loss_giou_3: 0.5191 loss_class_4: 0.3914 loss_bbox_4: 0.1743 loss_giou_4: 0.5156 loss_class_enc: 0.4262 loss_bbox_enc: 0.2139 loss_giou_enc: 0.5983 loss_class_dn: 0.1538 loss_bbox_dn: 0.3055 loss_giou_dn: 0.6178 loss_class_dn_0: 0.1846 loss_bbox_dn_0: 0.3741 loss_giou_dn_0: 0.7551 loss_class_dn_1: 0.1661 loss_bbox_dn_1: 0.3228 loss_giou_dn_1: 0.6567 loss_class_dn_2: 0.1579 loss_bbox_dn_2: 0.3124 loss_giou_dn_2: 0.6357 loss_class_dn_3: 0.1554 loss_bbox_dn_3: 0.3078 loss_giou_dn_3: 0.6225 loss_class_dn_4: 0.1542 loss_bbox_dn_4: 0.3058 loss_giou_dn_4: 0.618 time: 1.1122 data_time: 0.1067 lr: 0.0001 max_mem: 39999M [05/19 18:26:14 d2.utils.events]: eta: 2 days, 19:25:45 iter: 5149 total_loss: 14.8 loss_class: 0.3954 loss_bbox: 0.1727 loss_giou: 0.5223 loss_class_0: 0.4374 loss_bbox_0: 0.1843 loss_giou_0: 0.5528 loss_class_1: 0.4156 loss_bbox_1: 0.1801 loss_giou_1: 0.5332 loss_class_2: 0.4001 loss_bbox_2: 0.1788 loss_giou_2: 0.5332 loss_class_3: 0.3983 loss_bbox_3: 0.175 loss_giou_3: 0.5277 loss_class_4: 0.3958 loss_bbox_4: 0.1728 loss_giou_4: 0.5235 loss_class_enc: 0.4242 loss_bbox_enc: 0.2193 loss_giou_enc: 0.6214 loss_class_dn: 0.154 loss_bbox_dn: 0.3116 loss_giou_dn: 0.6211 loss_class_dn_0: 0.1825 loss_bbox_dn_0: 0.3733 loss_giou_dn_0: 0.7643 loss_class_dn_1: 0.1652 loss_bbox_dn_1: 0.3264 loss_giou_dn_1: 0.6633 loss_class_dn_2: 0.1568 loss_bbox_dn_2: 0.3157 loss_giou_dn_2: 0.6386 loss_class_dn_3: 0.155 loss_bbox_dn_3: 0.3129 loss_giou_dn_3: 0.6257 loss_class_dn_4: 0.1544 loss_bbox_dn_4: 0.3116 loss_giou_dn_4: 0.6209 time: 1.1123 data_time: 0.1026 lr: 0.0001 max_mem: 39999M [05/19 18:27:11 d2.utils.events]: eta: 2 days, 19:26:34 iter: 5199 total_loss: 14.71 loss_class: 0.387 loss_bbox: 0.1759 loss_giou: 0.5249 loss_class_0: 0.4309 loss_bbox_0: 0.1872 loss_giou_0: 0.5522 loss_class_1: 0.4083 loss_bbox_1: 0.1815 loss_giou_1: 0.5386 loss_class_2: 0.3929 loss_bbox_2: 0.1789 loss_giou_2: 0.5352 loss_class_3: 0.3897 loss_bbox_3: 0.1766 loss_giou_3: 0.5294 loss_class_4: 0.3886 loss_bbox_4: 0.1766 loss_giou_4: 0.5248 loss_class_enc: 0.4211 loss_bbox_enc: 0.2144 loss_giou_enc: 0.6168 loss_class_dn: 0.1533 loss_bbox_dn: 0.3017 loss_giou_dn: 0.629 loss_class_dn_0: 0.1833 loss_bbox_dn_0: 0.3691 loss_giou_dn_0: 0.766 loss_class_dn_1: 0.1653 loss_bbox_dn_1: 0.3202 loss_giou_dn_1: 0.6649 loss_class_dn_2: 0.1564 loss_bbox_dn_2: 0.3101 loss_giou_dn_2: 0.6446 loss_class_dn_3: 0.1544 loss_bbox_dn_3: 0.3046 loss_giou_dn_3: 0.6341 loss_class_dn_4: 0.1532 loss_bbox_dn_4: 0.3019 loss_giou_dn_4: 0.629 time: 1.1124 data_time: 0.0953 lr: 0.0001 max_mem: 39999M [05/19 18:28:07 d2.utils.events]: eta: 2 days, 19:25:45 iter: 5249 total_loss: 14.7 loss_class: 0.3861 loss_bbox: 0.1753 loss_giou: 0.5259 loss_class_0: 0.4331 loss_bbox_0: 0.1869 loss_giou_0: 0.547 loss_class_1: 0.4026 loss_bbox_1: 0.1811 loss_giou_1: 0.537 loss_class_2: 0.3926 loss_bbox_2: 0.1787 loss_giou_2: 0.5358 loss_class_3: 0.3906 loss_bbox_3: 0.1767 loss_giou_3: 0.529 loss_class_4: 0.3893 loss_bbox_4: 0.176 loss_giou_4: 0.5269 loss_class_enc: 0.4194 loss_bbox_enc: 0.2153 loss_giou_enc: 0.6102 loss_class_dn: 0.1478 loss_bbox_dn: 0.3054 loss_giou_dn: 0.6214 loss_class_dn_0: 0.1794 loss_bbox_dn_0: 0.3722 loss_giou_dn_0: 0.7651 loss_class_dn_1: 0.1603 loss_bbox_dn_1: 0.3223 loss_giou_dn_1: 0.6584 loss_class_dn_2: 0.1517 loss_bbox_dn_2: 0.3113 loss_giou_dn_2: 0.6359 loss_class_dn_3: 0.15 loss_bbox_dn_3: 0.307 loss_giou_dn_3: 0.6245 loss_class_dn_4: 0.1485 loss_bbox_dn_4: 0.3056 loss_giou_dn_4: 0.6214 time: 1.1126 data_time: 0.1028 lr: 0.0001 max_mem: 39999M [05/19 18:29:03 d2.utils.events]: eta: 2 days, 19:21:20 iter: 5299 total_loss: 14.73 loss_class: 0.3852 loss_bbox: 0.174 loss_giou: 0.5166 loss_class_0: 0.431 loss_bbox_0: 0.1878 loss_giou_0: 0.5436 loss_class_1: 0.4085 loss_bbox_1: 0.1823 loss_giou_1: 0.5312 loss_class_2: 0.3888 loss_bbox_2: 0.1794 loss_giou_2: 0.5281 loss_class_3: 0.3877 loss_bbox_3: 0.1759 loss_giou_3: 0.5212 loss_class_4: 0.3867 loss_bbox_4: 0.1757 loss_giou_4: 0.5176 loss_class_enc: 0.4213 loss_bbox_enc: 0.2141 loss_giou_enc: 0.6033 loss_class_dn: 0.1477 loss_bbox_dn: 0.3059 loss_giou_dn: 0.6198 loss_class_dn_0: 0.1803 loss_bbox_dn_0: 0.3766 loss_giou_dn_0: 0.7606 loss_class_dn_1: 0.1597 loss_bbox_dn_1: 0.3228 loss_giou_dn_1: 0.6541 loss_class_dn_2: 0.1511 loss_bbox_dn_2: 0.312 loss_giou_dn_2: 0.6342 loss_class_dn_3: 0.1497 loss_bbox_dn_3: 0.3073 loss_giou_dn_3: 0.6236 loss_class_dn_4: 0.148 loss_bbox_dn_4: 0.3058 loss_giou_dn_4: 0.6199 time: 1.1126 data_time: 0.0998 lr: 0.0001 max_mem: 39999M [05/19 18:30:00 d2.utils.events]: eta: 2 days, 19:20:08 iter: 5349 total_loss: 14.57 loss_class: 0.3899 loss_bbox: 0.1715 loss_giou: 0.5106 loss_class_0: 0.4361 loss_bbox_0: 0.1855 loss_giou_0: 0.5368 loss_class_1: 0.4136 loss_bbox_1: 0.1781 loss_giou_1: 0.5247 loss_class_2: 0.3952 loss_bbox_2: 0.1758 loss_giou_2: 0.5191 loss_class_3: 0.3929 loss_bbox_3: 0.1727 loss_giou_3: 0.511 loss_class_4: 0.3905 loss_bbox_4: 0.1717 loss_giou_4: 0.5108 loss_class_enc: 0.4269 loss_bbox_enc: 0.2149 loss_giou_enc: 0.602 loss_class_dn: 0.1554 loss_bbox_dn: 0.3066 loss_giou_dn: 0.6159 loss_class_dn_0: 0.1863 loss_bbox_dn_0: 0.3792 loss_giou_dn_0: 0.7637 loss_class_dn_1: 0.1672 loss_bbox_dn_1: 0.3273 loss_giou_dn_1: 0.6565 loss_class_dn_2: 0.1597 loss_bbox_dn_2: 0.3135 loss_giou_dn_2: 0.6342 loss_class_dn_3: 0.1582 loss_bbox_dn_3: 0.3086 loss_giou_dn_3: 0.6197 loss_class_dn_4: 0.1567 loss_bbox_dn_4: 0.3068 loss_giou_dn_4: 0.6161 time: 1.1127 data_time: 0.1037 lr: 0.0001 max_mem: 39999M [05/19 18:30:56 d2.utils.events]: eta: 2 days, 19:19:30 iter: 5399 total_loss: 14.57 loss_class: 0.3865 loss_bbox: 0.1749 loss_giou: 0.5203 loss_class_0: 0.4329 loss_bbox_0: 0.1852 loss_giou_0: 0.5426 loss_class_1: 0.4072 loss_bbox_1: 0.1767 loss_giou_1: 0.5327 loss_class_2: 0.3921 loss_bbox_2: 0.1766 loss_giou_2: 0.5259 loss_class_3: 0.3895 loss_bbox_3: 0.1758 loss_giou_3: 0.5197 loss_class_4: 0.3875 loss_bbox_4: 0.1743 loss_giou_4: 0.518 loss_class_enc: 0.424 loss_bbox_enc: 0.2125 loss_giou_enc: 0.6085 loss_class_dn: 0.1484 loss_bbox_dn: 0.2923 loss_giou_dn: 0.6133 loss_class_dn_0: 0.1794 loss_bbox_dn_0: 0.362 loss_giou_dn_0: 0.7518 loss_class_dn_1: 0.1614 loss_bbox_dn_1: 0.3112 loss_giou_dn_1: 0.6496 loss_class_dn_2: 0.1516 loss_bbox_dn_2: 0.301 loss_giou_dn_2: 0.6283 loss_class_dn_3: 0.1497 loss_bbox_dn_3: 0.2946 loss_giou_dn_3: 0.6168 loss_class_dn_4: 0.1487 loss_bbox_dn_4: 0.2923 loss_giou_dn_4: 0.6134 time: 1.1127 data_time: 0.1096 lr: 0.0001 max_mem: 39999M [05/19 18:31:52 d2.utils.events]: eta: 2 days, 19:18:35 iter: 5449 total_loss: 14.76 loss_class: 0.3945 loss_bbox: 0.1753 loss_giou: 0.5171 loss_class_0: 0.4472 loss_bbox_0: 0.18 loss_giou_0: 0.5368 loss_class_1: 0.4188 loss_bbox_1: 0.178 loss_giou_1: 0.5239 loss_class_2: 0.4015 loss_bbox_2: 0.1777 loss_giou_2: 0.5243 loss_class_3: 0.3997 loss_bbox_3: 0.1758 loss_giou_3: 0.5167 loss_class_4: 0.3993 loss_bbox_4: 0.1745 loss_giou_4: 0.5165 loss_class_enc: 0.4276 loss_bbox_enc: 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loss_giou_enc: 0.599 loss_class_dn: 0.1488 loss_bbox_dn: 0.3163 loss_giou_dn: 0.609 loss_class_dn_0: 0.1788 loss_bbox_dn_0: 0.3818 loss_giou_dn_0: 0.7475 loss_class_dn_1: 0.161 loss_bbox_dn_1: 0.3333 loss_giou_dn_1: 0.645 loss_class_dn_2: 0.1526 loss_bbox_dn_2: 0.3223 loss_giou_dn_2: 0.6253 loss_class_dn_3: 0.1509 loss_bbox_dn_3: 0.3178 loss_giou_dn_3: 0.6128 loss_class_dn_4: 0.1493 loss_bbox_dn_4: 0.3163 loss_giou_dn_4: 0.6089 time: 1.1128 data_time: 0.1038 lr: 0.0001 max_mem: 39999M [05/19 18:33:44 d2.utils.events]: eta: 2 days, 19:16:33 iter: 5549 total_loss: 14.47 loss_class: 0.3836 loss_bbox: 0.163 loss_giou: 0.5177 loss_class_0: 0.4305 loss_bbox_0: 0.1723 loss_giou_0: 0.5441 loss_class_1: 0.4056 loss_bbox_1: 0.169 loss_giou_1: 0.5298 loss_class_2: 0.3873 loss_bbox_2: 0.1669 loss_giou_2: 0.5259 loss_class_3: 0.3869 loss_bbox_3: 0.1641 loss_giou_3: 0.5199 loss_class_4: 0.3843 loss_bbox_4: 0.1635 loss_giou_4: 0.5169 loss_class_enc: 0.4189 loss_bbox_enc: 0.1999 loss_giou_enc: 0.6001 loss_class_dn: 0.1514 loss_bbox_dn: 0.2924 loss_giou_dn: 0.6138 loss_class_dn_0: 0.1829 loss_bbox_dn_0: 0.3586 loss_giou_dn_0: 0.7473 loss_class_dn_1: 0.1621 loss_bbox_dn_1: 0.3086 loss_giou_dn_1: 0.647 loss_class_dn_2: 0.1545 loss_bbox_dn_2: 0.2981 loss_giou_dn_2: 0.6301 loss_class_dn_3: 0.153 loss_bbox_dn_3: 0.2941 loss_giou_dn_3: 0.6175 loss_class_dn_4: 0.1516 loss_bbox_dn_4: 0.2925 loss_giou_dn_4: 0.6137 time: 1.1128 data_time: 0.0987 lr: 0.0001 max_mem: 39999M [05/19 18:34:41 d2.utils.events]: eta: 2 days, 19:19:12 iter: 5599 total_loss: 14.7 loss_class: 0.3805 loss_bbox: 0.1738 loss_giou: 0.5236 loss_class_0: 0.4324 loss_bbox_0: 0.1853 loss_giou_0: 0.5498 loss_class_1: 0.4042 loss_bbox_1: 0.1807 loss_giou_1: 0.5358 loss_class_2: 0.3874 loss_bbox_2: 0.1763 loss_giou_2: 0.5313 loss_class_3: 0.3847 loss_bbox_3: 0.1748 loss_giou_3: 0.529 loss_class_4: 0.3829 loss_bbox_4: 0.1726 loss_giou_4: 0.5238 loss_class_enc: 0.4182 loss_bbox_enc: 0.2183 loss_giou_enc: 0.6207 loss_class_dn: 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0.6114 loss_class_dn_0: 0.1864 loss_bbox_dn_0: 0.3598 loss_giou_dn_0: 0.7533 loss_class_dn_1: 0.166 loss_bbox_dn_1: 0.3147 loss_giou_dn_1: 0.6484 loss_class_dn_2: 0.1573 loss_bbox_dn_2: 0.3039 loss_giou_dn_2: 0.6274 loss_class_dn_3: 0.1561 loss_bbox_dn_3: 0.2986 loss_giou_dn_3: 0.6157 loss_class_dn_4: 0.1541 loss_bbox_dn_4: 0.2975 loss_giou_dn_4: 0.6114 time: 1.1130 data_time: 0.1038 lr: 0.0001 max_mem: 39999M [05/19 18:37:29 d2.utils.events]: eta: 2 days, 19:16:28 iter: 5749 total_loss: 14.36 loss_class: 0.3727 loss_bbox: 0.17 loss_giou: 0.5142 loss_class_0: 0.4218 loss_bbox_0: 0.1774 loss_giou_0: 0.5395 loss_class_1: 0.3958 loss_bbox_1: 0.1736 loss_giou_1: 0.5263 loss_class_2: 0.3781 loss_bbox_2: 0.1734 loss_giou_2: 0.5229 loss_class_3: 0.3747 loss_bbox_3: 0.1688 loss_giou_3: 0.516 loss_class_4: 0.3725 loss_bbox_4: 0.1701 loss_giou_4: 0.5136 loss_class_enc: 0.4168 loss_bbox_enc: 0.2086 loss_giou_enc: 0.6011 loss_class_dn: 0.1436 loss_bbox_dn: 0.2948 loss_giou_dn: 0.6062 loss_class_dn_0: 0.1776 loss_bbox_dn_0: 0.3628 loss_giou_dn_0: 0.7432 loss_class_dn_1: 0.1591 loss_bbox_dn_1: 0.3146 loss_giou_dn_1: 0.6418 loss_class_dn_2: 0.1494 loss_bbox_dn_2: 0.3036 loss_giou_dn_2: 0.6215 loss_class_dn_3: 0.1473 loss_bbox_dn_3: 0.2972 loss_giou_dn_3: 0.6097 loss_class_dn_4: 0.1452 loss_bbox_dn_4: 0.2951 loss_giou_dn_4: 0.6061 time: 1.1130 data_time: 0.1054 lr: 0.0001 max_mem: 39999M [05/19 18:38:25 d2.utils.events]: eta: 2 days, 19:17:58 iter: 5799 total_loss: 14.38 loss_class: 0.3815 loss_bbox: 0.1739 loss_giou: 0.5269 loss_class_0: 0.4308 loss_bbox_0: 0.1797 loss_giou_0: 0.548 loss_class_1: 0.4024 loss_bbox_1: 0.1756 loss_giou_1: 0.5371 loss_class_2: 0.3843 loss_bbox_2: 0.177 loss_giou_2: 0.5329 loss_class_3: 0.3838 loss_bbox_3: 0.1747 loss_giou_3: 0.5281 loss_class_4: 0.383 loss_bbox_4: 0.1739 loss_giou_4: 0.5274 loss_class_enc: 0.4205 loss_bbox_enc: 0.2106 loss_giou_enc: 0.6118 loss_class_dn: 0.1421 loss_bbox_dn: 0.2876 loss_giou_dn: 0.6119 loss_class_dn_0: 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loss_bbox_dn_0: 0.3633 loss_giou_dn_0: 0.7666 loss_class_dn_1: 0.1612 loss_bbox_dn_1: 0.3172 loss_giou_dn_1: 0.6591 loss_class_dn_2: 0.1526 loss_bbox_dn_2: 0.3053 loss_giou_dn_2: 0.6394 loss_class_dn_3: 0.1508 loss_bbox_dn_3: 0.2999 loss_giou_dn_3: 0.6274 loss_class_dn_4: 0.1497 loss_bbox_dn_4: 0.2991 loss_giou_dn_4: 0.6245 time: 1.1130 data_time: 0.1108 lr: 0.0001 max_mem: 39999M [05/19 18:40:18 d2.utils.events]: eta: 2 days, 19:17:43 iter: 5899 total_loss: 14.46 loss_class: 0.3863 loss_bbox: 0.1744 loss_giou: 0.5182 loss_class_0: 0.4366 loss_bbox_0: 0.1828 loss_giou_0: 0.5404 loss_class_1: 0.4052 loss_bbox_1: 0.1798 loss_giou_1: 0.5327 loss_class_2: 0.3888 loss_bbox_2: 0.1768 loss_giou_2: 0.5273 loss_class_3: 0.3869 loss_bbox_3: 0.1751 loss_giou_3: 0.5209 loss_class_4: 0.3847 loss_bbox_4: 0.1739 loss_giou_4: 0.52 loss_class_enc: 0.4263 loss_bbox_enc: 0.2125 loss_giou_enc: 0.6096 loss_class_dn: 0.1507 loss_bbox_dn: 0.293 loss_giou_dn: 0.6103 loss_class_dn_0: 0.1827 loss_bbox_dn_0: 0.361 loss_giou_dn_0: 0.7484 loss_class_dn_1: 0.1628 loss_bbox_dn_1: 0.3115 loss_giou_dn_1: 0.6502 loss_class_dn_2: 0.1537 loss_bbox_dn_2: 0.2989 loss_giou_dn_2: 0.6278 loss_class_dn_3: 0.1522 loss_bbox_dn_3: 0.2941 loss_giou_dn_3: 0.6144 loss_class_dn_4: 0.1513 loss_bbox_dn_4: 0.293 loss_giou_dn_4: 0.6104 time: 1.1130 data_time: 0.1011 lr: 0.0001 max_mem: 39999M [05/19 18:41:14 d2.utils.events]: eta: 2 days, 19:18:14 iter: 5949 total_loss: 14.14 loss_class: 0.375 loss_bbox: 0.1663 loss_giou: 0.5051 loss_class_0: 0.4265 loss_bbox_0: 0.176 loss_giou_0: 0.5233 loss_class_1: 0.3957 loss_bbox_1: 0.1719 loss_giou_1: 0.5112 loss_class_2: 0.3807 loss_bbox_2: 0.1707 loss_giou_2: 0.5122 loss_class_3: 0.378 loss_bbox_3: 0.1684 loss_giou_3: 0.5066 loss_class_4: 0.3783 loss_bbox_4: 0.1678 loss_giou_4: 0.5067 loss_class_enc: 0.4164 loss_bbox_enc: 0.2039 loss_giou_enc: 0.5868 loss_class_dn: 0.1446 loss_bbox_dn: 0.2876 loss_giou_dn: 0.5975 loss_class_dn_0: 0.176 loss_bbox_dn_0: 0.3567 loss_giou_dn_0: 0.732 loss_class_dn_1: 0.1559 loss_bbox_dn_1: 0.3057 loss_giou_dn_1: 0.6336 loss_class_dn_2: 0.1482 loss_bbox_dn_2: 0.2944 loss_giou_dn_2: 0.6137 loss_class_dn_3: 0.146 loss_bbox_dn_3: 0.2895 loss_giou_dn_3: 0.6016 loss_class_dn_4: 0.1448 loss_bbox_dn_4: 0.2877 loss_giou_dn_4: 0.5975 time: 1.1131 data_time: 0.1006 lr: 0.0001 max_mem: 39999M [05/19 18:42:10 d2.utils.events]: eta: 2 days, 19:16:36 iter: 5999 total_loss: 14.61 loss_class: 0.3818 loss_bbox: 0.1743 loss_giou: 0.51 loss_class_0: 0.4322 loss_bbox_0: 0.1819 loss_giou_0: 0.5297 loss_class_1: 0.4035 loss_bbox_1: 0.1783 loss_giou_1: 0.5209 loss_class_2: 0.3854 loss_bbox_2: 0.1775 loss_giou_2: 0.5193 loss_class_3: 0.3828 loss_bbox_3: 0.1747 loss_giou_3: 0.5129 loss_class_4: 0.3827 loss_bbox_4: 0.1739 loss_giou_4: 0.5094 loss_class_enc: 0.4223 loss_bbox_enc: 0.2119 loss_giou_enc: 0.5984 loss_class_dn: 0.1482 loss_bbox_dn: 0.2996 loss_giou_dn: 0.6144 loss_class_dn_0: 0.1815 loss_bbox_dn_0: 0.3634 loss_giou_dn_0: 0.7495 loss_class_dn_1: 0.1619 loss_bbox_dn_1: 0.3184 loss_giou_dn_1: 0.6529 loss_class_dn_2: 0.1531 loss_bbox_dn_2: 0.3054 loss_giou_dn_2: 0.6315 loss_class_dn_3: 0.1501 loss_bbox_dn_3: 0.3003 loss_giou_dn_3: 0.6179 loss_class_dn_4: 0.149 loss_bbox_dn_4: 0.2996 loss_giou_dn_4: 0.6144 time: 1.1131 data_time: 0.1050 lr: 0.0001 max_mem: 39999M [05/19 18:43:06 d2.utils.events]: eta: 2 days, 19:14:57 iter: 6049 total_loss: 14.34 loss_class: 0.3697 loss_bbox: 0.1779 loss_giou: 0.5189 loss_class_0: 0.4206 loss_bbox_0: 0.1868 loss_giou_0: 0.5409 loss_class_1: 0.3913 loss_bbox_1: 0.1809 loss_giou_1: 0.5351 loss_class_2: 0.3748 loss_bbox_2: 0.18 loss_giou_2: 0.5288 loss_class_3: 0.3732 loss_bbox_3: 0.1782 loss_giou_3: 0.5236 loss_class_4: 0.3705 loss_bbox_4: 0.178 loss_giou_4: 0.5197 loss_class_enc: 0.411 loss_bbox_enc: 0.2167 loss_giou_enc: 0.6033 loss_class_dn: 0.1413 loss_bbox_dn: 0.294 loss_giou_dn: 0.6074 loss_class_dn_0: 0.1728 loss_bbox_dn_0: 0.3615 loss_giou_dn_0: 0.747 loss_class_dn_1: 0.1532 loss_bbox_dn_1: 0.3146 loss_giou_dn_1: 0.6421 loss_class_dn_2: 0.1448 loss_bbox_dn_2: 0.3023 loss_giou_dn_2: 0.6237 loss_class_dn_3: 0.1432 loss_bbox_dn_3: 0.2952 loss_giou_dn_3: 0.6116 loss_class_dn_4: 0.1422 loss_bbox_dn_4: 0.2942 loss_giou_dn_4: 0.6074 time: 1.1132 data_time: 0.1055 lr: 0.0001 max_mem: 39999M [05/19 18:44:03 d2.utils.events]: eta: 2 days, 19:13:39 iter: 6099 total_loss: 14.27 loss_class: 0.3752 loss_bbox: 0.1741 loss_giou: 0.5036 loss_class_0: 0.424 loss_bbox_0: 0.1801 loss_giou_0: 0.5293 loss_class_1: 0.3969 loss_bbox_1: 0.1772 loss_giou_1: 0.5157 loss_class_2: 0.3794 loss_bbox_2: 0.1785 loss_giou_2: 0.5128 loss_class_3: 0.376 loss_bbox_3: 0.1759 loss_giou_3: 0.5076 loss_class_4: 0.3752 loss_bbox_4: 0.1743 loss_giou_4: 0.5054 loss_class_enc: 0.4188 loss_bbox_enc: 0.2099 loss_giou_enc: 0.5895 loss_class_dn: 0.1466 loss_bbox_dn: 0.2973 loss_giou_dn: 0.5938 loss_class_dn_0: 0.1795 loss_bbox_dn_0: 0.3624 loss_giou_dn_0: 0.7323 loss_class_dn_1: 0.16 loss_bbox_dn_1: 0.3149 loss_giou_dn_1: 0.6316 loss_class_dn_2: 0.1516 loss_bbox_dn_2: 0.305 loss_giou_dn_2: 0.6109 loss_class_dn_3: 0.1493 loss_bbox_dn_3: 0.2991 loss_giou_dn_3: 0.5978 loss_class_dn_4: 0.1474 loss_bbox_dn_4: 0.2975 loss_giou_dn_4: 0.5939 time: 1.1133 data_time: 0.1030 lr: 0.0001 max_mem: 39999M [05/19 18:44:59 d2.utils.events]: eta: 2 days, 19:13:12 iter: 6149 total_loss: 14.28 loss_class: 0.3759 loss_bbox: 0.169 loss_giou: 0.5102 loss_class_0: 0.4333 loss_bbox_0: 0.1751 loss_giou_0: 0.5271 loss_class_1: 0.4004 loss_bbox_1: 0.1732 loss_giou_1: 0.5185 loss_class_2: 0.3838 loss_bbox_2: 0.1698 loss_giou_2: 0.5132 loss_class_3: 0.381 loss_bbox_3: 0.1671 loss_giou_3: 0.5088 loss_class_4: 0.378 loss_bbox_4: 0.1684 loss_giou_4: 0.5094 loss_class_enc: 0.4188 loss_bbox_enc: 0.2016 loss_giou_enc: 0.582 loss_class_dn: 0.1444 loss_bbox_dn: 0.2914 loss_giou_dn: 0.5906 loss_class_dn_0: 0.1769 loss_bbox_dn_0: 0.3555 loss_giou_dn_0: 0.7285 loss_class_dn_1: 0.156 loss_bbox_dn_1: 0.3083 loss_giou_dn_1: 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0.1544 loss_bbox_dn_2: 0.2993 loss_giou_dn_2: 0.6173 loss_class_dn_3: 0.1525 loss_bbox_dn_3: 0.295 loss_giou_dn_3: 0.6037 loss_class_dn_4: 0.1494 loss_bbox_dn_4: 0.2939 loss_giou_dn_4: 0.6002 time: 1.1134 data_time: 0.1151 lr: 0.0001 max_mem: 39999M [05/19 18:47:47 d2.utils.events]: eta: 2 days, 19:17:12 iter: 6299 total_loss: 14.24 loss_class: 0.3716 loss_bbox: 0.167 loss_giou: 0.5105 loss_class_0: 0.425 loss_bbox_0: 0.1781 loss_giou_0: 0.5324 loss_class_1: 0.3946 loss_bbox_1: 0.1736 loss_giou_1: 0.5221 loss_class_2: 0.3764 loss_bbox_2: 0.1703 loss_giou_2: 0.5217 loss_class_3: 0.3757 loss_bbox_3: 0.1679 loss_giou_3: 0.5146 loss_class_4: 0.3721 loss_bbox_4: 0.1677 loss_giou_4: 0.5123 loss_class_enc: 0.4146 loss_bbox_enc: 0.2066 loss_giou_enc: 0.5897 loss_class_dn: 0.1465 loss_bbox_dn: 0.2889 loss_giou_dn: 0.5961 loss_class_dn_0: 0.1786 loss_bbox_dn_0: 0.3565 loss_giou_dn_0: 0.7364 loss_class_dn_1: 0.159 loss_bbox_dn_1: 0.3077 loss_giou_dn_1: 0.6312 loss_class_dn_2: 0.1509 loss_bbox_dn_2: 0.2966 loss_giou_dn_2: 0.612 loss_class_dn_3: 0.1497 loss_bbox_dn_3: 0.2904 loss_giou_dn_3: 0.5995 loss_class_dn_4: 0.1475 loss_bbox_dn_4: 0.2891 loss_giou_dn_4: 0.5962 time: 1.1134 data_time: 0.1064 lr: 0.0001 max_mem: 39999M [05/19 18:48:44 d2.utils.events]: eta: 2 days, 19:16:35 iter: 6349 total_loss: 14.22 loss_class: 0.3783 loss_bbox: 0.1718 loss_giou: 0.5209 loss_class_0: 0.4254 loss_bbox_0: 0.1787 loss_giou_0: 0.5461 loss_class_1: 0.3994 loss_bbox_1: 0.1737 loss_giou_1: 0.5313 loss_class_2: 0.3791 loss_bbox_2: 0.1732 loss_giou_2: 0.5282 loss_class_3: 0.3792 loss_bbox_3: 0.1735 loss_giou_3: 0.5241 loss_class_4: 0.3793 loss_bbox_4: 0.1719 loss_giou_4: 0.5218 loss_class_enc: 0.4155 loss_bbox_enc: 0.2016 loss_giou_enc: 0.6009 loss_class_dn: 0.1495 loss_bbox_dn: 0.292 loss_giou_dn: 0.6057 loss_class_dn_0: 0.1801 loss_bbox_dn_0: 0.3593 loss_giou_dn_0: 0.7393 loss_class_dn_1: 0.1611 loss_bbox_dn_1: 0.3079 loss_giou_dn_1: 0.6417 loss_class_dn_2: 0.1536 loss_bbox_dn_2: 0.2979 loss_giou_dn_2: 0.622 loss_class_dn_3: 0.1514 loss_bbox_dn_3: 0.2932 loss_giou_dn_3: 0.609 loss_class_dn_4: 0.1501 loss_bbox_dn_4: 0.2921 loss_giou_dn_4: 0.6057 time: 1.1134 data_time: 0.1030 lr: 0.0001 max_mem: 39999M [05/19 18:49:40 d2.utils.events]: eta: 2 days, 19:15:21 iter: 6399 total_loss: 14.14 loss_class: 0.3629 loss_bbox: 0.164 loss_giou: 0.51 loss_class_0: 0.4121 loss_bbox_0: 0.1754 loss_giou_0: 0.5322 loss_class_1: 0.3864 loss_bbox_1: 0.1715 loss_giou_1: 0.5185 loss_class_2: 0.3707 loss_bbox_2: 0.1682 loss_giou_2: 0.5199 loss_class_3: 0.3683 loss_bbox_3: 0.1656 loss_giou_3: 0.5144 loss_class_4: 0.3659 loss_bbox_4: 0.1635 loss_giou_4: 0.5114 loss_class_enc: 0.4048 loss_bbox_enc: 0.2043 loss_giou_enc: 0.5894 loss_class_dn: 0.1413 loss_bbox_dn: 0.2867 loss_giou_dn: 0.5949 loss_class_dn_0: 0.1733 loss_bbox_dn_0: 0.3487 loss_giou_dn_0: 0.738 loss_class_dn_1: 0.1546 loss_bbox_dn_1: 0.3048 loss_giou_dn_1: 0.6302 loss_class_dn_2: 0.1442 loss_bbox_dn_2: 0.2927 loss_giou_dn_2: 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loss_class_dn_3: 0.1487 loss_bbox_dn_3: 0.2851 loss_giou_dn_3: 0.606 loss_class_dn_4: 0.1465 loss_bbox_dn_4: 0.2835 loss_giou_dn_4: 0.602 time: 1.1135 data_time: 0.1049 lr: 0.0001 max_mem: 39999M [05/19 18:51:33 d2.utils.events]: eta: 2 days, 19:17:43 iter: 6499 total_loss: 13.87 loss_class: 0.3615 loss_bbox: 0.1631 loss_giou: 0.5075 loss_class_0: 0.4093 loss_bbox_0: 0.1722 loss_giou_0: 0.5303 loss_class_1: 0.383 loss_bbox_1: 0.169 loss_giou_1: 0.5199 loss_class_2: 0.3673 loss_bbox_2: 0.1672 loss_giou_2: 0.5167 loss_class_3: 0.3646 loss_bbox_3: 0.1652 loss_giou_3: 0.5142 loss_class_4: 0.3626 loss_bbox_4: 0.1634 loss_giou_4: 0.5081 loss_class_enc: 0.4052 loss_bbox_enc: 0.1995 loss_giou_enc: 0.5837 loss_class_dn: 0.1413 loss_bbox_dn: 0.2824 loss_giou_dn: 0.5934 loss_class_dn_0: 0.1749 loss_bbox_dn_0: 0.356 loss_giou_dn_0: 0.7457 loss_class_dn_1: 0.154 loss_bbox_dn_1: 0.3016 loss_giou_dn_1: 0.629 loss_class_dn_2: 0.1458 loss_bbox_dn_2: 0.2884 loss_giou_dn_2: 0.6094 loss_class_dn_3: 0.1444 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loss_giou_dn_3: 0.6036 loss_class_dn_4: 0.1432 loss_bbox_dn_4: 0.2779 loss_giou_dn_4: 0.6007 time: 1.1138 data_time: 0.0994 lr: 0.0001 max_mem: 39999M [05/19 18:53:27 d2.utils.events]: eta: 2 days, 19:23:52 iter: 6599 total_loss: 14.23 loss_class: 0.3749 loss_bbox: 0.1674 loss_giou: 0.5108 loss_class_0: 0.4295 loss_bbox_0: 0.1761 loss_giou_0: 0.5277 loss_class_1: 0.4024 loss_bbox_1: 0.1719 loss_giou_1: 0.5213 loss_class_2: 0.3845 loss_bbox_2: 0.1724 loss_giou_2: 0.5199 loss_class_3: 0.3818 loss_bbox_3: 0.1685 loss_giou_3: 0.5137 loss_class_4: 0.3786 loss_bbox_4: 0.1676 loss_giou_4: 0.5122 loss_class_enc: 0.4211 loss_bbox_enc: 0.2023 loss_giou_enc: 0.5841 loss_class_dn: 0.1425 loss_bbox_dn: 0.2849 loss_giou_dn: 0.598 loss_class_dn_0: 0.1756 loss_bbox_dn_0: 0.3482 loss_giou_dn_0: 0.7347 loss_class_dn_1: 0.1557 loss_bbox_dn_1: 0.3011 loss_giou_dn_1: 0.6348 loss_class_dn_2: 0.1476 loss_bbox_dn_2: 0.2911 loss_giou_dn_2: 0.6142 loss_class_dn_3: 0.1457 loss_bbox_dn_3: 0.2865 loss_giou_dn_3: 0.6006 loss_class_dn_4: 0.144 loss_bbox_dn_4: 0.2849 loss_giou_dn_4: 0.5979 time: 1.1139 data_time: 0.1026 lr: 0.0001 max_mem: 39999M [05/19 18:54:22 d2.utils.events]: eta: 2 days, 19:22:36 iter: 6649 total_loss: 14.11 loss_class: 0.3682 loss_bbox: 0.1688 loss_giou: 0.5033 loss_class_0: 0.4271 loss_bbox_0: 0.181 loss_giou_0: 0.5286 loss_class_1: 0.3925 loss_bbox_1: 0.176 loss_giou_1: 0.5177 loss_class_2: 0.3742 loss_bbox_2: 0.1736 loss_giou_2: 0.5122 loss_class_3: 0.3696 loss_bbox_3: 0.1698 loss_giou_3: 0.5054 loss_class_4: 0.3694 loss_bbox_4: 0.1687 loss_giou_4: 0.505 loss_class_enc: 0.4153 loss_bbox_enc: 0.2127 loss_giou_enc: 0.5925 loss_class_dn: 0.1401 loss_bbox_dn: 0.285 loss_giou_dn: 0.5902 loss_class_dn_0: 0.1731 loss_bbox_dn_0: 0.3516 loss_giou_dn_0: 0.7278 loss_class_dn_1: 0.1527 loss_bbox_dn_1: 0.302 loss_giou_dn_1: 0.6271 loss_class_dn_2: 0.1441 loss_bbox_dn_2: 0.2912 loss_giou_dn_2: 0.6054 loss_class_dn_3: 0.1432 loss_bbox_dn_3: 0.2864 loss_giou_dn_3: 0.594 loss_class_dn_4: 0.1418 loss_bbox_dn_4: 0.2851 loss_giou_dn_4: 0.5902 time: 1.1139 data_time: 0.1096 lr: 0.0001 max_mem: 39999M [05/19 18:55:18 d2.utils.events]: eta: 2 days, 19:21:26 iter: 6699 total_loss: 14.14 loss_class: 0.367 loss_bbox: 0.1664 loss_giou: 0.5119 loss_class_0: 0.4179 loss_bbox_0: 0.1747 loss_giou_0: 0.5331 loss_class_1: 0.3911 loss_bbox_1: 0.1715 loss_giou_1: 0.5243 loss_class_2: 0.3713 loss_bbox_2: 0.1702 loss_giou_2: 0.52 loss_class_3: 0.3689 loss_bbox_3: 0.1668 loss_giou_3: 0.5156 loss_class_4: 0.3677 loss_bbox_4: 0.1661 loss_giou_4: 0.5137 loss_class_enc: 0.4135 loss_bbox_enc: 0.2025 loss_giou_enc: 0.5877 loss_class_dn: 0.1417 loss_bbox_dn: 0.2793 loss_giou_dn: 0.5955 loss_class_dn_0: 0.1749 loss_bbox_dn_0: 0.3495 loss_giou_dn_0: 0.732 loss_class_dn_1: 0.1543 loss_bbox_dn_1: 0.2969 loss_giou_dn_1: 0.6275 loss_class_dn_2: 0.1453 loss_bbox_dn_2: 0.286 loss_giou_dn_2: 0.6077 loss_class_dn_3: 0.1433 loss_bbox_dn_3: 0.2807 loss_giou_dn_3: 0.598 loss_class_dn_4: 0.1418 loss_bbox_dn_4: 0.2794 loss_giou_dn_4: 0.5955 time: 1.1139 data_time: 0.1039 lr: 0.0001 max_mem: 39999M [05/19 18:56:14 d2.utils.events]: eta: 2 days, 19:20:52 iter: 6749 total_loss: 13.82 loss_class: 0.3606 loss_bbox: 0.1593 loss_giou: 0.5065 loss_class_0: 0.4145 loss_bbox_0: 0.1683 loss_giou_0: 0.5222 loss_class_1: 0.3852 loss_bbox_1: 0.1641 loss_giou_1: 0.5154 loss_class_2: 0.3679 loss_bbox_2: 0.1624 loss_giou_2: 0.5108 loss_class_3: 0.3642 loss_bbox_3: 0.161 loss_giou_3: 0.5091 loss_class_4: 0.3616 loss_bbox_4: 0.1591 loss_giou_4: 0.5068 loss_class_enc: 0.4079 loss_bbox_enc: 0.1942 loss_giou_enc: 0.5785 loss_class_dn: 0.1369 loss_bbox_dn: 0.2786 loss_giou_dn: 0.595 loss_class_dn_0: 0.1691 loss_bbox_dn_0: 0.3476 loss_giou_dn_0: 0.734 loss_class_dn_1: 0.1494 loss_bbox_dn_1: 0.2994 loss_giou_dn_1: 0.6346 loss_class_dn_2: 0.1412 loss_bbox_dn_2: 0.2877 loss_giou_dn_2: 0.6103 loss_class_dn_3: 0.1391 loss_bbox_dn_3: 0.2805 loss_giou_dn_3: 0.5988 loss_class_dn_4: 0.1373 loss_bbox_dn_4: 0.2789 loss_giou_dn_4: 0.595 time: 1.1138 data_time: 0.1045 lr: 0.0001 max_mem: 39999M [05/19 18:57:10 d2.utils.events]: eta: 2 days, 19:19:16 iter: 6799 total_loss: 14.2 loss_class: 0.366 loss_bbox: 0.1686 loss_giou: 0.5142 loss_class_0: 0.4224 loss_bbox_0: 0.1781 loss_giou_0: 0.5342 loss_class_1: 0.3902 loss_bbox_1: 0.1718 loss_giou_1: 0.5215 loss_class_2: 0.3747 loss_bbox_2: 0.1715 loss_giou_2: 0.5237 loss_class_3: 0.3692 loss_bbox_3: 0.1703 loss_giou_3: 0.5169 loss_class_4: 0.3672 loss_bbox_4: 0.1686 loss_giou_4: 0.5148 loss_class_enc: 0.4174 loss_bbox_enc: 0.2078 loss_giou_enc: 0.5987 loss_class_dn: 0.1411 loss_bbox_dn: 0.2879 loss_giou_dn: 0.5951 loss_class_dn_0: 0.1754 loss_bbox_dn_0: 0.3553 loss_giou_dn_0: 0.7354 loss_class_dn_1: 0.1552 loss_bbox_dn_1: 0.3062 loss_giou_dn_1: 0.6301 loss_class_dn_2: 0.1457 loss_bbox_dn_2: 0.2934 loss_giou_dn_2: 0.6098 loss_class_dn_3: 0.1431 loss_bbox_dn_3: 0.2894 loss_giou_dn_3: 0.5984 loss_class_dn_4: 0.142 loss_bbox_dn_4: 0.2879 loss_giou_dn_4: 0.595 time: 1.1138 data_time: 0.0974 lr: 0.0001 max_mem: 40745M [05/19 18:58:05 d2.utils.events]: eta: 2 days, 19:16:32 iter: 6849 total_loss: 13.92 loss_class: 0.3631 loss_bbox: 0.1603 loss_giou: 0.5117 loss_class_0: 0.4186 loss_bbox_0: 0.1716 loss_giou_0: 0.5302 loss_class_1: 0.3875 loss_bbox_1: 0.1678 loss_giou_1: 0.5212 loss_class_2: 0.3701 loss_bbox_2: 0.166 loss_giou_2: 0.5186 loss_class_3: 0.3683 loss_bbox_3: 0.1626 loss_giou_3: 0.5136 loss_class_4: 0.3654 loss_bbox_4: 0.1603 loss_giou_4: 0.5106 loss_class_enc: 0.4083 loss_bbox_enc: 0.1989 loss_giou_enc: 0.5815 loss_class_dn: 0.1409 loss_bbox_dn: 0.2773 loss_giou_dn: 0.5899 loss_class_dn_0: 0.1729 loss_bbox_dn_0: 0.3466 loss_giou_dn_0: 0.7283 loss_class_dn_1: 0.1534 loss_bbox_dn_1: 0.2956 loss_giou_dn_1: 0.6306 loss_class_dn_2: 0.1452 loss_bbox_dn_2: 0.2841 loss_giou_dn_2: 0.6075 loss_class_dn_3: 0.1426 loss_bbox_dn_3: 0.2785 loss_giou_dn_3: 0.5936 loss_class_dn_4: 0.1421 loss_bbox_dn_4: 0.2774 loss_giou_dn_4: 0.5899 time: 1.1138 data_time: 0.1077 lr: 0.0001 max_mem: 40745M [05/19 18:59:01 d2.utils.events]: eta: 2 days, 19:10:19 iter: 6899 total_loss: 13.93 loss_class: 0.3654 loss_bbox: 0.1637 loss_giou: 0.5068 loss_class_0: 0.4173 loss_bbox_0: 0.1718 loss_giou_0: 0.5264 loss_class_1: 0.383 loss_bbox_1: 0.1687 loss_giou_1: 0.5181 loss_class_2: 0.3679 loss_bbox_2: 0.1664 loss_giou_2: 0.5156 loss_class_3: 0.3657 loss_bbox_3: 0.1643 loss_giou_3: 0.5102 loss_class_4: 0.365 loss_bbox_4: 0.1637 loss_giou_4: 0.5059 loss_class_enc: 0.408 loss_bbox_enc: 0.1971 loss_giou_enc: 0.5891 loss_class_dn: 0.1408 loss_bbox_dn: 0.2717 loss_giou_dn: 0.5888 loss_class_dn_0: 0.1717 loss_bbox_dn_0: 0.3375 loss_giou_dn_0: 0.7274 loss_class_dn_1: 0.1531 loss_bbox_dn_1: 0.2901 loss_giou_dn_1: 0.6264 loss_class_dn_2: 0.1435 loss_bbox_dn_2: 0.2777 loss_giou_dn_2: 0.6059 loss_class_dn_3: 0.1424 loss_bbox_dn_3: 0.2726 loss_giou_dn_3: 0.5928 loss_class_dn_4: 0.1415 loss_bbox_dn_4: 0.2717 loss_giou_dn_4: 0.5889 time: 1.1138 data_time: 0.0955 lr: 0.0001 max_mem: 40745M [05/19 18:59:58 d2.utils.events]: eta: 2 days, 19:10:52 iter: 6949 total_loss: 13.61 loss_class: 0.3576 loss_bbox: 0.1653 loss_giou: 0.4911 loss_class_0: 0.4064 loss_bbox_0: 0.1733 loss_giou_0: 0.5085 loss_class_1: 0.3766 loss_bbox_1: 0.1683 loss_giou_1: 0.5052 loss_class_2: 0.3648 loss_bbox_2: 0.168 loss_giou_2: 0.4995 loss_class_3: 0.3592 loss_bbox_3: 0.1672 loss_giou_3: 0.4927 loss_class_4: 0.3572 loss_bbox_4: 0.1645 loss_giou_4: 0.492 loss_class_enc: 0.3987 loss_bbox_enc: 0.1987 loss_giou_enc: 0.5685 loss_class_dn: 0.1367 loss_bbox_dn: 0.2775 loss_giou_dn: 0.5779 loss_class_dn_0: 0.1697 loss_bbox_dn_0: 0.3432 loss_giou_dn_0: 0.7149 loss_class_dn_1: 0.1503 loss_bbox_dn_1: 0.2962 loss_giou_dn_1: 0.6166 loss_class_dn_2: 0.1418 loss_bbox_dn_2: 0.2843 loss_giou_dn_2: 0.5939 loss_class_dn_3: 0.1398 loss_bbox_dn_3: 0.2794 loss_giou_dn_3: 0.5812 loss_class_dn_4: 0.1381 loss_bbox_dn_4: 0.2776 loss_giou_dn_4: 0.5777 time: 1.1138 data_time: 0.1084 lr: 0.0001 max_mem: 40745M [05/19 19:00:55 d2.utils.events]: eta: 2 days, 19:13:06 iter: 6999 total_loss: 13.96 loss_class: 0.3672 loss_bbox: 0.1664 loss_giou: 0.5019 loss_class_0: 0.4209 loss_bbox_0: 0.174 loss_giou_0: 0.5147 loss_class_1: 0.3881 loss_bbox_1: 0.1738 loss_giou_1: 0.5138 loss_class_2: 0.3726 loss_bbox_2: 0.1715 loss_giou_2: 0.5088 loss_class_3: 0.3712 loss_bbox_3: 0.1673 loss_giou_3: 0.5058 loss_class_4: 0.3688 loss_bbox_4: 0.1671 loss_giou_4: 0.5025 loss_class_enc: 0.4101 loss_bbox_enc: 0.2019 loss_giou_enc: 0.5682 loss_class_dn: 0.1376 loss_bbox_dn: 0.2894 loss_giou_dn: 0.5898 loss_class_dn_0: 0.1719 loss_bbox_dn_0: 0.3459 loss_giou_dn_0: 0.7198 loss_class_dn_1: 0.1522 loss_bbox_dn_1: 0.3036 loss_giou_dn_1: 0.6222 loss_class_dn_2: 0.1419 loss_bbox_dn_2: 0.2947 loss_giou_dn_2: 0.6034 loss_class_dn_3: 0.1398 loss_bbox_dn_3: 0.2899 loss_giou_dn_3: 0.5928 loss_class_dn_4: 0.1388 loss_bbox_dn_4: 0.2894 loss_giou_dn_4: 0.5897 time: 1.1140 data_time: 0.0984 lr: 0.0001 max_mem: 40745M [05/19 19:01:51 d2.utils.events]: eta: 2 days, 19:11:29 iter: 7049 total_loss: 14.25 loss_class: 0.3725 loss_bbox: 0.1663 loss_giou: 0.5138 loss_class_0: 0.4264 loss_bbox_0: 0.1754 loss_giou_0: 0.532 loss_class_1: 0.393 loss_bbox_1: 0.1717 loss_giou_1: 0.5246 loss_class_2: 0.3779 loss_bbox_2: 0.1703 loss_giou_2: 0.5197 loss_class_3: 0.3739 loss_bbox_3: 0.1678 loss_giou_3: 0.5188 loss_class_4: 0.3732 loss_bbox_4: 0.1677 loss_giou_4: 0.5145 loss_class_enc: 0.4181 loss_bbox_enc: 0.2008 loss_giou_enc: 0.5847 loss_class_dn: 0.1453 loss_bbox_dn: 0.2804 loss_giou_dn: 0.6052 loss_class_dn_0: 0.1798 loss_bbox_dn_0: 0.3469 loss_giou_dn_0: 0.739 loss_class_dn_1: 0.1587 loss_bbox_dn_1: 0.2979 loss_giou_dn_1: 0.6415 loss_class_dn_2: 0.1511 loss_bbox_dn_2: 0.2857 loss_giou_dn_2: 0.6196 loss_class_dn_3: 0.1487 loss_bbox_dn_3: 0.2815 loss_giou_dn_3: 0.6083 loss_class_dn_4: 0.1462 loss_bbox_dn_4: 0.2806 loss_giou_dn_4: 0.6051 time: 1.1140 data_time: 0.1046 lr: 0.0001 max_mem: 40745M [05/19 19:02:47 d2.utils.events]: eta: 2 days, 19:09:17 iter: 7099 total_loss: 14.14 loss_class: 0.3632 loss_bbox: 0.1683 loss_giou: 0.5084 loss_class_0: 0.4179 loss_bbox_0: 0.1775 loss_giou_0: 0.5328 loss_class_1: 0.3888 loss_bbox_1: 0.1734 loss_giou_1: 0.5202 loss_class_2: 0.3707 loss_bbox_2: 0.1703 loss_giou_2: 0.5148 loss_class_3: 0.3658 loss_bbox_3: 0.1674 loss_giou_3: 0.5108 loss_class_4: 0.3651 loss_bbox_4: 0.1685 loss_giou_4: 0.5098 loss_class_enc: 0.4084 loss_bbox_enc: 0.2042 loss_giou_enc: 0.5992 loss_class_dn: 0.1354 loss_bbox_dn: 0.2775 loss_giou_dn: 0.5868 loss_class_dn_0: 0.1689 loss_bbox_dn_0: 0.3467 loss_giou_dn_0: 0.7222 loss_class_dn_1: 0.1501 loss_bbox_dn_1: 0.2955 loss_giou_dn_1: 0.6229 loss_class_dn_2: 0.1397 loss_bbox_dn_2: 0.2837 loss_giou_dn_2: 0.6021 loss_class_dn_3: 0.1377 loss_bbox_dn_3: 0.2788 loss_giou_dn_3: 0.5909 loss_class_dn_4: 0.1369 loss_bbox_dn_4: 0.2774 loss_giou_dn_4: 0.5869 time: 1.1140 data_time: 0.1020 lr: 0.0001 max_mem: 40745M [05/19 19:03:43 d2.utils.events]: eta: 2 days, 19:03:44 iter: 7149 total_loss: 13.73 loss_class: 0.3516 loss_bbox: 0.1669 loss_giou: 0.4995 loss_class_0: 0.4111 loss_bbox_0: 0.1739 loss_giou_0: 0.5167 loss_class_1: 0.3776 loss_bbox_1: 0.1706 loss_giou_1: 0.5088 loss_class_2: 0.3564 loss_bbox_2: 0.1697 loss_giou_2: 0.5055 loss_class_3: 0.355 loss_bbox_3: 0.1684 loss_giou_3: 0.5018 loss_class_4: 0.352 loss_bbox_4: 0.1668 loss_giou_4: 0.4997 loss_class_enc: 0.4035 loss_bbox_enc: 0.1977 loss_giou_enc: 0.5705 loss_class_dn: 0.1338 loss_bbox_dn: 0.2744 loss_giou_dn: 0.5808 loss_class_dn_0: 0.1682 loss_bbox_dn_0: 0.3439 loss_giou_dn_0: 0.7109 loss_class_dn_1: 0.1477 loss_bbox_dn_1: 0.2954 loss_giou_dn_1: 0.6142 loss_class_dn_2: 0.1389 loss_bbox_dn_2: 0.2809 loss_giou_dn_2: 0.5963 loss_class_dn_3: 0.1373 loss_bbox_dn_3: 0.276 loss_giou_dn_3: 0.5833 loss_class_dn_4: 0.1356 loss_bbox_dn_4: 0.2744 loss_giou_dn_4: 0.5807 time: 1.1140 data_time: 0.1070 lr: 0.0001 max_mem: 40745M [05/19 19:04:39 d2.utils.events]: eta: 2 days, 19:01:26 iter: 7199 total_loss: 14.1 loss_class: 0.3672 loss_bbox: 0.1659 loss_giou: 0.5107 loss_class_0: 0.4168 loss_bbox_0: 0.1726 loss_giou_0: 0.5307 loss_class_1: 0.3878 loss_bbox_1: 0.1705 loss_giou_1: 0.5222 loss_class_2: 0.3712 loss_bbox_2: 0.1688 loss_giou_2: 0.5171 loss_class_3: 0.3695 loss_bbox_3: 0.1663 loss_giou_3: 0.5148 loss_class_4: 0.3672 loss_bbox_4: 0.1654 loss_giou_4: 0.5121 loss_class_enc: 0.4104 loss_bbox_enc: 0.1981 loss_giou_enc: 0.5858 loss_class_dn: 0.1409 loss_bbox_dn: 0.2828 loss_giou_dn: 0.5956 loss_class_dn_0: 0.1744 loss_bbox_dn_0: 0.3525 loss_giou_dn_0: 0.7306 loss_class_dn_1: 0.1543 loss_bbox_dn_1: 0.3014 loss_giou_dn_1: 0.6322 loss_class_dn_2: 0.1455 loss_bbox_dn_2: 0.2891 loss_giou_dn_2: 0.611 loss_class_dn_3: 0.1451 loss_bbox_dn_3: 0.2842 loss_giou_dn_3: 0.599 loss_class_dn_4: 0.1433 loss_bbox_dn_4: 0.2828 loss_giou_dn_4: 0.5955 time: 1.1140 data_time: 0.1087 lr: 0.0001 max_mem: 40745M [05/19 19:05:35 d2.utils.events]: eta: 2 days, 18:59:43 iter: 7249 total_loss: 13.8 loss_class: 0.3545 loss_bbox: 0.1552 loss_giou: 0.4944 loss_class_0: 0.41 loss_bbox_0: 0.1671 loss_giou_0: 0.5128 loss_class_1: 0.3768 loss_bbox_1: 0.1658 loss_giou_1: 0.5029 loss_class_2: 0.3591 loss_bbox_2: 0.1624 loss_giou_2: 0.4976 loss_class_3: 0.3581 loss_bbox_3: 0.1578 loss_giou_3: 0.494 loss_class_4: 0.3562 loss_bbox_4: 0.1572 loss_giou_4: 0.4936 loss_class_enc: 0.4014 loss_bbox_enc: 0.1922 loss_giou_enc: 0.5704 loss_class_dn: 0.1404 loss_bbox_dn: 0.2704 loss_giou_dn: 0.5764 loss_class_dn_0: 0.1746 loss_bbox_dn_0: 0.3377 loss_giou_dn_0: 0.7173 loss_class_dn_1: 0.1537 loss_bbox_dn_1: 0.2874 loss_giou_dn_1: 0.6103 loss_class_dn_2: 0.144 loss_bbox_dn_2: 0.2756 loss_giou_dn_2: 0.5891 loss_class_dn_3: 0.1425 loss_bbox_dn_3: 0.2716 loss_giou_dn_3: 0.5785 loss_class_dn_4: 0.1408 loss_bbox_dn_4: 0.2703 loss_giou_dn_4: 0.5763 time: 1.1141 data_time: 0.1059 lr: 0.0001 max_mem: 40745M [05/19 19:06:32 d2.utils.events]: eta: 2 days, 18:57:45 iter: 7299 total_loss: 13.84 loss_class: 0.361 loss_bbox: 0.1656 loss_giou: 0.5048 loss_class_0: 0.413 loss_bbox_0: 0.1743 loss_giou_0: 0.5198 loss_class_1: 0.383 loss_bbox_1: 0.1693 loss_giou_1: 0.5117 loss_class_2: 0.364 loss_bbox_2: 0.1665 loss_giou_2: 0.5099 loss_class_3: 0.3624 loss_bbox_3: 0.165 loss_giou_3: 0.5047 loss_class_4: 0.3594 loss_bbox_4: 0.1665 loss_giou_4: 0.5065 loss_class_enc: 0.4028 loss_bbox_enc: 0.2016 loss_giou_enc: 0.5763 loss_class_dn: 0.1354 loss_bbox_dn: 0.2758 loss_giou_dn: 0.5861 loss_class_dn_0: 0.1699 loss_bbox_dn_0: 0.3455 loss_giou_dn_0: 0.721 loss_class_dn_1: 0.1489 loss_bbox_dn_1: 0.2951 loss_giou_dn_1: 0.6206 loss_class_dn_2: 0.1397 loss_bbox_dn_2: 0.2816 loss_giou_dn_2: 0.6005 loss_class_dn_3: 0.138 loss_bbox_dn_3: 0.2774 loss_giou_dn_3: 0.5892 loss_class_dn_4: 0.1362 loss_bbox_dn_4: 0.2759 loss_giou_dn_4: 0.5864 time: 1.1141 data_time: 0.0997 lr: 0.0001 max_mem: 40745M [05/19 19:07:28 d2.utils.events]: eta: 2 days, 18:56:50 iter: 7349 total_loss: 13.73 loss_class: 0.3598 loss_bbox: 0.1619 loss_giou: 0.4948 loss_class_0: 0.4057 loss_bbox_0: 0.1704 loss_giou_0: 0.5218 loss_class_1: 0.3772 loss_bbox_1: 0.1673 loss_giou_1: 0.5094 loss_class_2: 0.3616 loss_bbox_2: 0.1657 loss_giou_2: 0.5044 loss_class_3: 0.3625 loss_bbox_3: 0.1627 loss_giou_3: 0.4981 loss_class_4: 0.3606 loss_bbox_4: 0.1626 loss_giou_4: 0.4946 loss_class_enc: 0.4023 loss_bbox_enc: 0.1984 loss_giou_enc: 0.5712 loss_class_dn: 0.1351 loss_bbox_dn: 0.2749 loss_giou_dn: 0.5794 loss_class_dn_0: 0.1693 loss_bbox_dn_0: 0.3437 loss_giou_dn_0: 0.714 loss_class_dn_1: 0.1495 loss_bbox_dn_1: 0.2938 loss_giou_dn_1: 0.6134 loss_class_dn_2: 0.1396 loss_bbox_dn_2: 0.281 loss_giou_dn_2: 0.5931 loss_class_dn_3: 0.1375 loss_bbox_dn_3: 0.2758 loss_giou_dn_3: 0.5825 loss_class_dn_4: 0.1357 loss_bbox_dn_4: 0.2749 loss_giou_dn_4: 0.5794 time: 1.1142 data_time: 0.1012 lr: 0.0001 max_mem: 40745M [05/19 19:08:25 d2.utils.events]: eta: 2 days, 19:00:33 iter: 7399 total_loss: 13.91 loss_class: 0.3549 loss_bbox: 0.1625 loss_giou: 0.5045 loss_class_0: 0.4079 loss_bbox_0: 0.1686 loss_giou_0: 0.5232 loss_class_1: 0.3774 loss_bbox_1: 0.1668 loss_giou_1: 0.5154 loss_class_2: 0.3597 loss_bbox_2: 0.1672 loss_giou_2: 0.5121 loss_class_3: 0.3582 loss_bbox_3: 0.1631 loss_giou_3: 0.5069 loss_class_4: 0.3564 loss_bbox_4: 0.1623 loss_giou_4: 0.5037 loss_class_enc: 0.401 loss_bbox_enc: 0.1943 loss_giou_enc: 0.5796 loss_class_dn: 0.1367 loss_bbox_dn: 0.2672 loss_giou_dn: 0.5916 loss_class_dn_0: 0.169 loss_bbox_dn_0: 0.3328 loss_giou_dn_0: 0.7247 loss_class_dn_1: 0.15 loss_bbox_dn_1: 0.2856 loss_giou_dn_1: 0.6283 loss_class_dn_2: 0.1404 loss_bbox_dn_2: 0.2732 loss_giou_dn_2: 0.6073 loss_class_dn_3: 0.1383 loss_bbox_dn_3: 0.2682 loss_giou_dn_3: 0.5948 loss_class_dn_4: 0.1373 loss_bbox_dn_4: 0.2673 loss_giou_dn_4: 0.5915 time: 1.1143 data_time: 0.1073 lr: 0.0001 max_mem: 40745M [05/19 19:09:21 d2.utils.events]: eta: 2 days, 18:56:49 iter: 7449 total_loss: 13.56 loss_class: 0.3552 loss_bbox: 0.1586 loss_giou: 0.4966 loss_class_0: 0.4065 loss_bbox_0: 0.1688 loss_giou_0: 0.5192 loss_class_1: 0.379 loss_bbox_1: 0.1642 loss_giou_1: 0.5088 loss_class_2: 0.3592 loss_bbox_2: 0.1625 loss_giou_2: 0.5049 loss_class_3: 0.3542 loss_bbox_3: 0.1606 loss_giou_3: 0.5004 loss_class_4: 0.356 loss_bbox_4: 0.1591 loss_giou_4: 0.4973 loss_class_enc: 0.4009 loss_bbox_enc: 0.1924 loss_giou_enc: 0.5744 loss_class_dn: 0.1334 loss_bbox_dn: 0.2627 loss_giou_dn: 0.578 loss_class_dn_0: 0.1673 loss_bbox_dn_0: 0.3311 loss_giou_dn_0: 0.7124 loss_class_dn_1: 0.1472 loss_bbox_dn_1: 0.28 loss_giou_dn_1: 0.6122 loss_class_dn_2: 0.1387 loss_bbox_dn_2: 0.2685 loss_giou_dn_2: 0.592 loss_class_dn_3: 0.1365 loss_bbox_dn_3: 0.2642 loss_giou_dn_3: 0.581 loss_class_dn_4: 0.1346 loss_bbox_dn_4: 0.2627 loss_giou_dn_4: 0.5781 time: 1.1143 data_time: 0.1188 lr: 0.0001 max_mem: 40745M [05/19 19:10:17 d2.utils.events]: eta: 2 days, 18:53:07 iter: 7499 total_loss: 13.65 loss_class: 0.3554 loss_bbox: 0.1628 loss_giou: 0.4956 loss_class_0: 0.408 loss_bbox_0: 0.1731 loss_giou_0: 0.5193 loss_class_1: 0.3764 loss_bbox_1: 0.1713 loss_giou_1: 0.5114 loss_class_2: 0.361 loss_bbox_2: 0.168 loss_giou_2: 0.5047 loss_class_3: 0.358 loss_bbox_3: 0.1664 loss_giou_3: 0.5003 loss_class_4: 0.3558 loss_bbox_4: 0.1632 loss_giou_4: 0.4977 loss_class_enc: 0.4028 loss_bbox_enc: 0.1965 loss_giou_enc: 0.5801 loss_class_dn: 0.1328 loss_bbox_dn: 0.2746 loss_giou_dn: 0.5825 loss_class_dn_0: 0.1672 loss_bbox_dn_0: 0.3342 loss_giou_dn_0: 0.7136 loss_class_dn_1: 0.1467 loss_bbox_dn_1: 0.2928 loss_giou_dn_1: 0.6174 loss_class_dn_2: 0.1382 loss_bbox_dn_2: 0.2811 loss_giou_dn_2: 0.5954 loss_class_dn_3: 0.1361 loss_bbox_dn_3: 0.2761 loss_giou_dn_3: 0.5857 loss_class_dn_4: 0.1341 loss_bbox_dn_4: 0.2747 loss_giou_dn_4: 0.5826 time: 1.1143 data_time: 0.1157 lr: 0.0001 max_mem: 40745M [05/19 19:11:13 d2.utils.events]: eta: 2 days, 18:45:39 iter: 7549 total_loss: 13.81 loss_class: 0.3519 loss_bbox: 0.1648 loss_giou: 0.4947 loss_class_0: 0.4136 loss_bbox_0: 0.1722 loss_giou_0: 0.5124 loss_class_1: 0.3779 loss_bbox_1: 0.1698 loss_giou_1: 0.5038 loss_class_2: 0.3578 loss_bbox_2: 0.1667 loss_giou_2: 0.5011 loss_class_3: 0.3558 loss_bbox_3: 0.1651 loss_giou_3: 0.4963 loss_class_4: 0.3541 loss_bbox_4: 0.1655 loss_giou_4: 0.4935 loss_class_enc: 0.4026 loss_bbox_enc: 0.2012 loss_giou_enc: 0.574 loss_class_dn: 0.1312 loss_bbox_dn: 0.2841 loss_giou_dn: 0.5735 loss_class_dn_0: 0.1672 loss_bbox_dn_0: 0.3514 loss_giou_dn_0: 0.7059 loss_class_dn_1: 0.1445 loss_bbox_dn_1: 0.3015 loss_giou_dn_1: 0.6093 loss_class_dn_2: 0.135 loss_bbox_dn_2: 0.289 loss_giou_dn_2: 0.5887 loss_class_dn_3: 0.1339 loss_bbox_dn_3: 0.2847 loss_giou_dn_3: 0.5757 loss_class_dn_4: 0.1322 loss_bbox_dn_4: 0.2842 loss_giou_dn_4: 0.5734 time: 1.1143 data_time: 0.1072 lr: 0.0001 max_mem: 40745M [05/19 19:12:09 d2.utils.events]: eta: 2 days, 18:44:00 iter: 7599 total_loss: 13.9 loss_class: 0.3613 loss_bbox: 0.1594 loss_giou: 0.4994 loss_class_0: 0.417 loss_bbox_0: 0.1674 loss_giou_0: 0.5208 loss_class_1: 0.3825 loss_bbox_1: 0.1658 loss_giou_1: 0.5063 loss_class_2: 0.3671 loss_bbox_2: 0.1627 loss_giou_2: 0.5037 loss_class_3: 0.3663 loss_bbox_3: 0.1603 loss_giou_3: 0.4963 loss_class_4: 0.3626 loss_bbox_4: 0.1594 loss_giou_4: 0.4988 loss_class_enc: 0.4076 loss_bbox_enc: 0.1934 loss_giou_enc: 0.5723 loss_class_dn: 0.1374 loss_bbox_dn: 0.2684 loss_giou_dn: 0.5779 loss_class_dn_0: 0.1722 loss_bbox_dn_0: 0.3418 loss_giou_dn_0: 0.717 loss_class_dn_1: 0.1507 loss_bbox_dn_1: 0.29 loss_giou_dn_1: 0.6129 loss_class_dn_2: 0.1417 loss_bbox_dn_2: 0.2755 loss_giou_dn_2: 0.5924 loss_class_dn_3: 0.1395 loss_bbox_dn_3: 0.2699 loss_giou_dn_3: 0.5806 loss_class_dn_4: 0.1381 loss_bbox_dn_4: 0.2685 loss_giou_dn_4: 0.578 time: 1.1143 data_time: 0.1058 lr: 0.0001 max_mem: 40745M [05/19 19:13:05 d2.utils.events]: eta: 2 days, 18:50:45 iter: 7649 total_loss: 13.64 loss_class: 0.3514 loss_bbox: 0.1618 loss_giou: 0.4768 loss_class_0: 0.4051 loss_bbox_0: 0.1724 loss_giou_0: 0.5083 loss_class_1: 0.3767 loss_bbox_1: 0.1681 loss_giou_1: 0.4917 loss_class_2: 0.3576 loss_bbox_2: 0.1653 loss_giou_2: 0.4874 loss_class_3: 0.3559 loss_bbox_3: 0.1622 loss_giou_3: 0.4792 loss_class_4: 0.3527 loss_bbox_4: 0.1619 loss_giou_4: 0.4761 loss_class_enc: 0.3997 loss_bbox_enc: 0.2 loss_giou_enc: 0.5651 loss_class_dn: 0.1285 loss_bbox_dn: 0.2824 loss_giou_dn: 0.5788 loss_class_dn_0: 0.1653 loss_bbox_dn_0: 0.3435 loss_giou_dn_0: 0.7097 loss_class_dn_1: 0.1446 loss_bbox_dn_1: 0.2985 loss_giou_dn_1: 0.6121 loss_class_dn_2: 0.134 loss_bbox_dn_2: 0.2863 loss_giou_dn_2: 0.5921 loss_class_dn_3: 0.1322 loss_bbox_dn_3: 0.283 loss_giou_dn_3: 0.5817 loss_class_dn_4: 0.1306 loss_bbox_dn_4: 0.2824 loss_giou_dn_4: 0.5787 time: 1.1144 data_time: 0.1080 lr: 0.0001 max_mem: 40745M [05/19 19:14:02 d2.utils.events]: eta: 2 days, 18:48:23 iter: 7699 total_loss: 13.76 loss_class: 0.3561 loss_bbox: 0.1622 loss_giou: 0.5006 loss_class_0: 0.4129 loss_bbox_0: 0.1719 loss_giou_0: 0.5228 loss_class_1: 0.3801 loss_bbox_1: 0.1679 loss_giou_1: 0.5166 loss_class_2: 0.3591 loss_bbox_2: 0.1665 loss_giou_2: 0.5107 loss_class_3: 0.3564 loss_bbox_3: 0.1635 loss_giou_3: 0.5043 loss_class_4: 0.3555 loss_bbox_4: 0.1626 loss_giou_4: 0.5017 loss_class_enc: 0.4046 loss_bbox_enc: 0.1983 loss_giou_enc: 0.5822 loss_class_dn: 0.1363 loss_bbox_dn: 0.2787 loss_giou_dn: 0.5803 loss_class_dn_0: 0.1691 loss_bbox_dn_0: 0.3397 loss_giou_dn_0: 0.7199 loss_class_dn_1: 0.1491 loss_bbox_dn_1: 0.2959 loss_giou_dn_1: 0.6184 loss_class_dn_2: 0.1403 loss_bbox_dn_2: 0.2849 loss_giou_dn_2: 0.5958 loss_class_dn_3: 0.1386 loss_bbox_dn_3: 0.28 loss_giou_dn_3: 0.5833 loss_class_dn_4: 0.1365 loss_bbox_dn_4: 0.2788 loss_giou_dn_4: 0.5803 time: 1.1144 data_time: 0.1070 lr: 0.0001 max_mem: 40745M [05/19 19:14:58 d2.utils.events]: eta: 2 days, 18:47:41 iter: 7749 total_loss: 13.34 loss_class: 0.3475 loss_bbox: 0.1582 loss_giou: 0.4787 loss_class_0: 0.4055 loss_bbox_0: 0.1669 loss_giou_0: 0.5008 loss_class_1: 0.3699 loss_bbox_1: 0.1634 loss_giou_1: 0.4892 loss_class_2: 0.3534 loss_bbox_2: 0.1626 loss_giou_2: 0.4873 loss_class_3: 0.3502 loss_bbox_3: 0.1605 loss_giou_3: 0.483 loss_class_4: 0.3488 loss_bbox_4: 0.1584 loss_giou_4: 0.4789 loss_class_enc: 0.3961 loss_bbox_enc: 0.1903 loss_giou_enc: 0.5524 loss_class_dn: 0.1326 loss_bbox_dn: 0.2701 loss_giou_dn: 0.5614 loss_class_dn_0: 0.1699 loss_bbox_dn_0: 0.3317 loss_giou_dn_0: 0.7034 loss_class_dn_1: 0.1478 loss_bbox_dn_1: 0.2873 loss_giou_dn_1: 0.6009 loss_class_dn_2: 0.1383 loss_bbox_dn_2: 0.276 loss_giou_dn_2: 0.5764 loss_class_dn_3: 0.1355 loss_bbox_dn_3: 0.2714 loss_giou_dn_3: 0.5646 loss_class_dn_4: 0.1336 loss_bbox_dn_4: 0.2701 loss_giou_dn_4: 0.5614 time: 1.1144 data_time: 0.1128 lr: 0.0001 max_mem: 40745M [05/19 19:15:54 d2.utils.events]: eta: 2 days, 18:46:33 iter: 7799 total_loss: 13.65 loss_class: 0.3512 loss_bbox: 0.1663 loss_giou: 0.481 loss_class_0: 0.4127 loss_bbox_0: 0.1745 loss_giou_0: 0.5044 loss_class_1: 0.3741 loss_bbox_1: 0.1701 loss_giou_1: 0.4956 loss_class_2: 0.356 loss_bbox_2: 0.1688 loss_giou_2: 0.49 loss_class_3: 0.3544 loss_bbox_3: 0.1658 loss_giou_3: 0.4819 loss_class_4: 0.3536 loss_bbox_4: 0.1654 loss_giou_4: 0.4799 loss_class_enc: 0.404 loss_bbox_enc: 0.2057 loss_giou_enc: 0.5642 loss_class_dn: 0.1354 loss_bbox_dn: 0.2859 loss_giou_dn: 0.5717 loss_class_dn_0: 0.1706 loss_bbox_dn_0: 0.3599 loss_giou_dn_0: 0.7091 loss_class_dn_1: 0.1487 loss_bbox_dn_1: 0.3066 loss_giou_dn_1: 0.6085 loss_class_dn_2: 0.1405 loss_bbox_dn_2: 0.2916 loss_giou_dn_2: 0.5873 loss_class_dn_3: 0.1381 loss_bbox_dn_3: 0.2868 loss_giou_dn_3: 0.5752 loss_class_dn_4: 0.1365 loss_bbox_dn_4: 0.286 loss_giou_dn_4: 0.5716 time: 1.1143 data_time: 0.1106 lr: 0.0001 max_mem: 40745M [05/19 19:16:51 d2.utils.events]: eta: 2 days, 18:48:59 iter: 7849 total_loss: 13.51 loss_class: 0.3463 loss_bbox: 0.1626 loss_giou: 0.5017 loss_class_0: 0.3987 loss_bbox_0: 0.1701 loss_giou_0: 0.52 loss_class_1: 0.3652 loss_bbox_1: 0.1666 loss_giou_1: 0.5108 loss_class_2: 0.3488 loss_bbox_2: 0.1641 loss_giou_2: 0.51 loss_class_3: 0.3454 loss_bbox_3: 0.1628 loss_giou_3: 0.5052 loss_class_4: 0.3461 loss_bbox_4: 0.1627 loss_giou_4: 0.5024 loss_class_enc: 0.3923 loss_bbox_enc: 0.1927 loss_giou_enc: 0.5679 loss_class_dn: 0.1261 loss_bbox_dn: 0.2664 loss_giou_dn: 0.5793 loss_class_dn_0: 0.1614 loss_bbox_dn_0: 0.3267 loss_giou_dn_0: 0.7133 loss_class_dn_1: 0.1383 loss_bbox_dn_1: 0.2832 loss_giou_dn_1: 0.6137 loss_class_dn_2: 0.1309 loss_bbox_dn_2: 0.2712 loss_giou_dn_2: 0.5942 loss_class_dn_3: 0.1285 loss_bbox_dn_3: 0.267 loss_giou_dn_3: 0.5825 loss_class_dn_4: 0.1273 loss_bbox_dn_4: 0.2664 loss_giou_dn_4: 0.5793 time: 1.1144 data_time: 0.1026 lr: 0.0001 max_mem: 40745M [05/19 19:17:46 d2.utils.events]: eta: 2 days, 18:48:40 iter: 7899 total_loss: 13.54 loss_class: 0.3602 loss_bbox: 0.161 loss_giou: 0.4995 loss_class_0: 0.4092 loss_bbox_0: 0.1703 loss_giou_0: 0.5224 loss_class_1: 0.3743 loss_bbox_1: 0.1679 loss_giou_1: 0.5126 loss_class_2: 0.3606 loss_bbox_2: 0.1654 loss_giou_2: 0.5086 loss_class_3: 0.3588 loss_bbox_3: 0.1623 loss_giou_3: 0.5028 loss_class_4: 0.3584 loss_bbox_4: 0.1615 loss_giou_4: 0.5008 loss_class_enc: 0.402 loss_bbox_enc: 0.1928 loss_giou_enc: 0.5748 loss_class_dn: 0.1296 loss_bbox_dn: 0.2563 loss_giou_dn: 0.5733 loss_class_dn_0: 0.1629 loss_bbox_dn_0: 0.3293 loss_giou_dn_0: 0.7128 loss_class_dn_1: 0.1427 loss_bbox_dn_1: 0.2753 loss_giou_dn_1: 0.61 loss_class_dn_2: 0.1343 loss_bbox_dn_2: 0.262 loss_giou_dn_2: 0.588 loss_class_dn_3: 0.133 loss_bbox_dn_3: 0.2573 loss_giou_dn_3: 0.5769 loss_class_dn_4: 0.1313 loss_bbox_dn_4: 0.2564 loss_giou_dn_4: 0.5732 time: 1.1144 data_time: 0.1173 lr: 0.0001 max_mem: 40745M [05/19 19:18:42 d2.utils.events]: eta: 2 days, 18:48:02 iter: 7949 total_loss: 13.38 loss_class: 0.3489 loss_bbox: 0.1625 loss_giou: 0.4934 loss_class_0: 0.4031 loss_bbox_0: 0.1672 loss_giou_0: 0.51 loss_class_1: 0.3709 loss_bbox_1: 0.1688 loss_giou_1: 0.5025 loss_class_2: 0.3544 loss_bbox_2: 0.1667 loss_giou_2: 0.5 loss_class_3: 0.3528 loss_bbox_3: 0.1646 loss_giou_3: 0.4943 loss_class_4: 0.3512 loss_bbox_4: 0.162 loss_giou_4: 0.4922 loss_class_enc: 0.395 loss_bbox_enc: 0.1976 loss_giou_enc: 0.5702 loss_class_dn: 0.1288 loss_bbox_dn: 0.2698 loss_giou_dn: 0.5688 loss_class_dn_0: 0.1637 loss_bbox_dn_0: 0.3415 loss_giou_dn_0: 0.698 loss_class_dn_1: 0.1418 loss_bbox_dn_1: 0.29 loss_giou_dn_1: 0.6034 loss_class_dn_2: 0.1335 loss_bbox_dn_2: 0.2771 loss_giou_dn_2: 0.5828 loss_class_dn_3: 0.1311 loss_bbox_dn_3: 0.2721 loss_giou_dn_3: 0.5722 loss_class_dn_4: 0.1294 loss_bbox_dn_4: 0.2698 loss_giou_dn_4: 0.5687 time: 1.1143 data_time: 0.1017 lr: 0.0001 max_mem: 40745M [05/19 19:19:38 d2.utils.events]: eta: 2 days, 18:42:51 iter: 7999 total_loss: 13.47 loss_class: 0.3543 loss_bbox: 0.1614 loss_giou: 0.4939 loss_class_0: 0.4115 loss_bbox_0: 0.1682 loss_giou_0: 0.5132 loss_class_1: 0.3793 loss_bbox_1: 0.1656 loss_giou_1: 0.5077 loss_class_2: 0.3604 loss_bbox_2: 0.1639 loss_giou_2: 0.5012 loss_class_3: 0.3584 loss_bbox_3: 0.1608 loss_giou_3: 0.495 loss_class_4: 0.3549 loss_bbox_4: 0.1615 loss_giou_4: 0.4948 loss_class_enc: 0.4066 loss_bbox_enc: 0.1957 loss_giou_enc: 0.5695 loss_class_dn: 0.1303 loss_bbox_dn: 0.2669 loss_giou_dn: 0.5669 loss_class_dn_0: 0.1665 loss_bbox_dn_0: 0.332 loss_giou_dn_0: 0.7048 loss_class_dn_1: 0.1456 loss_bbox_dn_1: 0.2834 loss_giou_dn_1: 0.6025 loss_class_dn_2: 0.136 loss_bbox_dn_2: 0.2713 loss_giou_dn_2: 0.5798 loss_class_dn_3: 0.1333 loss_bbox_dn_3: 0.2682 loss_giou_dn_3: 0.5701 loss_class_dn_4: 0.1322 loss_bbox_dn_4: 0.267 loss_giou_dn_4: 0.5667 time: 1.1143 data_time: 0.1022 lr: 0.0001 max_mem: 40745M [05/19 19:20:35 d2.utils.events]: eta: 2 days, 18:44:18 iter: 8049 total_loss: 13.47 loss_class: 0.3556 loss_bbox: 0.1652 loss_giou: 0.483 loss_class_0: 0.4125 loss_bbox_0: 0.1741 loss_giou_0: 0.5034 loss_class_1: 0.3789 loss_bbox_1: 0.1731 loss_giou_1: 0.4951 loss_class_2: 0.3606 loss_bbox_2: 0.1706 loss_giou_2: 0.4908 loss_class_3: 0.357 loss_bbox_3: 0.1676 loss_giou_3: 0.484 loss_class_4: 0.3567 loss_bbox_4: 0.1659 loss_giou_4: 0.4846 loss_class_enc: 0.4059 loss_bbox_enc: 0.1976 loss_giou_enc: 0.5609 loss_class_dn: 0.1308 loss_bbox_dn: 0.2774 loss_giou_dn: 0.5653 loss_class_dn_0: 0.1681 loss_bbox_dn_0: 0.3479 loss_giou_dn_0: 0.7 loss_class_dn_1: 0.1455 loss_bbox_dn_1: 0.2961 loss_giou_dn_1: 0.5991 loss_class_dn_2: 0.1367 loss_bbox_dn_2: 0.2828 loss_giou_dn_2: 0.5794 loss_class_dn_3: 0.1338 loss_bbox_dn_3: 0.2783 loss_giou_dn_3: 0.5684 loss_class_dn_4: 0.132 loss_bbox_dn_4: 0.2774 loss_giou_dn_4: 0.5654 time: 1.1144 data_time: 0.1041 lr: 0.0001 max_mem: 40745M [05/19 19:21:32 d2.utils.events]: eta: 2 days, 18:45:30 iter: 8099 total_loss: 13.33 loss_class: 0.3467 loss_bbox: 0.1608 loss_giou: 0.4867 loss_class_0: 0.4033 loss_bbox_0: 0.1711 loss_giou_0: 0.5001 loss_class_1: 0.3699 loss_bbox_1: 0.1686 loss_giou_1: 0.4962 loss_class_2: 0.3515 loss_bbox_2: 0.1659 loss_giou_2: 0.4909 loss_class_3: 0.3509 loss_bbox_3: 0.1638 loss_giou_3: 0.4855 loss_class_4: 0.3483 loss_bbox_4: 0.1617 loss_giou_4: 0.4865 loss_class_enc: 0.395 loss_bbox_enc: 0.1973 loss_giou_enc: 0.5621 loss_class_dn: 0.1306 loss_bbox_dn: 0.2702 loss_giou_dn: 0.5657 loss_class_dn_0: 0.1666 loss_bbox_dn_0: 0.3361 loss_giou_dn_0: 0.7034 loss_class_dn_1: 0.1436 loss_bbox_dn_1: 0.2887 loss_giou_dn_1: 0.6019 loss_class_dn_2: 0.1346 loss_bbox_dn_2: 0.276 loss_giou_dn_2: 0.5794 loss_class_dn_3: 0.133 loss_bbox_dn_3: 0.2713 loss_giou_dn_3: 0.5688 loss_class_dn_4: 0.1311 loss_bbox_dn_4: 0.2703 loss_giou_dn_4: 0.5657 time: 1.1145 data_time: 0.1079 lr: 0.0001 max_mem: 40745M [05/19 19:22:28 d2.utils.events]: eta: 2 days, 18:45:51 iter: 8149 total_loss: 13.78 loss_class: 0.3598 loss_bbox: 0.1591 loss_giou: 0.4944 loss_class_0: 0.4192 loss_bbox_0: 0.1676 loss_giou_0: 0.5125 loss_class_1: 0.3835 loss_bbox_1: 0.167 loss_giou_1: 0.5051 loss_class_2: 0.3663 loss_bbox_2: 0.1622 loss_giou_2: 0.501 loss_class_3: 0.3611 loss_bbox_3: 0.1598 loss_giou_3: 0.4955 loss_class_4: 0.3597 loss_bbox_4: 0.1587 loss_giou_4: 0.4944 loss_class_enc: 0.4043 loss_bbox_enc: 0.1905 loss_giou_enc: 0.567 loss_class_dn: 0.1377 loss_bbox_dn: 0.2617 loss_giou_dn: 0.5733 loss_class_dn_0: 0.171 loss_bbox_dn_0: 0.3293 loss_giou_dn_0: 0.709 loss_class_dn_1: 0.1506 loss_bbox_dn_1: 0.279 loss_giou_dn_1: 0.6061 loss_class_dn_2: 0.1425 loss_bbox_dn_2: 0.268 loss_giou_dn_2: 0.5873 loss_class_dn_3: 0.1409 loss_bbox_dn_3: 0.2638 loss_giou_dn_3: 0.5762 loss_class_dn_4: 0.1391 loss_bbox_dn_4: 0.2617 loss_giou_dn_4: 0.5733 time: 1.1146 data_time: 0.1034 lr: 0.0001 max_mem: 40745M [05/19 19:23:25 d2.utils.events]: eta: 2 days, 18:44:56 iter: 8199 total_loss: 13.31 loss_class: 0.3481 loss_bbox: 0.1553 loss_giou: 0.4938 loss_class_0: 0.4044 loss_bbox_0: 0.1632 loss_giou_0: 0.513 loss_class_1: 0.3721 loss_bbox_1: 0.1598 loss_giou_1: 0.5015 loss_class_2: 0.3522 loss_bbox_2: 0.1607 loss_giou_2: 0.5023 loss_class_3: 0.3488 loss_bbox_3: 0.1581 loss_giou_3: 0.496 loss_class_4: 0.348 loss_bbox_4: 0.1564 loss_giou_4: 0.4955 loss_class_enc: 0.3986 loss_bbox_enc: 0.1888 loss_giou_enc: 0.5645 loss_class_dn: 0.1303 loss_bbox_dn: 0.2681 loss_giou_dn: 0.5673 loss_class_dn_0: 0.1654 loss_bbox_dn_0: 0.3372 loss_giou_dn_0: 0.705 loss_class_dn_1: 0.1433 loss_bbox_dn_1: 0.2881 loss_giou_dn_1: 0.6045 loss_class_dn_2: 0.1339 loss_bbox_dn_2: 0.2736 loss_giou_dn_2: 0.5808 loss_class_dn_3: 0.1322 loss_bbox_dn_3: 0.2694 loss_giou_dn_3: 0.5702 loss_class_dn_4: 0.1306 loss_bbox_dn_4: 0.2682 loss_giou_dn_4: 0.5672 time: 1.1147 data_time: 0.0960 lr: 0.0001 max_mem: 40745M [05/19 19:24:22 d2.utils.events]: eta: 2 days, 18:43:34 iter: 8249 total_loss: 13.43 loss_class: 0.3491 loss_bbox: 0.1632 loss_giou: 0.4871 loss_class_0: 0.4056 loss_bbox_0: 0.1732 loss_giou_0: 0.5066 loss_class_1: 0.3714 loss_bbox_1: 0.1728 loss_giou_1: 0.4975 loss_class_2: 0.3524 loss_bbox_2: 0.1696 loss_giou_2: 0.4966 loss_class_3: 0.3522 loss_bbox_3: 0.167 loss_giou_3: 0.4886 loss_class_4: 0.3516 loss_bbox_4: 0.1637 loss_giou_4: 0.4872 loss_class_enc: 0.3952 loss_bbox_enc: 0.1967 loss_giou_enc: 0.5559 loss_class_dn: 0.1314 loss_bbox_dn: 0.2691 loss_giou_dn: 0.5668 loss_class_dn_0: 0.1657 loss_bbox_dn_0: 0.3313 loss_giou_dn_0: 0.7026 loss_class_dn_1: 0.1439 loss_bbox_dn_1: 0.2892 loss_giou_dn_1: 0.6042 loss_class_dn_2: 0.1344 loss_bbox_dn_2: 0.2752 loss_giou_dn_2: 0.581 loss_class_dn_3: 0.1335 loss_bbox_dn_3: 0.2705 loss_giou_dn_3: 0.5695 loss_class_dn_4: 0.132 loss_bbox_dn_4: 0.2692 loss_giou_dn_4: 0.5668 time: 1.1147 data_time: 0.1026 lr: 0.0001 max_mem: 40745M [05/19 19:25:19 d2.utils.events]: eta: 2 days, 18:43:19 iter: 8299 total_loss: 13.73 loss_class: 0.353 loss_bbox: 0.1629 loss_giou: 0.4985 loss_class_0: 0.4068 loss_bbox_0: 0.175 loss_giou_0: 0.5186 loss_class_1: 0.3784 loss_bbox_1: 0.1709 loss_giou_1: 0.5077 loss_class_2: 0.36 loss_bbox_2: 0.1669 loss_giou_2: 0.5053 loss_class_3: 0.3562 loss_bbox_3: 0.1634 loss_giou_3: 0.4998 loss_class_4: 0.353 loss_bbox_4: 0.1635 loss_giou_4: 0.4981 loss_class_enc: 0.3993 loss_bbox_enc: 0.1994 loss_giou_enc: 0.5695 loss_class_dn: 0.1297 loss_bbox_dn: 0.2699 loss_giou_dn: 0.585 loss_class_dn_0: 0.1648 loss_bbox_dn_0: 0.3439 loss_giou_dn_0: 0.7207 loss_class_dn_1: 0.1432 loss_bbox_dn_1: 0.2902 loss_giou_dn_1: 0.6203 loss_class_dn_2: 0.134 loss_bbox_dn_2: 0.277 loss_giou_dn_2: 0.6005 loss_class_dn_3: 0.1329 loss_bbox_dn_3: 0.271 loss_giou_dn_3: 0.5885 loss_class_dn_4: 0.1308 loss_bbox_dn_4: 0.2698 loss_giou_dn_4: 0.5849 time: 1.1148 data_time: 0.0996 lr: 0.0001 max_mem: 40745M [05/19 19:26:16 d2.utils.events]: eta: 2 days, 18:43:25 iter: 8349 total_loss: 13.43 loss_class: 0.3466 loss_bbox: 0.1564 loss_giou: 0.4996 loss_class_0: 0.4017 loss_bbox_0: 0.1646 loss_giou_0: 0.5154 loss_class_1: 0.3664 loss_bbox_1: 0.1639 loss_giou_1: 0.5087 loss_class_2: 0.3501 loss_bbox_2: 0.1604 loss_giou_2: 0.5047 loss_class_3: 0.3489 loss_bbox_3: 0.1577 loss_giou_3: 0.4992 loss_class_4: 0.3467 loss_bbox_4: 0.1565 loss_giou_4: 0.4972 loss_class_enc: 0.3943 loss_bbox_enc: 0.1893 loss_giou_enc: 0.5682 loss_class_dn: 0.1311 loss_bbox_dn: 0.2582 loss_giou_dn: 0.5742 loss_class_dn_0: 0.1659 loss_bbox_dn_0: 0.3306 loss_giou_dn_0: 0.7066 loss_class_dn_1: 0.1441 loss_bbox_dn_1: 0.2772 loss_giou_dn_1: 0.6074 loss_class_dn_2: 0.1351 loss_bbox_dn_2: 0.2632 loss_giou_dn_2: 0.5885 loss_class_dn_3: 0.1334 loss_bbox_dn_3: 0.259 loss_giou_dn_3: 0.5775 loss_class_dn_4: 0.1315 loss_bbox_dn_4: 0.2583 loss_giou_dn_4: 0.5742 time: 1.1149 data_time: 0.1014 lr: 0.0001 max_mem: 40745M [05/19 19:27:13 d2.utils.events]: eta: 2 days, 18:41:09 iter: 8399 total_loss: 13.52 loss_class: 0.3521 loss_bbox: 0.1581 loss_giou: 0.4916 loss_class_0: 0.4029 loss_bbox_0: 0.1659 loss_giou_0: 0.5053 loss_class_1: 0.3715 loss_bbox_1: 0.1629 loss_giou_1: 0.499 loss_class_2: 0.3542 loss_bbox_2: 0.1602 loss_giou_2: 0.4973 loss_class_3: 0.3546 loss_bbox_3: 0.1582 loss_giou_3: 0.4924 loss_class_4: 0.3521 loss_bbox_4: 0.1576 loss_giou_4: 0.4899 loss_class_enc: 0.4003 loss_bbox_enc: 0.1883 loss_giou_enc: 0.5592 loss_class_dn: 0.1309 loss_bbox_dn: 0.2641 loss_giou_dn: 0.5743 loss_class_dn_0: 0.1687 loss_bbox_dn_0: 0.3345 loss_giou_dn_0: 0.7065 loss_class_dn_1: 0.147 loss_bbox_dn_1: 0.2821 loss_giou_dn_1: 0.6115 loss_class_dn_2: 0.136 loss_bbox_dn_2: 0.2691 loss_giou_dn_2: 0.5892 loss_class_dn_3: 0.1339 loss_bbox_dn_3: 0.2645 loss_giou_dn_3: 0.5777 loss_class_dn_4: 0.1319 loss_bbox_dn_4: 0.2641 loss_giou_dn_4: 0.5743 time: 1.1151 data_time: 0.1017 lr: 0.0001 max_mem: 40745M [05/19 19:28:09 d2.utils.events]: eta: 2 days, 18:41:39 iter: 8449 total_loss: 13.35 loss_class: 0.3414 loss_bbox: 0.1585 loss_giou: 0.5042 loss_class_0: 0.4004 loss_bbox_0: 0.1657 loss_giou_0: 0.5173 loss_class_1: 0.3685 loss_bbox_1: 0.1632 loss_giou_1: 0.509 loss_class_2: 0.3467 loss_bbox_2: 0.1614 loss_giou_2: 0.5092 loss_class_3: 0.344 loss_bbox_3: 0.1589 loss_giou_3: 0.5052 loss_class_4: 0.3435 loss_bbox_4: 0.1583 loss_giou_4: 0.5044 loss_class_enc: 0.3919 loss_bbox_enc: 0.1903 loss_giou_enc: 0.5679 loss_class_dn: 0.1263 loss_bbox_dn: 0.2632 loss_giou_dn: 0.5728 loss_class_dn_0: 0.1595 loss_bbox_dn_0: 0.3307 loss_giou_dn_0: 0.7066 loss_class_dn_1: 0.1384 loss_bbox_dn_1: 0.2829 loss_giou_dn_1: 0.6108 loss_class_dn_2: 0.1307 loss_bbox_dn_2: 0.2685 loss_giou_dn_2: 0.5879 loss_class_dn_3: 0.129 loss_bbox_dn_3: 0.2638 loss_giou_dn_3: 0.5758 loss_class_dn_4: 0.1267 loss_bbox_dn_4: 0.2632 loss_giou_dn_4: 0.5725 time: 1.1151 data_time: 0.1072 lr: 0.0001 max_mem: 40745M [05/19 19:29:05 d2.utils.events]: eta: 2 days, 18:39:56 iter: 8499 total_loss: 13.19 loss_class: 0.3431 loss_bbox: 0.1585 loss_giou: 0.4778 loss_class_0: 0.4057 loss_bbox_0: 0.1645 loss_giou_0: 0.4997 loss_class_1: 0.3697 loss_bbox_1: 0.1634 loss_giou_1: 0.4908 loss_class_2: 0.3463 loss_bbox_2: 0.162 loss_giou_2: 0.4859 loss_class_3: 0.3467 loss_bbox_3: 0.1603 loss_giou_3: 0.4814 loss_class_4: 0.3441 loss_bbox_4: 0.159 loss_giou_4: 0.4776 loss_class_enc: 0.3929 loss_bbox_enc: 0.1907 loss_giou_enc: 0.5487 loss_class_dn: 0.1262 loss_bbox_dn: 0.2678 loss_giou_dn: 0.5568 loss_class_dn_0: 0.164 loss_bbox_dn_0: 0.3409 loss_giou_dn_0: 0.6926 loss_class_dn_1: 0.1409 loss_bbox_dn_1: 0.2875 loss_giou_dn_1: 0.5935 loss_class_dn_2: 0.1322 loss_bbox_dn_2: 0.2742 loss_giou_dn_2: 0.571 loss_class_dn_3: 0.1289 loss_bbox_dn_3: 0.2692 loss_giou_dn_3: 0.5597 loss_class_dn_4: 0.1278 loss_bbox_dn_4: 0.2679 loss_giou_dn_4: 0.5566 time: 1.1151 data_time: 0.1037 lr: 0.0001 max_mem: 40745M [05/19 19:30:01 d2.utils.events]: eta: 2 days, 18:40:23 iter: 8549 total_loss: 13.15 loss_class: 0.3435 loss_bbox: 0.1573 loss_giou: 0.4818 loss_class_0: 0.3984 loss_bbox_0: 0.1612 loss_giou_0: 0.4994 loss_class_1: 0.3698 loss_bbox_1: 0.1607 loss_giou_1: 0.4902 loss_class_2: 0.3483 loss_bbox_2: 0.1602 loss_giou_2: 0.4874 loss_class_3: 0.3469 loss_bbox_3: 0.157 loss_giou_3: 0.4839 loss_class_4: 0.3463 loss_bbox_4: 0.1572 loss_giou_4: 0.4824 loss_class_enc: 0.3896 loss_bbox_enc: 0.1855 loss_giou_enc: 0.5573 loss_class_dn: 0.1261 loss_bbox_dn: 0.2681 loss_giou_dn: 0.5625 loss_class_dn_0: 0.1619 loss_bbox_dn_0: 0.3385 loss_giou_dn_0: 0.6947 loss_class_dn_1: 0.1402 loss_bbox_dn_1: 0.2881 loss_giou_dn_1: 0.597 loss_class_dn_2: 0.1308 loss_bbox_dn_2: 0.275 loss_giou_dn_2: 0.5757 loss_class_dn_3: 0.1284 loss_bbox_dn_3: 0.2697 loss_giou_dn_3: 0.5655 loss_class_dn_4: 0.127 loss_bbox_dn_4: 0.2681 loss_giou_dn_4: 0.5625 time: 1.1150 data_time: 0.1144 lr: 0.0001 max_mem: 40745M [05/19 19:30:57 d2.utils.events]: eta: 2 days, 18:38:05 iter: 8599 total_loss: 13.4 loss_class: 0.3449 loss_bbox: 0.1616 loss_giou: 0.4806 loss_class_0: 0.403 loss_bbox_0: 0.1711 loss_giou_0: 0.4984 loss_class_1: 0.369 loss_bbox_1: 0.1683 loss_giou_1: 0.4937 loss_class_2: 0.3513 loss_bbox_2: 0.167 loss_giou_2: 0.4895 loss_class_3: 0.3478 loss_bbox_3: 0.1646 loss_giou_3: 0.4831 loss_class_4: 0.3465 loss_bbox_4: 0.1616 loss_giou_4: 0.4813 loss_class_enc: 0.3965 loss_bbox_enc: 0.1938 loss_giou_enc: 0.5519 loss_class_dn: 0.1248 loss_bbox_dn: 0.2735 loss_giou_dn: 0.5649 loss_class_dn_0: 0.1593 loss_bbox_dn_0: 0.3524 loss_giou_dn_0: 0.6974 loss_class_dn_1: 0.1376 loss_bbox_dn_1: 0.2927 loss_giou_dn_1: 0.5998 loss_class_dn_2: 0.1292 loss_bbox_dn_2: 0.2784 loss_giou_dn_2: 0.579 loss_class_dn_3: 0.1276 loss_bbox_dn_3: 0.2746 loss_giou_dn_3: 0.568 loss_class_dn_4: 0.126 loss_bbox_dn_4: 0.2736 loss_giou_dn_4: 0.5648 time: 1.1150 data_time: 0.1043 lr: 0.0001 max_mem: 40745M [05/19 19:31:53 d2.utils.events]: eta: 2 days, 18:35:25 iter: 8649 total_loss: 13.39 loss_class: 0.3509 loss_bbox: 0.1576 loss_giou: 0.4738 loss_class_0: 0.4071 loss_bbox_0: 0.1679 loss_giou_0: 0.4997 loss_class_1: 0.3694 loss_bbox_1: 0.1644 loss_giou_1: 0.4878 loss_class_2: 0.3513 loss_bbox_2: 0.1626 loss_giou_2: 0.4838 loss_class_3: 0.3509 loss_bbox_3: 0.1602 loss_giou_3: 0.4775 loss_class_4: 0.3519 loss_bbox_4: 0.1577 loss_giou_4: 0.4741 loss_class_enc: 0.4015 loss_bbox_enc: 0.1924 loss_giou_enc: 0.5489 loss_class_dn: 0.1288 loss_bbox_dn: 0.2754 loss_giou_dn: 0.5591 loss_class_dn_0: 0.1641 loss_bbox_dn_0: 0.3438 loss_giou_dn_0: 0.6974 loss_class_dn_1: 0.1424 loss_bbox_dn_1: 0.2945 loss_giou_dn_1: 0.5951 loss_class_dn_2: 0.1334 loss_bbox_dn_2: 0.2804 loss_giou_dn_2: 0.572 loss_class_dn_3: 0.1315 loss_bbox_dn_3: 0.2765 loss_giou_dn_3: 0.5621 loss_class_dn_4: 0.1296 loss_bbox_dn_4: 0.2755 loss_giou_dn_4: 0.559 time: 1.1150 data_time: 0.1026 lr: 0.0001 max_mem: 40745M [05/19 19:32:49 d2.utils.events]: eta: 2 days, 18:34:19 iter: 8699 total_loss: 13.11 loss_class: 0.3416 loss_bbox: 0.1572 loss_giou: 0.4749 loss_class_0: 0.3986 loss_bbox_0: 0.1619 loss_giou_0: 0.4901 loss_class_1: 0.3677 loss_bbox_1: 0.1615 loss_giou_1: 0.4882 loss_class_2: 0.3492 loss_bbox_2: 0.1626 loss_giou_2: 0.483 loss_class_3: 0.3465 loss_bbox_3: 0.1582 loss_giou_3: 0.4784 loss_class_4: 0.3445 loss_bbox_4: 0.1559 loss_giou_4: 0.475 loss_class_enc: 0.3915 loss_bbox_enc: 0.1898 loss_giou_enc: 0.5516 loss_class_dn: 0.1286 loss_bbox_dn: 0.2597 loss_giou_dn: 0.5582 loss_class_dn_0: 0.1642 loss_bbox_dn_0: 0.3281 loss_giou_dn_0: 0.6955 loss_class_dn_1: 0.14 loss_bbox_dn_1: 0.278 loss_giou_dn_1: 0.5927 loss_class_dn_2: 0.1318 loss_bbox_dn_2: 0.2646 loss_giou_dn_2: 0.5717 loss_class_dn_3: 0.1302 loss_bbox_dn_3: 0.2605 loss_giou_dn_3: 0.5604 loss_class_dn_4: 0.1291 loss_bbox_dn_4: 0.2598 loss_giou_dn_4: 0.5581 time: 1.1150 data_time: 0.0995 lr: 0.0001 max_mem: 40745M [05/19 19:33:45 d2.utils.events]: eta: 2 days, 18:34:04 iter: 8749 total_loss: 13.22 loss_class: 0.333 loss_bbox: 0.1609 loss_giou: 0.4781 loss_class_0: 0.392 loss_bbox_0: 0.1662 loss_giou_0: 0.4975 loss_class_1: 0.3577 loss_bbox_1: 0.1646 loss_giou_1: 0.4895 loss_class_2: 0.339 loss_bbox_2: 0.1632 loss_giou_2: 0.4871 loss_class_3: 0.3353 loss_bbox_3: 0.161 loss_giou_3: 0.4817 loss_class_4: 0.3357 loss_bbox_4: 0.1598 loss_giou_4: 0.4787 loss_class_enc: 0.3901 loss_bbox_enc: 0.1889 loss_giou_enc: 0.548 loss_class_dn: 0.1255 loss_bbox_dn: 0.2581 loss_giou_dn: 0.5505 loss_class_dn_0: 0.1621 loss_bbox_dn_0: 0.3316 loss_giou_dn_0: 0.6877 loss_class_dn_1: 0.1404 loss_bbox_dn_1: 0.2768 loss_giou_dn_1: 0.5865 loss_class_dn_2: 0.1313 loss_bbox_dn_2: 0.2638 loss_giou_dn_2: 0.5646 loss_class_dn_3: 0.1294 loss_bbox_dn_3: 0.2596 loss_giou_dn_3: 0.5536 loss_class_dn_4: 0.1274 loss_bbox_dn_4: 0.2581 loss_giou_dn_4: 0.5506 time: 1.1150 data_time: 0.0968 lr: 0.0001 max_mem: 40745M [05/19 19:34:41 d2.utils.events]: eta: 2 days, 18:33:51 iter: 8799 total_loss: 13.2 loss_class: 0.3434 loss_bbox: 0.1524 loss_giou: 0.4791 loss_class_0: 0.4035 loss_bbox_0: 0.1606 loss_giou_0: 0.4978 loss_class_1: 0.369 loss_bbox_1: 0.1605 loss_giou_1: 0.4955 loss_class_2: 0.3482 loss_bbox_2: 0.1574 loss_giou_2: 0.487 loss_class_3: 0.3463 loss_bbox_3: 0.1535 loss_giou_3: 0.4823 loss_class_4: 0.3452 loss_bbox_4: 0.1525 loss_giou_4: 0.4798 loss_class_enc: 0.3934 loss_bbox_enc: 0.1867 loss_giou_enc: 0.5551 loss_class_dn: 0.1265 loss_bbox_dn: 0.2518 loss_giou_dn: 0.5526 loss_class_dn_0: 0.1638 loss_bbox_dn_0: 0.3233 loss_giou_dn_0: 0.6893 loss_class_dn_1: 0.1408 loss_bbox_dn_1: 0.2691 loss_giou_dn_1: 0.5895 loss_class_dn_2: 0.13 loss_bbox_dn_2: 0.2577 loss_giou_dn_2: 0.5679 loss_class_dn_3: 0.1287 loss_bbox_dn_3: 0.2529 loss_giou_dn_3: 0.5564 loss_class_dn_4: 0.1269 loss_bbox_dn_4: 0.2518 loss_giou_dn_4: 0.5525 time: 1.1151 data_time: 0.1051 lr: 0.0001 max_mem: 40745M [05/19 19:35:38 d2.utils.events]: eta: 2 days, 18:33:28 iter: 8849 total_loss: 13.23 loss_class: 0.3474 loss_bbox: 0.158 loss_giou: 0.4828 loss_class_0: 0.4015 loss_bbox_0: 0.1675 loss_giou_0: 0.5012 loss_class_1: 0.3707 loss_bbox_1: 0.165 loss_giou_1: 0.495 loss_class_2: 0.3558 loss_bbox_2: 0.162 loss_giou_2: 0.4903 loss_class_3: 0.3508 loss_bbox_3: 0.1597 loss_giou_3: 0.4864 loss_class_4: 0.3506 loss_bbox_4: 0.1576 loss_giou_4: 0.4836 loss_class_enc: 0.398 loss_bbox_enc: 0.191 loss_giou_enc: 0.559 loss_class_dn: 0.1245 loss_bbox_dn: 0.2592 loss_giou_dn: 0.5567 loss_class_dn_0: 0.1598 loss_bbox_dn_0: 0.3327 loss_giou_dn_0: 0.6914 loss_class_dn_1: 0.138 loss_bbox_dn_1: 0.2793 loss_giou_dn_1: 0.5879 loss_class_dn_2: 0.1294 loss_bbox_dn_2: 0.2657 loss_giou_dn_2: 0.5683 loss_class_dn_3: 0.1275 loss_bbox_dn_3: 0.2604 loss_giou_dn_3: 0.5593 loss_class_dn_4: 0.1257 loss_bbox_dn_4: 0.2593 loss_giou_dn_4: 0.5568 time: 1.1151 data_time: 0.1002 lr: 0.0001 max_mem: 40745M [05/19 19:36:34 d2.utils.events]: eta: 2 days, 18:32:45 iter: 8899 total_loss: 12.95 loss_class: 0.3321 loss_bbox: 0.156 loss_giou: 0.4671 loss_class_0: 0.3969 loss_bbox_0: 0.1634 loss_giou_0: 0.4842 loss_class_1: 0.3567 loss_bbox_1: 0.1625 loss_giou_1: 0.4798 loss_class_2: 0.3401 loss_bbox_2: 0.1588 loss_giou_2: 0.4758 loss_class_3: 0.3375 loss_bbox_3: 0.1572 loss_giou_3: 0.4692 loss_class_4: 0.3349 loss_bbox_4: 0.1556 loss_giou_4: 0.4681 loss_class_enc: 0.3907 loss_bbox_enc: 0.1899 loss_giou_enc: 0.5369 loss_class_dn: 0.1247 loss_bbox_dn: 0.2698 loss_giou_dn: 0.5409 loss_class_dn_0: 0.1622 loss_bbox_dn_0: 0.338 loss_giou_dn_0: 0.6814 loss_class_dn_1: 0.1396 loss_bbox_dn_1: 0.2898 loss_giou_dn_1: 0.5771 loss_class_dn_2: 0.1301 loss_bbox_dn_2: 0.2766 loss_giou_dn_2: 0.5556 loss_class_dn_3: 0.1273 loss_bbox_dn_3: 0.2714 loss_giou_dn_3: 0.5442 loss_class_dn_4: 0.1261 loss_bbox_dn_4: 0.2699 loss_giou_dn_4: 0.5409 time: 1.1152 data_time: 0.1067 lr: 0.0001 max_mem: 40745M [05/19 19:37:30 d2.utils.events]: eta: 2 days, 18:30:56 iter: 8949 total_loss: 13.26 loss_class: 0.3473 loss_bbox: 0.1532 loss_giou: 0.4748 loss_class_0: 0.4045 loss_bbox_0: 0.1618 loss_giou_0: 0.4977 loss_class_1: 0.3701 loss_bbox_1: 0.1591 loss_giou_1: 0.4905 loss_class_2: 0.3523 loss_bbox_2: 0.1559 loss_giou_2: 0.4824 loss_class_3: 0.3495 loss_bbox_3: 0.1542 loss_giou_3: 0.4759 loss_class_4: 0.349 loss_bbox_4: 0.1532 loss_giou_4: 0.4737 loss_class_enc: 0.3953 loss_bbox_enc: 0.188 loss_giou_enc: 0.5431 loss_class_dn: 0.1329 loss_bbox_dn: 0.2687 loss_giou_dn: 0.5536 loss_class_dn_0: 0.169 loss_bbox_dn_0: 0.3322 loss_giou_dn_0: 0.687 loss_class_dn_1: 0.1463 loss_bbox_dn_1: 0.2848 loss_giou_dn_1: 0.5852 loss_class_dn_2: 0.1384 loss_bbox_dn_2: 0.2735 loss_giou_dn_2: 0.5661 loss_class_dn_3: 0.1362 loss_bbox_dn_3: 0.2693 loss_giou_dn_3: 0.5563 loss_class_dn_4: 0.1343 loss_bbox_dn_4: 0.2687 loss_giou_dn_4: 0.5535 time: 1.1151 data_time: 0.0991 lr: 0.0001 max_mem: 40745M [05/19 19:38:27 d2.utils.events]: eta: 2 days, 18:31:20 iter: 8999 total_loss: 13.28 loss_class: 0.3456 loss_bbox: 0.1548 loss_giou: 0.4791 loss_class_0: 0.4058 loss_bbox_0: 0.1633 loss_giou_0: 0.4929 loss_class_1: 0.3701 loss_bbox_1: 0.1624 loss_giou_1: 0.4903 loss_class_2: 0.3482 loss_bbox_2: 0.1588 loss_giou_2: 0.4849 loss_class_3: 0.3485 loss_bbox_3: 0.156 loss_giou_3: 0.4819 loss_class_4: 0.3467 loss_bbox_4: 0.1562 loss_giou_4: 0.4797 loss_class_enc: 0.3992 loss_bbox_enc: 0.1831 loss_giou_enc: 0.5458 loss_class_dn: 0.1268 loss_bbox_dn: 0.2637 loss_giou_dn: 0.5622 loss_class_dn_0: 0.1621 loss_bbox_dn_0: 0.3284 loss_giou_dn_0: 0.6934 loss_class_dn_1: 0.1402 loss_bbox_dn_1: 0.2798 loss_giou_dn_1: 0.5957 loss_class_dn_2: 0.1315 loss_bbox_dn_2: 0.2679 loss_giou_dn_2: 0.5758 loss_class_dn_3: 0.129 loss_bbox_dn_3: 0.2639 loss_giou_dn_3: 0.5659 loss_class_dn_4: 0.1278 loss_bbox_dn_4: 0.2638 loss_giou_dn_4: 0.5623 time: 1.1152 data_time: 0.1043 lr: 0.0001 max_mem: 40745M [05/19 19:39:23 d2.utils.events]: eta: 2 days, 18:34:51 iter: 9049 total_loss: 13.01 loss_class: 0.339 loss_bbox: 0.156 loss_giou: 0.4878 loss_class_0: 0.3952 loss_bbox_0: 0.1628 loss_giou_0: 0.5085 loss_class_1: 0.3614 loss_bbox_1: 0.1632 loss_giou_1: 0.4983 loss_class_2: 0.3413 loss_bbox_2: 0.1586 loss_giou_2: 0.4966 loss_class_3: 0.3425 loss_bbox_3: 0.156 loss_giou_3: 0.4882 loss_class_4: 0.339 loss_bbox_4: 0.1555 loss_giou_4: 0.4891 loss_class_enc: 0.3903 loss_bbox_enc: 0.1902 loss_giou_enc: 0.5651 loss_class_dn: 0.1223 loss_bbox_dn: 0.2551 loss_giou_dn: 0.5495 loss_class_dn_0: 0.1585 loss_bbox_dn_0: 0.3228 loss_giou_dn_0: 0.6821 loss_class_dn_1: 0.1349 loss_bbox_dn_1: 0.2753 loss_giou_dn_1: 0.5838 loss_class_dn_2: 0.1266 loss_bbox_dn_2: 0.2613 loss_giou_dn_2: 0.5644 loss_class_dn_3: 0.125 loss_bbox_dn_3: 0.2565 loss_giou_dn_3: 0.5531 loss_class_dn_4: 0.1237 loss_bbox_dn_4: 0.2552 loss_giou_dn_4: 0.5495 time: 1.1152 data_time: 0.1003 lr: 0.0001 max_mem: 40745M [05/19 19:40:20 d2.utils.events]: eta: 2 days, 18:37:17 iter: 9099 total_loss: 13.29 loss_class: 0.3404 loss_bbox: 0.1592 loss_giou: 0.4836 loss_class_0: 0.4039 loss_bbox_0: 0.1661 loss_giou_0: 0.501 loss_class_1: 0.3648 loss_bbox_1: 0.1665 loss_giou_1: 0.4967 loss_class_2: 0.3478 loss_bbox_2: 0.1625 loss_giou_2: 0.491 loss_class_3: 0.3445 loss_bbox_3: 0.1596 loss_giou_3: 0.484 loss_class_4: 0.3431 loss_bbox_4: 0.1592 loss_giou_4: 0.4829 loss_class_enc: 0.3873 loss_bbox_enc: 0.1947 loss_giou_enc: 0.5568 loss_class_dn: 0.1257 loss_bbox_dn: 0.249 loss_giou_dn: 0.5613 loss_class_dn_0: 0.1614 loss_bbox_dn_0: 0.3245 loss_giou_dn_0: 0.6984 loss_class_dn_1: 0.1375 loss_bbox_dn_1: 0.2704 loss_giou_dn_1: 0.5959 loss_class_dn_2: 0.1293 loss_bbox_dn_2: 0.2557 loss_giou_dn_2: 0.5742 loss_class_dn_3: 0.1288 loss_bbox_dn_3: 0.2498 loss_giou_dn_3: 0.5638 loss_class_dn_4: 0.1268 loss_bbox_dn_4: 0.2492 loss_giou_dn_4: 0.5613 time: 1.1152 data_time: 0.1032 lr: 0.0001 max_mem: 40745M [05/19 19:41:16 d2.utils.events]: eta: 2 days, 18:34:17 iter: 9149 total_loss: 13.13 loss_class: 0.3375 loss_bbox: 0.1551 loss_giou: 0.4863 loss_class_0: 0.3962 loss_bbox_0: 0.1633 loss_giou_0: 0.5033 loss_class_1: 0.3582 loss_bbox_1: 0.1632 loss_giou_1: 0.4972 loss_class_2: 0.3418 loss_bbox_2: 0.1574 loss_giou_2: 0.4919 loss_class_3: 0.3399 loss_bbox_3: 0.1563 loss_giou_3: 0.486 loss_class_4: 0.3386 loss_bbox_4: 0.1564 loss_giou_4: 0.4848 loss_class_enc: 0.3882 loss_bbox_enc: 0.1886 loss_giou_enc: 0.5553 loss_class_dn: 0.123 loss_bbox_dn: 0.2622 loss_giou_dn: 0.5546 loss_class_dn_0: 0.1579 loss_bbox_dn_0: 0.3322 loss_giou_dn_0: 0.6963 loss_class_dn_1: 0.136 loss_bbox_dn_1: 0.2795 loss_giou_dn_1: 0.5896 loss_class_dn_2: 0.1277 loss_bbox_dn_2: 0.2677 loss_giou_dn_2: 0.5684 loss_class_dn_3: 0.1264 loss_bbox_dn_3: 0.2637 loss_giou_dn_3: 0.5572 loss_class_dn_4: 0.1238 loss_bbox_dn_4: 0.2624 loss_giou_dn_4: 0.5544 time: 1.1153 data_time: 0.1022 lr: 0.0001 max_mem: 40745M [05/19 19:42:12 d2.utils.events]: eta: 2 days, 18:33:22 iter: 9199 total_loss: 13.27 loss_class: 0.3493 loss_bbox: 0.1638 loss_giou: 0.4922 loss_class_0: 0.4026 loss_bbox_0: 0.1696 loss_giou_0: 0.5114 loss_class_1: 0.3678 loss_bbox_1: 0.1663 loss_giou_1: 0.5074 loss_class_2: 0.3542 loss_bbox_2: 0.1664 loss_giou_2: 0.498 loss_class_3: 0.3517 loss_bbox_3: 0.1632 loss_giou_3: 0.4944 loss_class_4: 0.3498 loss_bbox_4: 0.1629 loss_giou_4: 0.4926 loss_class_enc: 0.3992 loss_bbox_enc: 0.1951 loss_giou_enc: 0.5631 loss_class_dn: 0.1277 loss_bbox_dn: 0.2568 loss_giou_dn: 0.5582 loss_class_dn_0: 0.1637 loss_bbox_dn_0: 0.3259 loss_giou_dn_0: 0.703 loss_class_dn_1: 0.1419 loss_bbox_dn_1: 0.2758 loss_giou_dn_1: 0.5928 loss_class_dn_2: 0.1322 loss_bbox_dn_2: 0.2635 loss_giou_dn_2: 0.5724 loss_class_dn_3: 0.1311 loss_bbox_dn_3: 0.2585 loss_giou_dn_3: 0.5609 loss_class_dn_4: 0.129 loss_bbox_dn_4: 0.2569 loss_giou_dn_4: 0.5583 time: 1.1153 data_time: 0.1006 lr: 0.0001 max_mem: 40745M [05/19 19:43:09 d2.utils.events]: eta: 2 days, 18:34:45 iter: 9249 total_loss: 13.21 loss_class: 0.3445 loss_bbox: 0.1551 loss_giou: 0.4847 loss_class_0: 0.4009 loss_bbox_0: 0.1645 loss_giou_0: 0.5046 loss_class_1: 0.3663 loss_bbox_1: 0.1641 loss_giou_1: 0.4987 loss_class_2: 0.346 loss_bbox_2: 0.1588 loss_giou_2: 0.4955 loss_class_3: 0.3445 loss_bbox_3: 0.1551 loss_giou_3: 0.4886 loss_class_4: 0.3446 loss_bbox_4: 0.1551 loss_giou_4: 0.4864 loss_class_enc: 0.3884 loss_bbox_enc: 0.1859 loss_giou_enc: 0.5567 loss_class_dn: 0.1213 loss_bbox_dn: 0.2542 loss_giou_dn: 0.5669 loss_class_dn_0: 0.1583 loss_bbox_dn_0: 0.3169 loss_giou_dn_0: 0.6977 loss_class_dn_1: 0.1344 loss_bbox_dn_1: 0.2729 loss_giou_dn_1: 0.6001 loss_class_dn_2: 0.1269 loss_bbox_dn_2: 0.2592 loss_giou_dn_2: 0.5809 loss_class_dn_3: 0.125 loss_bbox_dn_3: 0.2546 loss_giou_dn_3: 0.5705 loss_class_dn_4: 0.1234 loss_bbox_dn_4: 0.2541 loss_giou_dn_4: 0.5668 time: 1.1153 data_time: 0.1099 lr: 0.0001 max_mem: 40745M [05/19 19:44:05 d2.utils.events]: eta: 2 days, 18:27:01 iter: 9299 total_loss: 12.89 loss_class: 0.3378 loss_bbox: 0.1501 loss_giou: 0.4737 loss_class_0: 0.3973 loss_bbox_0: 0.1594 loss_giou_0: 0.489 loss_class_1: 0.3596 loss_bbox_1: 0.1568 loss_giou_1: 0.484 loss_class_2: 0.3434 loss_bbox_2: 0.1533 loss_giou_2: 0.4804 loss_class_3: 0.3407 loss_bbox_3: 0.1504 loss_giou_3: 0.4755 loss_class_4: 0.3387 loss_bbox_4: 0.1499 loss_giou_4: 0.4733 loss_class_enc: 0.3896 loss_bbox_enc: 0.1787 loss_giou_enc: 0.5378 loss_class_dn: 0.1203 loss_bbox_dn: 0.2531 loss_giou_dn: 0.5466 loss_class_dn_0: 0.1561 loss_bbox_dn_0: 0.3194 loss_giou_dn_0: 0.6825 loss_class_dn_1: 0.1336 loss_bbox_dn_1: 0.2695 loss_giou_dn_1: 0.5832 loss_class_dn_2: 0.1249 loss_bbox_dn_2: 0.2587 loss_giou_dn_2: 0.5609 loss_class_dn_3: 0.1227 loss_bbox_dn_3: 0.2541 loss_giou_dn_3: 0.5496 loss_class_dn_4: 0.1209 loss_bbox_dn_4: 0.2532 loss_giou_dn_4: 0.5465 time: 1.1154 data_time: 0.1021 lr: 0.0001 max_mem: 40745M [05/19 19:45:01 d2.utils.events]: eta: 2 days, 18:26:06 iter: 9349 total_loss: 13.03 loss_class: 0.3385 loss_bbox: 0.1543 loss_giou: 0.4721 loss_class_0: 0.3949 loss_bbox_0: 0.1593 loss_giou_0: 0.496 loss_class_1: 0.3598 loss_bbox_1: 0.1595 loss_giou_1: 0.4816 loss_class_2: 0.3423 loss_bbox_2: 0.1563 loss_giou_2: 0.4789 loss_class_3: 0.3411 loss_bbox_3: 0.1555 loss_giou_3: 0.4746 loss_class_4: 0.3392 loss_bbox_4: 0.1551 loss_giou_4: 0.4722 loss_class_enc: 0.3864 loss_bbox_enc: 0.1868 loss_giou_enc: 0.5551 loss_class_dn: 0.1226 loss_bbox_dn: 0.2578 loss_giou_dn: 0.5491 loss_class_dn_0: 0.1598 loss_bbox_dn_0: 0.3298 loss_giou_dn_0: 0.6906 loss_class_dn_1: 0.137 loss_bbox_dn_1: 0.2759 loss_giou_dn_1: 0.5834 loss_class_dn_2: 0.1286 loss_bbox_dn_2: 0.2629 loss_giou_dn_2: 0.5625 loss_class_dn_3: 0.1264 loss_bbox_dn_3: 0.2591 loss_giou_dn_3: 0.5517 loss_class_dn_4: 0.1243 loss_bbox_dn_4: 0.2578 loss_giou_dn_4: 0.5491 time: 1.1154 data_time: 0.0969 lr: 0.0001 max_mem: 40745M [05/19 19:45:58 d2.utils.events]: eta: 2 days, 18:23:14 iter: 9399 total_loss: 12.97 loss_class: 0.3239 loss_bbox: 0.1538 loss_giou: 0.4692 loss_class_0: 0.3818 loss_bbox_0: 0.1602 loss_giou_0: 0.4914 loss_class_1: 0.35 loss_bbox_1: 0.1601 loss_giou_1: 0.4832 loss_class_2: 0.3316 loss_bbox_2: 0.1575 loss_giou_2: 0.477 loss_class_3: 0.3291 loss_bbox_3: 0.1544 loss_giou_3: 0.4702 loss_class_4: 0.3256 loss_bbox_4: 0.1537 loss_giou_4: 0.4688 loss_class_enc: 0.3718 loss_bbox_enc: 0.1838 loss_giou_enc: 0.547 loss_class_dn: 0.117 loss_bbox_dn: 0.2553 loss_giou_dn: 0.5493 loss_class_dn_0: 0.1543 loss_bbox_dn_0: 0.3219 loss_giou_dn_0: 0.685 loss_class_dn_1: 0.1314 loss_bbox_dn_1: 0.2723 loss_giou_dn_1: 0.5861 loss_class_dn_2: 0.122 loss_bbox_dn_2: 0.2612 loss_giou_dn_2: 0.563 loss_class_dn_3: 0.1202 loss_bbox_dn_3: 0.2565 loss_giou_dn_3: 0.5524 loss_class_dn_4: 0.1187 loss_bbox_dn_4: 0.2553 loss_giou_dn_4: 0.5492 time: 1.1154 data_time: 0.1067 lr: 0.0001 max_mem: 40745M [05/19 19:46:54 d2.utils.events]: eta: 2 days, 18:22:18 iter: 9449 total_loss: 12.99 loss_class: 0.3475 loss_bbox: 0.1535 loss_giou: 0.4617 loss_class_0: 0.3998 loss_bbox_0: 0.1633 loss_giou_0: 0.4826 loss_class_1: 0.3642 loss_bbox_1: 0.1601 loss_giou_1: 0.4749 loss_class_2: 0.3496 loss_bbox_2: 0.1551 loss_giou_2: 0.4691 loss_class_3: 0.3466 loss_bbox_3: 0.1541 loss_giou_3: 0.4636 loss_class_4: 0.3469 loss_bbox_4: 0.153 loss_giou_4: 0.4611 loss_class_enc: 0.3929 loss_bbox_enc: 0.1887 loss_giou_enc: 0.5322 loss_class_dn: 0.1209 loss_bbox_dn: 0.2647 loss_giou_dn: 0.55 loss_class_dn_0: 0.1583 loss_bbox_dn_0: 0.3352 loss_giou_dn_0: 0.684 loss_class_dn_1: 0.1354 loss_bbox_dn_1: 0.2834 loss_giou_dn_1: 0.5851 loss_class_dn_2: 0.1258 loss_bbox_dn_2: 0.2711 loss_giou_dn_2: 0.5651 loss_class_dn_3: 0.1234 loss_bbox_dn_3: 0.2661 loss_giou_dn_3: 0.5529 loss_class_dn_4: 0.1218 loss_bbox_dn_4: 0.2647 loss_giou_dn_4: 0.5499 time: 1.1155 data_time: 0.0995 lr: 0.0001 max_mem: 40745M [05/19 19:47:51 d2.utils.events]: eta: 2 days, 18:25:43 iter: 9499 total_loss: 12.9 loss_class: 0.3331 loss_bbox: 0.1519 loss_giou: 0.4705 loss_class_0: 0.3913 loss_bbox_0: 0.16 loss_giou_0: 0.4893 loss_class_1: 0.3499 loss_bbox_1: 0.1581 loss_giou_1: 0.4828 loss_class_2: 0.3368 loss_bbox_2: 0.1552 loss_giou_2: 0.4779 loss_class_3: 0.3348 loss_bbox_3: 0.153 loss_giou_3: 0.4734 loss_class_4: 0.3349 loss_bbox_4: 0.1518 loss_giou_4: 0.4708 loss_class_enc: 0.3806 loss_bbox_enc: 0.1859 loss_giou_enc: 0.5468 loss_class_dn: 0.121 loss_bbox_dn: 0.2634 loss_giou_dn: 0.5503 loss_class_dn_0: 0.1586 loss_bbox_dn_0: 0.3302 loss_giou_dn_0: 0.6848 loss_class_dn_1: 0.1355 loss_bbox_dn_1: 0.2806 loss_giou_dn_1: 0.586 loss_class_dn_2: 0.1261 loss_bbox_dn_2: 0.2682 loss_giou_dn_2: 0.5637 loss_class_dn_3: 0.124 loss_bbox_dn_3: 0.2641 loss_giou_dn_3: 0.5534 loss_class_dn_4: 0.1219 loss_bbox_dn_4: 0.2634 loss_giou_dn_4: 0.5504 time: 1.1155 data_time: 0.1026 lr: 0.0001 max_mem: 40745M [05/19 19:48:47 d2.utils.events]: eta: 2 days, 18:27:26 iter: 9549 total_loss: 13.02 loss_class: 0.3408 loss_bbox: 0.1504 loss_giou: 0.462 loss_class_0: 0.3973 loss_bbox_0: 0.1593 loss_giou_0: 0.4833 loss_class_1: 0.3635 loss_bbox_1: 0.1562 loss_giou_1: 0.4733 loss_class_2: 0.3438 loss_bbox_2: 0.1529 loss_giou_2: 0.4736 loss_class_3: 0.3425 loss_bbox_3: 0.1513 loss_giou_3: 0.4664 loss_class_4: 0.3422 loss_bbox_4: 0.1506 loss_giou_4: 0.4625 loss_class_enc: 0.3876 loss_bbox_enc: 0.1832 loss_giou_enc: 0.5372 loss_class_dn: 0.1236 loss_bbox_dn: 0.2583 loss_giou_dn: 0.5458 loss_class_dn_0: 0.1626 loss_bbox_dn_0: 0.3332 loss_giou_dn_0: 0.6812 loss_class_dn_1: 0.1373 loss_bbox_dn_1: 0.2774 loss_giou_dn_1: 0.5814 loss_class_dn_2: 0.1275 loss_bbox_dn_2: 0.2638 loss_giou_dn_2: 0.5598 loss_class_dn_3: 0.1261 loss_bbox_dn_3: 0.2594 loss_giou_dn_3: 0.549 loss_class_dn_4: 0.1248 loss_bbox_dn_4: 0.2584 loss_giou_dn_4: 0.5459 time: 1.1156 data_time: 0.1059 lr: 0.0001 max_mem: 40745M [05/19 19:49:44 d2.utils.events]: eta: 2 days, 18:30:06 iter: 9599 total_loss: 13.11 loss_class: 0.3399 loss_bbox: 0.1534 loss_giou: 0.4681 loss_class_0: 0.399 loss_bbox_0: 0.1599 loss_giou_0: 0.4823 loss_class_1: 0.3642 loss_bbox_1: 0.1591 loss_giou_1: 0.4741 loss_class_2: 0.3459 loss_bbox_2: 0.1556 loss_giou_2: 0.4725 loss_class_3: 0.3439 loss_bbox_3: 0.1536 loss_giou_3: 0.4668 loss_class_4: 0.3411 loss_bbox_4: 0.1531 loss_giou_4: 0.4679 loss_class_enc: 0.3916 loss_bbox_enc: 0.1837 loss_giou_enc: 0.538 loss_class_dn: 0.1271 loss_bbox_dn: 0.2586 loss_giou_dn: 0.5496 loss_class_dn_0: 0.1665 loss_bbox_dn_0: 0.3305 loss_giou_dn_0: 0.6834 loss_class_dn_1: 0.1425 loss_bbox_dn_1: 0.2792 loss_giou_dn_1: 0.5852 loss_class_dn_2: 0.1331 loss_bbox_dn_2: 0.2649 loss_giou_dn_2: 0.5638 loss_class_dn_3: 0.1307 loss_bbox_dn_3: 0.2601 loss_giou_dn_3: 0.5536 loss_class_dn_4: 0.129 loss_bbox_dn_4: 0.2588 loss_giou_dn_4: 0.5498 time: 1.1156 data_time: 0.1048 lr: 0.0001 max_mem: 40745M [05/19 19:50:40 d2.utils.events]: eta: 2 days, 18:30:31 iter: 9649 total_loss: 13.12 loss_class: 0.3446 loss_bbox: 0.1555 loss_giou: 0.4801 loss_class_0: 0.4045 loss_bbox_0: 0.1633 loss_giou_0: 0.4939 loss_class_1: 0.3673 loss_bbox_1: 0.1591 loss_giou_1: 0.4941 loss_class_2: 0.3511 loss_bbox_2: 0.1566 loss_giou_2: 0.4883 loss_class_3: 0.348 loss_bbox_3: 0.1563 loss_giou_3: 0.4818 loss_class_4: 0.345 loss_bbox_4: 0.1548 loss_giou_4: 0.4802 loss_class_enc: 0.3967 loss_bbox_enc: 0.1866 loss_giou_enc: 0.5433 loss_class_dn: 0.124 loss_bbox_dn: 0.2605 loss_giou_dn: 0.5554 loss_class_dn_0: 0.1588 loss_bbox_dn_0: 0.3311 loss_giou_dn_0: 0.685 loss_class_dn_1: 0.1364 loss_bbox_dn_1: 0.2788 loss_giou_dn_1: 0.5892 loss_class_dn_2: 0.1291 loss_bbox_dn_2: 0.266 loss_giou_dn_2: 0.5679 loss_class_dn_3: 0.1274 loss_bbox_dn_3: 0.2614 loss_giou_dn_3: 0.557 loss_class_dn_4: 0.1252 loss_bbox_dn_4: 0.2604 loss_giou_dn_4: 0.5555 time: 1.1157 data_time: 0.1055 lr: 0.0001 max_mem: 40745M [05/19 19:51:37 d2.utils.events]: eta: 2 days, 18:30:15 iter: 9699 total_loss: 12.95 loss_class: 0.3333 loss_bbox: 0.156 loss_giou: 0.4754 loss_class_0: 0.3972 loss_bbox_0: 0.1649 loss_giou_0: 0.4938 loss_class_1: 0.3596 loss_bbox_1: 0.1638 loss_giou_1: 0.4841 loss_class_2: 0.3416 loss_bbox_2: 0.1608 loss_giou_2: 0.4818 loss_class_3: 0.34 loss_bbox_3: 0.157 loss_giou_3: 0.4759 loss_class_4: 0.3365 loss_bbox_4: 0.1568 loss_giou_4: 0.4752 loss_class_enc: 0.3835 loss_bbox_enc: 0.1853 loss_giou_enc: 0.5424 loss_class_dn: 0.119 loss_bbox_dn: 0.2574 loss_giou_dn: 0.5508 loss_class_dn_0: 0.1555 loss_bbox_dn_0: 0.3291 loss_giou_dn_0: 0.6838 loss_class_dn_1: 0.1329 loss_bbox_dn_1: 0.2745 loss_giou_dn_1: 0.5827 loss_class_dn_2: 0.1245 loss_bbox_dn_2: 0.2629 loss_giou_dn_2: 0.5629 loss_class_dn_3: 0.1233 loss_bbox_dn_3: 0.2586 loss_giou_dn_3: 0.5532 loss_class_dn_4: 0.1204 loss_bbox_dn_4: 0.2575 loss_giou_dn_4: 0.5506 time: 1.1157 data_time: 0.1105 lr: 0.0001 max_mem: 40745M [05/19 19:52:33 d2.utils.events]: eta: 2 days, 18:29:01 iter: 9749 total_loss: 13.13 loss_class: 0.3386 loss_bbox: 0.1519 loss_giou: 0.4876 loss_class_0: 0.3979 loss_bbox_0: 0.1614 loss_giou_0: 0.5041 loss_class_1: 0.3649 loss_bbox_1: 0.1593 loss_giou_1: 0.4972 loss_class_2: 0.3441 loss_bbox_2: 0.1568 loss_giou_2: 0.4933 loss_class_3: 0.3429 loss_bbox_3: 0.1542 loss_giou_3: 0.4899 loss_class_4: 0.3403 loss_bbox_4: 0.1525 loss_giou_4: 0.4865 loss_class_enc: 0.3956 loss_bbox_enc: 0.1875 loss_giou_enc: 0.5596 loss_class_dn: 0.1227 loss_bbox_dn: 0.2576 loss_giou_dn: 0.5547 loss_class_dn_0: 0.16 loss_bbox_dn_0: 0.3223 loss_giou_dn_0: 0.6856 loss_class_dn_1: 0.1365 loss_bbox_dn_1: 0.2732 loss_giou_dn_1: 0.5872 loss_class_dn_2: 0.1277 loss_bbox_dn_2: 0.2616 loss_giou_dn_2: 0.5676 loss_class_dn_3: 0.1259 loss_bbox_dn_3: 0.2582 loss_giou_dn_3: 0.5579 loss_class_dn_4: 0.1239 loss_bbox_dn_4: 0.2576 loss_giou_dn_4: 0.5546 time: 1.1158 data_time: 0.1047 lr: 0.0001 max_mem: 40745M [05/19 19:53:30 d2.utils.events]: eta: 2 days, 18:28:00 iter: 9799 total_loss: 12.92 loss_class: 0.3283 loss_bbox: 0.1579 loss_giou: 0.4756 loss_class_0: 0.3872 loss_bbox_0: 0.165 loss_giou_0: 0.4945 loss_class_1: 0.3515 loss_bbox_1: 0.162 loss_giou_1: 0.4918 loss_class_2: 0.3325 loss_bbox_2: 0.1609 loss_giou_2: 0.4857 loss_class_3: 0.3294 loss_bbox_3: 0.1586 loss_giou_3: 0.4791 loss_class_4: 0.3292 loss_bbox_4: 0.1579 loss_giou_4: 0.4764 loss_class_enc: 0.379 loss_bbox_enc: 0.1921 loss_giou_enc: 0.5488 loss_class_dn: 0.1195 loss_bbox_dn: 0.2618 loss_giou_dn: 0.5478 loss_class_dn_0: 0.1587 loss_bbox_dn_0: 0.3324 loss_giou_dn_0: 0.6817 loss_class_dn_1: 0.1354 loss_bbox_dn_1: 0.2822 loss_giou_dn_1: 0.5854 loss_class_dn_2: 0.1245 loss_bbox_dn_2: 0.2678 loss_giou_dn_2: 0.563 loss_class_dn_3: 0.123 loss_bbox_dn_3: 0.2629 loss_giou_dn_3: 0.5507 loss_class_dn_4: 0.121 loss_bbox_dn_4: 0.2617 loss_giou_dn_4: 0.5479 time: 1.1158 data_time: 0.1062 lr: 0.0001 max_mem: 40745M [05/19 19:54:27 d2.utils.events]: eta: 2 days, 18:28:25 iter: 9849 total_loss: 12.79 loss_class: 0.3281 loss_bbox: 0.1514 loss_giou: 0.4711 loss_class_0: 0.3907 loss_bbox_0: 0.1594 loss_giou_0: 0.491 loss_class_1: 0.3536 loss_bbox_1: 0.1571 loss_giou_1: 0.4826 loss_class_2: 0.3337 loss_bbox_2: 0.1552 loss_giou_2: 0.4791 loss_class_3: 0.3306 loss_bbox_3: 0.1514 loss_giou_3: 0.4727 loss_class_4: 0.3287 loss_bbox_4: 0.1513 loss_giou_4: 0.4713 loss_class_enc: 0.3785 loss_bbox_enc: 0.183 loss_giou_enc: 0.5442 loss_class_dn: 0.118 loss_bbox_dn: 0.2575 loss_giou_dn: 0.5388 loss_class_dn_0: 0.1551 loss_bbox_dn_0: 0.323 loss_giou_dn_0: 0.6693 loss_class_dn_1: 0.1328 loss_bbox_dn_1: 0.273 loss_giou_dn_1: 0.5743 loss_class_dn_2: 0.123 loss_bbox_dn_2: 0.2619 loss_giou_dn_2: 0.5524 loss_class_dn_3: 0.1213 loss_bbox_dn_3: 0.2586 loss_giou_dn_3: 0.5425 loss_class_dn_4: 0.1197 loss_bbox_dn_4: 0.2576 loss_giou_dn_4: 0.5389 time: 1.1159 data_time: 0.1013 lr: 0.0001 max_mem: 40745M [05/19 19:55:23 d2.utils.events]: eta: 2 days, 18:29:02 iter: 9899 total_loss: 12.8 loss_class: 0.3302 loss_bbox: 0.1533 loss_giou: 0.4691 loss_class_0: 0.3851 loss_bbox_0: 0.1594 loss_giou_0: 0.4863 loss_class_1: 0.3503 loss_bbox_1: 0.1576 loss_giou_1: 0.4797 loss_class_2: 0.3315 loss_bbox_2: 0.1588 loss_giou_2: 0.4782 loss_class_3: 0.3325 loss_bbox_3: 0.1543 loss_giou_3: 0.4714 loss_class_4: 0.3325 loss_bbox_4: 0.1524 loss_giou_4: 0.4691 loss_class_enc: 0.3791 loss_bbox_enc: 0.1834 loss_giou_enc: 0.5367 loss_class_dn: 0.1213 loss_bbox_dn: 0.2472 loss_giou_dn: 0.543 loss_class_dn_0: 0.1584 loss_bbox_dn_0: 0.3178 loss_giou_dn_0: 0.6715 loss_class_dn_1: 0.1351 loss_bbox_dn_1: 0.2689 loss_giou_dn_1: 0.5787 loss_class_dn_2: 0.1262 loss_bbox_dn_2: 0.2549 loss_giou_dn_2: 0.558 loss_class_dn_3: 0.1245 loss_bbox_dn_3: 0.2492 loss_giou_dn_3: 0.5455 loss_class_dn_4: 0.1232 loss_bbox_dn_4: 0.2472 loss_giou_dn_4: 0.5429 time: 1.1159 data_time: 0.1070 lr: 0.0001 max_mem: 42360M [05/19 19:56:18 d2.utils.events]: eta: 2 days, 18:26:34 iter: 9949 total_loss: 12.76 loss_class: 0.3283 loss_bbox: 0.1547 loss_giou: 0.4591 loss_class_0: 0.3853 loss_bbox_0: 0.1632 loss_giou_0: 0.487 loss_class_1: 0.3501 loss_bbox_1: 0.1594 loss_giou_1: 0.4757 loss_class_2: 0.3326 loss_bbox_2: 0.1566 loss_giou_2: 0.4666 loss_class_3: 0.3308 loss_bbox_3: 0.1527 loss_giou_3: 0.46 loss_class_4: 0.3298 loss_bbox_4: 0.1538 loss_giou_4: 0.46 loss_class_enc: 0.3816 loss_bbox_enc: 0.1902 loss_giou_enc: 0.538 loss_class_dn: 0.1169 loss_bbox_dn: 0.2563 loss_giou_dn: 0.5366 loss_class_dn_0: 0.1558 loss_bbox_dn_0: 0.3232 loss_giou_dn_0: 0.6756 loss_class_dn_1: 0.1318 loss_bbox_dn_1: 0.274 loss_giou_dn_1: 0.5741 loss_class_dn_2: 0.1218 loss_bbox_dn_2: 0.2612 loss_giou_dn_2: 0.5522 loss_class_dn_3: 0.1193 loss_bbox_dn_3: 0.2573 loss_giou_dn_3: 0.5398 loss_class_dn_4: 0.1181 loss_bbox_dn_4: 0.2563 loss_giou_dn_4: 0.5366 time: 1.1159 data_time: 0.1069 lr: 0.0001 max_mem: 42360M [05/19 19:57:14 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0009999.pth [05/19 19:57:26 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/19 19:57:39 d2.data.build]: Distribution of instances among all 80 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:------------:|:-------------|:-------------:|:-------------| | person | 10777 | bicycle | 314 | car | 1918 | | motorcycle | 367 | airplane | 143 | bus | 283 | | train | 190 | truck | 414 | boat | 424 | | traffic light | 634 | fire hydrant | 101 | stop sign | 75 | | parking meter | 60 | bench | 411 | bird | 427 | | cat | 202 | dog | 218 | horse | 272 | | sheep | 354 | cow | 372 | elephant | 252 | | bear | 71 | zebra | 266 | giraffe | 232 | | backpack | 371 | umbrella | 407 | handbag | 540 | | tie | 252 | suitcase | 299 | frisbee | 115 | | skis | 241 | snowboard | 69 | sports ball | 260 | | kite | 327 | baseball bat | 145 | baseball gl.. | 148 | | skateboard | 179 | surfboard | 267 | tennis racket | 225 | | bottle | 1013 | wine glass | 341 | cup | 895 | | fork | 215 | knife | 325 | spoon | 253 | | bowl | 623 | banana | 370 | apple | 236 | | sandwich | 177 | orange | 285 | broccoli | 312 | | carrot | 365 | hot dog | 125 | pizza | 284 | | donut | 328 | cake | 310 | chair | 1771 | | couch | 261 | potted plant | 342 | bed | 163 | | dining table | 695 | toilet | 179 | tv | 288 | | laptop | 231 | mouse | 106 | remote | 283 | | keyboard | 153 | cell phone | 262 | microwave | 55 | | oven | 143 | toaster | 9 | sink | 225 | | refrigerator | 126 | book | 1129 | clock | 267 | | vase | 274 | scissors | 36 | teddy bear | 190 | | hair drier | 11 | toothbrush | 57 | | | | total | 36335 | | | | | [05/19 19:57:39 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/19 19:57:44 d2.data.common]: Serialized dataset takes 894.47 MiB [05/19 19:57:45 d2.evaluation.evaluator]: Start inference on 313 batches [05/19 19:58:23 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0097 s/iter. Inference: 0.1191 s/iter. Eval: 0.0004 s/iter. Total: 0.1292 s/iter. ETA=0:00:39 [05/19 19:58:28 d2.evaluation.evaluator]: Inference done 52/313. Dataloading: 0.0133 s/iter. Inference: 0.1077 s/iter. Eval: 0.0013 s/iter. Total: 0.1229 s/iter. ETA=0:00:32 [05/19 19:58:33 d2.evaluation.evaluator]: Inference done 96/313. Dataloading: 0.0124 s/iter. Inference: 0.1058 s/iter. Eval: 0.0009 s/iter. Total: 0.1195 s/iter. ETA=0:00:25 [05/19 19:58:38 d2.evaluation.evaluator]: Inference done 136/313. Dataloading: 0.0122 s/iter. Inference: 0.1081 s/iter. Eval: 0.0007 s/iter. Total: 0.1215 s/iter. ETA=0:00:21 [05/19 19:58:43 d2.evaluation.evaluator]: Inference done 179/313. Dataloading: 0.0124 s/iter. Inference: 0.1072 s/iter. Eval: 0.0007 s/iter. Total: 0.1206 s/iter. ETA=0:00:16 [05/19 19:58:48 d2.evaluation.evaluator]: Inference done 224/313. Dataloading: 0.0128 s/iter. Inference: 0.1053 s/iter. Eval: 0.0006 s/iter. Total: 0.1190 s/iter. ETA=0:00:10 [05/19 19:58:53 d2.evaluation.evaluator]: Inference done 268/313. Dataloading: 0.0126 s/iter. Inference: 0.1047 s/iter. Eval: 0.0006 s/iter. Total: 0.1182 s/iter. ETA=0:00:05 [05/19 19:58:58 d2.evaluation.evaluator]: Inference done 310/313. Dataloading: 0.0124 s/iter. Inference: 0.1052 s/iter. Eval: 0.0006 s/iter. Total: 0.1185 s/iter. ETA=0:00:00 [05/19 19:59:01 d2.evaluation.evaluator]: Total inference time: 0:00:38.770950 (0.125880 s / iter per device, on 16 devices) [05/19 19:59:01 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:32 (0.105133 s / iter per device, on 16 devices) [05/19 19:59:14 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/19 19:59:14 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/19 19:59:21 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=6.40s) creating index... index created! [05/19 19:59:28 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/19 19:59:50 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.90 seconds. [05/19 19:59:51 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/19 19:59:54 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.15 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.303 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.437 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.302 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779 [05/19 19:59:54 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 30.338 | 43.676 | 32.613 | 19.845 | 33.183 | 37.935 | [05/19 19:59:54 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 50.766 | bicycle | 21.540 | car | 33.568 | | motorcycle | 27.640 | airplane | 55.037 | bus | 59.361 | | train | 55.746 | truck | 21.521 | boat | 18.514 | | traffic light | 24.987 | fire hydrant | 60.739 | stop sign | 51.842 | | parking meter | 16.287 | bench | 18.764 | bird | 33.178 | | cat | 53.164 | dog | 54.486 | horse | 44.940 | | sheep | 39.676 | cow | 50.939 | elephant | 58.531 | | bear | 68.030 | zebra | 59.403 | giraffe | 63.009 | | backpack | 13.212 | umbrella | 24.422 | handbag | 8.619 | | tie | 27.146 | suitcase | 22.933 | frisbee | 54.627 | | skis | 15.913 | snowboard | 13.870 | sports ball | 32.702 | | kite | 37.001 | baseball bat | 11.602 | baseball glove | 31.493 | | skateboard | 30.591 | surfboard | 25.749 | tennis racket | 32.694 | | bottle | 29.670 | wine glass | 29.355 | cup | 38.229 | | fork | 10.733 | knife | 6.926 | spoon | 6.172 | | bowl | 32.081 | banana | 11.665 | apple | 7.816 | | sandwich | 15.215 | orange | 20.359 | broccoli | 15.040 | | carrot | 6.633 | hot dog | 10.827 | pizza | 35.222 | | donut | 30.920 | cake | 21.389 | chair | 20.425 | | couch | 35.469 | potted plant | 20.695 | bed | 31.468 | | dining table | 17.403 | toilet | 48.208 | tv | 48.646 | | laptop | 47.508 | mouse | 58.780 | remote | 11.692 | | keyboard | 41.009 | cell phone | 24.079 | microwave | 45.367 | | oven | 10.413 | toaster | 18.383 | sink | 26.744 | | refrigerator | 43.535 | book | 4.588 | clock | 38.870 | | vase | 25.670 | scissors | 7.741 | teddy bear | 37.372 | | hair drier | 1.423 | toothbrush | 9.063 | | | [05/19 19:59:56 d2.evaluation.testing]: copypaste: Task: bbox [05/19 19:59:56 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/19 19:59:56 d2.evaluation.testing]: copypaste: 30.3381,43.6757,32.6132,19.8453,33.1829,37.9355 [05/19 19:59:56 d2.utils.events]: eta: 2 days, 18:21:56 iter: 9999 total_loss: 12.76 loss_class: 0.3277 loss_bbox: 0.1557 loss_giou: 0.461 loss_class_0: 0.3839 loss_bbox_0: 0.1592 loss_giou_0: 0.4741 loss_class_1: 0.352 loss_bbox_1: 0.1592 loss_giou_1: 0.4679 loss_class_2: 0.3323 loss_bbox_2: 0.1578 loss_giou_2: 0.4658 loss_class_3: 0.3292 loss_bbox_3: 0.1562 loss_giou_3: 0.4639 loss_class_4: 0.3279 loss_bbox_4: 0.1555 loss_giou_4: 0.4609 loss_class_enc: 0.3793 loss_bbox_enc: 0.1843 loss_giou_enc: 0.5258 loss_class_dn: 0.1201 loss_bbox_dn: 0.2597 loss_giou_dn: 0.5371 loss_class_dn_0: 0.1559 loss_bbox_dn_0: 0.3333 loss_giou_dn_0: 0.6718 loss_class_dn_1: 0.1345 loss_bbox_dn_1: 0.2783 loss_giou_dn_1: 0.5739 loss_class_dn_2: 0.125 loss_bbox_dn_2: 0.2652 loss_giou_dn_2: 0.5511 loss_class_dn_3: 0.1224 loss_bbox_dn_3: 0.2611 loss_giou_dn_3: 0.5407 loss_class_dn_4: 0.1204 loss_bbox_dn_4: 0.2598 loss_giou_dn_4: 0.5372 time: 1.1158 data_time: 0.1103 lr: 0.0001 max_mem: 42360M [05/19 20:00:53 d2.utils.events]: eta: 2 days, 18:14:24 iter: 10049 total_loss: 12.84 loss_class: 0.331 loss_bbox: 0.1511 loss_giou: 0.4798 loss_class_0: 0.387 loss_bbox_0: 0.1587 loss_giou_0: 0.4963 loss_class_1: 0.3532 loss_bbox_1: 0.1573 loss_giou_1: 0.4886 loss_class_2: 0.3335 loss_bbox_2: 0.1561 loss_giou_2: 0.4883 loss_class_3: 0.332 loss_bbox_3: 0.1525 loss_giou_3: 0.4815 loss_class_4: 0.3321 loss_bbox_4: 0.1507 loss_giou_4: 0.4785 loss_class_enc: 0.3833 loss_bbox_enc: 0.1797 loss_giou_enc: 0.5433 loss_class_dn: 0.119 loss_bbox_dn: 0.2402 loss_giou_dn: 0.5418 loss_class_dn_0: 0.1551 loss_bbox_dn_0: 0.3085 loss_giou_dn_0: 0.6835 loss_class_dn_1: 0.1321 loss_bbox_dn_1: 0.2603 loss_giou_dn_1: 0.5776 loss_class_dn_2: 0.1227 loss_bbox_dn_2: 0.247 loss_giou_dn_2: 0.5559 loss_class_dn_3: 0.1214 loss_bbox_dn_3: 0.2415 loss_giou_dn_3: 0.5456 loss_class_dn_4: 0.1201 loss_bbox_dn_4: 0.2403 loss_giou_dn_4: 0.5417 time: 1.1158 data_time: 0.0973 lr: 0.0001 max_mem: 42360M [05/19 20:01:50 d2.utils.events]: eta: 2 days, 18:11:21 iter: 10099 total_loss: 12.97 loss_class: 0.3363 loss_bbox: 0.1539 loss_giou: 0.4711 loss_class_0: 0.3949 loss_bbox_0: 0.1625 loss_giou_0: 0.4993 loss_class_1: 0.3571 loss_bbox_1: 0.1581 loss_giou_1: 0.487 loss_class_2: 0.3409 loss_bbox_2: 0.1568 loss_giou_2: 0.48 loss_class_3: 0.3409 loss_bbox_3: 0.1552 loss_giou_3: 0.4745 loss_class_4: 0.3394 loss_bbox_4: 0.1544 loss_giou_4: 0.4723 loss_class_enc: 0.3882 loss_bbox_enc: 0.1849 loss_giou_enc: 0.5491 loss_class_dn: 0.121 loss_bbox_dn: 0.2475 loss_giou_dn: 0.5489 loss_class_dn_0: 0.1594 loss_bbox_dn_0: 0.3194 loss_giou_dn_0: 0.6861 loss_class_dn_1: 0.1358 loss_bbox_dn_1: 0.2658 loss_giou_dn_1: 0.5838 loss_class_dn_2: 0.1263 loss_bbox_dn_2: 0.2541 loss_giou_dn_2: 0.5612 loss_class_dn_3: 0.1243 loss_bbox_dn_3: 0.2485 loss_giou_dn_3: 0.5512 loss_class_dn_4: 0.1225 loss_bbox_dn_4: 0.2475 loss_giou_dn_4: 0.5488 time: 1.1159 data_time: 0.1007 lr: 0.0001 max_mem: 42360M [05/19 20:02:45 d2.utils.events]: eta: 2 days, 18:08:46 iter: 10149 total_loss: 12.75 loss_class: 0.3349 loss_bbox: 0.1478 loss_giou: 0.477 loss_class_0: 0.395 loss_bbox_0: 0.1591 loss_giou_0: 0.4967 loss_class_1: 0.3655 loss_bbox_1: 0.1565 loss_giou_1: 0.4882 loss_class_2: 0.3431 loss_bbox_2: 0.1522 loss_giou_2: 0.4849 loss_class_3: 0.3389 loss_bbox_3: 0.1498 loss_giou_3: 0.4803 loss_class_4: 0.3376 loss_bbox_4: 0.1477 loss_giou_4: 0.4785 loss_class_enc: 0.3837 loss_bbox_enc: 0.1818 loss_giou_enc: 0.5446 loss_class_dn: 0.1135 loss_bbox_dn: 0.2442 loss_giou_dn: 0.5509 loss_class_dn_0: 0.1516 loss_bbox_dn_0: 0.3212 loss_giou_dn_0: 0.6798 loss_class_dn_1: 0.1282 loss_bbox_dn_1: 0.2626 loss_giou_dn_1: 0.5834 loss_class_dn_2: 0.1199 loss_bbox_dn_2: 0.2502 loss_giou_dn_2: 0.5632 loss_class_dn_3: 0.1174 loss_bbox_dn_3: 0.2453 loss_giou_dn_3: 0.5541 loss_class_dn_4: 0.1152 loss_bbox_dn_4: 0.2441 loss_giou_dn_4: 0.5509 time: 1.1158 data_time: 0.0970 lr: 0.0001 max_mem: 42360M [05/19 20:03:41 d2.utils.events]: eta: 2 days, 18:05:38 iter: 10199 total_loss: 12.86 loss_class: 0.3277 loss_bbox: 0.1581 loss_giou: 0.4571 loss_class_0: 0.3894 loss_bbox_0: 0.1621 loss_giou_0: 0.4729 loss_class_1: 0.3534 loss_bbox_1: 0.1608 loss_giou_1: 0.472 loss_class_2: 0.3355 loss_bbox_2: 0.1606 loss_giou_2: 0.4658 loss_class_3: 0.333 loss_bbox_3: 0.1583 loss_giou_3: 0.4591 loss_class_4: 0.331 loss_bbox_4: 0.1581 loss_giou_4: 0.4554 loss_class_enc: 0.3808 loss_bbox_enc: 0.1876 loss_giou_enc: 0.5252 loss_class_dn: 0.1159 loss_bbox_dn: 0.2508 loss_giou_dn: 0.5395 loss_class_dn_0: 0.1538 loss_bbox_dn_0: 0.3167 loss_giou_dn_0: 0.668 loss_class_dn_1: 0.1298 loss_bbox_dn_1: 0.269 loss_giou_dn_1: 0.574 loss_class_dn_2: 0.1213 loss_bbox_dn_2: 0.2561 loss_giou_dn_2: 0.5539 loss_class_dn_3: 0.118 loss_bbox_dn_3: 0.2518 loss_giou_dn_3: 0.5421 loss_class_dn_4: 0.1167 loss_bbox_dn_4: 0.2508 loss_giou_dn_4: 0.5395 time: 1.1158 data_time: 0.0967 lr: 0.0001 max_mem: 42360M [05/19 20:04:37 d2.utils.events]: eta: 2 days, 18:03:13 iter: 10249 total_loss: 13.12 loss_class: 0.3388 loss_bbox: 0.1546 loss_giou: 0.4824 loss_class_0: 0.3964 loss_bbox_0: 0.1607 loss_giou_0: 0.5033 loss_class_1: 0.3605 loss_bbox_1: 0.1578 loss_giou_1: 0.4925 loss_class_2: 0.345 loss_bbox_2: 0.1577 loss_giou_2: 0.4884 loss_class_3: 0.3432 loss_bbox_3: 0.1547 loss_giou_3: 0.4839 loss_class_4: 0.3401 loss_bbox_4: 0.1539 loss_giou_4: 0.484 loss_class_enc: 0.3913 loss_bbox_enc: 0.1831 loss_giou_enc: 0.5543 loss_class_dn: 0.1238 loss_bbox_dn: 0.2445 loss_giou_dn: 0.556 loss_class_dn_0: 0.1588 loss_bbox_dn_0: 0.3125 loss_giou_dn_0: 0.6874 loss_class_dn_1: 0.1359 loss_bbox_dn_1: 0.265 loss_giou_dn_1: 0.5905 loss_class_dn_2: 0.1288 loss_bbox_dn_2: 0.2506 loss_giou_dn_2: 0.5701 loss_class_dn_3: 0.1267 loss_bbox_dn_3: 0.246 loss_giou_dn_3: 0.5588 loss_class_dn_4: 0.1245 loss_bbox_dn_4: 0.2445 loss_giou_dn_4: 0.556 time: 1.1158 data_time: 0.0962 lr: 0.0001 max_mem: 42360M [05/19 20:05:33 d2.utils.events]: eta: 2 days, 18:00:39 iter: 10299 total_loss: 12.79 loss_class: 0.3266 loss_bbox: 0.1528 loss_giou: 0.4701 loss_class_0: 0.389 loss_bbox_0: 0.1611 loss_giou_0: 0.4867 loss_class_1: 0.3501 loss_bbox_1: 0.1576 loss_giou_1: 0.4813 loss_class_2: 0.3314 loss_bbox_2: 0.1567 loss_giou_2: 0.4783 loss_class_3: 0.3322 loss_bbox_3: 0.1531 loss_giou_3: 0.4712 loss_class_4: 0.3293 loss_bbox_4: 0.1521 loss_giou_4: 0.47 loss_class_enc: 0.3821 loss_bbox_enc: 0.1859 loss_giou_enc: 0.5365 loss_class_dn: 0.1167 loss_bbox_dn: 0.2518 loss_giou_dn: 0.5444 loss_class_dn_0: 0.1561 loss_bbox_dn_0: 0.3223 loss_giou_dn_0: 0.6746 loss_class_dn_1: 0.132 loss_bbox_dn_1: 0.2711 loss_giou_dn_1: 0.5802 loss_class_dn_2: 0.1228 loss_bbox_dn_2: 0.2578 loss_giou_dn_2: 0.5571 loss_class_dn_3: 0.1204 loss_bbox_dn_3: 0.2531 loss_giou_dn_3: 0.5467 loss_class_dn_4: 0.118 loss_bbox_dn_4: 0.2519 loss_giou_dn_4: 0.5445 time: 1.1158 data_time: 0.0941 lr: 0.0001 max_mem: 42360M [05/19 20:06:29 d2.utils.events]: eta: 2 days, 17:57:39 iter: 10349 total_loss: 13.02 loss_class: 0.3349 loss_bbox: 0.1559 loss_giou: 0.4829 loss_class_0: 0.395 loss_bbox_0: 0.1599 loss_giou_0: 0.4964 loss_class_1: 0.3606 loss_bbox_1: 0.1605 loss_giou_1: 0.4929 loss_class_2: 0.3408 loss_bbox_2: 0.1583 loss_giou_2: 0.4882 loss_class_3: 0.3377 loss_bbox_3: 0.1565 loss_giou_3: 0.4837 loss_class_4: 0.336 loss_bbox_4: 0.1553 loss_giou_4: 0.4818 loss_class_enc: 0.3859 loss_bbox_enc: 0.1828 loss_giou_enc: 0.546 loss_class_dn: 0.1234 loss_bbox_dn: 0.2496 loss_giou_dn: 0.549 loss_class_dn_0: 0.1615 loss_bbox_dn_0: 0.3146 loss_giou_dn_0: 0.6803 loss_class_dn_1: 0.1381 loss_bbox_dn_1: 0.2684 loss_giou_dn_1: 0.5842 loss_class_dn_2: 0.1289 loss_bbox_dn_2: 0.2551 loss_giou_dn_2: 0.5626 loss_class_dn_3: 0.1267 loss_bbox_dn_3: 0.251 loss_giou_dn_3: 0.552 loss_class_dn_4: 0.1248 loss_bbox_dn_4: 0.2497 loss_giou_dn_4: 0.5489 time: 1.1158 data_time: 0.0945 lr: 0.0001 max_mem: 42360M [05/19 20:07:25 d2.utils.events]: eta: 2 days, 17:58:04 iter: 10399 total_loss: 12.78 loss_class: 0.3323 loss_bbox: 0.1431 loss_giou: 0.4752 loss_class_0: 0.3876 loss_bbox_0: 0.1551 loss_giou_0: 0.4988 loss_class_1: 0.3556 loss_bbox_1: 0.1507 loss_giou_1: 0.4895 loss_class_2: 0.3367 loss_bbox_2: 0.1476 loss_giou_2: 0.4837 loss_class_3: 0.3344 loss_bbox_3: 0.1451 loss_giou_3: 0.4787 loss_class_4: 0.3336 loss_bbox_4: 0.1435 loss_giou_4: 0.4752 loss_class_enc: 0.3782 loss_bbox_enc: 0.1791 loss_giou_enc: 0.5494 loss_class_dn: 0.1229 loss_bbox_dn: 0.2399 loss_giou_dn: 0.5366 loss_class_dn_0: 0.1569 loss_bbox_dn_0: 0.316 loss_giou_dn_0: 0.681 loss_class_dn_1: 0.1354 loss_bbox_dn_1: 0.259 loss_giou_dn_1: 0.5707 loss_class_dn_2: 0.1261 loss_bbox_dn_2: 0.245 loss_giou_dn_2: 0.5484 loss_class_dn_3: 0.1251 loss_bbox_dn_3: 0.241 loss_giou_dn_3: 0.54 loss_class_dn_4: 0.1241 loss_bbox_dn_4: 0.24 loss_giou_dn_4: 0.5366 time: 1.1157 data_time: 0.0989 lr: 0.0001 max_mem: 42360M [05/19 20:08:21 d2.utils.events]: eta: 2 days, 17:55:30 iter: 10449 total_loss: 12.85 loss_class: 0.3329 loss_bbox: 0.1559 loss_giou: 0.4726 loss_class_0: 0.3939 loss_bbox_0: 0.1633 loss_giou_0: 0.4864 loss_class_1: 0.3587 loss_bbox_1: 0.1611 loss_giou_1: 0.4803 loss_class_2: 0.3401 loss_bbox_2: 0.157 loss_giou_2: 0.4773 loss_class_3: 0.3379 loss_bbox_3: 0.1567 loss_giou_3: 0.474 loss_class_4: 0.3343 loss_bbox_4: 0.1552 loss_giou_4: 0.4726 loss_class_enc: 0.3865 loss_bbox_enc: 0.1864 loss_giou_enc: 0.5437 loss_class_dn: 0.1166 loss_bbox_dn: 0.2433 loss_giou_dn: 0.5384 loss_class_dn_0: 0.1543 loss_bbox_dn_0: 0.3151 loss_giou_dn_0: 0.6728 loss_class_dn_1: 0.1309 loss_bbox_dn_1: 0.263 loss_giou_dn_1: 0.5709 loss_class_dn_2: 0.1217 loss_bbox_dn_2: 0.249 loss_giou_dn_2: 0.5525 loss_class_dn_3: 0.1198 loss_bbox_dn_3: 0.2444 loss_giou_dn_3: 0.5415 loss_class_dn_4: 0.1183 loss_bbox_dn_4: 0.2433 loss_giou_dn_4: 0.5383 time: 1.1157 data_time: 0.0925 lr: 0.0001 max_mem: 42360M [05/19 20:09:17 d2.utils.events]: eta: 2 days, 17:53:59 iter: 10499 total_loss: 12.93 loss_class: 0.3326 loss_bbox: 0.1505 loss_giou: 0.4761 loss_class_0: 0.391 loss_bbox_0: 0.1546 loss_giou_0: 0.4926 loss_class_1: 0.3534 loss_bbox_1: 0.1535 loss_giou_1: 0.4883 loss_class_2: 0.3378 loss_bbox_2: 0.1518 loss_giou_2: 0.4775 loss_class_3: 0.3363 loss_bbox_3: 0.1507 loss_giou_3: 0.4745 loss_class_4: 0.3315 loss_bbox_4: 0.1501 loss_giou_4: 0.4734 loss_class_enc: 0.3831 loss_bbox_enc: 0.1814 loss_giou_enc: 0.5434 loss_class_dn: 0.1175 loss_bbox_dn: 0.2462 loss_giou_dn: 0.5433 loss_class_dn_0: 0.1555 loss_bbox_dn_0: 0.314 loss_giou_dn_0: 0.6724 loss_class_dn_1: 0.1301 loss_bbox_dn_1: 0.2653 loss_giou_dn_1: 0.5773 loss_class_dn_2: 0.1226 loss_bbox_dn_2: 0.2515 loss_giou_dn_2: 0.5552 loss_class_dn_3: 0.1208 loss_bbox_dn_3: 0.2468 loss_giou_dn_3: 0.546 loss_class_dn_4: 0.1192 loss_bbox_dn_4: 0.2463 loss_giou_dn_4: 0.5433 time: 1.1157 data_time: 0.0988 lr: 0.0001 max_mem: 42360M [05/19 20:10:13 d2.utils.events]: eta: 2 days, 17:50:42 iter: 10549 total_loss: 12.87 loss_class: 0.3349 loss_bbox: 0.1544 loss_giou: 0.4729 loss_class_0: 0.39 loss_bbox_0: 0.1619 loss_giou_0: 0.4981 loss_class_1: 0.3582 loss_bbox_1: 0.1603 loss_giou_1: 0.4867 loss_class_2: 0.3411 loss_bbox_2: 0.1574 loss_giou_2: 0.4793 loss_class_3: 0.3395 loss_bbox_3: 0.1544 loss_giou_3: 0.4752 loss_class_4: 0.3352 loss_bbox_4: 0.1546 loss_giou_4: 0.4739 loss_class_enc: 0.3818 loss_bbox_enc: 0.1862 loss_giou_enc: 0.542 loss_class_dn: 0.1166 loss_bbox_dn: 0.2463 loss_giou_dn: 0.5463 loss_class_dn_0: 0.1535 loss_bbox_dn_0: 0.3173 loss_giou_dn_0: 0.6775 loss_class_dn_1: 0.1296 loss_bbox_dn_1: 0.2667 loss_giou_dn_1: 0.5805 loss_class_dn_2: 0.1209 loss_bbox_dn_2: 0.2527 loss_giou_dn_2: 0.5598 loss_class_dn_3: 0.1197 loss_bbox_dn_3: 0.2471 loss_giou_dn_3: 0.5488 loss_class_dn_4: 0.1178 loss_bbox_dn_4: 0.2463 loss_giou_dn_4: 0.5462 time: 1.1157 data_time: 0.0975 lr: 0.0001 max_mem: 42360M [05/19 20:11:08 d2.utils.events]: eta: 2 days, 17:47:13 iter: 10599 total_loss: 12.84 loss_class: 0.3309 loss_bbox: 0.151 loss_giou: 0.4612 loss_class_0: 0.3887 loss_bbox_0: 0.155 loss_giou_0: 0.4846 loss_class_1: 0.3574 loss_bbox_1: 0.1544 loss_giou_1: 0.4756 loss_class_2: 0.3389 loss_bbox_2: 0.1532 loss_giou_2: 0.4702 loss_class_3: 0.3361 loss_bbox_3: 0.151 loss_giou_3: 0.4623 loss_class_4: 0.3315 loss_bbox_4: 0.1505 loss_giou_4: 0.461 loss_class_enc: 0.3818 loss_bbox_enc: 0.1791 loss_giou_enc: 0.5399 loss_class_dn: 0.1166 loss_bbox_dn: 0.2487 loss_giou_dn: 0.5316 loss_class_dn_0: 0.1541 loss_bbox_dn_0: 0.3251 loss_giou_dn_0: 0.6754 loss_class_dn_1: 0.1308 loss_bbox_dn_1: 0.2673 loss_giou_dn_1: 0.5663 loss_class_dn_2: 0.1229 loss_bbox_dn_2: 0.2551 loss_giou_dn_2: 0.5439 loss_class_dn_3: 0.1193 loss_bbox_dn_3: 0.2503 loss_giou_dn_3: 0.5344 loss_class_dn_4: 0.1176 loss_bbox_dn_4: 0.2488 loss_giou_dn_4: 0.5316 time: 1.1156 data_time: 0.0984 lr: 0.0001 max_mem: 42360M [05/19 20:12:05 d2.utils.events]: eta: 2 days, 17:43:12 iter: 10649 total_loss: 12.78 loss_class: 0.3364 loss_bbox: 0.1499 loss_giou: 0.474 loss_class_0: 0.387 loss_bbox_0: 0.16 loss_giou_0: 0.495 loss_class_1: 0.3551 loss_bbox_1: 0.1581 loss_giou_1: 0.489 loss_class_2: 0.3423 loss_bbox_2: 0.1535 loss_giou_2: 0.4819 loss_class_3: 0.3377 loss_bbox_3: 0.1506 loss_giou_3: 0.4773 loss_class_4: 0.3361 loss_bbox_4: 0.1502 loss_giou_4: 0.4747 loss_class_enc: 0.3841 loss_bbox_enc: 0.1832 loss_giou_enc: 0.5466 loss_class_dn: 0.1148 loss_bbox_dn: 0.2432 loss_giou_dn: 0.5457 loss_class_dn_0: 0.1531 loss_bbox_dn_0: 0.3127 loss_giou_dn_0: 0.6792 loss_class_dn_1: 0.1292 loss_bbox_dn_1: 0.2646 loss_giou_dn_1: 0.5794 loss_class_dn_2: 0.1208 loss_bbox_dn_2: 0.2498 loss_giou_dn_2: 0.558 loss_class_dn_3: 0.1177 loss_bbox_dn_3: 0.245 loss_giou_dn_3: 0.5486 loss_class_dn_4: 0.1155 loss_bbox_dn_4: 0.2433 loss_giou_dn_4: 0.5456 time: 1.1156 data_time: 0.0963 lr: 0.0001 max_mem: 42360M [05/19 20:13:00 d2.utils.events]: eta: 2 days, 17:39:42 iter: 10699 total_loss: 12.57 loss_class: 0.3272 loss_bbox: 0.1523 loss_giou: 0.4685 loss_class_0: 0.3813 loss_bbox_0: 0.1568 loss_giou_0: 0.4871 loss_class_1: 0.3489 loss_bbox_1: 0.1582 loss_giou_1: 0.4804 loss_class_2: 0.3315 loss_bbox_2: 0.1564 loss_giou_2: 0.4753 loss_class_3: 0.3277 loss_bbox_3: 0.1547 loss_giou_3: 0.4717 loss_class_4: 0.3265 loss_bbox_4: 0.1529 loss_giou_4: 0.4687 loss_class_enc: 0.3759 loss_bbox_enc: 0.1782 loss_giou_enc: 0.5356 loss_class_dn: 0.1153 loss_bbox_dn: 0.2417 loss_giou_dn: 0.5331 loss_class_dn_0: 0.1557 loss_bbox_dn_0: 0.31 loss_giou_dn_0: 0.6644 loss_class_dn_1: 0.1315 loss_bbox_dn_1: 0.2613 loss_giou_dn_1: 0.5691 loss_class_dn_2: 0.1217 loss_bbox_dn_2: 0.2475 loss_giou_dn_2: 0.5472 loss_class_dn_3: 0.1192 loss_bbox_dn_3: 0.2431 loss_giou_dn_3: 0.5359 loss_class_dn_4: 0.1168 loss_bbox_dn_4: 0.2418 loss_giou_dn_4: 0.5329 time: 1.1156 data_time: 0.0997 lr: 0.0001 max_mem: 42360M [05/19 20:13:55 d2.utils.events]: eta: 2 days, 17:33:38 iter: 10749 total_loss: 12.52 loss_class: 0.3243 loss_bbox: 0.1487 loss_giou: 0.4632 loss_class_0: 0.3862 loss_bbox_0: 0.155 loss_giou_0: 0.4792 loss_class_1: 0.347 loss_bbox_1: 0.1561 loss_giou_1: 0.4736 loss_class_2: 0.3307 loss_bbox_2: 0.1517 loss_giou_2: 0.4686 loss_class_3: 0.3278 loss_bbox_3: 0.1488 loss_giou_3: 0.4638 loss_class_4: 0.3254 loss_bbox_4: 0.1487 loss_giou_4: 0.4635 loss_class_enc: 0.3755 loss_bbox_enc: 0.1828 loss_giou_enc: 0.5348 loss_class_dn: 0.1163 loss_bbox_dn: 0.2503 loss_giou_dn: 0.5316 loss_class_dn_0: 0.1548 loss_bbox_dn_0: 0.3221 loss_giou_dn_0: 0.6667 loss_class_dn_1: 0.1309 loss_bbox_dn_1: 0.2713 loss_giou_dn_1: 0.5641 loss_class_dn_2: 0.1215 loss_bbox_dn_2: 0.2554 loss_giou_dn_2: 0.5431 loss_class_dn_3: 0.1194 loss_bbox_dn_3: 0.2503 loss_giou_dn_3: 0.5348 loss_class_dn_4: 0.1175 loss_bbox_dn_4: 0.2502 loss_giou_dn_4: 0.5317 time: 1.1155 data_time: 0.1013 lr: 0.0001 max_mem: 42360M [05/19 20:14:51 d2.utils.events]: eta: 2 days, 17:30:16 iter: 10799 total_loss: 12.64 loss_class: 0.3278 loss_bbox: 0.1495 loss_giou: 0.4658 loss_class_0: 0.3866 loss_bbox_0: 0.1547 loss_giou_0: 0.4794 loss_class_1: 0.3493 loss_bbox_1: 0.155 loss_giou_1: 0.4776 loss_class_2: 0.3336 loss_bbox_2: 0.1532 loss_giou_2: 0.4716 loss_class_3: 0.3315 loss_bbox_3: 0.1516 loss_giou_3: 0.4687 loss_class_4: 0.3295 loss_bbox_4: 0.1497 loss_giou_4: 0.4649 loss_class_enc: 0.38 loss_bbox_enc: 0.1785 loss_giou_enc: 0.527 loss_class_dn: 0.121 loss_bbox_dn: 0.2346 loss_giou_dn: 0.5291 loss_class_dn_0: 0.1567 loss_bbox_dn_0: 0.3054 loss_giou_dn_0: 0.666 loss_class_dn_1: 0.1359 loss_bbox_dn_1: 0.2552 loss_giou_dn_1: 0.569 loss_class_dn_2: 0.1268 loss_bbox_dn_2: 0.2413 loss_giou_dn_2: 0.5433 loss_class_dn_3: 0.1237 loss_bbox_dn_3: 0.2361 loss_giou_dn_3: 0.5329 loss_class_dn_4: 0.1226 loss_bbox_dn_4: 0.2346 loss_giou_dn_4: 0.5291 time: 1.1155 data_time: 0.0981 lr: 0.0001 max_mem: 42360M [05/19 20:15:47 d2.utils.events]: eta: 2 days, 17:23:32 iter: 10849 total_loss: 12.82 loss_class: 0.3369 loss_bbox: 0.1497 loss_giou: 0.4748 loss_class_0: 0.3915 loss_bbox_0: 0.1572 loss_giou_0: 0.4955 loss_class_1: 0.3522 loss_bbox_1: 0.1587 loss_giou_1: 0.4904 loss_class_2: 0.3387 loss_bbox_2: 0.1559 loss_giou_2: 0.4854 loss_class_3: 0.3363 loss_bbox_3: 0.1531 loss_giou_3: 0.478 loss_class_4: 0.3377 loss_bbox_4: 0.151 loss_giou_4: 0.4744 loss_class_enc: 0.3823 loss_bbox_enc: 0.1838 loss_giou_enc: 0.5477 loss_class_dn: 0.1198 loss_bbox_dn: 0.2407 loss_giou_dn: 0.547 loss_class_dn_0: 0.1563 loss_bbox_dn_0: 0.3119 loss_giou_dn_0: 0.6752 loss_class_dn_1: 0.134 loss_bbox_dn_1: 0.258 loss_giou_dn_1: 0.5758 loss_class_dn_2: 0.1261 loss_bbox_dn_2: 0.2463 loss_giou_dn_2: 0.5577 loss_class_dn_3: 0.1231 loss_bbox_dn_3: 0.2416 loss_giou_dn_3: 0.5487 loss_class_dn_4: 0.1206 loss_bbox_dn_4: 0.2408 loss_giou_dn_4: 0.5469 time: 1.1154 data_time: 0.0984 lr: 0.0001 max_mem: 42360M [05/19 20:16:43 d2.utils.events]: eta: 2 days, 17:20:38 iter: 10899 total_loss: 12.49 loss_class: 0.33 loss_bbox: 0.1481 loss_giou: 0.4596 loss_class_0: 0.3856 loss_bbox_0: 0.1544 loss_giou_0: 0.4745 loss_class_1: 0.3474 loss_bbox_1: 0.156 loss_giou_1: 0.4725 loss_class_2: 0.3322 loss_bbox_2: 0.1526 loss_giou_2: 0.4677 loss_class_3: 0.3297 loss_bbox_3: 0.1502 loss_giou_3: 0.4623 loss_class_4: 0.3287 loss_bbox_4: 0.1487 loss_giou_4: 0.4619 loss_class_enc: 0.3787 loss_bbox_enc: 0.1793 loss_giou_enc: 0.5254 loss_class_dn: 0.1149 loss_bbox_dn: 0.247 loss_giou_dn: 0.521 loss_class_dn_0: 0.1513 loss_bbox_dn_0: 0.321 loss_giou_dn_0: 0.6571 loss_class_dn_1: 0.1276 loss_bbox_dn_1: 0.2684 loss_giou_dn_1: 0.5545 loss_class_dn_2: 0.1185 loss_bbox_dn_2: 0.2541 loss_giou_dn_2: 0.5338 loss_class_dn_3: 0.1175 loss_bbox_dn_3: 0.249 loss_giou_dn_3: 0.5241 loss_class_dn_4: 0.1163 loss_bbox_dn_4: 0.247 loss_giou_dn_4: 0.5211 time: 1.1154 data_time: 0.0980 lr: 0.0001 max_mem: 42360M [05/19 20:17:40 d2.utils.events]: eta: 2 days, 17:21:24 iter: 10949 total_loss: 12.71 loss_class: 0.3293 loss_bbox: 0.1479 loss_giou: 0.4528 loss_class_0: 0.3881 loss_bbox_0: 0.161 loss_giou_0: 0.4733 loss_class_1: 0.3496 loss_bbox_1: 0.1577 loss_giou_1: 0.4672 loss_class_2: 0.3344 loss_bbox_2: 0.1532 loss_giou_2: 0.4606 loss_class_3: 0.3325 loss_bbox_3: 0.1513 loss_giou_3: 0.4553 loss_class_4: 0.3303 loss_bbox_4: 0.1482 loss_giou_4: 0.4534 loss_class_enc: 0.3793 loss_bbox_enc: 0.1872 loss_giou_enc: 0.5269 loss_class_dn: 0.1157 loss_bbox_dn: 0.2532 loss_giou_dn: 0.5319 loss_class_dn_0: 0.1513 loss_bbox_dn_0: 0.3263 loss_giou_dn_0: 0.6637 loss_class_dn_1: 0.1281 loss_bbox_dn_1: 0.2733 loss_giou_dn_1: 0.5665 loss_class_dn_2: 0.1198 loss_bbox_dn_2: 0.259 loss_giou_dn_2: 0.5441 loss_class_dn_3: 0.1182 loss_bbox_dn_3: 0.2545 loss_giou_dn_3: 0.5341 loss_class_dn_4: 0.1163 loss_bbox_dn_4: 0.2531 loss_giou_dn_4: 0.5319 time: 1.1155 data_time: 0.1022 lr: 0.0001 max_mem: 42360M [05/19 20:18:36 d2.utils.events]: eta: 2 days, 17:21:42 iter: 10999 total_loss: 12.49 loss_class: 0.3295 loss_bbox: 0.1509 loss_giou: 0.4691 loss_class_0: 0.3873 loss_bbox_0: 0.1567 loss_giou_0: 0.4858 loss_class_1: 0.3541 loss_bbox_1: 0.1545 loss_giou_1: 0.4808 loss_class_2: 0.3363 loss_bbox_2: 0.1534 loss_giou_2: 0.476 loss_class_3: 0.333 loss_bbox_3: 0.1501 loss_giou_3: 0.4706 loss_class_4: 0.3314 loss_bbox_4: 0.1502 loss_giou_4: 0.4694 loss_class_enc: 0.3808 loss_bbox_enc: 0.1793 loss_giou_enc: 0.5307 loss_class_dn: 0.117 loss_bbox_dn: 0.2408 loss_giou_dn: 0.5308 loss_class_dn_0: 0.1514 loss_bbox_dn_0: 0.3068 loss_giou_dn_0: 0.6576 loss_class_dn_1: 0.1282 loss_bbox_dn_1: 0.257 loss_giou_dn_1: 0.5634 loss_class_dn_2: 0.122 loss_bbox_dn_2: 0.2466 loss_giou_dn_2: 0.544 loss_class_dn_3: 0.1193 loss_bbox_dn_3: 0.2424 loss_giou_dn_3: 0.5338 loss_class_dn_4: 0.1179 loss_bbox_dn_4: 0.2408 loss_giou_dn_4: 0.5307 time: 1.1155 data_time: 0.0992 lr: 0.0001 max_mem: 42360M [05/19 20:19:32 d2.utils.events]: eta: 2 days, 17:21:39 iter: 11049 total_loss: 12.95 loss_class: 0.3302 loss_bbox: 0.1481 loss_giou: 0.4679 loss_class_0: 0.3917 loss_bbox_0: 0.1564 loss_giou_0: 0.4814 loss_class_1: 0.3544 loss_bbox_1: 0.1568 loss_giou_1: 0.4753 loss_class_2: 0.3361 loss_bbox_2: 0.1516 loss_giou_2: 0.4725 loss_class_3: 0.333 loss_bbox_3: 0.1493 loss_giou_3: 0.4696 loss_class_4: 0.3302 loss_bbox_4: 0.148 loss_giou_4: 0.469 loss_class_enc: 0.3799 loss_bbox_enc: 0.185 loss_giou_enc: 0.5372 loss_class_dn: 0.1185 loss_bbox_dn: 0.2483 loss_giou_dn: 0.5436 loss_class_dn_0: 0.1564 loss_bbox_dn_0: 0.3143 loss_giou_dn_0: 0.6752 loss_class_dn_1: 0.1322 loss_bbox_dn_1: 0.2633 loss_giou_dn_1: 0.5792 loss_class_dn_2: 0.1231 loss_bbox_dn_2: 0.2523 loss_giou_dn_2: 0.5566 loss_class_dn_3: 0.1215 loss_bbox_dn_3: 0.2489 loss_giou_dn_3: 0.5462 loss_class_dn_4: 0.1204 loss_bbox_dn_4: 0.2483 loss_giou_dn_4: 0.5435 time: 1.1155 data_time: 0.0988 lr: 0.0001 max_mem: 42360M [05/19 20:20:28 d2.utils.events]: eta: 2 days, 17:19:52 iter: 11099 total_loss: 12.71 loss_class: 0.3287 loss_bbox: 0.1553 loss_giou: 0.4746 loss_class_0: 0.3866 loss_bbox_0: 0.16 loss_giou_0: 0.492 loss_class_1: 0.3537 loss_bbox_1: 0.1593 loss_giou_1: 0.4836 loss_class_2: 0.3352 loss_bbox_2: 0.1583 loss_giou_2: 0.4839 loss_class_3: 0.3326 loss_bbox_3: 0.1562 loss_giou_3: 0.4763 loss_class_4: 0.3298 loss_bbox_4: 0.1549 loss_giou_4: 0.4748 loss_class_enc: 0.3788 loss_bbox_enc: 0.1867 loss_giou_enc: 0.5454 loss_class_dn: 0.1152 loss_bbox_dn: 0.252 loss_giou_dn: 0.5364 loss_class_dn_0: 0.1513 loss_bbox_dn_0: 0.3272 loss_giou_dn_0: 0.6784 loss_class_dn_1: 0.1297 loss_bbox_dn_1: 0.2732 loss_giou_dn_1: 0.5705 loss_class_dn_2: 0.1204 loss_bbox_dn_2: 0.2589 loss_giou_dn_2: 0.5496 loss_class_dn_3: 0.1179 loss_bbox_dn_3: 0.2542 loss_giou_dn_3: 0.5386 loss_class_dn_4: 0.1165 loss_bbox_dn_4: 0.2521 loss_giou_dn_4: 0.5363 time: 1.1154 data_time: 0.0970 lr: 0.0001 max_mem: 42360M [05/19 20:21:25 d2.utils.events]: eta: 2 days, 17:21:18 iter: 11149 total_loss: 12.79 loss_class: 0.3275 loss_bbox: 0.1495 loss_giou: 0.472 loss_class_0: 0.3887 loss_bbox_0: 0.1568 loss_giou_0: 0.4875 loss_class_1: 0.3512 loss_bbox_1: 0.1538 loss_giou_1: 0.4824 loss_class_2: 0.3336 loss_bbox_2: 0.1534 loss_giou_2: 0.4782 loss_class_3: 0.3317 loss_bbox_3: 0.1504 loss_giou_3: 0.4721 loss_class_4: 0.3278 loss_bbox_4: 0.1495 loss_giou_4: 0.4722 loss_class_enc: 0.3807 loss_bbox_enc: 0.183 loss_giou_enc: 0.5359 loss_class_dn: 0.1145 loss_bbox_dn: 0.241 loss_giou_dn: 0.5377 loss_class_dn_0: 0.1523 loss_bbox_dn_0: 0.308 loss_giou_dn_0: 0.6709 loss_class_dn_1: 0.1285 loss_bbox_dn_1: 0.2588 loss_giou_dn_1: 0.5756 loss_class_dn_2: 0.1192 loss_bbox_dn_2: 0.2472 loss_giou_dn_2: 0.5523 loss_class_dn_3: 0.1169 loss_bbox_dn_3: 0.2427 loss_giou_dn_3: 0.541 loss_class_dn_4: 0.1151 loss_bbox_dn_4: 0.241 loss_giou_dn_4: 0.5375 time: 1.1155 data_time: 0.0914 lr: 0.0001 max_mem: 42360M [05/19 20:22:21 d2.utils.events]: eta: 2 days, 17:20:59 iter: 11199 total_loss: 12.64 loss_class: 0.3289 loss_bbox: 0.1482 loss_giou: 0.474 loss_class_0: 0.3842 loss_bbox_0: 0.1576 loss_giou_0: 0.4908 loss_class_1: 0.3493 loss_bbox_1: 0.1544 loss_giou_1: 0.4855 loss_class_2: 0.3301 loss_bbox_2: 0.1514 loss_giou_2: 0.4816 loss_class_3: 0.3277 loss_bbox_3: 0.1495 loss_giou_3: 0.4758 loss_class_4: 0.328 loss_bbox_4: 0.1483 loss_giou_4: 0.4739 loss_class_enc: 0.3755 loss_bbox_enc: 0.1778 loss_giou_enc: 0.5393 loss_class_dn: 0.1159 loss_bbox_dn: 0.2444 loss_giou_dn: 0.5487 loss_class_dn_0: 0.1514 loss_bbox_dn_0: 0.3126 loss_giou_dn_0: 0.677 loss_class_dn_1: 0.1293 loss_bbox_dn_1: 0.261 loss_giou_dn_1: 0.5816 loss_class_dn_2: 0.1203 loss_bbox_dn_2: 0.2488 loss_giou_dn_2: 0.5617 loss_class_dn_3: 0.1175 loss_bbox_dn_3: 0.2455 loss_giou_dn_3: 0.551 loss_class_dn_4: 0.1166 loss_bbox_dn_4: 0.2444 loss_giou_dn_4: 0.5486 time: 1.1156 data_time: 0.0934 lr: 0.0001 max_mem: 42360M [05/19 20:23:17 d2.utils.events]: eta: 2 days, 17:22:35 iter: 11249 total_loss: 12.78 loss_class: 0.3316 loss_bbox: 0.1476 loss_giou: 0.4732 loss_class_0: 0.3864 loss_bbox_0: 0.1565 loss_giou_0: 0.4958 loss_class_1: 0.3521 loss_bbox_1: 0.1559 loss_giou_1: 0.4872 loss_class_2: 0.3377 loss_bbox_2: 0.1532 loss_giou_2: 0.4822 loss_class_3: 0.3358 loss_bbox_3: 0.1501 loss_giou_3: 0.4756 loss_class_4: 0.3331 loss_bbox_4: 0.1491 loss_giou_4: 0.4726 loss_class_enc: 0.3809 loss_bbox_enc: 0.1807 loss_giou_enc: 0.548 loss_class_dn: 0.1147 loss_bbox_dn: 0.2443 loss_giou_dn: 0.5441 loss_class_dn_0: 0.1519 loss_bbox_dn_0: 0.3087 loss_giou_dn_0: 0.6757 loss_class_dn_1: 0.1282 loss_bbox_dn_1: 0.2628 loss_giou_dn_1: 0.5786 loss_class_dn_2: 0.1209 loss_bbox_dn_2: 0.2504 loss_giou_dn_2: 0.5569 loss_class_dn_3: 0.1185 loss_bbox_dn_3: 0.2459 loss_giou_dn_3: 0.5464 loss_class_dn_4: 0.1168 loss_bbox_dn_4: 0.2443 loss_giou_dn_4: 0.5441 time: 1.1156 data_time: 0.1039 lr: 0.0001 max_mem: 42360M [05/19 20:24:13 d2.utils.events]: eta: 2 days, 17:23:00 iter: 11299 total_loss: 12.61 loss_class: 0.3289 loss_bbox: 0.1504 loss_giou: 0.4617 loss_class_0: 0.3846 loss_bbox_0: 0.1577 loss_giou_0: 0.4801 loss_class_1: 0.3523 loss_bbox_1: 0.1566 loss_giou_1: 0.4716 loss_class_2: 0.3335 loss_bbox_2: 0.1516 loss_giou_2: 0.4688 loss_class_3: 0.3321 loss_bbox_3: 0.149 loss_giou_3: 0.4627 loss_class_4: 0.3299 loss_bbox_4: 0.1497 loss_giou_4: 0.4613 loss_class_enc: 0.3805 loss_bbox_enc: 0.1784 loss_giou_enc: 0.5286 loss_class_dn: 0.1166 loss_bbox_dn: 0.2475 loss_giou_dn: 0.5304 loss_class_dn_0: 0.1556 loss_bbox_dn_0: 0.3207 loss_giou_dn_0: 0.6691 loss_class_dn_1: 0.1306 loss_bbox_dn_1: 0.2665 loss_giou_dn_1: 0.5674 loss_class_dn_2: 0.1222 loss_bbox_dn_2: 0.2533 loss_giou_dn_2: 0.5447 loss_class_dn_3: 0.1205 loss_bbox_dn_3: 0.2484 loss_giou_dn_3: 0.5341 loss_class_dn_4: 0.1185 loss_bbox_dn_4: 0.2475 loss_giou_dn_4: 0.5303 time: 1.1156 data_time: 0.0980 lr: 0.0001 max_mem: 42360M [05/19 20:25:09 d2.utils.events]: eta: 2 days, 17:21:32 iter: 11349 total_loss: 12.65 loss_class: 0.3308 loss_bbox: 0.1538 loss_giou: 0.4804 loss_class_0: 0.3929 loss_bbox_0: 0.1583 loss_giou_0: 0.4932 loss_class_1: 0.3566 loss_bbox_1: 0.1565 loss_giou_1: 0.4889 loss_class_2: 0.3376 loss_bbox_2: 0.1569 loss_giou_2: 0.4867 loss_class_3: 0.3335 loss_bbox_3: 0.1528 loss_giou_3: 0.483 loss_class_4: 0.3306 loss_bbox_4: 0.1545 loss_giou_4: 0.4803 loss_class_enc: 0.3832 loss_bbox_enc: 0.186 loss_giou_enc: 0.5479 loss_class_dn: 0.116 loss_bbox_dn: 0.2443 loss_giou_dn: 0.5322 loss_class_dn_0: 0.1541 loss_bbox_dn_0: 0.3114 loss_giou_dn_0: 0.6748 loss_class_dn_1: 0.1302 loss_bbox_dn_1: 0.2643 loss_giou_dn_1: 0.5684 loss_class_dn_2: 0.1204 loss_bbox_dn_2: 0.251 loss_giou_dn_2: 0.5461 loss_class_dn_3: 0.1179 loss_bbox_dn_3: 0.2458 loss_giou_dn_3: 0.5356 loss_class_dn_4: 0.1163 loss_bbox_dn_4: 0.2444 loss_giou_dn_4: 0.5322 time: 1.1155 data_time: 0.0976 lr: 0.0001 max_mem: 42360M [05/19 20:26:06 d2.utils.events]: eta: 2 days, 17:19:49 iter: 11399 total_loss: 12.41 loss_class: 0.3173 loss_bbox: 0.1466 loss_giou: 0.46 loss_class_0: 0.3766 loss_bbox_0: 0.1538 loss_giou_0: 0.4763 loss_class_1: 0.3416 loss_bbox_1: 0.1511 loss_giou_1: 0.4717 loss_class_2: 0.3215 loss_bbox_2: 0.1492 loss_giou_2: 0.4685 loss_class_3: 0.3182 loss_bbox_3: 0.1479 loss_giou_3: 0.4614 loss_class_4: 0.3166 loss_bbox_4: 0.147 loss_giou_4: 0.4598 loss_class_enc: 0.3729 loss_bbox_enc: 0.1776 loss_giou_enc: 0.5213 loss_class_dn: 0.1108 loss_bbox_dn: 0.2336 loss_giou_dn: 0.527 loss_class_dn_0: 0.1489 loss_bbox_dn_0: 0.3049 loss_giou_dn_0: 0.6627 loss_class_dn_1: 0.1243 loss_bbox_dn_1: 0.2525 loss_giou_dn_1: 0.5616 loss_class_dn_2: 0.1154 loss_bbox_dn_2: 0.2395 loss_giou_dn_2: 0.5403 loss_class_dn_3: 0.1128 loss_bbox_dn_3: 0.2347 loss_giou_dn_3: 0.5298 loss_class_dn_4: 0.1115 loss_bbox_dn_4: 0.2336 loss_giou_dn_4: 0.5268 time: 1.1156 data_time: 0.0950 lr: 0.0001 max_mem: 42360M [05/19 20:27:02 d2.utils.events]: eta: 2 days, 17:18:31 iter: 11449 total_loss: 12.56 loss_class: 0.3209 loss_bbox: 0.1457 loss_giou: 0.4691 loss_class_0: 0.3777 loss_bbox_0: 0.153 loss_giou_0: 0.4893 loss_class_1: 0.3427 loss_bbox_1: 0.1519 loss_giou_1: 0.4833 loss_class_2: 0.327 loss_bbox_2: 0.1469 loss_giou_2: 0.4743 loss_class_3: 0.3246 loss_bbox_3: 0.1464 loss_giou_3: 0.4701 loss_class_4: 0.3218 loss_bbox_4: 0.1459 loss_giou_4: 0.4687 loss_class_enc: 0.3722 loss_bbox_enc: 0.1741 loss_giou_enc: 0.5374 loss_class_dn: 0.1161 loss_bbox_dn: 0.2383 loss_giou_dn: 0.5356 loss_class_dn_0: 0.1521 loss_bbox_dn_0: 0.3064 loss_giou_dn_0: 0.6676 loss_class_dn_1: 0.1302 loss_bbox_dn_1: 0.2548 loss_giou_dn_1: 0.5678 loss_class_dn_2: 0.1204 loss_bbox_dn_2: 0.2425 loss_giou_dn_2: 0.5479 loss_class_dn_3: 0.1185 loss_bbox_dn_3: 0.239 loss_giou_dn_3: 0.5382 loss_class_dn_4: 0.117 loss_bbox_dn_4: 0.2384 loss_giou_dn_4: 0.5356 time: 1.1156 data_time: 0.0963 lr: 0.0001 max_mem: 42360M [05/19 20:27:59 d2.utils.events]: eta: 2 days, 17:17:36 iter: 11499 total_loss: 12.55 loss_class: 0.3227 loss_bbox: 0.1461 loss_giou: 0.4715 loss_class_0: 0.3795 loss_bbox_0: 0.1544 loss_giou_0: 0.4847 loss_class_1: 0.3448 loss_bbox_1: 0.1535 loss_giou_1: 0.4815 loss_class_2: 0.3296 loss_bbox_2: 0.15 loss_giou_2: 0.4795 loss_class_3: 0.3288 loss_bbox_3: 0.1467 loss_giou_3: 0.4735 loss_class_4: 0.3249 loss_bbox_4: 0.1469 loss_giou_4: 0.472 loss_class_enc: 0.3699 loss_bbox_enc: 0.1772 loss_giou_enc: 0.533 loss_class_dn: 0.1096 loss_bbox_dn: 0.2363 loss_giou_dn: 0.5322 loss_class_dn_0: 0.1475 loss_bbox_dn_0: 0.3119 loss_giou_dn_0: 0.6697 loss_class_dn_1: 0.123 loss_bbox_dn_1: 0.2547 loss_giou_dn_1: 0.5679 loss_class_dn_2: 0.1157 loss_bbox_dn_2: 0.2418 loss_giou_dn_2: 0.5459 loss_class_dn_3: 0.1123 loss_bbox_dn_3: 0.2373 loss_giou_dn_3: 0.5351 loss_class_dn_4: 0.111 loss_bbox_dn_4: 0.2364 loss_giou_dn_4: 0.5323 time: 1.1156 data_time: 0.0999 lr: 0.0001 max_mem: 42360M [05/19 20:28:56 d2.utils.events]: eta: 2 days, 17:20:46 iter: 11549 total_loss: 12.57 loss_class: 0.3329 loss_bbox: 0.1453 loss_giou: 0.4667 loss_class_0: 0.3903 loss_bbox_0: 0.1555 loss_giou_0: 0.4829 loss_class_1: 0.3576 loss_bbox_1: 0.1531 loss_giou_1: 0.4747 loss_class_2: 0.3388 loss_bbox_2: 0.1498 loss_giou_2: 0.473 loss_class_3: 0.3369 loss_bbox_3: 0.1473 loss_giou_3: 0.4691 loss_class_4: 0.332 loss_bbox_4: 0.1461 loss_giou_4: 0.4673 loss_class_enc: 0.3774 loss_bbox_enc: 0.1767 loss_giou_enc: 0.5282 loss_class_dn: 0.1176 loss_bbox_dn: 0.2493 loss_giou_dn: 0.5323 loss_class_dn_0: 0.155 loss_bbox_dn_0: 0.3164 loss_giou_dn_0: 0.6613 loss_class_dn_1: 0.1327 loss_bbox_dn_1: 0.2637 loss_giou_dn_1: 0.563 loss_class_dn_2: 0.1229 loss_bbox_dn_2: 0.2539 loss_giou_dn_2: 0.5437 loss_class_dn_3: 0.1203 loss_bbox_dn_3: 0.2502 loss_giou_dn_3: 0.5349 loss_class_dn_4: 0.1186 loss_bbox_dn_4: 0.2495 loss_giou_dn_4: 0.532 time: 1.1157 data_time: 0.0989 lr: 0.0001 max_mem: 42360M [05/19 20:29:52 d2.utils.events]: eta: 2 days, 17:23:12 iter: 11599 total_loss: 12.63 loss_class: 0.3291 loss_bbox: 0.1507 loss_giou: 0.4743 loss_class_0: 0.3859 loss_bbox_0: 0.1618 loss_giou_0: 0.4968 loss_class_1: 0.3544 loss_bbox_1: 0.1594 loss_giou_1: 0.4876 loss_class_2: 0.3354 loss_bbox_2: 0.1571 loss_giou_2: 0.4829 loss_class_3: 0.3329 loss_bbox_3: 0.1513 loss_giou_3: 0.4789 loss_class_4: 0.3299 loss_bbox_4: 0.1497 loss_giou_4: 0.4756 loss_class_enc: 0.3803 loss_bbox_enc: 0.1841 loss_giou_enc: 0.5417 loss_class_dn: 0.1135 loss_bbox_dn: 0.251 loss_giou_dn: 0.5324 loss_class_dn_0: 0.1554 loss_bbox_dn_0: 0.322 loss_giou_dn_0: 0.6655 loss_class_dn_1: 0.1299 loss_bbox_dn_1: 0.2701 loss_giou_dn_1: 0.5683 loss_class_dn_2: 0.12 loss_bbox_dn_2: 0.2577 loss_giou_dn_2: 0.5452 loss_class_dn_3: 0.1176 loss_bbox_dn_3: 0.252 loss_giou_dn_3: 0.5358 loss_class_dn_4: 0.115 loss_bbox_dn_4: 0.251 loss_giou_dn_4: 0.5324 time: 1.1157 data_time: 0.1117 lr: 0.0001 max_mem: 42360M [05/19 20:30:49 d2.utils.events]: eta: 2 days, 17:24:33 iter: 11649 total_loss: 12.51 loss_class: 0.324 loss_bbox: 0.1529 loss_giou: 0.4688 loss_class_0: 0.3844 loss_bbox_0: 0.1594 loss_giou_0: 0.4862 loss_class_1: 0.3506 loss_bbox_1: 0.1577 loss_giou_1: 0.4848 loss_class_2: 0.333 loss_bbox_2: 0.1547 loss_giou_2: 0.4789 loss_class_3: 0.33 loss_bbox_3: 0.1514 loss_giou_3: 0.4717 loss_class_4: 0.3262 loss_bbox_4: 0.1529 loss_giou_4: 0.4694 loss_class_enc: 0.3781 loss_bbox_enc: 0.182 loss_giou_enc: 0.5351 loss_class_dn: 0.113 loss_bbox_dn: 0.247 loss_giou_dn: 0.5288 loss_class_dn_0: 0.1529 loss_bbox_dn_0: 0.3219 loss_giou_dn_0: 0.6737 loss_class_dn_1: 0.1288 loss_bbox_dn_1: 0.2682 loss_giou_dn_1: 0.5642 loss_class_dn_2: 0.1186 loss_bbox_dn_2: 0.2546 loss_giou_dn_2: 0.5416 loss_class_dn_3: 0.1163 loss_bbox_dn_3: 0.2486 loss_giou_dn_3: 0.5318 loss_class_dn_4: 0.1145 loss_bbox_dn_4: 0.2471 loss_giou_dn_4: 0.5288 time: 1.1157 data_time: 0.0990 lr: 0.0001 max_mem: 42360M [05/19 20:31:45 d2.utils.events]: eta: 2 days, 17:26:07 iter: 11699 total_loss: 12.38 loss_class: 0.324 loss_bbox: 0.147 loss_giou: 0.4586 loss_class_0: 0.3868 loss_bbox_0: 0.1509 loss_giou_0: 0.4747 loss_class_1: 0.3454 loss_bbox_1: 0.1494 loss_giou_1: 0.4689 loss_class_2: 0.3307 loss_bbox_2: 0.1472 loss_giou_2: 0.4622 loss_class_3: 0.326 loss_bbox_3: 0.1474 loss_giou_3: 0.4574 loss_class_4: 0.3243 loss_bbox_4: 0.1462 loss_giou_4: 0.4564 loss_class_enc: 0.3782 loss_bbox_enc: 0.1753 loss_giou_enc: 0.5323 loss_class_dn: 0.1123 loss_bbox_dn: 0.2319 loss_giou_dn: 0.5307 loss_class_dn_0: 0.1528 loss_bbox_dn_0: 0.3015 loss_giou_dn_0: 0.6658 loss_class_dn_1: 0.1284 loss_bbox_dn_1: 0.2489 loss_giou_dn_1: 0.5665 loss_class_dn_2: 0.1188 loss_bbox_dn_2: 0.2366 loss_giou_dn_2: 0.5431 loss_class_dn_3: 0.115 loss_bbox_dn_3: 0.2329 loss_giou_dn_3: 0.533 loss_class_dn_4: 0.1137 loss_bbox_dn_4: 0.232 loss_giou_dn_4: 0.5308 time: 1.1157 data_time: 0.1009 lr: 0.0001 max_mem: 42360M [05/19 20:32:41 d2.utils.events]: eta: 2 days, 17:31:48 iter: 11749 total_loss: 12.32 loss_class: 0.3232 loss_bbox: 0.1477 loss_giou: 0.4567 loss_class_0: 0.386 loss_bbox_0: 0.1529 loss_giou_0: 0.4734 loss_class_1: 0.3431 loss_bbox_1: 0.1529 loss_giou_1: 0.4669 loss_class_2: 0.3274 loss_bbox_2: 0.1488 loss_giou_2: 0.4597 loss_class_3: 0.3238 loss_bbox_3: 0.1472 loss_giou_3: 0.4556 loss_class_4: 0.3223 loss_bbox_4: 0.1471 loss_giou_4: 0.4556 loss_class_enc: 0.3715 loss_bbox_enc: 0.1777 loss_giou_enc: 0.5207 loss_class_dn: 0.1141 loss_bbox_dn: 0.2442 loss_giou_dn: 0.5229 loss_class_dn_0: 0.1534 loss_bbox_dn_0: 0.3173 loss_giou_dn_0: 0.66 loss_class_dn_1: 0.1299 loss_bbox_dn_1: 0.2665 loss_giou_dn_1: 0.5589 loss_class_dn_2: 0.1199 loss_bbox_dn_2: 0.2523 loss_giou_dn_2: 0.5367 loss_class_dn_3: 0.1176 loss_bbox_dn_3: 0.2459 loss_giou_dn_3: 0.5256 loss_class_dn_4: 0.1152 loss_bbox_dn_4: 0.2444 loss_giou_dn_4: 0.5227 time: 1.1158 data_time: 0.1036 lr: 0.0001 max_mem: 42360M [05/19 20:33:38 d2.utils.events]: eta: 2 days, 17:38:35 iter: 11799 total_loss: 12.4 loss_class: 0.326 loss_bbox: 0.1484 loss_giou: 0.4646 loss_class_0: 0.3791 loss_bbox_0: 0.1553 loss_giou_0: 0.4856 loss_class_1: 0.3439 loss_bbox_1: 0.1545 loss_giou_1: 0.4766 loss_class_2: 0.3282 loss_bbox_2: 0.1529 loss_giou_2: 0.4705 loss_class_3: 0.3276 loss_bbox_3: 0.1499 loss_giou_3: 0.4662 loss_class_4: 0.3269 loss_bbox_4: 0.1485 loss_giou_4: 0.4644 loss_class_enc: 0.3728 loss_bbox_enc: 0.1795 loss_giou_enc: 0.5287 loss_class_dn: 0.1111 loss_bbox_dn: 0.2425 loss_giou_dn: 0.5251 loss_class_dn_0: 0.1503 loss_bbox_dn_0: 0.3104 loss_giou_dn_0: 0.6572 loss_class_dn_1: 0.1263 loss_bbox_dn_1: 0.2617 loss_giou_dn_1: 0.5604 loss_class_dn_2: 0.1171 loss_bbox_dn_2: 0.2504 loss_giou_dn_2: 0.5391 loss_class_dn_3: 0.1152 loss_bbox_dn_3: 0.2444 loss_giou_dn_3: 0.5281 loss_class_dn_4: 0.1129 loss_bbox_dn_4: 0.2425 loss_giou_dn_4: 0.525 time: 1.1158 data_time: 0.0966 lr: 0.0001 max_mem: 42360M [05/19 20:34:35 d2.utils.events]: eta: 2 days, 17:41:23 iter: 11849 total_loss: 12.62 loss_class: 0.3313 loss_bbox: 0.1521 loss_giou: 0.4695 loss_class_0: 0.3914 loss_bbox_0: 0.1601 loss_giou_0: 0.4894 loss_class_1: 0.3564 loss_bbox_1: 0.1557 loss_giou_1: 0.4808 loss_class_2: 0.3368 loss_bbox_2: 0.1532 loss_giou_2: 0.4778 loss_class_3: 0.3332 loss_bbox_3: 0.1515 loss_giou_3: 0.4706 loss_class_4: 0.3313 loss_bbox_4: 0.1511 loss_giou_4: 0.4691 loss_class_enc: 0.3837 loss_bbox_enc: 0.1837 loss_giou_enc: 0.5343 loss_class_dn: 0.1215 loss_bbox_dn: 0.2467 loss_giou_dn: 0.5343 loss_class_dn_0: 0.1605 loss_bbox_dn_0: 0.3162 loss_giou_dn_0: 0.6606 loss_class_dn_1: 0.1376 loss_bbox_dn_1: 0.2658 loss_giou_dn_1: 0.5679 loss_class_dn_2: 0.1283 loss_bbox_dn_2: 0.251 loss_giou_dn_2: 0.5469 loss_class_dn_3: 0.1252 loss_bbox_dn_3: 0.2473 loss_giou_dn_3: 0.5366 loss_class_dn_4: 0.1232 loss_bbox_dn_4: 0.2468 loss_giou_dn_4: 0.5343 time: 1.1159 data_time: 0.1011 lr: 0.0001 max_mem: 42360M [05/19 20:35:31 d2.utils.events]: eta: 2 days, 17:45:09 iter: 11899 total_loss: 12.41 loss_class: 0.3123 loss_bbox: 0.1422 loss_giou: 0.4774 loss_class_0: 0.371 loss_bbox_0: 0.1484 loss_giou_0: 0.489 loss_class_1: 0.3333 loss_bbox_1: 0.1503 loss_giou_1: 0.4843 loss_class_2: 0.3165 loss_bbox_2: 0.1466 loss_giou_2: 0.4815 loss_class_3: 0.3148 loss_bbox_3: 0.1429 loss_giou_3: 0.4789 loss_class_4: 0.3117 loss_bbox_4: 0.1426 loss_giou_4: 0.4766 loss_class_enc: 0.364 loss_bbox_enc: 0.1711 loss_giou_enc: 0.5355 loss_class_dn: 0.1108 loss_bbox_dn: 0.2291 loss_giou_dn: 0.5267 loss_class_dn_0: 0.1476 loss_bbox_dn_0: 0.2945 loss_giou_dn_0: 0.6618 loss_class_dn_1: 0.1238 loss_bbox_dn_1: 0.2475 loss_giou_dn_1: 0.5598 loss_class_dn_2: 0.1159 loss_bbox_dn_2: 0.2346 loss_giou_dn_2: 0.539 loss_class_dn_3: 0.1137 loss_bbox_dn_3: 0.2303 loss_giou_dn_3: 0.5298 loss_class_dn_4: 0.1115 loss_bbox_dn_4: 0.2292 loss_giou_dn_4: 0.5266 time: 1.1159 data_time: 0.0993 lr: 0.0001 max_mem: 42360M [05/19 20:36:27 d2.utils.events]: eta: 2 days, 17:42:49 iter: 11949 total_loss: 12.46 loss_class: 0.3311 loss_bbox: 0.1436 loss_giou: 0.4602 loss_class_0: 0.3901 loss_bbox_0: 0.1511 loss_giou_0: 0.4803 loss_class_1: 0.354 loss_bbox_1: 0.1494 loss_giou_1: 0.4704 loss_class_2: 0.3361 loss_bbox_2: 0.1493 loss_giou_2: 0.4655 loss_class_3: 0.3341 loss_bbox_3: 0.1461 loss_giou_3: 0.4595 loss_class_4: 0.3335 loss_bbox_4: 0.1443 loss_giou_4: 0.4588 loss_class_enc: 0.3791 loss_bbox_enc: 0.177 loss_giou_enc: 0.5299 loss_class_dn: 0.1159 loss_bbox_dn: 0.2315 loss_giou_dn: 0.5273 loss_class_dn_0: 0.1544 loss_bbox_dn_0: 0.2983 loss_giou_dn_0: 0.664 loss_class_dn_1: 0.1309 loss_bbox_dn_1: 0.2463 loss_giou_dn_1: 0.5642 loss_class_dn_2: 0.1215 loss_bbox_dn_2: 0.2363 loss_giou_dn_2: 0.5417 loss_class_dn_3: 0.1196 loss_bbox_dn_3: 0.2321 loss_giou_dn_3: 0.5304 loss_class_dn_4: 0.1176 loss_bbox_dn_4: 0.2316 loss_giou_dn_4: 0.5273 time: 1.1159 data_time: 0.1012 lr: 0.0001 max_mem: 42360M [05/19 20:37:23 d2.utils.events]: eta: 2 days, 17:41:54 iter: 11999 total_loss: 12.6 loss_class: 0.3281 loss_bbox: 0.1504 loss_giou: 0.4642 loss_class_0: 0.3908 loss_bbox_0: 0.158 loss_giou_0: 0.4732 loss_class_1: 0.3519 loss_bbox_1: 0.1589 loss_giou_1: 0.4712 loss_class_2: 0.3317 loss_bbox_2: 0.1534 loss_giou_2: 0.4683 loss_class_3: 0.3308 loss_bbox_3: 0.1511 loss_giou_3: 0.4648 loss_class_4: 0.3294 loss_bbox_4: 0.1497 loss_giou_4: 0.4629 loss_class_enc: 0.3812 loss_bbox_enc: 0.1811 loss_giou_enc: 0.5248 loss_class_dn: 0.1162 loss_bbox_dn: 0.2529 loss_giou_dn: 0.5308 loss_class_dn_0: 0.1558 loss_bbox_dn_0: 0.3215 loss_giou_dn_0: 0.6609 loss_class_dn_1: 0.1309 loss_bbox_dn_1: 0.2725 loss_giou_dn_1: 0.5648 loss_class_dn_2: 0.1221 loss_bbox_dn_2: 0.2587 loss_giou_dn_2: 0.543 loss_class_dn_3: 0.1199 loss_bbox_dn_3: 0.2537 loss_giou_dn_3: 0.5337 loss_class_dn_4: 0.1174 loss_bbox_dn_4: 0.2529 loss_giou_dn_4: 0.5306 time: 1.1159 data_time: 0.1117 lr: 0.0001 max_mem: 42360M [05/19 20:38:19 d2.utils.events]: eta: 2 days, 17:40:58 iter: 12049 total_loss: 12.72 loss_class: 0.3303 loss_bbox: 0.1466 loss_giou: 0.4644 loss_class_0: 0.3956 loss_bbox_0: 0.1532 loss_giou_0: 0.4819 loss_class_1: 0.3495 loss_bbox_1: 0.1521 loss_giou_1: 0.4783 loss_class_2: 0.3335 loss_bbox_2: 0.1498 loss_giou_2: 0.471 loss_class_3: 0.3328 loss_bbox_3: 0.1479 loss_giou_3: 0.465 loss_class_4: 0.3302 loss_bbox_4: 0.1471 loss_giou_4: 0.463 loss_class_enc: 0.3772 loss_bbox_enc: 0.1779 loss_giou_enc: 0.5303 loss_class_dn: 0.1169 loss_bbox_dn: 0.2377 loss_giou_dn: 0.5273 loss_class_dn_0: 0.1552 loss_bbox_dn_0: 0.3121 loss_giou_dn_0: 0.6638 loss_class_dn_1: 0.1306 loss_bbox_dn_1: 0.2539 loss_giou_dn_1: 0.5618 loss_class_dn_2: 0.1222 loss_bbox_dn_2: 0.2416 loss_giou_dn_2: 0.5388 loss_class_dn_3: 0.1197 loss_bbox_dn_3: 0.2379 loss_giou_dn_3: 0.5299 loss_class_dn_4: 0.1182 loss_bbox_dn_4: 0.2377 loss_giou_dn_4: 0.5272 time: 1.1159 data_time: 0.1038 lr: 0.0001 max_mem: 42360M [05/19 20:39:16 d2.utils.events]: eta: 2 days, 17:43:03 iter: 12099 total_loss: 12.29 loss_class: 0.3203 loss_bbox: 0.1473 loss_giou: 0.459 loss_class_0: 0.3748 loss_bbox_0: 0.1548 loss_giou_0: 0.4752 loss_class_1: 0.3419 loss_bbox_1: 0.1524 loss_giou_1: 0.4678 loss_class_2: 0.3263 loss_bbox_2: 0.1494 loss_giou_2: 0.4655 loss_class_3: 0.3215 loss_bbox_3: 0.1486 loss_giou_3: 0.4627 loss_class_4: 0.3194 loss_bbox_4: 0.1484 loss_giou_4: 0.4599 loss_class_enc: 0.3684 loss_bbox_enc: 0.1765 loss_giou_enc: 0.5214 loss_class_dn: 0.1112 loss_bbox_dn: 0.2448 loss_giou_dn: 0.5274 loss_class_dn_0: 0.1505 loss_bbox_dn_0: 0.3169 loss_giou_dn_0: 0.6602 loss_class_dn_1: 0.1268 loss_bbox_dn_1: 0.2637 loss_giou_dn_1: 0.5595 loss_class_dn_2: 0.1176 loss_bbox_dn_2: 0.2506 loss_giou_dn_2: 0.5386 loss_class_dn_3: 0.1148 loss_bbox_dn_3: 0.2457 loss_giou_dn_3: 0.5297 loss_class_dn_4: 0.1126 loss_bbox_dn_4: 0.2448 loss_giou_dn_4: 0.5272 time: 1.1160 data_time: 0.1021 lr: 0.0001 max_mem: 42360M [05/19 20:40:13 d2.utils.events]: eta: 2 days, 17:42:48 iter: 12149 total_loss: 12.35 loss_class: 0.3228 loss_bbox: 0.1433 loss_giou: 0.4624 loss_class_0: 0.3815 loss_bbox_0: 0.1527 loss_giou_0: 0.4737 loss_class_1: 0.3485 loss_bbox_1: 0.1482 loss_giou_1: 0.4701 loss_class_2: 0.3292 loss_bbox_2: 0.1465 loss_giou_2: 0.4673 loss_class_3: 0.325 loss_bbox_3: 0.1422 loss_giou_3: 0.4652 loss_class_4: 0.3227 loss_bbox_4: 0.1423 loss_giou_4: 0.4626 loss_class_enc: 0.3723 loss_bbox_enc: 0.1742 loss_giou_enc: 0.5267 loss_class_dn: 0.1191 loss_bbox_dn: 0.2294 loss_giou_dn: 0.5244 loss_class_dn_0: 0.1557 loss_bbox_dn_0: 0.3003 loss_giou_dn_0: 0.6615 loss_class_dn_1: 0.1332 loss_bbox_dn_1: 0.2488 loss_giou_dn_1: 0.5594 loss_class_dn_2: 0.124 loss_bbox_dn_2: 0.2359 loss_giou_dn_2: 0.5374 loss_class_dn_3: 0.1216 loss_bbox_dn_3: 0.2309 loss_giou_dn_3: 0.5271 loss_class_dn_4: 0.1202 loss_bbox_dn_4: 0.2294 loss_giou_dn_4: 0.5243 time: 1.1161 data_time: 0.1101 lr: 0.0001 max_mem: 42360M [05/19 20:41:09 d2.utils.events]: eta: 2 days, 17:41:52 iter: 12199 total_loss: 11.97 loss_class: 0.3227 loss_bbox: 0.1409 loss_giou: 0.4419 loss_class_0: 0.3813 loss_bbox_0: 0.1486 loss_giou_0: 0.4602 loss_class_1: 0.3454 loss_bbox_1: 0.1472 loss_giou_1: 0.453 loss_class_2: 0.3278 loss_bbox_2: 0.1435 loss_giou_2: 0.4497 loss_class_3: 0.3246 loss_bbox_3: 0.1411 loss_giou_3: 0.4459 loss_class_4: 0.3233 loss_bbox_4: 0.1412 loss_giou_4: 0.443 loss_class_enc: 0.3748 loss_bbox_enc: 0.1717 loss_giou_enc: 0.5106 loss_class_dn: 0.1129 loss_bbox_dn: 0.2331 loss_giou_dn: 0.5054 loss_class_dn_0: 0.1518 loss_bbox_dn_0: 0.2994 loss_giou_dn_0: 0.6414 loss_class_dn_1: 0.1283 loss_bbox_dn_1: 0.2518 loss_giou_dn_1: 0.5383 loss_class_dn_2: 0.1181 loss_bbox_dn_2: 0.2385 loss_giou_dn_2: 0.5179 loss_class_dn_3: 0.1164 loss_bbox_dn_3: 0.2341 loss_giou_dn_3: 0.5076 loss_class_dn_4: 0.1144 loss_bbox_dn_4: 0.2332 loss_giou_dn_4: 0.5055 time: 1.1161 data_time: 0.0974 lr: 0.0001 max_mem: 42360M [05/19 20:42:05 d2.utils.events]: eta: 2 days, 17:41:04 iter: 12249 total_loss: 12.52 loss_class: 0.3188 loss_bbox: 0.1494 loss_giou: 0.4658 loss_class_0: 0.3786 loss_bbox_0: 0.1545 loss_giou_0: 0.4904 loss_class_1: 0.341 loss_bbox_1: 0.154 loss_giou_1: 0.4813 loss_class_2: 0.3241 loss_bbox_2: 0.1528 loss_giou_2: 0.4756 loss_class_3: 0.321 loss_bbox_3: 0.1502 loss_giou_3: 0.4672 loss_class_4: 0.3192 loss_bbox_4: 0.1503 loss_giou_4: 0.465 loss_class_enc: 0.37 loss_bbox_enc: 0.1794 loss_giou_enc: 0.5394 loss_class_dn: 0.1108 loss_bbox_dn: 0.2425 loss_giou_dn: 0.534 loss_class_dn_0: 0.1476 loss_bbox_dn_0: 0.316 loss_giou_dn_0: 0.6721 loss_class_dn_1: 0.1249 loss_bbox_dn_1: 0.2643 loss_giou_dn_1: 0.5689 loss_class_dn_2: 0.116 loss_bbox_dn_2: 0.2499 loss_giou_dn_2: 0.5468 loss_class_dn_3: 0.1139 loss_bbox_dn_3: 0.2444 loss_giou_dn_3: 0.5372 loss_class_dn_4: 0.1119 loss_bbox_dn_4: 0.2426 loss_giou_dn_4: 0.5339 time: 1.1161 data_time: 0.1001 lr: 0.0001 max_mem: 42360M [05/19 20:43:01 d2.utils.events]: eta: 2 days, 17:42:04 iter: 12299 total_loss: 12.38 loss_class: 0.3201 loss_bbox: 0.1403 loss_giou: 0.4758 loss_class_0: 0.376 loss_bbox_0: 0.1466 loss_giou_0: 0.4933 loss_class_1: 0.3412 loss_bbox_1: 0.1452 loss_giou_1: 0.4864 loss_class_2: 0.3282 loss_bbox_2: 0.141 loss_giou_2: 0.4787 loss_class_3: 0.3236 loss_bbox_3: 0.1395 loss_giou_3: 0.4763 loss_class_4: 0.3212 loss_bbox_4: 0.1412 loss_giou_4: 0.4749 loss_class_enc: 0.3685 loss_bbox_enc: 0.1694 loss_giou_enc: 0.5389 loss_class_dn: 0.1124 loss_bbox_dn: 0.2264 loss_giou_dn: 0.5312 loss_class_dn_0: 0.1486 loss_bbox_dn_0: 0.298 loss_giou_dn_0: 0.6635 loss_class_dn_1: 0.1244 loss_bbox_dn_1: 0.246 loss_giou_dn_1: 0.5633 loss_class_dn_2: 0.1161 loss_bbox_dn_2: 0.2324 loss_giou_dn_2: 0.542 loss_class_dn_3: 0.1139 loss_bbox_dn_3: 0.2275 loss_giou_dn_3: 0.5329 loss_class_dn_4: 0.1125 loss_bbox_dn_4: 0.2265 loss_giou_dn_4: 0.531 time: 1.1161 data_time: 0.1021 lr: 0.0001 max_mem: 42360M [05/19 20:43:58 d2.utils.events]: eta: 2 days, 17:47:40 iter: 12349 total_loss: 12.6 loss_class: 0.3276 loss_bbox: 0.1507 loss_giou: 0.4599 loss_class_0: 0.3871 loss_bbox_0: 0.156 loss_giou_0: 0.4764 loss_class_1: 0.3474 loss_bbox_1: 0.1577 loss_giou_1: 0.4732 loss_class_2: 0.3324 loss_bbox_2: 0.1528 loss_giou_2: 0.4686 loss_class_3: 0.3299 loss_bbox_3: 0.1515 loss_giou_3: 0.4617 loss_class_4: 0.3297 loss_bbox_4: 0.1507 loss_giou_4: 0.4596 loss_class_enc: 0.3778 loss_bbox_enc: 0.1818 loss_giou_enc: 0.5301 loss_class_dn: 0.1128 loss_bbox_dn: 0.2452 loss_giou_dn: 0.5323 loss_class_dn_0: 0.1535 loss_bbox_dn_0: 0.3165 loss_giou_dn_0: 0.6629 loss_class_dn_1: 0.1272 loss_bbox_dn_1: 0.2653 loss_giou_dn_1: 0.5647 loss_class_dn_2: 0.1196 loss_bbox_dn_2: 0.2505 loss_giou_dn_2: 0.5449 loss_class_dn_3: 0.1163 loss_bbox_dn_3: 0.2459 loss_giou_dn_3: 0.5351 loss_class_dn_4: 0.114 loss_bbox_dn_4: 0.2452 loss_giou_dn_4: 0.5321 time: 1.1162 data_time: 0.1006 lr: 0.0001 max_mem: 42360M [05/19 20:44:54 d2.utils.events]: eta: 2 days, 17:46:58 iter: 12399 total_loss: 12.31 loss_class: 0.3169 loss_bbox: 0.143 loss_giou: 0.4668 loss_class_0: 0.3762 loss_bbox_0: 0.1515 loss_giou_0: 0.4912 loss_class_1: 0.3407 loss_bbox_1: 0.1479 loss_giou_1: 0.4813 loss_class_2: 0.3227 loss_bbox_2: 0.1461 loss_giou_2: 0.4752 loss_class_3: 0.3206 loss_bbox_3: 0.1454 loss_giou_3: 0.4702 loss_class_4: 0.3185 loss_bbox_4: 0.1435 loss_giou_4: 0.4679 loss_class_enc: 0.369 loss_bbox_enc: 0.1735 loss_giou_enc: 0.5345 loss_class_dn: 0.1089 loss_bbox_dn: 0.2272 loss_giou_dn: 0.5277 loss_class_dn_0: 0.1503 loss_bbox_dn_0: 0.302 loss_giou_dn_0: 0.6651 loss_class_dn_1: 0.1252 loss_bbox_dn_1: 0.2489 loss_giou_dn_1: 0.5646 loss_class_dn_2: 0.1158 loss_bbox_dn_2: 0.2346 loss_giou_dn_2: 0.542 loss_class_dn_3: 0.1131 loss_bbox_dn_3: 0.2283 loss_giou_dn_3: 0.531 loss_class_dn_4: 0.1106 loss_bbox_dn_4: 0.2272 loss_giou_dn_4: 0.5277 time: 1.1162 data_time: 0.0969 lr: 0.0001 max_mem: 42360M [05/19 20:45:51 d2.utils.events]: eta: 2 days, 17:49:14 iter: 12449 total_loss: 12.65 loss_class: 0.321 loss_bbox: 0.1524 loss_giou: 0.4665 loss_class_0: 0.3837 loss_bbox_0: 0.1609 loss_giou_0: 0.4867 loss_class_1: 0.345 loss_bbox_1: 0.1577 loss_giou_1: 0.4749 loss_class_2: 0.3276 loss_bbox_2: 0.1574 loss_giou_2: 0.4723 loss_class_3: 0.3244 loss_bbox_3: 0.1536 loss_giou_3: 0.4677 loss_class_4: 0.3212 loss_bbox_4: 0.1521 loss_giou_4: 0.4677 loss_class_enc: 0.3737 loss_bbox_enc: 0.1836 loss_giou_enc: 0.5388 loss_class_dn: 0.1105 loss_bbox_dn: 0.2494 loss_giou_dn: 0.5244 loss_class_dn_0: 0.1499 loss_bbox_dn_0: 0.3184 loss_giou_dn_0: 0.6685 loss_class_dn_1: 0.1242 loss_bbox_dn_1: 0.2679 loss_giou_dn_1: 0.5654 loss_class_dn_2: 0.1152 loss_bbox_dn_2: 0.2553 loss_giou_dn_2: 0.5402 loss_class_dn_3: 0.113 loss_bbox_dn_3: 0.2504 loss_giou_dn_3: 0.5273 loss_class_dn_4: 0.1115 loss_bbox_dn_4: 0.2495 loss_giou_dn_4: 0.5242 time: 1.1163 data_time: 0.0979 lr: 0.0001 max_mem: 42360M [05/19 20:46:48 d2.utils.events]: eta: 2 days, 17:47:06 iter: 12499 total_loss: 12.58 loss_class: 0.3272 loss_bbox: 0.1469 loss_giou: 0.4806 loss_class_0: 0.383 loss_bbox_0: 0.1511 loss_giou_0: 0.4964 loss_class_1: 0.349 loss_bbox_1: 0.1516 loss_giou_1: 0.4932 loss_class_2: 0.3314 loss_bbox_2: 0.1471 loss_giou_2: 0.4875 loss_class_3: 0.3301 loss_bbox_3: 0.1458 loss_giou_3: 0.484 loss_class_4: 0.3272 loss_bbox_4: 0.1477 loss_giou_4: 0.482 loss_class_enc: 0.3743 loss_bbox_enc: 0.1738 loss_giou_enc: 0.5406 loss_class_dn: 0.1134 loss_bbox_dn: 0.234 loss_giou_dn: 0.5409 loss_class_dn_0: 0.1518 loss_bbox_dn_0: 0.3008 loss_giou_dn_0: 0.671 loss_class_dn_1: 0.1275 loss_bbox_dn_1: 0.2518 loss_giou_dn_1: 0.5738 loss_class_dn_2: 0.1184 loss_bbox_dn_2: 0.2399 loss_giou_dn_2: 0.5521 loss_class_dn_3: 0.1161 loss_bbox_dn_3: 0.2355 loss_giou_dn_3: 0.5435 loss_class_dn_4: 0.1149 loss_bbox_dn_4: 0.234 loss_giou_dn_4: 0.541 time: 1.1163 data_time: 0.0993 lr: 0.0001 max_mem: 42360M [05/19 20:47:44 d2.utils.events]: eta: 2 days, 17:47:11 iter: 12549 total_loss: 12.48 loss_class: 0.3216 loss_bbox: 0.1441 loss_giou: 0.4754 loss_class_0: 0.3868 loss_bbox_0: 0.1531 loss_giou_0: 0.4863 loss_class_1: 0.3443 loss_bbox_1: 0.1556 loss_giou_1: 0.4837 loss_class_2: 0.3277 loss_bbox_2: 0.1489 loss_giou_2: 0.482 loss_class_3: 0.3234 loss_bbox_3: 0.1457 loss_giou_3: 0.4774 loss_class_4: 0.323 loss_bbox_4: 0.1444 loss_giou_4: 0.4756 loss_class_enc: 0.376 loss_bbox_enc: 0.1747 loss_giou_enc: 0.5309 loss_class_dn: 0.1121 loss_bbox_dn: 0.2269 loss_giou_dn: 0.5342 loss_class_dn_0: 0.1516 loss_bbox_dn_0: 0.299 loss_giou_dn_0: 0.6687 loss_class_dn_1: 0.1272 loss_bbox_dn_1: 0.2446 loss_giou_dn_1: 0.5703 loss_class_dn_2: 0.1182 loss_bbox_dn_2: 0.2314 loss_giou_dn_2: 0.5469 loss_class_dn_3: 0.1159 loss_bbox_dn_3: 0.2278 loss_giou_dn_3: 0.5366 loss_class_dn_4: 0.1136 loss_bbox_dn_4: 0.2269 loss_giou_dn_4: 0.534 time: 1.1163 data_time: 0.0940 lr: 0.0001 max_mem: 42360M [05/19 20:48:40 d2.utils.events]: eta: 2 days, 17:42:51 iter: 12599 total_loss: 12.24 loss_class: 0.3177 loss_bbox: 0.1408 loss_giou: 0.4633 loss_class_0: 0.3757 loss_bbox_0: 0.1483 loss_giou_0: 0.4831 loss_class_1: 0.3427 loss_bbox_1: 0.145 loss_giou_1: 0.4773 loss_class_2: 0.3234 loss_bbox_2: 0.1438 loss_giou_2: 0.4686 loss_class_3: 0.3228 loss_bbox_3: 0.1408 loss_giou_3: 0.465 loss_class_4: 0.319 loss_bbox_4: 0.1403 loss_giou_4: 0.4653 loss_class_enc: 0.3701 loss_bbox_enc: 0.1711 loss_giou_enc: 0.5266 loss_class_dn: 0.1109 loss_bbox_dn: 0.2293 loss_giou_dn: 0.5259 loss_class_dn_0: 0.1495 loss_bbox_dn_0: 0.2999 loss_giou_dn_0: 0.655 loss_class_dn_1: 0.1254 loss_bbox_dn_1: 0.2444 loss_giou_dn_1: 0.558 loss_class_dn_2: 0.1165 loss_bbox_dn_2: 0.2333 loss_giou_dn_2: 0.5373 loss_class_dn_3: 0.114 loss_bbox_dn_3: 0.2291 loss_giou_dn_3: 0.5273 loss_class_dn_4: 0.1123 loss_bbox_dn_4: 0.2293 loss_giou_dn_4: 0.5258 time: 1.1163 data_time: 0.0976 lr: 0.0001 max_mem: 42360M [05/19 20:49:35 d2.utils.events]: eta: 2 days, 17:33:30 iter: 12649 total_loss: 12.35 loss_class: 0.3219 loss_bbox: 0.1467 loss_giou: 0.4695 loss_class_0: 0.377 loss_bbox_0: 0.154 loss_giou_0: 0.4868 loss_class_1: 0.3425 loss_bbox_1: 0.1524 loss_giou_1: 0.4823 loss_class_2: 0.3285 loss_bbox_2: 0.1489 loss_giou_2: 0.4741 loss_class_3: 0.3255 loss_bbox_3: 0.1475 loss_giou_3: 0.4713 loss_class_4: 0.3236 loss_bbox_4: 0.1469 loss_giou_4: 0.4703 loss_class_enc: 0.3707 loss_bbox_enc: 0.1782 loss_giou_enc: 0.5343 loss_class_dn: 0.1083 loss_bbox_dn: 0.2331 loss_giou_dn: 0.5271 loss_class_dn_0: 0.1451 loss_bbox_dn_0: 0.2967 loss_giou_dn_0: 0.6588 loss_class_dn_1: 0.121 loss_bbox_dn_1: 0.2479 loss_giou_dn_1: 0.5608 loss_class_dn_2: 0.1138 loss_bbox_dn_2: 0.2392 loss_giou_dn_2: 0.5386 loss_class_dn_3: 0.1113 loss_bbox_dn_3: 0.2346 loss_giou_dn_3: 0.5294 loss_class_dn_4: 0.1097 loss_bbox_dn_4: 0.2332 loss_giou_dn_4: 0.5272 time: 1.1162 data_time: 0.0983 lr: 0.0001 max_mem: 42360M [05/19 20:50:32 d2.utils.events]: eta: 2 days, 17:29:46 iter: 12699 total_loss: 12.33 loss_class: 0.3195 loss_bbox: 0.1494 loss_giou: 0.4576 loss_class_0: 0.3776 loss_bbox_0: 0.1597 loss_giou_0: 0.4794 loss_class_1: 0.3383 loss_bbox_1: 0.1548 loss_giou_1: 0.4727 loss_class_2: 0.3259 loss_bbox_2: 0.1519 loss_giou_2: 0.4655 loss_class_3: 0.3221 loss_bbox_3: 0.1492 loss_giou_3: 0.46 loss_class_4: 0.3218 loss_bbox_4: 0.149 loss_giou_4: 0.4571 loss_class_enc: 0.3685 loss_bbox_enc: 0.1813 loss_giou_enc: 0.5237 loss_class_dn: 0.11 loss_bbox_dn: 0.2434 loss_giou_dn: 0.5218 loss_class_dn_0: 0.1494 loss_bbox_dn_0: 0.3128 loss_giou_dn_0: 0.655 loss_class_dn_1: 0.1247 loss_bbox_dn_1: 0.2594 loss_giou_dn_1: 0.5564 loss_class_dn_2: 0.1158 loss_bbox_dn_2: 0.2497 loss_giou_dn_2: 0.5346 loss_class_dn_3: 0.1135 loss_bbox_dn_3: 0.2449 loss_giou_dn_3: 0.5247 loss_class_dn_4: 0.1115 loss_bbox_dn_4: 0.2433 loss_giou_dn_4: 0.5218 time: 1.1162 data_time: 0.1025 lr: 0.0001 max_mem: 42360M [05/19 20:51:28 d2.utils.events]: eta: 2 days, 17:27:05 iter: 12749 total_loss: 12.3 loss_class: 0.3166 loss_bbox: 0.141 loss_giou: 0.4543 loss_class_0: 0.373 loss_bbox_0: 0.1506 loss_giou_0: 0.4772 loss_class_1: 0.3355 loss_bbox_1: 0.1467 loss_giou_1: 0.4665 loss_class_2: 0.3223 loss_bbox_2: 0.1431 loss_giou_2: 0.4621 loss_class_3: 0.3196 loss_bbox_3: 0.1419 loss_giou_3: 0.457 loss_class_4: 0.3166 loss_bbox_4: 0.1412 loss_giou_4: 0.455 loss_class_enc: 0.3656 loss_bbox_enc: 0.1704 loss_giou_enc: 0.526 loss_class_dn: 0.1101 loss_bbox_dn: 0.234 loss_giou_dn: 0.5154 loss_class_dn_0: 0.1477 loss_bbox_dn_0: 0.3054 loss_giou_dn_0: 0.6503 loss_class_dn_1: 0.1245 loss_bbox_dn_1: 0.2519 loss_giou_dn_1: 0.5532 loss_class_dn_2: 0.1153 loss_bbox_dn_2: 0.2406 loss_giou_dn_2: 0.5288 loss_class_dn_3: 0.1131 loss_bbox_dn_3: 0.2353 loss_giou_dn_3: 0.5184 loss_class_dn_4: 0.1112 loss_bbox_dn_4: 0.234 loss_giou_dn_4: 0.5155 time: 1.1163 data_time: 0.1002 lr: 0.0001 max_mem: 42360M [05/19 20:52:24 d2.utils.events]: eta: 2 days, 17:23:00 iter: 12799 total_loss: 12.6 loss_class: 0.3182 loss_bbox: 0.1516 loss_giou: 0.4655 loss_class_0: 0.3771 loss_bbox_0: 0.1589 loss_giou_0: 0.4848 loss_class_1: 0.3408 loss_bbox_1: 0.1589 loss_giou_1: 0.4802 loss_class_2: 0.3248 loss_bbox_2: 0.1554 loss_giou_2: 0.4751 loss_class_3: 0.3229 loss_bbox_3: 0.1531 loss_giou_3: 0.4697 loss_class_4: 0.3214 loss_bbox_4: 0.1516 loss_giou_4: 0.4663 loss_class_enc: 0.3665 loss_bbox_enc: 0.1795 loss_giou_enc: 0.5377 loss_class_dn: 0.1096 loss_bbox_dn: 0.2402 loss_giou_dn: 0.535 loss_class_dn_0: 0.1477 loss_bbox_dn_0: 0.3111 loss_giou_dn_0: 0.6668 loss_class_dn_1: 0.1238 loss_bbox_dn_1: 0.2573 loss_giou_dn_1: 0.572 loss_class_dn_2: 0.1153 loss_bbox_dn_2: 0.244 loss_giou_dn_2: 0.549 loss_class_dn_3: 0.1126 loss_bbox_dn_3: 0.2412 loss_giou_dn_3: 0.5383 loss_class_dn_4: 0.1108 loss_bbox_dn_4: 0.2402 loss_giou_dn_4: 0.535 time: 1.1162 data_time: 0.1034 lr: 0.0001 max_mem: 42360M [05/19 20:53:20 d2.utils.events]: eta: 2 days, 17:21:24 iter: 12849 total_loss: 12.45 loss_class: 0.3156 loss_bbox: 0.1463 loss_giou: 0.4627 loss_class_0: 0.3737 loss_bbox_0: 0.1506 loss_giou_0: 0.4768 loss_class_1: 0.3376 loss_bbox_1: 0.1499 loss_giou_1: 0.4775 loss_class_2: 0.3184 loss_bbox_2: 0.1485 loss_giou_2: 0.4728 loss_class_3: 0.3197 loss_bbox_3: 0.1458 loss_giou_3: 0.4669 loss_class_4: 0.3168 loss_bbox_4: 0.1464 loss_giou_4: 0.4635 loss_class_enc: 0.3656 loss_bbox_enc: 0.1704 loss_giou_enc: 0.5223 loss_class_dn: 0.1095 loss_bbox_dn: 0.226 loss_giou_dn: 0.5197 loss_class_dn_0: 0.1478 loss_bbox_dn_0: 0.3027 loss_giou_dn_0: 0.6496 loss_class_dn_1: 0.125 loss_bbox_dn_1: 0.2477 loss_giou_dn_1: 0.5564 loss_class_dn_2: 0.1168 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loss_giou_dn_2: 0.5447 loss_class_dn_3: 0.1107 loss_bbox_dn_3: 0.2425 loss_giou_dn_3: 0.5341 loss_class_dn_4: 0.1087 loss_bbox_dn_4: 0.2419 loss_giou_dn_4: 0.5309 time: 1.1162 data_time: 0.0930 lr: 0.0001 max_mem: 42360M [05/19 20:56:08 d2.utils.events]: eta: 2 days, 17:15:58 iter: 12999 total_loss: 12.41 loss_class: 0.323 loss_bbox: 0.1406 loss_giou: 0.4647 loss_class_0: 0.3808 loss_bbox_0: 0.1492 loss_giou_0: 0.4775 loss_class_1: 0.344 loss_bbox_1: 0.1466 loss_giou_1: 0.4711 loss_class_2: 0.3284 loss_bbox_2: 0.1437 loss_giou_2: 0.4703 loss_class_3: 0.3268 loss_bbox_3: 0.1422 loss_giou_3: 0.466 loss_class_4: 0.3254 loss_bbox_4: 0.1407 loss_giou_4: 0.465 loss_class_enc: 0.3702 loss_bbox_enc: 0.1709 loss_giou_enc: 0.5261 loss_class_dn: 0.1096 loss_bbox_dn: 0.2361 loss_giou_dn: 0.5299 loss_class_dn_0: 0.1474 loss_bbox_dn_0: 0.3022 loss_giou_dn_0: 0.6606 loss_class_dn_1: 0.1236 loss_bbox_dn_1: 0.251 loss_giou_dn_1: 0.5642 loss_class_dn_2: 0.1145 loss_bbox_dn_2: 0.2396 loss_giou_dn_2: 0.543 loss_class_dn_3: 0.1124 loss_bbox_dn_3: 0.2364 loss_giou_dn_3: 0.5321 loss_class_dn_4: 0.1111 loss_bbox_dn_4: 0.2359 loss_giou_dn_4: 0.53 time: 1.1162 data_time: 0.0999 lr: 0.0001 max_mem: 42360M [05/19 20:57:04 d2.utils.events]: eta: 2 days, 17:16:24 iter: 13049 total_loss: 12.16 loss_class: 0.3199 loss_bbox: 0.1434 loss_giou: 0.4651 loss_class_0: 0.3748 loss_bbox_0: 0.1495 loss_giou_0: 0.4765 loss_class_1: 0.3402 loss_bbox_1: 0.1501 loss_giou_1: 0.4746 loss_class_2: 0.3263 loss_bbox_2: 0.1478 loss_giou_2: 0.4711 loss_class_3: 0.3227 loss_bbox_3: 0.1444 loss_giou_3: 0.467 loss_class_4: 0.3207 loss_bbox_4: 0.143 loss_giou_4: 0.4658 loss_class_enc: 0.3679 loss_bbox_enc: 0.1731 loss_giou_enc: 0.5273 loss_class_dn: 0.1085 loss_bbox_dn: 0.2232 loss_giou_dn: 0.5137 loss_class_dn_0: 0.1482 loss_bbox_dn_0: 0.2902 loss_giou_dn_0: 0.6421 loss_class_dn_1: 0.123 loss_bbox_dn_1: 0.2401 loss_giou_dn_1: 0.5453 loss_class_dn_2: 0.1139 loss_bbox_dn_2: 0.2285 loss_giou_dn_2: 0.5252 loss_class_dn_3: 0.1124 loss_bbox_dn_3: 0.2241 loss_giou_dn_3: 0.5161 loss_class_dn_4: 0.1107 loss_bbox_dn_4: 0.2233 loss_giou_dn_4: 0.5137 time: 1.1161 data_time: 0.1043 lr: 0.0001 max_mem: 42360M [05/19 20:58:00 d2.utils.events]: eta: 2 days, 17:13:45 iter: 13099 total_loss: 12.47 loss_class: 0.3282 loss_bbox: 0.1453 loss_giou: 0.4597 loss_class_0: 0.3936 loss_bbox_0: 0.1522 loss_giou_0: 0.4738 loss_class_1: 0.3535 loss_bbox_1: 0.1487 loss_giou_1: 0.468 loss_class_2: 0.3385 loss_bbox_2: 0.1481 loss_giou_2: 0.466 loss_class_3: 0.3351 loss_bbox_3: 0.1468 loss_giou_3: 0.4606 loss_class_4: 0.3312 loss_bbox_4: 0.1453 loss_giou_4: 0.4583 loss_class_enc: 0.3879 loss_bbox_enc: 0.1757 loss_giou_enc: 0.5204 loss_class_dn: 0.1118 loss_bbox_dn: 0.2288 loss_giou_dn: 0.5177 loss_class_dn_0: 0.1522 loss_bbox_dn_0: 0.2955 loss_giou_dn_0: 0.6484 loss_class_dn_1: 0.1278 loss_bbox_dn_1: 0.2444 loss_giou_dn_1: 0.5549 loss_class_dn_2: 0.1181 loss_bbox_dn_2: 0.2344 loss_giou_dn_2: 0.5324 loss_class_dn_3: 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0.239 loss_giou_dn_3: 0.5221 loss_class_dn_4: 0.1145 loss_bbox_dn_4: 0.2381 loss_giou_dn_4: 0.5196 time: 1.1161 data_time: 0.0985 lr: 0.0001 max_mem: 42360M [05/19 20:59:51 d2.utils.events]: eta: 2 days, 17:07:25 iter: 13199 total_loss: 12.27 loss_class: 0.3175 loss_bbox: 0.1444 loss_giou: 0.4563 loss_class_0: 0.3744 loss_bbox_0: 0.1512 loss_giou_0: 0.4759 loss_class_1: 0.3385 loss_bbox_1: 0.1486 loss_giou_1: 0.4705 loss_class_2: 0.324 loss_bbox_2: 0.1479 loss_giou_2: 0.4638 loss_class_3: 0.3205 loss_bbox_3: 0.1455 loss_giou_3: 0.4586 loss_class_4: 0.3191 loss_bbox_4: 0.1455 loss_giou_4: 0.4561 loss_class_enc: 0.3666 loss_bbox_enc: 0.1742 loss_giou_enc: 0.5208 loss_class_dn: 0.109 loss_bbox_dn: 0.239 loss_giou_dn: 0.518 loss_class_dn_0: 0.1458 loss_bbox_dn_0: 0.319 loss_giou_dn_0: 0.6507 loss_class_dn_1: 0.1237 loss_bbox_dn_1: 0.2607 loss_giou_dn_1: 0.5533 loss_class_dn_2: 0.1154 loss_bbox_dn_2: 0.246 loss_giou_dn_2: 0.531 loss_class_dn_3: 0.1129 loss_bbox_dn_3: 0.2407 loss_giou_dn_3: 0.5207 loss_class_dn_4: 0.11 loss_bbox_dn_4: 0.239 loss_giou_dn_4: 0.5181 time: 1.1161 data_time: 0.0948 lr: 0.0001 max_mem: 42360M [05/19 21:00:47 d2.utils.events]: eta: 2 days, 17:04:34 iter: 13249 total_loss: 12.22 loss_class: 0.321 loss_bbox: 0.1477 loss_giou: 0.4442 loss_class_0: 0.381 loss_bbox_0: 0.1543 loss_giou_0: 0.4623 loss_class_1: 0.3412 loss_bbox_1: 0.1549 loss_giou_1: 0.4583 loss_class_2: 0.3261 loss_bbox_2: 0.1515 loss_giou_2: 0.4497 loss_class_3: 0.3227 loss_bbox_3: 0.149 loss_giou_3: 0.4465 loss_class_4: 0.3218 loss_bbox_4: 0.1472 loss_giou_4: 0.4449 loss_class_enc: 0.3723 loss_bbox_enc: 0.177 loss_giou_enc: 0.5067 loss_class_dn: 0.1117 loss_bbox_dn: 0.2526 loss_giou_dn: 0.5104 loss_class_dn_0: 0.1505 loss_bbox_dn_0: 0.3201 loss_giou_dn_0: 0.6451 loss_class_dn_1: 0.1263 loss_bbox_dn_1: 0.2701 loss_giou_dn_1: 0.5481 loss_class_dn_2: 0.1174 loss_bbox_dn_2: 0.2567 loss_giou_dn_2: 0.5234 loss_class_dn_3: 0.1142 loss_bbox_dn_3: 0.2525 loss_giou_dn_3: 0.5126 loss_class_dn_4: 0.1123 loss_bbox_dn_4: 0.2526 loss_giou_dn_4: 0.5104 time: 1.1161 data_time: 0.0944 lr: 0.0001 max_mem: 42360M [05/19 21:01:44 d2.utils.events]: eta: 2 days, 17:04:32 iter: 13299 total_loss: 12.32 loss_class: 0.3138 loss_bbox: 0.1457 loss_giou: 0.455 loss_class_0: 0.3795 loss_bbox_0: 0.1515 loss_giou_0: 0.4721 loss_class_1: 0.3388 loss_bbox_1: 0.1498 loss_giou_1: 0.4658 loss_class_2: 0.3237 loss_bbox_2: 0.1484 loss_giou_2: 0.4607 loss_class_3: 0.323 loss_bbox_3: 0.1468 loss_giou_3: 0.456 loss_class_4: 0.3179 loss_bbox_4: 0.1462 loss_giou_4: 0.4546 loss_class_enc: 0.3722 loss_bbox_enc: 0.1735 loss_giou_enc: 0.5221 loss_class_dn: 0.1125 loss_bbox_dn: 0.24 loss_giou_dn: 0.5229 loss_class_dn_0: 0.1516 loss_bbox_dn_0: 0.3086 loss_giou_dn_0: 0.6575 loss_class_dn_1: 0.1282 loss_bbox_dn_1: 0.2575 loss_giou_dn_1: 0.5589 loss_class_dn_2: 0.1191 loss_bbox_dn_2: 0.2439 loss_giou_dn_2: 0.5354 loss_class_dn_3: 0.1168 loss_bbox_dn_3: 0.2407 loss_giou_dn_3: 0.5258 loss_class_dn_4: 0.1148 loss_bbox_dn_4: 0.24 loss_giou_dn_4: 0.5228 time: 1.1161 data_time: 0.0970 lr: 0.0001 max_mem: 42360M [05/19 21:02:40 d2.utils.events]: eta: 2 days, 16:59:22 iter: 13349 total_loss: 12.31 loss_class: 0.3246 loss_bbox: 0.1485 loss_giou: 0.4459 loss_class_0: 0.3823 loss_bbox_0: 0.1545 loss_giou_0: 0.4628 loss_class_1: 0.343 loss_bbox_1: 0.1526 loss_giou_1: 0.4564 loss_class_2: 0.3306 loss_bbox_2: 0.1516 loss_giou_2: 0.4525 loss_class_3: 0.3265 loss_bbox_3: 0.1498 loss_giou_3: 0.4467 loss_class_4: 0.325 loss_bbox_4: 0.1488 loss_giou_4: 0.4457 loss_class_enc: 0.3734 loss_bbox_enc: 0.18 loss_giou_enc: 0.5136 loss_class_dn: 0.1127 loss_bbox_dn: 0.2411 loss_giou_dn: 0.5094 loss_class_dn_0: 0.1514 loss_bbox_dn_0: 0.3146 loss_giou_dn_0: 0.6479 loss_class_dn_1: 0.1278 loss_bbox_dn_1: 0.258 loss_giou_dn_1: 0.5462 loss_class_dn_2: 0.1175 loss_bbox_dn_2: 0.2456 loss_giou_dn_2: 0.5247 loss_class_dn_3: 0.115 loss_bbox_dn_3: 0.242 loss_giou_dn_3: 0.5132 loss_class_dn_4: 0.1129 loss_bbox_dn_4: 0.2411 loss_giou_dn_4: 0.5093 time: 1.1161 data_time: 0.0999 lr: 0.0001 max_mem: 42360M [05/19 21:03:36 d2.utils.events]: eta: 2 days, 16:55:43 iter: 13399 total_loss: 12.14 loss_class: 0.3069 loss_bbox: 0.1432 loss_giou: 0.4524 loss_class_0: 0.3728 loss_bbox_0: 0.1508 loss_giou_0: 0.4694 loss_class_1: 0.3326 loss_bbox_1: 0.1488 loss_giou_1: 0.4628 loss_class_2: 0.3132 loss_bbox_2: 0.1458 loss_giou_2: 0.4587 loss_class_3: 0.3113 loss_bbox_3: 0.1443 loss_giou_3: 0.4565 loss_class_4: 0.3081 loss_bbox_4: 0.1434 loss_giou_4: 0.4536 loss_class_enc: 0.364 loss_bbox_enc: 0.1749 loss_giou_enc: 0.5195 loss_class_dn: 0.1056 loss_bbox_dn: 0.2397 loss_giou_dn: 0.5149 loss_class_dn_0: 0.1449 loss_bbox_dn_0: 0.3094 loss_giou_dn_0: 0.6527 loss_class_dn_1: 0.1211 loss_bbox_dn_1: 0.2604 loss_giou_dn_1: 0.5491 loss_class_dn_2: 0.1116 loss_bbox_dn_2: 0.2457 loss_giou_dn_2: 0.5269 loss_class_dn_3: 0.1091 loss_bbox_dn_3: 0.2408 loss_giou_dn_3: 0.5174 loss_class_dn_4: 0.107 loss_bbox_dn_4: 0.2398 loss_giou_dn_4: 0.515 time: 1.1161 data_time: 0.1009 lr: 0.0001 max_mem: 42360M [05/19 21:04:31 d2.utils.events]: eta: 2 days, 16:49:31 iter: 13449 total_loss: 12.23 loss_class: 0.3163 loss_bbox: 0.1445 loss_giou: 0.4557 loss_class_0: 0.3752 loss_bbox_0: 0.1533 loss_giou_0: 0.482 loss_class_1: 0.3368 loss_bbox_1: 0.1511 loss_giou_1: 0.4712 loss_class_2: 0.3244 loss_bbox_2: 0.1471 loss_giou_2: 0.4635 loss_class_3: 0.3209 loss_bbox_3: 0.1444 loss_giou_3: 0.4563 loss_class_4: 0.3182 loss_bbox_4: 0.1445 loss_giou_4: 0.4554 loss_class_enc: 0.3677 loss_bbox_enc: 0.1694 loss_giou_enc: 0.522 loss_class_dn: 0.1059 loss_bbox_dn: 0.2386 loss_giou_dn: 0.5132 loss_class_dn_0: 0.1451 loss_bbox_dn_0: 0.3129 loss_giou_dn_0: 0.6471 loss_class_dn_1: 0.1201 loss_bbox_dn_1: 0.2585 loss_giou_dn_1: 0.5485 loss_class_dn_2: 0.1108 loss_bbox_dn_2: 0.2446 loss_giou_dn_2: 0.5271 loss_class_dn_3: 0.1085 loss_bbox_dn_3: 0.2402 loss_giou_dn_3: 0.5164 loss_class_dn_4: 0.107 loss_bbox_dn_4: 0.2386 loss_giou_dn_4: 0.5132 time: 1.1160 data_time: 0.0982 lr: 0.0001 max_mem: 42360M [05/19 21:05:27 d2.utils.events]: eta: 2 days, 16:45:31 iter: 13499 total_loss: 12.29 loss_class: 0.3143 loss_bbox: 0.1455 loss_giou: 0.4636 loss_class_0: 0.3725 loss_bbox_0: 0.1531 loss_giou_0: 0.4809 loss_class_1: 0.3354 loss_bbox_1: 0.1518 loss_giou_1: 0.4762 loss_class_2: 0.3211 loss_bbox_2: 0.1484 loss_giou_2: 0.4697 loss_class_3: 0.3176 loss_bbox_3: 0.1459 loss_giou_3: 0.4659 loss_class_4: 0.3156 loss_bbox_4: 0.1455 loss_giou_4: 0.4647 loss_class_enc: 0.3673 loss_bbox_enc: 0.1748 loss_giou_enc: 0.5272 loss_class_dn: 0.1037 loss_bbox_dn: 0.234 loss_giou_dn: 0.5231 loss_class_dn_0: 0.1434 loss_bbox_dn_0: 0.3052 loss_giou_dn_0: 0.6549 loss_class_dn_1: 0.1184 loss_bbox_dn_1: 0.2522 loss_giou_dn_1: 0.5584 loss_class_dn_2: 0.109 loss_bbox_dn_2: 0.2399 loss_giou_dn_2: 0.5361 loss_class_dn_3: 0.1069 loss_bbox_dn_3: 0.2354 loss_giou_dn_3: 0.526 loss_class_dn_4: 0.1048 loss_bbox_dn_4: 0.2342 loss_giou_dn_4: 0.5231 time: 1.1160 data_time: 0.1003 lr: 0.0001 max_mem: 42360M [05/19 21:06:24 d2.utils.events]: eta: 2 days, 16:45:34 iter: 13549 total_loss: 12.12 loss_class: 0.3163 loss_bbox: 0.143 loss_giou: 0.4599 loss_class_0: 0.3833 loss_bbox_0: 0.1471 loss_giou_0: 0.475 loss_class_1: 0.3386 loss_bbox_1: 0.1476 loss_giou_1: 0.4747 loss_class_2: 0.3216 loss_bbox_2: 0.1449 loss_giou_2: 0.4692 loss_class_3: 0.3205 loss_bbox_3: 0.1443 loss_giou_3: 0.4626 loss_class_4: 0.3179 loss_bbox_4: 0.1431 loss_giou_4: 0.4589 loss_class_enc: 0.3657 loss_bbox_enc: 0.1734 loss_giou_enc: 0.5352 loss_class_dn: 0.1085 loss_bbox_dn: 0.225 loss_giou_dn: 0.5155 loss_class_dn_0: 0.1485 loss_bbox_dn_0: 0.2982 loss_giou_dn_0: 0.6626 loss_class_dn_1: 0.1245 loss_bbox_dn_1: 0.244 loss_giou_dn_1: 0.5527 loss_class_dn_2: 0.1154 loss_bbox_dn_2: 0.231 loss_giou_dn_2: 0.5286 loss_class_dn_3: 0.1128 loss_bbox_dn_3: 0.2266 loss_giou_dn_3: 0.5185 loss_class_dn_4: 0.1103 loss_bbox_dn_4: 0.2252 loss_giou_dn_4: 0.5154 time: 1.1160 data_time: 0.1009 lr: 0.0001 max_mem: 42360M [05/19 21:07:20 d2.utils.events]: eta: 2 days, 16:48:05 iter: 13599 total_loss: 12.15 loss_class: 0.3227 loss_bbox: 0.1446 loss_giou: 0.4549 loss_class_0: 0.3839 loss_bbox_0: 0.1557 loss_giou_0: 0.4667 loss_class_1: 0.3465 loss_bbox_1: 0.1547 loss_giou_1: 0.4648 loss_class_2: 0.3289 loss_bbox_2: 0.1477 loss_giou_2: 0.4621 loss_class_3: 0.3257 loss_bbox_3: 0.1458 loss_giou_3: 0.4557 loss_class_4: 0.324 loss_bbox_4: 0.1449 loss_giou_4: 0.4551 loss_class_enc: 0.3736 loss_bbox_enc: 0.1801 loss_giou_enc: 0.5183 loss_class_dn: 0.1076 loss_bbox_dn: 0.239 loss_giou_dn: 0.5139 loss_class_dn_0: 0.1479 loss_bbox_dn_0: 0.3037 loss_giou_dn_0: 0.6528 loss_class_dn_1: 0.1239 loss_bbox_dn_1: 0.2574 loss_giou_dn_1: 0.5462 loss_class_dn_2: 0.1145 loss_bbox_dn_2: 0.2448 loss_giou_dn_2: 0.527 loss_class_dn_3: 0.1112 loss_bbox_dn_3: 0.2402 loss_giou_dn_3: 0.5167 loss_class_dn_4: 0.1088 loss_bbox_dn_4: 0.2391 loss_giou_dn_4: 0.5138 time: 1.1160 data_time: 0.1048 lr: 0.0001 max_mem: 42360M [05/19 21:08:16 d2.utils.events]: eta: 2 days, 16:44:29 iter: 13649 total_loss: 12.14 loss_class: 0.3165 loss_bbox: 0.1418 loss_giou: 0.4588 loss_class_0: 0.3803 loss_bbox_0: 0.1489 loss_giou_0: 0.4742 loss_class_1: 0.3386 loss_bbox_1: 0.1492 loss_giou_1: 0.4666 loss_class_2: 0.322 loss_bbox_2: 0.145 loss_giou_2: 0.4637 loss_class_3: 0.3198 loss_bbox_3: 0.1433 loss_giou_3: 0.4614 loss_class_4: 0.3171 loss_bbox_4: 0.1429 loss_giou_4: 0.459 loss_class_enc: 0.3671 loss_bbox_enc: 0.1716 loss_giou_enc: 0.519 loss_class_dn: 0.1073 loss_bbox_dn: 0.2361 loss_giou_dn: 0.5114 loss_class_dn_0: 0.1482 loss_bbox_dn_0: 0.3009 loss_giou_dn_0: 0.6511 loss_class_dn_1: 0.1224 loss_bbox_dn_1: 0.255 loss_giou_dn_1: 0.5476 loss_class_dn_2: 0.1133 loss_bbox_dn_2: 0.2421 loss_giou_dn_2: 0.5248 loss_class_dn_3: 0.1111 loss_bbox_dn_3: 0.2373 loss_giou_dn_3: 0.5142 loss_class_dn_4: 0.1093 loss_bbox_dn_4: 0.2362 loss_giou_dn_4: 0.5113 time: 1.1161 data_time: 0.0976 lr: 0.0001 max_mem: 42360M [05/19 21:09:12 d2.utils.events]: eta: 2 days, 16:47:13 iter: 13699 total_loss: 12.1 loss_class: 0.3193 loss_bbox: 0.146 loss_giou: 0.4533 loss_class_0: 0.3782 loss_bbox_0: 0.1516 loss_giou_0: 0.4727 loss_class_1: 0.3401 loss_bbox_1: 0.1512 loss_giou_1: 0.4662 loss_class_2: 0.3219 loss_bbox_2: 0.1485 loss_giou_2: 0.4584 loss_class_3: 0.3219 loss_bbox_3: 0.1449 loss_giou_3: 0.4551 loss_class_4: 0.3206 loss_bbox_4: 0.1463 loss_giou_4: 0.4528 loss_class_enc: 0.3677 loss_bbox_enc: 0.1726 loss_giou_enc: 0.5228 loss_class_dn: 0.1072 loss_bbox_dn: 0.2304 loss_giou_dn: 0.5031 loss_class_dn_0: 0.1466 loss_bbox_dn_0: 0.3072 loss_giou_dn_0: 0.6418 loss_class_dn_1: 0.1222 loss_bbox_dn_1: 0.2488 loss_giou_dn_1: 0.5414 loss_class_dn_2: 0.1125 loss_bbox_dn_2: 0.2356 loss_giou_dn_2: 0.5173 loss_class_dn_3: 0.11 loss_bbox_dn_3: 0.2312 loss_giou_dn_3: 0.5059 loss_class_dn_4: 0.1085 loss_bbox_dn_4: 0.2304 loss_giou_dn_4: 0.503 time: 1.1160 data_time: 0.1022 lr: 0.0001 max_mem: 42360M [05/19 21:10:08 d2.utils.events]: eta: 2 days, 16:46:43 iter: 13749 total_loss: 12.34 loss_class: 0.3182 loss_bbox: 0.1488 loss_giou: 0.4494 loss_class_0: 0.3764 loss_bbox_0: 0.1588 loss_giou_0: 0.4679 loss_class_1: 0.3368 loss_bbox_1: 0.1572 loss_giou_1: 0.4639 loss_class_2: 0.324 loss_bbox_2: 0.1537 loss_giou_2: 0.4581 loss_class_3: 0.3206 loss_bbox_3: 0.151 loss_giou_3: 0.4541 loss_class_4: 0.3194 loss_bbox_4: 0.1497 loss_giou_4: 0.4496 loss_class_enc: 0.3692 loss_bbox_enc: 0.1792 loss_giou_enc: 0.5182 loss_class_dn: 0.1081 loss_bbox_dn: 0.2465 loss_giou_dn: 0.514 loss_class_dn_0: 0.1481 loss_bbox_dn_0: 0.3193 loss_giou_dn_0: 0.6489 loss_class_dn_1: 0.1226 loss_bbox_dn_1: 0.2665 loss_giou_dn_1: 0.5526 loss_class_dn_2: 0.1131 loss_bbox_dn_2: 0.2525 loss_giou_dn_2: 0.5287 loss_class_dn_3: 0.1106 loss_bbox_dn_3: 0.2476 loss_giou_dn_3: 0.5176 loss_class_dn_4: 0.1092 loss_bbox_dn_4: 0.2466 loss_giou_dn_4: 0.5141 time: 1.1160 data_time: 0.1069 lr: 0.0001 max_mem: 42360M [05/19 21:11:05 d2.utils.events]: eta: 2 days, 16:51:15 iter: 13799 total_loss: 11.95 loss_class: 0.3144 loss_bbox: 0.1453 loss_giou: 0.4496 loss_class_0: 0.3705 loss_bbox_0: 0.1544 loss_giou_0: 0.468 loss_class_1: 0.3355 loss_bbox_1: 0.1512 loss_giou_1: 0.4652 loss_class_2: 0.3184 loss_bbox_2: 0.15 loss_giou_2: 0.4585 loss_class_3: 0.3178 loss_bbox_3: 0.1464 loss_giou_3: 0.452 loss_class_4: 0.3154 loss_bbox_4: 0.1459 loss_giou_4: 0.4491 loss_class_enc: 0.3647 loss_bbox_enc: 0.176 loss_giou_enc: 0.5145 loss_class_dn: 0.1066 loss_bbox_dn: 0.2439 loss_giou_dn: 0.5059 loss_class_dn_0: 0.1467 loss_bbox_dn_0: 0.319 loss_giou_dn_0: 0.6338 loss_class_dn_1: 0.1229 loss_bbox_dn_1: 0.2635 loss_giou_dn_1: 0.539 loss_class_dn_2: 0.1126 loss_bbox_dn_2: 0.249 loss_giou_dn_2: 0.5181 loss_class_dn_3: 0.1106 loss_bbox_dn_3: 0.2448 loss_giou_dn_3: 0.5082 loss_class_dn_4: 0.1081 loss_bbox_dn_4: 0.2438 loss_giou_dn_4: 0.5059 time: 1.1161 data_time: 0.0981 lr: 0.0001 max_mem: 42360M [05/19 21:12:01 d2.utils.events]: eta: 2 days, 16:50:06 iter: 13849 total_loss: 12 loss_class: 0.3103 loss_bbox: 0.1412 loss_giou: 0.4545 loss_class_0: 0.3738 loss_bbox_0: 0.1493 loss_giou_0: 0.468 loss_class_1: 0.3341 loss_bbox_1: 0.148 loss_giou_1: 0.4691 loss_class_2: 0.3158 loss_bbox_2: 0.1442 loss_giou_2: 0.4601 loss_class_3: 0.3137 loss_bbox_3: 0.1408 loss_giou_3: 0.4552 loss_class_4: 0.3114 loss_bbox_4: 0.1408 loss_giou_4: 0.4544 loss_class_enc: 0.3639 loss_bbox_enc: 0.1746 loss_giou_enc: 0.5111 loss_class_dn: 0.1045 loss_bbox_dn: 0.2294 loss_giou_dn: 0.5074 loss_class_dn_0: 0.1422 loss_bbox_dn_0: 0.3055 loss_giou_dn_0: 0.6417 loss_class_dn_1: 0.1187 loss_bbox_dn_1: 0.2482 loss_giou_dn_1: 0.5422 loss_class_dn_2: 0.1099 loss_bbox_dn_2: 0.237 loss_giou_dn_2: 0.5204 loss_class_dn_3: 0.107 loss_bbox_dn_3: 0.2304 loss_giou_dn_3: 0.5102 loss_class_dn_4: 0.1052 loss_bbox_dn_4: 0.2294 loss_giou_dn_4: 0.5073 time: 1.1161 data_time: 0.0972 lr: 0.0001 max_mem: 42360M [05/19 21:12:57 d2.utils.events]: eta: 2 days, 16:50:30 iter: 13899 total_loss: 12.31 loss_class: 0.3202 loss_bbox: 0.1416 loss_giou: 0.4544 loss_class_0: 0.3773 loss_bbox_0: 0.1489 loss_giou_0: 0.4751 loss_class_1: 0.3406 loss_bbox_1: 0.1472 loss_giou_1: 0.4701 loss_class_2: 0.3249 loss_bbox_2: 0.1438 loss_giou_2: 0.4618 loss_class_3: 0.3222 loss_bbox_3: 0.1431 loss_giou_3: 0.4581 loss_class_4: 0.3212 loss_bbox_4: 0.1412 loss_giou_4: 0.4555 loss_class_enc: 0.3705 loss_bbox_enc: 0.1727 loss_giou_enc: 0.5153 loss_class_dn: 0.1071 loss_bbox_dn: 0.2331 loss_giou_dn: 0.5153 loss_class_dn_0: 0.1464 loss_bbox_dn_0: 0.3103 loss_giou_dn_0: 0.6537 loss_class_dn_1: 0.1218 loss_bbox_dn_1: 0.255 loss_giou_dn_1: 0.5494 loss_class_dn_2: 0.113 loss_bbox_dn_2: 0.2403 loss_giou_dn_2: 0.5279 loss_class_dn_3: 0.1102 loss_bbox_dn_3: 0.2343 loss_giou_dn_3: 0.5183 loss_class_dn_4: 0.1079 loss_bbox_dn_4: 0.2332 loss_giou_dn_4: 0.5153 time: 1.1161 data_time: 0.0989 lr: 0.0001 max_mem: 42360M [05/19 21:13:53 d2.utils.events]: eta: 2 days, 16:50:47 iter: 13949 total_loss: 11.91 loss_class: 0.3083 loss_bbox: 0.1395 loss_giou: 0.4418 loss_class_0: 0.3702 loss_bbox_0: 0.1487 loss_giou_0: 0.4624 loss_class_1: 0.33 loss_bbox_1: 0.1469 loss_giou_1: 0.4542 loss_class_2: 0.3148 loss_bbox_2: 0.1445 loss_giou_2: 0.4514 loss_class_3: 0.3121 loss_bbox_3: 0.1404 loss_giou_3: 0.442 loss_class_4: 0.3092 loss_bbox_4: 0.1395 loss_giou_4: 0.4409 loss_class_enc: 0.3633 loss_bbox_enc: 0.172 loss_giou_enc: 0.5023 loss_class_dn: 0.1055 loss_bbox_dn: 0.2285 loss_giou_dn: 0.5037 loss_class_dn_0: 0.1474 loss_bbox_dn_0: 0.2999 loss_giou_dn_0: 0.6463 loss_class_dn_1: 0.1211 loss_bbox_dn_1: 0.2468 loss_giou_dn_1: 0.5411 loss_class_dn_2: 0.1114 loss_bbox_dn_2: 0.2343 loss_giou_dn_2: 0.5169 loss_class_dn_3: 0.1095 loss_bbox_dn_3: 0.2295 loss_giou_dn_3: 0.5067 loss_class_dn_4: 0.1072 loss_bbox_dn_4: 0.2284 loss_giou_dn_4: 0.5037 time: 1.1160 data_time: 0.0988 lr: 0.0001 max_mem: 42360M [05/19 21:14:49 d2.utils.events]: eta: 2 days, 16:49:52 iter: 13999 total_loss: 12.21 loss_class: 0.3166 loss_bbox: 0.1415 loss_giou: 0.4593 loss_class_0: 0.3733 loss_bbox_0: 0.1496 loss_giou_0: 0.4796 loss_class_1: 0.3352 loss_bbox_1: 0.1478 loss_giou_1: 0.4733 loss_class_2: 0.3188 loss_bbox_2: 0.1444 loss_giou_2: 0.4676 loss_class_3: 0.3168 loss_bbox_3: 0.1427 loss_giou_3: 0.4612 loss_class_4: 0.3154 loss_bbox_4: 0.141 loss_giou_4: 0.4595 loss_class_enc: 0.3669 loss_bbox_enc: 0.1728 loss_giou_enc: 0.5237 loss_class_dn: 0.1078 loss_bbox_dn: 0.2343 loss_giou_dn: 0.521 loss_class_dn_0: 0.1487 loss_bbox_dn_0: 0.3067 loss_giou_dn_0: 0.6606 loss_class_dn_1: 0.1236 loss_bbox_dn_1: 0.2502 loss_giou_dn_1: 0.5564 loss_class_dn_2: 0.1138 loss_bbox_dn_2: 0.2392 loss_giou_dn_2: 0.5349 loss_class_dn_3: 0.1114 loss_bbox_dn_3: 0.2353 loss_giou_dn_3: 0.5244 loss_class_dn_4: 0.109 loss_bbox_dn_4: 0.2343 loss_giou_dn_4: 0.521 time: 1.1160 data_time: 0.0994 lr: 0.0001 max_mem: 42360M [05/19 21:15:45 d2.utils.events]: eta: 2 days, 16:47:02 iter: 14049 total_loss: 12.01 loss_class: 0.3072 loss_bbox: 0.141 loss_giou: 0.4562 loss_class_0: 0.3717 loss_bbox_0: 0.1483 loss_giou_0: 0.4688 loss_class_1: 0.3285 loss_bbox_1: 0.1462 loss_giou_1: 0.4664 loss_class_2: 0.3139 loss_bbox_2: 0.1431 loss_giou_2: 0.4588 loss_class_3: 0.313 loss_bbox_3: 0.1414 loss_giou_3: 0.4582 loss_class_4: 0.3096 loss_bbox_4: 0.1411 loss_giou_4: 0.4561 loss_class_enc: 0.363 loss_bbox_enc: 0.1718 loss_giou_enc: 0.5127 loss_class_dn: 0.1054 loss_bbox_dn: 0.2274 loss_giou_dn: 0.513 loss_class_dn_0: 0.1451 loss_bbox_dn_0: 0.3044 loss_giou_dn_0: 0.6442 loss_class_dn_1: 0.1195 loss_bbox_dn_1: 0.2497 loss_giou_dn_1: 0.5476 loss_class_dn_2: 0.111 loss_bbox_dn_2: 0.2341 loss_giou_dn_2: 0.5272 loss_class_dn_3: 0.1088 loss_bbox_dn_3: 0.2284 loss_giou_dn_3: 0.5154 loss_class_dn_4: 0.107 loss_bbox_dn_4: 0.2275 loss_giou_dn_4: 0.513 time: 1.1160 data_time: 0.0991 lr: 0.0001 max_mem: 42360M [05/19 21:16:41 d2.utils.events]: eta: 2 days, 16:45:41 iter: 14099 total_loss: 12.22 loss_class: 0.3179 loss_bbox: 0.1444 loss_giou: 0.4539 loss_class_0: 0.3727 loss_bbox_0: 0.1521 loss_giou_0: 0.4775 loss_class_1: 0.3365 loss_bbox_1: 0.1499 loss_giou_1: 0.4678 loss_class_2: 0.3196 loss_bbox_2: 0.1456 loss_giou_2: 0.4619 loss_class_3: 0.3202 loss_bbox_3: 0.1454 loss_giou_3: 0.457 loss_class_4: 0.3184 loss_bbox_4: 0.1446 loss_giou_4: 0.4533 loss_class_enc: 0.3659 loss_bbox_enc: 0.1721 loss_giou_enc: 0.5282 loss_class_dn: 0.1066 loss_bbox_dn: 0.2342 loss_giou_dn: 0.5183 loss_class_dn_0: 0.1455 loss_bbox_dn_0: 0.3075 loss_giou_dn_0: 0.6558 loss_class_dn_1: 0.1211 loss_bbox_dn_1: 0.2527 loss_giou_dn_1: 0.555 loss_class_dn_2: 0.1114 loss_bbox_dn_2: 0.2396 loss_giou_dn_2: 0.5328 loss_class_dn_3: 0.1094 loss_bbox_dn_3: 0.2351 loss_giou_dn_3: 0.5215 loss_class_dn_4: 0.1075 loss_bbox_dn_4: 0.2342 loss_giou_dn_4: 0.5182 time: 1.1160 data_time: 0.0981 lr: 0.0001 max_mem: 42360M [05/19 21:17:38 d2.utils.events]: eta: 2 days, 16:50:27 iter: 14149 total_loss: 11.95 loss_class: 0.3072 loss_bbox: 0.1397 loss_giou: 0.4431 loss_class_0: 0.3705 loss_bbox_0: 0.1484 loss_giou_0: 0.4574 loss_class_1: 0.3321 loss_bbox_1: 0.1439 loss_giou_1: 0.4524 loss_class_2: 0.313 loss_bbox_2: 0.1422 loss_giou_2: 0.4525 loss_class_3: 0.3107 loss_bbox_3: 0.1402 loss_giou_3: 0.4453 loss_class_4: 0.3072 loss_bbox_4: 0.1395 loss_giou_4: 0.4439 loss_class_enc: 0.3581 loss_bbox_enc: 0.1763 loss_giou_enc: 0.5067 loss_class_dn: 0.1056 loss_bbox_dn: 0.2344 loss_giou_dn: 0.5058 loss_class_dn_0: 0.146 loss_bbox_dn_0: 0.3083 loss_giou_dn_0: 0.643 loss_class_dn_1: 0.1229 loss_bbox_dn_1: 0.2537 loss_giou_dn_1: 0.5415 loss_class_dn_2: 0.1124 loss_bbox_dn_2: 0.2396 loss_giou_dn_2: 0.5182 loss_class_dn_3: 0.11 loss_bbox_dn_3: 0.2352 loss_giou_dn_3: 0.5079 loss_class_dn_4: 0.1075 loss_bbox_dn_4: 0.2345 loss_giou_dn_4: 0.5059 time: 1.1160 data_time: 0.0979 lr: 0.0001 max_mem: 42360M [05/19 21:18:35 d2.utils.events]: eta: 2 days, 16:55:03 iter: 14199 total_loss: 12.31 loss_class: 0.318 loss_bbox: 0.1413 loss_giou: 0.4517 loss_class_0: 0.3804 loss_bbox_0: 0.1514 loss_giou_0: 0.4712 loss_class_1: 0.3383 loss_bbox_1: 0.1486 loss_giou_1: 0.4703 loss_class_2: 0.3254 loss_bbox_2: 0.1461 loss_giou_2: 0.4593 loss_class_3: 0.3218 loss_bbox_3: 0.1448 loss_giou_3: 0.4544 loss_class_4: 0.3204 loss_bbox_4: 0.1418 loss_giou_4: 0.4514 loss_class_enc: 0.3722 loss_bbox_enc: 0.1729 loss_giou_enc: 0.5142 loss_class_dn: 0.1136 loss_bbox_dn: 0.2253 loss_giou_dn: 0.516 loss_class_dn_0: 0.1535 loss_bbox_dn_0: 0.2997 loss_giou_dn_0: 0.6532 loss_class_dn_1: 0.1274 loss_bbox_dn_1: 0.2459 loss_giou_dn_1: 0.5513 loss_class_dn_2: 0.1184 loss_bbox_dn_2: 0.2315 loss_giou_dn_2: 0.5292 loss_class_dn_3: 0.1165 loss_bbox_dn_3: 0.226 loss_giou_dn_3: 0.5187 loss_class_dn_4: 0.1148 loss_bbox_dn_4: 0.2253 loss_giou_dn_4: 0.5161 time: 1.1161 data_time: 0.1018 lr: 0.0001 max_mem: 42360M [05/19 21:19:31 d2.utils.events]: eta: 2 days, 16:55:45 iter: 14249 total_loss: 12.11 loss_class: 0.3122 loss_bbox: 0.1429 loss_giou: 0.449 loss_class_0: 0.3722 loss_bbox_0: 0.1549 loss_giou_0: 0.4694 loss_class_1: 0.3299 loss_bbox_1: 0.1515 loss_giou_1: 0.4615 loss_class_2: 0.3158 loss_bbox_2: 0.1476 loss_giou_2: 0.4573 loss_class_3: 0.3147 loss_bbox_3: 0.1441 loss_giou_3: 0.4538 loss_class_4: 0.3122 loss_bbox_4: 0.1427 loss_giou_4: 0.4496 loss_class_enc: 0.3632 loss_bbox_enc: 0.1708 loss_giou_enc: 0.515 loss_class_dn: 0.1051 loss_bbox_dn: 0.2232 loss_giou_dn: 0.5098 loss_class_dn_0: 0.1468 loss_bbox_dn_0: 0.3043 loss_giou_dn_0: 0.6465 loss_class_dn_1: 0.1209 loss_bbox_dn_1: 0.2451 loss_giou_dn_1: 0.5469 loss_class_dn_2: 0.1114 loss_bbox_dn_2: 0.2288 loss_giou_dn_2: 0.5228 loss_class_dn_3: 0.109 loss_bbox_dn_3: 0.2245 loss_giou_dn_3: 0.5131 loss_class_dn_4: 0.106 loss_bbox_dn_4: 0.2233 loss_giou_dn_4: 0.5097 time: 1.1161 data_time: 0.0984 lr: 0.0001 max_mem: 42360M [05/19 21:20:27 d2.utils.events]: eta: 2 days, 16:53:09 iter: 14299 total_loss: 11.99 loss_class: 0.3088 loss_bbox: 0.141 loss_giou: 0.4545 loss_class_0: 0.37 loss_bbox_0: 0.1473 loss_giou_0: 0.4713 loss_class_1: 0.3306 loss_bbox_1: 0.1459 loss_giou_1: 0.4688 loss_class_2: 0.3137 loss_bbox_2: 0.1425 loss_giou_2: 0.4616 loss_class_3: 0.3125 loss_bbox_3: 0.1405 loss_giou_3: 0.4572 loss_class_4: 0.3109 loss_bbox_4: 0.1409 loss_giou_4: 0.4549 loss_class_enc: 0.3591 loss_bbox_enc: 0.1685 loss_giou_enc: 0.5211 loss_class_dn: 0.1063 loss_bbox_dn: 0.2195 loss_giou_dn: 0.5017 loss_class_dn_0: 0.1464 loss_bbox_dn_0: 0.2879 loss_giou_dn_0: 0.6397 loss_class_dn_1: 0.1205 loss_bbox_dn_1: 0.2384 loss_giou_dn_1: 0.5385 loss_class_dn_2: 0.112 loss_bbox_dn_2: 0.2249 loss_giou_dn_2: 0.5151 loss_class_dn_3: 0.1094 loss_bbox_dn_3: 0.2205 loss_giou_dn_3: 0.5046 loss_class_dn_4: 0.1077 loss_bbox_dn_4: 0.2196 loss_giou_dn_4: 0.5016 time: 1.1161 data_time: 0.0973 lr: 0.0001 max_mem: 42360M [05/19 21:21:23 d2.utils.events]: eta: 2 days, 16:55:53 iter: 14349 total_loss: 11.98 loss_class: 0.314 loss_bbox: 0.1392 loss_giou: 0.4576 loss_class_0: 0.3706 loss_bbox_0: 0.1479 loss_giou_0: 0.4662 loss_class_1: 0.3306 loss_bbox_1: 0.1442 loss_giou_1: 0.4682 loss_class_2: 0.3191 loss_bbox_2: 0.1442 loss_giou_2: 0.4652 loss_class_3: 0.3156 loss_bbox_3: 0.1409 loss_giou_3: 0.4588 loss_class_4: 0.3129 loss_bbox_4: 0.1398 loss_giou_4: 0.4581 loss_class_enc: 0.3628 loss_bbox_enc: 0.1685 loss_giou_enc: 0.5165 loss_class_dn: 0.106 loss_bbox_dn: 0.2243 loss_giou_dn: 0.5133 loss_class_dn_0: 0.1453 loss_bbox_dn_0: 0.2941 loss_giou_dn_0: 0.6457 loss_class_dn_1: 0.1211 loss_bbox_dn_1: 0.2445 loss_giou_dn_1: 0.5474 loss_class_dn_2: 0.1122 loss_bbox_dn_2: 0.2305 loss_giou_dn_2: 0.5258 loss_class_dn_3: 0.1101 loss_bbox_dn_3: 0.2254 loss_giou_dn_3: 0.516 loss_class_dn_4: 0.1074 loss_bbox_dn_4: 0.2242 loss_giou_dn_4: 0.5132 time: 1.1161 data_time: 0.0975 lr: 0.0001 max_mem: 42360M [05/19 21:22:19 d2.utils.events]: eta: 2 days, 16:52:12 iter: 14399 total_loss: 12 loss_class: 0.3068 loss_bbox: 0.145 loss_giou: 0.4512 loss_class_0: 0.3671 loss_bbox_0: 0.153 loss_giou_0: 0.4668 loss_class_1: 0.329 loss_bbox_1: 0.1529 loss_giou_1: 0.4603 loss_class_2: 0.313 loss_bbox_2: 0.1496 loss_giou_2: 0.454 loss_class_3: 0.3101 loss_bbox_3: 0.1473 loss_giou_3: 0.4513 loss_class_4: 0.3083 loss_bbox_4: 0.1457 loss_giou_4: 0.451 loss_class_enc: 0.3572 loss_bbox_enc: 0.1762 loss_giou_enc: 0.5064 loss_class_dn: 0.1047 loss_bbox_dn: 0.2363 loss_giou_dn: 0.5115 loss_class_dn_0: 0.1445 loss_bbox_dn_0: 0.3049 loss_giou_dn_0: 0.6521 loss_class_dn_1: 0.1196 loss_bbox_dn_1: 0.2555 loss_giou_dn_1: 0.5477 loss_class_dn_2: 0.1105 loss_bbox_dn_2: 0.242 loss_giou_dn_2: 0.5249 loss_class_dn_3: 0.1081 loss_bbox_dn_3: 0.2377 loss_giou_dn_3: 0.5146 loss_class_dn_4: 0.1059 loss_bbox_dn_4: 0.2364 loss_giou_dn_4: 0.5114 time: 1.1161 data_time: 0.0967 lr: 0.0001 max_mem: 42360M [05/19 21:23:15 d2.utils.events]: eta: 2 days, 16:50:23 iter: 14449 total_loss: 12.26 loss_class: 0.3238 loss_bbox: 0.1433 loss_giou: 0.4497 loss_class_0: 0.3769 loss_bbox_0: 0.1517 loss_giou_0: 0.4697 loss_class_1: 0.3405 loss_bbox_1: 0.15 loss_giou_1: 0.4603 loss_class_2: 0.3291 loss_bbox_2: 0.1446 loss_giou_2: 0.4549 loss_class_3: 0.3253 loss_bbox_3: 0.1433 loss_giou_3: 0.4513 loss_class_4: 0.3242 loss_bbox_4: 0.143 loss_giou_4: 0.4504 loss_class_enc: 0.3676 loss_bbox_enc: 0.1705 loss_giou_enc: 0.516 loss_class_dn: 0.1067 loss_bbox_dn: 0.2266 loss_giou_dn: 0.505 loss_class_dn_0: 0.1458 loss_bbox_dn_0: 0.3007 loss_giou_dn_0: 0.6425 loss_class_dn_1: 0.1203 loss_bbox_dn_1: 0.2484 loss_giou_dn_1: 0.5445 loss_class_dn_2: 0.111 loss_bbox_dn_2: 0.2327 loss_giou_dn_2: 0.5193 loss_class_dn_3: 0.1086 loss_bbox_dn_3: 0.2276 loss_giou_dn_3: 0.5092 loss_class_dn_4: 0.1072 loss_bbox_dn_4: 0.2267 loss_giou_dn_4: 0.5049 time: 1.1160 data_time: 0.0980 lr: 0.0001 max_mem: 42360M [05/19 21:24:11 d2.utils.events]: eta: 2 days, 16:54:38 iter: 14499 total_loss: 12 loss_class: 0.3188 loss_bbox: 0.1411 loss_giou: 0.4424 loss_class_0: 0.38 loss_bbox_0: 0.1498 loss_giou_0: 0.461 loss_class_1: 0.3428 loss_bbox_1: 0.1469 loss_giou_1: 0.4531 loss_class_2: 0.3265 loss_bbox_2: 0.1435 loss_giou_2: 0.4486 loss_class_3: 0.3221 loss_bbox_3: 0.1415 loss_giou_3: 0.4457 loss_class_4: 0.3212 loss_bbox_4: 0.1408 loss_giou_4: 0.4426 loss_class_enc: 0.3715 loss_bbox_enc: 0.1709 loss_giou_enc: 0.5121 loss_class_dn: 0.1117 loss_bbox_dn: 0.2228 loss_giou_dn: 0.5103 loss_class_dn_0: 0.1506 loss_bbox_dn_0: 0.3013 loss_giou_dn_0: 0.6434 loss_class_dn_1: 0.1265 loss_bbox_dn_1: 0.2443 loss_giou_dn_1: 0.5453 loss_class_dn_2: 0.1172 loss_bbox_dn_2: 0.2294 loss_giou_dn_2: 0.5222 loss_class_dn_3: 0.1152 loss_bbox_dn_3: 0.2236 loss_giou_dn_3: 0.5132 loss_class_dn_4: 0.113 loss_bbox_dn_4: 0.2229 loss_giou_dn_4: 0.5103 time: 1.1160 data_time: 0.1007 lr: 0.0001 max_mem: 42360M [05/19 21:25:07 d2.utils.events]: eta: 2 days, 16:52:11 iter: 14549 total_loss: 11.96 loss_class: 0.3105 loss_bbox: 0.1408 loss_giou: 0.4429 loss_class_0: 0.3723 loss_bbox_0: 0.1486 loss_giou_0: 0.4547 loss_class_1: 0.3312 loss_bbox_1: 0.1486 loss_giou_1: 0.452 loss_class_2: 0.3151 loss_bbox_2: 0.1451 loss_giou_2: 0.4489 loss_class_3: 0.3126 loss_bbox_3: 0.1423 loss_giou_3: 0.4432 loss_class_4: 0.3122 loss_bbox_4: 0.1412 loss_giou_4: 0.4424 loss_class_enc: 0.3614 loss_bbox_enc: 0.1688 loss_giou_enc: 0.5003 loss_class_dn: 0.1057 loss_bbox_dn: 0.2293 loss_giou_dn: 0.4982 loss_class_dn_0: 0.1475 loss_bbox_dn_0: 0.3052 loss_giou_dn_0: 0.635 loss_class_dn_1: 0.1217 loss_bbox_dn_1: 0.2485 loss_giou_dn_1: 0.5321 loss_class_dn_2: 0.1122 loss_bbox_dn_2: 0.2348 loss_giou_dn_2: 0.5112 loss_class_dn_3: 0.11 loss_bbox_dn_3: 0.2301 loss_giou_dn_3: 0.5003 loss_class_dn_4: 0.1067 loss_bbox_dn_4: 0.2294 loss_giou_dn_4: 0.4981 time: 1.1160 data_time: 0.0992 lr: 0.0001 max_mem: 42360M [05/19 21:26:03 d2.utils.events]: eta: 2 days, 16:51:15 iter: 14599 total_loss: 12.06 loss_class: 0.3165 loss_bbox: 0.1405 loss_giou: 0.4565 loss_class_0: 0.375 loss_bbox_0: 0.1497 loss_giou_0: 0.4712 loss_class_1: 0.3361 loss_bbox_1: 0.1489 loss_giou_1: 0.4705 loss_class_2: 0.3237 loss_bbox_2: 0.143 loss_giou_2: 0.4654 loss_class_3: 0.3182 loss_bbox_3: 0.1429 loss_giou_3: 0.4593 loss_class_4: 0.3164 loss_bbox_4: 0.1409 loss_giou_4: 0.4566 loss_class_enc: 0.3685 loss_bbox_enc: 0.1703 loss_giou_enc: 0.5214 loss_class_dn: 0.1085 loss_bbox_dn: 0.2297 loss_giou_dn: 0.5151 loss_class_dn_0: 0.1488 loss_bbox_dn_0: 0.3059 loss_giou_dn_0: 0.6513 loss_class_dn_1: 0.1247 loss_bbox_dn_1: 0.2521 loss_giou_dn_1: 0.5504 loss_class_dn_2: 0.1164 loss_bbox_dn_2: 0.2362 loss_giou_dn_2: 0.5265 loss_class_dn_3: 0.1132 loss_bbox_dn_3: 0.2306 loss_giou_dn_3: 0.5183 loss_class_dn_4: 0.1108 loss_bbox_dn_4: 0.2297 loss_giou_dn_4: 0.5151 time: 1.1160 data_time: 0.0974 lr: 0.0001 max_mem: 42360M [05/19 21:26:59 d2.utils.events]: eta: 2 days, 16:50:59 iter: 14649 total_loss: 12.18 loss_class: 0.3147 loss_bbox: 0.1419 loss_giou: 0.449 loss_class_0: 0.3774 loss_bbox_0: 0.1474 loss_giou_0: 0.462 loss_class_1: 0.3338 loss_bbox_1: 0.1475 loss_giou_1: 0.4598 loss_class_2: 0.3228 loss_bbox_2: 0.144 loss_giou_2: 0.4522 loss_class_3: 0.3177 loss_bbox_3: 0.1433 loss_giou_3: 0.4512 loss_class_4: 0.3164 loss_bbox_4: 0.142 loss_giou_4: 0.4492 loss_class_enc: 0.3693 loss_bbox_enc: 0.1671 loss_giou_enc: 0.5073 loss_class_dn: 0.106 loss_bbox_dn: 0.2302 loss_giou_dn: 0.5031 loss_class_dn_0: 0.1459 loss_bbox_dn_0: 0.3024 loss_giou_dn_0: 0.6418 loss_class_dn_1: 0.1213 loss_bbox_dn_1: 0.2486 loss_giou_dn_1: 0.5416 loss_class_dn_2: 0.1116 loss_bbox_dn_2: 0.2347 loss_giou_dn_2: 0.5179 loss_class_dn_3: 0.1093 loss_bbox_dn_3: 0.2309 loss_giou_dn_3: 0.5065 loss_class_dn_4: 0.1075 loss_bbox_dn_4: 0.2303 loss_giou_dn_4: 0.503 time: 1.1160 data_time: 0.1101 lr: 0.0001 max_mem: 42360M [05/19 21:27:55 d2.utils.events]: eta: 2 days, 16:47:42 iter: 14699 total_loss: 11.73 loss_class: 0.3082 loss_bbox: 0.1426 loss_giou: 0.4467 loss_class_0: 0.3642 loss_bbox_0: 0.1505 loss_giou_0: 0.4679 loss_class_1: 0.3268 loss_bbox_1: 0.15 loss_giou_1: 0.4603 loss_class_2: 0.3117 loss_bbox_2: 0.1452 loss_giou_2: 0.453 loss_class_3: 0.3108 loss_bbox_3: 0.1438 loss_giou_3: 0.4493 loss_class_4: 0.3105 loss_bbox_4: 0.1421 loss_giou_4: 0.4481 loss_class_enc: 0.36 loss_bbox_enc: 0.1722 loss_giou_enc: 0.5115 loss_class_dn: 0.09714 loss_bbox_dn: 0.2282 loss_giou_dn: 0.4961 loss_class_dn_0: 0.1386 loss_bbox_dn_0: 0.2999 loss_giou_dn_0: 0.634 loss_class_dn_1: 0.1138 loss_bbox_dn_1: 0.2465 loss_giou_dn_1: 0.5322 loss_class_dn_2: 0.1045 loss_bbox_dn_2: 0.2336 loss_giou_dn_2: 0.509 loss_class_dn_3: 0.1015 loss_bbox_dn_3: 0.229 loss_giou_dn_3: 0.4986 loss_class_dn_4: 0.09951 loss_bbox_dn_4: 0.2283 loss_giou_dn_4: 0.4961 time: 1.1160 data_time: 0.0953 lr: 0.0001 max_mem: 42360M [05/19 21:28:51 d2.utils.events]: eta: 2 days, 16:46:29 iter: 14749 total_loss: 12.15 loss_class: 0.3127 loss_bbox: 0.1398 loss_giou: 0.4656 loss_class_0: 0.3648 loss_bbox_0: 0.149 loss_giou_0: 0.4886 loss_class_1: 0.3292 loss_bbox_1: 0.1475 loss_giou_1: 0.4821 loss_class_2: 0.3145 loss_bbox_2: 0.144 loss_giou_2: 0.4745 loss_class_3: 0.3131 loss_bbox_3: 0.1413 loss_giou_3: 0.4671 loss_class_4: 0.3134 loss_bbox_4: 0.1395 loss_giou_4: 0.4664 loss_class_enc: 0.3614 loss_bbox_enc: 0.1693 loss_giou_enc: 0.5307 loss_class_dn: 0.1012 loss_bbox_dn: 0.2257 loss_giou_dn: 0.5137 loss_class_dn_0: 0.1417 loss_bbox_dn_0: 0.2919 loss_giou_dn_0: 0.6463 loss_class_dn_1: 0.118 loss_bbox_dn_1: 0.2423 loss_giou_dn_1: 0.5456 loss_class_dn_2: 0.1071 loss_bbox_dn_2: 0.2301 loss_giou_dn_2: 0.5244 loss_class_dn_3: 0.1051 loss_bbox_dn_3: 0.2263 loss_giou_dn_3: 0.5153 loss_class_dn_4: 0.103 loss_bbox_dn_4: 0.2257 loss_giou_dn_4: 0.5136 time: 1.1159 data_time: 0.1069 lr: 0.0001 max_mem: 42360M [05/19 21:29:47 d2.utils.events]: eta: 2 days, 16:43:44 iter: 14799 total_loss: 12 loss_class: 0.3141 loss_bbox: 0.1373 loss_giou: 0.4532 loss_class_0: 0.3759 loss_bbox_0: 0.1495 loss_giou_0: 0.4757 loss_class_1: 0.3352 loss_bbox_1: 0.148 loss_giou_1: 0.4744 loss_class_2: 0.3195 loss_bbox_2: 0.1425 loss_giou_2: 0.4623 loss_class_3: 0.3176 loss_bbox_3: 0.1388 loss_giou_3: 0.4558 loss_class_4: 0.3155 loss_bbox_4: 0.1383 loss_giou_4: 0.4541 loss_class_enc: 0.3679 loss_bbox_enc: 0.1709 loss_giou_enc: 0.5218 loss_class_dn: 0.1058 loss_bbox_dn: 0.2193 loss_giou_dn: 0.5052 loss_class_dn_0: 0.1463 loss_bbox_dn_0: 0.2939 loss_giou_dn_0: 0.6404 loss_class_dn_1: 0.1217 loss_bbox_dn_1: 0.2408 loss_giou_dn_1: 0.5422 loss_class_dn_2: 0.1124 loss_bbox_dn_2: 0.2267 loss_giou_dn_2: 0.5198 loss_class_dn_3: 0.1094 loss_bbox_dn_3: 0.221 loss_giou_dn_3: 0.5082 loss_class_dn_4: 0.1073 loss_bbox_dn_4: 0.2195 loss_giou_dn_4: 0.505 time: 1.1160 data_time: 0.0976 lr: 0.0001 max_mem: 42360M [05/19 21:30:43 d2.utils.events]: eta: 2 days, 16:44:38 iter: 14849 total_loss: 11.86 loss_class: 0.308 loss_bbox: 0.1411 loss_giou: 0.4492 loss_class_0: 0.3671 loss_bbox_0: 0.1485 loss_giou_0: 0.4614 loss_class_1: 0.3307 loss_bbox_1: 0.1472 loss_giou_1: 0.4569 loss_class_2: 0.3148 loss_bbox_2: 0.1428 loss_giou_2: 0.4532 loss_class_3: 0.312 loss_bbox_3: 0.1422 loss_giou_3: 0.451 loss_class_4: 0.3085 loss_bbox_4: 0.1425 loss_giou_4: 0.4491 loss_class_enc: 0.3584 loss_bbox_enc: 0.1714 loss_giou_enc: 0.5073 loss_class_dn: 0.1024 loss_bbox_dn: 0.2293 loss_giou_dn: 0.496 loss_class_dn_0: 0.1396 loss_bbox_dn_0: 0.2994 loss_giou_dn_0: 0.6314 loss_class_dn_1: 0.1149 loss_bbox_dn_1: 0.2479 loss_giou_dn_1: 0.5304 loss_class_dn_2: 0.1073 loss_bbox_dn_2: 0.2354 loss_giou_dn_2: 0.5089 loss_class_dn_3: 0.1055 loss_bbox_dn_3: 0.2305 loss_giou_dn_3: 0.4991 loss_class_dn_4: 0.1037 loss_bbox_dn_4: 0.2294 loss_giou_dn_4: 0.4959 time: 1.1159 data_time: 0.0965 lr: 0.0001 max_mem: 42360M [05/19 21:31:39 d2.utils.events]: eta: 2 days, 16:41:37 iter: 14899 total_loss: 12.26 loss_class: 0.3207 loss_bbox: 0.1441 loss_giou: 0.4619 loss_class_0: 0.3766 loss_bbox_0: 0.1509 loss_giou_0: 0.4823 loss_class_1: 0.3401 loss_bbox_1: 0.1498 loss_giou_1: 0.4766 loss_class_2: 0.3237 loss_bbox_2: 0.1472 loss_giou_2: 0.4736 loss_class_3: 0.3223 loss_bbox_3: 0.1447 loss_giou_3: 0.4652 loss_class_4: 0.3214 loss_bbox_4: 0.1453 loss_giou_4: 0.4627 loss_class_enc: 0.3685 loss_bbox_enc: 0.1734 loss_giou_enc: 0.5304 loss_class_dn: 0.1042 loss_bbox_dn: 0.2316 loss_giou_dn: 0.5148 loss_class_dn_0: 0.1463 loss_bbox_dn_0: 0.3044 loss_giou_dn_0: 0.6551 loss_class_dn_1: 0.1208 loss_bbox_dn_1: 0.2537 loss_giou_dn_1: 0.5526 loss_class_dn_2: 0.1119 loss_bbox_dn_2: 0.239 loss_giou_dn_2: 0.5285 loss_class_dn_3: 0.1093 loss_bbox_dn_3: 0.2329 loss_giou_dn_3: 0.5177 loss_class_dn_4: 0.1062 loss_bbox_dn_4: 0.2315 loss_giou_dn_4: 0.5146 time: 1.1159 data_time: 0.0947 lr: 0.0001 max_mem: 42360M [05/19 21:32:35 d2.utils.events]: eta: 2 days, 16:40:06 iter: 14949 total_loss: 11.98 loss_class: 0.3115 loss_bbox: 0.1399 loss_giou: 0.4472 loss_class_0: 0.3675 loss_bbox_0: 0.1493 loss_giou_0: 0.4669 loss_class_1: 0.3328 loss_bbox_1: 0.1496 loss_giou_1: 0.4596 loss_class_2: 0.3183 loss_bbox_2: 0.1429 loss_giou_2: 0.4533 loss_class_3: 0.3156 loss_bbox_3: 0.1419 loss_giou_3: 0.448 loss_class_4: 0.3126 loss_bbox_4: 0.1404 loss_giou_4: 0.4479 loss_class_enc: 0.3573 loss_bbox_enc: 0.1716 loss_giou_enc: 0.5143 loss_class_dn: 0.1079 loss_bbox_dn: 0.2318 loss_giou_dn: 0.5051 loss_class_dn_0: 0.1471 loss_bbox_dn_0: 0.3036 loss_giou_dn_0: 0.6369 loss_class_dn_1: 0.1224 loss_bbox_dn_1: 0.2521 loss_giou_dn_1: 0.5393 loss_class_dn_2: 0.1139 loss_bbox_dn_2: 0.2371 loss_giou_dn_2: 0.5159 loss_class_dn_3: 0.1115 loss_bbox_dn_3: 0.2328 loss_giou_dn_3: 0.5072 loss_class_dn_4: 0.1086 loss_bbox_dn_4: 0.2319 loss_giou_dn_4: 0.5051 time: 1.1159 data_time: 0.1011 lr: 0.0001 max_mem: 42360M [05/19 21:33:31 d2.utils.events]: eta: 2 days, 16:35:47 iter: 14999 total_loss: 11.9 loss_class: 0.3118 loss_bbox: 0.1398 loss_giou: 0.4358 loss_class_0: 0.3708 loss_bbox_0: 0.146 loss_giou_0: 0.4524 loss_class_1: 0.3339 loss_bbox_1: 0.1451 loss_giou_1: 0.4502 loss_class_2: 0.3183 loss_bbox_2: 0.1432 loss_giou_2: 0.4439 loss_class_3: 0.316 loss_bbox_3: 0.1413 loss_giou_3: 0.4378 loss_class_4: 0.3131 loss_bbox_4: 0.1393 loss_giou_4: 0.4354 loss_class_enc: 0.3651 loss_bbox_enc: 0.1684 loss_giou_enc: 0.4955 loss_class_dn: 0.1054 loss_bbox_dn: 0.2252 loss_giou_dn: 0.4975 loss_class_dn_0: 0.1457 loss_bbox_dn_0: 0.2995 loss_giou_dn_0: 0.6332 loss_class_dn_1: 0.1223 loss_bbox_dn_1: 0.2465 loss_giou_dn_1: 0.5373 loss_class_dn_2: 0.1124 loss_bbox_dn_2: 0.2315 loss_giou_dn_2: 0.5119 loss_class_dn_3: 0.1091 loss_bbox_dn_3: 0.2268 loss_giou_dn_3: 0.5004 loss_class_dn_4: 0.1066 loss_bbox_dn_4: 0.2252 loss_giou_dn_4: 0.4977 time: 1.1159 data_time: 0.1010 lr: 0.0001 max_mem: 42360M [05/19 21:34:28 d2.utils.events]: eta: 2 days, 16:34:12 iter: 15049 total_loss: 11.93 loss_class: 0.3157 loss_bbox: 0.1388 loss_giou: 0.4284 loss_class_0: 0.3733 loss_bbox_0: 0.1445 loss_giou_0: 0.4422 loss_class_1: 0.3398 loss_bbox_1: 0.1441 loss_giou_1: 0.4359 loss_class_2: 0.3196 loss_bbox_2: 0.1412 loss_giou_2: 0.435 loss_class_3: 0.3179 loss_bbox_3: 0.1399 loss_giou_3: 0.4291 loss_class_4: 0.3159 loss_bbox_4: 0.1389 loss_giou_4: 0.4286 loss_class_enc: 0.3661 loss_bbox_enc: 0.1691 loss_giou_enc: 0.4897 loss_class_dn: 0.1037 loss_bbox_dn: 0.2308 loss_giou_dn: 0.4966 loss_class_dn_0: 0.1467 loss_bbox_dn_0: 0.3126 loss_giou_dn_0: 0.6386 loss_class_dn_1: 0.1198 loss_bbox_dn_1: 0.2513 loss_giou_dn_1: 0.5332 loss_class_dn_2: 0.1099 loss_bbox_dn_2: 0.2368 loss_giou_dn_2: 0.5103 loss_class_dn_3: 0.1079 loss_bbox_dn_3: 0.232 loss_giou_dn_3: 0.5 loss_class_dn_4: 0.1053 loss_bbox_dn_4: 0.2309 loss_giou_dn_4: 0.4966 time: 1.1160 data_time: 0.1016 lr: 0.0001 max_mem: 42360M [05/19 21:35:24 d2.utils.events]: eta: 2 days, 16:33:17 iter: 15099 total_loss: 11.92 loss_class: 0.3117 loss_bbox: 0.1381 loss_giou: 0.4351 loss_class_0: 0.3693 loss_bbox_0: 0.1465 loss_giou_0: 0.4569 loss_class_1: 0.334 loss_bbox_1: 0.1467 loss_giou_1: 0.449 loss_class_2: 0.317 loss_bbox_2: 0.1406 loss_giou_2: 0.4394 loss_class_3: 0.3166 loss_bbox_3: 0.1383 loss_giou_3: 0.436 loss_class_4: 0.313 loss_bbox_4: 0.1379 loss_giou_4: 0.4367 loss_class_enc: 0.3625 loss_bbox_enc: 0.1684 loss_giou_enc: 0.5021 loss_class_dn: 0.1063 loss_bbox_dn: 0.2296 loss_giou_dn: 0.4972 loss_class_dn_0: 0.1461 loss_bbox_dn_0: 0.3061 loss_giou_dn_0: 0.6326 loss_class_dn_1: 0.1224 loss_bbox_dn_1: 0.2553 loss_giou_dn_1: 0.5363 loss_class_dn_2: 0.113 loss_bbox_dn_2: 0.2392 loss_giou_dn_2: 0.5107 loss_class_dn_3: 0.1103 loss_bbox_dn_3: 0.2323 loss_giou_dn_3: 0.5013 loss_class_dn_4: 0.1077 loss_bbox_dn_4: 0.2298 loss_giou_dn_4: 0.4973 time: 1.1160 data_time: 0.1041 lr: 0.0001 max_mem: 42360M [05/19 21:36:20 d2.utils.events]: eta: 2 days, 16:27:18 iter: 15149 total_loss: 11.98 loss_class: 0.3135 loss_bbox: 0.1413 loss_giou: 0.4474 loss_class_0: 0.3711 loss_bbox_0: 0.1504 loss_giou_0: 0.465 loss_class_1: 0.3347 loss_bbox_1: 0.148 loss_giou_1: 0.4595 loss_class_2: 0.3197 loss_bbox_2: 0.1437 loss_giou_2: 0.4525 loss_class_3: 0.3131 loss_bbox_3: 0.1432 loss_giou_3: 0.4482 loss_class_4: 0.3132 loss_bbox_4: 0.1426 loss_giou_4: 0.4458 loss_class_enc: 0.364 loss_bbox_enc: 0.1724 loss_giou_enc: 0.5117 loss_class_dn: 0.104 loss_bbox_dn: 0.231 loss_giou_dn: 0.5035 loss_class_dn_0: 0.1446 loss_bbox_dn_0: 0.2982 loss_giou_dn_0: 0.64 loss_class_dn_1: 0.1196 loss_bbox_dn_1: 0.2493 loss_giou_dn_1: 0.5409 loss_class_dn_2: 0.1102 loss_bbox_dn_2: 0.236 loss_giou_dn_2: 0.5146 loss_class_dn_3: 0.1078 loss_bbox_dn_3: 0.2318 loss_giou_dn_3: 0.5059 loss_class_dn_4: 0.106 loss_bbox_dn_4: 0.2309 loss_giou_dn_4: 0.5033 time: 1.1160 data_time: 0.1025 lr: 0.0001 max_mem: 42360M [05/19 21:37:16 d2.utils.events]: eta: 2 days, 16:20:59 iter: 15199 total_loss: 12.18 loss_class: 0.319 loss_bbox: 0.1446 loss_giou: 0.4538 loss_class_0: 0.378 loss_bbox_0: 0.1501 loss_giou_0: 0.4722 loss_class_1: 0.3374 loss_bbox_1: 0.1507 loss_giou_1: 0.4659 loss_class_2: 0.3229 loss_bbox_2: 0.1473 loss_giou_2: 0.4601 loss_class_3: 0.3211 loss_bbox_3: 0.1458 loss_giou_3: 0.456 loss_class_4: 0.3181 loss_bbox_4: 0.1455 loss_giou_4: 0.455 loss_class_enc: 0.3681 loss_bbox_enc: 0.1714 loss_giou_enc: 0.5138 loss_class_dn: 0.1115 loss_bbox_dn: 0.2325 loss_giou_dn: 0.5104 loss_class_dn_0: 0.1507 loss_bbox_dn_0: 0.3042 loss_giou_dn_0: 0.6442 loss_class_dn_1: 0.1261 loss_bbox_dn_1: 0.2518 loss_giou_dn_1: 0.5477 loss_class_dn_2: 0.1178 loss_bbox_dn_2: 0.2371 loss_giou_dn_2: 0.5223 loss_class_dn_3: 0.1152 loss_bbox_dn_3: 0.2331 loss_giou_dn_3: 0.5128 loss_class_dn_4: 0.1127 loss_bbox_dn_4: 0.2326 loss_giou_dn_4: 0.5105 time: 1.1160 data_time: 0.0929 lr: 0.0001 max_mem: 42360M [05/19 21:38:13 d2.utils.events]: eta: 2 days, 16:22:59 iter: 15249 total_loss: 11.86 loss_class: 0.3122 loss_bbox: 0.1423 loss_giou: 0.4417 loss_class_0: 0.3723 loss_bbox_0: 0.1509 loss_giou_0: 0.4588 loss_class_1: 0.3347 loss_bbox_1: 0.1491 loss_giou_1: 0.4501 loss_class_2: 0.3198 loss_bbox_2: 0.1459 loss_giou_2: 0.4472 loss_class_3: 0.3173 loss_bbox_3: 0.1434 loss_giou_3: 0.4408 loss_class_4: 0.3129 loss_bbox_4: 0.1427 loss_giou_4: 0.4417 loss_class_enc: 0.3602 loss_bbox_enc: 0.1709 loss_giou_enc: 0.5024 loss_class_dn: 0.1026 loss_bbox_dn: 0.2343 loss_giou_dn: 0.4995 loss_class_dn_0: 0.1429 loss_bbox_dn_0: 0.307 loss_giou_dn_0: 0.6313 loss_class_dn_1: 0.1174 loss_bbox_dn_1: 0.2533 loss_giou_dn_1: 0.5361 loss_class_dn_2: 0.1087 loss_bbox_dn_2: 0.2409 loss_giou_dn_2: 0.5138 loss_class_dn_3: 0.1057 loss_bbox_dn_3: 0.2358 loss_giou_dn_3: 0.5027 loss_class_dn_4: 0.1037 loss_bbox_dn_4: 0.2344 loss_giou_dn_4: 0.4995 time: 1.1160 data_time: 0.0982 lr: 0.0001 max_mem: 42360M [05/19 21:39:09 d2.utils.events]: eta: 2 days, 16:20:16 iter: 15299 total_loss: 11.74 loss_class: 0.3134 loss_bbox: 0.141 loss_giou: 0.4401 loss_class_0: 0.371 loss_bbox_0: 0.1458 loss_giou_0: 0.4623 loss_class_1: 0.3354 loss_bbox_1: 0.1457 loss_giou_1: 0.4554 loss_class_2: 0.3209 loss_bbox_2: 0.1422 loss_giou_2: 0.4493 loss_class_3: 0.3175 loss_bbox_3: 0.1403 loss_giou_3: 0.4416 loss_class_4: 0.3152 loss_bbox_4: 0.1405 loss_giou_4: 0.4403 loss_class_enc: 0.3619 loss_bbox_enc: 0.1694 loss_giou_enc: 0.506 loss_class_dn: 0.1067 loss_bbox_dn: 0.2265 loss_giou_dn: 0.4934 loss_class_dn_0: 0.1484 loss_bbox_dn_0: 0.2997 loss_giou_dn_0: 0.6282 loss_class_dn_1: 0.1232 loss_bbox_dn_1: 0.2484 loss_giou_dn_1: 0.5336 loss_class_dn_2: 0.1125 loss_bbox_dn_2: 0.233 loss_giou_dn_2: 0.5085 loss_class_dn_3: 0.1099 loss_bbox_dn_3: 0.2283 loss_giou_dn_3: 0.4966 loss_class_dn_4: 0.1079 loss_bbox_dn_4: 0.2266 loss_giou_dn_4: 0.4934 time: 1.1160 data_time: 0.1020 lr: 0.0001 max_mem: 42360M [05/19 21:40:05 d2.utils.events]: eta: 2 days, 16:16:56 iter: 15349 total_loss: 11.92 loss_class: 0.3124 loss_bbox: 0.1373 loss_giou: 0.4496 loss_class_0: 0.3667 loss_bbox_0: 0.1478 loss_giou_0: 0.4725 loss_class_1: 0.3317 loss_bbox_1: 0.1447 loss_giou_1: 0.4676 loss_class_2: 0.317 loss_bbox_2: 0.1404 loss_giou_2: 0.4577 loss_class_3: 0.3141 loss_bbox_3: 0.1377 loss_giou_3: 0.4525 loss_class_4: 0.3129 loss_bbox_4: 0.1375 loss_giou_4: 0.4509 loss_class_enc: 0.3588 loss_bbox_enc: 0.1671 loss_giou_enc: 0.516 loss_class_dn: 0.1036 loss_bbox_dn: 0.2231 loss_giou_dn: 0.5068 loss_class_dn_0: 0.1425 loss_bbox_dn_0: 0.2908 loss_giou_dn_0: 0.6407 loss_class_dn_1: 0.1192 loss_bbox_dn_1: 0.2402 loss_giou_dn_1: 0.5439 loss_class_dn_2: 0.1107 loss_bbox_dn_2: 0.2278 loss_giou_dn_2: 0.5205 loss_class_dn_3: 0.108 loss_bbox_dn_3: 0.2239 loss_giou_dn_3: 0.5106 loss_class_dn_4: 0.1051 loss_bbox_dn_4: 0.2232 loss_giou_dn_4: 0.5069 time: 1.1160 data_time: 0.1058 lr: 0.0001 max_mem: 42360M [05/19 21:41:00 d2.utils.events]: eta: 2 days, 16:16:30 iter: 15399 total_loss: 11.87 loss_class: 0.3066 loss_bbox: 0.1387 loss_giou: 0.4474 loss_class_0: 0.3688 loss_bbox_0: 0.1478 loss_giou_0: 0.4676 loss_class_1: 0.3309 loss_bbox_1: 0.1448 loss_giou_1: 0.4584 loss_class_2: 0.314 loss_bbox_2: 0.1408 loss_giou_2: 0.4531 loss_class_3: 0.3107 loss_bbox_3: 0.1384 loss_giou_3: 0.4477 loss_class_4: 0.3078 loss_bbox_4: 0.1369 loss_giou_4: 0.4469 loss_class_enc: 0.361 loss_bbox_enc: 0.1683 loss_giou_enc: 0.5093 loss_class_dn: 0.1016 loss_bbox_dn: 0.223 loss_giou_dn: 0.4982 loss_class_dn_0: 0.1432 loss_bbox_dn_0: 0.2994 loss_giou_dn_0: 0.6342 loss_class_dn_1: 0.1186 loss_bbox_dn_1: 0.2427 loss_giou_dn_1: 0.5347 loss_class_dn_2: 0.1078 loss_bbox_dn_2: 0.2279 loss_giou_dn_2: 0.5109 loss_class_dn_3: 0.1049 loss_bbox_dn_3: 0.2239 loss_giou_dn_3: 0.5004 loss_class_dn_4: 0.1021 loss_bbox_dn_4: 0.223 loss_giou_dn_4: 0.4981 time: 1.1160 data_time: 0.0956 lr: 0.0001 max_mem: 42360M [05/19 21:41:56 d2.utils.events]: eta: 2 days, 16:15:35 iter: 15449 total_loss: 11.97 loss_class: 0.313 loss_bbox: 0.1396 loss_giou: 0.4441 loss_class_0: 0.3718 loss_bbox_0: 0.1471 loss_giou_0: 0.4616 loss_class_1: 0.3334 loss_bbox_1: 0.1439 loss_giou_1: 0.4564 loss_class_2: 0.3178 loss_bbox_2: 0.1427 loss_giou_2: 0.45 loss_class_3: 0.3165 loss_bbox_3: 0.14 loss_giou_3: 0.4477 loss_class_4: 0.3146 loss_bbox_4: 0.1399 loss_giou_4: 0.4467 loss_class_enc: 0.3655 loss_bbox_enc: 0.1714 loss_giou_enc: 0.5066 loss_class_dn: 0.1054 loss_bbox_dn: 0.2209 loss_giou_dn: 0.5018 loss_class_dn_0: 0.1473 loss_bbox_dn_0: 0.2911 loss_giou_dn_0: 0.6365 loss_class_dn_1: 0.1217 loss_bbox_dn_1: 0.2399 loss_giou_dn_1: 0.5385 loss_class_dn_2: 0.1134 loss_bbox_dn_2: 0.2265 loss_giou_dn_2: 0.5145 loss_class_dn_3: 0.1106 loss_bbox_dn_3: 0.2215 loss_giou_dn_3: 0.5041 loss_class_dn_4: 0.1071 loss_bbox_dn_4: 0.2209 loss_giou_dn_4: 0.5018 time: 1.1160 data_time: 0.1006 lr: 0.0001 max_mem: 42360M [05/19 21:42:52 d2.utils.events]: eta: 2 days, 16:16:23 iter: 15499 total_loss: 11.69 loss_class: 0.3059 loss_bbox: 0.1386 loss_giou: 0.4451 loss_class_0: 0.365 loss_bbox_0: 0.1451 loss_giou_0: 0.4625 loss_class_1: 0.3291 loss_bbox_1: 0.1439 loss_giou_1: 0.4568 loss_class_2: 0.3108 loss_bbox_2: 0.139 loss_giou_2: 0.4489 loss_class_3: 0.3088 loss_bbox_3: 0.1375 loss_giou_3: 0.4452 loss_class_4: 0.3075 loss_bbox_4: 0.1372 loss_giou_4: 0.4444 loss_class_enc: 0.3611 loss_bbox_enc: 0.1659 loss_giou_enc: 0.5101 loss_class_dn: 0.09893 loss_bbox_dn: 0.2153 loss_giou_dn: 0.4999 loss_class_dn_0: 0.1393 loss_bbox_dn_0: 0.2864 loss_giou_dn_0: 0.6289 loss_class_dn_1: 0.1148 loss_bbox_dn_1: 0.236 loss_giou_dn_1: 0.5339 loss_class_dn_2: 0.1056 loss_bbox_dn_2: 0.2213 loss_giou_dn_2: 0.5129 loss_class_dn_3: 0.1019 loss_bbox_dn_3: 0.2161 loss_giou_dn_3: 0.5019 loss_class_dn_4: 0.09983 loss_bbox_dn_4: 0.2153 loss_giou_dn_4: 0.4997 time: 1.1159 data_time: 0.0968 lr: 0.0001 max_mem: 42360M [05/19 21:43:48 d2.utils.events]: eta: 2 days, 16:15:28 iter: 15549 total_loss: 11.89 loss_class: 0.3138 loss_bbox: 0.1392 loss_giou: 0.4522 loss_class_0: 0.368 loss_bbox_0: 0.1479 loss_giou_0: 0.4715 loss_class_1: 0.3314 loss_bbox_1: 0.1449 loss_giou_1: 0.4638 loss_class_2: 0.3197 loss_bbox_2: 0.1429 loss_giou_2: 0.4605 loss_class_3: 0.3172 loss_bbox_3: 0.1403 loss_giou_3: 0.4543 loss_class_4: 0.3142 loss_bbox_4: 0.1393 loss_giou_4: 0.4523 loss_class_enc: 0.3605 loss_bbox_enc: 0.1669 loss_giou_enc: 0.5153 loss_class_dn: 0.09869 loss_bbox_dn: 0.2219 loss_giou_dn: 0.5011 loss_class_dn_0: 0.1407 loss_bbox_dn_0: 0.2871 loss_giou_dn_0: 0.6349 loss_class_dn_1: 0.115 loss_bbox_dn_1: 0.2402 loss_giou_dn_1: 0.5376 loss_class_dn_2: 0.1056 loss_bbox_dn_2: 0.2266 loss_giou_dn_2: 0.515 loss_class_dn_3: 0.1037 loss_bbox_dn_3: 0.2227 loss_giou_dn_3: 0.5042 loss_class_dn_4: 0.1005 loss_bbox_dn_4: 0.2221 loss_giou_dn_4: 0.5012 time: 1.1159 data_time: 0.1099 lr: 0.0001 max_mem: 42360M [05/19 21:44:45 d2.utils.events]: eta: 2 days, 16:14:14 iter: 15599 total_loss: 12.21 loss_class: 0.3282 loss_bbox: 0.1427 loss_giou: 0.4494 loss_class_0: 0.3852 loss_bbox_0: 0.1496 loss_giou_0: 0.4696 loss_class_1: 0.3522 loss_bbox_1: 0.1461 loss_giou_1: 0.4615 loss_class_2: 0.3354 loss_bbox_2: 0.1456 loss_giou_2: 0.4589 loss_class_3: 0.3302 loss_bbox_3: 0.143 loss_giou_3: 0.453 loss_class_4: 0.3287 loss_bbox_4: 0.1418 loss_giou_4: 0.4494 loss_class_enc: 0.3739 loss_bbox_enc: 0.1748 loss_giou_enc: 0.5179 loss_class_dn: 0.1072 loss_bbox_dn: 0.2309 loss_giou_dn: 0.5086 loss_class_dn_0: 0.1515 loss_bbox_dn_0: 0.3047 loss_giou_dn_0: 0.6411 loss_class_dn_1: 0.125 loss_bbox_dn_1: 0.2508 loss_giou_dn_1: 0.5452 loss_class_dn_2: 0.1154 loss_bbox_dn_2: 0.2356 loss_giou_dn_2: 0.5209 loss_class_dn_3: 0.1124 loss_bbox_dn_3: 0.2322 loss_giou_dn_3: 0.5111 loss_class_dn_4: 0.1093 loss_bbox_dn_4: 0.2309 loss_giou_dn_4: 0.5086 time: 1.1160 data_time: 0.0972 lr: 0.0001 max_mem: 42360M [05/19 21:45:40 d2.utils.events]: eta: 2 days, 16:10:06 iter: 15649 total_loss: 12.11 loss_class: 0.317 loss_bbox: 0.1393 loss_giou: 0.4684 loss_class_0: 0.3731 loss_bbox_0: 0.1454 loss_giou_0: 0.4832 loss_class_1: 0.3333 loss_bbox_1: 0.1469 loss_giou_1: 0.4798 loss_class_2: 0.321 loss_bbox_2: 0.1415 loss_giou_2: 0.477 loss_class_3: 0.3194 loss_bbox_3: 0.1406 loss_giou_3: 0.4727 loss_class_4: 0.3181 loss_bbox_4: 0.1401 loss_giou_4: 0.471 loss_class_enc: 0.3658 loss_bbox_enc: 0.1714 loss_giou_enc: 0.5298 loss_class_dn: 0.1058 loss_bbox_dn: 0.2156 loss_giou_dn: 0.5091 loss_class_dn_0: 0.1425 loss_bbox_dn_0: 0.2809 loss_giou_dn_0: 0.649 loss_class_dn_1: 0.1184 loss_bbox_dn_1: 0.2306 loss_giou_dn_1: 0.5471 loss_class_dn_2: 0.1097 loss_bbox_dn_2: 0.22 loss_giou_dn_2: 0.5227 loss_class_dn_3: 0.1071 loss_bbox_dn_3: 0.2166 loss_giou_dn_3: 0.5125 loss_class_dn_4: 0.1058 loss_bbox_dn_4: 0.2157 loss_giou_dn_4: 0.5093 time: 1.1159 data_time: 0.0961 lr: 0.0001 max_mem: 42360M [05/19 21:46:36 d2.utils.events]: eta: 2 days, 16:09:46 iter: 15699 total_loss: 11.78 loss_class: 0.3123 loss_bbox: 0.1389 loss_giou: 0.4398 loss_class_0: 0.3713 loss_bbox_0: 0.1447 loss_giou_0: 0.4561 loss_class_1: 0.3332 loss_bbox_1: 0.1434 loss_giou_1: 0.4495 loss_class_2: 0.3158 loss_bbox_2: 0.1409 loss_giou_2: 0.4444 loss_class_3: 0.3135 loss_bbox_3: 0.1412 loss_giou_3: 0.4409 loss_class_4: 0.3132 loss_bbox_4: 0.1394 loss_giou_4: 0.4405 loss_class_enc: 0.365 loss_bbox_enc: 0.1636 loss_giou_enc: 0.5022 loss_class_dn: 0.1071 loss_bbox_dn: 0.2189 loss_giou_dn: 0.4923 loss_class_dn_0: 0.1499 loss_bbox_dn_0: 0.2843 loss_giou_dn_0: 0.6252 loss_class_dn_1: 0.125 loss_bbox_dn_1: 0.2363 loss_giou_dn_1: 0.5304 loss_class_dn_2: 0.1147 loss_bbox_dn_2: 0.2242 loss_giou_dn_2: 0.5073 loss_class_dn_3: 0.1115 loss_bbox_dn_3: 0.2201 loss_giou_dn_3: 0.4955 loss_class_dn_4: 0.109 loss_bbox_dn_4: 0.219 loss_giou_dn_4: 0.4922 time: 1.1159 data_time: 0.0955 lr: 0.0001 max_mem: 42360M [05/19 21:47:33 d2.utils.events]: eta: 2 days, 16:11:28 iter: 15749 total_loss: 11.98 loss_class: 0.3088 loss_bbox: 0.1403 loss_giou: 0.4462 loss_class_0: 0.3716 loss_bbox_0: 0.1458 loss_giou_0: 0.4622 loss_class_1: 0.331 loss_bbox_1: 0.1457 loss_giou_1: 0.4531 loss_class_2: 0.316 loss_bbox_2: 0.14 loss_giou_2: 0.4474 loss_class_3: 0.315 loss_bbox_3: 0.1396 loss_giou_3: 0.4461 loss_class_4: 0.3104 loss_bbox_4: 0.1388 loss_giou_4: 0.4458 loss_class_enc: 0.3611 loss_bbox_enc: 0.1688 loss_giou_enc: 0.5075 loss_class_dn: 0.1027 loss_bbox_dn: 0.2319 loss_giou_dn: 0.5052 loss_class_dn_0: 0.1426 loss_bbox_dn_0: 0.2942 loss_giou_dn_0: 0.6344 loss_class_dn_1: 0.1174 loss_bbox_dn_1: 0.2477 loss_giou_dn_1: 0.5385 loss_class_dn_2: 0.1088 loss_bbox_dn_2: 0.2375 loss_giou_dn_2: 0.5157 loss_class_dn_3: 0.1069 loss_bbox_dn_3: 0.2329 loss_giou_dn_3: 0.5068 loss_class_dn_4: 0.104 loss_bbox_dn_4: 0.232 loss_giou_dn_4: 0.5052 time: 1.1159 data_time: 0.0959 lr: 0.0001 max_mem: 42360M [05/19 21:48:29 d2.utils.events]: eta: 2 days, 16:09:34 iter: 15799 total_loss: 12.02 loss_class: 0.3173 loss_bbox: 0.1378 loss_giou: 0.4527 loss_class_0: 0.3766 loss_bbox_0: 0.1481 loss_giou_0: 0.4634 loss_class_1: 0.3359 loss_bbox_1: 0.1456 loss_giou_1: 0.4654 loss_class_2: 0.3189 loss_bbox_2: 0.1405 loss_giou_2: 0.4581 loss_class_3: 0.3202 loss_bbox_3: 0.1386 loss_giou_3: 0.4538 loss_class_4: 0.3177 loss_bbox_4: 0.1376 loss_giou_4: 0.4525 loss_class_enc: 0.3693 loss_bbox_enc: 0.1685 loss_giou_enc: 0.5111 loss_class_dn: 0.1051 loss_bbox_dn: 0.2192 loss_giou_dn: 0.5084 loss_class_dn_0: 0.1427 loss_bbox_dn_0: 0.2974 loss_giou_dn_0: 0.6437 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loss_giou_dn_1: 0.537 loss_class_dn_2: 0.108 loss_bbox_dn_2: 0.2316 loss_giou_dn_2: 0.514 loss_class_dn_3: 0.1051 loss_bbox_dn_3: 0.2276 loss_giou_dn_3: 0.5024 loss_class_dn_4: 0.1028 loss_bbox_dn_4: 0.2266 loss_giou_dn_4: 0.4992 time: 1.1159 data_time: 0.0997 lr: 0.0001 max_mem: 42360M [05/19 21:52:13 d2.utils.events]: eta: 2 days, 16:12:45 iter: 15999 total_loss: 11.94 loss_class: 0.3106 loss_bbox: 0.1392 loss_giou: 0.4565 loss_class_0: 0.3678 loss_bbox_0: 0.1465 loss_giou_0: 0.4713 loss_class_1: 0.3277 loss_bbox_1: 0.1466 loss_giou_1: 0.4689 loss_class_2: 0.3153 loss_bbox_2: 0.1425 loss_giou_2: 0.4634 loss_class_3: 0.3143 loss_bbox_3: 0.1401 loss_giou_3: 0.4576 loss_class_4: 0.3112 loss_bbox_4: 0.1391 loss_giou_4: 0.4558 loss_class_enc: 0.3611 loss_bbox_enc: 0.1682 loss_giou_enc: 0.5106 loss_class_dn: 0.1009 loss_bbox_dn: 0.2155 loss_giou_dn: 0.501 loss_class_dn_0: 0.1425 loss_bbox_dn_0: 0.278 loss_giou_dn_0: 0.6375 loss_class_dn_1: 0.117 loss_bbox_dn_1: 0.2312 loss_giou_dn_1: 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loss_class_dn_2: 0.109 loss_bbox_dn_2: 0.2396 loss_giou_dn_2: 0.5057 loss_class_dn_3: 0.1064 loss_bbox_dn_3: 0.2356 loss_giou_dn_3: 0.4938 loss_class_dn_4: 0.1039 loss_bbox_dn_4: 0.2345 loss_giou_dn_4: 0.4905 time: 1.1159 data_time: 0.0920 lr: 0.0001 max_mem: 42360M [05/19 21:54:05 d2.utils.events]: eta: 2 days, 16:11:58 iter: 16099 total_loss: 11.71 loss_class: 0.3108 loss_bbox: 0.1354 loss_giou: 0.4457 loss_class_0: 0.3626 loss_bbox_0: 0.1436 loss_giou_0: 0.4645 loss_class_1: 0.3337 loss_bbox_1: 0.1405 loss_giou_1: 0.462 loss_class_2: 0.317 loss_bbox_2: 0.1384 loss_giou_2: 0.4555 loss_class_3: 0.3133 loss_bbox_3: 0.1355 loss_giou_3: 0.4474 loss_class_4: 0.3109 loss_bbox_4: 0.1359 loss_giou_4: 0.4465 loss_class_enc: 0.3571 loss_bbox_enc: 0.1626 loss_giou_enc: 0.5094 loss_class_dn: 0.102 loss_bbox_dn: 0.2105 loss_giou_dn: 0.4959 loss_class_dn_0: 0.1442 loss_bbox_dn_0: 0.2838 loss_giou_dn_0: 0.6307 loss_class_dn_1: 0.1191 loss_bbox_dn_1: 0.2313 loss_giou_dn_1: 0.5335 loss_class_dn_2: 0.1092 loss_bbox_dn_2: 0.2173 loss_giou_dn_2: 0.5101 loss_class_dn_3: 0.106 loss_bbox_dn_3: 0.2124 loss_giou_dn_3: 0.4989 loss_class_dn_4: 0.1036 loss_bbox_dn_4: 0.2106 loss_giou_dn_4: 0.4959 time: 1.1159 data_time: 0.1008 lr: 0.0001 max_mem: 42360M [05/19 21:55:01 d2.utils.events]: eta: 2 days, 16:12:46 iter: 16149 total_loss: 11.86 loss_class: 0.3078 loss_bbox: 0.137 loss_giou: 0.4409 loss_class_0: 0.3637 loss_bbox_0: 0.1451 loss_giou_0: 0.4597 loss_class_1: 0.3273 loss_bbox_1: 0.145 loss_giou_1: 0.4526 loss_class_2: 0.3117 loss_bbox_2: 0.1397 loss_giou_2: 0.4461 loss_class_3: 0.3107 loss_bbox_3: 0.1382 loss_giou_3: 0.4427 loss_class_4: 0.3081 loss_bbox_4: 0.1374 loss_giou_4: 0.442 loss_class_enc: 0.3576 loss_bbox_enc: 0.166 loss_giou_enc: 0.5014 loss_class_dn: 0.1018 loss_bbox_dn: 0.2178 loss_giou_dn: 0.5048 loss_class_dn_0: 0.1445 loss_bbox_dn_0: 0.2902 loss_giou_dn_0: 0.6357 loss_class_dn_1: 0.1184 loss_bbox_dn_1: 0.2384 loss_giou_dn_1: 0.5371 loss_class_dn_2: 0.1077 loss_bbox_dn_2: 0.2237 loss_giou_dn_2: 0.5157 loss_class_dn_3: 0.1064 loss_bbox_dn_3: 0.2193 loss_giou_dn_3: 0.5073 loss_class_dn_4: 0.1029 loss_bbox_dn_4: 0.218 loss_giou_dn_4: 0.5047 time: 1.1159 data_time: 0.1009 lr: 0.0001 max_mem: 42360M [05/19 21:55:57 d2.utils.events]: eta: 2 days, 16:13:41 iter: 16199 total_loss: 11.85 loss_class: 0.3002 loss_bbox: 0.1398 loss_giou: 0.4415 loss_class_0: 0.3603 loss_bbox_0: 0.148 loss_giou_0: 0.4595 loss_class_1: 0.3215 loss_bbox_1: 0.1455 loss_giou_1: 0.452 loss_class_2: 0.3065 loss_bbox_2: 0.1424 loss_giou_2: 0.4473 loss_class_3: 0.3038 loss_bbox_3: 0.1408 loss_giou_3: 0.4433 loss_class_4: 0.3011 loss_bbox_4: 0.1399 loss_giou_4: 0.4425 loss_class_enc: 0.3531 loss_bbox_enc: 0.1717 loss_giou_enc: 0.5044 loss_class_dn: 0.09848 loss_bbox_dn: 0.2304 loss_giou_dn: 0.4995 loss_class_dn_0: 0.139 loss_bbox_dn_0: 0.3026 loss_giou_dn_0: 0.6307 loss_class_dn_1: 0.1133 loss_bbox_dn_1: 0.2488 loss_giou_dn_1: 0.5345 loss_class_dn_2: 0.1049 loss_bbox_dn_2: 0.2358 loss_giou_dn_2: 0.5125 loss_class_dn_3: 0.1016 loss_bbox_dn_3: 0.2316 loss_giou_dn_3: 0.5014 loss_class_dn_4: 0.09931 loss_bbox_dn_4: 0.2304 loss_giou_dn_4: 0.4995 time: 1.1159 data_time: 0.0991 lr: 0.0001 max_mem: 42360M [05/19 21:56:54 d2.utils.events]: eta: 2 days, 16:09:35 iter: 16249 total_loss: 11.64 loss_class: 0.3081 loss_bbox: 0.1369 loss_giou: 0.4314 loss_class_0: 0.3683 loss_bbox_0: 0.1448 loss_giou_0: 0.4464 loss_class_1: 0.3294 loss_bbox_1: 0.1433 loss_giou_1: 0.4467 loss_class_2: 0.3122 loss_bbox_2: 0.1415 loss_giou_2: 0.4371 loss_class_3: 0.3117 loss_bbox_3: 0.1371 loss_giou_3: 0.4322 loss_class_4: 0.3099 loss_bbox_4: 0.1373 loss_giou_4: 0.4315 loss_class_enc: 0.3588 loss_bbox_enc: 0.1693 loss_giou_enc: 0.5009 loss_class_dn: 0.09982 loss_bbox_dn: 0.2196 loss_giou_dn: 0.4947 loss_class_dn_0: 0.1432 loss_bbox_dn_0: 0.3 loss_giou_dn_0: 0.6272 loss_class_dn_1: 0.1173 loss_bbox_dn_1: 0.2409 loss_giou_dn_1: 0.5285 loss_class_dn_2: 0.1063 loss_bbox_dn_2: 0.2251 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0.509 loss_class_dn_3: 0.1043 loss_bbox_dn_3: 0.2234 loss_giou_dn_3: 0.496 loss_class_dn_4: 0.1019 loss_bbox_dn_4: 0.222 loss_giou_dn_4: 0.4924 time: 1.1159 data_time: 0.0994 lr: 0.0001 max_mem: 42360M [05/19 21:58:48 d2.utils.events]: eta: 2 days, 16:10:27 iter: 16349 total_loss: 11.72 loss_class: 0.3099 loss_bbox: 0.1425 loss_giou: 0.431 loss_class_0: 0.3661 loss_bbox_0: 0.1506 loss_giou_0: 0.4469 loss_class_1: 0.3331 loss_bbox_1: 0.1487 loss_giou_1: 0.4436 loss_class_2: 0.3192 loss_bbox_2: 0.1452 loss_giou_2: 0.4376 loss_class_3: 0.3162 loss_bbox_3: 0.1424 loss_giou_3: 0.4318 loss_class_4: 0.3108 loss_bbox_4: 0.1421 loss_giou_4: 0.4306 loss_class_enc: 0.3599 loss_bbox_enc: 0.1702 loss_giou_enc: 0.495 loss_class_dn: 0.1029 loss_bbox_dn: 0.2292 loss_giou_dn: 0.4941 loss_class_dn_0: 0.1422 loss_bbox_dn_0: 0.3009 loss_giou_dn_0: 0.6359 loss_class_dn_1: 0.1165 loss_bbox_dn_1: 0.2481 loss_giou_dn_1: 0.5307 loss_class_dn_2: 0.1082 loss_bbox_dn_2: 0.235 loss_giou_dn_2: 0.5079 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loss_giou_dn_3: 0.5029 loss_class_dn_4: 0.1052 loss_bbox_dn_4: 0.2207 loss_giou_dn_4: 0.5009 time: 1.1160 data_time: 0.1029 lr: 0.0001 max_mem: 42360M [05/19 22:03:29 d2.utils.events]: eta: 2 days, 16:05:51 iter: 16599 total_loss: 11.81 loss_class: 0.3061 loss_bbox: 0.14 loss_giou: 0.435 loss_class_0: 0.3651 loss_bbox_0: 0.1494 loss_giou_0: 0.4542 loss_class_1: 0.3268 loss_bbox_1: 0.1467 loss_giou_1: 0.449 loss_class_2: 0.3124 loss_bbox_2: 0.1434 loss_giou_2: 0.4428 loss_class_3: 0.3111 loss_bbox_3: 0.1405 loss_giou_3: 0.4376 loss_class_4: 0.3082 loss_bbox_4: 0.1404 loss_giou_4: 0.4355 loss_class_enc: 0.3575 loss_bbox_enc: 0.1703 loss_giou_enc: 0.5013 loss_class_dn: 0.09874 loss_bbox_dn: 0.2287 loss_giou_dn: 0.4891 loss_class_dn_0: 0.138 loss_bbox_dn_0: 0.2993 loss_giou_dn_0: 0.6196 loss_class_dn_1: 0.114 loss_bbox_dn_1: 0.2487 loss_giou_dn_1: 0.5257 loss_class_dn_2: 0.1051 loss_bbox_dn_2: 0.2338 loss_giou_dn_2: 0.5015 loss_class_dn_3: 0.102 loss_bbox_dn_3: 0.2296 loss_giou_dn_3: 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loss_class_dn_4: 0.09765 loss_bbox_dn_4: 0.2204 loss_giou_dn_4: 0.4946 time: 1.1160 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/19 22:05:23 d2.utils.events]: eta: 2 days, 16:07:48 iter: 16699 total_loss: 11.86 loss_class: 0.3061 loss_bbox: 0.1436 loss_giou: 0.4415 loss_class_0: 0.3668 loss_bbox_0: 0.1496 loss_giou_0: 0.4577 loss_class_1: 0.3289 loss_bbox_1: 0.1483 loss_giou_1: 0.4553 loss_class_2: 0.3139 loss_bbox_2: 0.1476 loss_giou_2: 0.4464 loss_class_3: 0.3096 loss_bbox_3: 0.1446 loss_giou_3: 0.4429 loss_class_4: 0.3061 loss_bbox_4: 0.1427 loss_giou_4: 0.4408 loss_class_enc: 0.3609 loss_bbox_enc: 0.1737 loss_giou_enc: 0.5078 loss_class_dn: 0.1011 loss_bbox_dn: 0.2271 loss_giou_dn: 0.4871 loss_class_dn_0: 0.1429 loss_bbox_dn_0: 0.3001 loss_giou_dn_0: 0.6215 loss_class_dn_1: 0.1162 loss_bbox_dn_1: 0.2434 loss_giou_dn_1: 0.523 loss_class_dn_2: 0.1067 loss_bbox_dn_2: 0.2321 loss_giou_dn_2: 0.5004 loss_class_dn_3: 0.1037 loss_bbox_dn_3: 0.2283 loss_giou_dn_3: 0.4902 loss_class_dn_4: 0.1022 loss_bbox_dn_4: 0.2272 loss_giou_dn_4: 0.4871 time: 1.1161 data_time: 0.1032 lr: 0.0001 max_mem: 43217M [05/19 22:06:19 d2.utils.events]: eta: 2 days, 16:06:01 iter: 16749 total_loss: 11.6 loss_class: 0.3045 loss_bbox: 0.1403 loss_giou: 0.4398 loss_class_0: 0.3657 loss_bbox_0: 0.1438 loss_giou_0: 0.4572 loss_class_1: 0.3299 loss_bbox_1: 0.1428 loss_giou_1: 0.4512 loss_class_2: 0.3099 loss_bbox_2: 0.1407 loss_giou_2: 0.4489 loss_class_3: 0.308 loss_bbox_3: 0.14 loss_giou_3: 0.4422 loss_class_4: 0.3063 loss_bbox_4: 0.14 loss_giou_4: 0.4405 loss_class_enc: 0.3566 loss_bbox_enc: 0.1643 loss_giou_enc: 0.5009 loss_class_dn: 0.1001 loss_bbox_dn: 0.213 loss_giou_dn: 0.4878 loss_class_dn_0: 0.1453 loss_bbox_dn_0: 0.2842 loss_giou_dn_0: 0.6266 loss_class_dn_1: 0.1184 loss_bbox_dn_1: 0.233 loss_giou_dn_1: 0.5229 loss_class_dn_2: 0.107 loss_bbox_dn_2: 0.2188 loss_giou_dn_2: 0.5019 loss_class_dn_3: 0.1049 loss_bbox_dn_3: 0.2141 loss_giou_dn_3: 0.4902 loss_class_dn_4: 0.1018 loss_bbox_dn_4: 0.2131 loss_giou_dn_4: 0.4878 time: 1.1161 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/19 22:07:15 d2.utils.events]: eta: 2 days, 16:05:32 iter: 16799 total_loss: 11.88 loss_class: 0.3201 loss_bbox: 0.1362 loss_giou: 0.4449 loss_class_0: 0.3747 loss_bbox_0: 0.1455 loss_giou_0: 0.4666 loss_class_1: 0.3424 loss_bbox_1: 0.1415 loss_giou_1: 0.4588 loss_class_2: 0.325 loss_bbox_2: 0.1395 loss_giou_2: 0.45 loss_class_3: 0.3232 loss_bbox_3: 0.1367 loss_giou_3: 0.4476 loss_class_4: 0.3219 loss_bbox_4: 0.1369 loss_giou_4: 0.4461 loss_class_enc: 0.3699 loss_bbox_enc: 0.1679 loss_giou_enc: 0.5079 loss_class_dn: 0.1053 loss_bbox_dn: 0.2226 loss_giou_dn: 0.5015 loss_class_dn_0: 0.1464 loss_bbox_dn_0: 0.2932 loss_giou_dn_0: 0.634 loss_class_dn_1: 0.1213 loss_bbox_dn_1: 0.2409 loss_giou_dn_1: 0.5385 loss_class_dn_2: 0.1131 loss_bbox_dn_2: 0.2278 loss_giou_dn_2: 0.5158 loss_class_dn_3: 0.1103 loss_bbox_dn_3: 0.2241 loss_giou_dn_3: 0.5043 loss_class_dn_4: 0.1057 loss_bbox_dn_4: 0.2227 loss_giou_dn_4: 0.5015 time: 1.1161 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/19 22:08:11 d2.utils.events]: eta: 2 days, 16:01:14 iter: 16849 total_loss: 11.85 loss_class: 0.3048 loss_bbox: 0.1409 loss_giou: 0.4515 loss_class_0: 0.3635 loss_bbox_0: 0.1481 loss_giou_0: 0.4656 loss_class_1: 0.3229 loss_bbox_1: 0.1482 loss_giou_1: 0.4599 loss_class_2: 0.3105 loss_bbox_2: 0.1439 loss_giou_2: 0.4587 loss_class_3: 0.3074 loss_bbox_3: 0.141 loss_giou_3: 0.4521 loss_class_4: 0.3047 loss_bbox_4: 0.1409 loss_giou_4: 0.4514 loss_class_enc: 0.3545 loss_bbox_enc: 0.1694 loss_giou_enc: 0.5124 loss_class_dn: 0.09835 loss_bbox_dn: 0.2275 loss_giou_dn: 0.4983 loss_class_dn_0: 0.1395 loss_bbox_dn_0: 0.2998 loss_giou_dn_0: 0.627 loss_class_dn_1: 0.1127 loss_bbox_dn_1: 0.2454 loss_giou_dn_1: 0.5361 loss_class_dn_2: 0.1059 loss_bbox_dn_2: 0.2326 loss_giou_dn_2: 0.5117 loss_class_dn_3: 0.1028 loss_bbox_dn_3: 0.2276 loss_giou_dn_3: 0.501 loss_class_dn_4: 0.1004 loss_bbox_dn_4: 0.2275 loss_giou_dn_4: 0.4982 time: 1.1161 data_time: 0.0887 lr: 0.0001 max_mem: 43217M [05/19 22:09:07 d2.utils.events]: eta: 2 days, 15:55:54 iter: 16899 total_loss: 11.67 loss_class: 0.3065 loss_bbox: 0.1383 loss_giou: 0.4422 loss_class_0: 0.3645 loss_bbox_0: 0.1482 loss_giou_0: 0.4565 loss_class_1: 0.3288 loss_bbox_1: 0.1451 loss_giou_1: 0.4554 loss_class_2: 0.3141 loss_bbox_2: 0.1407 loss_giou_2: 0.4514 loss_class_3: 0.3089 loss_bbox_3: 0.1402 loss_giou_3: 0.4459 loss_class_4: 0.3062 loss_bbox_4: 0.139 loss_giou_4: 0.4433 loss_class_enc: 0.358 loss_bbox_enc: 0.1653 loss_giou_enc: 0.4993 loss_class_dn: 0.1011 loss_bbox_dn: 0.2178 loss_giou_dn: 0.4883 loss_class_dn_0: 0.1442 loss_bbox_dn_0: 0.287 loss_giou_dn_0: 0.6205 loss_class_dn_1: 0.1184 loss_bbox_dn_1: 0.2369 loss_giou_dn_1: 0.5303 loss_class_dn_2: 0.1092 loss_bbox_dn_2: 0.2226 loss_giou_dn_2: 0.5031 loss_class_dn_3: 0.1064 loss_bbox_dn_3: 0.2188 loss_giou_dn_3: 0.4923 loss_class_dn_4: 0.1037 loss_bbox_dn_4: 0.2179 loss_giou_dn_4: 0.4882 time: 1.1161 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/19 22:10:03 d2.utils.events]: eta: 2 days, 15:56:26 iter: 16949 total_loss: 11.69 loss_class: 0.3047 loss_bbox: 0.135 loss_giou: 0.4424 loss_class_0: 0.3625 loss_bbox_0: 0.1461 loss_giou_0: 0.4656 loss_class_1: 0.3259 loss_bbox_1: 0.1442 loss_giou_1: 0.4555 loss_class_2: 0.3124 loss_bbox_2: 0.139 loss_giou_2: 0.4476 loss_class_3: 0.3096 loss_bbox_3: 0.1368 loss_giou_3: 0.4434 loss_class_4: 0.3051 loss_bbox_4: 0.1348 loss_giou_4: 0.4429 loss_class_enc: 0.3554 loss_bbox_enc: 0.1679 loss_giou_enc: 0.5103 loss_class_dn: 0.1002 loss_bbox_dn: 0.2235 loss_giou_dn: 0.4875 loss_class_dn_0: 0.1426 loss_bbox_dn_0: 0.2945 loss_giou_dn_0: 0.6192 loss_class_dn_1: 0.1174 loss_bbox_dn_1: 0.2424 loss_giou_dn_1: 0.5237 loss_class_dn_2: 0.1078 loss_bbox_dn_2: 0.2291 loss_giou_dn_2: 0.5009 loss_class_dn_3: 0.1046 loss_bbox_dn_3: 0.2246 loss_giou_dn_3: 0.4903 loss_class_dn_4: 0.1014 loss_bbox_dn_4: 0.2234 loss_giou_dn_4: 0.4874 time: 1.1160 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/19 22:10:59 d2.utils.events]: eta: 2 days, 15:55:30 iter: 16999 total_loss: 11.64 loss_class: 0.3043 loss_bbox: 0.1352 loss_giou: 0.437 loss_class_0: 0.3636 loss_bbox_0: 0.1442 loss_giou_0: 0.4538 loss_class_1: 0.3205 loss_bbox_1: 0.1429 loss_giou_1: 0.4465 loss_class_2: 0.3076 loss_bbox_2: 0.1386 loss_giou_2: 0.4422 loss_class_3: 0.3051 loss_bbox_3: 0.1366 loss_giou_3: 0.4386 loss_class_4: 0.3039 loss_bbox_4: 0.1348 loss_giou_4: 0.4366 loss_class_enc: 0.3508 loss_bbox_enc: 0.1641 loss_giou_enc: 0.4971 loss_class_dn: 0.09846 loss_bbox_dn: 0.2252 loss_giou_dn: 0.485 loss_class_dn_0: 0.1389 loss_bbox_dn_0: 0.2988 loss_giou_dn_0: 0.6254 loss_class_dn_1: 0.1134 loss_bbox_dn_1: 0.2425 loss_giou_dn_1: 0.5216 loss_class_dn_2: 0.1048 loss_bbox_dn_2: 0.2292 loss_giou_dn_2: 0.4979 loss_class_dn_3: 0.102 loss_bbox_dn_3: 0.2262 loss_giou_dn_3: 0.4876 loss_class_dn_4: 0.1 loss_bbox_dn_4: 0.2254 loss_giou_dn_4: 0.4851 time: 1.1161 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/19 22:11:55 d2.utils.events]: eta: 2 days, 15:47:24 iter: 17049 total_loss: 11.95 loss_class: 0.3169 loss_bbox: 0.1433 loss_giou: 0.4427 loss_class_0: 0.3757 loss_bbox_0: 0.1507 loss_giou_0: 0.4578 loss_class_1: 0.3367 loss_bbox_1: 0.1483 loss_giou_1: 0.4547 loss_class_2: 0.3249 loss_bbox_2: 0.1449 loss_giou_2: 0.4476 loss_class_3: 0.3218 loss_bbox_3: 0.1438 loss_giou_3: 0.4445 loss_class_4: 0.3186 loss_bbox_4: 0.1433 loss_giou_4: 0.4414 loss_class_enc: 0.3664 loss_bbox_enc: 0.1745 loss_giou_enc: 0.4978 loss_class_dn: 0.1024 loss_bbox_dn: 0.2296 loss_giou_dn: 0.4953 loss_class_dn_0: 0.1461 loss_bbox_dn_0: 0.3098 loss_giou_dn_0: 0.6302 loss_class_dn_1: 0.1179 loss_bbox_dn_1: 0.2534 loss_giou_dn_1: 0.5321 loss_class_dn_2: 0.1085 loss_bbox_dn_2: 0.2363 loss_giou_dn_2: 0.5076 loss_class_dn_3: 0.1057 loss_bbox_dn_3: 0.2303 loss_giou_dn_3: 0.4981 loss_class_dn_4: 0.1041 loss_bbox_dn_4: 0.2298 loss_giou_dn_4: 0.4953 time: 1.1160 data_time: 0.1018 lr: 0.0001 max_mem: 43217M [05/19 22:12:51 d2.utils.events]: eta: 2 days, 15:45:08 iter: 17099 total_loss: 11.69 loss_class: 0.3075 loss_bbox: 0.1366 loss_giou: 0.4306 loss_class_0: 0.3686 loss_bbox_0: 0.1458 loss_giou_0: 0.446 loss_class_1: 0.3284 loss_bbox_1: 0.1441 loss_giou_1: 0.442 loss_class_2: 0.3119 loss_bbox_2: 0.1398 loss_giou_2: 0.4336 loss_class_3: 0.3118 loss_bbox_3: 0.1381 loss_giou_3: 0.4324 loss_class_4: 0.3087 loss_bbox_4: 0.1365 loss_giou_4: 0.4302 loss_class_enc: 0.3551 loss_bbox_enc: 0.1691 loss_giou_enc: 0.4928 loss_class_dn: 0.09837 loss_bbox_dn: 0.2241 loss_giou_dn: 0.4829 loss_class_dn_0: 0.1415 loss_bbox_dn_0: 0.3012 loss_giou_dn_0: 0.6266 loss_class_dn_1: 0.1152 loss_bbox_dn_1: 0.2466 loss_giou_dn_1: 0.5246 loss_class_dn_2: 0.1044 loss_bbox_dn_2: 0.2314 loss_giou_dn_2: 0.498 loss_class_dn_3: 0.1023 loss_bbox_dn_3: 0.2257 loss_giou_dn_3: 0.4865 loss_class_dn_4: 0.09962 loss_bbox_dn_4: 0.2243 loss_giou_dn_4: 0.4829 time: 1.1160 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/19 22:13:47 d2.utils.events]: eta: 2 days, 15:43:22 iter: 17149 total_loss: 11.81 loss_class: 0.3122 loss_bbox: 0.1369 loss_giou: 0.4369 loss_class_0: 0.3658 loss_bbox_0: 0.1488 loss_giou_0: 0.4561 loss_class_1: 0.3321 loss_bbox_1: 0.1469 loss_giou_1: 0.4498 loss_class_2: 0.3179 loss_bbox_2: 0.1415 loss_giou_2: 0.4433 loss_class_3: 0.3154 loss_bbox_3: 0.1385 loss_giou_3: 0.4374 loss_class_4: 0.3136 loss_bbox_4: 0.1374 loss_giou_4: 0.4376 loss_class_enc: 0.3617 loss_bbox_enc: 0.1712 loss_giou_enc: 0.5045 loss_class_dn: 0.1011 loss_bbox_dn: 0.2296 loss_giou_dn: 0.4899 loss_class_dn_0: 0.1446 loss_bbox_dn_0: 0.305 loss_giou_dn_0: 0.6227 loss_class_dn_1: 0.1182 loss_bbox_dn_1: 0.2505 loss_giou_dn_1: 0.5239 loss_class_dn_2: 0.1081 loss_bbox_dn_2: 0.236 loss_giou_dn_2: 0.502 loss_class_dn_3: 0.1045 loss_bbox_dn_3: 0.2306 loss_giou_dn_3: 0.4929 loss_class_dn_4: 0.1018 loss_bbox_dn_4: 0.2295 loss_giou_dn_4: 0.4899 time: 1.1160 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/19 22:14:43 d2.utils.events]: eta: 2 days, 15:40:57 iter: 17199 total_loss: 11.71 loss_class: 0.307 loss_bbox: 0.1371 loss_giou: 0.4387 loss_class_0: 0.363 loss_bbox_0: 0.1442 loss_giou_0: 0.4574 loss_class_1: 0.3283 loss_bbox_1: 0.1423 loss_giou_1: 0.4497 loss_class_2: 0.3099 loss_bbox_2: 0.1388 loss_giou_2: 0.4434 loss_class_3: 0.3095 loss_bbox_3: 0.1369 loss_giou_3: 0.4389 loss_class_4: 0.3073 loss_bbox_4: 0.1365 loss_giou_4: 0.4366 loss_class_enc: 0.3526 loss_bbox_enc: 0.1652 loss_giou_enc: 0.5014 loss_class_dn: 0.09901 loss_bbox_dn: 0.2191 loss_giou_dn: 0.4863 loss_class_dn_0: 0.1416 loss_bbox_dn_0: 0.3023 loss_giou_dn_0: 0.6235 loss_class_dn_1: 0.1155 loss_bbox_dn_1: 0.2434 loss_giou_dn_1: 0.5239 loss_class_dn_2: 0.1057 loss_bbox_dn_2: 0.2252 loss_giou_dn_2: 0.4988 loss_class_dn_3: 0.1032 loss_bbox_dn_3: 0.2205 loss_giou_dn_3: 0.4882 loss_class_dn_4: 0.1004 loss_bbox_dn_4: 0.219 loss_giou_dn_4: 0.4862 time: 1.1160 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/19 22:15:40 d2.utils.events]: eta: 2 days, 15:42:42 iter: 17249 total_loss: 11.84 loss_class: 0.3051 loss_bbox: 0.137 loss_giou: 0.4414 loss_class_0: 0.3623 loss_bbox_0: 0.1465 loss_giou_0: 0.4582 loss_class_1: 0.3266 loss_bbox_1: 0.1434 loss_giou_1: 0.452 loss_class_2: 0.3106 loss_bbox_2: 0.1406 loss_giou_2: 0.4478 loss_class_3: 0.309 loss_bbox_3: 0.1386 loss_giou_3: 0.4418 loss_class_4: 0.3064 loss_bbox_4: 0.1374 loss_giou_4: 0.4418 loss_class_enc: 0.3565 loss_bbox_enc: 0.17 loss_giou_enc: 0.505 loss_class_dn: 0.09785 loss_bbox_dn: 0.2153 loss_giou_dn: 0.4893 loss_class_dn_0: 0.1403 loss_bbox_dn_0: 0.2879 loss_giou_dn_0: 0.6268 loss_class_dn_1: 0.1138 loss_bbox_dn_1: 0.234 loss_giou_dn_1: 0.5291 loss_class_dn_2: 0.104 loss_bbox_dn_2: 0.2209 loss_giou_dn_2: 0.503 loss_class_dn_3: 0.1016 loss_bbox_dn_3: 0.2161 loss_giou_dn_3: 0.4922 loss_class_dn_4: 0.0989 loss_bbox_dn_4: 0.2154 loss_giou_dn_4: 0.4891 time: 1.1161 data_time: 0.1032 lr: 0.0001 max_mem: 43217M [05/19 22:16:36 d2.utils.events]: eta: 2 days, 15:41:56 iter: 17299 total_loss: 11.41 loss_class: 0.3065 loss_bbox: 0.1358 loss_giou: 0.4366 loss_class_0: 0.3632 loss_bbox_0: 0.1424 loss_giou_0: 0.4472 loss_class_1: 0.3263 loss_bbox_1: 0.1408 loss_giou_1: 0.4459 loss_class_2: 0.3123 loss_bbox_2: 0.1374 loss_giou_2: 0.4408 loss_class_3: 0.3076 loss_bbox_3: 0.1351 loss_giou_3: 0.4379 loss_class_4: 0.3051 loss_bbox_4: 0.135 loss_giou_4: 0.4368 loss_class_enc: 0.3578 loss_bbox_enc: 0.1636 loss_giou_enc: 0.5013 loss_class_dn: 0.09862 loss_bbox_dn: 0.2206 loss_giou_dn: 0.4804 loss_class_dn_0: 0.1442 loss_bbox_dn_0: 0.2925 loss_giou_dn_0: 0.6112 loss_class_dn_1: 0.1166 loss_bbox_dn_1: 0.2397 loss_giou_dn_1: 0.5137 loss_class_dn_2: 0.1049 loss_bbox_dn_2: 0.2249 loss_giou_dn_2: 0.4905 loss_class_dn_3: 0.1013 loss_bbox_dn_3: 0.2212 loss_giou_dn_3: 0.4823 loss_class_dn_4: 0.09965 loss_bbox_dn_4: 0.2207 loss_giou_dn_4: 0.4801 time: 1.1161 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/19 22:17:33 d2.utils.events]: eta: 2 days, 15:42:05 iter: 17349 total_loss: 11.66 loss_class: 0.3067 loss_bbox: 0.1393 loss_giou: 0.4394 loss_class_0: 0.3603 loss_bbox_0: 0.1483 loss_giou_0: 0.4566 loss_class_1: 0.3246 loss_bbox_1: 0.1456 loss_giou_1: 0.4506 loss_class_2: 0.3138 loss_bbox_2: 0.142 loss_giou_2: 0.4482 loss_class_3: 0.3109 loss_bbox_3: 0.1413 loss_giou_3: 0.4407 loss_class_4: 0.308 loss_bbox_4: 0.1398 loss_giou_4: 0.4401 loss_class_enc: 0.3542 loss_bbox_enc: 0.1688 loss_giou_enc: 0.5062 loss_class_dn: 0.09883 loss_bbox_dn: 0.2184 loss_giou_dn: 0.4886 loss_class_dn_0: 0.1402 loss_bbox_dn_0: 0.2887 loss_giou_dn_0: 0.6261 loss_class_dn_1: 0.1159 loss_bbox_dn_1: 0.2366 loss_giou_dn_1: 0.5291 loss_class_dn_2: 0.1062 loss_bbox_dn_2: 0.2241 loss_giou_dn_2: 0.5029 loss_class_dn_3: 0.1027 loss_bbox_dn_3: 0.2185 loss_giou_dn_3: 0.4916 loss_class_dn_4: 0.1008 loss_bbox_dn_4: 0.2185 loss_giou_dn_4: 0.4885 time: 1.1161 data_time: 0.1044 lr: 0.0001 max_mem: 43217M [05/19 22:18:30 d2.utils.events]: eta: 2 days, 15:43:55 iter: 17399 total_loss: 11.57 loss_class: 0.3052 loss_bbox: 0.1375 loss_giou: 0.438 loss_class_0: 0.3616 loss_bbox_0: 0.1432 loss_giou_0: 0.4492 loss_class_1: 0.3273 loss_bbox_1: 0.1426 loss_giou_1: 0.4487 loss_class_2: 0.3105 loss_bbox_2: 0.1403 loss_giou_2: 0.4412 loss_class_3: 0.3088 loss_bbox_3: 0.1391 loss_giou_3: 0.4391 loss_class_4: 0.3065 loss_bbox_4: 0.1385 loss_giou_4: 0.4379 loss_class_enc: 0.3536 loss_bbox_enc: 0.1634 loss_giou_enc: 0.4922 loss_class_dn: 0.09862 loss_bbox_dn: 0.2142 loss_giou_dn: 0.4825 loss_class_dn_0: 0.1437 loss_bbox_dn_0: 0.2865 loss_giou_dn_0: 0.6183 loss_class_dn_1: 0.1175 loss_bbox_dn_1: 0.2353 loss_giou_dn_1: 0.5202 loss_class_dn_2: 0.1067 loss_bbox_dn_2: 0.2196 loss_giou_dn_2: 0.4948 loss_class_dn_3: 0.1037 loss_bbox_dn_3: 0.2153 loss_giou_dn_3: 0.4854 loss_class_dn_4: 0.1007 loss_bbox_dn_4: 0.2142 loss_giou_dn_4: 0.4825 time: 1.1161 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/19 22:19:26 d2.utils.events]: eta: 2 days, 15:43:00 iter: 17449 total_loss: 11.59 loss_class: 0.3033 loss_bbox: 0.1382 loss_giou: 0.4382 loss_class_0: 0.3607 loss_bbox_0: 0.1485 loss_giou_0: 0.4613 loss_class_1: 0.3249 loss_bbox_1: 0.144 loss_giou_1: 0.4515 loss_class_2: 0.3101 loss_bbox_2: 0.1392 loss_giou_2: 0.4437 loss_class_3: 0.3085 loss_bbox_3: 0.1393 loss_giou_3: 0.4405 loss_class_4: 0.3042 loss_bbox_4: 0.1379 loss_giou_4: 0.4389 loss_class_enc: 0.3537 loss_bbox_enc: 0.1717 loss_giou_enc: 0.5068 loss_class_dn: 0.09734 loss_bbox_dn: 0.2185 loss_giou_dn: 0.487 loss_class_dn_0: 0.142 loss_bbox_dn_0: 0.3018 loss_giou_dn_0: 0.6251 loss_class_dn_1: 0.1165 loss_bbox_dn_1: 0.2402 loss_giou_dn_1: 0.5268 loss_class_dn_2: 0.1049 loss_bbox_dn_2: 0.224 loss_giou_dn_2: 0.5002 loss_class_dn_3: 0.1019 loss_bbox_dn_3: 0.2197 loss_giou_dn_3: 0.49 loss_class_dn_4: 0.09894 loss_bbox_dn_4: 0.2186 loss_giou_dn_4: 0.487 time: 1.1162 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/19 22:20:23 d2.utils.events]: eta: 2 days, 15:40:13 iter: 17499 total_loss: 11.74 loss_class: 0.3056 loss_bbox: 0.141 loss_giou: 0.4401 loss_class_0: 0.3676 loss_bbox_0: 0.1517 loss_giou_0: 0.4582 loss_class_1: 0.3276 loss_bbox_1: 0.1473 loss_giou_1: 0.4525 loss_class_2: 0.313 loss_bbox_2: 0.1431 loss_giou_2: 0.4443 loss_class_3: 0.3118 loss_bbox_3: 0.1414 loss_giou_3: 0.4421 loss_class_4: 0.3073 loss_bbox_4: 0.1414 loss_giou_4: 0.4408 loss_class_enc: 0.3598 loss_bbox_enc: 0.1762 loss_giou_enc: 0.5005 loss_class_dn: 0.09916 loss_bbox_dn: 0.2256 loss_giou_dn: 0.4907 loss_class_dn_0: 0.1445 loss_bbox_dn_0: 0.2986 loss_giou_dn_0: 0.6242 loss_class_dn_1: 0.1181 loss_bbox_dn_1: 0.2463 loss_giou_dn_1: 0.5257 loss_class_dn_2: 0.1073 loss_bbox_dn_2: 0.2318 loss_giou_dn_2: 0.5028 loss_class_dn_3: 0.1033 loss_bbox_dn_3: 0.2272 loss_giou_dn_3: 0.4935 loss_class_dn_4: 0.1008 loss_bbox_dn_4: 0.2256 loss_giou_dn_4: 0.4907 time: 1.1161 data_time: 0.1027 lr: 0.0001 max_mem: 43217M [05/19 22:21:19 d2.utils.events]: eta: 2 days, 15:37:11 iter: 17549 total_loss: 11.64 loss_class: 0.307 loss_bbox: 0.1392 loss_giou: 0.4399 loss_class_0: 0.3661 loss_bbox_0: 0.1462 loss_giou_0: 0.4535 loss_class_1: 0.3296 loss_bbox_1: 0.1454 loss_giou_1: 0.4512 loss_class_2: 0.3134 loss_bbox_2: 0.1404 loss_giou_2: 0.4466 loss_class_3: 0.3099 loss_bbox_3: 0.1395 loss_giou_3: 0.4426 loss_class_4: 0.3076 loss_bbox_4: 0.1389 loss_giou_4: 0.4403 loss_class_enc: 0.3577 loss_bbox_enc: 0.1679 loss_giou_enc: 0.5003 loss_class_dn: 0.09738 loss_bbox_dn: 0.2136 loss_giou_dn: 0.4845 loss_class_dn_0: 0.1424 loss_bbox_dn_0: 0.2897 loss_giou_dn_0: 0.6153 loss_class_dn_1: 0.1157 loss_bbox_dn_1: 0.2352 loss_giou_dn_1: 0.5202 loss_class_dn_2: 0.1029 loss_bbox_dn_2: 0.2187 loss_giou_dn_2: 0.4958 loss_class_dn_3: 0.1006 loss_bbox_dn_3: 0.2148 loss_giou_dn_3: 0.4863 loss_class_dn_4: 0.09883 loss_bbox_dn_4: 0.2136 loss_giou_dn_4: 0.4845 time: 1.1162 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/19 22:22:15 d2.utils.events]: eta: 2 days, 15:37:29 iter: 17599 total_loss: 11.56 loss_class: 0.3008 loss_bbox: 0.1386 loss_giou: 0.4396 loss_class_0: 0.3589 loss_bbox_0: 0.149 loss_giou_0: 0.4542 loss_class_1: 0.3222 loss_bbox_1: 0.1442 loss_giou_1: 0.4489 loss_class_2: 0.3083 loss_bbox_2: 0.1409 loss_giou_2: 0.4461 loss_class_3: 0.3043 loss_bbox_3: 0.1398 loss_giou_3: 0.4408 loss_class_4: 0.3022 loss_bbox_4: 0.139 loss_giou_4: 0.4391 loss_class_enc: 0.3534 loss_bbox_enc: 0.1701 loss_giou_enc: 0.5008 loss_class_dn: 0.09693 loss_bbox_dn: 0.2171 loss_giou_dn: 0.4863 loss_class_dn_0: 0.1384 loss_bbox_dn_0: 0.2889 loss_giou_dn_0: 0.6284 loss_class_dn_1: 0.113 loss_bbox_dn_1: 0.2337 loss_giou_dn_1: 0.5237 loss_class_dn_2: 0.1036 loss_bbox_dn_2: 0.2209 loss_giou_dn_2: 0.4992 loss_class_dn_3: 0.09936 loss_bbox_dn_3: 0.2179 loss_giou_dn_3: 0.4888 loss_class_dn_4: 0.09808 loss_bbox_dn_4: 0.2172 loss_giou_dn_4: 0.4864 time: 1.1162 data_time: 0.1021 lr: 0.0001 max_mem: 43217M [05/19 22:23:11 d2.utils.events]: eta: 2 days, 15:35:54 iter: 17649 total_loss: 11.76 loss_class: 0.3085 loss_bbox: 0.1371 loss_giou: 0.4426 loss_class_0: 0.3699 loss_bbox_0: 0.1469 loss_giou_0: 0.4544 loss_class_1: 0.3298 loss_bbox_1: 0.1455 loss_giou_1: 0.4547 loss_class_2: 0.3151 loss_bbox_2: 0.1408 loss_giou_2: 0.4466 loss_class_3: 0.3111 loss_bbox_3: 0.1377 loss_giou_3: 0.4424 loss_class_4: 0.31 loss_bbox_4: 0.1367 loss_giou_4: 0.4419 loss_class_enc: 0.3601 loss_bbox_enc: 0.1697 loss_giou_enc: 0.5011 loss_class_dn: 0.1 loss_bbox_dn: 0.2155 loss_giou_dn: 0.493 loss_class_dn_0: 0.1423 loss_bbox_dn_0: 0.2873 loss_giou_dn_0: 0.625 loss_class_dn_1: 0.1151 loss_bbox_dn_1: 0.2371 loss_giou_dn_1: 0.5299 loss_class_dn_2: 0.1063 loss_bbox_dn_2: 0.2213 loss_giou_dn_2: 0.5049 loss_class_dn_3: 0.1038 loss_bbox_dn_3: 0.2167 loss_giou_dn_3: 0.4951 loss_class_dn_4: 0.1017 loss_bbox_dn_4: 0.2155 loss_giou_dn_4: 0.493 time: 1.1161 data_time: 0.1037 lr: 0.0001 max_mem: 43217M [05/19 22:24:06 d2.utils.events]: eta: 2 days, 15:31:29 iter: 17699 total_loss: 11.65 loss_class: 0.3042 loss_bbox: 0.1365 loss_giou: 0.4541 loss_class_0: 0.3582 loss_bbox_0: 0.1439 loss_giou_0: 0.4638 loss_class_1: 0.3241 loss_bbox_1: 0.1431 loss_giou_1: 0.4593 loss_class_2: 0.3084 loss_bbox_2: 0.1383 loss_giou_2: 0.4557 loss_class_3: 0.3065 loss_bbox_3: 0.1384 loss_giou_3: 0.4563 loss_class_4: 0.3062 loss_bbox_4: 0.1361 loss_giou_4: 0.4549 loss_class_enc: 0.3513 loss_bbox_enc: 0.1664 loss_giou_enc: 0.5048 loss_class_dn: 0.09627 loss_bbox_dn: 0.2167 loss_giou_dn: 0.4904 loss_class_dn_0: 0.1382 loss_bbox_dn_0: 0.2921 loss_giou_dn_0: 0.6269 loss_class_dn_1: 0.1125 loss_bbox_dn_1: 0.237 loss_giou_dn_1: 0.5257 loss_class_dn_2: 0.1023 loss_bbox_dn_2: 0.2222 loss_giou_dn_2: 0.5021 loss_class_dn_3: 0.09994 loss_bbox_dn_3: 0.2178 loss_giou_dn_3: 0.4935 loss_class_dn_4: 0.09764 loss_bbox_dn_4: 0.2167 loss_giou_dn_4: 0.4904 time: 1.1161 data_time: 0.1020 lr: 0.0001 max_mem: 43217M [05/19 22:25:02 d2.utils.events]: eta: 2 days, 15:30:38 iter: 17749 total_loss: 11.74 loss_class: 0.316 loss_bbox: 0.1389 loss_giou: 0.4391 loss_class_0: 0.3741 loss_bbox_0: 0.1443 loss_giou_0: 0.4553 loss_class_1: 0.337 loss_bbox_1: 0.1442 loss_giou_1: 0.4548 loss_class_2: 0.3233 loss_bbox_2: 0.1401 loss_giou_2: 0.4452 loss_class_3: 0.3184 loss_bbox_3: 0.1391 loss_giou_3: 0.4414 loss_class_4: 0.3172 loss_bbox_4: 0.1392 loss_giou_4: 0.44 loss_class_enc: 0.3684 loss_bbox_enc: 0.1682 loss_giou_enc: 0.496 loss_class_dn: 0.09947 loss_bbox_dn: 0.2202 loss_giou_dn: 0.4877 loss_class_dn_0: 0.144 loss_bbox_dn_0: 0.2932 loss_giou_dn_0: 0.6253 loss_class_dn_1: 0.1179 loss_bbox_dn_1: 0.2384 loss_giou_dn_1: 0.5265 loss_class_dn_2: 0.1071 loss_bbox_dn_2: 0.2247 loss_giou_dn_2: 0.5002 loss_class_dn_3: 0.104 loss_bbox_dn_3: 0.221 loss_giou_dn_3: 0.4904 loss_class_dn_4: 0.1009 loss_bbox_dn_4: 0.2204 loss_giou_dn_4: 0.4875 time: 1.1161 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/19 22:25:58 d2.utils.events]: eta: 2 days, 15:27:43 iter: 17799 total_loss: 11.65 loss_class: 0.3065 loss_bbox: 0.1367 loss_giou: 0.4339 loss_class_0: 0.3624 loss_bbox_0: 0.1448 loss_giou_0: 0.4547 loss_class_1: 0.3258 loss_bbox_1: 0.1411 loss_giou_1: 0.4469 loss_class_2: 0.3154 loss_bbox_2: 0.1384 loss_giou_2: 0.4382 loss_class_3: 0.3103 loss_bbox_3: 0.1374 loss_giou_3: 0.4365 loss_class_4: 0.3078 loss_bbox_4: 0.1367 loss_giou_4: 0.436 loss_class_enc: 0.3539 loss_bbox_enc: 0.1654 loss_giou_enc: 0.4983 loss_class_dn: 0.09817 loss_bbox_dn: 0.2221 loss_giou_dn: 0.4872 loss_class_dn_0: 0.1404 loss_bbox_dn_0: 0.2956 loss_giou_dn_0: 0.6228 loss_class_dn_1: 0.1151 loss_bbox_dn_1: 0.2461 loss_giou_dn_1: 0.5266 loss_class_dn_2: 0.1052 loss_bbox_dn_2: 0.2296 loss_giou_dn_2: 0.5022 loss_class_dn_3: 0.1024 loss_bbox_dn_3: 0.2234 loss_giou_dn_3: 0.4913 loss_class_dn_4: 0.09932 loss_bbox_dn_4: 0.222 loss_giou_dn_4: 0.4871 time: 1.1161 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/19 22:26:53 d2.utils.events]: eta: 2 days, 15:26:06 iter: 17849 total_loss: 11.78 loss_class: 0.3056 loss_bbox: 0.1402 loss_giou: 0.4428 loss_class_0: 0.3628 loss_bbox_0: 0.148 loss_giou_0: 0.4612 loss_class_1: 0.3254 loss_bbox_1: 0.147 loss_giou_1: 0.4556 loss_class_2: 0.3102 loss_bbox_2: 0.1408 loss_giou_2: 0.4486 loss_class_3: 0.3104 loss_bbox_3: 0.1399 loss_giou_3: 0.4455 loss_class_4: 0.3073 loss_bbox_4: 0.1402 loss_giou_4: 0.4437 loss_class_enc: 0.3604 loss_bbox_enc: 0.1702 loss_giou_enc: 0.5034 loss_class_dn: 0.1039 loss_bbox_dn: 0.2205 loss_giou_dn: 0.4903 loss_class_dn_0: 0.1473 loss_bbox_dn_0: 0.3003 loss_giou_dn_0: 0.6252 loss_class_dn_1: 0.1221 loss_bbox_dn_1: 0.2426 loss_giou_dn_1: 0.5265 loss_class_dn_2: 0.1118 loss_bbox_dn_2: 0.2286 loss_giou_dn_2: 0.5038 loss_class_dn_3: 0.1081 loss_bbox_dn_3: 0.2218 loss_giou_dn_3: 0.4932 loss_class_dn_4: 0.1056 loss_bbox_dn_4: 0.2206 loss_giou_dn_4: 0.4903 time: 1.1161 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/19 22:27:49 d2.utils.events]: eta: 2 days, 15:26:59 iter: 17899 total_loss: 11.43 loss_class: 0.3012 loss_bbox: 0.1333 loss_giou: 0.4423 loss_class_0: 0.3568 loss_bbox_0: 0.1434 loss_giou_0: 0.4653 loss_class_1: 0.3175 loss_bbox_1: 0.1423 loss_giou_1: 0.4573 loss_class_2: 0.3054 loss_bbox_2: 0.1379 loss_giou_2: 0.4521 loss_class_3: 0.3047 loss_bbox_3: 0.1347 loss_giou_3: 0.444 loss_class_4: 0.3024 loss_bbox_4: 0.1337 loss_giou_4: 0.4415 loss_class_enc: 0.3529 loss_bbox_enc: 0.1659 loss_giou_enc: 0.5138 loss_class_dn: 0.09503 loss_bbox_dn: 0.2164 loss_giou_dn: 0.4864 loss_class_dn_0: 0.1357 loss_bbox_dn_0: 0.2868 loss_giou_dn_0: 0.6221 loss_class_dn_1: 0.1114 loss_bbox_dn_1: 0.2339 loss_giou_dn_1: 0.5247 loss_class_dn_2: 0.102 loss_bbox_dn_2: 0.2207 loss_giou_dn_2: 0.4984 loss_class_dn_3: 0.09942 loss_bbox_dn_3: 0.2172 loss_giou_dn_3: 0.4889 loss_class_dn_4: 0.09614 loss_bbox_dn_4: 0.2165 loss_giou_dn_4: 0.4864 time: 1.1160 data_time: 0.1098 lr: 0.0001 max_mem: 43217M [05/19 22:28:46 d2.utils.events]: eta: 2 days, 15:24:16 iter: 17949 total_loss: 11.69 loss_class: 0.3028 loss_bbox: 0.137 loss_giou: 0.4363 loss_class_0: 0.3573 loss_bbox_0: 0.1467 loss_giou_0: 0.4567 loss_class_1: 0.3221 loss_bbox_1: 0.1431 loss_giou_1: 0.4494 loss_class_2: 0.3078 loss_bbox_2: 0.1403 loss_giou_2: 0.4427 loss_class_3: 0.3053 loss_bbox_3: 0.1378 loss_giou_3: 0.4388 loss_class_4: 0.3036 loss_bbox_4: 0.1365 loss_giou_4: 0.4368 loss_class_enc: 0.3493 loss_bbox_enc: 0.1665 loss_giou_enc: 0.5058 loss_class_dn: 0.09501 loss_bbox_dn: 0.2088 loss_giou_dn: 0.4871 loss_class_dn_0: 0.138 loss_bbox_dn_0: 0.2854 loss_giou_dn_0: 0.627 loss_class_dn_1: 0.1112 loss_bbox_dn_1: 0.2291 loss_giou_dn_1: 0.5257 loss_class_dn_2: 0.1019 loss_bbox_dn_2: 0.214 loss_giou_dn_2: 0.5004 loss_class_dn_3: 0.09935 loss_bbox_dn_3: 0.21 loss_giou_dn_3: 0.4899 loss_class_dn_4: 0.09633 loss_bbox_dn_4: 0.2087 loss_giou_dn_4: 0.4871 time: 1.1161 data_time: 0.0904 lr: 0.0001 max_mem: 43217M [05/19 22:29:42 d2.utils.events]: eta: 2 days, 15:24:27 iter: 17999 total_loss: 11.53 loss_class: 0.3092 loss_bbox: 0.1339 loss_giou: 0.4378 loss_class_0: 0.3625 loss_bbox_0: 0.1412 loss_giou_0: 0.4519 loss_class_1: 0.3267 loss_bbox_1: 0.1404 loss_giou_1: 0.4462 loss_class_2: 0.3139 loss_bbox_2: 0.1374 loss_giou_2: 0.4444 loss_class_3: 0.312 loss_bbox_3: 0.1365 loss_giou_3: 0.4412 loss_class_4: 0.3094 loss_bbox_4: 0.1342 loss_giou_4: 0.4362 loss_class_enc: 0.3547 loss_bbox_enc: 0.1635 loss_giou_enc: 0.499 loss_class_dn: 0.09941 loss_bbox_dn: 0.2112 loss_giou_dn: 0.4834 loss_class_dn_0: 0.1408 loss_bbox_dn_0: 0.2756 loss_giou_dn_0: 0.6153 loss_class_dn_1: 0.1149 loss_bbox_dn_1: 0.2282 loss_giou_dn_1: 0.5188 loss_class_dn_2: 0.1051 loss_bbox_dn_2: 0.2157 loss_giou_dn_2: 0.4948 loss_class_dn_3: 0.1026 loss_bbox_dn_3: 0.2117 loss_giou_dn_3: 0.486 loss_class_dn_4: 0.1002 loss_bbox_dn_4: 0.2112 loss_giou_dn_4: 0.4833 time: 1.1161 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/19 22:30:38 d2.utils.events]: eta: 2 days, 15:31:04 iter: 18049 total_loss: 11.77 loss_class: 0.3124 loss_bbox: 0.137 loss_giou: 0.4449 loss_class_0: 0.3664 loss_bbox_0: 0.1461 loss_giou_0: 0.4596 loss_class_1: 0.3291 loss_bbox_1: 0.1449 loss_giou_1: 0.46 loss_class_2: 0.3184 loss_bbox_2: 0.1406 loss_giou_2: 0.4512 loss_class_3: 0.3154 loss_bbox_3: 0.1374 loss_giou_3: 0.4488 loss_class_4: 0.3132 loss_bbox_4: 0.1376 loss_giou_4: 0.4451 loss_class_enc: 0.3597 loss_bbox_enc: 0.165 loss_giou_enc: 0.5001 loss_class_dn: 0.09846 loss_bbox_dn: 0.2039 loss_giou_dn: 0.4884 loss_class_dn_0: 0.1399 loss_bbox_dn_0: 0.2777 loss_giou_dn_0: 0.6228 loss_class_dn_1: 0.1139 loss_bbox_dn_1: 0.2257 loss_giou_dn_1: 0.5268 loss_class_dn_2: 0.1048 loss_bbox_dn_2: 0.2114 loss_giou_dn_2: 0.5029 loss_class_dn_3: 0.1024 loss_bbox_dn_3: 0.2054 loss_giou_dn_3: 0.4915 loss_class_dn_4: 0.1003 loss_bbox_dn_4: 0.204 loss_giou_dn_4: 0.4882 time: 1.1161 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/19 22:31:34 d2.utils.events]: eta: 2 days, 15:28:56 iter: 18099 total_loss: 11.52 loss_class: 0.2975 loss_bbox: 0.1331 loss_giou: 0.437 loss_class_0: 0.3569 loss_bbox_0: 0.14 loss_giou_0: 0.4518 loss_class_1: 0.32 loss_bbox_1: 0.1382 loss_giou_1: 0.4493 loss_class_2: 0.3037 loss_bbox_2: 0.1368 loss_giou_2: 0.442 loss_class_3: 0.3008 loss_bbox_3: 0.1344 loss_giou_3: 0.4399 loss_class_4: 0.2996 loss_bbox_4: 0.1333 loss_giou_4: 0.4376 loss_class_enc: 0.3492 loss_bbox_enc: 0.1622 loss_giou_enc: 0.4994 loss_class_dn: 0.09583 loss_bbox_dn: 0.2161 loss_giou_dn: 0.4819 loss_class_dn_0: 0.1394 loss_bbox_dn_0: 0.2916 loss_giou_dn_0: 0.6224 loss_class_dn_1: 0.1108 loss_bbox_dn_1: 0.2379 loss_giou_dn_1: 0.52 loss_class_dn_2: 0.1019 loss_bbox_dn_2: 0.2232 loss_giou_dn_2: 0.4967 loss_class_dn_3: 0.09905 loss_bbox_dn_3: 0.2177 loss_giou_dn_3: 0.4846 loss_class_dn_4: 0.09657 loss_bbox_dn_4: 0.216 loss_giou_dn_4: 0.4816 time: 1.1161 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/19 22:32:30 d2.utils.events]: eta: 2 days, 15:29:58 iter: 18149 total_loss: 11.49 loss_class: 0.3033 loss_bbox: 0.1356 loss_giou: 0.4323 loss_class_0: 0.3607 loss_bbox_0: 0.1453 loss_giou_0: 0.4439 loss_class_1: 0.3217 loss_bbox_1: 0.1424 loss_giou_1: 0.4424 loss_class_2: 0.3087 loss_bbox_2: 0.1393 loss_giou_2: 0.4373 loss_class_3: 0.3057 loss_bbox_3: 0.1374 loss_giou_3: 0.433 loss_class_4: 0.3045 loss_bbox_4: 0.1361 loss_giou_4: 0.4326 loss_class_enc: 0.3534 loss_bbox_enc: 0.1667 loss_giou_enc: 0.4914 loss_class_dn: 0.09288 loss_bbox_dn: 0.2136 loss_giou_dn: 0.477 loss_class_dn_0: 0.1348 loss_bbox_dn_0: 0.2873 loss_giou_dn_0: 0.6118 loss_class_dn_1: 0.1098 loss_bbox_dn_1: 0.2313 loss_giou_dn_1: 0.5128 loss_class_dn_2: 0.09965 loss_bbox_dn_2: 0.2182 loss_giou_dn_2: 0.4901 loss_class_dn_3: 0.09729 loss_bbox_dn_3: 0.2145 loss_giou_dn_3: 0.48 loss_class_dn_4: 0.09469 loss_bbox_dn_4: 0.2137 loss_giou_dn_4: 0.4771 time: 1.1161 data_time: 0.1061 lr: 0.0001 max_mem: 43217M [05/19 22:33:27 d2.utils.events]: eta: 2 days, 15:29:02 iter: 18199 total_loss: 11.73 loss_class: 0.3054 loss_bbox: 0.1386 loss_giou: 0.4373 loss_class_0: 0.364 loss_bbox_0: 0.1461 loss_giou_0: 0.4558 loss_class_1: 0.3236 loss_bbox_1: 0.1442 loss_giou_1: 0.4484 loss_class_2: 0.3108 loss_bbox_2: 0.1409 loss_giou_2: 0.4426 loss_class_3: 0.3082 loss_bbox_3: 0.1395 loss_giou_3: 0.4393 loss_class_4: 0.307 loss_bbox_4: 0.1383 loss_giou_4: 0.4384 loss_class_enc: 0.3506 loss_bbox_enc: 0.1692 loss_giou_enc: 0.5031 loss_class_dn: 0.09539 loss_bbox_dn: 0.2134 loss_giou_dn: 0.4861 loss_class_dn_0: 0.1379 loss_bbox_dn_0: 0.2882 loss_giou_dn_0: 0.6273 loss_class_dn_1: 0.1109 loss_bbox_dn_1: 0.2351 loss_giou_dn_1: 0.5267 loss_class_dn_2: 0.1027 loss_bbox_dn_2: 0.2198 loss_giou_dn_2: 0.5015 loss_class_dn_3: 0.09924 loss_bbox_dn_3: 0.2146 loss_giou_dn_3: 0.4892 loss_class_dn_4: 0.09631 loss_bbox_dn_4: 0.2134 loss_giou_dn_4: 0.4858 time: 1.1161 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/19 22:34:23 d2.utils.events]: eta: 2 days, 15:25:43 iter: 18249 total_loss: 11.58 loss_class: 0.2975 loss_bbox: 0.1331 loss_giou: 0.4378 loss_class_0: 0.3581 loss_bbox_0: 0.143 loss_giou_0: 0.4549 loss_class_1: 0.3179 loss_bbox_1: 0.1434 loss_giou_1: 0.4544 loss_class_2: 0.3033 loss_bbox_2: 0.1379 loss_giou_2: 0.4467 loss_class_3: 0.2988 loss_bbox_3: 0.1351 loss_giou_3: 0.4422 loss_class_4: 0.2979 loss_bbox_4: 0.1335 loss_giou_4: 0.4376 loss_class_enc: 0.3489 loss_bbox_enc: 0.1678 loss_giou_enc: 0.503 loss_class_dn: 0.09743 loss_bbox_dn: 0.2103 loss_giou_dn: 0.4898 loss_class_dn_0: 0.139 loss_bbox_dn_0: 0.2847 loss_giou_dn_0: 0.6293 loss_class_dn_1: 0.1146 loss_bbox_dn_1: 0.2313 loss_giou_dn_1: 0.5277 loss_class_dn_2: 0.1044 loss_bbox_dn_2: 0.216 loss_giou_dn_2: 0.5029 loss_class_dn_3: 0.1028 loss_bbox_dn_3: 0.2118 loss_giou_dn_3: 0.4922 loss_class_dn_4: 0.09909 loss_bbox_dn_4: 0.2103 loss_giou_dn_4: 0.4899 time: 1.1161 data_time: 0.0941 lr: 0.0001 max_mem: 43217M [05/19 22:35:19 d2.utils.events]: eta: 2 days, 15:25:24 iter: 18299 total_loss: 11.72 loss_class: 0.3017 loss_bbox: 0.1331 loss_giou: 0.4439 loss_class_0: 0.3593 loss_bbox_0: 0.1431 loss_giou_0: 0.4621 loss_class_1: 0.3188 loss_bbox_1: 0.1403 loss_giou_1: 0.459 loss_class_2: 0.3072 loss_bbox_2: 0.1358 loss_giou_2: 0.4505 loss_class_3: 0.3044 loss_bbox_3: 0.1334 loss_giou_3: 0.4471 loss_class_4: 0.3023 loss_bbox_4: 0.1328 loss_giou_4: 0.4446 loss_class_enc: 0.3492 loss_bbox_enc: 0.1633 loss_giou_enc: 0.5037 loss_class_dn: 0.09854 loss_bbox_dn: 0.2084 loss_giou_dn: 0.4933 loss_class_dn_0: 0.1401 loss_bbox_dn_0: 0.2869 loss_giou_dn_0: 0.6361 loss_class_dn_1: 0.1144 loss_bbox_dn_1: 0.2301 loss_giou_dn_1: 0.5342 loss_class_dn_2: 0.1053 loss_bbox_dn_2: 0.2135 loss_giou_dn_2: 0.5064 loss_class_dn_3: 0.1032 loss_bbox_dn_3: 0.2092 loss_giou_dn_3: 0.4964 loss_class_dn_4: 0.1002 loss_bbox_dn_4: 0.2084 loss_giou_dn_4: 0.4933 time: 1.1161 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/19 22:36:16 d2.utils.events]: eta: 2 days, 15:25:24 iter: 18349 total_loss: 11.58 loss_class: 0.2967 loss_bbox: 0.1358 loss_giou: 0.4355 loss_class_0: 0.3522 loss_bbox_0: 0.1458 loss_giou_0: 0.459 loss_class_1: 0.3175 loss_bbox_1: 0.1429 loss_giou_1: 0.4514 loss_class_2: 0.3009 loss_bbox_2: 0.1407 loss_giou_2: 0.4443 loss_class_3: 0.2996 loss_bbox_3: 0.1376 loss_giou_3: 0.4383 loss_class_4: 0.2971 loss_bbox_4: 0.1359 loss_giou_4: 0.4352 loss_class_enc: 0.3451 loss_bbox_enc: 0.1648 loss_giou_enc: 0.5025 loss_class_dn: 0.09311 loss_bbox_dn: 0.2063 loss_giou_dn: 0.4819 loss_class_dn_0: 0.1366 loss_bbox_dn_0: 0.2802 loss_giou_dn_0: 0.6209 loss_class_dn_1: 0.111 loss_bbox_dn_1: 0.228 loss_giou_dn_1: 0.5235 loss_class_dn_2: 0.1003 loss_bbox_dn_2: 0.2123 loss_giou_dn_2: 0.495 loss_class_dn_3: 0.09705 loss_bbox_dn_3: 0.2074 loss_giou_dn_3: 0.4847 loss_class_dn_4: 0.09423 loss_bbox_dn_4: 0.2063 loss_giou_dn_4: 0.482 time: 1.1162 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/19 22:37:13 d2.utils.events]: eta: 2 days, 15:23:24 iter: 18399 total_loss: 11.39 loss_class: 0.3058 loss_bbox: 0.1303 loss_giou: 0.443 loss_class_0: 0.364 loss_bbox_0: 0.1373 loss_giou_0: 0.459 loss_class_1: 0.3227 loss_bbox_1: 0.135 loss_giou_1: 0.4555 loss_class_2: 0.3114 loss_bbox_2: 0.133 loss_giou_2: 0.4489 loss_class_3: 0.3103 loss_bbox_3: 0.1309 loss_giou_3: 0.4442 loss_class_4: 0.305 loss_bbox_4: 0.1302 loss_giou_4: 0.4413 loss_class_enc: 0.3574 loss_bbox_enc: 0.158 loss_giou_enc: 0.4962 loss_class_dn: 0.09906 loss_bbox_dn: 0.2057 loss_giou_dn: 0.4785 loss_class_dn_0: 0.1405 loss_bbox_dn_0: 0.2813 loss_giou_dn_0: 0.6178 loss_class_dn_1: 0.1166 loss_bbox_dn_1: 0.2254 loss_giou_dn_1: 0.5156 loss_class_dn_2: 0.1052 loss_bbox_dn_2: 0.2115 loss_giou_dn_2: 0.4926 loss_class_dn_3: 0.1027 loss_bbox_dn_3: 0.2074 loss_giou_dn_3: 0.4814 loss_class_dn_4: 0.1004 loss_bbox_dn_4: 0.2058 loss_giou_dn_4: 0.4783 time: 1.1162 data_time: 0.0978 lr: 0.0001 max_mem: 43217M [05/19 22:38:09 d2.utils.events]: eta: 2 days, 15:22:14 iter: 18449 total_loss: 11.37 loss_class: 0.2956 loss_bbox: 0.135 loss_giou: 0.4314 loss_class_0: 0.3536 loss_bbox_0: 0.1432 loss_giou_0: 0.4455 loss_class_1: 0.3154 loss_bbox_1: 0.1416 loss_giou_1: 0.442 loss_class_2: 0.3011 loss_bbox_2: 0.1376 loss_giou_2: 0.4368 loss_class_3: 0.2988 loss_bbox_3: 0.1355 loss_giou_3: 0.4332 loss_class_4: 0.2966 loss_bbox_4: 0.1353 loss_giou_4: 0.4318 loss_class_enc: 0.3465 loss_bbox_enc: 0.1628 loss_giou_enc: 0.4872 loss_class_dn: 0.09222 loss_bbox_dn: 0.2159 loss_giou_dn: 0.4813 loss_class_dn_0: 0.1336 loss_bbox_dn_0: 0.2883 loss_giou_dn_0: 0.6119 loss_class_dn_1: 0.1093 loss_bbox_dn_1: 0.2373 loss_giou_dn_1: 0.5171 loss_class_dn_2: 0.09859 loss_bbox_dn_2: 0.2207 loss_giou_dn_2: 0.4925 loss_class_dn_3: 0.09595 loss_bbox_dn_3: 0.2167 loss_giou_dn_3: 0.4842 loss_class_dn_4: 0.09412 loss_bbox_dn_4: 0.2159 loss_giou_dn_4: 0.4812 time: 1.1162 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/19 22:39:05 d2.utils.events]: eta: 2 days, 15:21:07 iter: 18499 total_loss: 11.41 loss_class: 0.2983 loss_bbox: 0.1313 loss_giou: 0.4312 loss_class_0: 0.3552 loss_bbox_0: 0.1382 loss_giou_0: 0.4476 loss_class_1: 0.3174 loss_bbox_1: 0.1381 loss_giou_1: 0.4447 loss_class_2: 0.3049 loss_bbox_2: 0.1349 loss_giou_2: 0.439 loss_class_3: 0.3013 loss_bbox_3: 0.1325 loss_giou_3: 0.4337 loss_class_4: 0.2986 loss_bbox_4: 0.131 loss_giou_4: 0.4322 loss_class_enc: 0.3512 loss_bbox_enc: 0.1614 loss_giou_enc: 0.4905 loss_class_dn: 0.09905 loss_bbox_dn: 0.2081 loss_giou_dn: 0.4722 loss_class_dn_0: 0.1404 loss_bbox_dn_0: 0.2874 loss_giou_dn_0: 0.6124 loss_class_dn_1: 0.1157 loss_bbox_dn_1: 0.2324 loss_giou_dn_1: 0.5128 loss_class_dn_2: 0.1068 loss_bbox_dn_2: 0.214 loss_giou_dn_2: 0.487 loss_class_dn_3: 0.1037 loss_bbox_dn_3: 0.21 loss_giou_dn_3: 0.4761 loss_class_dn_4: 0.101 loss_bbox_dn_4: 0.2081 loss_giou_dn_4: 0.4722 time: 1.1162 data_time: 0.1022 lr: 0.0001 max_mem: 43217M [05/19 22:40:00 d2.utils.events]: eta: 2 days, 15:18:43 iter: 18549 total_loss: 11.59 loss_class: 0.2979 loss_bbox: 0.1379 loss_giou: 0.4308 loss_class_0: 0.3576 loss_bbox_0: 0.1473 loss_giou_0: 0.4509 loss_class_1: 0.3162 loss_bbox_1: 0.1471 loss_giou_1: 0.4439 loss_class_2: 0.3042 loss_bbox_2: 0.1436 loss_giou_2: 0.4383 loss_class_3: 0.3021 loss_bbox_3: 0.1404 loss_giou_3: 0.4324 loss_class_4: 0.2985 loss_bbox_4: 0.1388 loss_giou_4: 0.43 loss_class_enc: 0.3474 loss_bbox_enc: 0.1719 loss_giou_enc: 0.4928 loss_class_dn: 0.09627 loss_bbox_dn: 0.2237 loss_giou_dn: 0.4824 loss_class_dn_0: 0.1384 loss_bbox_dn_0: 0.2959 loss_giou_dn_0: 0.6196 loss_class_dn_1: 0.1116 loss_bbox_dn_1: 0.2424 loss_giou_dn_1: 0.5194 loss_class_dn_2: 0.1017 loss_bbox_dn_2: 0.2285 loss_giou_dn_2: 0.4958 loss_class_dn_3: 0.09918 loss_bbox_dn_3: 0.2242 loss_giou_dn_3: 0.4858 loss_class_dn_4: 0.09677 loss_bbox_dn_4: 0.2241 loss_giou_dn_4: 0.4822 time: 1.1161 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/19 22:40:56 d2.utils.events]: eta: 2 days, 15:17:48 iter: 18599 total_loss: 11.63 loss_class: 0.3086 loss_bbox: 0.1321 loss_giou: 0.4335 loss_class_0: 0.3686 loss_bbox_0: 0.14 loss_giou_0: 0.4517 loss_class_1: 0.3263 loss_bbox_1: 0.1391 loss_giou_1: 0.4481 loss_class_2: 0.3118 loss_bbox_2: 0.1358 loss_giou_2: 0.4419 loss_class_3: 0.3094 loss_bbox_3: 0.1343 loss_giou_3: 0.4372 loss_class_4: 0.3081 loss_bbox_4: 0.1317 loss_giou_4: 0.4337 loss_class_enc: 0.3582 loss_bbox_enc: 0.1629 loss_giou_enc: 0.502 loss_class_dn: 0.1013 loss_bbox_dn: 0.2178 loss_giou_dn: 0.4853 loss_class_dn_0: 0.1437 loss_bbox_dn_0: 0.2922 loss_giou_dn_0: 0.6223 loss_class_dn_1: 0.1192 loss_bbox_dn_1: 0.2361 loss_giou_dn_1: 0.5218 loss_class_dn_2: 0.1091 loss_bbox_dn_2: 0.2218 loss_giou_dn_2: 0.4994 loss_class_dn_3: 0.1054 loss_bbox_dn_3: 0.2182 loss_giou_dn_3: 0.4892 loss_class_dn_4: 0.1028 loss_bbox_dn_4: 0.2179 loss_giou_dn_4: 0.4853 time: 1.1161 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/19 22:41:52 d2.utils.events]: eta: 2 days, 15:15:57 iter: 18649 total_loss: 11.88 loss_class: 0.3087 loss_bbox: 0.1415 loss_giou: 0.4479 loss_class_0: 0.3709 loss_bbox_0: 0.1477 loss_giou_0: 0.4624 loss_class_1: 0.3287 loss_bbox_1: 0.1485 loss_giou_1: 0.4618 loss_class_2: 0.3159 loss_bbox_2: 0.1443 loss_giou_2: 0.455 loss_class_3: 0.3123 loss_bbox_3: 0.1427 loss_giou_3: 0.4517 loss_class_4: 0.3093 loss_bbox_4: 0.1421 loss_giou_4: 0.448 loss_class_enc: 0.3596 loss_bbox_enc: 0.171 loss_giou_enc: 0.5064 loss_class_dn: 0.09863 loss_bbox_dn: 0.227 loss_giou_dn: 0.4983 loss_class_dn_0: 0.1401 loss_bbox_dn_0: 0.3023 loss_giou_dn_0: 0.6257 loss_class_dn_1: 0.1144 loss_bbox_dn_1: 0.248 loss_giou_dn_1: 0.5306 loss_class_dn_2: 0.1051 loss_bbox_dn_2: 0.2325 loss_giou_dn_2: 0.509 loss_class_dn_3: 0.102 loss_bbox_dn_3: 0.2282 loss_giou_dn_3: 0.5004 loss_class_dn_4: 0.09982 loss_bbox_dn_4: 0.227 loss_giou_dn_4: 0.4982 time: 1.1161 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/19 22:42:48 d2.utils.events]: eta: 2 days, 15:18:33 iter: 18699 total_loss: 11.53 loss_class: 0.3006 loss_bbox: 0.1364 loss_giou: 0.4425 loss_class_0: 0.3547 loss_bbox_0: 0.1444 loss_giou_0: 0.4601 loss_class_1: 0.32 loss_bbox_1: 0.143 loss_giou_1: 0.4567 loss_class_2: 0.3049 loss_bbox_2: 0.1389 loss_giou_2: 0.4512 loss_class_3: 0.3043 loss_bbox_3: 0.1381 loss_giou_3: 0.4456 loss_class_4: 0.3026 loss_bbox_4: 0.136 loss_giou_4: 0.4428 loss_class_enc: 0.3476 loss_bbox_enc: 0.1629 loss_giou_enc: 0.5037 loss_class_dn: 0.09196 loss_bbox_dn: 0.2143 loss_giou_dn: 0.4832 loss_class_dn_0: 0.1344 loss_bbox_dn_0: 0.2882 loss_giou_dn_0: 0.6179 loss_class_dn_1: 0.1081 loss_bbox_dn_1: 0.2348 loss_giou_dn_1: 0.5201 loss_class_dn_2: 0.09938 loss_bbox_dn_2: 0.2198 loss_giou_dn_2: 0.4963 loss_class_dn_3: 0.09684 loss_bbox_dn_3: 0.2154 loss_giou_dn_3: 0.4858 loss_class_dn_4: 0.09345 loss_bbox_dn_4: 0.2144 loss_giou_dn_4: 0.4831 time: 1.1161 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/19 22:43:44 d2.utils.events]: eta: 2 days, 15:17:57 iter: 18749 total_loss: 11.43 loss_class: 0.3002 loss_bbox: 0.1352 loss_giou: 0.4288 loss_class_0: 0.3593 loss_bbox_0: 0.1422 loss_giou_0: 0.4462 loss_class_1: 0.3238 loss_bbox_1: 0.1405 loss_giou_1: 0.4384 loss_class_2: 0.3056 loss_bbox_2: 0.1379 loss_giou_2: 0.4349 loss_class_3: 0.3032 loss_bbox_3: 0.1372 loss_giou_3: 0.4309 loss_class_4: 0.3015 loss_bbox_4: 0.1352 loss_giou_4: 0.4295 loss_class_enc: 0.3541 loss_bbox_enc: 0.1659 loss_giou_enc: 0.4877 loss_class_dn: 0.09828 loss_bbox_dn: 0.2197 loss_giou_dn: 0.4756 loss_class_dn_0: 0.14 loss_bbox_dn_0: 0.2974 loss_giou_dn_0: 0.6164 loss_class_dn_1: 0.1133 loss_bbox_dn_1: 0.2423 loss_giou_dn_1: 0.516 loss_class_dn_2: 0.1041 loss_bbox_dn_2: 0.2269 loss_giou_dn_2: 0.49 loss_class_dn_3: 0.1021 loss_bbox_dn_3: 0.2208 loss_giou_dn_3: 0.4788 loss_class_dn_4: 0.09923 loss_bbox_dn_4: 0.2197 loss_giou_dn_4: 0.4757 time: 1.1161 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/19 22:44:40 d2.utils.events]: eta: 2 days, 15:17:01 iter: 18799 total_loss: 11.62 loss_class: 0.3095 loss_bbox: 0.1385 loss_giou: 0.4429 loss_class_0: 0.3634 loss_bbox_0: 0.148 loss_giou_0: 0.459 loss_class_1: 0.3246 loss_bbox_1: 0.1453 loss_giou_1: 0.4532 loss_class_2: 0.313 loss_bbox_2: 0.1413 loss_giou_2: 0.4484 loss_class_3: 0.3123 loss_bbox_3: 0.1409 loss_giou_3: 0.4457 loss_class_4: 0.3097 loss_bbox_4: 0.1397 loss_giou_4: 0.4436 loss_class_enc: 0.3565 loss_bbox_enc: 0.1698 loss_giou_enc: 0.5019 loss_class_dn: 0.09773 loss_bbox_dn: 0.2103 loss_giou_dn: 0.4877 loss_class_dn_0: 0.1402 loss_bbox_dn_0: 0.2905 loss_giou_dn_0: 0.6248 loss_class_dn_1: 0.1149 loss_bbox_dn_1: 0.2332 loss_giou_dn_1: 0.5276 loss_class_dn_2: 0.1047 loss_bbox_dn_2: 0.217 loss_giou_dn_2: 0.502 loss_class_dn_3: 0.1012 loss_bbox_dn_3: 0.2116 loss_giou_dn_3: 0.4905 loss_class_dn_4: 0.09978 loss_bbox_dn_4: 0.2102 loss_giou_dn_4: 0.4875 time: 1.1161 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/19 22:45:36 d2.utils.events]: eta: 2 days, 15:17:32 iter: 18849 total_loss: 11.56 loss_class: 0.2958 loss_bbox: 0.1361 loss_giou: 0.4253 loss_class_0: 0.3553 loss_bbox_0: 0.1413 loss_giou_0: 0.4443 loss_class_1: 0.3174 loss_bbox_1: 0.1408 loss_giou_1: 0.4388 loss_class_2: 0.3015 loss_bbox_2: 0.1374 loss_giou_2: 0.4329 loss_class_3: 0.3007 loss_bbox_3: 0.1373 loss_giou_3: 0.4266 loss_class_4: 0.2965 loss_bbox_4: 0.1363 loss_giou_4: 0.4269 loss_class_enc: 0.3492 loss_bbox_enc: 0.1672 loss_giou_enc: 0.4927 loss_class_dn: 0.09423 loss_bbox_dn: 0.2169 loss_giou_dn: 0.4798 loss_class_dn_0: 0.1357 loss_bbox_dn_0: 0.2921 loss_giou_dn_0: 0.6183 loss_class_dn_1: 0.1096 loss_bbox_dn_1: 0.2381 loss_giou_dn_1: 0.5159 loss_class_dn_2: 0.1006 loss_bbox_dn_2: 0.2224 loss_giou_dn_2: 0.4919 loss_class_dn_3: 0.09795 loss_bbox_dn_3: 0.2183 loss_giou_dn_3: 0.4827 loss_class_dn_4: 0.0951 loss_bbox_dn_4: 0.217 loss_giou_dn_4: 0.4797 time: 1.1160 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/19 22:46:32 d2.utils.events]: eta: 2 days, 15:20:08 iter: 18899 total_loss: 11.51 loss_class: 0.3062 loss_bbox: 0.1299 loss_giou: 0.4377 loss_class_0: 0.3606 loss_bbox_0: 0.1411 loss_giou_0: 0.4522 loss_class_1: 0.3241 loss_bbox_1: 0.1372 loss_giou_1: 0.4469 loss_class_2: 0.3105 loss_bbox_2: 0.1354 loss_giou_2: 0.4434 loss_class_3: 0.3092 loss_bbox_3: 0.1315 loss_giou_3: 0.4405 loss_class_4: 0.308 loss_bbox_4: 0.1314 loss_giou_4: 0.4371 loss_class_enc: 0.3535 loss_bbox_enc: 0.1631 loss_giou_enc: 0.4993 loss_class_dn: 0.09946 loss_bbox_dn: 0.2061 loss_giou_dn: 0.4821 loss_class_dn_0: 0.1419 loss_bbox_dn_0: 0.2811 loss_giou_dn_0: 0.6292 loss_class_dn_1: 0.1176 loss_bbox_dn_1: 0.2284 loss_giou_dn_1: 0.5192 loss_class_dn_2: 0.108 loss_bbox_dn_2: 0.2113 loss_giou_dn_2: 0.4944 loss_class_dn_3: 0.1041 loss_bbox_dn_3: 0.2073 loss_giou_dn_3: 0.4844 loss_class_dn_4: 0.1007 loss_bbox_dn_4: 0.206 loss_giou_dn_4: 0.482 time: 1.1161 data_time: 0.1042 lr: 0.0001 max_mem: 43217M [05/19 22:47:30 d2.utils.events]: eta: 2 days, 15:20:55 iter: 18949 total_loss: 11.32 loss_class: 0.302 loss_bbox: 0.1336 loss_giou: 0.4344 loss_class_0: 0.3599 loss_bbox_0: 0.1437 loss_giou_0: 0.4532 loss_class_1: 0.3268 loss_bbox_1: 0.1411 loss_giou_1: 0.446 loss_class_2: 0.3097 loss_bbox_2: 0.138 loss_giou_2: 0.4421 loss_class_3: 0.3073 loss_bbox_3: 0.1363 loss_giou_3: 0.4361 loss_class_4: 0.3014 loss_bbox_4: 0.1343 loss_giou_4: 0.4349 loss_class_enc: 0.3506 loss_bbox_enc: 0.1631 loss_giou_enc: 0.4978 loss_class_dn: 0.09659 loss_bbox_dn: 0.2071 loss_giou_dn: 0.4732 loss_class_dn_0: 0.1388 loss_bbox_dn_0: 0.2803 loss_giou_dn_0: 0.6037 loss_class_dn_1: 0.112 loss_bbox_dn_1: 0.2268 loss_giou_dn_1: 0.508 loss_class_dn_2: 0.103 loss_bbox_dn_2: 0.2122 loss_giou_dn_2: 0.4859 loss_class_dn_3: 0.1002 loss_bbox_dn_3: 0.2078 loss_giou_dn_3: 0.4759 loss_class_dn_4: 0.09757 loss_bbox_dn_4: 0.2071 loss_giou_dn_4: 0.4731 time: 1.1162 data_time: 0.1131 lr: 0.0001 max_mem: 43217M [05/19 22:48:26 d2.utils.events]: eta: 2 days, 15:19:00 iter: 18999 total_loss: 10.97 loss_class: 0.2941 loss_bbox: 0.1286 loss_giou: 0.4246 loss_class_0: 0.3524 loss_bbox_0: 0.1339 loss_giou_0: 0.4397 loss_class_1: 0.3146 loss_bbox_1: 0.1345 loss_giou_1: 0.4374 loss_class_2: 0.2975 loss_bbox_2: 0.1305 loss_giou_2: 0.4298 loss_class_3: 0.2943 loss_bbox_3: 0.1286 loss_giou_3: 0.4266 loss_class_4: 0.2937 loss_bbox_4: 0.1284 loss_giou_4: 0.4263 loss_class_enc: 0.3439 loss_bbox_enc: 0.1558 loss_giou_enc: 0.4807 loss_class_dn: 0.08875 loss_bbox_dn: 0.2006 loss_giou_dn: 0.4663 loss_class_dn_0: 0.1332 loss_bbox_dn_0: 0.2768 loss_giou_dn_0: 0.5981 loss_class_dn_1: 0.1052 loss_bbox_dn_1: 0.2216 loss_giou_dn_1: 0.5011 loss_class_dn_2: 0.09446 loss_bbox_dn_2: 0.2061 loss_giou_dn_2: 0.4792 loss_class_dn_3: 0.09248 loss_bbox_dn_3: 0.2011 loss_giou_dn_3: 0.4689 loss_class_dn_4: 0.08884 loss_bbox_dn_4: 0.2005 loss_giou_dn_4: 0.4662 time: 1.1161 data_time: 0.1038 lr: 0.0001 max_mem: 43217M [05/19 22:49:21 d2.utils.events]: eta: 2 days, 15:12:25 iter: 19049 total_loss: 11.29 loss_class: 0.2966 loss_bbox: 0.1325 loss_giou: 0.4354 loss_class_0: 0.3544 loss_bbox_0: 0.1401 loss_giou_0: 0.4517 loss_class_1: 0.3176 loss_bbox_1: 0.1375 loss_giou_1: 0.4464 loss_class_2: 0.3044 loss_bbox_2: 0.1356 loss_giou_2: 0.4419 loss_class_3: 0.301 loss_bbox_3: 0.1326 loss_giou_3: 0.4373 loss_class_4: 0.297 loss_bbox_4: 0.1323 loss_giou_4: 0.4359 loss_class_enc: 0.3471 loss_bbox_enc: 0.1626 loss_giou_enc: 0.4891 loss_class_dn: 0.09433 loss_bbox_dn: 0.2104 loss_giou_dn: 0.4783 loss_class_dn_0: 0.1377 loss_bbox_dn_0: 0.2858 loss_giou_dn_0: 0.6132 loss_class_dn_1: 0.1098 loss_bbox_dn_1: 0.2308 loss_giou_dn_1: 0.5135 loss_class_dn_2: 0.1006 loss_bbox_dn_2: 0.2154 loss_giou_dn_2: 0.4901 loss_class_dn_3: 0.09768 loss_bbox_dn_3: 0.2115 loss_giou_dn_3: 0.481 loss_class_dn_4: 0.09514 loss_bbox_dn_4: 0.2103 loss_giou_dn_4: 0.4781 time: 1.1161 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/19 22:50:18 d2.utils.events]: eta: 2 days, 15:16:37 iter: 19099 total_loss: 11.14 loss_class: 0.2938 loss_bbox: 0.1324 loss_giou: 0.4184 loss_class_0: 0.3534 loss_bbox_0: 0.1404 loss_giou_0: 0.4366 loss_class_1: 0.3131 loss_bbox_1: 0.1385 loss_giou_1: 0.4287 loss_class_2: 0.3005 loss_bbox_2: 0.1349 loss_giou_2: 0.4248 loss_class_3: 0.2965 loss_bbox_3: 0.1335 loss_giou_3: 0.421 loss_class_4: 0.2919 loss_bbox_4: 0.1315 loss_giou_4: 0.4186 loss_class_enc: 0.3467 loss_bbox_enc: 0.1622 loss_giou_enc: 0.4803 loss_class_dn: 0.09107 loss_bbox_dn: 0.2135 loss_giou_dn: 0.4634 loss_class_dn_0: 0.1338 loss_bbox_dn_0: 0.2865 loss_giou_dn_0: 0.5957 loss_class_dn_1: 0.1071 loss_bbox_dn_1: 0.2326 loss_giou_dn_1: 0.4987 loss_class_dn_2: 0.09803 loss_bbox_dn_2: 0.2206 loss_giou_dn_2: 0.4774 loss_class_dn_3: 0.09569 loss_bbox_dn_3: 0.2149 loss_giou_dn_3: 0.4671 loss_class_dn_4: 0.0925 loss_bbox_dn_4: 0.2136 loss_giou_dn_4: 0.4637 time: 1.1161 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/19 22:51:14 d2.utils.events]: eta: 2 days, 15:16:43 iter: 19149 total_loss: 11.45 loss_class: 0.2971 loss_bbox: 0.1314 loss_giou: 0.4401 loss_class_0: 0.3533 loss_bbox_0: 0.1435 loss_giou_0: 0.4557 loss_class_1: 0.3151 loss_bbox_1: 0.1383 loss_giou_1: 0.4528 loss_class_2: 0.3001 loss_bbox_2: 0.1361 loss_giou_2: 0.4488 loss_class_3: 0.2993 loss_bbox_3: 0.1338 loss_giou_3: 0.4435 loss_class_4: 0.2972 loss_bbox_4: 0.1309 loss_giou_4: 0.4398 loss_class_enc: 0.3445 loss_bbox_enc: 0.1607 loss_giou_enc: 0.4996 loss_class_dn: 0.09228 loss_bbox_dn: 0.2144 loss_giou_dn: 0.4819 loss_class_dn_0: 0.1331 loss_bbox_dn_0: 0.2906 loss_giou_dn_0: 0.6155 loss_class_dn_1: 0.1078 loss_bbox_dn_1: 0.2385 loss_giou_dn_1: 0.5178 loss_class_dn_2: 0.09807 loss_bbox_dn_2: 0.222 loss_giou_dn_2: 0.4939 loss_class_dn_3: 0.09485 loss_bbox_dn_3: 0.217 loss_giou_dn_3: 0.4842 loss_class_dn_4: 0.09286 loss_bbox_dn_4: 0.2145 loss_giou_dn_4: 0.482 time: 1.1161 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/19 22:52:10 d2.utils.events]: eta: 2 days, 15:14:46 iter: 19199 total_loss: 11.3 loss_class: 0.292 loss_bbox: 0.133 loss_giou: 0.4282 loss_class_0: 0.3483 loss_bbox_0: 0.1396 loss_giou_0: 0.4432 loss_class_1: 0.3116 loss_bbox_1: 0.1377 loss_giou_1: 0.4384 loss_class_2: 0.2976 loss_bbox_2: 0.1378 loss_giou_2: 0.436 loss_class_3: 0.2952 loss_bbox_3: 0.1346 loss_giou_3: 0.4309 loss_class_4: 0.2933 loss_bbox_4: 0.1343 loss_giou_4: 0.4289 loss_class_enc: 0.3427 loss_bbox_enc: 0.161 loss_giou_enc: 0.4918 loss_class_dn: 0.0917 loss_bbox_dn: 0.2153 loss_giou_dn: 0.4739 loss_class_dn_0: 0.1344 loss_bbox_dn_0: 0.2931 loss_giou_dn_0: 0.6173 loss_class_dn_1: 0.1095 loss_bbox_dn_1: 0.2382 loss_giou_dn_1: 0.5117 loss_class_dn_2: 0.09856 loss_bbox_dn_2: 0.223 loss_giou_dn_2: 0.488 loss_class_dn_3: 0.09525 loss_bbox_dn_3: 0.2168 loss_giou_dn_3: 0.4766 loss_class_dn_4: 0.09285 loss_bbox_dn_4: 0.2153 loss_giou_dn_4: 0.4738 time: 1.1161 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/19 22:53:06 d2.utils.events]: eta: 2 days, 15:13:41 iter: 19249 total_loss: 11.6 loss_class: 0.2995 loss_bbox: 0.1369 loss_giou: 0.4343 loss_class_0: 0.3605 loss_bbox_0: 0.145 loss_giou_0: 0.4567 loss_class_1: 0.3209 loss_bbox_1: 0.144 loss_giou_1: 0.4455 loss_class_2: 0.3061 loss_bbox_2: 0.1386 loss_giou_2: 0.4393 loss_class_3: 0.3008 loss_bbox_3: 0.1382 loss_giou_3: 0.4368 loss_class_4: 0.3003 loss_bbox_4: 0.1362 loss_giou_4: 0.4334 loss_class_enc: 0.354 loss_bbox_enc: 0.1662 loss_giou_enc: 0.5022 loss_class_dn: 0.09482 loss_bbox_dn: 0.2087 loss_giou_dn: 0.4854 loss_class_dn_0: 0.1362 loss_bbox_dn_0: 0.2775 loss_giou_dn_0: 0.6264 loss_class_dn_1: 0.1113 loss_bbox_dn_1: 0.2275 loss_giou_dn_1: 0.5269 loss_class_dn_2: 0.1016 loss_bbox_dn_2: 0.2136 loss_giou_dn_2: 0.4983 loss_class_dn_3: 0.09839 loss_bbox_dn_3: 0.2095 loss_giou_dn_3: 0.4876 loss_class_dn_4: 0.0964 loss_bbox_dn_4: 0.2086 loss_giou_dn_4: 0.4853 time: 1.1161 data_time: 0.1019 lr: 0.0001 max_mem: 43217M [05/19 22:54:01 d2.utils.events]: eta: 2 days, 15:06:40 iter: 19299 total_loss: 11.31 loss_class: 0.2949 loss_bbox: 0.1363 loss_giou: 0.4291 loss_class_0: 0.3492 loss_bbox_0: 0.1438 loss_giou_0: 0.4422 loss_class_1: 0.3112 loss_bbox_1: 0.1411 loss_giou_1: 0.441 loss_class_2: 0.3004 loss_bbox_2: 0.139 loss_giou_2: 0.4348 loss_class_3: 0.2968 loss_bbox_3: 0.1374 loss_giou_3: 0.4307 loss_class_4: 0.2948 loss_bbox_4: 0.137 loss_giou_4: 0.4296 loss_class_enc: 0.3425 loss_bbox_enc: 0.1648 loss_giou_enc: 0.4902 loss_class_dn: 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loss_bbox_dn: 0.2096 loss_giou_dn: 0.4789 loss_class_dn_0: 0.1371 loss_bbox_dn_0: 0.2829 loss_giou_dn_0: 0.612 loss_class_dn_1: 0.1103 loss_bbox_dn_1: 0.2306 loss_giou_dn_1: 0.5157 loss_class_dn_2: 0.1002 loss_bbox_dn_2: 0.2151 loss_giou_dn_2: 0.4923 loss_class_dn_3: 0.09796 loss_bbox_dn_3: 0.2105 loss_giou_dn_3: 0.4821 loss_class_dn_4: 0.09495 loss_bbox_dn_4: 0.2098 loss_giou_dn_4: 0.4789 time: 1.1161 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/19 22:55:54 d2.utils.events]: eta: 2 days, 15:04:08 iter: 19399 total_loss: 11.27 loss_class: 0.3075 loss_bbox: 0.1367 loss_giou: 0.4281 loss_class_0: 0.3631 loss_bbox_0: 0.1411 loss_giou_0: 0.4437 loss_class_1: 0.3267 loss_bbox_1: 0.1417 loss_giou_1: 0.4419 loss_class_2: 0.3141 loss_bbox_2: 0.139 loss_giou_2: 0.4358 loss_class_3: 0.3118 loss_bbox_3: 0.1374 loss_giou_3: 0.43 loss_class_4: 0.3095 loss_bbox_4: 0.1371 loss_giou_4: 0.427 loss_class_enc: 0.3544 loss_bbox_enc: 0.164 loss_giou_enc: 0.4921 loss_class_dn: 0.09402 loss_bbox_dn: 0.2105 loss_giou_dn: 0.4762 loss_class_dn_0: 0.1376 loss_bbox_dn_0: 0.2864 loss_giou_dn_0: 0.6112 loss_class_dn_1: 0.1112 loss_bbox_dn_1: 0.2322 loss_giou_dn_1: 0.5162 loss_class_dn_2: 0.101 loss_bbox_dn_2: 0.2186 loss_giou_dn_2: 0.4903 loss_class_dn_3: 0.09769 loss_bbox_dn_3: 0.2121 loss_giou_dn_3: 0.4795 loss_class_dn_4: 0.09468 loss_bbox_dn_4: 0.2105 loss_giou_dn_4: 0.4761 time: 1.1161 data_time: 0.1065 lr: 0.0001 max_mem: 43217M [05/19 22:56:50 d2.utils.events]: eta: 2 days, 15:01:03 iter: 19449 total_loss: 11.62 loss_class: 0.2985 loss_bbox: 0.1367 loss_giou: 0.4453 loss_class_0: 0.3557 loss_bbox_0: 0.1432 loss_giou_0: 0.4587 loss_class_1: 0.3162 loss_bbox_1: 0.1435 loss_giou_1: 0.4538 loss_class_2: 0.3041 loss_bbox_2: 0.1385 loss_giou_2: 0.4511 loss_class_3: 0.3007 loss_bbox_3: 0.1378 loss_giou_3: 0.4454 loss_class_4: 0.2994 loss_bbox_4: 0.1371 loss_giou_4: 0.4448 loss_class_enc: 0.3491 loss_bbox_enc: 0.1685 loss_giou_enc: 0.5015 loss_class_dn: 0.09235 loss_bbox_dn: 0.2093 loss_giou_dn: 0.481 loss_class_dn_0: 0.1351 loss_bbox_dn_0: 0.2864 loss_giou_dn_0: 0.6231 loss_class_dn_1: 0.1082 loss_bbox_dn_1: 0.234 loss_giou_dn_1: 0.5222 loss_class_dn_2: 0.09822 loss_bbox_dn_2: 0.2174 loss_giou_dn_2: 0.4936 loss_class_dn_3: 0.09471 loss_bbox_dn_3: 0.2113 loss_giou_dn_3: 0.4833 loss_class_dn_4: 0.09311 loss_bbox_dn_4: 0.2095 loss_giou_dn_4: 0.4808 time: 1.1161 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/19 22:57:46 d2.utils.events]: eta: 2 days, 15:01:48 iter: 19499 total_loss: 11.4 loss_class: 0.2914 loss_bbox: 0.136 loss_giou: 0.4351 loss_class_0: 0.3532 loss_bbox_0: 0.1428 loss_giou_0: 0.448 loss_class_1: 0.3101 loss_bbox_1: 0.1412 loss_giou_1: 0.445 loss_class_2: 0.2991 loss_bbox_2: 0.1373 loss_giou_2: 0.4409 loss_class_3: 0.2936 loss_bbox_3: 0.1361 loss_giou_3: 0.4372 loss_class_4: 0.2918 loss_bbox_4: 0.1358 loss_giou_4: 0.4352 loss_class_enc: 0.3468 loss_bbox_enc: 0.1641 loss_giou_enc: 0.4932 loss_class_dn: 0.09376 loss_bbox_dn: 0.2084 loss_giou_dn: 0.4751 loss_class_dn_0: 0.139 loss_bbox_dn_0: 0.2845 loss_giou_dn_0: 0.6095 loss_class_dn_1: 0.1109 loss_bbox_dn_1: 0.2332 loss_giou_dn_1: 0.5125 loss_class_dn_2: 0.1006 loss_bbox_dn_2: 0.2168 loss_giou_dn_2: 0.4887 loss_class_dn_3: 0.09769 loss_bbox_dn_3: 0.2112 loss_giou_dn_3: 0.4783 loss_class_dn_4: 0.09526 loss_bbox_dn_4: 0.2085 loss_giou_dn_4: 0.475 time: 1.1161 data_time: 0.1098 lr: 0.0001 max_mem: 43217M [05/19 22:58:41 d2.utils.events]: eta: 2 days, 15:03:33 iter: 19549 total_loss: 11.4 loss_class: 0.3007 loss_bbox: 0.1309 loss_giou: 0.4459 loss_class_0: 0.3576 loss_bbox_0: 0.1385 loss_giou_0: 0.4621 loss_class_1: 0.321 loss_bbox_1: 0.139 loss_giou_1: 0.4548 loss_class_2: 0.3055 loss_bbox_2: 0.135 loss_giou_2: 0.4475 loss_class_3: 0.3046 loss_bbox_3: 0.1333 loss_giou_3: 0.4466 loss_class_4: 0.2988 loss_bbox_4: 0.1323 loss_giou_4: 0.444 loss_class_enc: 0.3502 loss_bbox_enc: 0.1612 loss_giou_enc: 0.5038 loss_class_dn: 0.09325 loss_bbox_dn: 0.2055 loss_giou_dn: 0.4825 loss_class_dn_0: 0.1355 loss_bbox_dn_0: 0.28 loss_giou_dn_0: 0.6197 loss_class_dn_1: 0.1101 loss_bbox_dn_1: 0.2231 loss_giou_dn_1: 0.5227 loss_class_dn_2: 0.1012 loss_bbox_dn_2: 0.2112 loss_giou_dn_2: 0.4969 loss_class_dn_3: 0.09817 loss_bbox_dn_3: 0.2065 loss_giou_dn_3: 0.4856 loss_class_dn_4: 0.09493 loss_bbox_dn_4: 0.2056 loss_giou_dn_4: 0.4824 time: 1.1161 data_time: 0.1056 lr: 0.0001 max_mem: 43217M [05/19 22:59:37 d2.utils.events]: eta: 2 days, 15:01:23 iter: 19599 total_loss: 11.07 loss_class: 0.2937 loss_bbox: 0.1317 loss_giou: 0.4365 loss_class_0: 0.3568 loss_bbox_0: 0.139 loss_giou_0: 0.4493 loss_class_1: 0.3166 loss_bbox_1: 0.1364 loss_giou_1: 0.4451 loss_class_2: 0.301 loss_bbox_2: 0.1348 loss_giou_2: 0.4394 loss_class_3: 0.2981 loss_bbox_3: 0.1331 loss_giou_3: 0.4376 loss_class_4: 0.295 loss_bbox_4: 0.1313 loss_giou_4: 0.4355 loss_class_enc: 0.3492 loss_bbox_enc: 0.1565 loss_giou_enc: 0.4922 loss_class_dn: 0.09544 loss_bbox_dn: 0.1952 loss_giou_dn: 0.4632 loss_class_dn_0: 0.1377 loss_bbox_dn_0: 0.2696 loss_giou_dn_0: 0.6013 loss_class_dn_1: 0.1136 loss_bbox_dn_1: 0.2178 loss_giou_dn_1: 0.5036 loss_class_dn_2: 0.104 loss_bbox_dn_2: 0.2022 loss_giou_dn_2: 0.4762 loss_class_dn_3: 0.1009 loss_bbox_dn_3: 0.1965 loss_giou_dn_3: 0.4663 loss_class_dn_4: 0.09722 loss_bbox_dn_4: 0.1952 loss_giou_dn_4: 0.4631 time: 1.1160 data_time: 0.1012 lr: 0.0001 max_mem: 43217M [05/19 23:00:34 d2.utils.events]: eta: 2 days, 15:03:48 iter: 19649 total_loss: 11.3 loss_class: 0.2937 loss_bbox: 0.1278 loss_giou: 0.4286 loss_class_0: 0.3527 loss_bbox_0: 0.1351 loss_giou_0: 0.4451 loss_class_1: 0.3142 loss_bbox_1: 0.1342 loss_giou_1: 0.4392 loss_class_2: 0.2986 loss_bbox_2: 0.1304 loss_giou_2: 0.4343 loss_class_3: 0.2968 loss_bbox_3: 0.1284 loss_giou_3: 0.431 loss_class_4: 0.2946 loss_bbox_4: 0.1275 loss_giou_4: 0.4291 loss_class_enc: 0.3453 loss_bbox_enc: 0.1526 loss_giou_enc: 0.4875 loss_class_dn: 0.09203 loss_bbox_dn: 0.196 loss_giou_dn: 0.4772 loss_class_dn_0: 0.1362 loss_bbox_dn_0: 0.27 loss_giou_dn_0: 0.6091 loss_class_dn_1: 0.1087 loss_bbox_dn_1: 0.2164 loss_giou_dn_1: 0.5163 loss_class_dn_2: 0.09884 loss_bbox_dn_2: 0.202 loss_giou_dn_2: 0.4918 loss_class_dn_3: 0.09587 loss_bbox_dn_3: 0.197 loss_giou_dn_3: 0.4798 loss_class_dn_4: 0.09291 loss_bbox_dn_4: 0.1961 loss_giou_dn_4: 0.4771 time: 1.1161 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/19 23:01:30 d2.utils.events]: eta: 2 days, 15:03:13 iter: 19699 total_loss: 11.35 loss_class: 0.2955 loss_bbox: 0.1351 loss_giou: 0.4448 loss_class_0: 0.3513 loss_bbox_0: 0.1422 loss_giou_0: 0.4581 loss_class_1: 0.3149 loss_bbox_1: 0.1401 loss_giou_1: 0.4528 loss_class_2: 0.3015 loss_bbox_2: 0.1359 loss_giou_2: 0.4503 loss_class_3: 0.2972 loss_bbox_3: 0.1357 loss_giou_3: 0.4464 loss_class_4: 0.2984 loss_bbox_4: 0.1349 loss_giou_4: 0.4437 loss_class_enc: 0.3454 loss_bbox_enc: 0.1624 loss_giou_enc: 0.4973 loss_class_dn: 0.09023 loss_bbox_dn: 0.2042 loss_giou_dn: 0.472 loss_class_dn_0: 0.1343 loss_bbox_dn_0: 0.2785 loss_giou_dn_0: 0.6051 loss_class_dn_1: 0.1066 loss_bbox_dn_1: 0.2267 loss_giou_dn_1: 0.5093 loss_class_dn_2: 0.09686 loss_bbox_dn_2: 0.2098 loss_giou_dn_2: 0.4856 loss_class_dn_3: 0.09405 loss_bbox_dn_3: 0.2056 loss_giou_dn_3: 0.475 loss_class_dn_4: 0.09196 loss_bbox_dn_4: 0.2042 loss_giou_dn_4: 0.4719 time: 1.1161 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/19 23:02:26 d2.utils.events]: eta: 2 days, 15:01:20 iter: 19749 total_loss: 11.5 loss_class: 0.3071 loss_bbox: 0.1382 loss_giou: 0.4354 loss_class_0: 0.3661 loss_bbox_0: 0.1437 loss_giou_0: 0.4567 loss_class_1: 0.3281 loss_bbox_1: 0.1442 loss_giou_1: 0.4523 loss_class_2: 0.3152 loss_bbox_2: 0.1394 loss_giou_2: 0.4469 loss_class_3: 0.3133 loss_bbox_3: 0.1379 loss_giou_3: 0.4403 loss_class_4: 0.3074 loss_bbox_4: 0.1383 loss_giou_4: 0.4347 loss_class_enc: 0.3583 loss_bbox_enc: 0.1641 loss_giou_enc: 0.4975 loss_class_dn: 0.09636 loss_bbox_dn: 0.2142 loss_giou_dn: 0.4829 loss_class_dn_0: 0.1407 loss_bbox_dn_0: 0.2892 loss_giou_dn_0: 0.6184 loss_class_dn_1: 0.1139 loss_bbox_dn_1: 0.235 loss_giou_dn_1: 0.5244 loss_class_dn_2: 0.1036 loss_bbox_dn_2: 0.2207 loss_giou_dn_2: 0.497 loss_class_dn_3: 0.1002 loss_bbox_dn_3: 0.2154 loss_giou_dn_3: 0.4859 loss_class_dn_4: 0.09735 loss_bbox_dn_4: 0.2145 loss_giou_dn_4: 0.4827 time: 1.1161 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/19 23:03:22 d2.utils.events]: eta: 2 days, 15:01:02 iter: 19799 total_loss: 11.38 loss_class: 0.3016 loss_bbox: 0.1364 loss_giou: 0.4315 loss_class_0: 0.3549 loss_bbox_0: 0.1445 loss_giou_0: 0.4498 loss_class_1: 0.3203 loss_bbox_1: 0.1428 loss_giou_1: 0.4414 loss_class_2: 0.3067 loss_bbox_2: 0.1403 loss_giou_2: 0.4382 loss_class_3: 0.3034 loss_bbox_3: 0.1374 loss_giou_3: 0.4331 loss_class_4: 0.3027 loss_bbox_4: 0.136 loss_giou_4: 0.4318 loss_class_enc: 0.3493 loss_bbox_enc: 0.1631 loss_giou_enc: 0.4829 loss_class_dn: 0.09248 loss_bbox_dn: 0.2101 loss_giou_dn: 0.4759 loss_class_dn_0: 0.1352 loss_bbox_dn_0: 0.2852 loss_giou_dn_0: 0.6141 loss_class_dn_1: 0.1081 loss_bbox_dn_1: 0.2298 loss_giou_dn_1: 0.5116 loss_class_dn_2: 0.09785 loss_bbox_dn_2: 0.2147 loss_giou_dn_2: 0.4882 loss_class_dn_3: 0.09522 loss_bbox_dn_3: 0.2105 loss_giou_dn_3: 0.4792 loss_class_dn_4: 0.09343 loss_bbox_dn_4: 0.2102 loss_giou_dn_4: 0.4759 time: 1.1160 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/19 23:04:18 d2.utils.events]: eta: 2 days, 14:59:29 iter: 19849 total_loss: 11.36 loss_class: 0.2944 loss_bbox: 0.135 loss_giou: 0.437 loss_class_0: 0.3523 loss_bbox_0: 0.144 loss_giou_0: 0.4527 loss_class_1: 0.3134 loss_bbox_1: 0.1416 loss_giou_1: 0.4494 loss_class_2: 0.2985 loss_bbox_2: 0.1375 loss_giou_2: 0.4437 loss_class_3: 0.2978 loss_bbox_3: 0.1345 loss_giou_3: 0.4393 loss_class_4: 0.2944 loss_bbox_4: 0.1359 loss_giou_4: 0.4376 loss_class_enc: 0.3428 loss_bbox_enc: 0.1635 loss_giou_enc: 0.4922 loss_class_dn: 0.08643 loss_bbox_dn: 0.212 loss_giou_dn: 0.4773 loss_class_dn_0: 0.1294 loss_bbox_dn_0: 0.284 loss_giou_dn_0: 0.6124 loss_class_dn_1: 0.103 loss_bbox_dn_1: 0.2316 loss_giou_dn_1: 0.5162 loss_class_dn_2: 0.09358 loss_bbox_dn_2: 0.2176 loss_giou_dn_2: 0.4912 loss_class_dn_3: 0.09028 loss_bbox_dn_3: 0.2126 loss_giou_dn_3: 0.4801 loss_class_dn_4: 0.08778 loss_bbox_dn_4: 0.212 loss_giou_dn_4: 0.477 time: 1.1160 data_time: 0.1056 lr: 0.0001 max_mem: 43217M [05/19 23:05:14 d2.utils.events]: eta: 2 days, 14:56:38 iter: 19899 total_loss: 11.26 loss_class: 0.2976 loss_bbox: 0.1325 loss_giou: 0.4319 loss_class_0: 0.3596 loss_bbox_0: 0.1394 loss_giou_0: 0.4475 loss_class_1: 0.3187 loss_bbox_1: 0.1385 loss_giou_1: 0.4429 loss_class_2: 0.3033 loss_bbox_2: 0.1348 loss_giou_2: 0.4388 loss_class_3: 0.3009 loss_bbox_3: 0.1339 loss_giou_3: 0.4335 loss_class_4: 0.299 loss_bbox_4: 0.1324 loss_giou_4: 0.4323 loss_class_enc: 0.3528 loss_bbox_enc: 0.1651 loss_giou_enc: 0.4872 loss_class_dn: 0.0955 loss_bbox_dn: 0.21 loss_giou_dn: 0.4708 loss_class_dn_0: 0.1379 loss_bbox_dn_0: 0.2877 loss_giou_dn_0: 0.6135 loss_class_dn_1: 0.111 loss_bbox_dn_1: 0.2317 loss_giou_dn_1: 0.5086 loss_class_dn_2: 0.1016 loss_bbox_dn_2: 0.2155 loss_giou_dn_2: 0.4822 loss_class_dn_3: 0.09846 loss_bbox_dn_3: 0.2109 loss_giou_dn_3: 0.4733 loss_class_dn_4: 0.09598 loss_bbox_dn_4: 0.2101 loss_giou_dn_4: 0.4706 time: 1.1161 data_time: 0.1099 lr: 0.0001 max_mem: 43217M [05/19 23:06:11 d2.utils.events]: eta: 2 days, 14:54:34 iter: 19949 total_loss: 11.36 loss_class: 0.3036 loss_bbox: 0.1336 loss_giou: 0.4178 loss_class_0: 0.3667 loss_bbox_0: 0.1416 loss_giou_0: 0.4348 loss_class_1: 0.3247 loss_bbox_1: 0.1408 loss_giou_1: 0.4253 loss_class_2: 0.3112 loss_bbox_2: 0.1377 loss_giou_2: 0.4211 loss_class_3: 0.3079 loss_bbox_3: 0.134 loss_giou_3: 0.4186 loss_class_4: 0.3049 loss_bbox_4: 0.1325 loss_giou_4: 0.4166 loss_class_enc: 0.3571 loss_bbox_enc: 0.1618 loss_giou_enc: 0.4851 loss_class_dn: 0.0953 loss_bbox_dn: 0.2124 loss_giou_dn: 0.4667 loss_class_dn_0: 0.1415 loss_bbox_dn_0: 0.2866 loss_giou_dn_0: 0.6102 loss_class_dn_1: 0.116 loss_bbox_dn_1: 0.2326 loss_giou_dn_1: 0.5045 loss_class_dn_2: 0.1031 loss_bbox_dn_2: 0.2169 loss_giou_dn_2: 0.4775 loss_class_dn_3: 0.09926 loss_bbox_dn_3: 0.2128 loss_giou_dn_3: 0.4694 loss_class_dn_4: 0.09702 loss_bbox_dn_4: 0.2123 loss_giou_dn_4: 0.4666 time: 1.1161 data_time: 0.1107 lr: 0.0001 max_mem: 43217M [05/19 23:07:07 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0019999.pth [05/19 23:07:20 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/19 23:07:36 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/19 23:07:39 d2.data.common]: Serialized dataset takes 894.47 MiB [05/19 23:07:41 d2.evaluation.evaluator]: Start inference on 313 batches [05/19 23:08:45 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0044 s/iter. Inference: 0.0647 s/iter. Eval: 0.0004 s/iter. Total: 0.0695 s/iter. ETA=0:00:20 [05/19 23:08:50 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0052 s/iter. Inference: 0.0642 s/iter. Eval: 0.0004 s/iter. Total: 0.0706 s/iter. ETA=0:00:16 [05/19 23:08:55 d2.evaluation.evaluator]: Inference done 147/313. Dataloading: 0.0053 s/iter. Inference: 0.0674 s/iter. Eval: 0.0004 s/iter. Total: 0.0738 s/iter. ETA=0:00:12 [05/19 23:09:00 d2.evaluation.evaluator]: Inference done 220/313. Dataloading: 0.0052 s/iter. Inference: 0.0661 s/iter. Eval: 0.0004 s/iter. Total: 0.0723 s/iter. ETA=0:00:06 [05/19 23:09:05 d2.evaluation.evaluator]: Inference done 292/313. Dataloading: 0.0053 s/iter. Inference: 0.0654 s/iter. Eval: 0.0004 s/iter. Total: 0.0716 s/iter. ETA=0:00:01 [05/19 23:09:07 d2.evaluation.evaluator]: Total inference time: 0:00:22.657867 (0.073565 s / iter per device, on 16 devices) [05/19 23:09:07 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.065156 s / iter per device, on 16 devices) [05/19 23:09:21 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/19 23:09:22 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/19 23:09:28 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=9.10s) creating index... index created! [05/19 23:09:39 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/19 23:10:02 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 23.41 seconds. [05/19 23:10:02 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/19 23:10:06 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.16 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.510 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.238 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.455 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.328 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.807 [05/19 23:10:06 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 36.202 | 51.013 | 39.178 | 23.781 | 39.604 | 45.499 | [05/19 23:10:06 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.429 | bicycle | 25.608 | car | 39.026 | | motorcycle | 34.979 | airplane | 59.140 | bus | 65.131 | | train | 60.385 | truck | 26.521 | boat | 23.540 | | traffic light | 26.736 | fire hydrant | 71.136 | stop sign | 56.782 | | parking meter | 13.201 | bench | 22.747 | bird | 34.245 | | cat | 63.484 | dog | 60.558 | horse | 55.008 | | sheep | 43.752 | cow | 56.462 | elephant | 65.987 | | bear | 71.647 | zebra | 65.015 | giraffe | 69.446 | | backpack | 16.652 | umbrella | 32.974 | handbag | 10.660 | | tie | 32.549 | suitcase | 33.796 | frisbee | 63.189 | | skis | 19.190 | snowboard | 18.940 | sports ball | 21.521 | | kite | 38.274 | baseball bat | 24.089 | baseball glove | 40.984 | | skateboard | 37.286 | surfboard | 36.187 | tennis racket | 41.965 | | bottle | 31.616 | wine glass | 34.850 | cup | 42.253 | | fork | 24.246 | knife | 11.522 | spoon | 10.884 | | bowl | 37.091 | banana | 17.847 | apple | 14.770 | | sandwich | 24.578 | orange | 27.747 | broccoli | 17.291 | | carrot | 12.612 | hot dog | 19.113 | pizza | 52.001 | | donut | 43.792 | cake | 34.119 | chair | 25.378 | | couch | 41.951 | potted plant | 20.872 | bed | 35.455 | | dining table | 23.627 | toilet | 56.416 | tv | 54.018 | | laptop | 58.423 | mouse | 63.378 | remote | 15.928 | | keyboard | 47.628 | cell phone | 33.705 | microwave | 61.567 | | oven | 11.410 | toaster | 23.544 | sink | 30.062 | | refrigerator | 51.233 | book | 6.012 | clock | 42.376 | | vase | 31.051 | scissors | 10.814 | teddy bear | 41.883 | | hair drier | 4.069 | toothbrush | 15.837 | | | [05/19 23:10:08 d2.evaluation.testing]: copypaste: Task: bbox [05/19 23:10:08 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/19 23:10:08 d2.evaluation.testing]: copypaste: 36.2024,51.0126,39.1778,23.7811,39.6038,45.4989 [05/19 23:10:08 d2.utils.events]: eta: 2 days, 14:54:47 iter: 19999 total_loss: 11.33 loss_class: 0.2962 loss_bbox: 0.133 loss_giou: 0.4299 loss_class_0: 0.3564 loss_bbox_0: 0.1399 loss_giou_0: 0.4468 loss_class_1: 0.3171 loss_bbox_1: 0.139 loss_giou_1: 0.4417 loss_class_2: 0.304 loss_bbox_2: 0.1359 loss_giou_2: 0.4378 loss_class_3: 0.2989 loss_bbox_3: 0.1334 loss_giou_3: 0.4324 loss_class_4: 0.2983 loss_bbox_4: 0.1326 loss_giou_4: 0.4302 loss_class_enc: 0.3496 loss_bbox_enc: 0.1599 loss_giou_enc: 0.4928 loss_class_dn: 0.09071 loss_bbox_dn: 0.2039 loss_giou_dn: 0.4725 loss_class_dn_0: 0.1352 loss_bbox_dn_0: 0.2762 loss_giou_dn_0: 0.6068 loss_class_dn_1: 0.109 loss_bbox_dn_1: 0.2231 loss_giou_dn_1: 0.5087 loss_class_dn_2: 0.09788 loss_bbox_dn_2: 0.2096 loss_giou_dn_2: 0.4843 loss_class_dn_3: 0.09439 loss_bbox_dn_3: 0.2049 loss_giou_dn_3: 0.4753 loss_class_dn_4: 0.09153 loss_bbox_dn_4: 0.2039 loss_giou_dn_4: 0.4726 time: 1.1161 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/19 23:11:04 d2.utils.events]: eta: 2 days, 14:56:46 iter: 20049 total_loss: 11.62 loss_class: 0.3026 loss_bbox: 0.1381 loss_giou: 0.4352 loss_class_0: 0.3596 loss_bbox_0: 0.1465 loss_giou_0: 0.4447 loss_class_1: 0.3214 loss_bbox_1: 0.1438 loss_giou_1: 0.4432 loss_class_2: 0.3106 loss_bbox_2: 0.1407 loss_giou_2: 0.4377 loss_class_3: 0.3065 loss_bbox_3: 0.1383 loss_giou_3: 0.4339 loss_class_4: 0.3037 loss_bbox_4: 0.138 loss_giou_4: 0.4335 loss_class_enc: 0.3487 loss_bbox_enc: 0.1679 loss_giou_enc: 0.4895 loss_class_dn: 0.09423 loss_bbox_dn: 0.2126 loss_giou_dn: 0.4792 loss_class_dn_0: 0.1395 loss_bbox_dn_0: 0.2893 loss_giou_dn_0: 0.6155 loss_class_dn_1: 0.1131 loss_bbox_dn_1: 0.2344 loss_giou_dn_1: 0.5169 loss_class_dn_2: 0.1018 loss_bbox_dn_2: 0.2185 loss_giou_dn_2: 0.4928 loss_class_dn_3: 0.09924 loss_bbox_dn_3: 0.2139 loss_giou_dn_3: 0.4818 loss_class_dn_4: 0.09616 loss_bbox_dn_4: 0.2127 loss_giou_dn_4: 0.4792 time: 1.1161 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/19 23:11:59 d2.utils.events]: eta: 2 days, 14:52:57 iter: 20099 total_loss: 11.05 loss_class: 0.2915 loss_bbox: 0.1296 loss_giou: 0.4207 loss_class_0: 0.3486 loss_bbox_0: 0.1384 loss_giou_0: 0.4394 loss_class_1: 0.3109 loss_bbox_1: 0.1354 loss_giou_1: 0.4345 loss_class_2: 0.2976 loss_bbox_2: 0.1335 loss_giou_2: 0.4281 loss_class_3: 0.2947 loss_bbox_3: 0.131 loss_giou_3: 0.4241 loss_class_4: 0.2921 loss_bbox_4: 0.1295 loss_giou_4: 0.4207 loss_class_enc: 0.3425 loss_bbox_enc: 0.1576 loss_giou_enc: 0.4817 loss_class_dn: 0.08791 loss_bbox_dn: 0.1957 loss_giou_dn: 0.4596 loss_class_dn_0: 0.1315 loss_bbox_dn_0: 0.2744 loss_giou_dn_0: 0.6009 loss_class_dn_1: 0.1056 loss_bbox_dn_1: 0.2178 loss_giou_dn_1: 0.4997 loss_class_dn_2: 0.09501 loss_bbox_dn_2: 0.2009 loss_giou_dn_2: 0.4736 loss_class_dn_3: 0.09195 loss_bbox_dn_3: 0.196 loss_giou_dn_3: 0.4625 loss_class_dn_4: 0.08891 loss_bbox_dn_4: 0.1956 loss_giou_dn_4: 0.4595 time: 1.1160 data_time: 0.0923 lr: 0.0001 max_mem: 43217M [05/19 23:12:57 d2.utils.events]: eta: 2 days, 14:52:02 iter: 20149 total_loss: 11.2 loss_class: 0.2981 loss_bbox: 0.1261 loss_giou: 0.4175 loss_class_0: 0.3545 loss_bbox_0: 0.1352 loss_giou_0: 0.4293 loss_class_1: 0.3191 loss_bbox_1: 0.1302 loss_giou_1: 0.4255 loss_class_2: 0.3053 loss_bbox_2: 0.1279 loss_giou_2: 0.4231 loss_class_3: 0.3004 loss_bbox_3: 0.1265 loss_giou_3: 0.4188 loss_class_4: 0.2993 loss_bbox_4: 0.1252 loss_giou_4: 0.4187 loss_class_enc: 0.3428 loss_bbox_enc: 0.1551 loss_giou_enc: 0.4779 loss_class_dn: 0.09243 loss_bbox_dn: 0.2017 loss_giou_dn: 0.4623 loss_class_dn_0: 0.1377 loss_bbox_dn_0: 0.2768 loss_giou_dn_0: 0.6013 loss_class_dn_1: 0.1108 loss_bbox_dn_1: 0.2233 loss_giou_dn_1: 0.5045 loss_class_dn_2: 0.1007 loss_bbox_dn_2: 0.2068 loss_giou_dn_2: 0.4775 loss_class_dn_3: 0.09721 loss_bbox_dn_3: 0.2025 loss_giou_dn_3: 0.4656 loss_class_dn_4: 0.09398 loss_bbox_dn_4: 0.2016 loss_giou_dn_4: 0.4622 time: 1.1161 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/19 23:13:53 d2.utils.events]: eta: 2 days, 14:54:27 iter: 20199 total_loss: 11.15 loss_class: 0.2858 loss_bbox: 0.1321 loss_giou: 0.424 loss_class_0: 0.3452 loss_bbox_0: 0.1395 loss_giou_0: 0.4395 loss_class_1: 0.3067 loss_bbox_1: 0.1379 loss_giou_1: 0.4314 loss_class_2: 0.2917 loss_bbox_2: 0.136 loss_giou_2: 0.4258 loss_class_3: 0.2894 loss_bbox_3: 0.1329 loss_giou_3: 0.4236 loss_class_4: 0.2872 loss_bbox_4: 0.1323 loss_giou_4: 0.4223 loss_class_enc: 0.3345 loss_bbox_enc: 0.1603 loss_giou_enc: 0.4851 loss_class_dn: 0.09039 loss_bbox_dn: 0.2097 loss_giou_dn: 0.4625 loss_class_dn_0: 0.1315 loss_bbox_dn_0: 0.2883 loss_giou_dn_0: 0.6024 loss_class_dn_1: 0.1056 loss_bbox_dn_1: 0.2342 loss_giou_dn_1: 0.5072 loss_class_dn_2: 0.09537 loss_bbox_dn_2: 0.2172 loss_giou_dn_2: 0.4785 loss_class_dn_3: 0.09349 loss_bbox_dn_3: 0.2119 loss_giou_dn_3: 0.466 loss_class_dn_4: 0.0911 loss_bbox_dn_4: 0.2099 loss_giou_dn_4: 0.4624 time: 1.1161 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/19 23:14:48 d2.utils.events]: eta: 2 days, 14:53:19 iter: 20249 total_loss: 11.4 loss_class: 0.2972 loss_bbox: 0.131 loss_giou: 0.4406 loss_class_0: 0.3526 loss_bbox_0: 0.1397 loss_giou_0: 0.4515 loss_class_1: 0.3198 loss_bbox_1: 0.1372 loss_giou_1: 0.4504 loss_class_2: 0.3061 loss_bbox_2: 0.1344 loss_giou_2: 0.444 loss_class_3: 0.3025 loss_bbox_3: 0.1314 loss_giou_3: 0.4406 loss_class_4: 0.2977 loss_bbox_4: 0.131 loss_giou_4: 0.4392 loss_class_enc: 0.347 loss_bbox_enc: 0.1607 loss_giou_enc: 0.4886 loss_class_dn: 0.09413 loss_bbox_dn: 0.1964 loss_giou_dn: 0.4807 loss_class_dn_0: 0.1386 loss_bbox_dn_0: 0.2715 loss_giou_dn_0: 0.6174 loss_class_dn_1: 0.1106 loss_bbox_dn_1: 0.2171 loss_giou_dn_1: 0.5162 loss_class_dn_2: 0.1008 loss_bbox_dn_2: 0.2024 loss_giou_dn_2: 0.4937 loss_class_dn_3: 0.09816 loss_bbox_dn_3: 0.1978 loss_giou_dn_3: 0.4838 loss_class_dn_4: 0.09499 loss_bbox_dn_4: 0.1965 loss_giou_dn_4: 0.4808 time: 1.1161 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/19 23:15:44 d2.utils.events]: eta: 2 days, 14:52:43 iter: 20299 total_loss: 11.18 loss_class: 0.2946 loss_bbox: 0.1336 loss_giou: 0.4362 loss_class_0: 0.3502 loss_bbox_0: 0.1415 loss_giou_0: 0.4498 loss_class_1: 0.3124 loss_bbox_1: 0.141 loss_giou_1: 0.4472 loss_class_2: 0.2985 loss_bbox_2: 0.1353 loss_giou_2: 0.4428 loss_class_3: 0.2954 loss_bbox_3: 0.1339 loss_giou_3: 0.4379 loss_class_4: 0.2956 loss_bbox_4: 0.134 loss_giou_4: 0.4351 loss_class_enc: 0.3429 loss_bbox_enc: 0.1608 loss_giou_enc: 0.4935 loss_class_dn: 0.08725 loss_bbox_dn: 0.2036 loss_giou_dn: 0.4715 loss_class_dn_0: 0.1303 loss_bbox_dn_0: 0.2795 loss_giou_dn_0: 0.6028 loss_class_dn_1: 0.105 loss_bbox_dn_1: 0.2247 loss_giou_dn_1: 0.5094 loss_class_dn_2: 0.09396 loss_bbox_dn_2: 0.2101 loss_giou_dn_2: 0.4849 loss_class_dn_3: 0.09052 loss_bbox_dn_3: 0.205 loss_giou_dn_3: 0.4749 loss_class_dn_4: 0.08844 loss_bbox_dn_4: 0.2037 loss_giou_dn_4: 0.4715 time: 1.1160 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/19 23:16:40 d2.utils.events]: eta: 2 days, 14:51:47 iter: 20349 total_loss: 11.24 loss_class: 0.2936 loss_bbox: 0.1321 loss_giou: 0.437 loss_class_0: 0.3505 loss_bbox_0: 0.1387 loss_giou_0: 0.4533 loss_class_1: 0.3135 loss_bbox_1: 0.1378 loss_giou_1: 0.447 loss_class_2: 0.3003 loss_bbox_2: 0.1332 loss_giou_2: 0.4448 loss_class_3: 0.2999 loss_bbox_3: 0.1323 loss_giou_3: 0.4379 loss_class_4: 0.2979 loss_bbox_4: 0.1317 loss_giou_4: 0.4364 loss_class_enc: 0.3405 loss_bbox_enc: 0.1616 loss_giou_enc: 0.5011 loss_class_dn: 0.09155 loss_bbox_dn: 0.2064 loss_giou_dn: 0.4734 loss_class_dn_0: 0.1342 loss_bbox_dn_0: 0.2811 loss_giou_dn_0: 0.6101 loss_class_dn_1: 0.108 loss_bbox_dn_1: 0.2249 loss_giou_dn_1: 0.5124 loss_class_dn_2: 0.09815 loss_bbox_dn_2: 0.2108 loss_giou_dn_2: 0.4843 loss_class_dn_3: 0.09583 loss_bbox_dn_3: 0.2071 loss_giou_dn_3: 0.4754 loss_class_dn_4: 0.09271 loss_bbox_dn_4: 0.2064 loss_giou_dn_4: 0.4734 time: 1.1160 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/19 23:17:36 d2.utils.events]: eta: 2 days, 14:49:39 iter: 20399 total_loss: 11.39 loss_class: 0.2978 loss_bbox: 0.1337 loss_giou: 0.433 loss_class_0: 0.3573 loss_bbox_0: 0.142 loss_giou_0: 0.4491 loss_class_1: 0.3159 loss_bbox_1: 0.1389 loss_giou_1: 0.4426 loss_class_2: 0.3034 loss_bbox_2: 0.1365 loss_giou_2: 0.4383 loss_class_3: 0.3007 loss_bbox_3: 0.1349 loss_giou_3: 0.4346 loss_class_4: 0.2996 loss_bbox_4: 0.1333 loss_giou_4: 0.4317 loss_class_enc: 0.3461 loss_bbox_enc: 0.1622 loss_giou_enc: 0.4911 loss_class_dn: 0.09369 loss_bbox_dn: 0.207 loss_giou_dn: 0.4699 loss_class_dn_0: 0.1395 loss_bbox_dn_0: 0.2828 loss_giou_dn_0: 0.6152 loss_class_dn_1: 0.1121 loss_bbox_dn_1: 0.2277 loss_giou_dn_1: 0.5098 loss_class_dn_2: 0.102 loss_bbox_dn_2: 0.213 loss_giou_dn_2: 0.4848 loss_class_dn_3: 0.09881 loss_bbox_dn_3: 0.2079 loss_giou_dn_3: 0.4732 loss_class_dn_4: 0.09592 loss_bbox_dn_4: 0.2071 loss_giou_dn_4: 0.4699 time: 1.1160 data_time: 0.0919 lr: 0.0001 max_mem: 43217M [05/19 23:18:32 d2.utils.events]: eta: 2 days, 14:49:32 iter: 20449 total_loss: 11.29 loss_class: 0.2951 loss_bbox: 0.132 loss_giou: 0.4431 loss_class_0: 0.3533 loss_bbox_0: 0.1405 loss_giou_0: 0.4614 loss_class_1: 0.3136 loss_bbox_1: 0.1379 loss_giou_1: 0.4552 loss_class_2: 0.3019 loss_bbox_2: 0.1332 loss_giou_2: 0.4484 loss_class_3: 0.2991 loss_bbox_3: 0.1328 loss_giou_3: 0.4453 loss_class_4: 0.2961 loss_bbox_4: 0.1323 loss_giou_4: 0.4435 loss_class_enc: 0.3459 loss_bbox_enc: 0.1584 loss_giou_enc: 0.5021 loss_class_dn: 0.09359 loss_bbox_dn: 0.1958 loss_giou_dn: 0.4804 loss_class_dn_0: 0.1333 loss_bbox_dn_0: 0.2711 loss_giou_dn_0: 0.62 loss_class_dn_1: 0.1088 loss_bbox_dn_1: 0.2145 loss_giou_dn_1: 0.5183 loss_class_dn_2: 0.1004 loss_bbox_dn_2: 0.201 loss_giou_dn_2: 0.492 loss_class_dn_3: 0.09729 loss_bbox_dn_3: 0.1964 loss_giou_dn_3: 0.4831 loss_class_dn_4: 0.09449 loss_bbox_dn_4: 0.1958 loss_giou_dn_4: 0.4802 time: 1.1160 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/19 23:19:28 d2.utils.events]: eta: 2 days, 14:44:20 iter: 20499 total_loss: 11.41 loss_class: 0.2945 loss_bbox: 0.1366 loss_giou: 0.4347 loss_class_0: 0.3514 loss_bbox_0: 0.1442 loss_giou_0: 0.4537 loss_class_1: 0.3139 loss_bbox_1: 0.1411 loss_giou_1: 0.447 loss_class_2: 0.3017 loss_bbox_2: 0.1394 loss_giou_2: 0.4385 loss_class_3: 0.3 loss_bbox_3: 0.1369 loss_giou_3: 0.4354 loss_class_4: 0.2961 loss_bbox_4: 0.1368 loss_giou_4: 0.4346 loss_class_enc: 0.3443 loss_bbox_enc: 0.1647 loss_giou_enc: 0.4978 loss_class_dn: 0.09055 loss_bbox_dn: 0.2033 loss_giou_dn: 0.4736 loss_class_dn_0: 0.1341 loss_bbox_dn_0: 0.2785 loss_giou_dn_0: 0.6105 loss_class_dn_1: 0.1093 loss_bbox_dn_1: 0.2246 loss_giou_dn_1: 0.5133 loss_class_dn_2: 0.0994 loss_bbox_dn_2: 0.2081 loss_giou_dn_2: 0.4876 loss_class_dn_3: 0.09612 loss_bbox_dn_3: 0.2041 loss_giou_dn_3: 0.4763 loss_class_dn_4: 0.09229 loss_bbox_dn_4: 0.2035 loss_giou_dn_4: 0.4736 time: 1.1160 data_time: 0.0971 lr: 0.0001 max_mem: 43217M [05/19 23:20:24 d2.utils.events]: eta: 2 days, 14:43:31 iter: 20549 total_loss: 11.31 loss_class: 0.2944 loss_bbox: 0.1325 loss_giou: 0.4354 loss_class_0: 0.356 loss_bbox_0: 0.1423 loss_giou_0: 0.4448 loss_class_1: 0.3149 loss_bbox_1: 0.1402 loss_giou_1: 0.4431 loss_class_2: 0.2991 loss_bbox_2: 0.1374 loss_giou_2: 0.4386 loss_class_3: 0.2992 loss_bbox_3: 0.1338 loss_giou_3: 0.4351 loss_class_4: 0.2951 loss_bbox_4: 0.1331 loss_giou_4: 0.4349 loss_class_enc: 0.3458 loss_bbox_enc: 0.1662 loss_giou_enc: 0.4947 loss_class_dn: 0.08906 loss_bbox_dn: 0.21 loss_giou_dn: 0.4706 loss_class_dn_0: 0.1326 loss_bbox_dn_0: 0.2867 loss_giou_dn_0: 0.6129 loss_class_dn_1: 0.1065 loss_bbox_dn_1: 0.2314 loss_giou_dn_1: 0.5078 loss_class_dn_2: 0.0956 loss_bbox_dn_2: 0.2162 loss_giou_dn_2: 0.4843 loss_class_dn_3: 0.09239 loss_bbox_dn_3: 0.2117 loss_giou_dn_3: 0.4732 loss_class_dn_4: 0.09003 loss_bbox_dn_4: 0.2102 loss_giou_dn_4: 0.4707 time: 1.1160 data_time: 0.1110 lr: 0.0001 max_mem: 43217M [05/19 23:21:19 d2.utils.events]: eta: 2 days, 14:37:54 iter: 20599 total_loss: 11.31 loss_class: 0.2995 loss_bbox: 0.1322 loss_giou: 0.4314 loss_class_0: 0.3538 loss_bbox_0: 0.1368 loss_giou_0: 0.4498 loss_class_1: 0.3183 loss_bbox_1: 0.1374 loss_giou_1: 0.4471 loss_class_2: 0.3052 loss_bbox_2: 0.1335 loss_giou_2: 0.4388 loss_class_3: 0.3021 loss_bbox_3: 0.1313 loss_giou_3: 0.4333 loss_class_4: 0.2997 loss_bbox_4: 0.1321 loss_giou_4: 0.4314 loss_class_enc: 0.3436 loss_bbox_enc: 0.1606 loss_giou_enc: 0.4938 loss_class_dn: 0.09243 loss_bbox_dn: 0.2019 loss_giou_dn: 0.4763 loss_class_dn_0: 0.1352 loss_bbox_dn_0: 0.2839 loss_giou_dn_0: 0.6171 loss_class_dn_1: 0.1092 loss_bbox_dn_1: 0.2265 loss_giou_dn_1: 0.5177 loss_class_dn_2: 0.09943 loss_bbox_dn_2: 0.2094 loss_giou_dn_2: 0.4896 loss_class_dn_3: 0.09692 loss_bbox_dn_3: 0.2033 loss_giou_dn_3: 0.4791 loss_class_dn_4: 0.09396 loss_bbox_dn_4: 0.2021 loss_giou_dn_4: 0.4761 time: 1.1160 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/19 23:22:15 d2.utils.events]: eta: 2 days, 14:32:44 iter: 20649 total_loss: 11.29 loss_class: 0.2945 loss_bbox: 0.1322 loss_giou: 0.4338 loss_class_0: 0.3544 loss_bbox_0: 0.1434 loss_giou_0: 0.4506 loss_class_1: 0.3181 loss_bbox_1: 0.1403 loss_giou_1: 0.4446 loss_class_2: 0.3022 loss_bbox_2: 0.1346 loss_giou_2: 0.4375 loss_class_3: 0.2984 loss_bbox_3: 0.134 loss_giou_3: 0.4347 loss_class_4: 0.295 loss_bbox_4: 0.1324 loss_giou_4: 0.4337 loss_class_enc: 0.3496 loss_bbox_enc: 0.1636 loss_giou_enc: 0.4928 loss_class_dn: 0.08931 loss_bbox_dn: 0.2052 loss_giou_dn: 0.4663 loss_class_dn_0: 0.1352 loss_bbox_dn_0: 0.2824 loss_giou_dn_0: 0.6005 loss_class_dn_1: 0.1068 loss_bbox_dn_1: 0.2273 loss_giou_dn_1: 0.5041 loss_class_dn_2: 0.09701 loss_bbox_dn_2: 0.2101 loss_giou_dn_2: 0.4798 loss_class_dn_3: 0.09464 loss_bbox_dn_3: 0.2061 loss_giou_dn_3: 0.4687 loss_class_dn_4: 0.09126 loss_bbox_dn_4: 0.2052 loss_giou_dn_4: 0.4662 time: 1.1159 data_time: 0.0916 lr: 0.0001 max_mem: 43217M [05/19 23:23:10 d2.utils.events]: eta: 2 days, 14:30:22 iter: 20699 total_loss: 11.31 loss_class: 0.2958 loss_bbox: 0.1301 loss_giou: 0.4203 loss_class_0: 0.3551 loss_bbox_0: 0.1377 loss_giou_0: 0.4371 loss_class_1: 0.316 loss_bbox_1: 0.1362 loss_giou_1: 0.4335 loss_class_2: 0.3002 loss_bbox_2: 0.1324 loss_giou_2: 0.4264 loss_class_3: 0.2996 loss_bbox_3: 0.1301 loss_giou_3: 0.4212 loss_class_4: 0.2962 loss_bbox_4: 0.1301 loss_giou_4: 0.4206 loss_class_enc: 0.3437 loss_bbox_enc: 0.158 loss_giou_enc: 0.4803 loss_class_dn: 0.09152 loss_bbox_dn: 0.2123 loss_giou_dn: 0.4671 loss_class_dn_0: 0.1358 loss_bbox_dn_0: 0.2901 loss_giou_dn_0: 0.6069 loss_class_dn_1: 0.1088 loss_bbox_dn_1: 0.2329 loss_giou_dn_1: 0.5096 loss_class_dn_2: 0.09863 loss_bbox_dn_2: 0.2173 loss_giou_dn_2: 0.4799 loss_class_dn_3: 0.09622 loss_bbox_dn_3: 0.2129 loss_giou_dn_3: 0.4703 loss_class_dn_4: 0.09307 loss_bbox_dn_4: 0.2123 loss_giou_dn_4: 0.467 time: 1.1159 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/19 23:24:06 d2.utils.events]: eta: 2 days, 14:28:24 iter: 20749 total_loss: 11.27 loss_class: 0.2959 loss_bbox: 0.1318 loss_giou: 0.4381 loss_class_0: 0.35 loss_bbox_0: 0.1404 loss_giou_0: 0.4498 loss_class_1: 0.3132 loss_bbox_1: 0.1386 loss_giou_1: 0.4457 loss_class_2: 0.2999 loss_bbox_2: 0.1358 loss_giou_2: 0.442 loss_class_3: 0.2976 loss_bbox_3: 0.1334 loss_giou_3: 0.4387 loss_class_4: 0.2959 loss_bbox_4: 0.1325 loss_giou_4: 0.4376 loss_class_enc: 0.3434 loss_bbox_enc: 0.161 loss_giou_enc: 0.4923 loss_class_dn: 0.08817 loss_bbox_dn: 0.2076 loss_giou_dn: 0.4761 loss_class_dn_0: 0.1342 loss_bbox_dn_0: 0.2791 loss_giou_dn_0: 0.6079 loss_class_dn_1: 0.107 loss_bbox_dn_1: 0.226 loss_giou_dn_1: 0.5135 loss_class_dn_2: 0.09549 loss_bbox_dn_2: 0.2118 loss_giou_dn_2: 0.4885 loss_class_dn_3: 0.09229 loss_bbox_dn_3: 0.2086 loss_giou_dn_3: 0.479 loss_class_dn_4: 0.08982 loss_bbox_dn_4: 0.2077 loss_giou_dn_4: 0.476 time: 1.1159 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/19 23:25:02 d2.utils.events]: eta: 2 days, 14:28:32 iter: 20799 total_loss: 11.18 loss_class: 0.2918 loss_bbox: 0.1326 loss_giou: 0.4183 loss_class_0: 0.3464 loss_bbox_0: 0.1407 loss_giou_0: 0.4364 loss_class_1: 0.311 loss_bbox_1: 0.1383 loss_giou_1: 0.4302 loss_class_2: 0.2985 loss_bbox_2: 0.1341 loss_giou_2: 0.4245 loss_class_3: 0.2944 loss_bbox_3: 0.1336 loss_giou_3: 0.42 loss_class_4: 0.2936 loss_bbox_4: 0.1327 loss_giou_4: 0.4196 loss_class_enc: 0.3403 loss_bbox_enc: 0.161 loss_giou_enc: 0.4783 loss_class_dn: 0.08993 loss_bbox_dn: 0.2161 loss_giou_dn: 0.4671 loss_class_dn_0: 0.1342 loss_bbox_dn_0: 0.294 loss_giou_dn_0: 0.6044 loss_class_dn_1: 0.107 loss_bbox_dn_1: 0.236 loss_giou_dn_1: 0.5067 loss_class_dn_2: 0.09679 loss_bbox_dn_2: 0.2213 loss_giou_dn_2: 0.4816 loss_class_dn_3: 0.09475 loss_bbox_dn_3: 0.2168 loss_giou_dn_3: 0.4696 loss_class_dn_4: 0.09196 loss_bbox_dn_4: 0.2161 loss_giou_dn_4: 0.4672 time: 1.1159 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/19 23:25:57 d2.utils.events]: eta: 2 days, 14:25:16 iter: 20849 total_loss: 11.12 loss_class: 0.2967 loss_bbox: 0.1282 loss_giou: 0.4274 loss_class_0: 0.3511 loss_bbox_0: 0.1354 loss_giou_0: 0.4387 loss_class_1: 0.3132 loss_bbox_1: 0.1331 loss_giou_1: 0.4359 loss_class_2: 0.3009 loss_bbox_2: 0.1307 loss_giou_2: 0.4335 loss_class_3: 0.3003 loss_bbox_3: 0.1284 loss_giou_3: 0.4302 loss_class_4: 0.2981 loss_bbox_4: 0.1284 loss_giou_4: 0.4263 loss_class_enc: 0.341 loss_bbox_enc: 0.1541 loss_giou_enc: 0.4774 loss_class_dn: 0.09 loss_bbox_dn: 0.2003 loss_giou_dn: 0.4702 loss_class_dn_0: 0.1338 loss_bbox_dn_0: 0.2781 loss_giou_dn_0: 0.6055 loss_class_dn_1: 0.1064 loss_bbox_dn_1: 0.2212 loss_giou_dn_1: 0.5098 loss_class_dn_2: 0.09649 loss_bbox_dn_2: 0.2061 loss_giou_dn_2: 0.4833 loss_class_dn_3: 0.09414 loss_bbox_dn_3: 0.2012 loss_giou_dn_3: 0.4725 loss_class_dn_4: 0.09157 loss_bbox_dn_4: 0.2005 loss_giou_dn_4: 0.4702 time: 1.1158 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/19 23:26:53 d2.utils.events]: eta: 2 days, 14:23:56 iter: 20899 total_loss: 11.3 loss_class: 0.2998 loss_bbox: 0.1289 loss_giou: 0.4388 loss_class_0: 0.3543 loss_bbox_0: 0.1386 loss_giou_0: 0.4565 loss_class_1: 0.3186 loss_bbox_1: 0.1362 loss_giou_1: 0.4512 loss_class_2: 0.3033 loss_bbox_2: 0.1343 loss_giou_2: 0.444 loss_class_3: 0.3009 loss_bbox_3: 0.1309 loss_giou_3: 0.4385 loss_class_4: 0.2999 loss_bbox_4: 0.1294 loss_giou_4: 0.4387 loss_class_enc: 0.3429 loss_bbox_enc: 0.163 loss_giou_enc: 0.5028 loss_class_dn: 0.08923 loss_bbox_dn: 0.1951 loss_giou_dn: 0.4783 loss_class_dn_0: 0.1338 loss_bbox_dn_0: 0.2673 loss_giou_dn_0: 0.6204 loss_class_dn_1: 0.1059 loss_bbox_dn_1: 0.217 loss_giou_dn_1: 0.5193 loss_class_dn_2: 0.09517 loss_bbox_dn_2: 0.2011 loss_giou_dn_2: 0.491 loss_class_dn_3: 0.09234 loss_bbox_dn_3: 0.1963 loss_giou_dn_3: 0.4808 loss_class_dn_4: 0.09066 loss_bbox_dn_4: 0.1953 loss_giou_dn_4: 0.4782 time: 1.1158 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/19 23:27:49 d2.utils.events]: eta: 2 days, 14:19:27 iter: 20949 total_loss: 11.23 loss_class: 0.2881 loss_bbox: 0.1297 loss_giou: 0.4283 loss_class_0: 0.3502 loss_bbox_0: 0.1376 loss_giou_0: 0.4409 loss_class_1: 0.3111 loss_bbox_1: 0.1374 loss_giou_1: 0.4379 loss_class_2: 0.2939 loss_bbox_2: 0.1335 loss_giou_2: 0.4341 loss_class_3: 0.2916 loss_bbox_3: 0.1314 loss_giou_3: 0.4303 loss_class_4: 0.29 loss_bbox_4: 0.1298 loss_giou_4: 0.4282 loss_class_enc: 0.3403 loss_bbox_enc: 0.1586 loss_giou_enc: 0.4866 loss_class_dn: 0.09215 loss_bbox_dn: 0.1942 loss_giou_dn: 0.4686 loss_class_dn_0: 0.1354 loss_bbox_dn_0: 0.274 loss_giou_dn_0: 0.6038 loss_class_dn_1: 0.1101 loss_bbox_dn_1: 0.2168 loss_giou_dn_1: 0.5059 loss_class_dn_2: 0.09941 loss_bbox_dn_2: 0.2004 loss_giou_dn_2: 0.4817 loss_class_dn_3: 0.0967 loss_bbox_dn_3: 0.1959 loss_giou_dn_3: 0.4713 loss_class_dn_4: 0.09333 loss_bbox_dn_4: 0.1943 loss_giou_dn_4: 0.4685 time: 1.1158 data_time: 0.1032 lr: 0.0001 max_mem: 43217M [05/19 23:28:44 d2.utils.events]: eta: 2 days, 14:09:34 iter: 20999 total_loss: 11.27 loss_class: 0.2952 loss_bbox: 0.1314 loss_giou: 0.4313 loss_class_0: 0.3534 loss_bbox_0: 0.14 loss_giou_0: 0.4466 loss_class_1: 0.3127 loss_bbox_1: 0.1376 loss_giou_1: 0.447 loss_class_2: 0.3026 loss_bbox_2: 0.1348 loss_giou_2: 0.4392 loss_class_3: 0.2991 loss_bbox_3: 0.1325 loss_giou_3: 0.4347 loss_class_4: 0.2967 loss_bbox_4: 0.1306 loss_giou_4: 0.4312 loss_class_enc: 0.3415 loss_bbox_enc: 0.1615 loss_giou_enc: 0.4896 loss_class_dn: 0.09539 loss_bbox_dn: 0.2069 loss_giou_dn: 0.4742 loss_class_dn_0: 0.14 loss_bbox_dn_0: 0.285 loss_giou_dn_0: 0.6115 loss_class_dn_1: 0.1142 loss_bbox_dn_1: 0.2305 loss_giou_dn_1: 0.5154 loss_class_dn_2: 0.1024 loss_bbox_dn_2: 0.214 loss_giou_dn_2: 0.4864 loss_class_dn_3: 0.09975 loss_bbox_dn_3: 0.2087 loss_giou_dn_3: 0.4776 loss_class_dn_4: 0.09677 loss_bbox_dn_4: 0.2071 loss_giou_dn_4: 0.4743 time: 1.1158 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/19 23:29:39 d2.utils.events]: eta: 2 days, 14:04:30 iter: 21049 total_loss: 11.16 loss_class: 0.2887 loss_bbox: 0.1272 loss_giou: 0.4311 loss_class_0: 0.3438 loss_bbox_0: 0.1361 loss_giou_0: 0.4496 loss_class_1: 0.3082 loss_bbox_1: 0.134 loss_giou_1: 0.4411 loss_class_2: 0.2951 loss_bbox_2: 0.1307 loss_giou_2: 0.4361 loss_class_3: 0.2934 loss_bbox_3: 0.128 loss_giou_3: 0.4324 loss_class_4: 0.2899 loss_bbox_4: 0.1267 loss_giou_4: 0.4317 loss_class_enc: 0.333 loss_bbox_enc: 0.1598 loss_giou_enc: 0.4945 loss_class_dn: 0.08523 loss_bbox_dn: 0.1988 loss_giou_dn: 0.4685 loss_class_dn_0: 0.1285 loss_bbox_dn_0: 0.2732 loss_giou_dn_0: 0.6002 loss_class_dn_1: 0.1013 loss_bbox_dn_1: 0.2199 loss_giou_dn_1: 0.5059 loss_class_dn_2: 0.09266 loss_bbox_dn_2: 0.2037 loss_giou_dn_2: 0.4812 loss_class_dn_3: 0.08964 loss_bbox_dn_3: 0.2 loss_giou_dn_3: 0.4712 loss_class_dn_4: 0.08662 loss_bbox_dn_4: 0.1988 loss_giou_dn_4: 0.4685 time: 1.1157 data_time: 0.0912 lr: 0.0001 max_mem: 43217M [05/19 23:30:36 d2.utils.events]: eta: 2 days, 14:05:49 iter: 21099 total_loss: 11.14 loss_class: 0.294 loss_bbox: 0.1317 loss_giou: 0.4218 loss_class_0: 0.3561 loss_bbox_0: 0.1408 loss_giou_0: 0.4384 loss_class_1: 0.3174 loss_bbox_1: 0.1388 loss_giou_1: 0.4329 loss_class_2: 0.3032 loss_bbox_2: 0.1357 loss_giou_2: 0.4306 loss_class_3: 0.3001 loss_bbox_3: 0.1328 loss_giou_3: 0.4228 loss_class_4: 0.2978 loss_bbox_4: 0.1318 loss_giou_4: 0.4211 loss_class_enc: 0.3482 loss_bbox_enc: 0.1588 loss_giou_enc: 0.4786 loss_class_dn: 0.09054 loss_bbox_dn: 0.2021 loss_giou_dn: 0.4699 loss_class_dn_0: 0.1364 loss_bbox_dn_0: 0.2717 loss_giou_dn_0: 0.607 loss_class_dn_1: 0.1108 loss_bbox_dn_1: 0.2209 loss_giou_dn_1: 0.5102 loss_class_dn_2: 0.09931 loss_bbox_dn_2: 0.2075 loss_giou_dn_2: 0.4835 loss_class_dn_3: 0.09544 loss_bbox_dn_3: 0.2028 loss_giou_dn_3: 0.4728 loss_class_dn_4: 0.0918 loss_bbox_dn_4: 0.2022 loss_giou_dn_4: 0.4698 time: 1.1157 data_time: 0.0930 lr: 0.0001 max_mem: 43217M [05/19 23:31:31 d2.utils.events]: eta: 2 days, 14:02:21 iter: 21149 total_loss: 11.14 loss_class: 0.2873 loss_bbox: 0.1325 loss_giou: 0.4258 loss_class_0: 0.3459 loss_bbox_0: 0.1368 loss_giou_0: 0.4413 loss_class_1: 0.3065 loss_bbox_1: 0.1375 loss_giou_1: 0.438 loss_class_2: 0.2948 loss_bbox_2: 0.135 loss_giou_2: 0.4324 loss_class_3: 0.2916 loss_bbox_3: 0.1332 loss_giou_3: 0.4256 loss_class_4: 0.2881 loss_bbox_4: 0.1332 loss_giou_4: 0.4251 loss_class_enc: 0.3379 loss_bbox_enc: 0.1577 loss_giou_enc: 0.4843 loss_class_dn: 0.0885 loss_bbox_dn: 0.1961 loss_giou_dn: 0.4642 loss_class_dn_0: 0.1319 loss_bbox_dn_0: 0.2699 loss_giou_dn_0: 0.6017 loss_class_dn_1: 0.1049 loss_bbox_dn_1: 0.2173 loss_giou_dn_1: 0.5045 loss_class_dn_2: 0.09647 loss_bbox_dn_2: 0.2009 loss_giou_dn_2: 0.4776 loss_class_dn_3: 0.09327 loss_bbox_dn_3: 0.197 loss_giou_dn_3: 0.4672 loss_class_dn_4: 0.09002 loss_bbox_dn_4: 0.1962 loss_giou_dn_4: 0.464 time: 1.1157 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/19 23:32:27 d2.utils.events]: eta: 2 days, 13:59:01 iter: 21199 total_loss: 11.21 loss_class: 0.2917 loss_bbox: 0.1326 loss_giou: 0.4407 loss_class_0: 0.3471 loss_bbox_0: 0.1384 loss_giou_0: 0.4565 loss_class_1: 0.3096 loss_bbox_1: 0.1372 loss_giou_1: 0.4529 loss_class_2: 0.2959 loss_bbox_2: 0.134 loss_giou_2: 0.4471 loss_class_3: 0.2944 loss_bbox_3: 0.1326 loss_giou_3: 0.4427 loss_class_4: 0.2918 loss_bbox_4: 0.1323 loss_giou_4: 0.44 loss_class_enc: 0.34 loss_bbox_enc: 0.1582 loss_giou_enc: 0.4987 loss_class_dn: 0.08964 loss_bbox_dn: 0.1992 loss_giou_dn: 0.4741 loss_class_dn_0: 0.1334 loss_bbox_dn_0: 0.2704 loss_giou_dn_0: 0.6109 loss_class_dn_1: 0.1069 loss_bbox_dn_1: 0.2209 loss_giou_dn_1: 0.5122 loss_class_dn_2: 0.09651 loss_bbox_dn_2: 0.2074 loss_giou_dn_2: 0.4874 loss_class_dn_3: 0.09332 loss_bbox_dn_3: 0.2011 loss_giou_dn_3: 0.4769 loss_class_dn_4: 0.09087 loss_bbox_dn_4: 0.1992 loss_giou_dn_4: 0.4741 time: 1.1157 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/19 23:33:23 d2.utils.events]: eta: 2 days, 13:57:04 iter: 21249 total_loss: 11.29 loss_class: 0.2937 loss_bbox: 0.1329 loss_giou: 0.4393 loss_class_0: 0.3518 loss_bbox_0: 0.1386 loss_giou_0: 0.4517 loss_class_1: 0.316 loss_bbox_1: 0.1391 loss_giou_1: 0.4489 loss_class_2: 0.3023 loss_bbox_2: 0.1337 loss_giou_2: 0.4417 loss_class_3: 0.2997 loss_bbox_3: 0.1336 loss_giou_3: 0.4395 loss_class_4: 0.2948 loss_bbox_4: 0.133 loss_giou_4: 0.4385 loss_class_enc: 0.343 loss_bbox_enc: 0.1599 loss_giou_enc: 0.4969 loss_class_dn: 0.09134 loss_bbox_dn: 0.2054 loss_giou_dn: 0.4706 loss_class_dn_0: 0.1349 loss_bbox_dn_0: 0.2828 loss_giou_dn_0: 0.606 loss_class_dn_1: 0.1088 loss_bbox_dn_1: 0.227 loss_giou_dn_1: 0.5067 loss_class_dn_2: 0.09798 loss_bbox_dn_2: 0.2108 loss_giou_dn_2: 0.4818 loss_class_dn_3: 0.09517 loss_bbox_dn_3: 0.2062 loss_giou_dn_3: 0.4726 loss_class_dn_4: 0.09252 loss_bbox_dn_4: 0.2054 loss_giou_dn_4: 0.4706 time: 1.1157 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/19 23:34:18 d2.utils.events]: eta: 2 days, 13:54:00 iter: 21299 total_loss: 11.19 loss_class: 0.2919 loss_bbox: 0.1338 loss_giou: 0.4196 loss_class_0: 0.3538 loss_bbox_0: 0.142 loss_giou_0: 0.4358 loss_class_1: 0.3112 loss_bbox_1: 0.1401 loss_giou_1: 0.431 loss_class_2: 0.2985 loss_bbox_2: 0.1372 loss_giou_2: 0.4277 loss_class_3: 0.297 loss_bbox_3: 0.1339 loss_giou_3: 0.4215 loss_class_4: 0.2927 loss_bbox_4: 0.1344 loss_giou_4: 0.4214 loss_class_enc: 0.3419 loss_bbox_enc: 0.1604 loss_giou_enc: 0.4775 loss_class_dn: 0.0841 loss_bbox_dn: 0.2117 loss_giou_dn: 0.4657 loss_class_dn_0: 0.129 loss_bbox_dn_0: 0.2871 loss_giou_dn_0: 0.6001 loss_class_dn_1: 0.1027 loss_bbox_dn_1: 0.232 loss_giou_dn_1: 0.5048 loss_class_dn_2: 0.09086 loss_bbox_dn_2: 0.2164 loss_giou_dn_2: 0.479 loss_class_dn_3: 0.08797 loss_bbox_dn_3: 0.2126 loss_giou_dn_3: 0.4688 loss_class_dn_4: 0.08487 loss_bbox_dn_4: 0.2119 loss_giou_dn_4: 0.4657 time: 1.1156 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/19 23:35:15 d2.utils.events]: eta: 2 days, 13:55:15 iter: 21349 total_loss: 11.25 loss_class: 0.2897 loss_bbox: 0.1302 loss_giou: 0.4388 loss_class_0: 0.3479 loss_bbox_0: 0.1396 loss_giou_0: 0.4543 loss_class_1: 0.3058 loss_bbox_1: 0.1387 loss_giou_1: 0.4503 loss_class_2: 0.2948 loss_bbox_2: 0.1345 loss_giou_2: 0.4445 loss_class_3: 0.2929 loss_bbox_3: 0.1328 loss_giou_3: 0.4395 loss_class_4: 0.2908 loss_bbox_4: 0.1307 loss_giou_4: 0.4384 loss_class_enc: 0.3419 loss_bbox_enc: 0.1586 loss_giou_enc: 0.4986 loss_class_dn: 0.08905 loss_bbox_dn: 0.198 loss_giou_dn: 0.4754 loss_class_dn_0: 0.1354 loss_bbox_dn_0: 0.2714 loss_giou_dn_0: 0.6152 loss_class_dn_1: 0.1074 loss_bbox_dn_1: 0.2171 loss_giou_dn_1: 0.5129 loss_class_dn_2: 0.09603 loss_bbox_dn_2: 0.2023 loss_giou_dn_2: 0.4875 loss_class_dn_3: 0.09272 loss_bbox_dn_3: 0.1988 loss_giou_dn_3: 0.4775 loss_class_dn_4: 0.09002 loss_bbox_dn_4: 0.198 loss_giou_dn_4: 0.4753 time: 1.1156 data_time: 0.0943 lr: 0.0001 max_mem: 43217M [05/19 23:36:11 d2.utils.events]: eta: 2 days, 13:53:12 iter: 21399 total_loss: 11.1 loss_class: 0.2967 loss_bbox: 0.1318 loss_giou: 0.4149 loss_class_0: 0.3575 loss_bbox_0: 0.139 loss_giou_0: 0.4326 loss_class_1: 0.3151 loss_bbox_1: 0.1381 loss_giou_1: 0.4262 loss_class_2: 0.3005 loss_bbox_2: 0.1341 loss_giou_2: 0.4198 loss_class_3: 0.3018 loss_bbox_3: 0.1336 loss_giou_3: 0.4166 loss_class_4: 0.2974 loss_bbox_4: 0.1325 loss_giou_4: 0.416 loss_class_enc: 0.3464 loss_bbox_enc: 0.1601 loss_giou_enc: 0.4816 loss_class_dn: 0.09238 loss_bbox_dn: 0.1979 loss_giou_dn: 0.4609 loss_class_dn_0: 0.1361 loss_bbox_dn_0: 0.2754 loss_giou_dn_0: 0.6006 loss_class_dn_1: 0.1105 loss_bbox_dn_1: 0.2189 loss_giou_dn_1: 0.5015 loss_class_dn_2: 0.09948 loss_bbox_dn_2: 0.2048 loss_giou_dn_2: 0.475 loss_class_dn_3: 0.09566 loss_bbox_dn_3: 0.1996 loss_giou_dn_3: 0.4638 loss_class_dn_4: 0.09372 loss_bbox_dn_4: 0.198 loss_giou_dn_4: 0.4606 time: 1.1156 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/19 23:37:07 d2.utils.events]: eta: 2 days, 13:54:03 iter: 21449 total_loss: 11.03 loss_class: 0.2939 loss_bbox: 0.1311 loss_giou: 0.4199 loss_class_0: 0.353 loss_bbox_0: 0.1397 loss_giou_0: 0.4364 loss_class_1: 0.3154 loss_bbox_1: 0.1381 loss_giou_1: 0.4349 loss_class_2: 0.2998 loss_bbox_2: 0.1345 loss_giou_2: 0.4269 loss_class_3: 0.2976 loss_bbox_3: 0.1324 loss_giou_3: 0.4208 loss_class_4: 0.2954 loss_bbox_4: 0.1317 loss_giou_4: 0.4206 loss_class_enc: 0.3481 loss_bbox_enc: 0.1603 loss_giou_enc: 0.4769 loss_class_dn: 0.0903 loss_bbox_dn: 0.204 loss_giou_dn: 0.4564 loss_class_dn_0: 0.1359 loss_bbox_dn_0: 0.283 loss_giou_dn_0: 0.6053 loss_class_dn_1: 0.1079 loss_bbox_dn_1: 0.2264 loss_giou_dn_1: 0.4975 loss_class_dn_2: 0.09735 loss_bbox_dn_2: 0.2109 loss_giou_dn_2: 0.4695 loss_class_dn_3: 0.0942 loss_bbox_dn_3: 0.2055 loss_giou_dn_3: 0.459 loss_class_dn_4: 0.09104 loss_bbox_dn_4: 0.2041 loss_giou_dn_4: 0.4566 time: 1.1156 data_time: 0.0903 lr: 0.0001 max_mem: 43217M [05/19 23:38:03 d2.utils.events]: eta: 2 days, 13:53:56 iter: 21499 total_loss: 11.17 loss_class: 0.2939 loss_bbox: 0.1298 loss_giou: 0.4391 loss_class_0: 0.3492 loss_bbox_0: 0.1378 loss_giou_0: 0.4485 loss_class_1: 0.3131 loss_bbox_1: 0.1355 loss_giou_1: 0.4484 loss_class_2: 0.2999 loss_bbox_2: 0.1319 loss_giou_2: 0.4417 loss_class_3: 0.2964 loss_bbox_3: 0.1326 loss_giou_3: 0.4402 loss_class_4: 0.2944 loss_bbox_4: 0.1307 loss_giou_4: 0.44 loss_class_enc: 0.3428 loss_bbox_enc: 0.1574 loss_giou_enc: 0.49 loss_class_dn: 0.08694 loss_bbox_dn: 0.196 loss_giou_dn: 0.4688 loss_class_dn_0: 0.1297 loss_bbox_dn_0: 0.2715 loss_giou_dn_0: 0.6097 loss_class_dn_1: 0.1051 loss_bbox_dn_1: 0.2177 loss_giou_dn_1: 0.5098 loss_class_dn_2: 0.09315 loss_bbox_dn_2: 0.2024 loss_giou_dn_2: 0.4823 loss_class_dn_3: 0.09009 loss_bbox_dn_3: 0.1973 loss_giou_dn_3: 0.4715 loss_class_dn_4: 0.08804 loss_bbox_dn_4: 0.196 loss_giou_dn_4: 0.4687 time: 1.1156 data_time: 0.0920 lr: 0.0001 max_mem: 43217M [05/19 23:38:58 d2.utils.events]: eta: 2 days, 13:49:54 iter: 21549 total_loss: 11.2 loss_class: 0.2848 loss_bbox: 0.1293 loss_giou: 0.4301 loss_class_0: 0.3404 loss_bbox_0: 0.1353 loss_giou_0: 0.4431 loss_class_1: 0.3035 loss_bbox_1: 0.1343 loss_giou_1: 0.4381 loss_class_2: 0.2889 loss_bbox_2: 0.1309 loss_giou_2: 0.436 loss_class_3: 0.2881 loss_bbox_3: 0.1294 loss_giou_3: 0.4311 loss_class_4: 0.2876 loss_bbox_4: 0.1291 loss_giou_4: 0.43 loss_class_enc: 0.3335 loss_bbox_enc: 0.1614 loss_giou_enc: 0.488 loss_class_dn: 0.08861 loss_bbox_dn: 0.2034 loss_giou_dn: 0.4641 loss_class_dn_0: 0.1306 loss_bbox_dn_0: 0.2787 loss_giou_dn_0: 0.602 loss_class_dn_1: 0.1033 loss_bbox_dn_1: 0.2236 loss_giou_dn_1: 0.5057 loss_class_dn_2: 0.09232 loss_bbox_dn_2: 0.2082 loss_giou_dn_2: 0.4777 loss_class_dn_3: 0.09092 loss_bbox_dn_3: 0.2041 loss_giou_dn_3: 0.4667 loss_class_dn_4: 0.08897 loss_bbox_dn_4: 0.2035 loss_giou_dn_4: 0.464 time: 1.1156 data_time: 0.0930 lr: 0.0001 max_mem: 43217M [05/19 23:39:53 d2.utils.events]: eta: 2 days, 13:47:51 iter: 21599 total_loss: 11.08 loss_class: 0.2886 loss_bbox: 0.1275 loss_giou: 0.4285 loss_class_0: 0.3474 loss_bbox_0: 0.136 loss_giou_0: 0.4441 loss_class_1: 0.3086 loss_bbox_1: 0.1335 loss_giou_1: 0.441 loss_class_2: 0.2947 loss_bbox_2: 0.1304 loss_giou_2: 0.4362 loss_class_3: 0.2926 loss_bbox_3: 0.1281 loss_giou_3: 0.4312 loss_class_4: 0.2891 loss_bbox_4: 0.1269 loss_giou_4: 0.4286 loss_class_enc: 0.3381 loss_bbox_enc: 0.1528 loss_giou_enc: 0.4869 loss_class_dn: 0.0853 loss_bbox_dn: 0.1985 loss_giou_dn: 0.4644 loss_class_dn_0: 0.1295 loss_bbox_dn_0: 0.2745 loss_giou_dn_0: 0.6082 loss_class_dn_1: 0.1034 loss_bbox_dn_1: 0.2175 loss_giou_dn_1: 0.5057 loss_class_dn_2: 0.09188 loss_bbox_dn_2: 0.2039 loss_giou_dn_2: 0.4785 loss_class_dn_3: 0.08921 loss_bbox_dn_3: 0.199 loss_giou_dn_3: 0.4674 loss_class_dn_4: 0.08684 loss_bbox_dn_4: 0.1984 loss_giou_dn_4: 0.4645 time: 1.1155 data_time: 0.0912 lr: 0.0001 max_mem: 43217M [05/19 23:40:49 d2.utils.events]: eta: 2 days, 13:50:44 iter: 21649 total_loss: 11.28 loss_class: 0.2981 loss_bbox: 0.1314 loss_giou: 0.428 loss_class_0: 0.3563 loss_bbox_0: 0.1391 loss_giou_0: 0.4482 loss_class_1: 0.3182 loss_bbox_1: 0.1376 loss_giou_1: 0.4444 loss_class_2: 0.3036 loss_bbox_2: 0.133 loss_giou_2: 0.4336 loss_class_3: 0.3017 loss_bbox_3: 0.1314 loss_giou_3: 0.4294 loss_class_4: 0.2996 loss_bbox_4: 0.1304 loss_giou_4: 0.4263 loss_class_enc: 0.3474 loss_bbox_enc: 0.1626 loss_giou_enc: 0.4911 loss_class_dn: 0.0914 loss_bbox_dn: 0.1946 loss_giou_dn: 0.4693 loss_class_dn_0: 0.1348 loss_bbox_dn_0: 0.2752 loss_giou_dn_0: 0.6035 loss_class_dn_1: 0.1091 loss_bbox_dn_1: 0.2213 loss_giou_dn_1: 0.5067 loss_class_dn_2: 0.09801 loss_bbox_dn_2: 0.2006 loss_giou_dn_2: 0.4812 loss_class_dn_3: 0.0959 loss_bbox_dn_3: 0.1956 loss_giou_dn_3: 0.4713 loss_class_dn_4: 0.09247 loss_bbox_dn_4: 0.1945 loss_giou_dn_4: 0.4693 time: 1.1155 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/19 23:41:44 d2.utils.events]: eta: 2 days, 13:48:09 iter: 21699 total_loss: 11.19 loss_class: 0.2963 loss_bbox: 0.1276 loss_giou: 0.4182 loss_class_0: 0.3541 loss_bbox_0: 0.1382 loss_giou_0: 0.4362 loss_class_1: 0.3131 loss_bbox_1: 0.1359 loss_giou_1: 0.4311 loss_class_2: 0.2994 loss_bbox_2: 0.1329 loss_giou_2: 0.4291 loss_class_3: 0.2983 loss_bbox_3: 0.1303 loss_giou_3: 0.4225 loss_class_4: 0.2966 loss_bbox_4: 0.1281 loss_giou_4: 0.4189 loss_class_enc: 0.3432 loss_bbox_enc: 0.1579 loss_giou_enc: 0.477 loss_class_dn: 0.09265 loss_bbox_dn: 0.2054 loss_giou_dn: 0.4656 loss_class_dn_0: 0.135 loss_bbox_dn_0: 0.274 loss_giou_dn_0: 0.6013 loss_class_dn_1: 0.1094 loss_bbox_dn_1: 0.2253 loss_giou_dn_1: 0.5032 loss_class_dn_2: 0.09855 loss_bbox_dn_2: 0.2111 loss_giou_dn_2: 0.4775 loss_class_dn_3: 0.09625 loss_bbox_dn_3: 0.2071 loss_giou_dn_3: 0.4683 loss_class_dn_4: 0.09327 loss_bbox_dn_4: 0.2055 loss_giou_dn_4: 0.4657 time: 1.1155 data_time: 0.0932 lr: 0.0001 max_mem: 43217M [05/19 23:42:40 d2.utils.events]: eta: 2 days, 13:50:06 iter: 21749 total_loss: 11.2 loss_class: 0.293 loss_bbox: 0.1316 loss_giou: 0.4279 loss_class_0: 0.3521 loss_bbox_0: 0.1357 loss_giou_0: 0.444 loss_class_1: 0.3092 loss_bbox_1: 0.135 loss_giou_1: 0.4398 loss_class_2: 0.2988 loss_bbox_2: 0.1308 loss_giou_2: 0.433 loss_class_3: 0.2949 loss_bbox_3: 0.1311 loss_giou_3: 0.4285 loss_class_4: 0.2933 loss_bbox_4: 0.1308 loss_giou_4: 0.428 loss_class_enc: 0.3439 loss_bbox_enc: 0.158 loss_giou_enc: 0.4918 loss_class_dn: 0.09145 loss_bbox_dn: 0.2047 loss_giou_dn: 0.461 loss_class_dn_0: 0.1354 loss_bbox_dn_0: 0.2786 loss_giou_dn_0: 0.5998 loss_class_dn_1: 0.1084 loss_bbox_dn_1: 0.2228 loss_giou_dn_1: 0.4984 loss_class_dn_2: 0.09865 loss_bbox_dn_2: 0.209 loss_giou_dn_2: 0.476 loss_class_dn_3: 0.09585 loss_bbox_dn_3: 0.2058 loss_giou_dn_3: 0.4637 loss_class_dn_4: 0.09275 loss_bbox_dn_4: 0.2048 loss_giou_dn_4: 0.461 time: 1.1155 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/19 23:43:35 d2.utils.events]: eta: 2 days, 13:48:00 iter: 21799 total_loss: 11.02 loss_class: 0.2895 loss_bbox: 0.1294 loss_giou: 0.416 loss_class_0: 0.3451 loss_bbox_0: 0.1358 loss_giou_0: 0.4304 loss_class_1: 0.3072 loss_bbox_1: 0.1351 loss_giou_1: 0.4289 loss_class_2: 0.2954 loss_bbox_2: 0.1332 loss_giou_2: 0.424 loss_class_3: 0.2914 loss_bbox_3: 0.1307 loss_giou_3: 0.4185 loss_class_4: 0.2885 loss_bbox_4: 0.1299 loss_giou_4: 0.4161 loss_class_enc: 0.3383 loss_bbox_enc: 0.1571 loss_giou_enc: 0.4698 loss_class_dn: 0.08477 loss_bbox_dn: 0.1952 loss_giou_dn: 0.4551 loss_class_dn_0: 0.1303 loss_bbox_dn_0: 0.2797 loss_giou_dn_0: 0.5944 loss_class_dn_1: 0.1042 loss_bbox_dn_1: 0.2225 loss_giou_dn_1: 0.4926 loss_class_dn_2: 0.09224 loss_bbox_dn_2: 0.2031 loss_giou_dn_2: 0.4669 loss_class_dn_3: 0.08965 loss_bbox_dn_3: 0.1967 loss_giou_dn_3: 0.4576 loss_class_dn_4: 0.08612 loss_bbox_dn_4: 0.1951 loss_giou_dn_4: 0.4553 time: 1.1154 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/19 23:44:31 d2.utils.events]: eta: 2 days, 13:48:33 iter: 21849 total_loss: 11.09 loss_class: 0.2877 loss_bbox: 0.1313 loss_giou: 0.4308 loss_class_0: 0.3444 loss_bbox_0: 0.1389 loss_giou_0: 0.4482 loss_class_1: 0.3084 loss_bbox_1: 0.1399 loss_giou_1: 0.4473 loss_class_2: 0.2934 loss_bbox_2: 0.1349 loss_giou_2: 0.4384 loss_class_3: 0.2924 loss_bbox_3: 0.133 loss_giou_3: 0.4331 loss_class_4: 0.2909 loss_bbox_4: 0.1318 loss_giou_4: 0.431 loss_class_enc: 0.3403 loss_bbox_enc: 0.1567 loss_giou_enc: 0.4858 loss_class_dn: 0.08935 loss_bbox_dn: 0.2023 loss_giou_dn: 0.466 loss_class_dn_0: 0.1348 loss_bbox_dn_0: 0.2777 loss_giou_dn_0: 0.6079 loss_class_dn_1: 0.1075 loss_bbox_dn_1: 0.2289 loss_giou_dn_1: 0.5036 loss_class_dn_2: 0.09645 loss_bbox_dn_2: 0.21 loss_giou_dn_2: 0.478 loss_class_dn_3: 0.09315 loss_bbox_dn_3: 0.2036 loss_giou_dn_3: 0.4688 loss_class_dn_4: 0.09067 loss_bbox_dn_4: 0.2024 loss_giou_dn_4: 0.4659 time: 1.1154 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/19 23:45:26 d2.utils.events]: eta: 2 days, 13:46:34 iter: 21899 total_loss: 11.17 loss_class: 0.293 loss_bbox: 0.1284 loss_giou: 0.424 loss_class_0: 0.3502 loss_bbox_0: 0.1339 loss_giou_0: 0.4391 loss_class_1: 0.3127 loss_bbox_1: 0.1354 loss_giou_1: 0.4381 loss_class_2: 0.2996 loss_bbox_2: 0.1327 loss_giou_2: 0.4303 loss_class_3: 0.2958 loss_bbox_3: 0.1291 loss_giou_3: 0.4251 loss_class_4: 0.2936 loss_bbox_4: 0.1278 loss_giou_4: 0.4248 loss_class_enc: 0.3407 loss_bbox_enc: 0.1549 loss_giou_enc: 0.4871 loss_class_dn: 0.08902 loss_bbox_dn: 0.2025 loss_giou_dn: 0.4656 loss_class_dn_0: 0.1325 loss_bbox_dn_0: 0.2782 loss_giou_dn_0: 0.5978 loss_class_dn_1: 0.1069 loss_bbox_dn_1: 0.2243 loss_giou_dn_1: 0.5037 loss_class_dn_2: 0.09615 loss_bbox_dn_2: 0.2081 loss_giou_dn_2: 0.4791 loss_class_dn_3: 0.09341 loss_bbox_dn_3: 0.2041 loss_giou_dn_3: 0.4687 loss_class_dn_4: 0.0898 loss_bbox_dn_4: 0.2025 loss_giou_dn_4: 0.4654 time: 1.1154 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/19 23:46:22 d2.utils.events]: eta: 2 days, 13:46:05 iter: 21949 total_loss: 11.14 loss_class: 0.2924 loss_bbox: 0.1302 loss_giou: 0.4262 loss_class_0: 0.3498 loss_bbox_0: 0.138 loss_giou_0: 0.4435 loss_class_1: 0.3133 loss_bbox_1: 0.1363 loss_giou_1: 0.4387 loss_class_2: 0.2967 loss_bbox_2: 0.1341 loss_giou_2: 0.4323 loss_class_3: 0.296 loss_bbox_3: 0.1317 loss_giou_3: 0.4281 loss_class_4: 0.2942 loss_bbox_4: 0.13 loss_giou_4: 0.4267 loss_class_enc: 0.3403 loss_bbox_enc: 0.1577 loss_giou_enc: 0.4861 loss_class_dn: 0.0886 loss_bbox_dn: 0.1973 loss_giou_dn: 0.4615 loss_class_dn_0: 0.1347 loss_bbox_dn_0: 0.2811 loss_giou_dn_0: 0.6021 loss_class_dn_1: 0.1071 loss_bbox_dn_1: 0.2231 loss_giou_dn_1: 0.5044 loss_class_dn_2: 0.09594 loss_bbox_dn_2: 0.2047 loss_giou_dn_2: 0.4757 loss_class_dn_3: 0.09294 loss_bbox_dn_3: 0.1983 loss_giou_dn_3: 0.4636 loss_class_dn_4: 0.09056 loss_bbox_dn_4: 0.1974 loss_giou_dn_4: 0.4616 time: 1.1154 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/19 23:47:18 d2.utils.events]: eta: 2 days, 13:51:52 iter: 21999 total_loss: 11.17 loss_class: 0.2915 loss_bbox: 0.1315 loss_giou: 0.4297 loss_class_0: 0.3482 loss_bbox_0: 0.142 loss_giou_0: 0.4426 loss_class_1: 0.3118 loss_bbox_1: 0.1388 loss_giou_1: 0.438 loss_class_2: 0.2989 loss_bbox_2: 0.1339 loss_giou_2: 0.4335 loss_class_3: 0.2965 loss_bbox_3: 0.1321 loss_giou_3: 0.4306 loss_class_4: 0.294 loss_bbox_4: 0.1313 loss_giou_4: 0.4295 loss_class_enc: 0.3413 loss_bbox_enc: 0.1627 loss_giou_enc: 0.4834 loss_class_dn: 0.08987 loss_bbox_dn: 0.2115 loss_giou_dn: 0.4684 loss_class_dn_0: 0.1324 loss_bbox_dn_0: 0.2909 loss_giou_dn_0: 0.6089 loss_class_dn_1: 0.1077 loss_bbox_dn_1: 0.2341 loss_giou_dn_1: 0.5052 loss_class_dn_2: 0.09674 loss_bbox_dn_2: 0.2193 loss_giou_dn_2: 0.48 loss_class_dn_3: 0.0931 loss_bbox_dn_3: 0.2132 loss_giou_dn_3: 0.471 loss_class_dn_4: 0.09123 loss_bbox_dn_4: 0.2116 loss_giou_dn_4: 0.4684 time: 1.1154 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/19 23:48:14 d2.utils.events]: eta: 2 days, 13:53:19 iter: 22049 total_loss: 11.08 loss_class: 0.2887 loss_bbox: 0.1329 loss_giou: 0.4196 loss_class_0: 0.3516 loss_bbox_0: 0.1401 loss_giou_0: 0.4365 loss_class_1: 0.3096 loss_bbox_1: 0.1385 loss_giou_1: 0.4318 loss_class_2: 0.2968 loss_bbox_2: 0.135 loss_giou_2: 0.4247 loss_class_3: 0.2929 loss_bbox_3: 0.1335 loss_giou_3: 0.4184 loss_class_4: 0.2887 loss_bbox_4: 0.1333 loss_giou_4: 0.4184 loss_class_enc: 0.3382 loss_bbox_enc: 0.1641 loss_giou_enc: 0.4775 loss_class_dn: 0.08467 loss_bbox_dn: 0.203 loss_giou_dn: 0.4523 loss_class_dn_0: 0.1304 loss_bbox_dn_0: 0.2862 loss_giou_dn_0: 0.5935 loss_class_dn_1: 0.1029 loss_bbox_dn_1: 0.2249 loss_giou_dn_1: 0.496 loss_class_dn_2: 0.09357 loss_bbox_dn_2: 0.2081 loss_giou_dn_2: 0.4666 loss_class_dn_3: 0.09015 loss_bbox_dn_3: 0.2043 loss_giou_dn_3: 0.4554 loss_class_dn_4: 0.08645 loss_bbox_dn_4: 0.2031 loss_giou_dn_4: 0.4521 time: 1.1154 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/19 23:49:10 d2.utils.events]: eta: 2 days, 13:48:00 iter: 22099 total_loss: 10.79 loss_class: 0.2798 loss_bbox: 0.1291 loss_giou: 0.405 loss_class_0: 0.3384 loss_bbox_0: 0.1383 loss_giou_0: 0.4253 loss_class_1: 0.3004 loss_bbox_1: 0.1371 loss_giou_1: 0.4203 loss_class_2: 0.287 loss_bbox_2: 0.1301 loss_giou_2: 0.4099 loss_class_3: 0.2843 loss_bbox_3: 0.1288 loss_giou_3: 0.4046 loss_class_4: 0.2802 loss_bbox_4: 0.1288 loss_giou_4: 0.4054 loss_class_enc: 0.3315 loss_bbox_enc: 0.1601 loss_giou_enc: 0.4646 loss_class_dn: 0.0864 loss_bbox_dn: 0.202 loss_giou_dn: 0.4461 loss_class_dn_0: 0.1321 loss_bbox_dn_0: 0.275 loss_giou_dn_0: 0.5836 loss_class_dn_1: 0.1064 loss_bbox_dn_1: 0.2249 loss_giou_dn_1: 0.4863 loss_class_dn_2: 0.09381 loss_bbox_dn_2: 0.208 loss_giou_dn_2: 0.4607 loss_class_dn_3: 0.09077 loss_bbox_dn_3: 0.203 loss_giou_dn_3: 0.4489 loss_class_dn_4: 0.08793 loss_bbox_dn_4: 0.202 loss_giou_dn_4: 0.446 time: 1.1153 data_time: 0.0911 lr: 0.0001 max_mem: 43217M [05/19 23:50:05 d2.utils.events]: eta: 2 days, 13:47:06 iter: 22149 total_loss: 11.06 loss_class: 0.2925 loss_bbox: 0.1309 loss_giou: 0.4309 loss_class_0: 0.3527 loss_bbox_0: 0.1389 loss_giou_0: 0.4485 loss_class_1: 0.3117 loss_bbox_1: 0.1379 loss_giou_1: 0.4495 loss_class_2: 0.2979 loss_bbox_2: 0.1348 loss_giou_2: 0.4414 loss_class_3: 0.2951 loss_bbox_3: 0.1331 loss_giou_3: 0.4366 loss_class_4: 0.293 loss_bbox_4: 0.1312 loss_giou_4: 0.4296 loss_class_enc: 0.348 loss_bbox_enc: 0.1601 loss_giou_enc: 0.4888 loss_class_dn: 0.08493 loss_bbox_dn: 0.1998 loss_giou_dn: 0.4645 loss_class_dn_0: 0.1311 loss_bbox_dn_0: 0.275 loss_giou_dn_0: 0.6081 loss_class_dn_1: 0.1034 loss_bbox_dn_1: 0.22 loss_giou_dn_1: 0.5011 loss_class_dn_2: 0.09245 loss_bbox_dn_2: 0.2044 loss_giou_dn_2: 0.4753 loss_class_dn_3: 0.08934 loss_bbox_dn_3: 0.2007 loss_giou_dn_3: 0.467 loss_class_dn_4: 0.08657 loss_bbox_dn_4: 0.2 loss_giou_dn_4: 0.4644 time: 1.1153 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/19 23:51:01 d2.utils.events]: eta: 2 days, 13:47:43 iter: 22199 total_loss: 11.16 loss_class: 0.2938 loss_bbox: 0.1309 loss_giou: 0.4249 loss_class_0: 0.3531 loss_bbox_0: 0.138 loss_giou_0: 0.4448 loss_class_1: 0.3156 loss_bbox_1: 0.1379 loss_giou_1: 0.4389 loss_class_2: 0.2998 loss_bbox_2: 0.1338 loss_giou_2: 0.4305 loss_class_3: 0.2961 loss_bbox_3: 0.1331 loss_giou_3: 0.4262 loss_class_4: 0.2952 loss_bbox_4: 0.1314 loss_giou_4: 0.426 loss_class_enc: 0.3427 loss_bbox_enc: 0.1612 loss_giou_enc: 0.4891 loss_class_dn: 0.08599 loss_bbox_dn: 0.2027 loss_giou_dn: 0.4587 loss_class_dn_0: 0.1331 loss_bbox_dn_0: 0.2811 loss_giou_dn_0: 0.6008 loss_class_dn_1: 0.1074 loss_bbox_dn_1: 0.2235 loss_giou_dn_1: 0.4974 loss_class_dn_2: 0.09442 loss_bbox_dn_2: 0.2083 loss_giou_dn_2: 0.4719 loss_class_dn_3: 0.09076 loss_bbox_dn_3: 0.2044 loss_giou_dn_3: 0.4611 loss_class_dn_4: 0.0877 loss_bbox_dn_4: 0.2029 loss_giou_dn_4: 0.4587 time: 1.1153 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/19 23:51:56 d2.utils.events]: eta: 2 days, 13:48:36 iter: 22249 total_loss: 11.18 loss_class: 0.2972 loss_bbox: 0.1307 loss_giou: 0.4301 loss_class_0: 0.3504 loss_bbox_0: 0.1399 loss_giou_0: 0.4538 loss_class_1: 0.3159 loss_bbox_1: 0.1367 loss_giou_1: 0.4432 loss_class_2: 0.303 loss_bbox_2: 0.1331 loss_giou_2: 0.4369 loss_class_3: 0.2989 loss_bbox_3: 0.1329 loss_giou_3: 0.4344 loss_class_4: 0.2978 loss_bbox_4: 0.1315 loss_giou_4: 0.4311 loss_class_enc: 0.3435 loss_bbox_enc: 0.1592 loss_giou_enc: 0.5006 loss_class_dn: 0.09245 loss_bbox_dn: 0.1995 loss_giou_dn: 0.4701 loss_class_dn_0: 0.1359 loss_bbox_dn_0: 0.2761 loss_giou_dn_0: 0.6112 loss_class_dn_1: 0.1104 loss_bbox_dn_1: 0.2184 loss_giou_dn_1: 0.5096 loss_class_dn_2: 0.09966 loss_bbox_dn_2: 0.2057 loss_giou_dn_2: 0.4838 loss_class_dn_3: 0.09662 loss_bbox_dn_3: 0.2008 loss_giou_dn_3: 0.4732 loss_class_dn_4: 0.09367 loss_bbox_dn_4: 0.1997 loss_giou_dn_4: 0.4701 time: 1.1153 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/19 23:52:53 d2.utils.events]: eta: 2 days, 13:49:04 iter: 22299 total_loss: 11.09 loss_class: 0.2936 loss_bbox: 0.1303 loss_giou: 0.4337 loss_class_0: 0.3488 loss_bbox_0: 0.1374 loss_giou_0: 0.45 loss_class_1: 0.3095 loss_bbox_1: 0.1367 loss_giou_1: 0.446 loss_class_2: 0.2963 loss_bbox_2: 0.1338 loss_giou_2: 0.4417 loss_class_3: 0.2919 loss_bbox_3: 0.1297 loss_giou_3: 0.4363 loss_class_4: 0.2939 loss_bbox_4: 0.1297 loss_giou_4: 0.4346 loss_class_enc: 0.342 loss_bbox_enc: 0.1608 loss_giou_enc: 0.4919 loss_class_dn: 0.08842 loss_bbox_dn: 0.1947 loss_giou_dn: 0.4728 loss_class_dn_0: 0.1329 loss_bbox_dn_0: 0.267 loss_giou_dn_0: 0.6062 loss_class_dn_1: 0.1051 loss_bbox_dn_1: 0.2155 loss_giou_dn_1: 0.5076 loss_class_dn_2: 0.09421 loss_bbox_dn_2: 0.2003 loss_giou_dn_2: 0.4846 loss_class_dn_3: 0.09083 loss_bbox_dn_3: 0.1958 loss_giou_dn_3: 0.4753 loss_class_dn_4: 0.08963 loss_bbox_dn_4: 0.1947 loss_giou_dn_4: 0.4728 time: 1.1153 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/19 23:53:49 d2.utils.events]: eta: 2 days, 13:51:16 iter: 22349 total_loss: 10.85 loss_class: 0.2855 loss_bbox: 0.1263 loss_giou: 0.4142 loss_class_0: 0.3371 loss_bbox_0: 0.1378 loss_giou_0: 0.4312 loss_class_1: 0.3003 loss_bbox_1: 0.1344 loss_giou_1: 0.4318 loss_class_2: 0.2898 loss_bbox_2: 0.1304 loss_giou_2: 0.4215 loss_class_3: 0.2884 loss_bbox_3: 0.1275 loss_giou_3: 0.4154 loss_class_4: 0.2862 loss_bbox_4: 0.1266 loss_giou_4: 0.4144 loss_class_enc: 0.3306 loss_bbox_enc: 0.1591 loss_giou_enc: 0.4756 loss_class_dn: 0.08461 loss_bbox_dn: 0.2061 loss_giou_dn: 0.4463 loss_class_dn_0: 0.1297 loss_bbox_dn_0: 0.2855 loss_giou_dn_0: 0.5845 loss_class_dn_1: 0.1039 loss_bbox_dn_1: 0.2275 loss_giou_dn_1: 0.4865 loss_class_dn_2: 0.09266 loss_bbox_dn_2: 0.2112 loss_giou_dn_2: 0.4601 loss_class_dn_3: 0.08922 loss_bbox_dn_3: 0.2072 loss_giou_dn_3: 0.449 loss_class_dn_4: 0.08609 loss_bbox_dn_4: 0.2061 loss_giou_dn_4: 0.4462 time: 1.1153 data_time: 0.1048 lr: 0.0001 max_mem: 43217M [05/19 23:54:45 d2.utils.events]: eta: 2 days, 13:49:28 iter: 22399 total_loss: 11.29 loss_class: 0.3003 loss_bbox: 0.1299 loss_giou: 0.4235 loss_class_0: 0.3551 loss_bbox_0: 0.1415 loss_giou_0: 0.4415 loss_class_1: 0.3184 loss_bbox_1: 0.14 loss_giou_1: 0.4374 loss_class_2: 0.3078 loss_bbox_2: 0.1327 loss_giou_2: 0.4293 loss_class_3: 0.3048 loss_bbox_3: 0.1296 loss_giou_3: 0.4242 loss_class_4: 0.3027 loss_bbox_4: 0.1295 loss_giou_4: 0.4204 loss_class_enc: 0.3493 loss_bbox_enc: 0.164 loss_giou_enc: 0.4866 loss_class_dn: 0.09311 loss_bbox_dn: 0.214 loss_giou_dn: 0.4722 loss_class_dn_0: 0.1378 loss_bbox_dn_0: 0.2958 loss_giou_dn_0: 0.6158 loss_class_dn_1: 0.1117 loss_bbox_dn_1: 0.2364 loss_giou_dn_1: 0.5143 loss_class_dn_2: 0.09971 loss_bbox_dn_2: 0.2202 loss_giou_dn_2: 0.4863 loss_class_dn_3: 0.09742 loss_bbox_dn_3: 0.2149 loss_giou_dn_3: 0.4754 loss_class_dn_4: 0.09431 loss_bbox_dn_4: 0.214 loss_giou_dn_4: 0.472 time: 1.1153 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/19 23:55:40 d2.utils.events]: eta: 2 days, 13:46:05 iter: 22449 total_loss: 11.1 loss_class: 0.2932 loss_bbox: 0.1284 loss_giou: 0.4236 loss_class_0: 0.35 loss_bbox_0: 0.1399 loss_giou_0: 0.4433 loss_class_1: 0.3104 loss_bbox_1: 0.136 loss_giou_1: 0.4379 loss_class_2: 0.2987 loss_bbox_2: 0.1327 loss_giou_2: 0.4318 loss_class_3: 0.296 loss_bbox_3: 0.13 loss_giou_3: 0.4275 loss_class_4: 0.2952 loss_bbox_4: 0.1285 loss_giou_4: 0.4229 loss_class_enc: 0.3417 loss_bbox_enc: 0.1587 loss_giou_enc: 0.4869 loss_class_dn: 0.08537 loss_bbox_dn: 0.2029 loss_giou_dn: 0.4594 loss_class_dn_0: 0.1305 loss_bbox_dn_0: 0.2812 loss_giou_dn_0: 0.5987 loss_class_dn_1: 0.1047 loss_bbox_dn_1: 0.2257 loss_giou_dn_1: 0.4987 loss_class_dn_2: 0.09326 loss_bbox_dn_2: 0.2082 loss_giou_dn_2: 0.4723 loss_class_dn_3: 0.09072 loss_bbox_dn_3: 0.2041 loss_giou_dn_3: 0.4623 loss_class_dn_4: 0.08714 loss_bbox_dn_4: 0.2029 loss_giou_dn_4: 0.4593 time: 1.1153 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/19 23:56:36 d2.utils.events]: eta: 2 days, 13:41:09 iter: 22499 total_loss: 10.86 loss_class: 0.2928 loss_bbox: 0.1275 loss_giou: 0.4181 loss_class_0: 0.3447 loss_bbox_0: 0.136 loss_giou_0: 0.4385 loss_class_1: 0.3114 loss_bbox_1: 0.133 loss_giou_1: 0.43 loss_class_2: 0.2994 loss_bbox_2: 0.1302 loss_giou_2: 0.4253 loss_class_3: 0.2976 loss_bbox_3: 0.1284 loss_giou_3: 0.4211 loss_class_4: 0.2938 loss_bbox_4: 0.1273 loss_giou_4: 0.4177 loss_class_enc: 0.3427 loss_bbox_enc: 0.1543 loss_giou_enc: 0.4726 loss_class_dn: 0.08493 loss_bbox_dn: 0.1976 loss_giou_dn: 0.4508 loss_class_dn_0: 0.1308 loss_bbox_dn_0: 0.2748 loss_giou_dn_0: 0.5936 loss_class_dn_1: 0.1033 loss_bbox_dn_1: 0.2191 loss_giou_dn_1: 0.4893 loss_class_dn_2: 0.09267 loss_bbox_dn_2: 0.2042 loss_giou_dn_2: 0.4644 loss_class_dn_3: 0.09002 loss_bbox_dn_3: 0.1991 loss_giou_dn_3: 0.454 loss_class_dn_4: 0.08702 loss_bbox_dn_4: 0.1976 loss_giou_dn_4: 0.4507 time: 1.1153 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/19 23:57:32 d2.utils.events]: eta: 2 days, 13:44:30 iter: 22549 total_loss: 10.95 loss_class: 0.2876 loss_bbox: 0.1293 loss_giou: 0.423 loss_class_0: 0.3416 loss_bbox_0: 0.1388 loss_giou_0: 0.4387 loss_class_1: 0.308 loss_bbox_1: 0.1363 loss_giou_1: 0.4348 loss_class_2: 0.2944 loss_bbox_2: 0.1333 loss_giou_2: 0.4276 loss_class_3: 0.2878 loss_bbox_3: 0.1301 loss_giou_3: 0.4249 loss_class_4: 0.2879 loss_bbox_4: 0.1296 loss_giou_4: 0.4227 loss_class_enc: 0.3349 loss_bbox_enc: 0.1623 loss_giou_enc: 0.4806 loss_class_dn: 0.08353 loss_bbox_dn: 0.2032 loss_giou_dn: 0.4479 loss_class_dn_0: 0.1294 loss_bbox_dn_0: 0.2805 loss_giou_dn_0: 0.5899 loss_class_dn_1: 0.1023 loss_bbox_dn_1: 0.2251 loss_giou_dn_1: 0.4868 loss_class_dn_2: 0.09096 loss_bbox_dn_2: 0.2072 loss_giou_dn_2: 0.4596 loss_class_dn_3: 0.08865 loss_bbox_dn_3: 0.2041 loss_giou_dn_3: 0.4502 loss_class_dn_4: 0.08561 loss_bbox_dn_4: 0.2033 loss_giou_dn_4: 0.4478 time: 1.1153 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/19 23:58:28 d2.utils.events]: eta: 2 days, 13:47:20 iter: 22599 total_loss: 11.15 loss_class: 0.2952 loss_bbox: 0.1312 loss_giou: 0.4254 loss_class_0: 0.3521 loss_bbox_0: 0.1398 loss_giou_0: 0.4419 loss_class_1: 0.3167 loss_bbox_1: 0.1385 loss_giou_1: 0.4363 loss_class_2: 0.3007 loss_bbox_2: 0.1349 loss_giou_2: 0.4307 loss_class_3: 0.2981 loss_bbox_3: 0.1331 loss_giou_3: 0.4267 loss_class_4: 0.2957 loss_bbox_4: 0.1306 loss_giou_4: 0.4255 loss_class_enc: 0.3456 loss_bbox_enc: 0.1592 loss_giou_enc: 0.4821 loss_class_dn: 0.08802 loss_bbox_dn: 0.2054 loss_giou_dn: 0.4622 loss_class_dn_0: 0.1341 loss_bbox_dn_0: 0.2753 loss_giou_dn_0: 0.6002 loss_class_dn_1: 0.1062 loss_bbox_dn_1: 0.2263 loss_giou_dn_1: 0.4994 loss_class_dn_2: 0.09555 loss_bbox_dn_2: 0.211 loss_giou_dn_2: 0.4738 loss_class_dn_3: 0.09254 loss_bbox_dn_3: 0.2067 loss_giou_dn_3: 0.4654 loss_class_dn_4: 0.08915 loss_bbox_dn_4: 0.2055 loss_giou_dn_4: 0.4619 time: 1.1153 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/19 23:59:23 d2.utils.events]: eta: 2 days, 13:46:45 iter: 22649 total_loss: 11.07 loss_class: 0.2936 loss_bbox: 0.1333 loss_giou: 0.4289 loss_class_0: 0.3469 loss_bbox_0: 0.1414 loss_giou_0: 0.4451 loss_class_1: 0.3144 loss_bbox_1: 0.1383 loss_giou_1: 0.4413 loss_class_2: 0.2986 loss_bbox_2: 0.135 loss_giou_2: 0.434 loss_class_3: 0.2969 loss_bbox_3: 0.1337 loss_giou_3: 0.4311 loss_class_4: 0.2936 loss_bbox_4: 0.1332 loss_giou_4: 0.4305 loss_class_enc: 0.3432 loss_bbox_enc: 0.1598 loss_giou_enc: 0.4814 loss_class_dn: 0.09004 loss_bbox_dn: 0.1936 loss_giou_dn: 0.4651 loss_class_dn_0: 0.1373 loss_bbox_dn_0: 0.2689 loss_giou_dn_0: 0.6059 loss_class_dn_1: 0.1093 loss_bbox_dn_1: 0.2159 loss_giou_dn_1: 0.5056 loss_class_dn_2: 0.09711 loss_bbox_dn_2: 0.2004 loss_giou_dn_2: 0.4777 loss_class_dn_3: 0.09449 loss_bbox_dn_3: 0.1952 loss_giou_dn_3: 0.468 loss_class_dn_4: 0.09119 loss_bbox_dn_4: 0.1937 loss_giou_dn_4: 0.4652 time: 1.1152 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 00:00:19 d2.utils.events]: eta: 2 days, 13:46:49 iter: 22699 total_loss: 11.14 loss_class: 0.2898 loss_bbox: 0.1355 loss_giou: 0.4291 loss_class_0: 0.3472 loss_bbox_0: 0.1429 loss_giou_0: 0.4466 loss_class_1: 0.3098 loss_bbox_1: 0.1386 loss_giou_1: 0.4441 loss_class_2: 0.2955 loss_bbox_2: 0.1374 loss_giou_2: 0.4351 loss_class_3: 0.2931 loss_bbox_3: 0.1344 loss_giou_3: 0.4308 loss_class_4: 0.2913 loss_bbox_4: 0.1348 loss_giou_4: 0.4297 loss_class_enc: 0.342 loss_bbox_enc: 0.1656 loss_giou_enc: 0.483 loss_class_dn: 0.08786 loss_bbox_dn: 0.2069 loss_giou_dn: 0.4707 loss_class_dn_0: 0.1338 loss_bbox_dn_0: 0.2894 loss_giou_dn_0: 0.6076 loss_class_dn_1: 0.1055 loss_bbox_dn_1: 0.2292 loss_giou_dn_1: 0.5101 loss_class_dn_2: 0.09548 loss_bbox_dn_2: 0.2124 loss_giou_dn_2: 0.4844 loss_class_dn_3: 0.09275 loss_bbox_dn_3: 0.208 loss_giou_dn_3: 0.4734 loss_class_dn_4: 0.09015 loss_bbox_dn_4: 0.2069 loss_giou_dn_4: 0.4707 time: 1.1152 data_time: 0.0938 lr: 0.0001 max_mem: 43217M [05/20 00:01:16 d2.utils.events]: eta: 2 days, 13:47:20 iter: 22749 total_loss: 10.88 loss_class: 0.2869 loss_bbox: 0.128 loss_giou: 0.4142 loss_class_0: 0.3422 loss_bbox_0: 0.1367 loss_giou_0: 0.428 loss_class_1: 0.3062 loss_bbox_1: 0.136 loss_giou_1: 0.4205 loss_class_2: 0.2941 loss_bbox_2: 0.1308 loss_giou_2: 0.4179 loss_class_3: 0.2921 loss_bbox_3: 0.1289 loss_giou_3: 0.4157 loss_class_4: 0.2887 loss_bbox_4: 0.1285 loss_giou_4: 0.4139 loss_class_enc: 0.3345 loss_bbox_enc: 0.1592 loss_giou_enc: 0.4704 loss_class_dn: 0.08239 loss_bbox_dn: 0.2021 loss_giou_dn: 0.4542 loss_class_dn_0: 0.1274 loss_bbox_dn_0: 0.2723 loss_giou_dn_0: 0.5942 loss_class_dn_1: 0.101 loss_bbox_dn_1: 0.2205 loss_giou_dn_1: 0.4936 loss_class_dn_2: 0.09054 loss_bbox_dn_2: 0.2052 loss_giou_dn_2: 0.4675 loss_class_dn_3: 0.08743 loss_bbox_dn_3: 0.2021 loss_giou_dn_3: 0.4572 loss_class_dn_4: 0.08477 loss_bbox_dn_4: 0.2022 loss_giou_dn_4: 0.454 time: 1.1153 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 00:02:11 d2.utils.events]: eta: 2 days, 13:44:45 iter: 22799 total_loss: 11.16 loss_class: 0.2911 loss_bbox: 0.1335 loss_giou: 0.431 loss_class_0: 0.3479 loss_bbox_0: 0.1403 loss_giou_0: 0.4476 loss_class_1: 0.3079 loss_bbox_1: 0.1411 loss_giou_1: 0.4439 loss_class_2: 0.2962 loss_bbox_2: 0.1367 loss_giou_2: 0.4373 loss_class_3: 0.295 loss_bbox_3: 0.1347 loss_giou_3: 0.4328 loss_class_4: 0.2926 loss_bbox_4: 0.1335 loss_giou_4: 0.4315 loss_class_enc: 0.3391 loss_bbox_enc: 0.1605 loss_giou_enc: 0.4881 loss_class_dn: 0.08799 loss_bbox_dn: 0.2048 loss_giou_dn: 0.4674 loss_class_dn_0: 0.1319 loss_bbox_dn_0: 0.2817 loss_giou_dn_0: 0.6073 loss_class_dn_1: 0.1042 loss_bbox_dn_1: 0.2294 loss_giou_dn_1: 0.509 loss_class_dn_2: 0.09422 loss_bbox_dn_2: 0.2118 loss_giou_dn_2: 0.4807 loss_class_dn_3: 0.09075 loss_bbox_dn_3: 0.2064 loss_giou_dn_3: 0.4703 loss_class_dn_4: 0.08842 loss_bbox_dn_4: 0.205 loss_giou_dn_4: 0.4672 time: 1.1152 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 00:03:06 d2.utils.events]: eta: 2 days, 13:44:04 iter: 22849 total_loss: 11.04 loss_class: 0.2866 loss_bbox: 0.1335 loss_giou: 0.4321 loss_class_0: 0.3423 loss_bbox_0: 0.1418 loss_giou_0: 0.4436 loss_class_1: 0.3064 loss_bbox_1: 0.1381 loss_giou_1: 0.4408 loss_class_2: 0.2918 loss_bbox_2: 0.1362 loss_giou_2: 0.4389 loss_class_3: 0.2894 loss_bbox_3: 0.134 loss_giou_3: 0.4314 loss_class_4: 0.2873 loss_bbox_4: 0.1343 loss_giou_4: 0.4324 loss_class_enc: 0.3347 loss_bbox_enc: 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loss_giou_enc: 0.4758 loss_class_dn: 0.08071 loss_bbox_dn: 0.2046 loss_giou_dn: 0.456 loss_class_dn_0: 0.1255 loss_bbox_dn_0: 0.2817 loss_giou_dn_0: 0.5975 loss_class_dn_1: 0.09903 loss_bbox_dn_1: 0.2291 loss_giou_dn_1: 0.4944 loss_class_dn_2: 0.08869 loss_bbox_dn_2: 0.2095 loss_giou_dn_2: 0.4674 loss_class_dn_3: 0.08498 loss_bbox_dn_3: 0.2058 loss_giou_dn_3: 0.4584 loss_class_dn_4: 0.08152 loss_bbox_dn_4: 0.2046 loss_giou_dn_4: 0.4559 time: 1.1152 data_time: 0.0890 lr: 0.0001 max_mem: 43217M [05/20 00:04:59 d2.utils.events]: eta: 2 days, 13:46:30 iter: 22949 total_loss: 10.72 loss_class: 0.2852 loss_bbox: 0.1259 loss_giou: 0.4063 loss_class_0: 0.3413 loss_bbox_0: 0.1347 loss_giou_0: 0.4234 loss_class_1: 0.306 loss_bbox_1: 0.1327 loss_giou_1: 0.419 loss_class_2: 0.2928 loss_bbox_2: 0.1293 loss_giou_2: 0.4099 loss_class_3: 0.29 loss_bbox_3: 0.1276 loss_giou_3: 0.4074 loss_class_4: 0.2869 loss_bbox_4: 0.1259 loss_giou_4: 0.4055 loss_class_enc: 0.3333 loss_bbox_enc: 0.155 loss_giou_enc: 0.4638 loss_class_dn: 0.08634 loss_bbox_dn: 0.1945 loss_giou_dn: 0.4401 loss_class_dn_0: 0.1305 loss_bbox_dn_0: 0.2747 loss_giou_dn_0: 0.5809 loss_class_dn_1: 0.1044 loss_bbox_dn_1: 0.2188 loss_giou_dn_1: 0.4779 loss_class_dn_2: 0.09372 loss_bbox_dn_2: 0.2003 loss_giou_dn_2: 0.4507 loss_class_dn_3: 0.09074 loss_bbox_dn_3: 0.1958 loss_giou_dn_3: 0.4425 loss_class_dn_4: 0.08761 loss_bbox_dn_4: 0.1945 loss_giou_dn_4: 0.44 time: 1.1152 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/20 00:05:54 d2.utils.events]: eta: 2 days, 13:41:28 iter: 22999 total_loss: 11.04 loss_class: 0.2932 loss_bbox: 0.1273 loss_giou: 0.4343 loss_class_0: 0.3519 loss_bbox_0: 0.1337 loss_giou_0: 0.4471 loss_class_1: 0.313 loss_bbox_1: 0.1321 loss_giou_1: 0.4452 loss_class_2: 0.2991 loss_bbox_2: 0.1302 loss_giou_2: 0.4391 loss_class_3: 0.2959 loss_bbox_3: 0.1276 loss_giou_3: 0.4364 loss_class_4: 0.2941 loss_bbox_4: 0.1272 loss_giou_4: 0.4356 loss_class_enc: 0.3431 loss_bbox_enc: 0.1528 loss_giou_enc: 0.4897 loss_class_dn: 0.08797 loss_bbox_dn: 0.1891 loss_giou_dn: 0.463 loss_class_dn_0: 0.133 loss_bbox_dn_0: 0.2667 loss_giou_dn_0: 0.5928 loss_class_dn_1: 0.1055 loss_bbox_dn_1: 0.2107 loss_giou_dn_1: 0.4994 loss_class_dn_2: 0.09539 loss_bbox_dn_2: 0.1952 loss_giou_dn_2: 0.4744 loss_class_dn_3: 0.09082 loss_bbox_dn_3: 0.1903 loss_giou_dn_3: 0.4655 loss_class_dn_4: 0.08949 loss_bbox_dn_4: 0.1892 loss_giou_dn_4: 0.4627 time: 1.1152 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 00:06:50 d2.utils.events]: eta: 2 days, 13:40:11 iter: 23049 total_loss: 10.91 loss_class: 0.2875 loss_bbox: 0.1299 loss_giou: 0.4246 loss_class_0: 0.3448 loss_bbox_0: 0.1396 loss_giou_0: 0.4389 loss_class_1: 0.3068 loss_bbox_1: 0.1357 loss_giou_1: 0.4328 loss_class_2: 0.2934 loss_bbox_2: 0.1336 loss_giou_2: 0.4299 loss_class_3: 0.2903 loss_bbox_3: 0.1305 loss_giou_3: 0.4252 loss_class_4: 0.288 loss_bbox_4: 0.13 loss_giou_4: 0.4242 loss_class_enc: 0.3384 loss_bbox_enc: 0.1595 loss_giou_enc: 0.48 loss_class_dn: 0.08735 loss_bbox_dn: 0.1977 loss_giou_dn: 0.457 loss_class_dn_0: 0.1336 loss_bbox_dn_0: 0.2767 loss_giou_dn_0: 0.5901 loss_class_dn_1: 0.1066 loss_bbox_dn_1: 0.2168 loss_giou_dn_1: 0.4921 loss_class_dn_2: 0.09556 loss_bbox_dn_2: 0.2025 loss_giou_dn_2: 0.4687 loss_class_dn_3: 0.09154 loss_bbox_dn_3: 0.1989 loss_giou_dn_3: 0.4591 loss_class_dn_4: 0.08829 loss_bbox_dn_4: 0.1978 loss_giou_dn_4: 0.4571 time: 1.1152 data_time: 0.0900 lr: 0.0001 max_mem: 43217M [05/20 00:07:46 d2.utils.events]: eta: 2 days, 13:42:09 iter: 23099 total_loss: 10.99 loss_class: 0.2969 loss_bbox: 0.1318 loss_giou: 0.4283 loss_class_0: 0.3483 loss_bbox_0: 0.1381 loss_giou_0: 0.4419 loss_class_1: 0.3155 loss_bbox_1: 0.1375 loss_giou_1: 0.4399 loss_class_2: 0.3013 loss_bbox_2: 0.1338 loss_giou_2: 0.435 loss_class_3: 0.2985 loss_bbox_3: 0.1327 loss_giou_3: 0.4305 loss_class_4: 0.298 loss_bbox_4: 0.1318 loss_giou_4: 0.4287 loss_class_enc: 0.3396 loss_bbox_enc: 0.156 loss_giou_enc: 0.4836 loss_class_dn: 0.086 loss_bbox_dn: 0.194 loss_giou_dn: 0.463 loss_class_dn_0: 0.1328 loss_bbox_dn_0: 0.267 loss_giou_dn_0: 0.5986 loss_class_dn_1: 0.1056 loss_bbox_dn_1: 0.2165 loss_giou_dn_1: 0.5009 loss_class_dn_2: 0.09382 loss_bbox_dn_2: 0.2004 loss_giou_dn_2: 0.4745 loss_class_dn_3: 0.08977 loss_bbox_dn_3: 0.1957 loss_giou_dn_3: 0.4657 loss_class_dn_4: 0.08766 loss_bbox_dn_4: 0.1941 loss_giou_dn_4: 0.4628 time: 1.1152 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 00:08:42 d2.utils.events]: eta: 2 days, 13:47:00 iter: 23149 total_loss: 11.01 loss_class: 0.2896 loss_bbox: 0.1323 loss_giou: 0.4228 loss_class_0: 0.3466 loss_bbox_0: 0.1388 loss_giou_0: 0.4382 loss_class_1: 0.3106 loss_bbox_1: 0.1374 loss_giou_1: 0.4352 loss_class_2: 0.2954 loss_bbox_2: 0.1338 loss_giou_2: 0.4275 loss_class_3: 0.2935 loss_bbox_3: 0.1324 loss_giou_3: 0.4243 loss_class_4: 0.2916 loss_bbox_4: 0.1321 loss_giou_4: 0.424 loss_class_enc: 0.3404 loss_bbox_enc: 0.1576 loss_giou_enc: 0.4798 loss_class_dn: 0.08759 loss_bbox_dn: 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loss_class_dn_4: 0.08718 loss_bbox_dn_4: 0.1959 loss_giou_dn_4: 0.4586 time: 1.1152 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 00:33:56 d2.utils.events]: eta: 2 days, 13:26:30 iter: 24499 total_loss: 10.92 loss_class: 0.2859 loss_bbox: 0.1275 loss_giou: 0.4243 loss_class_0: 0.3385 loss_bbox_0: 0.1352 loss_giou_0: 0.4369 loss_class_1: 0.3031 loss_bbox_1: 0.1314 loss_giou_1: 0.4336 loss_class_2: 0.2911 loss_bbox_2: 0.1288 loss_giou_2: 0.4293 loss_class_3: 0.2885 loss_bbox_3: 0.1282 loss_giou_3: 0.4267 loss_class_4: 0.2867 loss_bbox_4: 0.1273 loss_giou_4: 0.4254 loss_class_enc: 0.3327 loss_bbox_enc: 0.1526 loss_giou_enc: 0.476 loss_class_dn: 0.08224 loss_bbox_dn: 0.1881 loss_giou_dn: 0.4485 loss_class_dn_0: 0.1273 loss_bbox_dn_0: 0.2622 loss_giou_dn_0: 0.587 loss_class_dn_1: 0.1008 loss_bbox_dn_1: 0.2102 loss_giou_dn_1: 0.4885 loss_class_dn_2: 0.09052 loss_bbox_dn_2: 0.1939 loss_giou_dn_2: 0.4624 loss_class_dn_3: 0.08713 loss_bbox_dn_3: 0.1894 loss_giou_dn_3: 0.4515 loss_class_dn_4: 0.08448 loss_bbox_dn_4: 0.1881 loss_giou_dn_4: 0.4485 time: 1.1152 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 00:34:52 d2.utils.events]: eta: 2 days, 13:27:41 iter: 24549 total_loss: 11.04 loss_class: 0.2887 loss_bbox: 0.1301 loss_giou: 0.4204 loss_class_0: 0.3463 loss_bbox_0: 0.1389 loss_giou_0: 0.4359 loss_class_1: 0.3088 loss_bbox_1: 0.137 loss_giou_1: 0.4312 loss_class_2: 0.2948 loss_bbox_2: 0.1333 loss_giou_2: 0.425 loss_class_3: 0.2927 loss_bbox_3: 0.1316 loss_giou_3: 0.4217 loss_class_4: 0.2909 loss_bbox_4: 0.1292 loss_giou_4: 0.4213 loss_class_enc: 0.3349 loss_bbox_enc: 0.1562 loss_giou_enc: 0.4812 loss_class_dn: 0.08633 loss_bbox_dn: 0.193 loss_giou_dn: 0.4537 loss_class_dn_0: 0.1325 loss_bbox_dn_0: 0.27 loss_giou_dn_0: 0.5997 loss_class_dn_1: 0.1071 loss_bbox_dn_1: 0.2157 loss_giou_dn_1: 0.4953 loss_class_dn_2: 0.09491 loss_bbox_dn_2: 0.199 loss_giou_dn_2: 0.4665 loss_class_dn_3: 0.09193 loss_bbox_dn_3: 0.194 loss_giou_dn_3: 0.4563 loss_class_dn_4: 0.08828 loss_bbox_dn_4: 0.193 loss_giou_dn_4: 0.4537 time: 1.1152 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 00:35:49 d2.utils.events]: eta: 2 days, 13:28:18 iter: 24599 total_loss: 10.72 loss_class: 0.2853 loss_bbox: 0.1264 loss_giou: 0.4121 loss_class_0: 0.3409 loss_bbox_0: 0.1358 loss_giou_0: 0.4317 loss_class_1: 0.3049 loss_bbox_1: 0.1308 loss_giou_1: 0.425 loss_class_2: 0.2915 loss_bbox_2: 0.1287 loss_giou_2: 0.416 loss_class_3: 0.2879 loss_bbox_3: 0.1282 loss_giou_3: 0.4144 loss_class_4: 0.2851 loss_bbox_4: 0.126 loss_giou_4: 0.4127 loss_class_enc: 0.3309 loss_bbox_enc: 0.1561 loss_giou_enc: 0.4716 loss_class_dn: 0.09073 loss_bbox_dn: 0.2012 loss_giou_dn: 0.4458 loss_class_dn_0: 0.1326 loss_bbox_dn_0: 0.2764 loss_giou_dn_0: 0.5847 loss_class_dn_1: 0.1069 loss_bbox_dn_1: 0.2227 loss_giou_dn_1: 0.4867 loss_class_dn_2: 0.09631 loss_bbox_dn_2: 0.2061 loss_giou_dn_2: 0.459 loss_class_dn_3: 0.09342 loss_bbox_dn_3: 0.2021 loss_giou_dn_3: 0.4483 loss_class_dn_4: 0.09115 loss_bbox_dn_4: 0.2012 loss_giou_dn_4: 0.4456 time: 1.1153 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 00:36:45 d2.utils.events]: eta: 2 days, 13:29:50 iter: 24649 total_loss: 10.94 loss_class: 0.2898 loss_bbox: 0.1278 loss_giou: 0.4222 loss_class_0: 0.3435 loss_bbox_0: 0.1347 loss_giou_0: 0.4369 loss_class_1: 0.3078 loss_bbox_1: 0.134 loss_giou_1: 0.4333 loss_class_2: 0.2965 loss_bbox_2: 0.1316 loss_giou_2: 0.4279 loss_class_3: 0.294 loss_bbox_3: 0.128 loss_giou_3: 0.4252 loss_class_4: 0.292 loss_bbox_4: 0.127 loss_giou_4: 0.422 loss_class_enc: 0.3367 loss_bbox_enc: 0.1534 loss_giou_enc: 0.4838 loss_class_dn: 0.08125 loss_bbox_dn: 0.1882 loss_giou_dn: 0.448 loss_class_dn_0: 0.1278 loss_bbox_dn_0: 0.2687 loss_giou_dn_0: 0.5948 loss_class_dn_1: 0.09951 loss_bbox_dn_1: 0.2105 loss_giou_dn_1: 0.4876 loss_class_dn_2: 0.08834 loss_bbox_dn_2: 0.1936 loss_giou_dn_2: 0.4594 loss_class_dn_3: 0.08561 loss_bbox_dn_3: 0.1889 loss_giou_dn_3: 0.4506 loss_class_dn_4: 0.08219 loss_bbox_dn_4: 0.1883 loss_giou_dn_4: 0.4479 time: 1.1153 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 00:37:41 d2.utils.events]: eta: 2 days, 13:28:30 iter: 24699 total_loss: 10.65 loss_class: 0.2803 loss_bbox: 0.1247 loss_giou: 0.4062 loss_class_0: 0.3357 loss_bbox_0: 0.1345 loss_giou_0: 0.4233 loss_class_1: 0.2963 loss_bbox_1: 0.1293 loss_giou_1: 0.4159 loss_class_2: 0.2852 loss_bbox_2: 0.1276 loss_giou_2: 0.4098 loss_class_3: 0.2844 loss_bbox_3: 0.1249 loss_giou_3: 0.4082 loss_class_4: 0.2802 loss_bbox_4: 0.1245 loss_giou_4: 0.406 loss_class_enc: 0.3294 loss_bbox_enc: 0.1529 loss_giou_enc: 0.4638 loss_class_dn: 0.08172 loss_bbox_dn: 0.1977 loss_giou_dn: 0.4407 loss_class_dn_0: 0.1259 loss_bbox_dn_0: 0.2746 loss_giou_dn_0: 0.5776 loss_class_dn_1: 0.1005 loss_bbox_dn_1: 0.2198 loss_giou_dn_1: 0.4791 loss_class_dn_2: 0.08852 loss_bbox_dn_2: 0.204 loss_giou_dn_2: 0.453 loss_class_dn_3: 0.08632 loss_bbox_dn_3: 0.1994 loss_giou_dn_3: 0.4438 loss_class_dn_4: 0.08331 loss_bbox_dn_4: 0.1978 loss_giou_dn_4: 0.4407 time: 1.1152 data_time: 0.0973 lr: 0.0001 max_mem: 43217M [05/20 00:38:36 d2.utils.events]: eta: 2 days, 13:20:19 iter: 24749 total_loss: 11.1 loss_class: 0.2928 loss_bbox: 0.1326 loss_giou: 0.4261 loss_class_0: 0.3446 loss_bbox_0: 0.1382 loss_giou_0: 0.4368 loss_class_1: 0.3106 loss_bbox_1: 0.1368 loss_giou_1: 0.4329 loss_class_2: 0.2939 loss_bbox_2: 0.1364 loss_giou_2: 0.4307 loss_class_3: 0.2941 loss_bbox_3: 0.1335 loss_giou_3: 0.4279 loss_class_4: 0.2933 loss_bbox_4: 0.1328 loss_giou_4: 0.4252 loss_class_enc: 0.3398 loss_bbox_enc: 0.1598 loss_giou_enc: 0.4777 loss_class_dn: 0.0865 loss_bbox_dn: 0.1967 loss_giou_dn: 0.4621 loss_class_dn_0: 0.1323 loss_bbox_dn_0: 0.2679 loss_giou_dn_0: 0.6014 loss_class_dn_1: 0.1066 loss_bbox_dn_1: 0.2183 loss_giou_dn_1: 0.5039 loss_class_dn_2: 0.0943 loss_bbox_dn_2: 0.2025 loss_giou_dn_2: 0.4756 loss_class_dn_3: 0.09153 loss_bbox_dn_3: 0.1979 loss_giou_dn_3: 0.4652 loss_class_dn_4: 0.08774 loss_bbox_dn_4: 0.1968 loss_giou_dn_4: 0.4621 time: 1.1152 data_time: 0.0932 lr: 0.0001 max_mem: 43217M [05/20 00:39:32 d2.utils.events]: eta: 2 days, 13:19:24 iter: 24799 total_loss: 10.95 loss_class: 0.2913 loss_bbox: 0.1305 loss_giou: 0.4207 loss_class_0: 0.344 loss_bbox_0: 0.139 loss_giou_0: 0.4361 loss_class_1: 0.3124 loss_bbox_1: 0.1363 loss_giou_1: 0.4286 loss_class_2: 0.298 loss_bbox_2: 0.1321 loss_giou_2: 0.4233 loss_class_3: 0.2954 loss_bbox_3: 0.1307 loss_giou_3: 0.4212 loss_class_4: 0.2912 loss_bbox_4: 0.1305 loss_giou_4: 0.4213 loss_class_enc: 0.3366 loss_bbox_enc: 0.1572 loss_giou_enc: 0.481 loss_class_dn: 0.08482 loss_bbox_dn: 0.1931 loss_giou_dn: 0.4509 loss_class_dn_0: 0.1306 loss_bbox_dn_0: 0.2712 loss_giou_dn_0: 0.5928 loss_class_dn_1: 0.1039 loss_bbox_dn_1: 0.2141 loss_giou_dn_1: 0.491 loss_class_dn_2: 0.0922 loss_bbox_dn_2: 0.1999 loss_giou_dn_2: 0.4643 loss_class_dn_3: 0.08969 loss_bbox_dn_3: 0.1942 loss_giou_dn_3: 0.4538 loss_class_dn_4: 0.08629 loss_bbox_dn_4: 0.1931 loss_giou_dn_4: 0.4508 time: 1.1152 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 00:40:28 d2.utils.events]: eta: 2 days, 13:25:17 iter: 24849 total_loss: 10.88 loss_class: 0.2814 loss_bbox: 0.1269 loss_giou: 0.4183 loss_class_0: 0.3376 loss_bbox_0: 0.135 loss_giou_0: 0.4326 loss_class_1: 0.2992 loss_bbox_1: 0.1345 loss_giou_1: 0.4283 loss_class_2: 0.2864 loss_bbox_2: 0.1293 loss_giou_2: 0.4222 loss_class_3: 0.2847 loss_bbox_3: 0.1281 loss_giou_3: 0.4184 loss_class_4: 0.2804 loss_bbox_4: 0.1279 loss_giou_4: 0.419 loss_class_enc: 0.332 loss_bbox_enc: 0.156 loss_giou_enc: 0.4743 loss_class_dn: 0.08209 loss_bbox_dn: 0.1942 loss_giou_dn: 0.4549 loss_class_dn_0: 0.1274 loss_bbox_dn_0: 0.2751 loss_giou_dn_0: 0.5888 loss_class_dn_1: 0.1013 loss_bbox_dn_1: 0.2176 loss_giou_dn_1: 0.4978 loss_class_dn_2: 0.08914 loss_bbox_dn_2: 0.1988 loss_giou_dn_2: 0.4687 loss_class_dn_3: 0.08613 loss_bbox_dn_3: 0.1944 loss_giou_dn_3: 0.4584 loss_class_dn_4: 0.08292 loss_bbox_dn_4: 0.1942 loss_giou_dn_4: 0.4549 time: 1.1152 data_time: 0.0938 lr: 0.0001 max_mem: 43217M [05/20 00:41:24 d2.utils.events]: eta: 2 days, 13:19:09 iter: 24899 total_loss: 11.04 loss_class: 0.2916 loss_bbox: 0.1295 loss_giou: 0.4268 loss_class_0: 0.3475 loss_bbox_0: 0.1354 loss_giou_0: 0.4475 loss_class_1: 0.3123 loss_bbox_1: 0.1329 loss_giou_1: 0.4413 loss_class_2: 0.2999 loss_bbox_2: 0.131 loss_giou_2: 0.4348 loss_class_3: 0.2974 loss_bbox_3: 0.1281 loss_giou_3: 0.4287 loss_class_4: 0.2908 loss_bbox_4: 0.1299 loss_giou_4: 0.427 loss_class_enc: 0.3375 loss_bbox_enc: 0.1582 loss_giou_enc: 0.4863 loss_class_dn: 0.08563 loss_bbox_dn: 0.1999 loss_giou_dn: 0.4515 loss_class_dn_0: 0.1316 loss_bbox_dn_0: 0.2774 loss_giou_dn_0: 0.5976 loss_class_dn_1: 0.1065 loss_bbox_dn_1: 0.2222 loss_giou_dn_1: 0.4942 loss_class_dn_2: 0.09371 loss_bbox_dn_2: 0.2068 loss_giou_dn_2: 0.4646 loss_class_dn_3: 0.09081 loss_bbox_dn_3: 0.2015 loss_giou_dn_3: 0.4543 loss_class_dn_4: 0.08705 loss_bbox_dn_4: 0.2001 loss_giou_dn_4: 0.4516 time: 1.1152 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 00:42:20 d2.utils.events]: eta: 2 days, 13:18:55 iter: 24949 total_loss: 10.88 loss_class: 0.2905 loss_bbox: 0.1312 loss_giou: 0.4196 loss_class_0: 0.3487 loss_bbox_0: 0.1376 loss_giou_0: 0.4347 loss_class_1: 0.3102 loss_bbox_1: 0.1364 loss_giou_1: 0.4321 loss_class_2: 0.2956 loss_bbox_2: 0.1341 loss_giou_2: 0.4277 loss_class_3: 0.295 loss_bbox_3: 0.132 loss_giou_3: 0.4219 loss_class_4: 0.292 loss_bbox_4: 0.131 loss_giou_4: 0.4205 loss_class_enc: 0.3411 loss_bbox_enc: 0.1583 loss_giou_enc: 0.4793 loss_class_dn: 0.08603 loss_bbox_dn: 0.206 loss_giou_dn: 0.4541 loss_class_dn_0: 0.1316 loss_bbox_dn_0: 0.2798 loss_giou_dn_0: 0.5879 loss_class_dn_1: 0.1048 loss_bbox_dn_1: 0.2288 loss_giou_dn_1: 0.4928 loss_class_dn_2: 0.09393 loss_bbox_dn_2: 0.2118 loss_giou_dn_2: 0.4664 loss_class_dn_3: 0.09108 loss_bbox_dn_3: 0.2069 loss_giou_dn_3: 0.4567 loss_class_dn_4: 0.0875 loss_bbox_dn_4: 0.2061 loss_giou_dn_4: 0.4541 time: 1.1152 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/20 00:43:16 d2.utils.events]: eta: 2 days, 13:20:54 iter: 24999 total_loss: 10.98 loss_class: 0.2936 loss_bbox: 0.128 loss_giou: 0.4262 loss_class_0: 0.3505 loss_bbox_0: 0.1373 loss_giou_0: 0.4402 loss_class_1: 0.3117 loss_bbox_1: 0.1343 loss_giou_1: 0.436 loss_class_2: 0.2987 loss_bbox_2: 0.1319 loss_giou_2: 0.4313 loss_class_3: 0.2972 loss_bbox_3: 0.1296 loss_giou_3: 0.4278 loss_class_4: 0.2943 loss_bbox_4: 0.1279 loss_giou_4: 0.4256 loss_class_enc: 0.3422 loss_bbox_enc: 0.1551 loss_giou_enc: 0.4834 loss_class_dn: 0.08248 loss_bbox_dn: 0.1937 loss_giou_dn: 0.4511 loss_class_dn_0: 0.1307 loss_bbox_dn_0: 0.2724 loss_giou_dn_0: 0.5893 loss_class_dn_1: 0.1033 loss_bbox_dn_1: 0.2172 loss_giou_dn_1: 0.4918 loss_class_dn_2: 0.09024 loss_bbox_dn_2: 0.1998 loss_giou_dn_2: 0.4634 loss_class_dn_3: 0.08699 loss_bbox_dn_3: 0.1943 loss_giou_dn_3: 0.4535 loss_class_dn_4: 0.08338 loss_bbox_dn_4: 0.1939 loss_giou_dn_4: 0.451 time: 1.1152 data_time: 0.1029 lr: 0.0001 max_mem: 43217M [05/20 00:44:12 d2.utils.events]: eta: 2 days, 13:21:36 iter: 25049 total_loss: 10.97 loss_class: 0.2898 loss_bbox: 0.1271 loss_giou: 0.4196 loss_class_0: 0.3436 loss_bbox_0: 0.1363 loss_giou_0: 0.4362 loss_class_1: 0.3132 loss_bbox_1: 0.1346 loss_giou_1: 0.4308 loss_class_2: 0.2939 loss_bbox_2: 0.1302 loss_giou_2: 0.4275 loss_class_3: 0.292 loss_bbox_3: 0.1284 loss_giou_3: 0.4227 loss_class_4: 0.2897 loss_bbox_4: 0.1266 loss_giou_4: 0.422 loss_class_enc: 0.3382 loss_bbox_enc: 0.155 loss_giou_enc: 0.4781 loss_class_dn: 0.08243 loss_bbox_dn: 0.2002 loss_giou_dn: 0.4515 loss_class_dn_0: 0.1268 loss_bbox_dn_0: 0.2739 loss_giou_dn_0: 0.5932 loss_class_dn_1: 0.1025 loss_bbox_dn_1: 0.2197 loss_giou_dn_1: 0.4883 loss_class_dn_2: 0.09093 loss_bbox_dn_2: 0.2053 loss_giou_dn_2: 0.4644 loss_class_dn_3: 0.08792 loss_bbox_dn_3: 0.2013 loss_giou_dn_3: 0.4544 loss_class_dn_4: 0.08482 loss_bbox_dn_4: 0.2003 loss_giou_dn_4: 0.4515 time: 1.1152 data_time: 0.1038 lr: 0.0001 max_mem: 43217M [05/20 00:45:08 d2.utils.events]: eta: 2 days, 13:20:26 iter: 25099 total_loss: 10.71 loss_class: 0.283 loss_bbox: 0.124 loss_giou: 0.4201 loss_class_0: 0.3341 loss_bbox_0: 0.1334 loss_giou_0: 0.4386 loss_class_1: 0.2988 loss_bbox_1: 0.1302 loss_giou_1: 0.4344 loss_class_2: 0.2868 loss_bbox_2: 0.1262 loss_giou_2: 0.4268 loss_class_3: 0.2854 loss_bbox_3: 0.1235 loss_giou_3: 0.4228 loss_class_4: 0.2838 loss_bbox_4: 0.124 loss_giou_4: 0.4204 loss_class_enc: 0.3276 loss_bbox_enc: 0.1507 loss_giou_enc: 0.4763 loss_class_dn: 0.08266 loss_bbox_dn: 0.1851 loss_giou_dn: 0.4566 loss_class_dn_0: 0.1274 loss_bbox_dn_0: 0.2654 loss_giou_dn_0: 0.5936 loss_class_dn_1: 0.1002 loss_bbox_dn_1: 0.2098 loss_giou_dn_1: 0.4958 loss_class_dn_2: 0.09024 loss_bbox_dn_2: 0.1922 loss_giou_dn_2: 0.4703 loss_class_dn_3: 0.08669 loss_bbox_dn_3: 0.1863 loss_giou_dn_3: 0.46 loss_class_dn_4: 0.08384 loss_bbox_dn_4: 0.1852 loss_giou_dn_4: 0.4565 time: 1.1152 data_time: 0.0943 lr: 0.0001 max_mem: 43217M [05/20 00:46:04 d2.utils.events]: eta: 2 days, 13:18:08 iter: 25149 total_loss: 10.86 loss_class: 0.2894 loss_bbox: 0.128 loss_giou: 0.4209 loss_class_0: 0.3456 loss_bbox_0: 0.1359 loss_giou_0: 0.4351 loss_class_1: 0.3096 loss_bbox_1: 0.1339 loss_giou_1: 0.4306 loss_class_2: 0.2943 loss_bbox_2: 0.132 loss_giou_2: 0.4259 loss_class_3: 0.2923 loss_bbox_3: 0.129 loss_giou_3: 0.4217 loss_class_4: 0.2899 loss_bbox_4: 0.1286 loss_giou_4: 0.4205 loss_class_enc: 0.3359 loss_bbox_enc: 0.1573 loss_giou_enc: 0.4735 loss_class_dn: 0.08768 loss_bbox_dn: 0.1939 loss_giou_dn: 0.4427 loss_class_dn_0: 0.1315 loss_bbox_dn_0: 0.2745 loss_giou_dn_0: 0.582 loss_class_dn_1: 0.1039 loss_bbox_dn_1: 0.2202 loss_giou_dn_1: 0.4852 loss_class_dn_2: 0.09383 loss_bbox_dn_2: 0.2007 loss_giou_dn_2: 0.4588 loss_class_dn_3: 0.09047 loss_bbox_dn_3: 0.1953 loss_giou_dn_3: 0.4462 loss_class_dn_4: 0.08856 loss_bbox_dn_4: 0.1941 loss_giou_dn_4: 0.4428 time: 1.1152 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 00:47:00 d2.utils.events]: eta: 2 days, 13:15:07 iter: 25199 total_loss: 10.86 loss_class: 0.2867 loss_bbox: 0.1297 loss_giou: 0.4081 loss_class_0: 0.3402 loss_bbox_0: 0.1387 loss_giou_0: 0.4311 loss_class_1: 0.305 loss_bbox_1: 0.1348 loss_giou_1: 0.4221 loss_class_2: 0.2934 loss_bbox_2: 0.1328 loss_giou_2: 0.4165 loss_class_3: 0.2907 loss_bbox_3: 0.1299 loss_giou_3: 0.4113 loss_class_4: 0.2878 loss_bbox_4: 0.1282 loss_giou_4: 0.4091 loss_class_enc: 0.335 loss_bbox_enc: 0.1567 loss_giou_enc: 0.4663 loss_class_dn: 0.0794 loss_bbox_dn: 0.1966 loss_giou_dn: 0.4452 loss_class_dn_0: 0.1245 loss_bbox_dn_0: 0.2755 loss_giou_dn_0: 0.585 loss_class_dn_1: 0.09748 loss_bbox_dn_1: 0.2194 loss_giou_dn_1: 0.4873 loss_class_dn_2: 0.08612 loss_bbox_dn_2: 0.2024 loss_giou_dn_2: 0.4599 loss_class_dn_3: 0.08302 loss_bbox_dn_3: 0.1981 loss_giou_dn_3: 0.4486 loss_class_dn_4: 0.0811 loss_bbox_dn_4: 0.1967 loss_giou_dn_4: 0.4452 time: 1.1152 data_time: 0.1012 lr: 0.0001 max_mem: 43217M [05/20 00:47:55 d2.utils.events]: eta: 2 days, 13:13:27 iter: 25249 total_loss: 10.88 loss_class: 0.292 loss_bbox: 0.1304 loss_giou: 0.4207 loss_class_0: 0.346 loss_bbox_0: 0.1377 loss_giou_0: 0.4351 loss_class_1: 0.3071 loss_bbox_1: 0.1356 loss_giou_1: 0.4302 loss_class_2: 0.2969 loss_bbox_2: 0.1335 loss_giou_2: 0.426 loss_class_3: 0.2939 loss_bbox_3: 0.1314 loss_giou_3: 0.4219 loss_class_4: 0.2932 loss_bbox_4: 0.131 loss_giou_4: 0.4209 loss_class_enc: 0.3387 loss_bbox_enc: 0.1566 loss_giou_enc: 0.4757 loss_class_dn: 0.08531 loss_bbox_dn: 0.1955 loss_giou_dn: 0.4522 loss_class_dn_0: 0.1301 loss_bbox_dn_0: 0.2791 loss_giou_dn_0: 0.5936 loss_class_dn_1: 0.1031 loss_bbox_dn_1: 0.2231 loss_giou_dn_1: 0.4939 loss_class_dn_2: 0.09227 loss_bbox_dn_2: 0.2032 loss_giou_dn_2: 0.4662 loss_class_dn_3: 0.0899 loss_bbox_dn_3: 0.1975 loss_giou_dn_3: 0.4556 loss_class_dn_4: 0.08656 loss_bbox_dn_4: 0.1956 loss_giou_dn_4: 0.4522 time: 1.1152 data_time: 0.0894 lr: 0.0001 max_mem: 43217M [05/20 00:48:52 d2.utils.events]: eta: 2 days, 13:19:30 iter: 25299 total_loss: 10.83 loss_class: 0.2883 loss_bbox: 0.1234 loss_giou: 0.4138 loss_class_0: 0.3406 loss_bbox_0: 0.1326 loss_giou_0: 0.4338 loss_class_1: 0.305 loss_bbox_1: 0.1315 loss_giou_1: 0.4273 loss_class_2: 0.293 loss_bbox_2: 0.1268 loss_giou_2: 0.4217 loss_class_3: 0.2908 loss_bbox_3: 0.1247 loss_giou_3: 0.4155 loss_class_4: 0.2889 loss_bbox_4: 0.1231 loss_giou_4: 0.4145 loss_class_enc: 0.3353 loss_bbox_enc: 0.1529 loss_giou_enc: 0.4837 loss_class_dn: 0.08257 loss_bbox_dn: 0.1967 loss_giou_dn: 0.4479 loss_class_dn_0: 0.1271 loss_bbox_dn_0: 0.2708 loss_giou_dn_0: 0.5879 loss_class_dn_1: 0.09903 loss_bbox_dn_1: 0.2171 loss_giou_dn_1: 0.4871 loss_class_dn_2: 0.08942 loss_bbox_dn_2: 0.203 loss_giou_dn_2: 0.461 loss_class_dn_3: 0.08686 loss_bbox_dn_3: 0.1978 loss_giou_dn_3: 0.4503 loss_class_dn_4: 0.08349 loss_bbox_dn_4: 0.1968 loss_giou_dn_4: 0.4478 time: 1.1152 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 00:49:47 d2.utils.events]: eta: 2 days, 13:20:02 iter: 25349 total_loss: 10.81 loss_class: 0.2864 loss_bbox: 0.125 loss_giou: 0.4207 loss_class_0: 0.3435 loss_bbox_0: 0.1341 loss_giou_0: 0.4329 loss_class_1: 0.3037 loss_bbox_1: 0.1322 loss_giou_1: 0.4305 loss_class_2: 0.2901 loss_bbox_2: 0.1282 loss_giou_2: 0.4245 loss_class_3: 0.2896 loss_bbox_3: 0.1249 loss_giou_3: 0.4227 loss_class_4: 0.2858 loss_bbox_4: 0.1257 loss_giou_4: 0.4199 loss_class_enc: 0.3356 loss_bbox_enc: 0.1509 loss_giou_enc: 0.4792 loss_class_dn: 0.08418 loss_bbox_dn: 0.1933 loss_giou_dn: 0.4456 loss_class_dn_0: 0.1342 loss_bbox_dn_0: 0.2709 loss_giou_dn_0: 0.5921 loss_class_dn_1: 0.1061 loss_bbox_dn_1: 0.2149 loss_giou_dn_1: 0.4889 loss_class_dn_2: 0.09334 loss_bbox_dn_2: 0.1996 loss_giou_dn_2: 0.4588 loss_class_dn_3: 0.08954 loss_bbox_dn_3: 0.1943 loss_giou_dn_3: 0.4478 loss_class_dn_4: 0.08602 loss_bbox_dn_4: 0.1934 loss_giou_dn_4: 0.4454 time: 1.1152 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 00:50:43 d2.utils.events]: eta: 2 days, 13:14:54 iter: 25399 total_loss: 10.93 loss_class: 0.2868 loss_bbox: 0.1318 loss_giou: 0.4137 loss_class_0: 0.3454 loss_bbox_0: 0.1393 loss_giou_0: 0.4266 loss_class_1: 0.3075 loss_bbox_1: 0.137 loss_giou_1: 0.421 loss_class_2: 0.2952 loss_bbox_2: 0.1352 loss_giou_2: 0.4176 loss_class_3: 0.2889 loss_bbox_3: 0.1317 loss_giou_3: 0.4137 loss_class_4: 0.289 loss_bbox_4: 0.1318 loss_giou_4: 0.4131 loss_class_enc: 0.3369 loss_bbox_enc: 0.1615 loss_giou_enc: 0.4702 loss_class_dn: 0.08414 loss_bbox_dn: 0.1928 loss_giou_dn: 0.4471 loss_class_dn_0: 0.1274 loss_bbox_dn_0: 0.2722 loss_giou_dn_0: 0.5917 loss_class_dn_1: 0.1007 loss_bbox_dn_1: 0.2157 loss_giou_dn_1: 0.4897 loss_class_dn_2: 0.09082 loss_bbox_dn_2: 0.2 loss_giou_dn_2: 0.4627 loss_class_dn_3: 0.08706 loss_bbox_dn_3: 0.1945 loss_giou_dn_3: 0.4509 loss_class_dn_4: 0.08445 loss_bbox_dn_4: 0.1928 loss_giou_dn_4: 0.4468 time: 1.1152 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/20 00:51:39 d2.utils.events]: eta: 2 days, 13:12:23 iter: 25449 total_loss: 10.97 loss_class: 0.2876 loss_bbox: 0.1295 loss_giou: 0.4286 loss_class_0: 0.3456 loss_bbox_0: 0.1359 loss_giou_0: 0.4467 loss_class_1: 0.3051 loss_bbox_1: 0.1361 loss_giou_1: 0.4429 loss_class_2: 0.2916 loss_bbox_2: 0.1307 loss_giou_2: 0.4339 loss_class_3: 0.2918 loss_bbox_3: 0.1297 loss_giou_3: 0.43 loss_class_4: 0.2896 loss_bbox_4: 0.1289 loss_giou_4: 0.4284 loss_class_enc: 0.3428 loss_bbox_enc: 0.1583 loss_giou_enc: 0.485 loss_class_dn: 0.08403 loss_bbox_dn: 0.1939 loss_giou_dn: 0.4578 loss_class_dn_0: 0.1296 loss_bbox_dn_0: 0.2776 loss_giou_dn_0: 0.5942 loss_class_dn_1: 0.1031 loss_bbox_dn_1: 0.2197 loss_giou_dn_1: 0.4987 loss_class_dn_2: 0.09117 loss_bbox_dn_2: 0.2008 loss_giou_dn_2: 0.4715 loss_class_dn_3: 0.08797 loss_bbox_dn_3: 0.1952 loss_giou_dn_3: 0.4612 loss_class_dn_4: 0.08511 loss_bbox_dn_4: 0.194 loss_giou_dn_4: 0.4577 time: 1.1151 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 00:52:34 d2.utils.events]: eta: 2 days, 13:09:21 iter: 25499 total_loss: 10.83 loss_class: 0.2893 loss_bbox: 0.1282 loss_giou: 0.4163 loss_class_0: 0.3423 loss_bbox_0: 0.135 loss_giou_0: 0.4357 loss_class_1: 0.3083 loss_bbox_1: 0.1334 loss_giou_1: 0.4287 loss_class_2: 0.2923 loss_bbox_2: 0.1315 loss_giou_2: 0.4236 loss_class_3: 0.2928 loss_bbox_3: 0.1283 loss_giou_3: 0.4171 loss_class_4: 0.2911 loss_bbox_4: 0.1275 loss_giou_4: 0.4152 loss_class_enc: 0.3401 loss_bbox_enc: 0.1539 loss_giou_enc: 0.4793 loss_class_dn: 0.08685 loss_bbox_dn: 0.1874 loss_giou_dn: 0.4497 loss_class_dn_0: 0.1328 loss_bbox_dn_0: 0.264 loss_giou_dn_0: 0.586 loss_class_dn_1: 0.1068 loss_bbox_dn_1: 0.2104 loss_giou_dn_1: 0.4894 loss_class_dn_2: 0.09396 loss_bbox_dn_2: 0.1936 loss_giou_dn_2: 0.4617 loss_class_dn_3: 0.09152 loss_bbox_dn_3: 0.1888 loss_giou_dn_3: 0.4526 loss_class_dn_4: 0.08833 loss_bbox_dn_4: 0.1874 loss_giou_dn_4: 0.4498 time: 1.1151 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 00:53:31 d2.utils.events]: eta: 2 days, 13:08:41 iter: 25549 total_loss: 11.1 loss_class: 0.2893 loss_bbox: 0.1309 loss_giou: 0.4342 loss_class_0: 0.3444 loss_bbox_0: 0.1379 loss_giou_0: 0.45 loss_class_1: 0.3098 loss_bbox_1: 0.1348 loss_giou_1: 0.4456 loss_class_2: 0.2972 loss_bbox_2: 0.1328 loss_giou_2: 0.4416 loss_class_3: 0.2941 loss_bbox_3: 0.1314 loss_giou_3: 0.4354 loss_class_4: 0.2908 loss_bbox_4: 0.1311 loss_giou_4: 0.4328 loss_class_enc: 0.3385 loss_bbox_enc: 0.1575 loss_giou_enc: 0.49 loss_class_dn: 0.08767 loss_bbox_dn: 0.2002 loss_giou_dn: 0.453 loss_class_dn_0: 0.1354 loss_bbox_dn_0: 0.2684 loss_giou_dn_0: 0.5931 loss_class_dn_1: 0.1088 loss_bbox_dn_1: 0.2175 loss_giou_dn_1: 0.4954 loss_class_dn_2: 0.09562 loss_bbox_dn_2: 0.2034 loss_giou_dn_2: 0.4662 loss_class_dn_3: 0.09247 loss_bbox_dn_3: 0.2012 loss_giou_dn_3: 0.4562 loss_class_dn_4: 0.08915 loss_bbox_dn_4: 0.2003 loss_giou_dn_4: 0.4529 time: 1.1151 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 00:54:26 d2.utils.events]: eta: 2 days, 13:02:55 iter: 25599 total_loss: 10.82 loss_class: 0.2892 loss_bbox: 0.125 loss_giou: 0.4122 loss_class_0: 0.3435 loss_bbox_0: 0.1323 loss_giou_0: 0.4304 loss_class_1: 0.3058 loss_bbox_1: 0.1312 loss_giou_1: 0.4242 loss_class_2: 0.2926 loss_bbox_2: 0.1287 loss_giou_2: 0.4206 loss_class_3: 0.2904 loss_bbox_3: 0.1271 loss_giou_3: 0.4142 loss_class_4: 0.2895 loss_bbox_4: 0.1253 loss_giou_4: 0.4128 loss_class_enc: 0.3359 loss_bbox_enc: 0.152 loss_giou_enc: 0.4685 loss_class_dn: 0.08421 loss_bbox_dn: 0.1842 loss_giou_dn: 0.4464 loss_class_dn_0: 0.1294 loss_bbox_dn_0: 0.2626 loss_giou_dn_0: 0.5877 loss_class_dn_1: 0.1028 loss_bbox_dn_1: 0.2066 loss_giou_dn_1: 0.488 loss_class_dn_2: 0.09091 loss_bbox_dn_2: 0.19 loss_giou_dn_2: 0.4605 loss_class_dn_3: 0.08773 loss_bbox_dn_3: 0.186 loss_giou_dn_3: 0.4494 loss_class_dn_4: 0.08516 loss_bbox_dn_4: 0.1843 loss_giou_dn_4: 0.4463 time: 1.1151 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 00:55:22 d2.utils.events]: eta: 2 days, 12:57:25 iter: 25649 total_loss: 10.87 loss_class: 0.2889 loss_bbox: 0.1336 loss_giou: 0.4177 loss_class_0: 0.3453 loss_bbox_0: 0.1393 loss_giou_0: 0.432 loss_class_1: 0.3076 loss_bbox_1: 0.1382 loss_giou_1: 0.4349 loss_class_2: 0.2962 loss_bbox_2: 0.1362 loss_giou_2: 0.4242 loss_class_3: 0.2931 loss_bbox_3: 0.1336 loss_giou_3: 0.4211 loss_class_4: 0.2904 loss_bbox_4: 0.1332 loss_giou_4: 0.4169 loss_class_enc: 0.3381 loss_bbox_enc: 0.1578 loss_giou_enc: 0.4694 loss_class_dn: 0.08632 loss_bbox_dn: 0.204 loss_giou_dn: 0.4535 loss_class_dn_0: 0.1329 loss_bbox_dn_0: 0.2778 loss_giou_dn_0: 0.5918 loss_class_dn_1: 0.1044 loss_bbox_dn_1: 0.2266 loss_giou_dn_1: 0.4959 loss_class_dn_2: 0.09274 loss_bbox_dn_2: 0.2102 loss_giou_dn_2: 0.4662 loss_class_dn_3: 0.08971 loss_bbox_dn_3: 0.2049 loss_giou_dn_3: 0.4563 loss_class_dn_4: 0.08747 loss_bbox_dn_4: 0.204 loss_giou_dn_4: 0.4533 time: 1.1151 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 00:56:18 d2.utils.events]: eta: 2 days, 12:57:35 iter: 25699 total_loss: 10.99 loss_class: 0.2896 loss_bbox: 0.1347 loss_giou: 0.4236 loss_class_0: 0.347 loss_bbox_0: 0.1413 loss_giou_0: 0.4366 loss_class_1: 0.3117 loss_bbox_1: 0.1406 loss_giou_1: 0.429 loss_class_2: 0.2954 loss_bbox_2: 0.1379 loss_giou_2: 0.4289 loss_class_3: 0.2901 loss_bbox_3: 0.1359 loss_giou_3: 0.4228 loss_class_4: 0.2878 loss_bbox_4: 0.1356 loss_giou_4: 0.4231 loss_class_enc: 0.3401 loss_bbox_enc: 0.1593 loss_giou_enc: 0.4771 loss_class_dn: 0.08678 loss_bbox_dn: 0.1987 loss_giou_dn: 0.455 loss_class_dn_0: 0.1318 loss_bbox_dn_0: 0.2786 loss_giou_dn_0: 0.5976 loss_class_dn_1: 0.1032 loss_bbox_dn_1: 0.2231 loss_giou_dn_1: 0.4973 loss_class_dn_2: 0.09282 loss_bbox_dn_2: 0.2055 loss_giou_dn_2: 0.471 loss_class_dn_3: 0.09001 loss_bbox_dn_3: 0.2 loss_giou_dn_3: 0.4594 loss_class_dn_4: 0.08818 loss_bbox_dn_4: 0.1988 loss_giou_dn_4: 0.4548 time: 1.1151 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 00:57:14 d2.utils.events]: eta: 2 days, 12:57:43 iter: 25749 total_loss: 11.17 loss_class: 0.2925 loss_bbox: 0.1278 loss_giou: 0.4239 loss_class_0: 0.3492 loss_bbox_0: 0.1385 loss_giou_0: 0.4452 loss_class_1: 0.3132 loss_bbox_1: 0.1361 loss_giou_1: 0.4357 loss_class_2: 0.2976 loss_bbox_2: 0.1332 loss_giou_2: 0.4335 loss_class_3: 0.2967 loss_bbox_3: 0.1307 loss_giou_3: 0.4264 loss_class_4: 0.2947 loss_bbox_4: 0.1285 loss_giou_4: 0.4248 loss_class_enc: 0.3443 loss_bbox_enc: 0.1571 loss_giou_enc: 0.4846 loss_class_dn: 0.08743 loss_bbox_dn: 0.2044 loss_giou_dn: 0.4536 loss_class_dn_0: 0.1304 loss_bbox_dn_0: 0.276 loss_giou_dn_0: 0.5954 loss_class_dn_1: 0.1054 loss_bbox_dn_1: 0.2252 loss_giou_dn_1: 0.4925 loss_class_dn_2: 0.09507 loss_bbox_dn_2: 0.2096 loss_giou_dn_2: 0.4676 loss_class_dn_3: 0.09154 loss_bbox_dn_3: 0.2058 loss_giou_dn_3: 0.4558 loss_class_dn_4: 0.08836 loss_bbox_dn_4: 0.2047 loss_giou_dn_4: 0.4537 time: 1.1151 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 00:58:10 d2.utils.events]: eta: 2 days, 12:57:51 iter: 25799 total_loss: 11.23 loss_class: 0.2932 loss_bbox: 0.1301 loss_giou: 0.4329 loss_class_0: 0.3533 loss_bbox_0: 0.1401 loss_giou_0: 0.4532 loss_class_1: 0.3126 loss_bbox_1: 0.1382 loss_giou_1: 0.4472 loss_class_2: 0.302 loss_bbox_2: 0.1326 loss_giou_2: 0.4423 loss_class_3: 0.2989 loss_bbox_3: 0.131 loss_giou_3: 0.4371 loss_class_4: 0.2954 loss_bbox_4: 0.1307 loss_giou_4: 0.4341 loss_class_enc: 0.3397 loss_bbox_enc: 0.1605 loss_giou_enc: 0.497 loss_class_dn: 0.08452 loss_bbox_dn: 0.1982 loss_giou_dn: 0.46 loss_class_dn_0: 0.1313 loss_bbox_dn_0: 0.2792 loss_giou_dn_0: 0.6009 loss_class_dn_1: 0.1051 loss_bbox_dn_1: 0.2208 loss_giou_dn_1: 0.5023 loss_class_dn_2: 0.09251 loss_bbox_dn_2: 0.2051 loss_giou_dn_2: 0.4744 loss_class_dn_3: 0.08995 loss_bbox_dn_3: 0.1999 loss_giou_dn_3: 0.463 loss_class_dn_4: 0.08612 loss_bbox_dn_4: 0.1985 loss_giou_dn_4: 0.4599 time: 1.1151 data_time: 0.0955 lr: 0.0001 max_mem: 43217M [05/20 00:59:06 d2.utils.events]: eta: 2 days, 12:53:05 iter: 25849 total_loss: 10.82 loss_class: 0.293 loss_bbox: 0.1294 loss_giou: 0.4163 loss_class_0: 0.3453 loss_bbox_0: 0.1398 loss_giou_0: 0.4354 loss_class_1: 0.3092 loss_bbox_1: 0.1355 loss_giou_1: 0.4271 loss_class_2: 0.2996 loss_bbox_2: 0.1301 loss_giou_2: 0.4211 loss_class_3: 0.2962 loss_bbox_3: 0.1287 loss_giou_3: 0.4182 loss_class_4: 0.2926 loss_bbox_4: 0.1283 loss_giou_4: 0.4171 loss_class_enc: 0.3397 loss_bbox_enc: 0.1561 loss_giou_enc: 0.4741 loss_class_dn: 0.08022 loss_bbox_dn: 0.195 loss_giou_dn: 0.4468 loss_class_dn_0: 0.1277 loss_bbox_dn_0: 0.273 loss_giou_dn_0: 0.5915 loss_class_dn_1: 0.1014 loss_bbox_dn_1: 0.216 loss_giou_dn_1: 0.4872 loss_class_dn_2: 0.09034 loss_bbox_dn_2: 0.2016 loss_giou_dn_2: 0.4598 loss_class_dn_3: 0.08616 loss_bbox_dn_3: 0.1962 loss_giou_dn_3: 0.4497 loss_class_dn_4: 0.08291 loss_bbox_dn_4: 0.1951 loss_giou_dn_4: 0.4467 time: 1.1151 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 01:00:02 d2.utils.events]: eta: 2 days, 13:00:20 iter: 25899 total_loss: 10.71 loss_class: 0.2829 loss_bbox: 0.1235 loss_giou: 0.4092 loss_class_0: 0.3378 loss_bbox_0: 0.1333 loss_giou_0: 0.4238 loss_class_1: 0.303 loss_bbox_1: 0.1317 loss_giou_1: 0.4203 loss_class_2: 0.2878 loss_bbox_2: 0.1276 loss_giou_2: 0.4156 loss_class_3: 0.2852 loss_bbox_3: 0.125 loss_giou_3: 0.4115 loss_class_4: 0.2833 loss_bbox_4: 0.1238 loss_giou_4: 0.4111 loss_class_enc: 0.3309 loss_bbox_enc: 0.1558 loss_giou_enc: 0.466 loss_class_dn: 0.08709 loss_bbox_dn: 0.1912 loss_giou_dn: 0.4455 loss_class_dn_0: 0.1322 loss_bbox_dn_0: 0.2678 loss_giou_dn_0: 0.5847 loss_class_dn_1: 0.1065 loss_bbox_dn_1: 0.214 loss_giou_dn_1: 0.4859 loss_class_dn_2: 0.09514 loss_bbox_dn_2: 0.1971 loss_giou_dn_2: 0.4581 loss_class_dn_3: 0.09161 loss_bbox_dn_3: 0.192 loss_giou_dn_3: 0.4483 loss_class_dn_4: 0.08823 loss_bbox_dn_4: 0.1912 loss_giou_dn_4: 0.4455 time: 1.1151 data_time: 0.0943 lr: 0.0001 max_mem: 43217M [05/20 01:00:58 d2.utils.events]: eta: 2 days, 12:55:06 iter: 25949 total_loss: 10.69 loss_class: 0.2858 loss_bbox: 0.1225 loss_giou: 0.4204 loss_class_0: 0.3374 loss_bbox_0: 0.1294 loss_giou_0: 0.4353 loss_class_1: 0.3055 loss_bbox_1: 0.1244 loss_giou_1: 0.4284 loss_class_2: 0.2922 loss_bbox_2: 0.1241 loss_giou_2: 0.4233 loss_class_3: 0.2882 loss_bbox_3: 0.1237 loss_giou_3: 0.4216 loss_class_4: 0.2856 loss_bbox_4: 0.1228 loss_giou_4: 0.4185 loss_class_enc: 0.3333 loss_bbox_enc: 0.1473 loss_giou_enc: 0.474 loss_class_dn: 0.0793 loss_bbox_dn: 0.1864 loss_giou_dn: 0.4455 loss_class_dn_0: 0.1252 loss_bbox_dn_0: 0.2652 loss_giou_dn_0: 0.5837 loss_class_dn_1: 0.09999 loss_bbox_dn_1: 0.2112 loss_giou_dn_1: 0.4843 loss_class_dn_2: 0.08704 loss_bbox_dn_2: 0.194 loss_giou_dn_2: 0.457 loss_class_dn_3: 0.08382 loss_bbox_dn_3: 0.1885 loss_giou_dn_3: 0.4479 loss_class_dn_4: 0.08124 loss_bbox_dn_4: 0.1866 loss_giou_dn_4: 0.4453 time: 1.1151 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 01:01:54 d2.utils.events]: eta: 2 days, 12:56:42 iter: 25999 total_loss: 10.96 loss_class: 0.2926 loss_bbox: 0.1272 loss_giou: 0.4148 loss_class_0: 0.3484 loss_bbox_0: 0.1353 loss_giou_0: 0.4291 loss_class_1: 0.3121 loss_bbox_1: 0.136 loss_giou_1: 0.4289 loss_class_2: 0.2978 loss_bbox_2: 0.1305 loss_giou_2: 0.4203 loss_class_3: 0.2964 loss_bbox_3: 0.127 loss_giou_3: 0.4154 loss_class_4: 0.2946 loss_bbox_4: 0.1269 loss_giou_4: 0.4148 loss_class_enc: 0.3427 loss_bbox_enc: 0.1577 loss_giou_enc: 0.4698 loss_class_dn: 0.08766 loss_bbox_dn: 0.1952 loss_giou_dn: 0.4516 loss_class_dn_0: 0.1331 loss_bbox_dn_0: 0.2723 loss_giou_dn_0: 0.5862 loss_class_dn_1: 0.1068 loss_bbox_dn_1: 0.2179 loss_giou_dn_1: 0.4889 loss_class_dn_2: 0.09618 loss_bbox_dn_2: 0.201 loss_giou_dn_2: 0.4647 loss_class_dn_3: 0.09352 loss_bbox_dn_3: 0.1962 loss_giou_dn_3: 0.4538 loss_class_dn_4: 0.08944 loss_bbox_dn_4: 0.1951 loss_giou_dn_4: 0.4515 time: 1.1151 data_time: 0.0928 lr: 0.0001 max_mem: 43217M [05/20 01:02:50 d2.utils.events]: eta: 2 days, 12:53:16 iter: 26049 total_loss: 10.92 loss_class: 0.2918 loss_bbox: 0.1291 loss_giou: 0.4204 loss_class_0: 0.3441 loss_bbox_0: 0.1377 loss_giou_0: 0.4437 loss_class_1: 0.3086 loss_bbox_1: 0.1361 loss_giou_1: 0.4346 loss_class_2: 0.2959 loss_bbox_2: 0.1327 loss_giou_2: 0.429 loss_class_3: 0.2946 loss_bbox_3: 0.1291 loss_giou_3: 0.4244 loss_class_4: 0.2911 loss_bbox_4: 0.1296 loss_giou_4: 0.4206 loss_class_enc: 0.3368 loss_bbox_enc: 0.1557 loss_giou_enc: 0.4838 loss_class_dn: 0.08579 loss_bbox_dn: 0.1976 loss_giou_dn: 0.4567 loss_class_dn_0: 0.1322 loss_bbox_dn_0: 0.2763 loss_giou_dn_0: 0.5927 loss_class_dn_1: 0.1057 loss_bbox_dn_1: 0.2199 loss_giou_dn_1: 0.4947 loss_class_dn_2: 0.09544 loss_bbox_dn_2: 0.2026 loss_giou_dn_2: 0.4687 loss_class_dn_3: 0.09247 loss_bbox_dn_3: 0.1985 loss_giou_dn_3: 0.4588 loss_class_dn_4: 0.08816 loss_bbox_dn_4: 0.1977 loss_giou_dn_4: 0.4567 time: 1.1151 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 01:03:46 d2.utils.events]: eta: 2 days, 12:56:25 iter: 26099 total_loss: 10.85 loss_class: 0.2845 loss_bbox: 0.1269 loss_giou: 0.4328 loss_class_0: 0.3448 loss_bbox_0: 0.1355 loss_giou_0: 0.4465 loss_class_1: 0.3038 loss_bbox_1: 0.1337 loss_giou_1: 0.4433 loss_class_2: 0.291 loss_bbox_2: 0.1283 loss_giou_2: 0.438 loss_class_3: 0.2897 loss_bbox_3: 0.1279 loss_giou_3: 0.4343 loss_class_4: 0.2858 loss_bbox_4: 0.127 loss_giou_4: 0.4331 loss_class_enc: 0.3367 loss_bbox_enc: 0.1572 loss_giou_enc: 0.4864 loss_class_dn: 0.08046 loss_bbox_dn: 0.1885 loss_giou_dn: 0.4559 loss_class_dn_0: 0.1286 loss_bbox_dn_0: 0.2625 loss_giou_dn_0: 0.5981 loss_class_dn_1: 0.1003 loss_bbox_dn_1: 0.2129 loss_giou_dn_1: 0.497 loss_class_dn_2: 0.08974 loss_bbox_dn_2: 0.1933 loss_giou_dn_2: 0.4684 loss_class_dn_3: 0.08532 loss_bbox_dn_3: 0.1893 loss_giou_dn_3: 0.4583 loss_class_dn_4: 0.08199 loss_bbox_dn_4: 0.1886 loss_giou_dn_4: 0.456 time: 1.1151 data_time: 0.1026 lr: 0.0001 max_mem: 43217M [05/20 01:04:42 d2.utils.events]: eta: 2 days, 12:54:59 iter: 26149 total_loss: 10.96 loss_class: 0.2898 loss_bbox: 0.1301 loss_giou: 0.4241 loss_class_0: 0.3493 loss_bbox_0: 0.1374 loss_giou_0: 0.4392 loss_class_1: 0.3074 loss_bbox_1: 0.1366 loss_giou_1: 0.4358 loss_class_2: 0.2974 loss_bbox_2: 0.1327 loss_giou_2: 0.4299 loss_class_3: 0.2959 loss_bbox_3: 0.1305 loss_giou_3: 0.4259 loss_class_4: 0.2916 loss_bbox_4: 0.1296 loss_giou_4: 0.4233 loss_class_enc: 0.3391 loss_bbox_enc: 0.1591 loss_giou_enc: 0.4774 loss_class_dn: 0.086 loss_bbox_dn: 0.1996 loss_giou_dn: 0.4547 loss_class_dn_0: 0.1307 loss_bbox_dn_0: 0.2833 loss_giou_dn_0: 0.5931 loss_class_dn_1: 0.1038 loss_bbox_dn_1: 0.2265 loss_giou_dn_1: 0.4971 loss_class_dn_2: 0.09369 loss_bbox_dn_2: 0.2079 loss_giou_dn_2: 0.47 loss_class_dn_3: 0.09088 loss_bbox_dn_3: 0.2007 loss_giou_dn_3: 0.4582 loss_class_dn_4: 0.08793 loss_bbox_dn_4: 0.1995 loss_giou_dn_4: 0.4549 time: 1.1151 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 01:05:37 d2.utils.events]: eta: 2 days, 12:50:39 iter: 26199 total_loss: 10.77 loss_class: 0.2784 loss_bbox: 0.1292 loss_giou: 0.4061 loss_class_0: 0.3367 loss_bbox_0: 0.1367 loss_giou_0: 0.4219 loss_class_1: 0.2988 loss_bbox_1: 0.1338 loss_giou_1: 0.4186 loss_class_2: 0.2867 loss_bbox_2: 0.1331 loss_giou_2: 0.4121 loss_class_3: 0.2819 loss_bbox_3: 0.1298 loss_giou_3: 0.4076 loss_class_4: 0.2801 loss_bbox_4: 0.1296 loss_giou_4: 0.4071 loss_class_enc: 0.3315 loss_bbox_enc: 0.1572 loss_giou_enc: 0.4644 loss_class_dn: 0.08304 loss_bbox_dn: 0.1956 loss_giou_dn: 0.4436 loss_class_dn_0: 0.1288 loss_bbox_dn_0: 0.2766 loss_giou_dn_0: 0.5809 loss_class_dn_1: 0.1015 loss_bbox_dn_1: 0.2203 loss_giou_dn_1: 0.4854 loss_class_dn_2: 0.09067 loss_bbox_dn_2: 0.2007 loss_giou_dn_2: 0.4555 loss_class_dn_3: 0.08822 loss_bbox_dn_3: 0.1971 loss_giou_dn_3: 0.446 loss_class_dn_4: 0.085 loss_bbox_dn_4: 0.1957 loss_giou_dn_4: 0.4434 time: 1.1151 data_time: 0.0994 lr: 0.0001 max_mem: 43217M [05/20 01:06:33 d2.utils.events]: eta: 2 days, 12:49:35 iter: 26249 total_loss: 10.71 loss_class: 0.2819 loss_bbox: 0.1314 loss_giou: 0.4017 loss_class_0: 0.3403 loss_bbox_0: 0.1395 loss_giou_0: 0.4211 loss_class_1: 0.3054 loss_bbox_1: 0.137 loss_giou_1: 0.4167 loss_class_2: 0.288 loss_bbox_2: 0.1337 loss_giou_2: 0.4111 loss_class_3: 0.2866 loss_bbox_3: 0.1326 loss_giou_3: 0.4063 loss_class_4: 0.283 loss_bbox_4: 0.1313 loss_giou_4: 0.4013 loss_class_enc: 0.3326 loss_bbox_enc: 0.1597 loss_giou_enc: 0.4615 loss_class_dn: 0.08151 loss_bbox_dn: 0.1959 loss_giou_dn: 0.4398 loss_class_dn_0: 0.1271 loss_bbox_dn_0: 0.2762 loss_giou_dn_0: 0.5807 loss_class_dn_1: 0.1012 loss_bbox_dn_1: 0.2182 loss_giou_dn_1: 0.4795 loss_class_dn_2: 0.08855 loss_bbox_dn_2: 0.2011 loss_giou_dn_2: 0.4513 loss_class_dn_3: 0.08547 loss_bbox_dn_3: 0.1967 loss_giou_dn_3: 0.4427 loss_class_dn_4: 0.08227 loss_bbox_dn_4: 0.1962 loss_giou_dn_4: 0.4399 time: 1.1150 data_time: 0.0959 lr: 0.0001 max_mem: 43217M [05/20 01:07:29 d2.utils.events]: eta: 2 days, 12:45:43 iter: 26299 total_loss: 10.77 loss_class: 0.2845 loss_bbox: 0.1277 loss_giou: 0.4099 loss_class_0: 0.3368 loss_bbox_0: 0.1357 loss_giou_0: 0.4286 loss_class_1: 0.3032 loss_bbox_1: 0.1335 loss_giou_1: 0.4262 loss_class_2: 0.2887 loss_bbox_2: 0.1313 loss_giou_2: 0.4172 loss_class_3: 0.2863 loss_bbox_3: 0.1287 loss_giou_3: 0.4129 loss_class_4: 0.2845 loss_bbox_4: 0.1278 loss_giou_4: 0.4109 loss_class_enc: 0.3308 loss_bbox_enc: 0.155 loss_giou_enc: 0.4658 loss_class_dn: 0.08125 loss_bbox_dn: 0.189 loss_giou_dn: 0.4417 loss_class_dn_0: 0.1274 loss_bbox_dn_0: 0.2653 loss_giou_dn_0: 0.5855 loss_class_dn_1: 0.1014 loss_bbox_dn_1: 0.2131 loss_giou_dn_1: 0.4861 loss_class_dn_2: 0.08929 loss_bbox_dn_2: 0.1959 loss_giou_dn_2: 0.4559 loss_class_dn_3: 0.086 loss_bbox_dn_3: 0.1907 loss_giou_dn_3: 0.4445 loss_class_dn_4: 0.08252 loss_bbox_dn_4: 0.189 loss_giou_dn_4: 0.4415 time: 1.1150 data_time: 0.0920 lr: 0.0001 max_mem: 43217M [05/20 01:08:25 d2.utils.events]: eta: 2 days, 12:44:08 iter: 26349 total_loss: 10.77 loss_class: 0.2824 loss_bbox: 0.13 loss_giou: 0.4294 loss_class_0: 0.3348 loss_bbox_0: 0.1366 loss_giou_0: 0.4427 loss_class_1: 0.3002 loss_bbox_1: 0.1356 loss_giou_1: 0.4405 loss_class_2: 0.2876 loss_bbox_2: 0.1322 loss_giou_2: 0.4368 loss_class_3: 0.2849 loss_bbox_3: 0.1308 loss_giou_3: 0.4332 loss_class_4: 0.2833 loss_bbox_4: 0.1302 loss_giou_4: 0.4305 loss_class_enc: 0.3281 loss_bbox_enc: 0.1548 loss_giou_enc: 0.4871 loss_class_dn: 0.07948 loss_bbox_dn: 0.187 loss_giou_dn: 0.4502 loss_class_dn_0: 0.1237 loss_bbox_dn_0: 0.2632 loss_giou_dn_0: 0.5863 loss_class_dn_1: 0.0972 loss_bbox_dn_1: 0.2091 loss_giou_dn_1: 0.4898 loss_class_dn_2: 0.08681 loss_bbox_dn_2: 0.1918 loss_giou_dn_2: 0.462 loss_class_dn_3: 0.08399 loss_bbox_dn_3: 0.188 loss_giou_dn_3: 0.4537 loss_class_dn_4: 0.08088 loss_bbox_dn_4: 0.1871 loss_giou_dn_4: 0.4501 time: 1.1150 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/20 01:09:21 d2.utils.events]: eta: 2 days, 12:46:05 iter: 26399 total_loss: 10.89 loss_class: 0.2877 loss_bbox: 0.1316 loss_giou: 0.4221 loss_class_0: 0.3464 loss_bbox_0: 0.1383 loss_giou_0: 0.4427 loss_class_1: 0.3062 loss_bbox_1: 0.1369 loss_giou_1: 0.433 loss_class_2: 0.2914 loss_bbox_2: 0.1335 loss_giou_2: 0.4315 loss_class_3: 0.2898 loss_bbox_3: 0.1318 loss_giou_3: 0.4272 loss_class_4: 0.2882 loss_bbox_4: 0.1316 loss_giou_4: 0.4242 loss_class_enc: 0.3379 loss_bbox_enc: 0.1578 loss_giou_enc: 0.4819 loss_class_dn: 0.08112 loss_bbox_dn: 0.1858 loss_giou_dn: 0.451 loss_class_dn_0: 0.1261 loss_bbox_dn_0: 0.263 loss_giou_dn_0: 0.59 loss_class_dn_1: 0.09772 loss_bbox_dn_1: 0.2079 loss_giou_dn_1: 0.4934 loss_class_dn_2: 0.0881 loss_bbox_dn_2: 0.1915 loss_giou_dn_2: 0.4638 loss_class_dn_3: 0.08551 loss_bbox_dn_3: 0.187 loss_giou_dn_3: 0.4534 loss_class_dn_4: 0.08271 loss_bbox_dn_4: 0.1858 loss_giou_dn_4: 0.4509 time: 1.1150 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/20 01:10:16 d2.utils.events]: eta: 2 days, 12:44:38 iter: 26449 total_loss: 10.95 loss_class: 0.2904 loss_bbox: 0.1318 loss_giou: 0.4173 loss_class_0: 0.347 loss_bbox_0: 0.1385 loss_giou_0: 0.4336 loss_class_1: 0.3111 loss_bbox_1: 0.1363 loss_giou_1: 0.429 loss_class_2: 0.2997 loss_bbox_2: 0.1361 loss_giou_2: 0.4222 loss_class_3: 0.2956 loss_bbox_3: 0.1325 loss_giou_3: 0.4187 loss_class_4: 0.2902 loss_bbox_4: 0.1308 loss_giou_4: 0.4166 loss_class_enc: 0.3403 loss_bbox_enc: 0.1582 loss_giou_enc: 0.4812 loss_class_dn: 0.08777 loss_bbox_dn: 0.1928 loss_giou_dn: 0.4429 loss_class_dn_0: 0.133 loss_bbox_dn_0: 0.2685 loss_giou_dn_0: 0.5867 loss_class_dn_1: 0.1089 loss_bbox_dn_1: 0.2136 loss_giou_dn_1: 0.4842 loss_class_dn_2: 0.09589 loss_bbox_dn_2: 0.1976 loss_giou_dn_2: 0.4573 loss_class_dn_3: 0.09234 loss_bbox_dn_3: 0.1934 loss_giou_dn_3: 0.4459 loss_class_dn_4: 0.0889 loss_bbox_dn_4: 0.1928 loss_giou_dn_4: 0.4429 time: 1.1150 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/20 01:11:12 d2.utils.events]: eta: 2 days, 12:49:04 iter: 26499 total_loss: 10.85 loss_class: 0.2887 loss_bbox: 0.1287 loss_giou: 0.4112 loss_class_0: 0.3436 loss_bbox_0: 0.1368 loss_giou_0: 0.4284 loss_class_1: 0.3088 loss_bbox_1: 0.1344 loss_giou_1: 0.4258 loss_class_2: 0.2942 loss_bbox_2: 0.1311 loss_giou_2: 0.4189 loss_class_3: 0.2915 loss_bbox_3: 0.1297 loss_giou_3: 0.4139 loss_class_4: 0.2903 loss_bbox_4: 0.1286 loss_giou_4: 0.412 loss_class_enc: 0.3381 loss_bbox_enc: 0.1579 loss_giou_enc: 0.4718 loss_class_dn: 0.08565 loss_bbox_dn: 0.1979 loss_giou_dn: 0.4546 loss_class_dn_0: 0.1302 loss_bbox_dn_0: 0.2733 loss_giou_dn_0: 0.5893 loss_class_dn_1: 0.1019 loss_bbox_dn_1: 0.2189 loss_giou_dn_1: 0.494 loss_class_dn_2: 0.0924 loss_bbox_dn_2: 0.2013 loss_giou_dn_2: 0.4679 loss_class_dn_3: 0.08983 loss_bbox_dn_3: 0.1987 loss_giou_dn_3: 0.4575 loss_class_dn_4: 0.08662 loss_bbox_dn_4: 0.1979 loss_giou_dn_4: 0.4543 time: 1.1150 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 01:12:08 d2.utils.events]: eta: 2 days, 12:49:25 iter: 26549 total_loss: 10.84 loss_class: 0.2821 loss_bbox: 0.1259 loss_giou: 0.4101 loss_class_0: 0.3298 loss_bbox_0: 0.1336 loss_giou_0: 0.4278 loss_class_1: 0.2997 loss_bbox_1: 0.1319 loss_giou_1: 0.4192 loss_class_2: 0.2886 loss_bbox_2: 0.1281 loss_giou_2: 0.4159 loss_class_3: 0.2851 loss_bbox_3: 0.1273 loss_giou_3: 0.411 loss_class_4: 0.2832 loss_bbox_4: 0.1262 loss_giou_4: 0.4094 loss_class_enc: 0.3336 loss_bbox_enc: 0.1537 loss_giou_enc: 0.4688 loss_class_dn: 0.08539 loss_bbox_dn: 0.1834 loss_giou_dn: 0.4433 loss_class_dn_0: 0.1324 loss_bbox_dn_0: 0.2671 loss_giou_dn_0: 0.583 loss_class_dn_1: 0.103 loss_bbox_dn_1: 0.2081 loss_giou_dn_1: 0.486 loss_class_dn_2: 0.09173 loss_bbox_dn_2: 0.1898 loss_giou_dn_2: 0.4577 loss_class_dn_3: 0.0895 loss_bbox_dn_3: 0.1847 loss_giou_dn_3: 0.4457 loss_class_dn_4: 0.0866 loss_bbox_dn_4: 0.1837 loss_giou_dn_4: 0.4432 time: 1.1150 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 01:13:05 d2.utils.events]: eta: 2 days, 12:49:50 iter: 26599 total_loss: 10.89 loss_class: 0.2881 loss_bbox: 0.1293 loss_giou: 0.4171 loss_class_0: 0.3463 loss_bbox_0: 0.1365 loss_giou_0: 0.4311 loss_class_1: 0.3075 loss_bbox_1: 0.1337 loss_giou_1: 0.4274 loss_class_2: 0.2932 loss_bbox_2: 0.1304 loss_giou_2: 0.4239 loss_class_3: 0.2914 loss_bbox_3: 0.1301 loss_giou_3: 0.4189 loss_class_4: 0.2892 loss_bbox_4: 0.1287 loss_giou_4: 0.4158 loss_class_enc: 0.3386 loss_bbox_enc: 0.1559 loss_giou_enc: 0.4709 loss_class_dn: 0.08594 loss_bbox_dn: 0.1918 loss_giou_dn: 0.4486 loss_class_dn_0: 0.1343 loss_bbox_dn_0: 0.2754 loss_giou_dn_0: 0.5899 loss_class_dn_1: 0.1075 loss_bbox_dn_1: 0.2156 loss_giou_dn_1: 0.4896 loss_class_dn_2: 0.09376 loss_bbox_dn_2: 0.197 loss_giou_dn_2: 0.4612 loss_class_dn_3: 0.09034 loss_bbox_dn_3: 0.1927 loss_giou_dn_3: 0.4508 loss_class_dn_4: 0.08674 loss_bbox_dn_4: 0.1919 loss_giou_dn_4: 0.4484 time: 1.1150 data_time: 0.0922 lr: 0.0001 max_mem: 43217M [05/20 01:14:02 d2.utils.events]: eta: 2 days, 12:50:21 iter: 26649 total_loss: 10.7 loss_class: 0.2819 loss_bbox: 0.1245 loss_giou: 0.4068 loss_class_0: 0.3335 loss_bbox_0: 0.1322 loss_giou_0: 0.4227 loss_class_1: 0.2975 loss_bbox_1: 0.1281 loss_giou_1: 0.4198 loss_class_2: 0.2852 loss_bbox_2: 0.1269 loss_giou_2: 0.4117 loss_class_3: 0.2849 loss_bbox_3: 0.1244 loss_giou_3: 0.4086 loss_class_4: 0.2824 loss_bbox_4: 0.125 loss_giou_4: 0.4081 loss_class_enc: 0.3313 loss_bbox_enc: 0.1479 loss_giou_enc: 0.4567 loss_class_dn: 0.08251 loss_bbox_dn: 0.1878 loss_giou_dn: 0.4396 loss_class_dn_0: 0.1268 loss_bbox_dn_0: 0.2635 loss_giou_dn_0: 0.5786 loss_class_dn_1: 0.1005 loss_bbox_dn_1: 0.2082 loss_giou_dn_1: 0.4797 loss_class_dn_2: 0.08945 loss_bbox_dn_2: 0.1934 loss_giou_dn_2: 0.4527 loss_class_dn_3: 0.08638 loss_bbox_dn_3: 0.1883 loss_giou_dn_3: 0.4415 loss_class_dn_4: 0.08371 loss_bbox_dn_4: 0.1879 loss_giou_dn_4: 0.4395 time: 1.1151 data_time: 0.0925 lr: 0.0001 max_mem: 43217M [05/20 01:14:57 d2.utils.events]: eta: 2 days, 12:49:26 iter: 26699 total_loss: 10.72 loss_class: 0.2874 loss_bbox: 0.1287 loss_giou: 0.4088 loss_class_0: 0.3375 loss_bbox_0: 0.1391 loss_giou_0: 0.4338 loss_class_1: 0.3055 loss_bbox_1: 0.1356 loss_giou_1: 0.4287 loss_class_2: 0.2897 loss_bbox_2: 0.1319 loss_giou_2: 0.4194 loss_class_3: 0.2901 loss_bbox_3: 0.1296 loss_giou_3: 0.4126 loss_class_4: 0.2883 loss_bbox_4: 0.1281 loss_giou_4: 0.4083 loss_class_enc: 0.3308 loss_bbox_enc: 0.1566 loss_giou_enc: 0.4685 loss_class_dn: 0.08166 loss_bbox_dn: 0.1911 loss_giou_dn: 0.4431 loss_class_dn_0: 0.1274 loss_bbox_dn_0: 0.2607 loss_giou_dn_0: 0.5743 loss_class_dn_1: 0.09887 loss_bbox_dn_1: 0.2093 loss_giou_dn_1: 0.4818 loss_class_dn_2: 0.0882 loss_bbox_dn_2: 0.1963 loss_giou_dn_2: 0.4541 loss_class_dn_3: 0.08438 loss_bbox_dn_3: 0.1919 loss_giou_dn_3: 0.4451 loss_class_dn_4: 0.08248 loss_bbox_dn_4: 0.1911 loss_giou_dn_4: 0.443 time: 1.1151 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 01:15:53 d2.utils.events]: eta: 2 days, 12:48:06 iter: 26749 total_loss: 10.75 loss_class: 0.2802 loss_bbox: 0.1269 loss_giou: 0.4207 loss_class_0: 0.3367 loss_bbox_0: 0.1364 loss_giou_0: 0.4369 loss_class_1: 0.2985 loss_bbox_1: 0.1339 loss_giou_1: 0.4337 loss_class_2: 0.2851 loss_bbox_2: 0.1299 loss_giou_2: 0.431 loss_class_3: 0.2833 loss_bbox_3: 0.1268 loss_giou_3: 0.4234 loss_class_4: 0.2812 loss_bbox_4: 0.1273 loss_giou_4: 0.4204 loss_class_enc: 0.3285 loss_bbox_enc: 0.1554 loss_giou_enc: 0.4767 loss_class_dn: 0.08048 loss_bbox_dn: 0.1901 loss_giou_dn: 0.4436 loss_class_dn_0: 0.1244 loss_bbox_dn_0: 0.271 loss_giou_dn_0: 0.5847 loss_class_dn_1: 0.09893 loss_bbox_dn_1: 0.2164 loss_giou_dn_1: 0.4868 loss_class_dn_2: 0.0878 loss_bbox_dn_2: 0.1982 loss_giou_dn_2: 0.4571 loss_class_dn_3: 0.08543 loss_bbox_dn_3: 0.1918 loss_giou_dn_3: 0.446 loss_class_dn_4: 0.08168 loss_bbox_dn_4: 0.1901 loss_giou_dn_4: 0.4433 time: 1.1150 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/20 01:16:49 d2.utils.events]: eta: 2 days, 12:48:05 iter: 26799 total_loss: 10.88 loss_class: 0.2901 loss_bbox: 0.1277 loss_giou: 0.4287 loss_class_0: 0.3422 loss_bbox_0: 0.1363 loss_giou_0: 0.4399 loss_class_1: 0.3056 loss_bbox_1: 0.1348 loss_giou_1: 0.4398 loss_class_2: 0.294 loss_bbox_2: 0.1319 loss_giou_2: 0.4357 loss_class_3: 0.2943 loss_bbox_3: 0.1292 loss_giou_3: 0.4291 loss_class_4: 0.289 loss_bbox_4: 0.1275 loss_giou_4: 0.428 loss_class_enc: 0.3386 loss_bbox_enc: 0.1582 loss_giou_enc: 0.4826 loss_class_dn: 0.08292 loss_bbox_dn: 0.1867 loss_giou_dn: 0.4509 loss_class_dn_0: 0.1297 loss_bbox_dn_0: 0.2622 loss_giou_dn_0: 0.5926 loss_class_dn_1: 0.103 loss_bbox_dn_1: 0.2092 loss_giou_dn_1: 0.4916 loss_class_dn_2: 0.09177 loss_bbox_dn_2: 0.192 loss_giou_dn_2: 0.4639 loss_class_dn_3: 0.08824 loss_bbox_dn_3: 0.1878 loss_giou_dn_3: 0.4534 loss_class_dn_4: 0.0845 loss_bbox_dn_4: 0.1867 loss_giou_dn_4: 0.4509 time: 1.1150 data_time: 0.1028 lr: 0.0001 max_mem: 43217M [05/20 01:17:45 d2.utils.events]: eta: 2 days, 12:50:24 iter: 26849 total_loss: 10.72 loss_class: 0.2858 loss_bbox: 0.1273 loss_giou: 0.4064 loss_class_0: 0.3408 loss_bbox_0: 0.1372 loss_giou_0: 0.4254 loss_class_1: 0.3027 loss_bbox_1: 0.1343 loss_giou_1: 0.4198 loss_class_2: 0.2906 loss_bbox_2: 0.129 loss_giou_2: 0.4119 loss_class_3: 0.2898 loss_bbox_3: 0.1277 loss_giou_3: 0.408 loss_class_4: 0.2886 loss_bbox_4: 0.1269 loss_giou_4: 0.4054 loss_class_enc: 0.3343 loss_bbox_enc: 0.1543 loss_giou_enc: 0.4631 loss_class_dn: 0.08404 loss_bbox_dn: 0.1981 loss_giou_dn: 0.4435 loss_class_dn_0: 0.1294 loss_bbox_dn_0: 0.276 loss_giou_dn_0: 0.5801 loss_class_dn_1: 0.1036 loss_bbox_dn_1: 0.22 loss_giou_dn_1: 0.481 loss_class_dn_2: 0.09212 loss_bbox_dn_2: 0.2037 loss_giou_dn_2: 0.4566 loss_class_dn_3: 0.08818 loss_bbox_dn_3: 0.1998 loss_giou_dn_3: 0.4462 loss_class_dn_4: 0.0852 loss_bbox_dn_4: 0.1982 loss_giou_dn_4: 0.4435 time: 1.1150 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 01:18:42 d2.utils.events]: eta: 2 days, 12:46:01 iter: 26899 total_loss: 10.74 loss_class: 0.2825 loss_bbox: 0.127 loss_giou: 0.4291 loss_class_0: 0.3406 loss_bbox_0: 0.1333 loss_giou_0: 0.445 loss_class_1: 0.3021 loss_bbox_1: 0.1335 loss_giou_1: 0.4399 loss_class_2: 0.2905 loss_bbox_2: 0.1289 loss_giou_2: 0.4345 loss_class_3: 0.2866 loss_bbox_3: 0.1269 loss_giou_3: 0.4332 loss_class_4: 0.2852 loss_bbox_4: 0.1266 loss_giou_4: 0.4285 loss_class_enc: 0.3354 loss_bbox_enc: 0.1505 loss_giou_enc: 0.4783 loss_class_dn: 0.08106 loss_bbox_dn: 0.1832 loss_giou_dn: 0.4432 loss_class_dn_0: 0.1264 loss_bbox_dn_0: 0.2613 loss_giou_dn_0: 0.5847 loss_class_dn_1: 0.09926 loss_bbox_dn_1: 0.2047 loss_giou_dn_1: 0.4847 loss_class_dn_2: 0.08875 loss_bbox_dn_2: 0.1888 loss_giou_dn_2: 0.4557 loss_class_dn_3: 0.08562 loss_bbox_dn_3: 0.1842 loss_giou_dn_3: 0.4458 loss_class_dn_4: 0.08257 loss_bbox_dn_4: 0.1833 loss_giou_dn_4: 0.4428 time: 1.1151 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 01:19:38 d2.utils.events]: eta: 2 days, 12:44:25 iter: 26949 total_loss: 10.93 loss_class: 0.2903 loss_bbox: 0.1265 loss_giou: 0.4146 loss_class_0: 0.344 loss_bbox_0: 0.1361 loss_giou_0: 0.4365 loss_class_1: 0.3085 loss_bbox_1: 0.1329 loss_giou_1: 0.4307 loss_class_2: 0.2976 loss_bbox_2: 0.1288 loss_giou_2: 0.4198 loss_class_3: 0.294 loss_bbox_3: 0.1279 loss_giou_3: 0.4161 loss_class_4: 0.2914 loss_bbox_4: 0.1268 loss_giou_4: 0.4149 loss_class_enc: 0.3348 loss_bbox_enc: 0.152 loss_giou_enc: 0.4746 loss_class_dn: 0.08575 loss_bbox_dn: 0.1908 loss_giou_dn: 0.4535 loss_class_dn_0: 0.1323 loss_bbox_dn_0: 0.2699 loss_giou_dn_0: 0.5928 loss_class_dn_1: 0.105 loss_bbox_dn_1: 0.2132 loss_giou_dn_1: 0.4935 loss_class_dn_2: 0.09391 loss_bbox_dn_2: 0.1979 loss_giou_dn_2: 0.4665 loss_class_dn_3: 0.09073 loss_bbox_dn_3: 0.1918 loss_giou_dn_3: 0.4556 loss_class_dn_4: 0.08825 loss_bbox_dn_4: 0.1907 loss_giou_dn_4: 0.4536 time: 1.1150 data_time: 0.0897 lr: 0.0001 max_mem: 43217M [05/20 01:20:34 d2.utils.events]: eta: 2 days, 12:42:33 iter: 26999 total_loss: 10.87 loss_class: 0.2911 loss_bbox: 0.124 loss_giou: 0.4167 loss_class_0: 0.3458 loss_bbox_0: 0.135 loss_giou_0: 0.4348 loss_class_1: 0.3094 loss_bbox_1: 0.133 loss_giou_1: 0.4307 loss_class_2: 0.2972 loss_bbox_2: 0.1275 loss_giou_2: 0.4241 loss_class_3: 0.295 loss_bbox_3: 0.1261 loss_giou_3: 0.4193 loss_class_4: 0.2925 loss_bbox_4: 0.125 loss_giou_4: 0.4175 loss_class_enc: 0.3347 loss_bbox_enc: 0.1522 loss_giou_enc: 0.4742 loss_class_dn: 0.08143 loss_bbox_dn: 0.1889 loss_giou_dn: 0.4488 loss_class_dn_0: 0.1287 loss_bbox_dn_0: 0.2683 loss_giou_dn_0: 0.5847 loss_class_dn_1: 0.1019 loss_bbox_dn_1: 0.2159 loss_giou_dn_1: 0.49 loss_class_dn_2: 0.08953 loss_bbox_dn_2: 0.1961 loss_giou_dn_2: 0.4619 loss_class_dn_3: 0.08577 loss_bbox_dn_3: 0.1907 loss_giou_dn_3: 0.4513 loss_class_dn_4: 0.08284 loss_bbox_dn_4: 0.189 loss_giou_dn_4: 0.4486 time: 1.1151 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 01:21:30 d2.utils.events]: eta: 2 days, 12:41:38 iter: 27049 total_loss: 10.93 loss_class: 0.2895 loss_bbox: 0.129 loss_giou: 0.4268 loss_class_0: 0.3419 loss_bbox_0: 0.1358 loss_giou_0: 0.4441 loss_class_1: 0.3061 loss_bbox_1: 0.1344 loss_giou_1: 0.4436 loss_class_2: 0.2916 loss_bbox_2: 0.1335 loss_giou_2: 0.4363 loss_class_3: 0.2904 loss_bbox_3: 0.1298 loss_giou_3: 0.4287 loss_class_4: 0.2886 loss_bbox_4: 0.1296 loss_giou_4: 0.4277 loss_class_enc: 0.3369 loss_bbox_enc: 0.1532 loss_giou_enc: 0.4881 loss_class_dn: 0.08527 loss_bbox_dn: 0.191 loss_giou_dn: 0.4497 loss_class_dn_0: 0.1302 loss_bbox_dn_0: 0.2696 loss_giou_dn_0: 0.5907 loss_class_dn_1: 0.1046 loss_bbox_dn_1: 0.2147 loss_giou_dn_1: 0.4927 loss_class_dn_2: 0.09268 loss_bbox_dn_2: 0.199 loss_giou_dn_2: 0.4619 loss_class_dn_3: 0.09039 loss_bbox_dn_3: 0.1924 loss_giou_dn_3: 0.4521 loss_class_dn_4: 0.08625 loss_bbox_dn_4: 0.1912 loss_giou_dn_4: 0.4495 time: 1.1151 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 01:22:26 d2.utils.events]: eta: 2 days, 12:39:19 iter: 27099 total_loss: 10.78 loss_class: 0.2798 loss_bbox: 0.1272 loss_giou: 0.4195 loss_class_0: 0.3383 loss_bbox_0: 0.1389 loss_giou_0: 0.4298 loss_class_1: 0.3032 loss_bbox_1: 0.135 loss_giou_1: 0.4283 loss_class_2: 0.2856 loss_bbox_2: 0.1314 loss_giou_2: 0.4253 loss_class_3: 0.2822 loss_bbox_3: 0.1283 loss_giou_3: 0.4215 loss_class_4: 0.2796 loss_bbox_4: 0.1278 loss_giou_4: 0.4204 loss_class_enc: 0.3322 loss_bbox_enc: 0.1595 loss_giou_enc: 0.4649 loss_class_dn: 0.08123 loss_bbox_dn: 0.1994 loss_giou_dn: 0.4461 loss_class_dn_0: 0.1246 loss_bbox_dn_0: 0.2741 loss_giou_dn_0: 0.5827 loss_class_dn_1: 0.09944 loss_bbox_dn_1: 0.2205 loss_giou_dn_1: 0.4852 loss_class_dn_2: 0.08753 loss_bbox_dn_2: 0.203 loss_giou_dn_2: 0.4581 loss_class_dn_3: 0.08566 loss_bbox_dn_3: 0.1999 loss_giou_dn_3: 0.4484 loss_class_dn_4: 0.08185 loss_bbox_dn_4: 0.1994 loss_giou_dn_4: 0.4461 time: 1.1151 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 01:23:22 d2.utils.events]: eta: 2 days, 12:38:23 iter: 27149 total_loss: 10.76 loss_class: 0.2872 loss_bbox: 0.1282 loss_giou: 0.414 loss_class_0: 0.3429 loss_bbox_0: 0.1365 loss_giou_0: 0.4358 loss_class_1: 0.3086 loss_bbox_1: 0.1338 loss_giou_1: 0.4287 loss_class_2: 0.293 loss_bbox_2: 0.1316 loss_giou_2: 0.4195 loss_class_3: 0.2899 loss_bbox_3: 0.1302 loss_giou_3: 0.417 loss_class_4: 0.2898 loss_bbox_4: 0.1293 loss_giou_4: 0.4135 loss_class_enc: 0.3361 loss_bbox_enc: 0.1572 loss_giou_enc: 0.4731 loss_class_dn: 0.08193 loss_bbox_dn: 0.1905 loss_giou_dn: 0.4486 loss_class_dn_0: 0.1294 loss_bbox_dn_0: 0.2668 loss_giou_dn_0: 0.587 loss_class_dn_1: 0.1012 loss_bbox_dn_1: 0.2145 loss_giou_dn_1: 0.489 loss_class_dn_2: 0.08857 loss_bbox_dn_2: 0.1961 loss_giou_dn_2: 0.4618 loss_class_dn_3: 0.08521 loss_bbox_dn_3: 0.1914 loss_giou_dn_3: 0.4509 loss_class_dn_4: 0.08311 loss_bbox_dn_4: 0.1906 loss_giou_dn_4: 0.4485 time: 1.1151 data_time: 0.0923 lr: 0.0001 max_mem: 43217M [05/20 01:24:18 d2.utils.events]: eta: 2 days, 12:38:49 iter: 27199 total_loss: 10.51 loss_class: 0.2779 loss_bbox: 0.1264 loss_giou: 0.4163 loss_class_0: 0.3287 loss_bbox_0: 0.1341 loss_giou_0: 0.4308 loss_class_1: 0.2932 loss_bbox_1: 0.1301 loss_giou_1: 0.4243 loss_class_2: 0.2847 loss_bbox_2: 0.1271 loss_giou_2: 0.4206 loss_class_3: 0.2809 loss_bbox_3: 0.1262 loss_giou_3: 0.4182 loss_class_4: 0.2797 loss_bbox_4: 0.1249 loss_giou_4: 0.4152 loss_class_enc: 0.3235 loss_bbox_enc: 0.1515 loss_giou_enc: 0.468 loss_class_dn: 0.07917 loss_bbox_dn: 0.1942 loss_giou_dn: 0.44 loss_class_dn_0: 0.1264 loss_bbox_dn_0: 0.2654 loss_giou_dn_0: 0.5757 loss_class_dn_1: 0.1 loss_bbox_dn_1: 0.2147 loss_giou_dn_1: 0.4799 loss_class_dn_2: 0.08701 loss_bbox_dn_2: 0.2007 loss_giou_dn_2: 0.4528 loss_class_dn_3: 0.08342 loss_bbox_dn_3: 0.1958 loss_giou_dn_3: 0.4429 loss_class_dn_4: 0.0802 loss_bbox_dn_4: 0.1943 loss_giou_dn_4: 0.4399 time: 1.1151 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 01:25:14 d2.utils.events]: eta: 2 days, 12:37:18 iter: 27249 total_loss: 10.89 loss_class: 0.2922 loss_bbox: 0.1271 loss_giou: 0.4211 loss_class_0: 0.349 loss_bbox_0: 0.1342 loss_giou_0: 0.4375 loss_class_1: 0.3133 loss_bbox_1: 0.1339 loss_giou_1: 0.4331 loss_class_2: 0.2989 loss_bbox_2: 0.1314 loss_giou_2: 0.4273 loss_class_3: 0.2956 loss_bbox_3: 0.1283 loss_giou_3: 0.4232 loss_class_4: 0.2945 loss_bbox_4: 0.127 loss_giou_4: 0.4211 loss_class_enc: 0.3406 loss_bbox_enc: 0.1524 loss_giou_enc: 0.4765 loss_class_dn: 0.08753 loss_bbox_dn: 0.1868 loss_giou_dn: 0.4414 loss_class_dn_0: 0.1346 loss_bbox_dn_0: 0.2607 loss_giou_dn_0: 0.5876 loss_class_dn_1: 0.1083 loss_bbox_dn_1: 0.2067 loss_giou_dn_1: 0.4833 loss_class_dn_2: 0.09556 loss_bbox_dn_2: 0.1923 loss_giou_dn_2: 0.4546 loss_class_dn_3: 0.09261 loss_bbox_dn_3: 0.1876 loss_giou_dn_3: 0.4442 loss_class_dn_4: 0.08883 loss_bbox_dn_4: 0.1868 loss_giou_dn_4: 0.4414 time: 1.1150 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 01:26:11 d2.utils.events]: eta: 2 days, 12:38:23 iter: 27299 total_loss: 10.91 loss_class: 0.2911 loss_bbox: 0.128 loss_giou: 0.4259 loss_class_0: 0.3445 loss_bbox_0: 0.1348 loss_giou_0: 0.4406 loss_class_1: 0.3091 loss_bbox_1: 0.132 loss_giou_1: 0.4361 loss_class_2: 0.2947 loss_bbox_2: 0.1301 loss_giou_2: 0.4317 loss_class_3: 0.2952 loss_bbox_3: 0.128 loss_giou_3: 0.4267 loss_class_4: 0.2927 loss_bbox_4: 0.1282 loss_giou_4: 0.4246 loss_class_enc: 0.3356 loss_bbox_enc: 0.1535 loss_giou_enc: 0.4824 loss_class_dn: 0.0825 loss_bbox_dn: 0.1886 loss_giou_dn: 0.4523 loss_class_dn_0: 0.1284 loss_bbox_dn_0: 0.2598 loss_giou_dn_0: 0.5852 loss_class_dn_1: 0.1018 loss_bbox_dn_1: 0.2084 loss_giou_dn_1: 0.4893 loss_class_dn_2: 0.09034 loss_bbox_dn_2: 0.1937 loss_giou_dn_2: 0.4641 loss_class_dn_3: 0.08709 loss_bbox_dn_3: 0.1899 loss_giou_dn_3: 0.454 loss_class_dn_4: 0.084 loss_bbox_dn_4: 0.1887 loss_giou_dn_4: 0.4523 time: 1.1151 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 01:27:08 d2.utils.events]: eta: 2 days, 12:39:10 iter: 27349 total_loss: 10.75 loss_class: 0.2832 loss_bbox: 0.1256 loss_giou: 0.4113 loss_class_0: 0.3367 loss_bbox_0: 0.1348 loss_giou_0: 0.4269 loss_class_1: 0.301 loss_bbox_1: 0.1319 loss_giou_1: 0.4229 loss_class_2: 0.2892 loss_bbox_2: 0.1283 loss_giou_2: 0.4172 loss_class_3: 0.2867 loss_bbox_3: 0.1259 loss_giou_3: 0.4112 loss_class_4: 0.2847 loss_bbox_4: 0.1268 loss_giou_4: 0.4125 loss_class_enc: 0.3279 loss_bbox_enc: 0.1562 loss_giou_enc: 0.4797 loss_class_dn: 0.079 loss_bbox_dn: 0.1835 loss_giou_dn: 0.4464 loss_class_dn_0: 0.1254 loss_bbox_dn_0: 0.2605 loss_giou_dn_0: 0.5872 loss_class_dn_1: 0.09889 loss_bbox_dn_1: 0.2075 loss_giou_dn_1: 0.4874 loss_class_dn_2: 0.08571 loss_bbox_dn_2: 0.1894 loss_giou_dn_2: 0.4591 loss_class_dn_3: 0.08301 loss_bbox_dn_3: 0.1848 loss_giou_dn_3: 0.4494 loss_class_dn_4: 0.07976 loss_bbox_dn_4: 0.1835 loss_giou_dn_4: 0.4462 time: 1.1151 data_time: 0.0931 lr: 0.0001 max_mem: 43217M [05/20 01:28:04 d2.utils.events]: eta: 2 days, 12:38:53 iter: 27399 total_loss: 10.45 loss_class: 0.2733 loss_bbox: 0.1248 loss_giou: 0.3936 loss_class_0: 0.3324 loss_bbox_0: 0.1331 loss_giou_0: 0.4129 loss_class_1: 0.2965 loss_bbox_1: 0.1313 loss_giou_1: 0.4079 loss_class_2: 0.2801 loss_bbox_2: 0.1284 loss_giou_2: 0.4029 loss_class_3: 0.2785 loss_bbox_3: 0.1263 loss_giou_3: 0.3964 loss_class_4: 0.2747 loss_bbox_4: 0.1246 loss_giou_4: 0.3928 loss_class_enc: 0.327 loss_bbox_enc: 0.1539 loss_giou_enc: 0.4562 loss_class_dn: 0.07845 loss_bbox_dn: 0.1917 loss_giou_dn: 0.4347 loss_class_dn_0: 0.123 loss_bbox_dn_0: 0.2727 loss_giou_dn_0: 0.5714 loss_class_dn_1: 0.09615 loss_bbox_dn_1: 0.2147 loss_giou_dn_1: 0.4727 loss_class_dn_2: 0.085 loss_bbox_dn_2: 0.1978 loss_giou_dn_2: 0.4462 loss_class_dn_3: 0.08212 loss_bbox_dn_3: 0.1931 loss_giou_dn_3: 0.4375 loss_class_dn_4: 0.07983 loss_bbox_dn_4: 0.1917 loss_giou_dn_4: 0.4346 time: 1.1151 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 01:29:00 d2.utils.events]: eta: 2 days, 12:40:30 iter: 27449 total_loss: 10.87 loss_class: 0.2893 loss_bbox: 0.1256 loss_giou: 0.4193 loss_class_0: 0.3444 loss_bbox_0: 0.1342 loss_giou_0: 0.4343 loss_class_1: 0.31 loss_bbox_1: 0.1334 loss_giou_1: 0.431 loss_class_2: 0.2943 loss_bbox_2: 0.1293 loss_giou_2: 0.4246 loss_class_3: 0.2929 loss_bbox_3: 0.126 loss_giou_3: 0.4204 loss_class_4: 0.2903 loss_bbox_4: 0.1247 loss_giou_4: 0.42 loss_class_enc: 0.3386 loss_bbox_enc: 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loss_class_dn_0: 0.132 loss_bbox_dn_0: 0.2691 loss_giou_dn_0: 0.5797 loss_class_dn_1: 0.1072 loss_bbox_dn_1: 0.2126 loss_giou_dn_1: 0.4802 loss_class_dn_2: 0.09473 loss_bbox_dn_2: 0.197 loss_giou_dn_2: 0.452 loss_class_dn_3: 0.09097 loss_bbox_dn_3: 0.1923 loss_giou_dn_3: 0.4419 loss_class_dn_4: 0.0872 loss_bbox_dn_4: 0.1911 loss_giou_dn_4: 0.4388 time: 1.1151 data_time: 0.0916 lr: 0.0001 max_mem: 43217M [05/20 01:41:09 d2.utils.events]: eta: 2 days, 12:31:51 iter: 28099 total_loss: 10.76 loss_class: 0.2829 loss_bbox: 0.1231 loss_giou: 0.4164 loss_class_0: 0.3359 loss_bbox_0: 0.1322 loss_giou_0: 0.4308 loss_class_1: 0.3024 loss_bbox_1: 0.1293 loss_giou_1: 0.427 loss_class_2: 0.2891 loss_bbox_2: 0.1251 loss_giou_2: 0.4214 loss_class_3: 0.2861 loss_bbox_3: 0.1242 loss_giou_3: 0.4187 loss_class_4: 0.2846 loss_bbox_4: 0.1234 loss_giou_4: 0.4169 loss_class_enc: 0.3331 loss_bbox_enc: 0.1503 loss_giou_enc: 0.4696 loss_class_dn: 0.08116 loss_bbox_dn: 0.1862 loss_giou_dn: 0.4488 loss_class_dn_0: 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loss_bbox_dn_0: 0.2734 loss_giou_dn_0: 0.5804 loss_class_dn_1: 0.09658 loss_bbox_dn_1: 0.2128 loss_giou_dn_1: 0.4836 loss_class_dn_2: 0.08496 loss_bbox_dn_2: 0.1965 loss_giou_dn_2: 0.4548 loss_class_dn_3: 0.08218 loss_bbox_dn_3: 0.1912 loss_giou_dn_3: 0.4439 loss_class_dn_4: 0.08038 loss_bbox_dn_4: 0.1896 loss_giou_dn_4: 0.44 time: 1.1151 data_time: 0.1046 lr: 0.0001 max_mem: 43217M [05/20 01:43:00 d2.utils.events]: eta: 2 days, 12:26:16 iter: 28199 total_loss: 10.6 loss_class: 0.2796 loss_bbox: 0.1267 loss_giou: 0.4095 loss_class_0: 0.3303 loss_bbox_0: 0.1344 loss_giou_0: 0.4252 loss_class_1: 0.2967 loss_bbox_1: 0.1299 loss_giou_1: 0.4184 loss_class_2: 0.2842 loss_bbox_2: 0.1299 loss_giou_2: 0.4116 loss_class_3: 0.282 loss_bbox_3: 0.1284 loss_giou_3: 0.4095 loss_class_4: 0.2808 loss_bbox_4: 0.1272 loss_giou_4: 0.4082 loss_class_enc: 0.3239 loss_bbox_enc: 0.1535 loss_giou_enc: 0.4618 loss_class_dn: 0.08009 loss_bbox_dn: 0.1837 loss_giou_dn: 0.4348 loss_class_dn_0: 0.1257 loss_bbox_dn_0: 0.2608 loss_giou_dn_0: 0.5723 loss_class_dn_1: 0.1002 loss_bbox_dn_1: 0.2055 loss_giou_dn_1: 0.474 loss_class_dn_2: 0.08876 loss_bbox_dn_2: 0.1891 loss_giou_dn_2: 0.4478 loss_class_dn_3: 0.08512 loss_bbox_dn_3: 0.1848 loss_giou_dn_3: 0.4375 loss_class_dn_4: 0.08202 loss_bbox_dn_4: 0.1838 loss_giou_dn_4: 0.4349 time: 1.1151 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/20 01:43:56 d2.utils.events]: eta: 2 days, 12:24:19 iter: 28249 total_loss: 10.52 loss_class: 0.2754 loss_bbox: 0.1229 loss_giou: 0.4099 loss_class_0: 0.3293 loss_bbox_0: 0.1323 loss_giou_0: 0.4233 loss_class_1: 0.2953 loss_bbox_1: 0.1292 loss_giou_1: 0.4231 loss_class_2: 0.2822 loss_bbox_2: 0.1266 loss_giou_2: 0.4154 loss_class_3: 0.2792 loss_bbox_3: 0.1242 loss_giou_3: 0.4113 loss_class_4: 0.2771 loss_bbox_4: 0.1243 loss_giou_4: 0.41 loss_class_enc: 0.325 loss_bbox_enc: 0.1507 loss_giou_enc: 0.4613 loss_class_dn: 0.07951 loss_bbox_dn: 0.1905 loss_giou_dn: 0.4336 loss_class_dn_0: 0.1267 loss_bbox_dn_0: 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loss_giou_dn_0: 0.5685 loss_class_dn_1: 0.09833 loss_bbox_dn_1: 0.2012 loss_giou_dn_1: 0.4676 loss_class_dn_2: 0.08642 loss_bbox_dn_2: 0.1855 loss_giou_dn_2: 0.4429 loss_class_dn_3: 0.08283 loss_bbox_dn_3: 0.1812 loss_giou_dn_3: 0.4337 loss_class_dn_4: 0.07885 loss_bbox_dn_4: 0.1804 loss_giou_dn_4: 0.431 time: 1.1151 data_time: 0.1030 lr: 0.0001 max_mem: 43217M [05/20 01:45:48 d2.utils.events]: eta: 2 days, 12:17:10 iter: 28349 total_loss: 10.43 loss_class: 0.2785 loss_bbox: 0.1216 loss_giou: 0.4103 loss_class_0: 0.3317 loss_bbox_0: 0.1322 loss_giou_0: 0.4261 loss_class_1: 0.2975 loss_bbox_1: 0.1293 loss_giou_1: 0.4189 loss_class_2: 0.2843 loss_bbox_2: 0.1255 loss_giou_2: 0.4157 loss_class_3: 0.2808 loss_bbox_3: 0.1233 loss_giou_3: 0.4099 loss_class_4: 0.281 loss_bbox_4: 0.1221 loss_giou_4: 0.4092 loss_class_enc: 0.3282 loss_bbox_enc: 0.1516 loss_giou_enc: 0.4696 loss_class_dn: 0.08089 loss_bbox_dn: 0.188 loss_giou_dn: 0.4334 loss_class_dn_0: 0.1279 loss_bbox_dn_0: 0.2676 loss_giou_dn_0: 0.5738 loss_class_dn_1: 0.1015 loss_bbox_dn_1: 0.2111 loss_giou_dn_1: 0.4703 loss_class_dn_2: 0.08921 loss_bbox_dn_2: 0.1944 loss_giou_dn_2: 0.4441 loss_class_dn_3: 0.08619 loss_bbox_dn_3: 0.1893 loss_giou_dn_3: 0.4351 loss_class_dn_4: 0.0831 loss_bbox_dn_4: 0.188 loss_giou_dn_4: 0.4331 time: 1.1151 data_time: 0.0950 lr: 0.0001 max_mem: 43217M [05/20 01:46:44 d2.utils.events]: eta: 2 days, 12:15:55 iter: 28399 total_loss: 10.61 loss_class: 0.2806 loss_bbox: 0.1261 loss_giou: 0.423 loss_class_0: 0.3349 loss_bbox_0: 0.1342 loss_giou_0: 0.4383 loss_class_1: 0.2976 loss_bbox_1: 0.1322 loss_giou_1: 0.4354 loss_class_2: 0.2843 loss_bbox_2: 0.1276 loss_giou_2: 0.4288 loss_class_3: 0.2818 loss_bbox_3: 0.1264 loss_giou_3: 0.4252 loss_class_4: 0.2816 loss_bbox_4: 0.1262 loss_giou_4: 0.4246 loss_class_enc: 0.3269 loss_bbox_enc: 0.1529 loss_giou_enc: 0.4744 loss_class_dn: 0.0786 loss_bbox_dn: 0.1908 loss_giou_dn: 0.4286 loss_class_dn_0: 0.1262 loss_bbox_dn_0: 0.2669 loss_giou_dn_0: 0.5771 loss_class_dn_1: 0.09815 loss_bbox_dn_1: 0.2133 loss_giou_dn_1: 0.4709 loss_class_dn_2: 0.08758 loss_bbox_dn_2: 0.1953 loss_giou_dn_2: 0.441 loss_class_dn_3: 0.08444 loss_bbox_dn_3: 0.1916 loss_giou_dn_3: 0.4314 loss_class_dn_4: 0.0804 loss_bbox_dn_4: 0.1911 loss_giou_dn_4: 0.4284 time: 1.1151 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/20 01:47:41 d2.utils.events]: eta: 2 days, 12:14:34 iter: 28449 total_loss: 10.73 loss_class: 0.2815 loss_bbox: 0.1246 loss_giou: 0.4218 loss_class_0: 0.3357 loss_bbox_0: 0.1345 loss_giou_0: 0.4434 loss_class_1: 0.2951 loss_bbox_1: 0.1352 loss_giou_1: 0.4363 loss_class_2: 0.2865 loss_bbox_2: 0.1294 loss_giou_2: 0.4282 loss_class_3: 0.284 loss_bbox_3: 0.1267 loss_giou_3: 0.4249 loss_class_4: 0.2818 loss_bbox_4: 0.1251 loss_giou_4: 0.4228 loss_class_enc: 0.3283 loss_bbox_enc: 0.1565 loss_giou_enc: 0.4842 loss_class_dn: 0.081 loss_bbox_dn: 0.1832 loss_giou_dn: 0.4512 loss_class_dn_0: 0.1277 loss_bbox_dn_0: 0.2607 loss_giou_dn_0: 0.5905 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0.09891 loss_bbox_dn_1: 0.208 loss_giou_dn_1: 0.4713 loss_class_dn_2: 0.08633 loss_bbox_dn_2: 0.1908 loss_giou_dn_2: 0.4438 loss_class_dn_3: 0.08306 loss_bbox_dn_3: 0.1851 loss_giou_dn_3: 0.4337 loss_class_dn_4: 0.07935 loss_bbox_dn_4: 0.1838 loss_giou_dn_4: 0.4307 time: 1.1151 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 01:50:28 d2.utils.events]: eta: 2 days, 12:11:20 iter: 28599 total_loss: 10.56 loss_class: 0.2756 loss_bbox: 0.125 loss_giou: 0.4152 loss_class_0: 0.3262 loss_bbox_0: 0.1337 loss_giou_0: 0.4295 loss_class_1: 0.2929 loss_bbox_1: 0.131 loss_giou_1: 0.4233 loss_class_2: 0.2796 loss_bbox_2: 0.1267 loss_giou_2: 0.4201 loss_class_3: 0.2776 loss_bbox_3: 0.1253 loss_giou_3: 0.4156 loss_class_4: 0.2757 loss_bbox_4: 0.1251 loss_giou_4: 0.4153 loss_class_enc: 0.321 loss_bbox_enc: 0.1505 loss_giou_enc: 0.4668 loss_class_dn: 0.0739 loss_bbox_dn: 0.1852 loss_giou_dn: 0.437 loss_class_dn_0: 0.1232 loss_bbox_dn_0: 0.2605 loss_giou_dn_0: 0.5764 loss_class_dn_1: 0.09447 loss_bbox_dn_1: 0.2066 loss_giou_dn_1: 0.4799 loss_class_dn_2: 0.08035 loss_bbox_dn_2: 0.1902 loss_giou_dn_2: 0.4515 loss_class_dn_3: 0.07827 loss_bbox_dn_3: 0.1859 loss_giou_dn_3: 0.44 loss_class_dn_4: 0.07476 loss_bbox_dn_4: 0.1854 loss_giou_dn_4: 0.4369 time: 1.1151 data_time: 0.0939 lr: 0.0001 max_mem: 43217M [05/20 01:51:23 d2.utils.events]: eta: 2 days, 12:10:53 iter: 28649 total_loss: 10.6 loss_class: 0.281 loss_bbox: 0.1218 loss_giou: 0.4 loss_class_0: 0.3335 loss_bbox_0: 0.1288 loss_giou_0: 0.4171 loss_class_1: 0.299 loss_bbox_1: 0.1269 loss_giou_1: 0.4138 loss_class_2: 0.2878 loss_bbox_2: 0.1229 loss_giou_2: 0.4066 loss_class_3: 0.2856 loss_bbox_3: 0.1227 loss_giou_3: 0.4011 loss_class_4: 0.2828 loss_bbox_4: 0.1218 loss_giou_4: 0.4009 loss_class_enc: 0.3275 loss_bbox_enc: 0.1501 loss_giou_enc: 0.4592 loss_class_dn: 0.07945 loss_bbox_dn: 0.1876 loss_giou_dn: 0.4311 loss_class_dn_0: 0.1243 loss_bbox_dn_0: 0.2657 loss_giou_dn_0: 0.5714 loss_class_dn_1: 0.1 loss_bbox_dn_1: 0.2105 loss_giou_dn_1: 0.4704 loss_class_dn_2: 0.0873 loss_bbox_dn_2: 0.1942 loss_giou_dn_2: 0.4429 loss_class_dn_3: 0.08369 loss_bbox_dn_3: 0.1888 loss_giou_dn_3: 0.4336 loss_class_dn_4: 0.08092 loss_bbox_dn_4: 0.1877 loss_giou_dn_4: 0.4311 time: 1.1151 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 01:52:19 d2.utils.events]: eta: 2 days, 12:09:58 iter: 28699 total_loss: 10.77 loss_class: 0.2841 loss_bbox: 0.1288 loss_giou: 0.4176 loss_class_0: 0.3389 loss_bbox_0: 0.1379 loss_giou_0: 0.4311 loss_class_1: 0.3061 loss_bbox_1: 0.1325 loss_giou_1: 0.427 loss_class_2: 0.2891 loss_bbox_2: 0.1305 loss_giou_2: 0.4259 loss_class_3: 0.2857 loss_bbox_3: 0.1303 loss_giou_3: 0.4226 loss_class_4: 0.2846 loss_bbox_4: 0.1279 loss_giou_4: 0.4192 loss_class_enc: 0.3312 loss_bbox_enc: 0.1568 loss_giou_enc: 0.4702 loss_class_dn: 0.08229 loss_bbox_dn: 0.195 loss_giou_dn: 0.4419 loss_class_dn_0: 0.1288 loss_bbox_dn_0: 0.2758 loss_giou_dn_0: 0.5834 loss_class_dn_1: 0.1015 loss_bbox_dn_1: 0.2183 loss_giou_dn_1: 0.4875 loss_class_dn_2: 0.08969 loss_bbox_dn_2: 0.2007 loss_giou_dn_2: 0.4564 loss_class_dn_3: 0.08714 loss_bbox_dn_3: 0.1964 loss_giou_dn_3: 0.4448 loss_class_dn_4: 0.08333 loss_bbox_dn_4: 0.195 loss_giou_dn_4: 0.4418 time: 1.1151 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 01:53:15 d2.utils.events]: eta: 2 days, 12:09:29 iter: 28749 total_loss: 10.6 loss_class: 0.2844 loss_bbox: 0.1262 loss_giou: 0.4137 loss_class_0: 0.3349 loss_bbox_0: 0.1319 loss_giou_0: 0.4309 loss_class_1: 0.2995 loss_bbox_1: 0.133 loss_giou_1: 0.4254 loss_class_2: 0.288 loss_bbox_2: 0.1294 loss_giou_2: 0.4189 loss_class_3: 0.2872 loss_bbox_3: 0.1268 loss_giou_3: 0.4151 loss_class_4: 0.2845 loss_bbox_4: 0.1265 loss_giou_4: 0.4137 loss_class_enc: 0.3308 loss_bbox_enc: 0.1537 loss_giou_enc: 0.4707 loss_class_dn: 0.08327 loss_bbox_dn: 0.1772 loss_giou_dn: 0.4324 loss_class_dn_0: 0.1287 loss_bbox_dn_0: 0.2564 loss_giou_dn_0: 0.5843 loss_class_dn_1: 0.1015 loss_bbox_dn_1: 0.1968 loss_giou_dn_1: 0.4758 loss_class_dn_2: 0.09083 loss_bbox_dn_2: 0.182 loss_giou_dn_2: 0.4466 loss_class_dn_3: 0.08772 loss_bbox_dn_3: 0.1783 loss_giou_dn_3: 0.4356 loss_class_dn_4: 0.08444 loss_bbox_dn_4: 0.1774 loss_giou_dn_4: 0.4323 time: 1.1151 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 01:54:11 d2.utils.events]: eta: 2 days, 12:05:06 iter: 28799 total_loss: 10.9 loss_class: 0.2912 loss_bbox: 0.1264 loss_giou: 0.4206 loss_class_0: 0.3463 loss_bbox_0: 0.1348 loss_giou_0: 0.4347 loss_class_1: 0.3074 loss_bbox_1: 0.1323 loss_giou_1: 0.4294 loss_class_2: 0.295 loss_bbox_2: 0.1304 loss_giou_2: 0.4279 loss_class_3: 0.2925 loss_bbox_3: 0.1274 loss_giou_3: 0.4241 loss_class_4: 0.2917 loss_bbox_4: 0.127 loss_giou_4: 0.4212 loss_class_enc: 0.3377 loss_bbox_enc: 0.1555 loss_giou_enc: 0.4727 loss_class_dn: 0.08234 loss_bbox_dn: 0.1862 loss_giou_dn: 0.4389 loss_class_dn_0: 0.1298 loss_bbox_dn_0: 0.2664 loss_giou_dn_0: 0.5773 loss_class_dn_1: 0.101 loss_bbox_dn_1: 0.2091 loss_giou_dn_1: 0.4803 loss_class_dn_2: 0.08935 loss_bbox_dn_2: 0.1925 loss_giou_dn_2: 0.4506 loss_class_dn_3: 0.08642 loss_bbox_dn_3: 0.188 loss_giou_dn_3: 0.4411 loss_class_dn_4: 0.08296 loss_bbox_dn_4: 0.1861 loss_giou_dn_4: 0.4388 time: 1.1150 data_time: 0.1124 lr: 0.0001 max_mem: 43217M [05/20 01:55:07 d2.utils.events]: eta: 2 days, 12:03:52 iter: 28849 total_loss: 10.71 loss_class: 0.2878 loss_bbox: 0.1248 loss_giou: 0.4208 loss_class_0: 0.3359 loss_bbox_0: 0.1341 loss_giou_0: 0.4317 loss_class_1: 0.304 loss_bbox_1: 0.1322 loss_giou_1: 0.4294 loss_class_2: 0.2944 loss_bbox_2: 0.1296 loss_giou_2: 0.4241 loss_class_3: 0.2923 loss_bbox_3: 0.1255 loss_giou_3: 0.4211 loss_class_4: 0.2899 loss_bbox_4: 0.1249 loss_giou_4: 0.4187 loss_class_enc: 0.33 loss_bbox_enc: 0.1497 loss_giou_enc: 0.4665 loss_class_dn: 0.07709 loss_bbox_dn: 0.1864 loss_giou_dn: 0.4424 loss_class_dn_0: 0.1232 loss_bbox_dn_0: 0.2627 loss_giou_dn_0: 0.5917 loss_class_dn_1: 0.09596 loss_bbox_dn_1: 0.2062 loss_giou_dn_1: 0.4853 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loss_class_dn_2: 0.08463 loss_bbox_dn_2: 0.1898 loss_giou_dn_2: 0.4544 loss_class_dn_3: 0.08123 loss_bbox_dn_3: 0.1858 loss_giou_dn_3: 0.443 loss_class_dn_4: 0.07807 loss_bbox_dn_4: 0.1857 loss_giou_dn_4: 0.4406 time: 1.1151 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/20 01:59:48 d2.utils.events]: eta: 2 days, 11:54:27 iter: 29099 total_loss: 10.56 loss_class: 0.2762 loss_bbox: 0.1231 loss_giou: 0.4109 loss_class_0: 0.3321 loss_bbox_0: 0.1329 loss_giou_0: 0.424 loss_class_1: 0.2941 loss_bbox_1: 0.126 loss_giou_1: 0.4196 loss_class_2: 0.2819 loss_bbox_2: 0.1251 loss_giou_2: 0.417 loss_class_3: 0.2809 loss_bbox_3: 0.124 loss_giou_3: 0.4133 loss_class_4: 0.2775 loss_bbox_4: 0.1235 loss_giou_4: 0.4118 loss_class_enc: 0.3223 loss_bbox_enc: 0.1494 loss_giou_enc: 0.4656 loss_class_dn: 0.07482 loss_bbox_dn: 0.1942 loss_giou_dn: 0.4365 loss_class_dn_0: 0.1205 loss_bbox_dn_0: 0.2752 loss_giou_dn_0: 0.5723 loss_class_dn_1: 0.0942 loss_bbox_dn_1: 0.2164 loss_giou_dn_1: 0.4758 loss_class_dn_2: 0.08224 loss_bbox_dn_2: 0.1994 loss_giou_dn_2: 0.4467 loss_class_dn_3: 0.07905 loss_bbox_dn_3: 0.196 loss_giou_dn_3: 0.438 loss_class_dn_4: 0.07639 loss_bbox_dn_4: 0.1944 loss_giou_dn_4: 0.4363 time: 1.1151 data_time: 0.1019 lr: 0.0001 max_mem: 43217M [05/20 02:00:44 d2.utils.events]: eta: 2 days, 11:51:23 iter: 29149 total_loss: 10.34 loss_class: 0.2804 loss_bbox: 0.1194 loss_giou: 0.4021 loss_class_0: 0.3287 loss_bbox_0: 0.1305 loss_giou_0: 0.4161 loss_class_1: 0.296 loss_bbox_1: 0.1274 loss_giou_1: 0.413 loss_class_2: 0.2873 loss_bbox_2: 0.1234 loss_giou_2: 0.4075 loss_class_3: 0.2822 loss_bbox_3: 0.1207 loss_giou_3: 0.4036 loss_class_4: 0.2818 loss_bbox_4: 0.1191 loss_giou_4: 0.4016 loss_class_enc: 0.3252 loss_bbox_enc: 0.1485 loss_giou_enc: 0.4562 loss_class_dn: 0.07597 loss_bbox_dn: 0.1803 loss_giou_dn: 0.4291 loss_class_dn_0: 0.124 loss_bbox_dn_0: 0.2568 loss_giou_dn_0: 0.5715 loss_class_dn_1: 0.09576 loss_bbox_dn_1: 0.2032 loss_giou_dn_1: 0.4718 loss_class_dn_2: 0.08407 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loss_giou_dn_2: 0.4496 loss_class_dn_3: 0.08139 loss_bbox_dn_3: 0.1866 loss_giou_dn_3: 0.4403 loss_class_dn_4: 0.07833 loss_bbox_dn_4: 0.1856 loss_giou_dn_4: 0.4374 time: 1.1151 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/20 02:03:33 d2.utils.events]: eta: 2 days, 11:53:39 iter: 29299 total_loss: 10.64 loss_class: 0.2814 loss_bbox: 0.1261 loss_giou: 0.4065 loss_class_0: 0.3359 loss_bbox_0: 0.1343 loss_giou_0: 0.4252 loss_class_1: 0.3049 loss_bbox_1: 0.132 loss_giou_1: 0.4177 loss_class_2: 0.2882 loss_bbox_2: 0.1291 loss_giou_2: 0.4127 loss_class_3: 0.2874 loss_bbox_3: 0.127 loss_giou_3: 0.4057 loss_class_4: 0.2826 loss_bbox_4: 0.1264 loss_giou_4: 0.4053 loss_class_enc: 0.3331 loss_bbox_enc: 0.1509 loss_giou_enc: 0.4652 loss_class_dn: 0.07938 loss_bbox_dn: 0.1903 loss_giou_dn: 0.4402 loss_class_dn_0: 0.1268 loss_bbox_dn_0: 0.265 loss_giou_dn_0: 0.5801 loss_class_dn_1: 0.09878 loss_bbox_dn_1: 0.2109 loss_giou_dn_1: 0.4819 loss_class_dn_2: 0.08825 loss_bbox_dn_2: 0.1958 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loss_class_dn_3: 0.08817 loss_bbox_dn_3: 0.1812 loss_giou_dn_3: 0.4334 loss_class_dn_4: 0.08472 loss_bbox_dn_4: 0.1798 loss_giou_dn_4: 0.431 time: 1.1151 data_time: 0.0894 lr: 0.0001 max_mem: 43217M [05/20 02:07:16 d2.utils.events]: eta: 2 days, 11:50:18 iter: 29499 total_loss: 10.49 loss_class: 0.2774 loss_bbox: 0.123 loss_giou: 0.4057 loss_class_0: 0.3299 loss_bbox_0: 0.1325 loss_giou_0: 0.4319 loss_class_1: 0.296 loss_bbox_1: 0.1327 loss_giou_1: 0.4187 loss_class_2: 0.285 loss_bbox_2: 0.1264 loss_giou_2: 0.4098 loss_class_3: 0.2827 loss_bbox_3: 0.1249 loss_giou_3: 0.408 loss_class_4: 0.278 loss_bbox_4: 0.1231 loss_giou_4: 0.4055 loss_class_enc: 0.326 loss_bbox_enc: 0.1503 loss_giou_enc: 0.4719 loss_class_dn: 0.07795 loss_bbox_dn: 0.1847 loss_giou_dn: 0.4211 loss_class_dn_0: 0.1218 loss_bbox_dn_0: 0.259 loss_giou_dn_0: 0.5673 loss_class_dn_1: 0.09712 loss_bbox_dn_1: 0.2064 loss_giou_dn_1: 0.467 loss_class_dn_2: 0.08612 loss_bbox_dn_2: 0.1894 loss_giou_dn_2: 0.4354 loss_class_dn_3: 0.08297 loss_bbox_dn_3: 0.1854 loss_giou_dn_3: 0.4239 loss_class_dn_4: 0.07955 loss_bbox_dn_4: 0.1847 loss_giou_dn_4: 0.421 time: 1.1151 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 02:08:12 d2.utils.events]: eta: 2 days, 11:48:20 iter: 29549 total_loss: 10.59 loss_class: 0.2781 loss_bbox: 0.1212 loss_giou: 0.4188 loss_class_0: 0.3294 loss_bbox_0: 0.1314 loss_giou_0: 0.4321 loss_class_1: 0.2958 loss_bbox_1: 0.1284 loss_giou_1: 0.4278 loss_class_2: 0.2837 loss_bbox_2: 0.1242 loss_giou_2: 0.4235 loss_class_3: 0.2818 loss_bbox_3: 0.1237 loss_giou_3: 0.4202 loss_class_4: 0.2789 loss_bbox_4: 0.1215 loss_giou_4: 0.4193 loss_class_enc: 0.3212 loss_bbox_enc: 0.15 loss_giou_enc: 0.468 loss_class_dn: 0.07835 loss_bbox_dn: 0.1774 loss_giou_dn: 0.4414 loss_class_dn_0: 0.1238 loss_bbox_dn_0: 0.2554 loss_giou_dn_0: 0.5878 loss_class_dn_1: 0.09678 loss_bbox_dn_1: 0.1958 loss_giou_dn_1: 0.4851 loss_class_dn_2: 0.08605 loss_bbox_dn_2: 0.1826 loss_giou_dn_2: 0.4545 loss_class_dn_3: 0.0828 loss_bbox_dn_3: 0.1785 loss_giou_dn_3: 0.4438 loss_class_dn_4: 0.08002 loss_bbox_dn_4: 0.1774 loss_giou_dn_4: 0.4412 time: 1.1151 data_time: 0.0959 lr: 0.0001 max_mem: 43217M [05/20 02:09:08 d2.utils.events]: eta: 2 days, 11:46:44 iter: 29599 total_loss: 10.63 loss_class: 0.2883 loss_bbox: 0.1269 loss_giou: 0.401 loss_class_0: 0.3405 loss_bbox_0: 0.1346 loss_giou_0: 0.4158 loss_class_1: 0.3068 loss_bbox_1: 0.1342 loss_giou_1: 0.4127 loss_class_2: 0.2945 loss_bbox_2: 0.1311 loss_giou_2: 0.4087 loss_class_3: 0.2928 loss_bbox_3: 0.1268 loss_giou_3: 0.4013 loss_class_4: 0.2896 loss_bbox_4: 0.1265 loss_giou_4: 0.401 loss_class_enc: 0.334 loss_bbox_enc: 0.1566 loss_giou_enc: 0.4595 loss_class_dn: 0.07884 loss_bbox_dn: 0.1917 loss_giou_dn: 0.4346 loss_class_dn_0: 0.1252 loss_bbox_dn_0: 0.268 loss_giou_dn_0: 0.5762 loss_class_dn_1: 0.09782 loss_bbox_dn_1: 0.216 loss_giou_dn_1: 0.4771 loss_class_dn_2: 0.08585 loss_bbox_dn_2: 0.1998 loss_giou_dn_2: 0.4487 loss_class_dn_3: 0.0824 loss_bbox_dn_3: 0.1934 loss_giou_dn_3: 0.4381 loss_class_dn_4: 0.08008 loss_bbox_dn_4: 0.1917 loss_giou_dn_4: 0.4345 time: 1.1150 data_time: 0.0935 lr: 0.0001 max_mem: 43217M [05/20 02:10:03 d2.utils.events]: eta: 2 days, 11:45:12 iter: 29649 total_loss: 10.55 loss_class: 0.2715 loss_bbox: 0.1288 loss_giou: 0.4155 loss_class_0: 0.3287 loss_bbox_0: 0.1327 loss_giou_0: 0.4272 loss_class_1: 0.2899 loss_bbox_1: 0.1337 loss_giou_1: 0.4231 loss_class_2: 0.2782 loss_bbox_2: 0.1291 loss_giou_2: 0.4157 loss_class_3: 0.2759 loss_bbox_3: 0.1278 loss_giou_3: 0.4147 loss_class_4: 0.2726 loss_bbox_4: 0.1282 loss_giou_4: 0.4145 loss_class_enc: 0.3262 loss_bbox_enc: 0.1473 loss_giou_enc: 0.4637 loss_class_dn: 0.07975 loss_bbox_dn: 0.1846 loss_giou_dn: 0.4385 loss_class_dn_0: 0.1282 loss_bbox_dn_0: 0.2632 loss_giou_dn_0: 0.5751 loss_class_dn_1: 0.101 loss_bbox_dn_1: 0.2084 loss_giou_dn_1: 0.4773 loss_class_dn_2: 0.08652 loss_bbox_dn_2: 0.1917 loss_giou_dn_2: 0.4512 loss_class_dn_3: 0.08409 loss_bbox_dn_3: 0.1866 loss_giou_dn_3: 0.4411 loss_class_dn_4: 0.08126 loss_bbox_dn_4: 0.1847 loss_giou_dn_4: 0.4385 time: 1.1150 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 02:11:00 d2.utils.events]: eta: 2 days, 11:45:35 iter: 29699 total_loss: 10.47 loss_class: 0.2773 loss_bbox: 0.1248 loss_giou: 0.4072 loss_class_0: 0.3299 loss_bbox_0: 0.1332 loss_giou_0: 0.4255 loss_class_1: 0.2948 loss_bbox_1: 0.1322 loss_giou_1: 0.4205 loss_class_2: 0.2838 loss_bbox_2: 0.128 loss_giou_2: 0.4127 loss_class_3: 0.2808 loss_bbox_3: 0.1251 loss_giou_3: 0.409 loss_class_4: 0.2805 loss_bbox_4: 0.1245 loss_giou_4: 0.4068 loss_class_enc: 0.3252 loss_bbox_enc: 0.1516 loss_giou_enc: 0.4631 loss_class_dn: 0.07586 loss_bbox_dn: 0.1894 loss_giou_dn: 0.4333 loss_class_dn_0: 0.1228 loss_bbox_dn_0: 0.2676 loss_giou_dn_0: 0.5729 loss_class_dn_1: 0.09732 loss_bbox_dn_1: 0.2105 loss_giou_dn_1: 0.4732 loss_class_dn_2: 0.08346 loss_bbox_dn_2: 0.1954 loss_giou_dn_2: 0.4453 loss_class_dn_3: 0.07995 loss_bbox_dn_3: 0.191 loss_giou_dn_3: 0.4362 loss_class_dn_4: 0.07664 loss_bbox_dn_4: 0.1894 loss_giou_dn_4: 0.4332 time: 1.1151 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 02:11:56 d2.utils.events]: eta: 2 days, 11:45:01 iter: 29749 total_loss: 10.44 loss_class: 0.2744 loss_bbox: 0.1277 loss_giou: 0.4064 loss_class_0: 0.3278 loss_bbox_0: 0.1353 loss_giou_0: 0.4206 loss_class_1: 0.2935 loss_bbox_1: 0.133 loss_giou_1: 0.4173 loss_class_2: 0.2803 loss_bbox_2: 0.1306 loss_giou_2: 0.4113 loss_class_3: 0.2779 loss_bbox_3: 0.1285 loss_giou_3: 0.4089 loss_class_4: 0.2751 loss_bbox_4: 0.1283 loss_giou_4: 0.4068 loss_class_enc: 0.3254 loss_bbox_enc: 0.1517 loss_giou_enc: 0.4549 loss_class_dn: 0.0771 loss_bbox_dn: 0.1861 loss_giou_dn: 0.4207 loss_class_dn_0: 0.1232 loss_bbox_dn_0: 0.267 loss_giou_dn_0: 0.5644 loss_class_dn_1: 0.09529 loss_bbox_dn_1: 0.2102 loss_giou_dn_1: 0.4645 loss_class_dn_2: 0.08316 loss_bbox_dn_2: 0.1926 loss_giou_dn_2: 0.4333 loss_class_dn_3: 0.08044 loss_bbox_dn_3: 0.1877 loss_giou_dn_3: 0.4231 loss_class_dn_4: 0.07841 loss_bbox_dn_4: 0.1862 loss_giou_dn_4: 0.4205 time: 1.1151 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 02:12:52 d2.utils.events]: eta: 2 days, 11:48:51 iter: 29799 total_loss: 10.3 loss_class: 0.2758 loss_bbox: 0.1247 loss_giou: 0.4 loss_class_0: 0.3308 loss_bbox_0: 0.1336 loss_giou_0: 0.4164 loss_class_1: 0.2957 loss_bbox_1: 0.1297 loss_giou_1: 0.4093 loss_class_2: 0.2822 loss_bbox_2: 0.1264 loss_giou_2: 0.4082 loss_class_3: 0.2801 loss_bbox_3: 0.1253 loss_giou_3: 0.4015 loss_class_4: 0.2786 loss_bbox_4: 0.1245 loss_giou_4: 0.3993 loss_class_enc: 0.3269 loss_bbox_enc: 0.1531 loss_giou_enc: 0.4543 loss_class_dn: 0.07755 loss_bbox_dn: 0.1844 loss_giou_dn: 0.4182 loss_class_dn_0: 0.1251 loss_bbox_dn_0: 0.2621 loss_giou_dn_0: 0.5576 loss_class_dn_1: 0.09798 loss_bbox_dn_1: 0.2055 loss_giou_dn_1: 0.4596 loss_class_dn_2: 0.08552 loss_bbox_dn_2: 0.1907 loss_giou_dn_2: 0.4326 loss_class_dn_3: 0.08212 loss_bbox_dn_3: 0.1856 loss_giou_dn_3: 0.4219 loss_class_dn_4: 0.07931 loss_bbox_dn_4: 0.1845 loss_giou_dn_4: 0.4181 time: 1.1151 data_time: 0.0891 lr: 0.0001 max_mem: 43217M [05/20 02:13:49 d2.utils.events]: eta: 2 days, 11:48:21 iter: 29849 total_loss: 10.67 loss_class: 0.2775 loss_bbox: 0.1271 loss_giou: 0.4191 loss_class_0: 0.3379 loss_bbox_0: 0.1335 loss_giou_0: 0.4303 loss_class_1: 0.2991 loss_bbox_1: 0.133 loss_giou_1: 0.4307 loss_class_2: 0.2841 loss_bbox_2: 0.1287 loss_giou_2: 0.4241 loss_class_3: 0.2811 loss_bbox_3: 0.128 loss_giou_3: 0.4214 loss_class_4: 0.2789 loss_bbox_4: 0.1263 loss_giou_4: 0.417 loss_class_enc: 0.3263 loss_bbox_enc: 0.1535 loss_giou_enc: 0.4735 loss_class_dn: 0.07732 loss_bbox_dn: 0.1847 loss_giou_dn: 0.441 loss_class_dn_0: 0.1271 loss_bbox_dn_0: 0.261 loss_giou_dn_0: 0.5775 loss_class_dn_1: 0.09879 loss_bbox_dn_1: 0.2072 loss_giou_dn_1: 0.4799 loss_class_dn_2: 0.08556 loss_bbox_dn_2: 0.19 loss_giou_dn_2: 0.4529 loss_class_dn_3: 0.08204 loss_bbox_dn_3: 0.1859 loss_giou_dn_3: 0.443 loss_class_dn_4: 0.07872 loss_bbox_dn_4: 0.1848 loss_giou_dn_4: 0.441 time: 1.1151 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 02:14:45 d2.utils.events]: eta: 2 days, 11:48:48 iter: 29899 total_loss: 10.59 loss_class: 0.2823 loss_bbox: 0.1235 loss_giou: 0.4106 loss_class_0: 0.3337 loss_bbox_0: 0.1344 loss_giou_0: 0.432 loss_class_1: 0.3009 loss_bbox_1: 0.1313 loss_giou_1: 0.4255 loss_class_2: 0.2872 loss_bbox_2: 0.1282 loss_giou_2: 0.4189 loss_class_3: 0.2846 loss_bbox_3: 0.1253 loss_giou_3: 0.4134 loss_class_4: 0.2823 loss_bbox_4: 0.1245 loss_giou_4: 0.4111 loss_class_enc: 0.3284 loss_bbox_enc: 0.1532 loss_giou_enc: 0.4644 loss_class_dn: 0.08004 loss_bbox_dn: 0.182 loss_giou_dn: 0.4342 loss_class_dn_0: 0.1269 loss_bbox_dn_0: 0.2546 loss_giou_dn_0: 0.5793 loss_class_dn_1: 0.1005 loss_bbox_dn_1: 0.2011 loss_giou_dn_1: 0.4758 loss_class_dn_2: 0.08842 loss_bbox_dn_2: 0.1871 loss_giou_dn_2: 0.4468 loss_class_dn_3: 0.08507 loss_bbox_dn_3: 0.1828 loss_giou_dn_3: 0.4368 loss_class_dn_4: 0.08157 loss_bbox_dn_4: 0.1821 loss_giou_dn_4: 0.4342 time: 1.1151 data_time: 0.1014 lr: 0.0001 max_mem: 43217M [05/20 02:15:41 d2.utils.events]: eta: 2 days, 11:49:54 iter: 29949 total_loss: 10.64 loss_class: 0.2792 loss_bbox: 0.1239 loss_giou: 0.406 loss_class_0: 0.3267 loss_bbox_0: 0.1334 loss_giou_0: 0.4247 loss_class_1: 0.2938 loss_bbox_1: 0.1291 loss_giou_1: 0.4179 loss_class_2: 0.287 loss_bbox_2: 0.1264 loss_giou_2: 0.4098 loss_class_3: 0.2816 loss_bbox_3: 0.1248 loss_giou_3: 0.4076 loss_class_4: 0.2795 loss_bbox_4: 0.1243 loss_giou_4: 0.4072 loss_class_enc: 0.3239 loss_bbox_enc: 0.1516 loss_giou_enc: 0.4663 loss_class_dn: 0.08046 loss_bbox_dn: 0.1886 loss_giou_dn: 0.4399 loss_class_dn_0: 0.1261 loss_bbox_dn_0: 0.2618 loss_giou_dn_0: 0.5775 loss_class_dn_1: 0.1006 loss_bbox_dn_1: 0.2085 loss_giou_dn_1: 0.4848 loss_class_dn_2: 0.08885 loss_bbox_dn_2: 0.1925 loss_giou_dn_2: 0.4526 loss_class_dn_3: 0.08528 loss_bbox_dn_3: 0.1894 loss_giou_dn_3: 0.4426 loss_class_dn_4: 0.08107 loss_bbox_dn_4: 0.1888 loss_giou_dn_4: 0.4399 time: 1.1151 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 02:16:37 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0029999.pth [05/20 02:16:48 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/20 02:17:01 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/20 02:17:05 d2.data.common]: Serialized dataset takes 894.47 MiB [05/20 02:17:06 d2.evaluation.evaluator]: Start inference on 313 batches [05/20 02:17:40 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0041 s/iter. Inference: 0.0842 s/iter. Eval: 0.0004 s/iter. Total: 0.0887 s/iter. ETA=0:00:26 [05/20 02:17:45 d2.evaluation.evaluator]: Inference done 59/313. Dataloading: 0.0154 s/iter. Inference: 0.0873 s/iter. Eval: 0.0005 s/iter. Total: 0.1041 s/iter. ETA=0:00:26 [05/20 02:17:50 d2.evaluation.evaluator]: Inference done 106/313. Dataloading: 0.0143 s/iter. Inference: 0.0907 s/iter. Eval: 0.0004 s/iter. Total: 0.1061 s/iter. ETA=0:00:21 [05/20 02:17:55 d2.evaluation.evaluator]: Inference done 155/313. Dataloading: 0.0141 s/iter. Inference: 0.0898 s/iter. Eval: 0.0005 s/iter. Total: 0.1049 s/iter. ETA=0:00:16 [05/20 02:18:00 d2.evaluation.evaluator]: Inference done 206/313. Dataloading: 0.0133 s/iter. Inference: 0.0893 s/iter. Eval: 0.0005 s/iter. Total: 0.1035 s/iter. ETA=0:00:11 [05/20 02:18:05 d2.evaluation.evaluator]: Inference done 255/313. Dataloading: 0.0134 s/iter. Inference: 0.0891 s/iter. Eval: 0.0005 s/iter. Total: 0.1034 s/iter. ETA=0:00:05 [05/20 02:18:10 d2.evaluation.evaluator]: Inference done 305/313. Dataloading: 0.0132 s/iter. Inference: 0.0888 s/iter. Eval: 0.0005 s/iter. Total: 0.1030 s/iter. ETA=0:00:00 [05/20 02:18:13 d2.evaluation.evaluator]: Total inference time: 0:00:33.914563 (0.110112 s / iter per device, on 16 devices) [05/20 02:18:13 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.088674 s / iter per device, on 16 devices) [05/20 02:18:29 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/20 02:18:29 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/20 02:18:36 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=6.42s) creating index... index created! [05/20 02:18:43 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/20 02:19:03 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 20.42 seconds. [05/20 02:19:04 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/20 02:19:07 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.550 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.682 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.834 [05/20 02:19:07 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 39.781 | 54.950 | 43.428 | 26.775 | 43.293 | 49.998 | [05/20 02:19:07 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 57.963 | bicycle | 29.658 | car | 43.396 | | motorcycle | 38.678 | airplane | 71.792 | bus | 68.956 | | train | 67.319 | truck | 28.708 | boat | 26.623 | | traffic light | 27.952 | fire hydrant | 71.310 | stop sign | 58.182 | | parking meter | 13.418 | bench | 25.062 | bird | 40.926 | | cat | 71.290 | dog | 63.665 | horse | 53.147 | | sheep | 46.997 | cow | 55.034 | elephant | 68.978 | | bear | 69.548 | zebra | 67.092 | giraffe | 70.811 | | backpack | 16.427 | umbrella | 37.365 | handbag | 15.195 | | tie | 35.613 | suitcase | 36.086 | frisbee | 66.459 | | skis | 21.852 | snowboard | 34.977 | sports ball | 36.081 | | kite | 42.956 | baseball bat | 28.433 | baseball glove | 41.972 | | skateboard | 45.952 | surfboard | 40.298 | tennis racket | 43.277 | | bottle | 37.884 | wine glass | 39.224 | cup | 45.877 | | fork | 33.047 | knife | 15.237 | spoon | 16.124 | | bowl | 43.228 | banana | 18.002 | apple | 18.551 | | sandwich | 30.263 | orange | 26.331 | broccoli | 16.805 | | carrot | 13.572 | hot dog | 20.891 | pizza | 52.235 | | donut | 38.160 | cake | 29.233 | chair | 29.249 | | couch | 45.631 | potted plant | 25.013 | bed | 34.745 | | dining table | 24.311 | toilet | 59.259 | tv | 58.651 | | laptop | 66.043 | mouse | 66.272 | remote | 22.517 | | keyboard | 48.888 | cell phone | 38.977 | microwave | 59.343 | | oven | 11.071 | toaster | 42.950 | sink | 33.401 | | refrigerator | 55.031 | book | 7.113 | clock | 43.246 | | vase | 34.054 | scissors | 23.115 | teddy bear | 48.971 | | hair drier | 3.811 | toothbrush | 26.691 | | | [05/20 02:19:08 d2.evaluation.testing]: copypaste: Task: bbox [05/20 02:19:08 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/20 02:19:08 d2.evaluation.testing]: copypaste: 39.7808,54.9504,43.4282,26.7753,43.2930,49.9980 [05/20 02:19:08 d2.utils.events]: eta: 2 days, 11:49:38 iter: 29999 total_loss: 10.49 loss_class: 0.2785 loss_bbox: 0.1278 loss_giou: 0.4096 loss_class_0: 0.3305 loss_bbox_0: 0.1329 loss_giou_0: 0.4221 loss_class_1: 0.2944 loss_bbox_1: 0.1331 loss_giou_1: 0.4224 loss_class_2: 0.2838 loss_bbox_2: 0.1301 loss_giou_2: 0.4151 loss_class_3: 0.2822 loss_bbox_3: 0.1279 loss_giou_3: 0.4123 loss_class_4: 0.2782 loss_bbox_4: 0.1274 loss_giou_4: 0.409 loss_class_enc: 0.3239 loss_bbox_enc: 0.1502 loss_giou_enc: 0.4595 loss_class_dn: 0.0737 loss_bbox_dn: 0.1895 loss_giou_dn: 0.4331 loss_class_dn_0: 0.1241 loss_bbox_dn_0: 0.2652 loss_giou_dn_0: 0.5739 loss_class_dn_1: 0.09504 loss_bbox_dn_1: 0.211 loss_giou_dn_1: 0.477 loss_class_dn_2: 0.08251 loss_bbox_dn_2: 0.1955 loss_giou_dn_2: 0.4475 loss_class_dn_3: 0.07818 loss_bbox_dn_3: 0.1906 loss_giou_dn_3: 0.4357 loss_class_dn_4: 0.07505 loss_bbox_dn_4: 0.1894 loss_giou_dn_4: 0.4331 time: 1.1151 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 02:20:04 d2.utils.events]: eta: 2 days, 11:47:10 iter: 30049 total_loss: 10.57 loss_class: 0.2791 loss_bbox: 0.1281 loss_giou: 0.4192 loss_class_0: 0.3302 loss_bbox_0: 0.134 loss_giou_0: 0.4347 loss_class_1: 0.2986 loss_bbox_1: 0.1334 loss_giou_1: 0.427 loss_class_2: 0.2845 loss_bbox_2: 0.1303 loss_giou_2: 0.4241 loss_class_3: 0.2836 loss_bbox_3: 0.1291 loss_giou_3: 0.4203 loss_class_4: 0.2803 loss_bbox_4: 0.1281 loss_giou_4: 0.4191 loss_class_enc: 0.3247 loss_bbox_enc: 0.1571 loss_giou_enc: 0.477 loss_class_dn: 0.07973 loss_bbox_dn: 0.1806 loss_giou_dn: 0.4365 loss_class_dn_0: 0.1248 loss_bbox_dn_0: 0.2588 loss_giou_dn_0: 0.5771 loss_class_dn_1: 0.09762 loss_bbox_dn_1: 0.2024 loss_giou_dn_1: 0.4803 loss_class_dn_2: 0.08662 loss_bbox_dn_2: 0.1859 loss_giou_dn_2: 0.4508 loss_class_dn_3: 0.08341 loss_bbox_dn_3: 0.1813 loss_giou_dn_3: 0.4395 loss_class_dn_4: 0.08019 loss_bbox_dn_4: 0.1806 loss_giou_dn_4: 0.4364 time: 1.1151 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 02:21:00 d2.utils.events]: eta: 2 days, 11:45:07 iter: 30099 total_loss: 10.41 loss_class: 0.2712 loss_bbox: 0.1231 loss_giou: 0.4072 loss_class_0: 0.3236 loss_bbox_0: 0.1312 loss_giou_0: 0.4209 loss_class_1: 0.2906 loss_bbox_1: 0.1295 loss_giou_1: 0.4171 loss_class_2: 0.2763 loss_bbox_2: 0.1253 loss_giou_2: 0.4113 loss_class_3: 0.2747 loss_bbox_3: 0.1252 loss_giou_3: 0.4103 loss_class_4: 0.2715 loss_bbox_4: 0.1231 loss_giou_4: 0.408 loss_class_enc: 0.3197 loss_bbox_enc: 0.1492 loss_giou_enc: 0.4614 loss_class_dn: 0.0764 loss_bbox_dn: 0.1771 loss_giou_dn: 0.4289 loss_class_dn_0: 0.1225 loss_bbox_dn_0: 0.2542 loss_giou_dn_0: 0.5617 loss_class_dn_1: 0.09422 loss_bbox_dn_1: 0.2003 loss_giou_dn_1: 0.4701 loss_class_dn_2: 0.08362 loss_bbox_dn_2: 0.1835 loss_giou_dn_2: 0.441 loss_class_dn_3: 0.08082 loss_bbox_dn_3: 0.1786 loss_giou_dn_3: 0.431 loss_class_dn_4: 0.07763 loss_bbox_dn_4: 0.1772 loss_giou_dn_4: 0.4287 time: 1.1151 data_time: 0.1029 lr: 0.0001 max_mem: 43217M [05/20 02:21:56 d2.utils.events]: eta: 2 days, 11:41:14 iter: 30149 total_loss: 10.63 loss_class: 0.2795 loss_bbox: 0.1265 loss_giou: 0.4158 loss_class_0: 0.3289 loss_bbox_0: 0.1348 loss_giou_0: 0.4349 loss_class_1: 0.2909 loss_bbox_1: 0.1324 loss_giou_1: 0.4302 loss_class_2: 0.2824 loss_bbox_2: 0.1308 loss_giou_2: 0.4213 loss_class_3: 0.2801 loss_bbox_3: 0.1275 loss_giou_3: 0.4182 loss_class_4: 0.2785 loss_bbox_4: 0.1267 loss_giou_4: 0.4161 loss_class_enc: 0.3218 loss_bbox_enc: 0.1506 loss_giou_enc: 0.4713 loss_class_dn: 0.07614 loss_bbox_dn: 0.1876 loss_giou_dn: 0.4385 loss_class_dn_0: 0.1243 loss_bbox_dn_0: 0.2659 loss_giou_dn_0: 0.582 loss_class_dn_1: 0.09555 loss_bbox_dn_1: 0.2099 loss_giou_dn_1: 0.4828 loss_class_dn_2: 0.08611 loss_bbox_dn_2: 0.1919 loss_giou_dn_2: 0.4525 loss_class_dn_3: 0.08234 loss_bbox_dn_3: 0.1886 loss_giou_dn_3: 0.442 loss_class_dn_4: 0.07793 loss_bbox_dn_4: 0.1877 loss_giou_dn_4: 0.4384 time: 1.1151 data_time: 0.1051 lr: 0.0001 max_mem: 43217M [05/20 02:22:52 d2.utils.events]: eta: 2 days, 11:39:21 iter: 30199 total_loss: 10.39 loss_class: 0.277 loss_bbox: 0.1273 loss_giou: 0.3985 loss_class_0: 0.3303 loss_bbox_0: 0.1359 loss_giou_0: 0.4142 loss_class_1: 0.2976 loss_bbox_1: 0.1353 loss_giou_1: 0.4075 loss_class_2: 0.2826 loss_bbox_2: 0.1301 loss_giou_2: 0.4036 loss_class_3: 0.2792 loss_bbox_3: 0.1281 loss_giou_3: 0.4002 loss_class_4: 0.2773 loss_bbox_4: 0.1269 loss_giou_4: 0.3988 loss_class_enc: 0.3264 loss_bbox_enc: 0.1543 loss_giou_enc: 0.4573 loss_class_dn: 0.07794 loss_bbox_dn: 0.1836 loss_giou_dn: 0.4198 loss_class_dn_0: 0.1268 loss_bbox_dn_0: 0.2695 loss_giou_dn_0: 0.5652 loss_class_dn_1: 0.1001 loss_bbox_dn_1: 0.2081 loss_giou_dn_1: 0.4615 loss_class_dn_2: 0.08679 loss_bbox_dn_2: 0.1906 loss_giou_dn_2: 0.4333 loss_class_dn_3: 0.08281 loss_bbox_dn_3: 0.185 loss_giou_dn_3: 0.423 loss_class_dn_4: 0.07936 loss_bbox_dn_4: 0.1835 loss_giou_dn_4: 0.4197 time: 1.1151 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/20 02:23:48 d2.utils.events]: eta: 2 days, 11:38:25 iter: 30249 total_loss: 10.71 loss_class: 0.2825 loss_bbox: 0.1265 loss_giou: 0.4178 loss_class_0: 0.3397 loss_bbox_0: 0.1389 loss_giou_0: 0.4325 loss_class_1: 0.3018 loss_bbox_1: 0.1338 loss_giou_1: 0.4304 loss_class_2: 0.2901 loss_bbox_2: 0.1306 loss_giou_2: 0.421 loss_class_3: 0.288 loss_bbox_3: 0.1279 loss_giou_3: 0.4178 loss_class_4: 0.2856 loss_bbox_4: 0.127 loss_giou_4: 0.4172 loss_class_enc: 0.3341 loss_bbox_enc: 0.1558 loss_giou_enc: 0.4759 loss_class_dn: 0.08056 loss_bbox_dn: 0.1885 loss_giou_dn: 0.4405 loss_class_dn_0: 0.1266 loss_bbox_dn_0: 0.2711 loss_giou_dn_0: 0.5825 loss_class_dn_1: 0.09956 loss_bbox_dn_1: 0.2137 loss_giou_dn_1: 0.484 loss_class_dn_2: 0.08901 loss_bbox_dn_2: 0.1946 loss_giou_dn_2: 0.4537 loss_class_dn_3: 0.08521 loss_bbox_dn_3: 0.1891 loss_giou_dn_3: 0.443 loss_class_dn_4: 0.08151 loss_bbox_dn_4: 0.1888 loss_giou_dn_4: 0.4404 time: 1.1151 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 02:24:43 d2.utils.events]: eta: 2 days, 11:34:12 iter: 30299 total_loss: 10.44 loss_class: 0.2765 loss_bbox: 0.1238 loss_giou: 0.4129 loss_class_0: 0.3333 loss_bbox_0: 0.1319 loss_giou_0: 0.4258 loss_class_1: 0.2979 loss_bbox_1: 0.1312 loss_giou_1: 0.4234 loss_class_2: 0.2832 loss_bbox_2: 0.1273 loss_giou_2: 0.4219 loss_class_3: 0.281 loss_bbox_3: 0.1253 loss_giou_3: 0.4167 loss_class_4: 0.2781 loss_bbox_4: 0.1237 loss_giou_4: 0.4126 loss_class_enc: 0.3296 loss_bbox_enc: 0.1498 loss_giou_enc: 0.4594 loss_class_dn: 0.07401 loss_bbox_dn: 0.183 loss_giou_dn: 0.4303 loss_class_dn_0: 0.119 loss_bbox_dn_0: 0.2587 loss_giou_dn_0: 0.5733 loss_class_dn_1: 0.09303 loss_bbox_dn_1: 0.2035 loss_giou_dn_1: 0.4719 loss_class_dn_2: 0.08211 loss_bbox_dn_2: 0.1888 loss_giou_dn_2: 0.442 loss_class_dn_3: 0.07909 loss_bbox_dn_3: 0.1835 loss_giou_dn_3: 0.433 loss_class_dn_4: 0.07606 loss_bbox_dn_4: 0.183 loss_giou_dn_4: 0.4303 time: 1.1150 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 02:25:39 d2.utils.events]: eta: 2 days, 11:33:32 iter: 30349 total_loss: 10.38 loss_class: 0.2703 loss_bbox: 0.1203 loss_giou: 0.393 loss_class_0: 0.3256 loss_bbox_0: 0.1257 loss_giou_0: 0.4095 loss_class_1: 0.286 loss_bbox_1: 0.1253 loss_giou_1: 0.4076 loss_class_2: 0.2746 loss_bbox_2: 0.122 loss_giou_2: 0.3993 loss_class_3: 0.2737 loss_bbox_3: 0.1202 loss_giou_3: 0.394 loss_class_4: 0.2715 loss_bbox_4: 0.1202 loss_giou_4: 0.3939 loss_class_enc: 0.3162 loss_bbox_enc: 0.147 loss_giou_enc: 0.4503 loss_class_dn: 0.0757 loss_bbox_dn: 0.1841 loss_giou_dn: 0.4288 loss_class_dn_0: 0.1216 loss_bbox_dn_0: 0.2607 loss_giou_dn_0: 0.5689 loss_class_dn_1: 0.09396 loss_bbox_dn_1: 0.2066 loss_giou_dn_1: 0.4705 loss_class_dn_2: 0.08244 loss_bbox_dn_2: 0.1892 loss_giou_dn_2: 0.4423 loss_class_dn_3: 0.07927 loss_bbox_dn_3: 0.1847 loss_giou_dn_3: 0.4315 loss_class_dn_4: 0.07696 loss_bbox_dn_4: 0.1842 loss_giou_dn_4: 0.4287 time: 1.1150 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 02:26:34 d2.utils.events]: eta: 2 days, 11:31:28 iter: 30399 total_loss: 10.48 loss_class: 0.2768 loss_bbox: 0.1198 loss_giou: 0.4128 loss_class_0: 0.3306 loss_bbox_0: 0.1275 loss_giou_0: 0.4265 loss_class_1: 0.2978 loss_bbox_1: 0.1259 loss_giou_1: 0.4211 loss_class_2: 0.282 loss_bbox_2: 0.1228 loss_giou_2: 0.4154 loss_class_3: 0.279 loss_bbox_3: 0.1215 loss_giou_3: 0.4131 loss_class_4: 0.2772 loss_bbox_4: 0.1201 loss_giou_4: 0.4128 loss_class_enc: 0.3266 loss_bbox_enc: 0.1493 loss_giou_enc: 0.4688 loss_class_dn: 0.07818 loss_bbox_dn: 0.1804 loss_giou_dn: 0.4263 loss_class_dn_0: 0.1252 loss_bbox_dn_0: 0.2578 loss_giou_dn_0: 0.5733 loss_class_dn_1: 0.0983 loss_bbox_dn_1: 0.2016 loss_giou_dn_1: 0.4687 loss_class_dn_2: 0.08537 loss_bbox_dn_2: 0.1857 loss_giou_dn_2: 0.4394 loss_class_dn_3: 0.08208 loss_bbox_dn_3: 0.1813 loss_giou_dn_3: 0.4288 loss_class_dn_4: 0.07876 loss_bbox_dn_4: 0.1805 loss_giou_dn_4: 0.4262 time: 1.1150 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 02:27:30 d2.utils.events]: eta: 2 days, 11:30:40 iter: 30449 total_loss: 10.43 loss_class: 0.2771 loss_bbox: 0.1241 loss_giou: 0.4072 loss_class_0: 0.3308 loss_bbox_0: 0.1335 loss_giou_0: 0.426 loss_class_1: 0.2943 loss_bbox_1: 0.1329 loss_giou_1: 0.4224 loss_class_2: 0.2832 loss_bbox_2: 0.1287 loss_giou_2: 0.4153 loss_class_3: 0.2814 loss_bbox_3: 0.1255 loss_giou_3: 0.4091 loss_class_4: 0.2782 loss_bbox_4: 0.1245 loss_giou_4: 0.4073 loss_class_enc: 0.3264 loss_bbox_enc: 0.1535 loss_giou_enc: 0.4666 loss_class_dn: 0.0737 loss_bbox_dn: 0.1901 loss_giou_dn: 0.4337 loss_class_dn_0: 0.1213 loss_bbox_dn_0: 0.2692 loss_giou_dn_0: 0.5737 loss_class_dn_1: 0.09353 loss_bbox_dn_1: 0.2141 loss_giou_dn_1: 0.4713 loss_class_dn_2: 0.08232 loss_bbox_dn_2: 0.1962 loss_giou_dn_2: 0.4448 loss_class_dn_3: 0.07876 loss_bbox_dn_3: 0.1914 loss_giou_dn_3: 0.4361 loss_class_dn_4: 0.07543 loss_bbox_dn_4: 0.1902 loss_giou_dn_4: 0.4335 time: 1.1150 data_time: 0.0994 lr: 0.0001 max_mem: 43217M [05/20 02:28:26 d2.utils.events]: eta: 2 days, 11:29:45 iter: 30499 total_loss: 10.55 loss_class: 0.2762 loss_bbox: 0.1234 loss_giou: 0.4071 loss_class_0: 0.33 loss_bbox_0: 0.1315 loss_giou_0: 0.4239 loss_class_1: 0.2922 loss_bbox_1: 0.1318 loss_giou_1: 0.4205 loss_class_2: 0.2822 loss_bbox_2: 0.1279 loss_giou_2: 0.4119 loss_class_3: 0.2798 loss_bbox_3: 0.124 loss_giou_3: 0.4061 loss_class_4: 0.2772 loss_bbox_4: 0.1235 loss_giou_4: 0.4053 loss_class_enc: 0.3239 loss_bbox_enc: 0.1534 loss_giou_enc: 0.4623 loss_class_dn: 0.07822 loss_bbox_dn: 0.1865 loss_giou_dn: 0.4318 loss_class_dn_0: 0.1222 loss_bbox_dn_0: 0.2662 loss_giou_dn_0: 0.5709 loss_class_dn_1: 0.09609 loss_bbox_dn_1: 0.2095 loss_giou_dn_1: 0.4705 loss_class_dn_2: 0.08554 loss_bbox_dn_2: 0.1921 loss_giou_dn_2: 0.4445 loss_class_dn_3: 0.08201 loss_bbox_dn_3: 0.1873 loss_giou_dn_3: 0.434 loss_class_dn_4: 0.07898 loss_bbox_dn_4: 0.1865 loss_giou_dn_4: 0.4316 time: 1.1150 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 02:29:22 d2.utils.events]: eta: 2 days, 11:28:42 iter: 30549 total_loss: 10.6 loss_class: 0.2793 loss_bbox: 0.1257 loss_giou: 0.4148 loss_class_0: 0.3323 loss_bbox_0: 0.1324 loss_giou_0: 0.4309 loss_class_1: 0.2978 loss_bbox_1: 0.129 loss_giou_1: 0.4245 loss_class_2: 0.2837 loss_bbox_2: 0.1278 loss_giou_2: 0.4214 loss_class_3: 0.2815 loss_bbox_3: 0.1258 loss_giou_3: 0.4154 loss_class_4: 0.2806 loss_bbox_4: 0.1259 loss_giou_4: 0.4155 loss_class_enc: 0.3238 loss_bbox_enc: 0.1505 loss_giou_enc: 0.4716 loss_class_dn: 0.07538 loss_bbox_dn: 0.181 loss_giou_dn: 0.443 loss_class_dn_0: 0.1239 loss_bbox_dn_0: 0.2524 loss_giou_dn_0: 0.5828 loss_class_dn_1: 0.09616 loss_bbox_dn_1: 0.2021 loss_giou_dn_1: 0.483 loss_class_dn_2: 0.08406 loss_bbox_dn_2: 0.1877 loss_giou_dn_2: 0.4545 loss_class_dn_3: 0.07986 loss_bbox_dn_3: 0.1821 loss_giou_dn_3: 0.4452 loss_class_dn_4: 0.07687 loss_bbox_dn_4: 0.181 loss_giou_dn_4: 0.4428 time: 1.1150 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 02:30:18 d2.utils.events]: eta: 2 days, 11:28:08 iter: 30599 total_loss: 10.47 loss_class: 0.2817 loss_bbox: 0.1212 loss_giou: 0.4093 loss_class_0: 0.3355 loss_bbox_0: 0.1316 loss_giou_0: 0.4241 loss_class_1: 0.3022 loss_bbox_1: 0.1276 loss_giou_1: 0.4154 loss_class_2: 0.2869 loss_bbox_2: 0.1247 loss_giou_2: 0.4145 loss_class_3: 0.2847 loss_bbox_3: 0.1228 loss_giou_3: 0.4111 loss_class_4: 0.2834 loss_bbox_4: 0.1209 loss_giou_4: 0.4083 loss_class_enc: 0.328 loss_bbox_enc: 0.1484 loss_giou_enc: 0.4628 loss_class_dn: 0.07826 loss_bbox_dn: 0.1798 loss_giou_dn: 0.4244 loss_class_dn_0: 0.123 loss_bbox_dn_0: 0.2641 loss_giou_dn_0: 0.566 loss_class_dn_1: 0.09735 loss_bbox_dn_1: 0.2035 loss_giou_dn_1: 0.4636 loss_class_dn_2: 0.08454 loss_bbox_dn_2: 0.1872 loss_giou_dn_2: 0.4363 loss_class_dn_3: 0.08243 loss_bbox_dn_3: 0.1814 loss_giou_dn_3: 0.4271 loss_class_dn_4: 0.0791 loss_bbox_dn_4: 0.18 loss_giou_dn_4: 0.4243 time: 1.1150 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/20 02:31:14 d2.utils.events]: eta: 2 days, 11:28:26 iter: 30649 total_loss: 10.25 loss_class: 0.2752 loss_bbox: 0.1227 loss_giou: 0.3992 loss_class_0: 0.3252 loss_bbox_0: 0.1311 loss_giou_0: 0.4207 loss_class_1: 0.2902 loss_bbox_1: 0.1292 loss_giou_1: 0.4112 loss_class_2: 0.2816 loss_bbox_2: 0.1238 loss_giou_2: 0.4059 loss_class_3: 0.2792 loss_bbox_3: 0.1229 loss_giou_3: 0.402 loss_class_4: 0.2772 loss_bbox_4: 0.1222 loss_giou_4: 0.3996 loss_class_enc: 0.3218 loss_bbox_enc: 0.1497 loss_giou_enc: 0.4581 loss_class_dn: 0.07425 loss_bbox_dn: 0.1857 loss_giou_dn: 0.42 loss_class_dn_0: 0.1226 loss_bbox_dn_0: 0.2623 loss_giou_dn_0: 0.5644 loss_class_dn_1: 0.09419 loss_bbox_dn_1: 0.208 loss_giou_dn_1: 0.4607 loss_class_dn_2: 0.08305 loss_bbox_dn_2: 0.192 loss_giou_dn_2: 0.4325 loss_class_dn_3: 0.07918 loss_bbox_dn_3: 0.1871 loss_giou_dn_3: 0.4223 loss_class_dn_4: 0.07579 loss_bbox_dn_4: 0.1857 loss_giou_dn_4: 0.42 time: 1.1150 data_time: 0.0940 lr: 0.0001 max_mem: 43217M [05/20 02:32:11 d2.utils.events]: eta: 2 days, 11:26:35 iter: 30699 total_loss: 10.72 loss_class: 0.2875 loss_bbox: 0.1268 loss_giou: 0.416 loss_class_0: 0.3395 loss_bbox_0: 0.1342 loss_giou_0: 0.4304 loss_class_1: 0.3066 loss_bbox_1: 0.133 loss_giou_1: 0.4303 loss_class_2: 0.2944 loss_bbox_2: 0.1304 loss_giou_2: 0.4248 loss_class_3: 0.2917 loss_bbox_3: 0.1272 loss_giou_3: 0.4182 loss_class_4: 0.2884 loss_bbox_4: 0.1265 loss_giou_4: 0.4162 loss_class_enc: 0.332 loss_bbox_enc: 0.1541 loss_giou_enc: 0.4747 loss_class_dn: 0.08142 loss_bbox_dn: 0.1848 loss_giou_dn: 0.4378 loss_class_dn_0: 0.128 loss_bbox_dn_0: 0.2602 loss_giou_dn_0: 0.5803 loss_class_dn_1: 0.102 loss_bbox_dn_1: 0.2056 loss_giou_dn_1: 0.4828 loss_class_dn_2: 0.0893 loss_bbox_dn_2: 0.1906 loss_giou_dn_2: 0.453 loss_class_dn_3: 0.08554 loss_bbox_dn_3: 0.1864 loss_giou_dn_3: 0.441 loss_class_dn_4: 0.08314 loss_bbox_dn_4: 0.1847 loss_giou_dn_4: 0.4378 time: 1.1150 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 02:33:06 d2.utils.events]: eta: 2 days, 11:25:02 iter: 30749 total_loss: 10.44 loss_class: 0.2693 loss_bbox: 0.1218 loss_giou: 0.4202 loss_class_0: 0.3248 loss_bbox_0: 0.131 loss_giou_0: 0.4377 loss_class_1: 0.2875 loss_bbox_1: 0.1286 loss_giou_1: 0.4333 loss_class_2: 0.2749 loss_bbox_2: 0.1262 loss_giou_2: 0.425 loss_class_3: 0.2734 loss_bbox_3: 0.1227 loss_giou_3: 0.4218 loss_class_4: 0.272 loss_bbox_4: 0.1219 loss_giou_4: 0.4202 loss_class_enc: 0.3204 loss_bbox_enc: 0.1515 loss_giou_enc: 0.4783 loss_class_dn: 0.07367 loss_bbox_dn: 0.1768 loss_giou_dn: 0.4345 loss_class_dn_0: 0.1187 loss_bbox_dn_0: 0.2617 loss_giou_dn_0: 0.5763 loss_class_dn_1: 0.09154 loss_bbox_dn_1: 0.2032 loss_giou_dn_1: 0.4757 loss_class_dn_2: 0.08087 loss_bbox_dn_2: 0.1848 loss_giou_dn_2: 0.4493 loss_class_dn_3: 0.07803 loss_bbox_dn_3: 0.1783 loss_giou_dn_3: 0.4379 loss_class_dn_4: 0.07472 loss_bbox_dn_4: 0.177 loss_giou_dn_4: 0.4344 time: 1.1150 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 02:34:02 d2.utils.events]: eta: 2 days, 11:21:59 iter: 30799 total_loss: 10.42 loss_class: 0.2693 loss_bbox: 0.1219 loss_giou: 0.3999 loss_class_0: 0.3237 loss_bbox_0: 0.1329 loss_giou_0: 0.4154 loss_class_1: 0.2891 loss_bbox_1: 0.1279 loss_giou_1: 0.4082 loss_class_2: 0.2764 loss_bbox_2: 0.124 loss_giou_2: 0.4047 loss_class_3: 0.2734 loss_bbox_3: 0.1225 loss_giou_3: 0.3996 loss_class_4: 0.2696 loss_bbox_4: 0.1218 loss_giou_4: 0.3981 loss_class_enc: 0.321 loss_bbox_enc: 0.1523 loss_giou_enc: 0.4591 loss_class_dn: 0.07626 loss_bbox_dn: 0.1898 loss_giou_dn: 0.4291 loss_class_dn_0: 0.1244 loss_bbox_dn_0: 0.2686 loss_giou_dn_0: 0.5705 loss_class_dn_1: 0.09651 loss_bbox_dn_1: 0.2108 loss_giou_dn_1: 0.4693 loss_class_dn_2: 0.08466 loss_bbox_dn_2: 0.1958 loss_giou_dn_2: 0.4425 loss_class_dn_3: 0.0807 loss_bbox_dn_3: 0.1904 loss_giou_dn_3: 0.4329 loss_class_dn_4: 0.07697 loss_bbox_dn_4: 0.1899 loss_giou_dn_4: 0.4289 time: 1.1150 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 02:34:59 d2.utils.events]: eta: 2 days, 11:21:56 iter: 30849 total_loss: 10.46 loss_class: 0.2795 loss_bbox: 0.1226 loss_giou: 0.4052 loss_class_0: 0.3349 loss_bbox_0: 0.1319 loss_giou_0: 0.4242 loss_class_1: 0.2971 loss_bbox_1: 0.1298 loss_giou_1: 0.4143 loss_class_2: 0.2839 loss_bbox_2: 0.1264 loss_giou_2: 0.4114 loss_class_3: 0.2839 loss_bbox_3: 0.1231 loss_giou_3: 0.4061 loss_class_4: 0.2802 loss_bbox_4: 0.1228 loss_giou_4: 0.4061 loss_class_enc: 0.3264 loss_bbox_enc: 0.1532 loss_giou_enc: 0.4627 loss_class_dn: 0.07557 loss_bbox_dn: 0.1838 loss_giou_dn: 0.427 loss_class_dn_0: 0.1243 loss_bbox_dn_0: 0.2614 loss_giou_dn_0: 0.5717 loss_class_dn_1: 0.0965 loss_bbox_dn_1: 0.206 loss_giou_dn_1: 0.4667 loss_class_dn_2: 0.08307 loss_bbox_dn_2: 0.1885 loss_giou_dn_2: 0.44 loss_class_dn_3: 0.08038 loss_bbox_dn_3: 0.1844 loss_giou_dn_3: 0.4304 loss_class_dn_4: 0.07707 loss_bbox_dn_4: 0.1839 loss_giou_dn_4: 0.4272 time: 1.1150 data_time: 0.0921 lr: 0.0001 max_mem: 43217M [05/20 02:35:54 d2.utils.events]: eta: 2 days, 11:20:09 iter: 30899 total_loss: 10.49 loss_class: 0.2838 loss_bbox: 0.1223 loss_giou: 0.399 loss_class_0: 0.3275 loss_bbox_0: 0.1306 loss_giou_0: 0.4142 loss_class_1: 0.2976 loss_bbox_1: 0.1281 loss_giou_1: 0.4096 loss_class_2: 0.2858 loss_bbox_2: 0.1259 loss_giou_2: 0.4044 loss_class_3: 0.2847 loss_bbox_3: 0.1231 loss_giou_3: 0.4013 loss_class_4: 0.282 loss_bbox_4: 0.1231 loss_giou_4: 0.3987 loss_class_enc: 0.3254 loss_bbox_enc: 0.1491 loss_giou_enc: 0.4561 loss_class_dn: 0.07485 loss_bbox_dn: 0.1817 loss_giou_dn: 0.4383 loss_class_dn_0: 0.1221 loss_bbox_dn_0: 0.2571 loss_giou_dn_0: 0.575 loss_class_dn_1: 0.09384 loss_bbox_dn_1: 0.2045 loss_giou_dn_1: 0.4787 loss_class_dn_2: 0.08251 loss_bbox_dn_2: 0.1877 loss_giou_dn_2: 0.4516 loss_class_dn_3: 0.07998 loss_bbox_dn_3: 0.1826 loss_giou_dn_3: 0.4412 loss_class_dn_4: 0.07656 loss_bbox_dn_4: 0.1818 loss_giou_dn_4: 0.4384 time: 1.1150 data_time: 0.0937 lr: 0.0001 max_mem: 43217M [05/20 02:36:50 d2.utils.events]: eta: 2 days, 11:20:23 iter: 30949 total_loss: 10.35 loss_class: 0.2775 loss_bbox: 0.1229 loss_giou: 0.4214 loss_class_0: 0.3337 loss_bbox_0: 0.1321 loss_giou_0: 0.4368 loss_class_1: 0.2962 loss_bbox_1: 0.1297 loss_giou_1: 0.4331 loss_class_2: 0.2826 loss_bbox_2: 0.1274 loss_giou_2: 0.4275 loss_class_3: 0.2813 loss_bbox_3: 0.124 loss_giou_3: 0.4219 loss_class_4: 0.2778 loss_bbox_4: 0.124 loss_giou_4: 0.4228 loss_class_enc: 0.3272 loss_bbox_enc: 0.1508 loss_giou_enc: 0.478 loss_class_dn: 0.07438 loss_bbox_dn: 0.1692 loss_giou_dn: 0.4248 loss_class_dn_0: 0.123 loss_bbox_dn_0: 0.2487 loss_giou_dn_0: 0.5774 loss_class_dn_1: 0.09505 loss_bbox_dn_1: 0.1935 loss_giou_dn_1: 0.4688 loss_class_dn_2: 0.08219 loss_bbox_dn_2: 0.175 loss_giou_dn_2: 0.4381 loss_class_dn_3: 0.0796 loss_bbox_dn_3: 0.1703 loss_giou_dn_3: 0.4272 loss_class_dn_4: 0.07528 loss_bbox_dn_4: 0.1693 loss_giou_dn_4: 0.4249 time: 1.1150 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 02:37:45 d2.utils.events]: eta: 2 days, 11:18:45 iter: 30999 total_loss: 10.33 loss_class: 0.2746 loss_bbox: 0.1175 loss_giou: 0.4209 loss_class_0: 0.3267 loss_bbox_0: 0.1284 loss_giou_0: 0.4367 loss_class_1: 0.295 loss_bbox_1: 0.1247 loss_giou_1: 0.429 loss_class_2: 0.2827 loss_bbox_2: 0.1208 loss_giou_2: 0.4242 loss_class_3: 0.28 loss_bbox_3: 0.1185 loss_giou_3: 0.4201 loss_class_4: 0.2771 loss_bbox_4: 0.1171 loss_giou_4: 0.42 loss_class_enc: 0.3243 loss_bbox_enc: 0.1471 loss_giou_enc: 0.4726 loss_class_dn: 0.07358 loss_bbox_dn: 0.1761 loss_giou_dn: 0.431 loss_class_dn_0: 0.1212 loss_bbox_dn_0: 0.2518 loss_giou_dn_0: 0.5671 loss_class_dn_1: 0.09562 loss_bbox_dn_1: 0.1995 loss_giou_dn_1: 0.469 loss_class_dn_2: 0.08259 loss_bbox_dn_2: 0.1821 loss_giou_dn_2: 0.4428 loss_class_dn_3: 0.07835 loss_bbox_dn_3: 0.1775 loss_giou_dn_3: 0.433 loss_class_dn_4: 0.07495 loss_bbox_dn_4: 0.1761 loss_giou_dn_4: 0.4306 time: 1.1149 data_time: 0.0919 lr: 0.0001 max_mem: 43217M [05/20 02:38:42 d2.utils.events]: eta: 2 days, 11:20:54 iter: 31049 total_loss: 10.58 loss_class: 0.2863 loss_bbox: 0.1259 loss_giou: 0.402 loss_class_0: 0.3347 loss_bbox_0: 0.133 loss_giou_0: 0.4195 loss_class_1: 0.2966 loss_bbox_1: 0.1328 loss_giou_1: 0.4157 loss_class_2: 0.2896 loss_bbox_2: 0.1287 loss_giou_2: 0.4082 loss_class_3: 0.2883 loss_bbox_3: 0.1273 loss_giou_3: 0.4027 loss_class_4: 0.2871 loss_bbox_4: 0.1254 loss_giou_4: 0.4018 loss_class_enc: 0.3294 loss_bbox_enc: 0.1511 loss_giou_enc: 0.4582 loss_class_dn: 0.07494 loss_bbox_dn: 0.1879 loss_giou_dn: 0.4312 loss_class_dn_0: 0.1237 loss_bbox_dn_0: 0.2719 loss_giou_dn_0: 0.571 loss_class_dn_1: 0.09528 loss_bbox_dn_1: 0.2135 loss_giou_dn_1: 0.4731 loss_class_dn_2: 0.08331 loss_bbox_dn_2: 0.1954 loss_giou_dn_2: 0.4446 loss_class_dn_3: 0.07991 loss_bbox_dn_3: 0.1892 loss_giou_dn_3: 0.4343 loss_class_dn_4: 0.07682 loss_bbox_dn_4: 0.188 loss_giou_dn_4: 0.4312 time: 1.1150 data_time: 0.0945 lr: 0.0001 max_mem: 43217M [05/20 02:39:37 d2.utils.events]: eta: 2 days, 11:19:39 iter: 31099 total_loss: 10.41 loss_class: 0.2768 loss_bbox: 0.1261 loss_giou: 0.3944 loss_class_0: 0.3314 loss_bbox_0: 0.1325 loss_giou_0: 0.4142 loss_class_1: 0.2972 loss_bbox_1: 0.1323 loss_giou_1: 0.4101 loss_class_2: 0.2842 loss_bbox_2: 0.1276 loss_giou_2: 0.4028 loss_class_3: 0.2809 loss_bbox_3: 0.1273 loss_giou_3: 0.397 loss_class_4: 0.277 loss_bbox_4: 0.1259 loss_giou_4: 0.3951 loss_class_enc: 0.326 loss_bbox_enc: 0.1488 loss_giou_enc: 0.4522 loss_class_dn: 0.07578 loss_bbox_dn: 0.1789 loss_giou_dn: 0.4243 loss_class_dn_0: 0.1253 loss_bbox_dn_0: 0.2539 loss_giou_dn_0: 0.5615 loss_class_dn_1: 0.09752 loss_bbox_dn_1: 0.1989 loss_giou_dn_1: 0.4643 loss_class_dn_2: 0.08455 loss_bbox_dn_2: 0.1829 loss_giou_dn_2: 0.439 loss_class_dn_3: 0.08162 loss_bbox_dn_3: 0.1803 loss_giou_dn_3: 0.4277 loss_class_dn_4: 0.07739 loss_bbox_dn_4: 0.179 loss_giou_dn_4: 0.4242 time: 1.1150 data_time: 0.1038 lr: 0.0001 max_mem: 43217M [05/20 02:40:33 d2.utils.events]: eta: 2 days, 11:19:30 iter: 31149 total_loss: 10.36 loss_class: 0.2792 loss_bbox: 0.1186 loss_giou: 0.407 loss_class_0: 0.327 loss_bbox_0: 0.1273 loss_giou_0: 0.424 loss_class_1: 0.2937 loss_bbox_1: 0.1251 loss_giou_1: 0.4212 loss_class_2: 0.285 loss_bbox_2: 0.1214 loss_giou_2: 0.416 loss_class_3: 0.2829 loss_bbox_3: 0.1196 loss_giou_3: 0.4095 loss_class_4: 0.2811 loss_bbox_4: 0.1178 loss_giou_4: 0.4074 loss_class_enc: 0.323 loss_bbox_enc: 0.1445 loss_giou_enc: 0.466 loss_class_dn: 0.07946 loss_bbox_dn: 0.1772 loss_giou_dn: 0.4295 loss_class_dn_0: 0.1287 loss_bbox_dn_0: 0.2556 loss_giou_dn_0: 0.5692 loss_class_dn_1: 0.1006 loss_bbox_dn_1: 0.1987 loss_giou_dn_1: 0.4698 loss_class_dn_2: 0.08713 loss_bbox_dn_2: 0.1826 loss_giou_dn_2: 0.4445 loss_class_dn_3: 0.08287 loss_bbox_dn_3: 0.178 loss_giou_dn_3: 0.4324 loss_class_dn_4: 0.08066 loss_bbox_dn_4: 0.1773 loss_giou_dn_4: 0.4294 time: 1.1149 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 02:41:29 d2.utils.events]: eta: 2 days, 11:19:19 iter: 31199 total_loss: 10.32 loss_class: 0.2738 loss_bbox: 0.1249 loss_giou: 0.4057 loss_class_0: 0.3262 loss_bbox_0: 0.1349 loss_giou_0: 0.4148 loss_class_1: 0.2916 loss_bbox_1: 0.1306 loss_giou_1: 0.4149 loss_class_2: 0.2798 loss_bbox_2: 0.1284 loss_giou_2: 0.4093 loss_class_3: 0.2743 loss_bbox_3: 0.1255 loss_giou_3: 0.4069 loss_class_4: 0.2736 loss_bbox_4: 0.1248 loss_giou_4: 0.4046 loss_class_enc: 0.32 loss_bbox_enc: 0.1532 loss_giou_enc: 0.4592 loss_class_dn: 0.07827 loss_bbox_dn: 0.1832 loss_giou_dn: 0.4271 loss_class_dn_0: 0.1255 loss_bbox_dn_0: 0.2649 loss_giou_dn_0: 0.5679 loss_class_dn_1: 0.1004 loss_bbox_dn_1: 0.2074 loss_giou_dn_1: 0.467 loss_class_dn_2: 0.08728 loss_bbox_dn_2: 0.1895 loss_giou_dn_2: 0.4377 loss_class_dn_3: 0.08383 loss_bbox_dn_3: 0.1842 loss_giou_dn_3: 0.4294 loss_class_dn_4: 0.07961 loss_bbox_dn_4: 0.1832 loss_giou_dn_4: 0.4271 time: 1.1149 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 02:42:25 d2.utils.events]: eta: 2 days, 11:17:40 iter: 31249 total_loss: 10.55 loss_class: 0.2772 loss_bbox: 0.1238 loss_giou: 0.408 loss_class_0: 0.3251 loss_bbox_0: 0.1334 loss_giou_0: 0.425 loss_class_1: 0.2921 loss_bbox_1: 0.1308 loss_giou_1: 0.4157 loss_class_2: 0.2811 loss_bbox_2: 0.1278 loss_giou_2: 0.4137 loss_class_3: 0.281 loss_bbox_3: 0.1246 loss_giou_3: 0.4108 loss_class_4: 0.2773 loss_bbox_4: 0.1242 loss_giou_4: 0.408 loss_class_enc: 0.3253 loss_bbox_enc: 0.1495 loss_giou_enc: 0.4597 loss_class_dn: 0.07531 loss_bbox_dn: 0.1822 loss_giou_dn: 0.4343 loss_class_dn_0: 0.123 loss_bbox_dn_0: 0.2632 loss_giou_dn_0: 0.574 loss_class_dn_1: 0.09632 loss_bbox_dn_1: 0.2063 loss_giou_dn_1: 0.4755 loss_class_dn_2: 0.0843 loss_bbox_dn_2: 0.1885 loss_giou_dn_2: 0.4469 loss_class_dn_3: 0.08058 loss_bbox_dn_3: 0.1837 loss_giou_dn_3: 0.4369 loss_class_dn_4: 0.07707 loss_bbox_dn_4: 0.1825 loss_giou_dn_4: 0.4343 time: 1.1149 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 02:43:20 d2.utils.events]: eta: 2 days, 11:17:33 iter: 31299 total_loss: 10.6 loss_class: 0.2794 loss_bbox: 0.1242 loss_giou: 0.4049 loss_class_0: 0.3338 loss_bbox_0: 0.1313 loss_giou_0: 0.4245 loss_class_1: 0.2999 loss_bbox_1: 0.1287 loss_giou_1: 0.4193 loss_class_2: 0.2884 loss_bbox_2: 0.1273 loss_giou_2: 0.4173 loss_class_3: 0.2831 loss_bbox_3: 0.1258 loss_giou_3: 0.4093 loss_class_4: 0.2804 loss_bbox_4: 0.1247 loss_giou_4: 0.4048 loss_class_enc: 0.3279 loss_bbox_enc: 0.1501 loss_giou_enc: 0.4686 loss_class_dn: 0.07953 loss_bbox_dn: 0.1829 loss_giou_dn: 0.4344 loss_class_dn_0: 0.1285 loss_bbox_dn_0: 0.2586 loss_giou_dn_0: 0.5769 loss_class_dn_1: 0.09999 loss_bbox_dn_1: 0.2051 loss_giou_dn_1: 0.4767 loss_class_dn_2: 0.08735 loss_bbox_dn_2: 0.1904 loss_giou_dn_2: 0.4476 loss_class_dn_3: 0.08377 loss_bbox_dn_3: 0.1846 loss_giou_dn_3: 0.437 loss_class_dn_4: 0.08064 loss_bbox_dn_4: 0.1831 loss_giou_dn_4: 0.4343 time: 1.1149 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 02:44:17 d2.utils.events]: eta: 2 days, 11:21:26 iter: 31349 total_loss: 10.42 loss_class: 0.2807 loss_bbox: 0.1228 loss_giou: 0.4185 loss_class_0: 0.3291 loss_bbox_0: 0.131 loss_giou_0: 0.4356 loss_class_1: 0.2946 loss_bbox_1: 0.1255 loss_giou_1: 0.4317 loss_class_2: 0.2841 loss_bbox_2: 0.1238 loss_giou_2: 0.4257 loss_class_3: 0.2821 loss_bbox_3: 0.124 loss_giou_3: 0.4217 loss_class_4: 0.2823 loss_bbox_4: 0.1233 loss_giou_4: 0.4192 loss_class_enc: 0.3239 loss_bbox_enc: 0.1491 loss_giou_enc: 0.4772 loss_class_dn: 0.07827 loss_bbox_dn: 0.1768 loss_giou_dn: 0.4345 loss_class_dn_0: 0.1274 loss_bbox_dn_0: 0.2517 loss_giou_dn_0: 0.5741 loss_class_dn_1: 0.09875 loss_bbox_dn_1: 0.1972 loss_giou_dn_1: 0.4778 loss_class_dn_2: 0.08581 loss_bbox_dn_2: 0.1819 loss_giou_dn_2: 0.4468 loss_class_dn_3: 0.08236 loss_bbox_dn_3: 0.1782 loss_giou_dn_3: 0.437 loss_class_dn_4: 0.07919 loss_bbox_dn_4: 0.1768 loss_giou_dn_4: 0.4344 time: 1.1149 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 02:45:13 d2.utils.events]: eta: 2 days, 11:23:25 iter: 31399 total_loss: 10.55 loss_class: 0.2821 loss_bbox: 0.1182 loss_giou: 0.4219 loss_class_0: 0.3337 loss_bbox_0: 0.1266 loss_giou_0: 0.435 loss_class_1: 0.2983 loss_bbox_1: 0.1257 loss_giou_1: 0.4338 loss_class_2: 0.2888 loss_bbox_2: 0.1226 loss_giou_2: 0.4266 loss_class_3: 0.2831 loss_bbox_3: 0.1188 loss_giou_3: 0.4231 loss_class_4: 0.2819 loss_bbox_4: 0.1195 loss_giou_4: 0.4218 loss_class_enc: 0.3282 loss_bbox_enc: 0.1454 loss_giou_enc: 0.4729 loss_class_dn: 0.07843 loss_bbox_dn: 0.1758 loss_giou_dn: 0.4365 loss_class_dn_0: 0.1239 loss_bbox_dn_0: 0.2498 loss_giou_dn_0: 0.5803 loss_class_dn_1: 0.09799 loss_bbox_dn_1: 0.1981 loss_giou_dn_1: 0.4802 loss_class_dn_2: 0.08649 loss_bbox_dn_2: 0.1818 loss_giou_dn_2: 0.4513 loss_class_dn_3: 0.0823 loss_bbox_dn_3: 0.1776 loss_giou_dn_3: 0.4397 loss_class_dn_4: 0.07925 loss_bbox_dn_4: 0.1765 loss_giou_dn_4: 0.4366 time: 1.1149 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 02:46:08 d2.utils.events]: eta: 2 days, 11:22:00 iter: 31449 total_loss: 10.4 loss_class: 0.2732 loss_bbox: 0.1277 loss_giou: 0.3988 loss_class_0: 0.3264 loss_bbox_0: 0.1361 loss_giou_0: 0.4154 loss_class_1: 0.2926 loss_bbox_1: 0.1322 loss_giou_1: 0.4112 loss_class_2: 0.2779 loss_bbox_2: 0.1295 loss_giou_2: 0.4067 loss_class_3: 0.2763 loss_bbox_3: 0.1285 loss_giou_3: 0.4013 loss_class_4: 0.2748 loss_bbox_4: 0.1279 loss_giou_4: 0.4005 loss_class_enc: 0.3204 loss_bbox_enc: 0.1502 loss_giou_enc: 0.4522 loss_class_dn: 0.076 loss_bbox_dn: 0.1788 loss_giou_dn: 0.4233 loss_class_dn_0: 0.1243 loss_bbox_dn_0: 0.2627 loss_giou_dn_0: 0.5634 loss_class_dn_1: 0.09699 loss_bbox_dn_1: 0.2032 loss_giou_dn_1: 0.4629 loss_class_dn_2: 0.08396 loss_bbox_dn_2: 0.1852 loss_giou_dn_2: 0.4363 loss_class_dn_3: 0.08074 loss_bbox_dn_3: 0.1799 loss_giou_dn_3: 0.4258 loss_class_dn_4: 0.07747 loss_bbox_dn_4: 0.1788 loss_giou_dn_4: 0.4231 time: 1.1149 data_time: 0.1070 lr: 0.0001 max_mem: 43217M [05/20 02:47:04 d2.utils.events]: eta: 2 days, 11:20:24 iter: 31499 total_loss: 10.53 loss_class: 0.2777 loss_bbox: 0.1244 loss_giou: 0.4128 loss_class_0: 0.3274 loss_bbox_0: 0.1361 loss_giou_0: 0.4271 loss_class_1: 0.2976 loss_bbox_1: 0.1315 loss_giou_1: 0.4242 loss_class_2: 0.2838 loss_bbox_2: 0.1294 loss_giou_2: 0.4187 loss_class_3: 0.2811 loss_bbox_3: 0.126 loss_giou_3: 0.4138 loss_class_4: 0.2798 loss_bbox_4: 0.1247 loss_giou_4: 0.4116 loss_class_enc: 0.3258 loss_bbox_enc: 0.1522 loss_giou_enc: 0.4629 loss_class_dn: 0.07997 loss_bbox_dn: 0.1806 loss_giou_dn: 0.4317 loss_class_dn_0: 0.1267 loss_bbox_dn_0: 0.2611 loss_giou_dn_0: 0.5746 loss_class_dn_1: 0.09976 loss_bbox_dn_1: 0.2032 loss_giou_dn_1: 0.473 loss_class_dn_2: 0.08752 loss_bbox_dn_2: 0.1866 loss_giou_dn_2: 0.4451 loss_class_dn_3: 0.08391 loss_bbox_dn_3: 0.1817 loss_giou_dn_3: 0.4354 loss_class_dn_4: 0.08061 loss_bbox_dn_4: 0.1807 loss_giou_dn_4: 0.4316 time: 1.1149 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 02:48:01 d2.utils.events]: eta: 2 days, 11:20:07 iter: 31549 total_loss: 10.5 loss_class: 0.2774 loss_bbox: 0.1246 loss_giou: 0.4054 loss_class_0: 0.3269 loss_bbox_0: 0.1341 loss_giou_0: 0.4242 loss_class_1: 0.2953 loss_bbox_1: 0.1311 loss_giou_1: 0.4154 loss_class_2: 0.2827 loss_bbox_2: 0.1266 loss_giou_2: 0.4105 loss_class_3: 0.2803 loss_bbox_3: 0.1246 loss_giou_3: 0.4061 loss_class_4: 0.2791 loss_bbox_4: 0.1244 loss_giou_4: 0.4049 loss_class_enc: 0.3211 loss_bbox_enc: 0.1531 loss_giou_enc: 0.4592 loss_class_dn: 0.07473 loss_bbox_dn: 0.1879 loss_giou_dn: 0.4341 loss_class_dn_0: 0.1232 loss_bbox_dn_0: 0.2686 loss_giou_dn_0: 0.5743 loss_class_dn_1: 0.09431 loss_bbox_dn_1: 0.211 loss_giou_dn_1: 0.4767 loss_class_dn_2: 0.08223 loss_bbox_dn_2: 0.194 loss_giou_dn_2: 0.4477 loss_class_dn_3: 0.07864 loss_bbox_dn_3: 0.1885 loss_giou_dn_3: 0.4372 loss_class_dn_4: 0.07612 loss_bbox_dn_4: 0.188 loss_giou_dn_4: 0.4341 time: 1.1149 data_time: 0.0941 lr: 0.0001 max_mem: 43217M [05/20 02:48:57 d2.utils.events]: eta: 2 days, 11:18:34 iter: 31599 total_loss: 10.39 loss_class: 0.2823 loss_bbox: 0.1217 loss_giou: 0.4121 loss_class_0: 0.3344 loss_bbox_0: 0.1289 loss_giou_0: 0.4279 loss_class_1: 0.2994 loss_bbox_1: 0.1275 loss_giou_1: 0.4234 loss_class_2: 0.2873 loss_bbox_2: 0.1248 loss_giou_2: 0.4183 loss_class_3: 0.284 loss_bbox_3: 0.123 loss_giou_3: 0.4129 loss_class_4: 0.2829 loss_bbox_4: 0.1227 loss_giou_4: 0.4131 loss_class_enc: 0.3281 loss_bbox_enc: 0.1475 loss_giou_enc: 0.4638 loss_class_dn: 0.07559 loss_bbox_dn: 0.1733 loss_giou_dn: 0.4294 loss_class_dn_0: 0.1223 loss_bbox_dn_0: 0.2533 loss_giou_dn_0: 0.5731 loss_class_dn_1: 0.09534 loss_bbox_dn_1: 0.1977 loss_giou_dn_1: 0.4734 loss_class_dn_2: 0.08352 loss_bbox_dn_2: 0.1792 loss_giou_dn_2: 0.443 loss_class_dn_3: 0.07995 loss_bbox_dn_3: 0.1748 loss_giou_dn_3: 0.4327 loss_class_dn_4: 0.0768 loss_bbox_dn_4: 0.1733 loss_giou_dn_4: 0.4292 time: 1.1149 data_time: 0.0945 lr: 0.0001 max_mem: 43217M [05/20 02:49:52 d2.utils.events]: eta: 2 days, 11:16:39 iter: 31649 total_loss: 10.4 loss_class: 0.2746 loss_bbox: 0.1202 loss_giou: 0.4127 loss_class_0: 0.3264 loss_bbox_0: 0.1291 loss_giou_0: 0.4286 loss_class_1: 0.2933 loss_bbox_1: 0.1265 loss_giou_1: 0.4237 loss_class_2: 0.2796 loss_bbox_2: 0.1227 loss_giou_2: 0.4178 loss_class_3: 0.2768 loss_bbox_3: 0.1209 loss_giou_3: 0.4133 loss_class_4: 0.2746 loss_bbox_4: 0.1209 loss_giou_4: 0.4132 loss_class_enc: 0.3208 loss_bbox_enc: 0.1469 loss_giou_enc: 0.465 loss_class_dn: 0.07467 loss_bbox_dn: 0.1841 loss_giou_dn: 0.4278 loss_class_dn_0: 0.1219 loss_bbox_dn_0: 0.2596 loss_giou_dn_0: 0.5704 loss_class_dn_1: 0.09625 loss_bbox_dn_1: 0.2038 loss_giou_dn_1: 0.4693 loss_class_dn_2: 0.08356 loss_bbox_dn_2: 0.1887 loss_giou_dn_2: 0.4408 loss_class_dn_3: 0.07938 loss_bbox_dn_3: 0.1844 loss_giou_dn_3: 0.4306 loss_class_dn_4: 0.07607 loss_bbox_dn_4: 0.1842 loss_giou_dn_4: 0.4278 time: 1.1149 data_time: 0.0921 lr: 0.0001 max_mem: 43217M [05/20 02:50:47 d2.utils.events]: eta: 2 days, 11:15:10 iter: 31699 total_loss: 10.53 loss_class: 0.2839 loss_bbox: 0.1222 loss_giou: 0.4052 loss_class_0: 0.3321 loss_bbox_0: 0.1317 loss_giou_0: 0.423 loss_class_1: 0.2974 loss_bbox_1: 0.1298 loss_giou_1: 0.4172 loss_class_2: 0.2858 loss_bbox_2: 0.1263 loss_giou_2: 0.4123 loss_class_3: 0.2853 loss_bbox_3: 0.1231 loss_giou_3: 0.407 loss_class_4: 0.284 loss_bbox_4: 0.1223 loss_giou_4: 0.4044 loss_class_enc: 0.3249 loss_bbox_enc: 0.1515 loss_giou_enc: 0.4666 loss_class_dn: 0.08006 loss_bbox_dn: 0.1826 loss_giou_dn: 0.4336 loss_class_dn_0: 0.1266 loss_bbox_dn_0: 0.2586 loss_giou_dn_0: 0.577 loss_class_dn_1: 0.09805 loss_bbox_dn_1: 0.1998 loss_giou_dn_1: 0.4771 loss_class_dn_2: 0.08869 loss_bbox_dn_2: 0.1876 loss_giou_dn_2: 0.4484 loss_class_dn_3: 0.0846 loss_bbox_dn_3: 0.1837 loss_giou_dn_3: 0.4362 loss_class_dn_4: 0.08114 loss_bbox_dn_4: 0.1827 loss_giou_dn_4: 0.4334 time: 1.1149 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 02:51:45 d2.utils.events]: eta: 2 days, 11:17:44 iter: 31749 total_loss: 10.66 loss_class: 0.283 loss_bbox: 0.1236 loss_giou: 0.4069 loss_class_0: 0.3388 loss_bbox_0: 0.1315 loss_giou_0: 0.4223 loss_class_1: 0.3044 loss_bbox_1: 0.1275 loss_giou_1: 0.419 loss_class_2: 0.292 loss_bbox_2: 0.1253 loss_giou_2: 0.4136 loss_class_3: 0.287 loss_bbox_3: 0.1237 loss_giou_3: 0.4098 loss_class_4: 0.2847 loss_bbox_4: 0.123 loss_giou_4: 0.4074 loss_class_enc: 0.3326 loss_bbox_enc: 0.1501 loss_giou_enc: 0.4619 loss_class_dn: 0.0807 loss_bbox_dn: 0.1912 loss_giou_dn: 0.4303 loss_class_dn_0: 0.1292 loss_bbox_dn_0: 0.2648 loss_giou_dn_0: 0.5715 loss_class_dn_1: 0.102 loss_bbox_dn_1: 0.2105 loss_giou_dn_1: 0.4709 loss_class_dn_2: 0.08944 loss_bbox_dn_2: 0.1956 loss_giou_dn_2: 0.4436 loss_class_dn_3: 0.08625 loss_bbox_dn_3: 0.1915 loss_giou_dn_3: 0.4328 loss_class_dn_4: 0.08226 loss_bbox_dn_4: 0.1911 loss_giou_dn_4: 0.4302 time: 1.1149 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/20 02:52:40 d2.utils.events]: eta: 2 days, 11:16:36 iter: 31799 total_loss: 10.46 loss_class: 0.2792 loss_bbox: 0.121 loss_giou: 0.4061 loss_class_0: 0.3284 loss_bbox_0: 0.1298 loss_giou_0: 0.4246 loss_class_1: 0.2957 loss_bbox_1: 0.1266 loss_giou_1: 0.4182 loss_class_2: 0.2862 loss_bbox_2: 0.1232 loss_giou_2: 0.4113 loss_class_3: 0.282 loss_bbox_3: 0.1216 loss_giou_3: 0.4082 loss_class_4: 0.2798 loss_bbox_4: 0.1212 loss_giou_4: 0.4069 loss_class_enc: 0.321 loss_bbox_enc: 0.1494 loss_giou_enc: 0.4612 loss_class_dn: 0.07849 loss_bbox_dn: 0.1785 loss_giou_dn: 0.428 loss_class_dn_0: 0.1268 loss_bbox_dn_0: 0.2564 loss_giou_dn_0: 0.5676 loss_class_dn_1: 0.0991 loss_bbox_dn_1: 0.2031 loss_giou_dn_1: 0.4686 loss_class_dn_2: 0.08694 loss_bbox_dn_2: 0.1853 loss_giou_dn_2: 0.4401 loss_class_dn_3: 0.08301 loss_bbox_dn_3: 0.1799 loss_giou_dn_3: 0.4306 loss_class_dn_4: 0.08023 loss_bbox_dn_4: 0.1786 loss_giou_dn_4: 0.4278 time: 1.1149 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 02:53:36 d2.utils.events]: eta: 2 days, 11:13:14 iter: 31849 total_loss: 10.43 loss_class: 0.2774 loss_bbox: 0.1254 loss_giou: 0.3968 loss_class_0: 0.3312 loss_bbox_0: 0.1324 loss_giou_0: 0.4117 loss_class_1: 0.2966 loss_bbox_1: 0.1315 loss_giou_1: 0.4093 loss_class_2: 0.2847 loss_bbox_2: 0.1272 loss_giou_2: 0.4029 loss_class_3: 0.2797 loss_bbox_3: 0.1259 loss_giou_3: 0.3983 loss_class_4: 0.2778 loss_bbox_4: 0.1257 loss_giou_4: 0.3958 loss_class_enc: 0.3232 loss_bbox_enc: 0.1506 loss_giou_enc: 0.4549 loss_class_dn: 0.07767 loss_bbox_dn: 0.1774 loss_giou_dn: 0.4196 loss_class_dn_0: 0.1227 loss_bbox_dn_0: 0.2629 loss_giou_dn_0: 0.5633 loss_class_dn_1: 0.0969 loss_bbox_dn_1: 0.2029 loss_giou_dn_1: 0.4641 loss_class_dn_2: 0.08509 loss_bbox_dn_2: 0.1843 loss_giou_dn_2: 0.4335 loss_class_dn_3: 0.08234 loss_bbox_dn_3: 0.1791 loss_giou_dn_3: 0.4225 loss_class_dn_4: 0.07921 loss_bbox_dn_4: 0.1774 loss_giou_dn_4: 0.4195 time: 1.1149 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 02:54:33 d2.utils.events]: eta: 2 days, 11:14:46 iter: 31899 total_loss: 10.26 loss_class: 0.2783 loss_bbox: 0.1207 loss_giou: 0.403 loss_class_0: 0.3316 loss_bbox_0: 0.1324 loss_giou_0: 0.4173 loss_class_1: 0.2997 loss_bbox_1: 0.128 loss_giou_1: 0.412 loss_class_2: 0.285 loss_bbox_2: 0.1246 loss_giou_2: 0.4088 loss_class_3: 0.2833 loss_bbox_3: 0.1231 loss_giou_3: 0.4039 loss_class_4: 0.2806 loss_bbox_4: 0.1209 loss_giou_4: 0.4033 loss_class_enc: 0.3268 loss_bbox_enc: 0.1495 loss_giou_enc: 0.4598 loss_class_dn: 0.07647 loss_bbox_dn: 0.1812 loss_giou_dn: 0.4262 loss_class_dn_0: 0.1213 loss_bbox_dn_0: 0.2599 loss_giou_dn_0: 0.5677 loss_class_dn_1: 0.09528 loss_bbox_dn_1: 0.2037 loss_giou_dn_1: 0.4672 loss_class_dn_2: 0.08368 loss_bbox_dn_2: 0.1861 loss_giou_dn_2: 0.4381 loss_class_dn_3: 0.08088 loss_bbox_dn_3: 0.1824 loss_giou_dn_3: 0.4284 loss_class_dn_4: 0.07757 loss_bbox_dn_4: 0.1813 loss_giou_dn_4: 0.4262 time: 1.1149 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 02:55:28 d2.utils.events]: eta: 2 days, 11:13:50 iter: 31949 total_loss: 10.48 loss_class: 0.2799 loss_bbox: 0.1247 loss_giou: 0.4131 loss_class_0: 0.3324 loss_bbox_0: 0.1298 loss_giou_0: 0.4288 loss_class_1: 0.3003 loss_bbox_1: 0.1301 loss_giou_1: 0.425 loss_class_2: 0.2861 loss_bbox_2: 0.1277 loss_giou_2: 0.4204 loss_class_3: 0.2842 loss_bbox_3: 0.1255 loss_giou_3: 0.4152 loss_class_4: 0.2801 loss_bbox_4: 0.125 loss_giou_4: 0.4124 loss_class_enc: 0.3234 loss_bbox_enc: 0.1464 loss_giou_enc: 0.4681 loss_class_dn: 0.07711 loss_bbox_dn: 0.1829 loss_giou_dn: 0.4278 loss_class_dn_0: 0.1239 loss_bbox_dn_0: 0.2593 loss_giou_dn_0: 0.5693 loss_class_dn_1: 0.09704 loss_bbox_dn_1: 0.2034 loss_giou_dn_1: 0.468 loss_class_dn_2: 0.08471 loss_bbox_dn_2: 0.1878 loss_giou_dn_2: 0.4397 loss_class_dn_3: 0.08119 loss_bbox_dn_3: 0.1845 loss_giou_dn_3: 0.4299 loss_class_dn_4: 0.07859 loss_bbox_dn_4: 0.183 loss_giou_dn_4: 0.4278 time: 1.1149 data_time: 0.0932 lr: 0.0001 max_mem: 43217M [05/20 02:56:24 d2.utils.events]: eta: 2 days, 11:14:19 iter: 31999 total_loss: 10.21 loss_class: 0.2678 loss_bbox: 0.1178 loss_giou: 0.4041 loss_class_0: 0.3185 loss_bbox_0: 0.1272 loss_giou_0: 0.4178 loss_class_1: 0.2837 loss_bbox_1: 0.1255 loss_giou_1: 0.4154 loss_class_2: 0.273 loss_bbox_2: 0.1212 loss_giou_2: 0.4091 loss_class_3: 0.2702 loss_bbox_3: 0.1189 loss_giou_3: 0.4054 loss_class_4: 0.2681 loss_bbox_4: 0.1184 loss_giou_4: 0.4049 loss_class_enc: 0.3086 loss_bbox_enc: 0.1482 loss_giou_enc: 0.4591 loss_class_dn: 0.07093 loss_bbox_dn: 0.1744 loss_giou_dn: 0.4172 loss_class_dn_0: 0.1161 loss_bbox_dn_0: 0.2516 loss_giou_dn_0: 0.5562 loss_class_dn_1: 0.08955 loss_bbox_dn_1: 0.1946 loss_giou_dn_1: 0.4571 loss_class_dn_2: 0.07779 loss_bbox_dn_2: 0.1801 loss_giou_dn_2: 0.4279 loss_class_dn_3: 0.07572 loss_bbox_dn_3: 0.175 loss_giou_dn_3: 0.4181 loss_class_dn_4: 0.0719 loss_bbox_dn_4: 0.1745 loss_giou_dn_4: 0.4169 time: 1.1149 data_time: 0.0939 lr: 0.0001 max_mem: 43217M [05/20 02:57:20 d2.utils.events]: eta: 2 days, 11:10:36 iter: 32049 total_loss: 10.34 loss_class: 0.2636 loss_bbox: 0.1192 loss_giou: 0.4136 loss_class_0: 0.3173 loss_bbox_0: 0.1259 loss_giou_0: 0.4268 loss_class_1: 0.28 loss_bbox_1: 0.125 loss_giou_1: 0.4253 loss_class_2: 0.2693 loss_bbox_2: 0.1223 loss_giou_2: 0.4183 loss_class_3: 0.2671 loss_bbox_3: 0.12 loss_giou_3: 0.4144 loss_class_4: 0.2649 loss_bbox_4: 0.1189 loss_giou_4: 0.4136 loss_class_enc: 0.3129 loss_bbox_enc: 0.1449 loss_giou_enc: 0.4646 loss_class_dn: 0.0689 loss_bbox_dn: 0.1755 loss_giou_dn: 0.4316 loss_class_dn_0: 0.1162 loss_bbox_dn_0: 0.2476 loss_giou_dn_0: 0.5677 loss_class_dn_1: 0.08998 loss_bbox_dn_1: 0.1997 loss_giou_dn_1: 0.4727 loss_class_dn_2: 0.07819 loss_bbox_dn_2: 0.1819 loss_giou_dn_2: 0.4449 loss_class_dn_3: 0.07474 loss_bbox_dn_3: 0.1766 loss_giou_dn_3: 0.434 loss_class_dn_4: 0.071 loss_bbox_dn_4: 0.1756 loss_giou_dn_4: 0.4317 time: 1.1149 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 02:58:16 d2.utils.events]: eta: 2 days, 11:09:31 iter: 32099 total_loss: 10.17 loss_class: 0.268 loss_bbox: 0.1182 loss_giou: 0.3947 loss_class_0: 0.3189 loss_bbox_0: 0.1277 loss_giou_0: 0.4124 loss_class_1: 0.2886 loss_bbox_1: 0.1228 loss_giou_1: 0.4091 loss_class_2: 0.2726 loss_bbox_2: 0.1208 loss_giou_2: 0.401 loss_class_3: 0.2728 loss_bbox_3: 0.1192 loss_giou_3: 0.3972 loss_class_4: 0.2698 loss_bbox_4: 0.1187 loss_giou_4: 0.3949 loss_class_enc: 0.3136 loss_bbox_enc: 0.1443 loss_giou_enc: 0.4611 loss_class_dn: 0.0752 loss_bbox_dn: 0.1693 loss_giou_dn: 0.4193 loss_class_dn_0: 0.1224 loss_bbox_dn_0: 0.2492 loss_giou_dn_0: 0.5641 loss_class_dn_1: 0.09536 loss_bbox_dn_1: 0.1896 loss_giou_dn_1: 0.4597 loss_class_dn_2: 0.08373 loss_bbox_dn_2: 0.1737 loss_giou_dn_2: 0.4327 loss_class_dn_3: 0.08058 loss_bbox_dn_3: 0.1699 loss_giou_dn_3: 0.4222 loss_class_dn_4: 0.07716 loss_bbox_dn_4: 0.1694 loss_giou_dn_4: 0.4193 time: 1.1149 data_time: 0.1025 lr: 0.0001 max_mem: 43217M [05/20 02:59:12 d2.utils.events]: eta: 2 days, 11:10:12 iter: 32149 total_loss: 10.38 loss_class: 0.273 loss_bbox: 0.1237 loss_giou: 0.4044 loss_class_0: 0.3244 loss_bbox_0: 0.133 loss_giou_0: 0.4221 loss_class_1: 0.2925 loss_bbox_1: 0.1287 loss_giou_1: 0.4175 loss_class_2: 0.2795 loss_bbox_2: 0.126 loss_giou_2: 0.4102 loss_class_3: 0.277 loss_bbox_3: 0.1232 loss_giou_3: 0.4047 loss_class_4: 0.2743 loss_bbox_4: 0.1237 loss_giou_4: 0.405 loss_class_enc: 0.3212 loss_bbox_enc: 0.1491 loss_giou_enc: 0.4564 loss_class_dn: 0.07445 loss_bbox_dn: 0.1836 loss_giou_dn: 0.4273 loss_class_dn_0: 0.1217 loss_bbox_dn_0: 0.2639 loss_giou_dn_0: 0.5704 loss_class_dn_1: 0.09407 loss_bbox_dn_1: 0.2059 loss_giou_dn_1: 0.4705 loss_class_dn_2: 0.08237 loss_bbox_dn_2: 0.1882 loss_giou_dn_2: 0.4413 loss_class_dn_3: 0.07899 loss_bbox_dn_3: 0.1848 loss_giou_dn_3: 0.4304 loss_class_dn_4: 0.07622 loss_bbox_dn_4: 0.1837 loss_giou_dn_4: 0.4274 time: 1.1149 data_time: 0.0907 lr: 0.0001 max_mem: 43217M [05/20 03:00:07 d2.utils.events]: eta: 2 days, 11:07:36 iter: 32199 total_loss: 10.23 loss_class: 0.2746 loss_bbox: 0.119 loss_giou: 0.403 loss_class_0: 0.3283 loss_bbox_0: 0.1258 loss_giou_0: 0.4149 loss_class_1: 0.2939 loss_bbox_1: 0.1264 loss_giou_1: 0.4141 loss_class_2: 0.2823 loss_bbox_2: 0.1216 loss_giou_2: 0.407 loss_class_3: 0.2774 loss_bbox_3: 0.1192 loss_giou_3: 0.4045 loss_class_4: 0.2754 loss_bbox_4: 0.119 loss_giou_4: 0.4038 loss_class_enc: 0.3222 loss_bbox_enc: 0.1462 loss_giou_enc: 0.453 loss_class_dn: 0.07624 loss_bbox_dn: 0.1786 loss_giou_dn: 0.4185 loss_class_dn_0: 0.1237 loss_bbox_dn_0: 0.2549 loss_giou_dn_0: 0.561 loss_class_dn_1: 0.09567 loss_bbox_dn_1: 0.2017 loss_giou_dn_1: 0.4629 loss_class_dn_2: 0.08396 loss_bbox_dn_2: 0.1846 loss_giou_dn_2: 0.4331 loss_class_dn_3: 0.07986 loss_bbox_dn_3: 0.1797 loss_giou_dn_3: 0.4213 loss_class_dn_4: 0.07717 loss_bbox_dn_4: 0.1787 loss_giou_dn_4: 0.4184 time: 1.1148 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 03:01:04 d2.utils.events]: eta: 2 days, 11:09:26 iter: 32249 total_loss: 10.68 loss_class: 0.2881 loss_bbox: 0.124 loss_giou: 0.4231 loss_class_0: 0.3363 loss_bbox_0: 0.1329 loss_giou_0: 0.4361 loss_class_1: 0.3033 loss_bbox_1: 0.1304 loss_giou_1: 0.4329 loss_class_2: 0.2936 loss_bbox_2: 0.1265 loss_giou_2: 0.4289 loss_class_3: 0.2908 loss_bbox_3: 0.1246 loss_giou_3: 0.4257 loss_class_4: 0.2893 loss_bbox_4: 0.1229 loss_giou_4: 0.4228 loss_class_enc: 0.3309 loss_bbox_enc: 0.1523 loss_giou_enc: 0.4736 loss_class_dn: 0.07601 loss_bbox_dn: 0.1752 loss_giou_dn: 0.436 loss_class_dn_0: 0.1238 loss_bbox_dn_0: 0.2591 loss_giou_dn_0: 0.5777 loss_class_dn_1: 0.09676 loss_bbox_dn_1: 0.2037 loss_giou_dn_1: 0.4817 loss_class_dn_2: 0.08368 loss_bbox_dn_2: 0.1839 loss_giou_dn_2: 0.4501 loss_class_dn_3: 0.08046 loss_bbox_dn_3: 0.1775 loss_giou_dn_3: 0.439 loss_class_dn_4: 0.07639 loss_bbox_dn_4: 0.1752 loss_giou_dn_4: 0.4361 time: 1.1149 data_time: 0.1111 lr: 0.0001 max_mem: 43217M [05/20 03:02:00 d2.utils.events]: eta: 2 days, 11:08:03 iter: 32299 total_loss: 10.24 loss_class: 0.274 loss_bbox: 0.1209 loss_giou: 0.3959 loss_class_0: 0.3252 loss_bbox_0: 0.132 loss_giou_0: 0.4125 loss_class_1: 0.2948 loss_bbox_1: 0.1274 loss_giou_1: 0.4062 loss_class_2: 0.2806 loss_bbox_2: 0.1247 loss_giou_2: 0.4016 loss_class_3: 0.2786 loss_bbox_3: 0.1213 loss_giou_3: 0.3976 loss_class_4: 0.2755 loss_bbox_4: 0.1207 loss_giou_4: 0.3968 loss_class_enc: 0.3209 loss_bbox_enc: 0.1504 loss_giou_enc: 0.4521 loss_class_dn: 0.07316 loss_bbox_dn: 0.1808 loss_giou_dn: 0.4206 loss_class_dn_0: 0.1214 loss_bbox_dn_0: 0.2605 loss_giou_dn_0: 0.567 loss_class_dn_1: 0.09413 loss_bbox_dn_1: 0.2035 loss_giou_dn_1: 0.4629 loss_class_dn_2: 0.08124 loss_bbox_dn_2: 0.1861 loss_giou_dn_2: 0.4327 loss_class_dn_3: 0.07779 loss_bbox_dn_3: 0.1815 loss_giou_dn_3: 0.423 loss_class_dn_4: 0.07452 loss_bbox_dn_4: 0.1808 loss_giou_dn_4: 0.4206 time: 1.1149 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/20 03:02:56 d2.utils.events]: eta: 2 days, 11:05:02 iter: 32349 total_loss: 10.34 loss_class: 0.2813 loss_bbox: 0.1201 loss_giou: 0.3996 loss_class_0: 0.3316 loss_bbox_0: 0.1282 loss_giou_0: 0.418 loss_class_1: 0.2979 loss_bbox_1: 0.1254 loss_giou_1: 0.4125 loss_class_2: 0.2883 loss_bbox_2: 0.1225 loss_giou_2: 0.4064 loss_class_3: 0.2864 loss_bbox_3: 0.1215 loss_giou_3: 0.4005 loss_class_4: 0.2839 loss_bbox_4: 0.1202 loss_giou_4: 0.4013 loss_class_enc: 0.3284 loss_bbox_enc: 0.15 loss_giou_enc: 0.4569 loss_class_dn: 0.07563 loss_bbox_dn: 0.1767 loss_giou_dn: 0.4248 loss_class_dn_0: 0.1263 loss_bbox_dn_0: 0.2517 loss_giou_dn_0: 0.5663 loss_class_dn_1: 0.0984 loss_bbox_dn_1: 0.1971 loss_giou_dn_1: 0.4666 loss_class_dn_2: 0.08545 loss_bbox_dn_2: 0.1822 loss_giou_dn_2: 0.4386 loss_class_dn_3: 0.0812 loss_bbox_dn_3: 0.1782 loss_giou_dn_3: 0.4282 loss_class_dn_4: 0.07729 loss_bbox_dn_4: 0.1768 loss_giou_dn_4: 0.4247 time: 1.1148 data_time: 0.1001 lr: 0.0001 max_mem: 43217M [05/20 03:03:51 d2.utils.events]: eta: 2 days, 11:03:55 iter: 32399 total_loss: 10.21 loss_class: 0.2706 loss_bbox: 0.1192 loss_giou: 0.4013 loss_class_0: 0.3217 loss_bbox_0: 0.1264 loss_giou_0: 0.4149 loss_class_1: 0.2864 loss_bbox_1: 0.1258 loss_giou_1: 0.4134 loss_class_2: 0.2772 loss_bbox_2: 0.1224 loss_giou_2: 0.4048 loss_class_3: 0.2736 loss_bbox_3: 0.1191 loss_giou_3: 0.4026 loss_class_4: 0.2715 loss_bbox_4: 0.1193 loss_giou_4: 0.401 loss_class_enc: 0.3169 loss_bbox_enc: 0.1473 loss_giou_enc: 0.4562 loss_class_dn: 0.07215 loss_bbox_dn: 0.1857 loss_giou_dn: 0.4258 loss_class_dn_0: 0.1193 loss_bbox_dn_0: 0.2609 loss_giou_dn_0: 0.5644 loss_class_dn_1: 0.09265 loss_bbox_dn_1: 0.2043 loss_giou_dn_1: 0.4672 loss_class_dn_2: 0.0815 loss_bbox_dn_2: 0.1908 loss_giou_dn_2: 0.439 loss_class_dn_3: 0.07784 loss_bbox_dn_3: 0.1867 loss_giou_dn_3: 0.4286 loss_class_dn_4: 0.07393 loss_bbox_dn_4: 0.1858 loss_giou_dn_4: 0.4259 time: 1.1148 data_time: 0.0936 lr: 0.0001 max_mem: 43217M [05/20 03:04:46 d2.utils.events]: eta: 2 days, 11:02:33 iter: 32449 total_loss: 10.43 loss_class: 0.2793 loss_bbox: 0.1199 loss_giou: 0.4033 loss_class_0: 0.3328 loss_bbox_0: 0.1286 loss_giou_0: 0.4193 loss_class_1: 0.2994 loss_bbox_1: 0.1267 loss_giou_1: 0.4129 loss_class_2: 0.2842 loss_bbox_2: 0.1235 loss_giou_2: 0.4104 loss_class_3: 0.282 loss_bbox_3: 0.1205 loss_giou_3: 0.4051 loss_class_4: 0.2814 loss_bbox_4: 0.1198 loss_giou_4: 0.4026 loss_class_enc: 0.3247 loss_bbox_enc: 0.1454 loss_giou_enc: 0.4554 loss_class_dn: 0.07567 loss_bbox_dn: 0.1836 loss_giou_dn: 0.4197 loss_class_dn_0: 0.1235 loss_bbox_dn_0: 0.2618 loss_giou_dn_0: 0.5671 loss_class_dn_1: 0.09591 loss_bbox_dn_1: 0.2057 loss_giou_dn_1: 0.464 loss_class_dn_2: 0.08359 loss_bbox_dn_2: 0.189 loss_giou_dn_2: 0.4346 loss_class_dn_3: 0.0802 loss_bbox_dn_3: 0.1848 loss_giou_dn_3: 0.423 loss_class_dn_4: 0.0763 loss_bbox_dn_4: 0.1836 loss_giou_dn_4: 0.4197 time: 1.1148 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/20 03:05:43 d2.utils.events]: eta: 2 days, 11:04:56 iter: 32499 total_loss: 10.14 loss_class: 0.2661 loss_bbox: 0.1177 loss_giou: 0.4018 loss_class_0: 0.3184 loss_bbox_0: 0.1254 loss_giou_0: 0.422 loss_class_1: 0.284 loss_bbox_1: 0.1238 loss_giou_1: 0.4162 loss_class_2: 0.2738 loss_bbox_2: 0.1193 loss_giou_2: 0.4069 loss_class_3: 0.2702 loss_bbox_3: 0.1184 loss_giou_3: 0.403 loss_class_4: 0.2663 loss_bbox_4: 0.118 loss_giou_4: 0.4019 loss_class_enc: 0.3127 loss_bbox_enc: 0.1438 loss_giou_enc: 0.4607 loss_class_dn: 0.0731 loss_bbox_dn: 0.1702 loss_giou_dn: 0.4234 loss_class_dn_0: 0.1198 loss_bbox_dn_0: 0.248 loss_giou_dn_0: 0.5636 loss_class_dn_1: 0.09277 loss_bbox_dn_1: 0.1914 loss_giou_dn_1: 0.4606 loss_class_dn_2: 0.0798 loss_bbox_dn_2: 0.1757 loss_giou_dn_2: 0.4348 loss_class_dn_3: 0.07621 loss_bbox_dn_3: 0.1716 loss_giou_dn_3: 0.4253 loss_class_dn_4: 0.07399 loss_bbox_dn_4: 0.1703 loss_giou_dn_4: 0.4235 time: 1.1148 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 03:06:39 d2.utils.events]: eta: 2 days, 11:01:05 iter: 32549 total_loss: 10.33 loss_class: 0.2766 loss_bbox: 0.1248 loss_giou: 0.3993 loss_class_0: 0.3285 loss_bbox_0: 0.1339 loss_giou_0: 0.4177 loss_class_1: 0.294 loss_bbox_1: 0.13 loss_giou_1: 0.4111 loss_class_2: 0.2818 loss_bbox_2: 0.1278 loss_giou_2: 0.4064 loss_class_3: 0.28 loss_bbox_3: 0.1253 loss_giou_3: 0.4011 loss_class_4: 0.2792 loss_bbox_4: 0.1243 loss_giou_4: 0.4002 loss_class_enc: 0.3213 loss_bbox_enc: 0.1565 loss_giou_enc: 0.4583 loss_class_dn: 0.07191 loss_bbox_dn: 0.1848 loss_giou_dn: 0.4203 loss_class_dn_0: 0.1204 loss_bbox_dn_0: 0.2675 loss_giou_dn_0: 0.5668 loss_class_dn_1: 0.09184 loss_bbox_dn_1: 0.2094 loss_giou_dn_1: 0.4652 loss_class_dn_2: 0.07973 loss_bbox_dn_2: 0.1912 loss_giou_dn_2: 0.4346 loss_class_dn_3: 0.0763 loss_bbox_dn_3: 0.186 loss_giou_dn_3: 0.4234 loss_class_dn_4: 0.07276 loss_bbox_dn_4: 0.1849 loss_giou_dn_4: 0.4202 time: 1.1148 data_time: 0.1030 lr: 0.0001 max_mem: 43217M [05/20 03:07:35 d2.utils.events]: eta: 2 days, 11:01:37 iter: 32599 total_loss: 10.43 loss_class: 0.2726 loss_bbox: 0.1223 loss_giou: 0.4069 loss_class_0: 0.3284 loss_bbox_0: 0.1323 loss_giou_0: 0.4208 loss_class_1: 0.2948 loss_bbox_1: 0.1282 loss_giou_1: 0.4168 loss_class_2: 0.2814 loss_bbox_2: 0.125 loss_giou_2: 0.4121 loss_class_3: 0.2784 loss_bbox_3: 0.1231 loss_giou_3: 0.4075 loss_class_4: 0.2753 loss_bbox_4: 0.122 loss_giou_4: 0.406 loss_class_enc: 0.3193 loss_bbox_enc: 0.1514 loss_giou_enc: 0.4614 loss_class_dn: 0.07483 loss_bbox_dn: 0.1847 loss_giou_dn: 0.4188 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.2626 loss_giou_dn_0: 0.5685 loss_class_dn_1: 0.09354 loss_bbox_dn_1: 0.2071 loss_giou_dn_1: 0.4613 loss_class_dn_2: 0.08337 loss_bbox_dn_2: 0.1904 loss_giou_dn_2: 0.4323 loss_class_dn_3: 0.07987 loss_bbox_dn_3: 0.1861 loss_giou_dn_3: 0.4216 loss_class_dn_4: 0.07678 loss_bbox_dn_4: 0.1846 loss_giou_dn_4: 0.4187 time: 1.1148 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 03:08:31 d2.utils.events]: eta: 2 days, 10:59:32 iter: 32649 total_loss: 10.18 loss_class: 0.2748 loss_bbox: 0.1199 loss_giou: 0.3937 loss_class_0: 0.3248 loss_bbox_0: 0.1274 loss_giou_0: 0.4089 loss_class_1: 0.2934 loss_bbox_1: 0.1255 loss_giou_1: 0.4044 loss_class_2: 0.2813 loss_bbox_2: 0.1226 loss_giou_2: 0.3975 loss_class_3: 0.2781 loss_bbox_3: 0.1201 loss_giou_3: 0.3937 loss_class_4: 0.2767 loss_bbox_4: 0.12 loss_giou_4: 0.3912 loss_class_enc: 0.3199 loss_bbox_enc: 0.1455 loss_giou_enc: 0.4509 loss_class_dn: 0.07742 loss_bbox_dn: 0.1778 loss_giou_dn: 0.4161 loss_class_dn_0: 0.1218 loss_bbox_dn_0: 0.2597 loss_giou_dn_0: 0.5597 loss_class_dn_1: 0.09782 loss_bbox_dn_1: 0.2052 loss_giou_dn_1: 0.4589 loss_class_dn_2: 0.08552 loss_bbox_dn_2: 0.1852 loss_giou_dn_2: 0.4305 loss_class_dn_3: 0.08167 loss_bbox_dn_3: 0.1785 loss_giou_dn_3: 0.419 loss_class_dn_4: 0.07814 loss_bbox_dn_4: 0.1778 loss_giou_dn_4: 0.4162 time: 1.1148 data_time: 0.0930 lr: 0.0001 max_mem: 43217M [05/20 03:09:27 d2.utils.events]: eta: 2 days, 10:59:46 iter: 32699 total_loss: 10.44 loss_class: 0.276 loss_bbox: 0.1222 loss_giou: 0.4088 loss_class_0: 0.3288 loss_bbox_0: 0.1314 loss_giou_0: 0.4263 loss_class_1: 0.2957 loss_bbox_1: 0.1288 loss_giou_1: 0.4189 loss_class_2: 0.28 loss_bbox_2: 0.1256 loss_giou_2: 0.416 loss_class_3: 0.2798 loss_bbox_3: 0.1224 loss_giou_3: 0.4085 loss_class_4: 0.2768 loss_bbox_4: 0.1219 loss_giou_4: 0.4092 loss_class_enc: 0.3237 loss_bbox_enc: 0.1452 loss_giou_enc: 0.46 loss_class_dn: 0.07244 loss_bbox_dn: 0.1803 loss_giou_dn: 0.426 loss_class_dn_0: 0.1203 loss_bbox_dn_0: 0.2554 loss_giou_dn_0: 0.5696 loss_class_dn_1: 0.09181 loss_bbox_dn_1: 0.2009 loss_giou_dn_1: 0.4689 loss_class_dn_2: 0.08059 loss_bbox_dn_2: 0.1854 loss_giou_dn_2: 0.4394 loss_class_dn_3: 0.07678 loss_bbox_dn_3: 0.1814 loss_giou_dn_3: 0.4292 loss_class_dn_4: 0.07396 loss_bbox_dn_4: 0.1804 loss_giou_dn_4: 0.426 time: 1.1148 data_time: 0.0936 lr: 0.0001 max_mem: 43217M [05/20 03:10:23 d2.utils.events]: eta: 2 days, 10:57:42 iter: 32749 total_loss: 10.63 loss_class: 0.2864 loss_bbox: 0.1239 loss_giou: 0.4209 loss_class_0: 0.3405 loss_bbox_0: 0.1309 loss_giou_0: 0.4328 loss_class_1: 0.3032 loss_bbox_1: 0.1292 loss_giou_1: 0.4335 loss_class_2: 0.2924 loss_bbox_2: 0.1256 loss_giou_2: 0.4294 loss_class_3: 0.2897 loss_bbox_3: 0.1244 loss_giou_3: 0.4226 loss_class_4: 0.2866 loss_bbox_4: 0.1241 loss_giou_4: 0.4208 loss_class_enc: 0.3342 loss_bbox_enc: 0.1475 loss_giou_enc: 0.4652 loss_class_dn: 0.0818 loss_bbox_dn: 0.1788 loss_giou_dn: 0.4357 loss_class_dn_0: 0.1294 loss_bbox_dn_0: 0.2552 loss_giou_dn_0: 0.5765 loss_class_dn_1: 0.102 loss_bbox_dn_1: 0.2021 loss_giou_dn_1: 0.4753 loss_class_dn_2: 0.09096 loss_bbox_dn_2: 0.184 loss_giou_dn_2: 0.4486 loss_class_dn_3: 0.08737 loss_bbox_dn_3: 0.1802 loss_giou_dn_3: 0.4392 loss_class_dn_4: 0.08441 loss_bbox_dn_4: 0.1789 loss_giou_dn_4: 0.4358 time: 1.1148 data_time: 0.0934 lr: 0.0001 max_mem: 43217M [05/20 03:11:19 d2.utils.events]: eta: 2 days, 10:58:00 iter: 32799 total_loss: 10.26 loss_class: 0.2764 loss_bbox: 0.1215 loss_giou: 0.4028 loss_class_0: 0.329 loss_bbox_0: 0.1285 loss_giou_0: 0.4185 loss_class_1: 0.2957 loss_bbox_1: 0.1264 loss_giou_1: 0.4115 loss_class_2: 0.2844 loss_bbox_2: 0.124 loss_giou_2: 0.4061 loss_class_3: 0.2814 loss_bbox_3: 0.1213 loss_giou_3: 0.4025 loss_class_4: 0.2794 loss_bbox_4: 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loss_class_enc: 0.3184 loss_bbox_enc: 0.1497 loss_giou_enc: 0.4513 loss_class_dn: 0.07387 loss_bbox_dn: 0.1819 loss_giou_dn: 0.4189 loss_class_dn_0: 0.1216 loss_bbox_dn_0: 0.2625 loss_giou_dn_0: 0.5685 loss_class_dn_1: 0.09442 loss_bbox_dn_1: 0.2064 loss_giou_dn_1: 0.4626 loss_class_dn_2: 0.08199 loss_bbox_dn_2: 0.1878 loss_giou_dn_2: 0.4342 loss_class_dn_3: 0.07853 loss_bbox_dn_3: 0.183 loss_giou_dn_3: 0.4227 loss_class_dn_4: 0.07548 loss_bbox_dn_4: 0.1821 loss_giou_dn_4: 0.4187 time: 1.1149 data_time: 0.0870 lr: 0.0001 max_mem: 43217M [05/20 03:15:04 d2.utils.events]: eta: 2 days, 10:58:05 iter: 32999 total_loss: 10.26 loss_class: 0.2742 loss_bbox: 0.1252 loss_giou: 0.4051 loss_class_0: 0.3262 loss_bbox_0: 0.1339 loss_giou_0: 0.415 loss_class_1: 0.2914 loss_bbox_1: 0.1317 loss_giou_1: 0.4163 loss_class_2: 0.2789 loss_bbox_2: 0.1274 loss_giou_2: 0.4087 loss_class_3: 0.2777 loss_bbox_3: 0.1267 loss_giou_3: 0.4063 loss_class_4: 0.2764 loss_bbox_4: 0.1254 loss_giou_4: 0.4058 loss_class_enc: 0.3172 loss_bbox_enc: 0.1511 loss_giou_enc: 0.4562 loss_class_dn: 0.07168 loss_bbox_dn: 0.1824 loss_giou_dn: 0.4218 loss_class_dn_0: 0.1193 loss_bbox_dn_0: 0.2647 loss_giou_dn_0: 0.5627 loss_class_dn_1: 0.09092 loss_bbox_dn_1: 0.2062 loss_giou_dn_1: 0.4636 loss_class_dn_2: 0.07929 loss_bbox_dn_2: 0.1883 loss_giou_dn_2: 0.4343 loss_class_dn_3: 0.07629 loss_bbox_dn_3: 0.1842 loss_giou_dn_3: 0.4244 loss_class_dn_4: 0.07308 loss_bbox_dn_4: 0.1825 loss_giou_dn_4: 0.4217 time: 1.1149 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 03:16:00 d2.utils.events]: eta: 2 days, 10:57:54 iter: 33049 total_loss: 10.43 loss_class: 0.279 loss_bbox: 0.1239 loss_giou: 0.4034 loss_class_0: 0.3311 loss_bbox_0: 0.1333 loss_giou_0: 0.4204 loss_class_1: 0.2983 loss_bbox_1: 0.1307 loss_giou_1: 0.4138 loss_class_2: 0.2858 loss_bbox_2: 0.1278 loss_giou_2: 0.4095 loss_class_3: 0.2842 loss_bbox_3: 0.1238 loss_giou_3: 0.4028 loss_class_4: 0.2799 loss_bbox_4: 0.124 loss_giou_4: 0.4019 loss_class_enc: 0.3229 loss_bbox_enc: 0.1519 loss_giou_enc: 0.4598 loss_class_dn: 0.0753 loss_bbox_dn: 0.1858 loss_giou_dn: 0.4332 loss_class_dn_0: 0.1252 loss_bbox_dn_0: 0.2686 loss_giou_dn_0: 0.5657 loss_class_dn_1: 0.09763 loss_bbox_dn_1: 0.2104 loss_giou_dn_1: 0.4729 loss_class_dn_2: 0.08367 loss_bbox_dn_2: 0.1924 loss_giou_dn_2: 0.4464 loss_class_dn_3: 0.08107 loss_bbox_dn_3: 0.1876 loss_giou_dn_3: 0.4363 loss_class_dn_4: 0.0768 loss_bbox_dn_4: 0.186 loss_giou_dn_4: 0.4331 time: 1.1149 data_time: 0.0944 lr: 0.0001 max_mem: 43217M [05/20 03:16:56 d2.utils.events]: eta: 2 days, 10:59:17 iter: 33099 total_loss: 10.2 loss_class: 0.27 loss_bbox: 0.1217 loss_giou: 0.4037 loss_class_0: 0.3219 loss_bbox_0: 0.1292 loss_giou_0: 0.4242 loss_class_1: 0.293 loss_bbox_1: 0.1264 loss_giou_1: 0.4162 loss_class_2: 0.2783 loss_bbox_2: 0.1237 loss_giou_2: 0.4086 loss_class_3: 0.2755 loss_bbox_3: 0.1225 loss_giou_3: 0.4062 loss_class_4: 0.2727 loss_bbox_4: 0.1224 loss_giou_4: 0.4042 loss_class_enc: 0.3199 loss_bbox_enc: 0.1494 loss_giou_enc: 0.4577 loss_class_dn: 0.07069 loss_bbox_dn: 0.1714 loss_giou_dn: 0.4227 loss_class_dn_0: 0.1187 loss_bbox_dn_0: 0.2544 loss_giou_dn_0: 0.568 loss_class_dn_1: 0.09128 loss_bbox_dn_1: 0.1963 loss_giou_dn_1: 0.4661 loss_class_dn_2: 0.07846 loss_bbox_dn_2: 0.179 loss_giou_dn_2: 0.437 loss_class_dn_3: 0.0754 loss_bbox_dn_3: 0.1728 loss_giou_dn_3: 0.4256 loss_class_dn_4: 0.07315 loss_bbox_dn_4: 0.1712 loss_giou_dn_4: 0.4227 time: 1.1149 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 03:17:52 d2.utils.events]: eta: 2 days, 10:56:37 iter: 33149 total_loss: 10.37 loss_class: 0.2757 loss_bbox: 0.1231 loss_giou: 0.406 loss_class_0: 0.3306 loss_bbox_0: 0.1295 loss_giou_0: 0.4247 loss_class_1: 0.2915 loss_bbox_1: 0.1288 loss_giou_1: 0.4182 loss_class_2: 0.2807 loss_bbox_2: 0.1251 loss_giou_2: 0.4127 loss_class_3: 0.278 loss_bbox_3: 0.1243 loss_giou_3: 0.4083 loss_class_4: 0.2756 loss_bbox_4: 0.1233 loss_giou_4: 0.4065 loss_class_enc: 0.3225 loss_bbox_enc: 0.1482 loss_giou_enc: 0.4635 loss_class_dn: 0.0749 loss_bbox_dn: 0.1817 loss_giou_dn: 0.4198 loss_class_dn_0: 0.121 loss_bbox_dn_0: 0.2578 loss_giou_dn_0: 0.5733 loss_class_dn_1: 0.09441 loss_bbox_dn_1: 0.2031 loss_giou_dn_1: 0.4636 loss_class_dn_2: 0.08314 loss_bbox_dn_2: 0.1863 loss_giou_dn_2: 0.4332 loss_class_dn_3: 0.08035 loss_bbox_dn_3: 0.1826 loss_giou_dn_3: 0.4229 loss_class_dn_4: 0.07686 loss_bbox_dn_4: 0.1818 loss_giou_dn_4: 0.4198 time: 1.1149 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 03:18:48 d2.utils.events]: eta: 2 days, 10:55:55 iter: 33199 total_loss: 10.27 loss_class: 0.2776 loss_bbox: 0.1219 loss_giou: 0.4051 loss_class_0: 0.3238 loss_bbox_0: 0.1288 loss_giou_0: 0.4192 loss_class_1: 0.294 loss_bbox_1: 0.1266 loss_giou_1: 0.4163 loss_class_2: 0.2839 loss_bbox_2: 0.1235 loss_giou_2: 0.4084 loss_class_3: 0.2804 loss_bbox_3: 0.1224 loss_giou_3: 0.4046 loss_class_4: 0.2783 loss_bbox_4: 0.1215 loss_giou_4: 0.4045 loss_class_enc: 0.3175 loss_bbox_enc: 0.1479 loss_giou_enc: 0.4552 loss_class_dn: 0.0766 loss_bbox_dn: 0.1724 loss_giou_dn: 0.4166 loss_class_dn_0: 0.1205 loss_bbox_dn_0: 0.2526 loss_giou_dn_0: 0.5626 loss_class_dn_1: 0.09537 loss_bbox_dn_1: 0.1994 loss_giou_dn_1: 0.4591 loss_class_dn_2: 0.08376 loss_bbox_dn_2: 0.1799 loss_giou_dn_2: 0.4301 loss_class_dn_3: 0.08128 loss_bbox_dn_3: 0.1741 loss_giou_dn_3: 0.419 loss_class_dn_4: 0.07831 loss_bbox_dn_4: 0.1725 loss_giou_dn_4: 0.4166 time: 1.1149 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 03:19:44 d2.utils.events]: eta: 2 days, 10:53:28 iter: 33249 total_loss: 10.47 loss_class: 0.2778 loss_bbox: 0.123 loss_giou: 0.3976 loss_class_0: 0.3279 loss_bbox_0: 0.1348 loss_giou_0: 0.4142 loss_class_1: 0.291 loss_bbox_1: 0.1318 loss_giou_1: 0.4129 loss_class_2: 0.281 loss_bbox_2: 0.1275 loss_giou_2: 0.4062 loss_class_3: 0.279 loss_bbox_3: 0.1242 loss_giou_3: 0.4017 loss_class_4: 0.2779 loss_bbox_4: 0.1235 loss_giou_4: 0.3986 loss_class_enc: 0.3202 loss_bbox_enc: 0.1534 loss_giou_enc: 0.4536 loss_class_dn: 0.07412 loss_bbox_dn: 0.1908 loss_giou_dn: 0.4202 loss_class_dn_0: 0.121 loss_bbox_dn_0: 0.2697 loss_giou_dn_0: 0.5708 loss_class_dn_1: 0.09403 loss_bbox_dn_1: 0.2121 loss_giou_dn_1: 0.4673 loss_class_dn_2: 0.08308 loss_bbox_dn_2: 0.1957 loss_giou_dn_2: 0.4358 loss_class_dn_3: 0.07937 loss_bbox_dn_3: 0.1913 loss_giou_dn_3: 0.4236 loss_class_dn_4: 0.07573 loss_bbox_dn_4: 0.1908 loss_giou_dn_4: 0.4201 time: 1.1149 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 03:20:40 d2.utils.events]: eta: 2 days, 10:52:41 iter: 33299 total_loss: 10.38 loss_class: 0.2765 loss_bbox: 0.1197 loss_giou: 0.4092 loss_class_0: 0.3279 loss_bbox_0: 0.1297 loss_giou_0: 0.427 loss_class_1: 0.2957 loss_bbox_1: 0.126 loss_giou_1: 0.4251 loss_class_2: 0.2829 loss_bbox_2: 0.1229 loss_giou_2: 0.4178 loss_class_3: 0.2813 loss_bbox_3: 0.1208 loss_giou_3: 0.411 loss_class_4: 0.2776 loss_bbox_4: 0.12 loss_giou_4: 0.4095 loss_class_enc: 0.3218 loss_bbox_enc: 0.1483 loss_giou_enc: 0.4688 loss_class_dn: 0.07393 loss_bbox_dn: 0.1711 loss_giou_dn: 0.4278 loss_class_dn_0: 0.12 loss_bbox_dn_0: 0.2517 loss_giou_dn_0: 0.5751 loss_class_dn_1: 0.09419 loss_bbox_dn_1: 0.193 loss_giou_dn_1: 0.4717 loss_class_dn_2: 0.08242 loss_bbox_dn_2: 0.1769 loss_giou_dn_2: 0.4423 loss_class_dn_3: 0.07808 loss_bbox_dn_3: 0.1722 loss_giou_dn_3: 0.4304 loss_class_dn_4: 0.07499 loss_bbox_dn_4: 0.1712 loss_giou_dn_4: 0.4275 time: 1.1149 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 03:21:36 d2.utils.events]: eta: 2 days, 10:52:38 iter: 33349 total_loss: 10.17 loss_class: 0.2694 loss_bbox: 0.116 loss_giou: 0.4081 loss_class_0: 0.3208 loss_bbox_0: 0.1277 loss_giou_0: 0.4245 loss_class_1: 0.286 loss_bbox_1: 0.1252 loss_giou_1: 0.4227 loss_class_2: 0.2737 loss_bbox_2: 0.1186 loss_giou_2: 0.417 loss_class_3: 0.2713 loss_bbox_3: 0.1179 loss_giou_3: 0.413 loss_class_4: 0.2699 loss_bbox_4: 0.1164 loss_giou_4: 0.4095 loss_class_enc: 0.3161 loss_bbox_enc: 0.146 loss_giou_enc: 0.4646 loss_class_dn: 0.0714 loss_bbox_dn: 0.1785 loss_giou_dn: 0.4225 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.2559 loss_giou_dn_0: 0.5757 loss_class_dn_1: 0.09303 loss_bbox_dn_1: 0.1959 loss_giou_dn_1: 0.4656 loss_class_dn_2: 0.08024 loss_bbox_dn_2: 0.1835 loss_giou_dn_2: 0.4367 loss_class_dn_3: 0.07671 loss_bbox_dn_3: 0.1797 loss_giou_dn_3: 0.4247 loss_class_dn_4: 0.07344 loss_bbox_dn_4: 0.1785 loss_giou_dn_4: 0.4226 time: 1.1149 data_time: 0.1059 lr: 0.0001 max_mem: 43217M [05/20 03:22:32 d2.utils.events]: eta: 2 days, 10:52:14 iter: 33399 total_loss: 10.7 loss_class: 0.2765 loss_bbox: 0.1267 loss_giou: 0.416 loss_class_0: 0.3258 loss_bbox_0: 0.1344 loss_giou_0: 0.4288 loss_class_1: 0.2946 loss_bbox_1: 0.1334 loss_giou_1: 0.4264 loss_class_2: 0.28 loss_bbox_2: 0.1291 loss_giou_2: 0.4214 loss_class_3: 0.2803 loss_bbox_3: 0.1273 loss_giou_3: 0.417 loss_class_4: 0.276 loss_bbox_4: 0.1271 loss_giou_4: 0.4153 loss_class_enc: 0.324 loss_bbox_enc: 0.1493 loss_giou_enc: 0.4618 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loss_class_dn: 0.07699 loss_bbox_dn: 0.1811 loss_giou_dn: 0.4212 loss_class_dn_0: 0.1236 loss_bbox_dn_0: 0.2581 loss_giou_dn_0: 0.5643 loss_class_dn_1: 0.09701 loss_bbox_dn_1: 0.2055 loss_giou_dn_1: 0.4638 loss_class_dn_2: 0.08425 loss_bbox_dn_2: 0.1876 loss_giou_dn_2: 0.4345 loss_class_dn_3: 0.08053 loss_bbox_dn_3: 0.1827 loss_giou_dn_3: 0.424 loss_class_dn_4: 0.07796 loss_bbox_dn_4: 0.1812 loss_giou_dn_4: 0.4212 time: 1.1149 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 03:24:23 d2.utils.events]: eta: 2 days, 10:44:47 iter: 33499 total_loss: 10.27 loss_class: 0.2701 loss_bbox: 0.122 loss_giou: 0.3989 loss_class_0: 0.3207 loss_bbox_0: 0.1281 loss_giou_0: 0.4171 loss_class_1: 0.2833 loss_bbox_1: 0.1297 loss_giou_1: 0.4164 loss_class_2: 0.2753 loss_bbox_2: 0.1242 loss_giou_2: 0.4067 loss_class_3: 0.2721 loss_bbox_3: 0.1232 loss_giou_3: 0.4029 loss_class_4: 0.2713 loss_bbox_4: 0.1221 loss_giou_4: 0.399 loss_class_enc: 0.3194 loss_bbox_enc: 0.1507 loss_giou_enc: 0.4574 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loss_bbox_dn: 0.1824 loss_giou_dn: 0.4366 loss_class_dn_0: 0.1221 loss_bbox_dn_0: 0.2579 loss_giou_dn_0: 0.5787 loss_class_dn_1: 0.09447 loss_bbox_dn_1: 0.2055 loss_giou_dn_1: 0.4741 loss_class_dn_2: 0.08216 loss_bbox_dn_2: 0.1885 loss_giou_dn_2: 0.4475 loss_class_dn_3: 0.07868 loss_bbox_dn_3: 0.1832 loss_giou_dn_3: 0.438 loss_class_dn_4: 0.07547 loss_bbox_dn_4: 0.1824 loss_giou_dn_4: 0.4366 time: 1.1149 data_time: 0.1012 lr: 0.0001 max_mem: 43217M [05/20 03:27:12 d2.utils.events]: eta: 2 days, 10:46:33 iter: 33649 total_loss: 10.42 loss_class: 0.2849 loss_bbox: 0.1215 loss_giou: 0.3994 loss_class_0: 0.334 loss_bbox_0: 0.1308 loss_giou_0: 0.4157 loss_class_1: 0.3027 loss_bbox_1: 0.1276 loss_giou_1: 0.4114 loss_class_2: 0.2902 loss_bbox_2: 0.1266 loss_giou_2: 0.4064 loss_class_3: 0.2877 loss_bbox_3: 0.1238 loss_giou_3: 0.4018 loss_class_4: 0.287 loss_bbox_4: 0.1219 loss_giou_4: 0.3996 loss_class_enc: 0.3287 loss_bbox_enc: 0.1501 loss_giou_enc: 0.461 loss_class_dn: 0.0757 loss_bbox_dn: 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loss_bbox_dn_0: 0.2497 loss_giou_dn_0: 0.5668 loss_class_dn_1: 0.09704 loss_bbox_dn_1: 0.1962 loss_giou_dn_1: 0.4627 loss_class_dn_2: 0.08486 loss_bbox_dn_2: 0.1787 loss_giou_dn_2: 0.4333 loss_class_dn_3: 0.08195 loss_bbox_dn_3: 0.1734 loss_giou_dn_3: 0.4228 loss_class_dn_4: 0.07785 loss_bbox_dn_4: 0.1726 loss_giou_dn_4: 0.419 time: 1.1149 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/20 03:32:49 d2.utils.events]: eta: 2 days, 10:39:50 iter: 33949 total_loss: 10.24 loss_class: 0.2702 loss_bbox: 0.1247 loss_giou: 0.4011 loss_class_0: 0.3193 loss_bbox_0: 0.1318 loss_giou_0: 0.4158 loss_class_1: 0.288 loss_bbox_1: 0.1309 loss_giou_1: 0.4126 loss_class_2: 0.276 loss_bbox_2: 0.126 loss_giou_2: 0.4068 loss_class_3: 0.2737 loss_bbox_3: 0.1256 loss_giou_3: 0.4018 loss_class_4: 0.2727 loss_bbox_4: 0.1255 loss_giou_4: 0.4014 loss_class_enc: 0.3165 loss_bbox_enc: 0.1489 loss_giou_enc: 0.4613 loss_class_dn: 0.07108 loss_bbox_dn: 0.1789 loss_giou_dn: 0.4263 loss_class_dn_0: 0.12 loss_bbox_dn_0: 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loss_class_dn_1: 0.0942 loss_bbox_dn_1: 0.2057 loss_giou_dn_1: 0.4765 loss_class_dn_2: 0.08171 loss_bbox_dn_2: 0.1894 loss_giou_dn_2: 0.4458 loss_class_dn_3: 0.07893 loss_bbox_dn_3: 0.1842 loss_giou_dn_3: 0.435 loss_class_dn_4: 0.07558 loss_bbox_dn_4: 0.1835 loss_giou_dn_4: 0.4324 time: 1.1149 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 03:36:33 d2.utils.events]: eta: 2 days, 10:30:12 iter: 34149 total_loss: 10.26 loss_class: 0.2746 loss_bbox: 0.1234 loss_giou: 0.401 loss_class_0: 0.3225 loss_bbox_0: 0.1332 loss_giou_0: 0.4178 loss_class_1: 0.2906 loss_bbox_1: 0.1306 loss_giou_1: 0.4117 loss_class_2: 0.2808 loss_bbox_2: 0.1254 loss_giou_2: 0.4096 loss_class_3: 0.2801 loss_bbox_3: 0.1243 loss_giou_3: 0.4053 loss_class_4: 0.277 loss_bbox_4: 0.1238 loss_giou_4: 0.401 loss_class_enc: 0.3169 loss_bbox_enc: 0.1471 loss_giou_enc: 0.4544 loss_class_dn: 0.07198 loss_bbox_dn: 0.1747 loss_giou_dn: 0.4198 loss_class_dn_0: 0.1187 loss_bbox_dn_0: 0.2482 loss_giou_dn_0: 0.5554 loss_class_dn_1: 0.09177 loss_bbox_dn_1: 0.1948 loss_giou_dn_1: 0.4605 loss_class_dn_2: 0.0803 loss_bbox_dn_2: 0.1804 loss_giou_dn_2: 0.4325 loss_class_dn_3: 0.07702 loss_bbox_dn_3: 0.1754 loss_giou_dn_3: 0.4223 loss_class_dn_4: 0.07401 loss_bbox_dn_4: 0.1747 loss_giou_dn_4: 0.4199 time: 1.1149 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/20 03:37:29 d2.utils.events]: eta: 2 days, 10:29:45 iter: 34199 total_loss: 10.5 loss_class: 0.2749 loss_bbox: 0.1273 loss_giou: 0.4131 loss_class_0: 0.327 loss_bbox_0: 0.1329 loss_giou_0: 0.429 loss_class_1: 0.2967 loss_bbox_1: 0.1311 loss_giou_1: 0.4245 loss_class_2: 0.2818 loss_bbox_2: 0.1282 loss_giou_2: 0.4157 loss_class_3: 0.2815 loss_bbox_3: 0.1268 loss_giou_3: 0.414 loss_class_4: 0.2775 loss_bbox_4: 0.1265 loss_giou_4: 0.4126 loss_class_enc: 0.3241 loss_bbox_enc: 0.1519 loss_giou_enc: 0.4708 loss_class_dn: 0.07465 loss_bbox_dn: 0.1729 loss_giou_dn: 0.4296 loss_class_dn_0: 0.1219 loss_bbox_dn_0: 0.2537 loss_giou_dn_0: 0.5739 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0.1977 loss_giou_dn_1: 0.4743 loss_class_dn_2: 0.08051 loss_bbox_dn_2: 0.18 loss_giou_dn_2: 0.4461 loss_class_dn_3: 0.07652 loss_bbox_dn_3: 0.1746 loss_giou_dn_3: 0.435 loss_class_dn_4: 0.07293 loss_bbox_dn_4: 0.1736 loss_giou_dn_4: 0.4316 time: 1.1149 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 03:41:11 d2.utils.events]: eta: 2 days, 10:21:23 iter: 34399 total_loss: 10.12 loss_class: 0.2689 loss_bbox: 0.1182 loss_giou: 0.3966 loss_class_0: 0.3236 loss_bbox_0: 0.1318 loss_giou_0: 0.4059 loss_class_1: 0.2884 loss_bbox_1: 0.1255 loss_giou_1: 0.4089 loss_class_2: 0.2757 loss_bbox_2: 0.1214 loss_giou_2: 0.4007 loss_class_3: 0.2728 loss_bbox_3: 0.1191 loss_giou_3: 0.3973 loss_class_4: 0.2705 loss_bbox_4: 0.1191 loss_giou_4: 0.3963 loss_class_enc: 0.3182 loss_bbox_enc: 0.1512 loss_giou_enc: 0.4485 loss_class_dn: 0.07114 loss_bbox_dn: 0.1768 loss_giou_dn: 0.4086 loss_class_dn_0: 0.1195 loss_bbox_dn_0: 0.2569 loss_giou_dn_0: 0.5549 loss_class_dn_1: 0.09021 loss_bbox_dn_1: 0.1986 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loss_giou_dn_1: 0.4604 loss_class_dn_2: 0.08347 loss_bbox_dn_2: 0.1851 loss_giou_dn_2: 0.4335 loss_class_dn_3: 0.07972 loss_bbox_dn_3: 0.1811 loss_giou_dn_3: 0.4233 loss_class_dn_4: 0.07661 loss_bbox_dn_4: 0.1799 loss_giou_dn_4: 0.4205 time: 1.1149 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 03:43:03 d2.utils.events]: eta: 2 days, 10:23:28 iter: 34499 total_loss: 10.24 loss_class: 0.2731 loss_bbox: 0.1205 loss_giou: 0.4012 loss_class_0: 0.3222 loss_bbox_0: 0.1286 loss_giou_0: 0.4149 loss_class_1: 0.29 loss_bbox_1: 0.1269 loss_giou_1: 0.4122 loss_class_2: 0.2793 loss_bbox_2: 0.1239 loss_giou_2: 0.4072 loss_class_3: 0.2766 loss_bbox_3: 0.122 loss_giou_3: 0.4031 loss_class_4: 0.2744 loss_bbox_4: 0.1202 loss_giou_4: 0.4007 loss_class_enc: 0.316 loss_bbox_enc: 0.1462 loss_giou_enc: 0.4517 loss_class_dn: 0.07576 loss_bbox_dn: 0.1741 loss_giou_dn: 0.4207 loss_class_dn_0: 0.1241 loss_bbox_dn_0: 0.2565 loss_giou_dn_0: 0.5635 loss_class_dn_1: 0.09579 loss_bbox_dn_1: 0.1992 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0.465 loss_class_dn_2: 0.08203 loss_bbox_dn_2: 0.1828 loss_giou_dn_2: 0.4347 loss_class_dn_3: 0.07883 loss_bbox_dn_3: 0.179 loss_giou_dn_3: 0.4243 loss_class_dn_4: 0.07613 loss_bbox_dn_4: 0.1779 loss_giou_dn_4: 0.421 time: 1.1149 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 03:45:51 d2.utils.events]: eta: 2 days, 10:19:26 iter: 34649 total_loss: 10.55 loss_class: 0.2761 loss_bbox: 0.1281 loss_giou: 0.4109 loss_class_0: 0.3269 loss_bbox_0: 0.1335 loss_giou_0: 0.43 loss_class_1: 0.2958 loss_bbox_1: 0.135 loss_giou_1: 0.4198 loss_class_2: 0.2827 loss_bbox_2: 0.1318 loss_giou_2: 0.4171 loss_class_3: 0.2813 loss_bbox_3: 0.1297 loss_giou_3: 0.4116 loss_class_4: 0.2787 loss_bbox_4: 0.1285 loss_giou_4: 0.4105 loss_class_enc: 0.3224 loss_bbox_enc: 0.1547 loss_giou_enc: 0.466 loss_class_dn: 0.07467 loss_bbox_dn: 0.1821 loss_giou_dn: 0.4369 loss_class_dn_0: 0.1212 loss_bbox_dn_0: 0.2533 loss_giou_dn_0: 0.5738 loss_class_dn_1: 0.09241 loss_bbox_dn_1: 0.2016 loss_giou_dn_1: 0.4775 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0.1767 loss_giou_dn_2: 0.4418 loss_class_dn_3: 0.07589 loss_bbox_dn_3: 0.1723 loss_giou_dn_3: 0.4326 loss_class_dn_4: 0.07162 loss_bbox_dn_4: 0.1714 loss_giou_dn_4: 0.4302 time: 1.1148 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 03:49:34 d2.utils.events]: eta: 2 days, 10:07:43 iter: 34849 total_loss: 10.3 loss_class: 0.2731 loss_bbox: 0.1207 loss_giou: 0.3925 loss_class_0: 0.3271 loss_bbox_0: 0.1309 loss_giou_0: 0.4069 loss_class_1: 0.2914 loss_bbox_1: 0.1287 loss_giou_1: 0.4023 loss_class_2: 0.2815 loss_bbox_2: 0.1228 loss_giou_2: 0.3945 loss_class_3: 0.2784 loss_bbox_3: 0.1234 loss_giou_3: 0.3931 loss_class_4: 0.2737 loss_bbox_4: 0.1213 loss_giou_4: 0.3921 loss_class_enc: 0.3223 loss_bbox_enc: 0.1548 loss_giou_enc: 0.4507 loss_class_dn: 0.07095 loss_bbox_dn: 0.1925 loss_giou_dn: 0.4181 loss_class_dn_0: 0.1202 loss_bbox_dn_0: 0.2665 loss_giou_dn_0: 0.5645 loss_class_dn_1: 0.09266 loss_bbox_dn_1: 0.2125 loss_giou_dn_1: 0.4605 loss_class_dn_2: 0.07988 loss_bbox_dn_2: 0.1977 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loss_bbox_dn_3: 0.1829 loss_giou_dn_3: 0.4116 loss_class_dn_4: 0.074 loss_bbox_dn_4: 0.1822 loss_giou_dn_4: 0.4092 time: 1.1148 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/20 03:54:14 d2.utils.events]: eta: 2 days, 10:03:08 iter: 35099 total_loss: 10.29 loss_class: 0.278 loss_bbox: 0.1202 loss_giou: 0.3953 loss_class_0: 0.3266 loss_bbox_0: 0.1309 loss_giou_0: 0.4135 loss_class_1: 0.2943 loss_bbox_1: 0.1259 loss_giou_1: 0.4064 loss_class_2: 0.2806 loss_bbox_2: 0.1239 loss_giou_2: 0.4056 loss_class_3: 0.2794 loss_bbox_3: 0.1211 loss_giou_3: 0.4005 loss_class_4: 0.2774 loss_bbox_4: 0.1208 loss_giou_4: 0.3983 loss_class_enc: 0.3222 loss_bbox_enc: 0.1484 loss_giou_enc: 0.4528 loss_class_dn: 0.07569 loss_bbox_dn: 0.177 loss_giou_dn: 0.4154 loss_class_dn_0: 0.1238 loss_bbox_dn_0: 0.2652 loss_giou_dn_0: 0.5637 loss_class_dn_1: 0.0965 loss_bbox_dn_1: 0.1991 loss_giou_dn_1: 0.4576 loss_class_dn_2: 0.08368 loss_bbox_dn_2: 0.1818 loss_giou_dn_2: 0.4278 loss_class_dn_3: 0.08054 loss_bbox_dn_3: 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loss_giou_dn_3: 0.4147 loss_class_dn_4: 0.07058 loss_bbox_dn_4: 0.1698 loss_giou_dn_4: 0.412 time: 1.1148 data_time: 0.1058 lr: 0.0001 max_mem: 43217M [05/20 03:56:05 d2.utils.events]: eta: 2 days, 9:59:32 iter: 35199 total_loss: 10.26 loss_class: 0.2788 loss_bbox: 0.1205 loss_giou: 0.3971 loss_class_0: 0.3283 loss_bbox_0: 0.1325 loss_giou_0: 0.4157 loss_class_1: 0.2933 loss_bbox_1: 0.1306 loss_giou_1: 0.4122 loss_class_2: 0.2847 loss_bbox_2: 0.1248 loss_giou_2: 0.4057 loss_class_3: 0.2825 loss_bbox_3: 0.1218 loss_giou_3: 0.4008 loss_class_4: 0.2791 loss_bbox_4: 0.1202 loss_giou_4: 0.3989 loss_class_enc: 0.3195 loss_bbox_enc: 0.1519 loss_giou_enc: 0.4571 loss_class_dn: 0.07366 loss_bbox_dn: 0.1736 loss_giou_dn: 0.4151 loss_class_dn_0: 0.1236 loss_bbox_dn_0: 0.2566 loss_giou_dn_0: 0.5709 loss_class_dn_1: 0.0965 loss_bbox_dn_1: 0.1972 loss_giou_dn_1: 0.4613 loss_class_dn_2: 0.08301 loss_bbox_dn_2: 0.1797 loss_giou_dn_2: 0.4293 loss_class_dn_3: 0.07879 loss_bbox_dn_3: 0.1751 loss_giou_dn_3: 0.4182 loss_class_dn_4: 0.07487 loss_bbox_dn_4: 0.1736 loss_giou_dn_4: 0.4149 time: 1.1148 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 03:57:00 d2.utils.events]: eta: 2 days, 9:58:37 iter: 35249 total_loss: 10.22 loss_class: 0.2698 loss_bbox: 0.1227 loss_giou: 0.4003 loss_class_0: 0.3177 loss_bbox_0: 0.1314 loss_giou_0: 0.419 loss_class_1: 0.2874 loss_bbox_1: 0.1303 loss_giou_1: 0.4114 loss_class_2: 0.2762 loss_bbox_2: 0.126 loss_giou_2: 0.4056 loss_class_3: 0.2737 loss_bbox_3: 0.1235 loss_giou_3: 0.4024 loss_class_4: 0.2708 loss_bbox_4: 0.1231 loss_giou_4: 0.4006 loss_class_enc: 0.315 loss_bbox_enc: 0.1518 loss_giou_enc: 0.4533 loss_class_dn: 0.07332 loss_bbox_dn: 0.1772 loss_giou_dn: 0.4217 loss_class_dn_0: 0.1219 loss_bbox_dn_0: 0.2642 loss_giou_dn_0: 0.5613 loss_class_dn_1: 0.09509 loss_bbox_dn_1: 0.2021 loss_giou_dn_1: 0.4609 loss_class_dn_2: 0.08151 loss_bbox_dn_2: 0.1828 loss_giou_dn_2: 0.4334 loss_class_dn_3: 0.07836 loss_bbox_dn_3: 0.1787 loss_giou_dn_3: 0.4245 loss_class_dn_4: 0.07454 loss_bbox_dn_4: 0.1773 loss_giou_dn_4: 0.4217 time: 1.1148 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 03:57:56 d2.utils.events]: eta: 2 days, 9:59:02 iter: 35299 total_loss: 10.46 loss_class: 0.2799 loss_bbox: 0.1249 loss_giou: 0.3991 loss_class_0: 0.3309 loss_bbox_0: 0.1321 loss_giou_0: 0.4157 loss_class_1: 0.2983 loss_bbox_1: 0.1297 loss_giou_1: 0.4106 loss_class_2: 0.2831 loss_bbox_2: 0.1276 loss_giou_2: 0.4066 loss_class_3: 0.283 loss_bbox_3: 0.1252 loss_giou_3: 0.4027 loss_class_4: 0.2807 loss_bbox_4: 0.1245 loss_giou_4: 0.4 loss_class_enc: 0.3243 loss_bbox_enc: 0.1514 loss_giou_enc: 0.4506 loss_class_dn: 0.07148 loss_bbox_dn: 0.1838 loss_giou_dn: 0.4255 loss_class_dn_0: 0.1209 loss_bbox_dn_0: 0.2632 loss_giou_dn_0: 0.568 loss_class_dn_1: 0.09266 loss_bbox_dn_1: 0.2059 loss_giou_dn_1: 0.4679 loss_class_dn_2: 0.07927 loss_bbox_dn_2: 0.1896 loss_giou_dn_2: 0.439 loss_class_dn_3: 0.07601 loss_bbox_dn_3: 0.1849 loss_giou_dn_3: 0.4286 loss_class_dn_4: 0.07306 loss_bbox_dn_4: 0.1839 loss_giou_dn_4: 0.4255 time: 1.1148 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 03:58:51 d2.utils.events]: eta: 2 days, 9:57:28 iter: 35349 total_loss: 10.28 loss_class: 0.2768 loss_bbox: 0.1223 loss_giou: 0.403 loss_class_0: 0.3265 loss_bbox_0: 0.131 loss_giou_0: 0.4202 loss_class_1: 0.2918 loss_bbox_1: 0.1289 loss_giou_1: 0.4142 loss_class_2: 0.2819 loss_bbox_2: 0.1255 loss_giou_2: 0.4089 loss_class_3: 0.2799 loss_bbox_3: 0.1231 loss_giou_3: 0.4035 loss_class_4: 0.278 loss_bbox_4: 0.1225 loss_giou_4: 0.4022 loss_class_enc: 0.3223 loss_bbox_enc: 0.1493 loss_giou_enc: 0.4548 loss_class_dn: 0.07329 loss_bbox_dn: 0.1761 loss_giou_dn: 0.4223 loss_class_dn_0: 0.1212 loss_bbox_dn_0: 0.2572 loss_giou_dn_0: 0.5626 loss_class_dn_1: 0.09455 loss_bbox_dn_1: 0.1974 loss_giou_dn_1: 0.4642 loss_class_dn_2: 0.08172 loss_bbox_dn_2: 0.1809 loss_giou_dn_2: 0.4339 loss_class_dn_3: 0.07849 loss_bbox_dn_3: 0.1772 loss_giou_dn_3: 0.4245 loss_class_dn_4: 0.0748 loss_bbox_dn_4: 0.1762 loss_giou_dn_4: 0.4221 time: 1.1148 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 03:59:48 d2.utils.events]: eta: 2 days, 9:57:38 iter: 35399 total_loss: 10.44 loss_class: 0.2819 loss_bbox: 0.1192 loss_giou: 0.4203 loss_class_0: 0.3306 loss_bbox_0: 0.1263 loss_giou_0: 0.442 loss_class_1: 0.2999 loss_bbox_1: 0.1248 loss_giou_1: 0.4351 loss_class_2: 0.286 loss_bbox_2: 0.1226 loss_giou_2: 0.4274 loss_class_3: 0.2844 loss_bbox_3: 0.1202 loss_giou_3: 0.4232 loss_class_4: 0.2832 loss_bbox_4: 0.1201 loss_giou_4: 0.4213 loss_class_enc: 0.3312 loss_bbox_enc: 0.1416 loss_giou_enc: 0.4772 loss_class_dn: 0.07254 loss_bbox_dn: 0.1715 loss_giou_dn: 0.4324 loss_class_dn_0: 0.1219 loss_bbox_dn_0: 0.2407 loss_giou_dn_0: 0.5717 loss_class_dn_1: 0.09368 loss_bbox_dn_1: 0.1892 loss_giou_dn_1: 0.4702 loss_class_dn_2: 0.08112 loss_bbox_dn_2: 0.1759 loss_giou_dn_2: 0.4439 loss_class_dn_3: 0.07816 loss_bbox_dn_3: 0.172 loss_giou_dn_3: 0.4351 loss_class_dn_4: 0.07406 loss_bbox_dn_4: 0.1717 loss_giou_dn_4: 0.4324 time: 1.1148 data_time: 0.0938 lr: 0.0001 max_mem: 43217M [05/20 04:00:43 d2.utils.events]: eta: 2 days, 9:56:43 iter: 35449 total_loss: 10.03 loss_class: 0.2689 loss_bbox: 0.1179 loss_giou: 0.3885 loss_class_0: 0.3182 loss_bbox_0: 0.1259 loss_giou_0: 0.4007 loss_class_1: 0.2861 loss_bbox_1: 0.1239 loss_giou_1: 0.3995 loss_class_2: 0.2745 loss_bbox_2: 0.1196 loss_giou_2: 0.3922 loss_class_3: 0.2731 loss_bbox_3: 0.119 loss_giou_3: 0.3888 loss_class_4: 0.2711 loss_bbox_4: 0.1179 loss_giou_4: 0.3872 loss_class_enc: 0.3125 loss_bbox_enc: 0.1436 loss_giou_enc: 0.436 loss_class_dn: 0.07071 loss_bbox_dn: 0.1694 loss_giou_dn: 0.4056 loss_class_dn_0: 0.1184 loss_bbox_dn_0: 0.2446 loss_giou_dn_0: 0.5543 loss_class_dn_1: 0.09075 loss_bbox_dn_1: 0.1915 loss_giou_dn_1: 0.4497 loss_class_dn_2: 0.07871 loss_bbox_dn_2: 0.174 loss_giou_dn_2: 0.4196 loss_class_dn_3: 0.07502 loss_bbox_dn_3: 0.1702 loss_giou_dn_3: 0.408 loss_class_dn_4: 0.07305 loss_bbox_dn_4: 0.1695 loss_giou_dn_4: 0.4055 time: 1.1148 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 04:01:39 d2.utils.events]: eta: 2 days, 9:56:22 iter: 35499 total_loss: 10.1 loss_class: 0.2721 loss_bbox: 0.1177 loss_giou: 0.3961 loss_class_0: 0.32 loss_bbox_0: 0.1273 loss_giou_0: 0.4147 loss_class_1: 0.2906 loss_bbox_1: 0.1245 loss_giou_1: 0.4104 loss_class_2: 0.279 loss_bbox_2: 0.1211 loss_giou_2: 0.4015 loss_class_3: 0.2757 loss_bbox_3: 0.1189 loss_giou_3: 0.3984 loss_class_4: 0.2729 loss_bbox_4: 0.1181 loss_giou_4: 0.3964 loss_class_enc: 0.3182 loss_bbox_enc: 0.1468 loss_giou_enc: 0.4527 loss_class_dn: 0.07016 loss_bbox_dn: 0.177 loss_giou_dn: 0.4111 loss_class_dn_0: 0.1183 loss_bbox_dn_0: 0.2586 loss_giou_dn_0: 0.5528 loss_class_dn_1: 0.09129 loss_bbox_dn_1: 0.2034 loss_giou_dn_1: 0.4517 loss_class_dn_2: 0.07949 loss_bbox_dn_2: 0.1835 loss_giou_dn_2: 0.4223 loss_class_dn_3: 0.07508 loss_bbox_dn_3: 0.1784 loss_giou_dn_3: 0.4135 loss_class_dn_4: 0.07119 loss_bbox_dn_4: 0.1772 loss_giou_dn_4: 0.4111 time: 1.1147 data_time: 0.1029 lr: 0.0001 max_mem: 43217M [05/20 04:02:35 d2.utils.events]: eta: 2 days, 9:55:27 iter: 35549 total_loss: 10.32 loss_class: 0.2767 loss_bbox: 0.1216 loss_giou: 0.3953 loss_class_0: 0.3256 loss_bbox_0: 0.1297 loss_giou_0: 0.405 loss_class_1: 0.2934 loss_bbox_1: 0.1279 loss_giou_1: 0.4001 loss_class_2: 0.2828 loss_bbox_2: 0.1256 loss_giou_2: 0.4015 loss_class_3: 0.2816 loss_bbox_3: 0.1225 loss_giou_3: 0.3955 loss_class_4: 0.2789 loss_bbox_4: 0.1213 loss_giou_4: 0.3943 loss_class_enc: 0.3215 loss_bbox_enc: 0.145 loss_giou_enc: 0.4428 loss_class_dn: 0.07004 loss_bbox_dn: 0.1769 loss_giou_dn: 0.4237 loss_class_dn_0: 0.1172 loss_bbox_dn_0: 0.2517 loss_giou_dn_0: 0.5738 loss_class_dn_1: 0.08947 loss_bbox_dn_1: 0.2007 loss_giou_dn_1: 0.4666 loss_class_dn_2: 0.07826 loss_bbox_dn_2: 0.1842 loss_giou_dn_2: 0.4359 loss_class_dn_3: 0.07456 loss_bbox_dn_3: 0.1784 loss_giou_dn_3: 0.4266 loss_class_dn_4: 0.07197 loss_bbox_dn_4: 0.1769 loss_giou_dn_4: 0.4238 time: 1.1147 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 04:03:30 d2.utils.events]: eta: 2 days, 9:52:12 iter: 35599 total_loss: 10.35 loss_class: 0.27 loss_bbox: 0.1215 loss_giou: 0.4065 loss_class_0: 0.3189 loss_bbox_0: 0.1299 loss_giou_0: 0.4237 loss_class_1: 0.2897 loss_bbox_1: 0.1271 loss_giou_1: 0.4193 loss_class_2: 0.2773 loss_bbox_2: 0.1231 loss_giou_2: 0.4109 loss_class_3: 0.2737 loss_bbox_3: 0.1216 loss_giou_3: 0.409 loss_class_4: 0.2696 loss_bbox_4: 0.1208 loss_giou_4: 0.4064 loss_class_enc: 0.315 loss_bbox_enc: 0.147 loss_giou_enc: 0.4556 loss_class_dn: 0.0754 loss_bbox_dn: 0.175 loss_giou_dn: 0.4176 loss_class_dn_0: 0.1226 loss_bbox_dn_0: 0.2548 loss_giou_dn_0: 0.5589 loss_class_dn_1: 0.0937 loss_bbox_dn_1: 0.2003 loss_giou_dn_1: 0.461 loss_class_dn_2: 0.08365 loss_bbox_dn_2: 0.1817 loss_giou_dn_2: 0.4298 loss_class_dn_3: 0.08008 loss_bbox_dn_3: 0.1764 loss_giou_dn_3: 0.4211 loss_class_dn_4: 0.07669 loss_bbox_dn_4: 0.175 loss_giou_dn_4: 0.4174 time: 1.1147 data_time: 0.1001 lr: 0.0001 max_mem: 43217M [05/20 04:04:27 d2.utils.events]: eta: 2 days, 9:51:54 iter: 35649 total_loss: 10.31 loss_class: 0.2732 loss_bbox: 0.1234 loss_giou: 0.4077 loss_class_0: 0.3223 loss_bbox_0: 0.1312 loss_giou_0: 0.4216 loss_class_1: 0.2929 loss_bbox_1: 0.1296 loss_giou_1: 0.415 loss_class_2: 0.2825 loss_bbox_2: 0.1253 loss_giou_2: 0.4135 loss_class_3: 0.2787 loss_bbox_3: 0.1233 loss_giou_3: 0.4106 loss_class_4: 0.2754 loss_bbox_4: 0.123 loss_giou_4: 0.4066 loss_class_enc: 0.3213 loss_bbox_enc: 0.1531 loss_giou_enc: 0.4626 loss_class_dn: 0.07355 loss_bbox_dn: 0.1793 loss_giou_dn: 0.4183 loss_class_dn_0: 0.122 loss_bbox_dn_0: 0.2634 loss_giou_dn_0: 0.5623 loss_class_dn_1: 0.09373 loss_bbox_dn_1: 0.2021 loss_giou_dn_1: 0.4593 loss_class_dn_2: 0.082 loss_bbox_dn_2: 0.1852 loss_giou_dn_2: 0.431 loss_class_dn_3: 0.07973 loss_bbox_dn_3: 0.1799 loss_giou_dn_3: 0.421 loss_class_dn_4: 0.07521 loss_bbox_dn_4: 0.1794 loss_giou_dn_4: 0.4183 time: 1.1148 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/20 04:05:24 d2.utils.events]: eta: 2 days, 9:51:32 iter: 35699 total_loss: 10.15 loss_class: 0.2743 loss_bbox: 0.1209 loss_giou: 0.4103 loss_class_0: 0.3202 loss_bbox_0: 0.1316 loss_giou_0: 0.4262 loss_class_1: 0.2904 loss_bbox_1: 0.1281 loss_giou_1: 0.4208 loss_class_2: 0.28 loss_bbox_2: 0.1226 loss_giou_2: 0.4148 loss_class_3: 0.2785 loss_bbox_3: 0.1203 loss_giou_3: 0.4111 loss_class_4: 0.2756 loss_bbox_4: 0.1209 loss_giou_4: 0.4103 loss_class_enc: 0.3161 loss_bbox_enc: 0.1504 loss_giou_enc: 0.4642 loss_class_dn: 0.07045 loss_bbox_dn: 0.1745 loss_giou_dn: 0.4203 loss_class_dn_0: 0.1182 loss_bbox_dn_0: 0.2507 loss_giou_dn_0: 0.5644 loss_class_dn_1: 0.09138 loss_bbox_dn_1: 0.1969 loss_giou_dn_1: 0.4631 loss_class_dn_2: 0.0796 loss_bbox_dn_2: 0.1792 loss_giou_dn_2: 0.4318 loss_class_dn_3: 0.0761 loss_bbox_dn_3: 0.1754 loss_giou_dn_3: 0.4229 loss_class_dn_4: 0.07223 loss_bbox_dn_4: 0.1745 loss_giou_dn_4: 0.4203 time: 1.1148 data_time: 0.0950 lr: 0.0001 max_mem: 43217M [05/20 04:06:19 d2.utils.events]: eta: 2 days, 9:53:29 iter: 35749 total_loss: 10.35 loss_class: 0.271 loss_bbox: 0.1235 loss_giou: 0.4037 loss_class_0: 0.3179 loss_bbox_0: 0.1335 loss_giou_0: 0.4227 loss_class_1: 0.2867 loss_bbox_1: 0.1311 loss_giou_1: 0.4166 loss_class_2: 0.2768 loss_bbox_2: 0.1264 loss_giou_2: 0.4111 loss_class_3: 0.2738 loss_bbox_3: 0.1237 loss_giou_3: 0.4062 loss_class_4: 0.2708 loss_bbox_4: 0.1234 loss_giou_4: 0.404 loss_class_enc: 0.3176 loss_bbox_enc: 0.1525 loss_giou_enc: 0.4594 loss_class_dn: 0.06978 loss_bbox_dn: 0.18 loss_giou_dn: 0.4232 loss_class_dn_0: 0.1172 loss_bbox_dn_0: 0.2667 loss_giou_dn_0: 0.5648 loss_class_dn_1: 0.08979 loss_bbox_dn_1: 0.2039 loss_giou_dn_1: 0.4665 loss_class_dn_2: 0.07826 loss_bbox_dn_2: 0.185 loss_giou_dn_2: 0.4368 loss_class_dn_3: 0.07527 loss_bbox_dn_3: 0.1809 loss_giou_dn_3: 0.4263 loss_class_dn_4: 0.0713 loss_bbox_dn_4: 0.1802 loss_giou_dn_4: 0.4231 time: 1.1148 data_time: 0.1048 lr: 0.0001 max_mem: 43217M [05/20 04:07:16 d2.utils.events]: eta: 2 days, 9:53:54 iter: 35799 total_loss: 10.3 loss_class: 0.2761 loss_bbox: 0.1177 loss_giou: 0.4099 loss_class_0: 0.3273 loss_bbox_0: 0.1275 loss_giou_0: 0.4264 loss_class_1: 0.2933 loss_bbox_1: 0.1241 loss_giou_1: 0.4224 loss_class_2: 0.2822 loss_bbox_2: 0.1209 loss_giou_2: 0.4186 loss_class_3: 0.2808 loss_bbox_3: 0.1189 loss_giou_3: 0.4121 loss_class_4: 0.279 loss_bbox_4: 0.1173 loss_giou_4: 0.4094 loss_class_enc: 0.3192 loss_bbox_enc: 0.1458 loss_giou_enc: 0.4638 loss_class_dn: 0.07791 loss_bbox_dn: 0.1772 loss_giou_dn: 0.4182 loss_class_dn_0: 0.1243 loss_bbox_dn_0: 0.2601 loss_giou_dn_0: 0.5617 loss_class_dn_1: 0.09811 loss_bbox_dn_1: 0.1992 loss_giou_dn_1: 0.461 loss_class_dn_2: 0.0866 loss_bbox_dn_2: 0.1832 loss_giou_dn_2: 0.4326 loss_class_dn_3: 0.08281 loss_bbox_dn_3: 0.1777 loss_giou_dn_3: 0.4213 loss_class_dn_4: 0.07913 loss_bbox_dn_4: 0.1773 loss_giou_dn_4: 0.4181 time: 1.1148 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 04:08:12 d2.utils.events]: eta: 2 days, 9:53:27 iter: 35849 total_loss: 10.41 loss_class: 0.2724 loss_bbox: 0.1256 loss_giou: 0.3993 loss_class_0: 0.3228 loss_bbox_0: 0.1338 loss_giou_0: 0.4159 loss_class_1: 0.2892 loss_bbox_1: 0.1303 loss_giou_1: 0.4058 loss_class_2: 0.2785 loss_bbox_2: 0.1294 loss_giou_2: 0.4039 loss_class_3: 0.277 loss_bbox_3: 0.127 loss_giou_3: 0.4002 loss_class_4: 0.2742 loss_bbox_4: 0.1262 loss_giou_4: 0.3988 loss_class_enc: 0.3176 loss_bbox_enc: 0.1523 loss_giou_enc: 0.4498 loss_class_dn: 0.07265 loss_bbox_dn: 0.1815 loss_giou_dn: 0.4195 loss_class_dn_0: 0.1214 loss_bbox_dn_0: 0.2668 loss_giou_dn_0: 0.5621 loss_class_dn_1: 0.09292 loss_bbox_dn_1: 0.2059 loss_giou_dn_1: 0.4604 loss_class_dn_2: 0.08131 loss_bbox_dn_2: 0.1871 loss_giou_dn_2: 0.4334 loss_class_dn_3: 0.07754 loss_bbox_dn_3: 0.1826 loss_giou_dn_3: 0.4224 loss_class_dn_4: 0.07377 loss_bbox_dn_4: 0.1817 loss_giou_dn_4: 0.4192 time: 1.1148 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 04:09:08 d2.utils.events]: eta: 2 days, 9:51:40 iter: 35899 total_loss: 10.21 loss_class: 0.2704 loss_bbox: 0.123 loss_giou: 0.4021 loss_class_0: 0.3185 loss_bbox_0: 0.1316 loss_giou_0: 0.4175 loss_class_1: 0.2869 loss_bbox_1: 0.1289 loss_giou_1: 0.4136 loss_class_2: 0.2756 loss_bbox_2: 0.1264 loss_giou_2: 0.407 loss_class_3: 0.2733 loss_bbox_3: 0.1241 loss_giou_3: 0.4045 loss_class_4: 0.27 loss_bbox_4: 0.1228 loss_giou_4: 0.4025 loss_class_enc: 0.3161 loss_bbox_enc: 0.1494 loss_giou_enc: 0.4507 loss_class_dn: 0.0717 loss_bbox_dn: 0.1694 loss_giou_dn: 0.4236 loss_class_dn_0: 0.1196 loss_bbox_dn_0: 0.2482 loss_giou_dn_0: 0.5619 loss_class_dn_1: 0.09228 loss_bbox_dn_1: 0.1899 loss_giou_dn_1: 0.4639 loss_class_dn_2: 0.08096 loss_bbox_dn_2: 0.1736 loss_giou_dn_2: 0.4362 loss_class_dn_3: 0.0774 loss_bbox_dn_3: 0.1702 loss_giou_dn_3: 0.4264 loss_class_dn_4: 0.07326 loss_bbox_dn_4: 0.1695 loss_giou_dn_4: 0.4236 time: 1.1148 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 04:10:03 d2.utils.events]: eta: 2 days, 9:50:18 iter: 35949 total_loss: 10.33 loss_class: 0.2696 loss_bbox: 0.1219 loss_giou: 0.403 loss_class_0: 0.3217 loss_bbox_0: 0.1283 loss_giou_0: 0.4181 loss_class_1: 0.2898 loss_bbox_1: 0.1254 loss_giou_1: 0.4167 loss_class_2: 0.2802 loss_bbox_2: 0.124 loss_giou_2: 0.4089 loss_class_3: 0.275 loss_bbox_3: 0.1235 loss_giou_3: 0.4043 loss_class_4: 0.2721 loss_bbox_4: 0.1211 loss_giou_4: 0.4025 loss_class_enc: 0.319 loss_bbox_enc: 0.1438 loss_giou_enc: 0.4585 loss_class_dn: 0.07101 loss_bbox_dn: 0.167 loss_giou_dn: 0.4231 loss_class_dn_0: 0.1208 loss_bbox_dn_0: 0.2483 loss_giou_dn_0: 0.5666 loss_class_dn_1: 0.09334 loss_bbox_dn_1: 0.1881 loss_giou_dn_1: 0.4655 loss_class_dn_2: 0.08119 loss_bbox_dn_2: 0.172 loss_giou_dn_2: 0.4363 loss_class_dn_3: 0.0768 loss_bbox_dn_3: 0.1678 loss_giou_dn_3: 0.4259 loss_class_dn_4: 0.07275 loss_bbox_dn_4: 0.167 loss_giou_dn_4: 0.4231 time: 1.1148 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 04:10:59 d2.utils.events]: eta: 2 days, 9:48:17 iter: 35999 total_loss: 10.21 loss_class: 0.2794 loss_bbox: 0.1181 loss_giou: 0.4029 loss_class_0: 0.3281 loss_bbox_0: 0.1267 loss_giou_0: 0.4159 loss_class_1: 0.2971 loss_bbox_1: 0.1255 loss_giou_1: 0.4136 loss_class_2: 0.2848 loss_bbox_2: 0.1207 loss_giou_2: 0.4072 loss_class_3: 0.2827 loss_bbox_3: 0.1191 loss_giou_3: 0.4031 loss_class_4: 0.2794 loss_bbox_4: 0.118 loss_giou_4: 0.4025 loss_class_enc: 0.3285 loss_bbox_enc: 0.1417 loss_giou_enc: 0.4518 loss_class_dn: 0.07984 loss_bbox_dn: 0.1749 loss_giou_dn: 0.4172 loss_class_dn_0: 0.1284 loss_bbox_dn_0: 0.25 loss_giou_dn_0: 0.5597 loss_class_dn_1: 0.1017 loss_bbox_dn_1: 0.1973 loss_giou_dn_1: 0.4564 loss_class_dn_2: 0.08767 loss_bbox_dn_2: 0.1813 loss_giou_dn_2: 0.4282 loss_class_dn_3: 0.08469 loss_bbox_dn_3: 0.1763 loss_giou_dn_3: 0.4191 loss_class_dn_4: 0.08089 loss_bbox_dn_4: 0.175 loss_giou_dn_4: 0.4171 time: 1.1148 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 04:11:56 d2.utils.events]: eta: 2 days, 9:47:53 iter: 36049 total_loss: 10.07 loss_class: 0.2674 loss_bbox: 0.1187 loss_giou: 0.4113 loss_class_0: 0.3163 loss_bbox_0: 0.1293 loss_giou_0: 0.4302 loss_class_1: 0.2833 loss_bbox_1: 0.1268 loss_giou_1: 0.4251 loss_class_2: 0.2694 loss_bbox_2: 0.1216 loss_giou_2: 0.4214 loss_class_3: 0.2696 loss_bbox_3: 0.1189 loss_giou_3: 0.4159 loss_class_4: 0.2686 loss_bbox_4: 0.118 loss_giou_4: 0.4122 loss_class_enc: 0.3116 loss_bbox_enc: 0.1463 loss_giou_enc: 0.467 loss_class_dn: 0.07111 loss_bbox_dn: 0.1675 loss_giou_dn: 0.4201 loss_class_dn_0: 0.1166 loss_bbox_dn_0: 0.2442 loss_giou_dn_0: 0.5642 loss_class_dn_1: 0.09041 loss_bbox_dn_1: 0.1891 loss_giou_dn_1: 0.4623 loss_class_dn_2: 0.07882 loss_bbox_dn_2: 0.1727 loss_giou_dn_2: 0.4321 loss_class_dn_3: 0.07564 loss_bbox_dn_3: 0.1686 loss_giou_dn_3: 0.4224 loss_class_dn_4: 0.07228 loss_bbox_dn_4: 0.1676 loss_giou_dn_4: 0.42 time: 1.1148 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/20 04:12:51 d2.utils.events]: eta: 2 days, 9:48:06 iter: 36099 total_loss: 10.57 loss_class: 0.2802 loss_bbox: 0.1221 loss_giou: 0.4175 loss_class_0: 0.3231 loss_bbox_0: 0.1299 loss_giou_0: 0.4321 loss_class_1: 0.2949 loss_bbox_1: 0.1289 loss_giou_1: 0.4286 loss_class_2: 0.2835 loss_bbox_2: 0.1269 loss_giou_2: 0.4255 loss_class_3: 0.2837 loss_bbox_3: 0.1237 loss_giou_3: 0.4201 loss_class_4: 0.2819 loss_bbox_4: 0.1227 loss_giou_4: 0.4187 loss_class_enc: 0.3229 loss_bbox_enc: 0.1488 loss_giou_enc: 0.4681 loss_class_dn: 0.07515 loss_bbox_dn: 0.1782 loss_giou_dn: 0.4262 loss_class_dn_0: 0.1229 loss_bbox_dn_0: 0.2567 loss_giou_dn_0: 0.5739 loss_class_dn_1: 0.09525 loss_bbox_dn_1: 0.2037 loss_giou_dn_1: 0.4705 loss_class_dn_2: 0.08413 loss_bbox_dn_2: 0.1847 loss_giou_dn_2: 0.4384 loss_class_dn_3: 0.07984 loss_bbox_dn_3: 0.1797 loss_giou_dn_3: 0.4279 loss_class_dn_4: 0.07605 loss_bbox_dn_4: 0.1782 loss_giou_dn_4: 0.4261 time: 1.1148 data_time: 0.1054 lr: 0.0001 max_mem: 43217M [05/20 04:13:47 d2.utils.events]: eta: 2 days, 9:47:57 iter: 36149 total_loss: 10.21 loss_class: 0.2756 loss_bbox: 0.1236 loss_giou: 0.4033 loss_class_0: 0.3251 loss_bbox_0: 0.1321 loss_giou_0: 0.4223 loss_class_1: 0.2889 loss_bbox_1: 0.1288 loss_giou_1: 0.4156 loss_class_2: 0.2784 loss_bbox_2: 0.1267 loss_giou_2: 0.4088 loss_class_3: 0.2767 loss_bbox_3: 0.1245 loss_giou_3: 0.4046 loss_class_4: 0.2765 loss_bbox_4: 0.1237 loss_giou_4: 0.4033 loss_class_enc: 0.3184 loss_bbox_enc: 0.1482 loss_giou_enc: 0.4533 loss_class_dn: 0.07448 loss_bbox_dn: 0.1799 loss_giou_dn: 0.4205 loss_class_dn_0: 0.1226 loss_bbox_dn_0: 0.2636 loss_giou_dn_0: 0.5625 loss_class_dn_1: 0.09611 loss_bbox_dn_1: 0.2032 loss_giou_dn_1: 0.4612 loss_class_dn_2: 0.0832 loss_bbox_dn_2: 0.1861 loss_giou_dn_2: 0.433 loss_class_dn_3: 0.07921 loss_bbox_dn_3: 0.1807 loss_giou_dn_3: 0.4233 loss_class_dn_4: 0.07573 loss_bbox_dn_4: 0.1799 loss_giou_dn_4: 0.4204 time: 1.1147 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 04:14:43 d2.utils.events]: eta: 2 days, 9:47:24 iter: 36199 total_loss: 10.4 loss_class: 0.2791 loss_bbox: 0.1236 loss_giou: 0.411 loss_class_0: 0.3291 loss_bbox_0: 0.1318 loss_giou_0: 0.4315 loss_class_1: 0.296 loss_bbox_1: 0.1281 loss_giou_1: 0.4218 loss_class_2: 0.2852 loss_bbox_2: 0.1256 loss_giou_2: 0.4173 loss_class_3: 0.2832 loss_bbox_3: 0.1238 loss_giou_3: 0.4126 loss_class_4: 0.2812 loss_bbox_4: 0.1242 loss_giou_4: 0.4109 loss_class_enc: 0.3237 loss_bbox_enc: 0.149 loss_giou_enc: 0.4692 loss_class_dn: 0.07544 loss_bbox_dn: 0.1703 loss_giou_dn: 0.4261 loss_class_dn_0: 0.1232 loss_bbox_dn_0: 0.2472 loss_giou_dn_0: 0.5676 loss_class_dn_1: 0.09493 loss_bbox_dn_1: 0.1942 loss_giou_dn_1: 0.4691 loss_class_dn_2: 0.08331 loss_bbox_dn_2: 0.1739 loss_giou_dn_2: 0.4373 loss_class_dn_3: 0.08085 loss_bbox_dn_3: 0.1708 loss_giou_dn_3: 0.4285 loss_class_dn_4: 0.0774 loss_bbox_dn_4: 0.1703 loss_giou_dn_4: 0.4262 time: 1.1147 data_time: 0.0994 lr: 0.0001 max_mem: 43217M [05/20 04:15:38 d2.utils.events]: eta: 2 days, 9:47:12 iter: 36249 total_loss: 10.07 loss_class: 0.2718 loss_bbox: 0.1203 loss_giou: 0.3962 loss_class_0: 0.3154 loss_bbox_0: 0.1287 loss_giou_0: 0.4147 loss_class_1: 0.2869 loss_bbox_1: 0.1259 loss_giou_1: 0.4047 loss_class_2: 0.2745 loss_bbox_2: 0.1253 loss_giou_2: 0.4023 loss_class_3: 0.2728 loss_bbox_3: 0.1217 loss_giou_3: 0.3988 loss_class_4: 0.2707 loss_bbox_4: 0.1206 loss_giou_4: 0.3965 loss_class_enc: 0.3157 loss_bbox_enc: 0.1493 loss_giou_enc: 0.4547 loss_class_dn: 0.06792 loss_bbox_dn: 0.174 loss_giou_dn: 0.412 loss_class_dn_0: 0.1157 loss_bbox_dn_0: 0.2543 loss_giou_dn_0: 0.5528 loss_class_dn_1: 0.0887 loss_bbox_dn_1: 0.1964 loss_giou_dn_1: 0.4527 loss_class_dn_2: 0.07773 loss_bbox_dn_2: 0.1788 loss_giou_dn_2: 0.4246 loss_class_dn_3: 0.07344 loss_bbox_dn_3: 0.1751 loss_giou_dn_3: 0.4142 loss_class_dn_4: 0.06987 loss_bbox_dn_4: 0.174 loss_giou_dn_4: 0.4118 time: 1.1147 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 04:16:34 d2.utils.events]: eta: 2 days, 9:48:12 iter: 36299 total_loss: 10.47 loss_class: 0.2765 loss_bbox: 0.1189 loss_giou: 0.4164 loss_class_0: 0.3266 loss_bbox_0: 0.1278 loss_giou_0: 0.4321 loss_class_1: 0.2919 loss_bbox_1: 0.1254 loss_giou_1: 0.4284 loss_class_2: 0.2825 loss_bbox_2: 0.1221 loss_giou_2: 0.4237 loss_class_3: 0.2827 loss_bbox_3: 0.1197 loss_giou_3: 0.4175 loss_class_4: 0.2782 loss_bbox_4: 0.1191 loss_giou_4: 0.4164 loss_class_enc: 0.3237 loss_bbox_enc: 0.1477 loss_giou_enc: 0.4705 loss_class_dn: 0.07039 loss_bbox_dn: 0.1754 loss_giou_dn: 0.4273 loss_class_dn_0: 0.1178 loss_bbox_dn_0: 0.2524 loss_giou_dn_0: 0.5743 loss_class_dn_1: 0.09037 loss_bbox_dn_1: 0.1951 loss_giou_dn_1: 0.4679 loss_class_dn_2: 0.07853 loss_bbox_dn_2: 0.1805 loss_giou_dn_2: 0.4385 loss_class_dn_3: 0.0738 loss_bbox_dn_3: 0.176 loss_giou_dn_3: 0.4297 loss_class_dn_4: 0.07147 loss_bbox_dn_4: 0.1755 loss_giou_dn_4: 0.4272 time: 1.1147 data_time: 0.1043 lr: 0.0001 max_mem: 43217M [05/20 04:17:30 d2.utils.events]: eta: 2 days, 9:49:06 iter: 36349 total_loss: 10.27 loss_class: 0.2776 loss_bbox: 0.1204 loss_giou: 0.412 loss_class_0: 0.3257 loss_bbox_0: 0.1329 loss_giou_0: 0.4261 loss_class_1: 0.2952 loss_bbox_1: 0.1292 loss_giou_1: 0.4208 loss_class_2: 0.2809 loss_bbox_2: 0.1257 loss_giou_2: 0.4155 loss_class_3: 0.2814 loss_bbox_3: 0.1223 loss_giou_3: 0.4118 loss_class_4: 0.2775 loss_bbox_4: 0.1201 loss_giou_4: 0.4104 loss_class_enc: 0.321 loss_bbox_enc: 0.1493 loss_giou_enc: 0.4595 loss_class_dn: 0.07136 loss_bbox_dn: 0.174 loss_giou_dn: 0.4257 loss_class_dn_0: 0.1204 loss_bbox_dn_0: 0.2508 loss_giou_dn_0: 0.5653 loss_class_dn_1: 0.09276 loss_bbox_dn_1: 0.1968 loss_giou_dn_1: 0.4668 loss_class_dn_2: 0.08042 loss_bbox_dn_2: 0.1798 loss_giou_dn_2: 0.4377 loss_class_dn_3: 0.07671 loss_bbox_dn_3: 0.175 loss_giou_dn_3: 0.4283 loss_class_dn_4: 0.07261 loss_bbox_dn_4: 0.1739 loss_giou_dn_4: 0.4257 time: 1.1147 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 04:18:26 d2.utils.events]: eta: 2 days, 9:47:06 iter: 36399 total_loss: 10.21 loss_class: 0.2745 loss_bbox: 0.1184 loss_giou: 0.3972 loss_class_0: 0.3241 loss_bbox_0: 0.1287 loss_giou_0: 0.4245 loss_class_1: 0.2921 loss_bbox_1: 0.1266 loss_giou_1: 0.4114 loss_class_2: 0.281 loss_bbox_2: 0.1219 loss_giou_2: 0.4049 loss_class_3: 0.2798 loss_bbox_3: 0.1192 loss_giou_3: 0.4003 loss_class_4: 0.2752 loss_bbox_4: 0.1189 loss_giou_4: 0.3977 loss_class_enc: 0.3203 loss_bbox_enc: 0.1467 loss_giou_enc: 0.4574 loss_class_dn: 0.07538 loss_bbox_dn: 0.1744 loss_giou_dn: 0.4176 loss_class_dn_0: 0.1244 loss_bbox_dn_0: 0.2623 loss_giou_dn_0: 0.5621 loss_class_dn_1: 0.09653 loss_bbox_dn_1: 0.1993 loss_giou_dn_1: 0.4586 loss_class_dn_2: 0.08475 loss_bbox_dn_2: 0.1804 loss_giou_dn_2: 0.43 loss_class_dn_3: 0.08152 loss_bbox_dn_3: 0.1755 loss_giou_dn_3: 0.4206 loss_class_dn_4: 0.07714 loss_bbox_dn_4: 0.1745 loss_giou_dn_4: 0.4175 time: 1.1147 data_time: 0.0904 lr: 0.0001 max_mem: 43217M [05/20 04:19:22 d2.utils.events]: eta: 2 days, 9:49:53 iter: 36449 total_loss: 10.19 loss_class: 0.2742 loss_bbox: 0.1203 loss_giou: 0.3974 loss_class_0: 0.3224 loss_bbox_0: 0.129 loss_giou_0: 0.4192 loss_class_1: 0.2947 loss_bbox_1: 0.1262 loss_giou_1: 0.4072 loss_class_2: 0.2814 loss_bbox_2: 0.1225 loss_giou_2: 0.4018 loss_class_3: 0.2802 loss_bbox_3: 0.1211 loss_giou_3: 0.4001 loss_class_4: 0.2752 loss_bbox_4: 0.1204 loss_giou_4: 0.3978 loss_class_enc: 0.319 loss_bbox_enc: 0.1504 loss_giou_enc: 0.4618 loss_class_dn: 0.0721 loss_bbox_dn: 0.1729 loss_giou_dn: 0.4115 loss_class_dn_0: 0.1238 loss_bbox_dn_0: 0.2541 loss_giou_dn_0: 0.5592 loss_class_dn_1: 0.09581 loss_bbox_dn_1: 0.1984 loss_giou_dn_1: 0.4536 loss_class_dn_2: 0.08181 loss_bbox_dn_2: 0.1791 loss_giou_dn_2: 0.4234 loss_class_dn_3: 0.07805 loss_bbox_dn_3: 0.1738 loss_giou_dn_3: 0.4135 loss_class_dn_4: 0.07378 loss_bbox_dn_4: 0.1729 loss_giou_dn_4: 0.4115 time: 1.1147 data_time: 0.1053 lr: 0.0001 max_mem: 43217M [05/20 04:20:18 d2.utils.events]: eta: 2 days, 9:47:15 iter: 36499 total_loss: 10.26 loss_class: 0.2731 loss_bbox: 0.1229 loss_giou: 0.4004 loss_class_0: 0.322 loss_bbox_0: 0.133 loss_giou_0: 0.4196 loss_class_1: 0.2917 loss_bbox_1: 0.1295 loss_giou_1: 0.4148 loss_class_2: 0.2801 loss_bbox_2: 0.1266 loss_giou_2: 0.408 loss_class_3: 0.2777 loss_bbox_3: 0.1247 loss_giou_3: 0.4034 loss_class_4: 0.2732 loss_bbox_4: 0.123 loss_giou_4: 0.4004 loss_class_enc: 0.319 loss_bbox_enc: 0.149 loss_giou_enc: 0.4532 loss_class_dn: 0.07096 loss_bbox_dn: 0.1784 loss_giou_dn: 0.421 loss_class_dn_0: 0.1203 loss_bbox_dn_0: 0.2596 loss_giou_dn_0: 0.5653 loss_class_dn_1: 0.09298 loss_bbox_dn_1: 0.2019 loss_giou_dn_1: 0.4598 loss_class_dn_2: 0.07918 loss_bbox_dn_2: 0.1849 loss_giou_dn_2: 0.4353 loss_class_dn_3: 0.07606 loss_bbox_dn_3: 0.1795 loss_giou_dn_3: 0.4244 loss_class_dn_4: 0.07208 loss_bbox_dn_4: 0.1784 loss_giou_dn_4: 0.4207 time: 1.1147 data_time: 0.1046 lr: 0.0001 max_mem: 43217M [05/20 04:21:14 d2.utils.events]: eta: 2 days, 9:48:01 iter: 36549 total_loss: 10.31 loss_class: 0.2783 loss_bbox: 0.1228 loss_giou: 0.4039 loss_class_0: 0.3251 loss_bbox_0: 0.1311 loss_giou_0: 0.4207 loss_class_1: 0.2933 loss_bbox_1: 0.1301 loss_giou_1: 0.4178 loss_class_2: 0.283 loss_bbox_2: 0.1258 loss_giou_2: 0.4102 loss_class_3: 0.2814 loss_bbox_3: 0.1252 loss_giou_3: 0.4071 loss_class_4: 0.2816 loss_bbox_4: 0.123 loss_giou_4: 0.4045 loss_class_enc: 0.3202 loss_bbox_enc: 0.1495 loss_giou_enc: 0.4606 loss_class_dn: 0.07324 loss_bbox_dn: 0.1816 loss_giou_dn: 0.4211 loss_class_dn_0: 0.122 loss_bbox_dn_0: 0.261 loss_giou_dn_0: 0.5639 loss_class_dn_1: 0.09293 loss_bbox_dn_1: 0.2059 loss_giou_dn_1: 0.4654 loss_class_dn_2: 0.08066 loss_bbox_dn_2: 0.1877 loss_giou_dn_2: 0.4352 loss_class_dn_3: 0.07763 loss_bbox_dn_3: 0.1828 loss_giou_dn_3: 0.424 loss_class_dn_4: 0.07481 loss_bbox_dn_4: 0.1817 loss_giou_dn_4: 0.421 time: 1.1147 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 04:22:10 d2.utils.events]: eta: 2 days, 9:51:02 iter: 36599 total_loss: 10.09 loss_class: 0.2685 loss_bbox: 0.1204 loss_giou: 0.3999 loss_class_0: 0.3176 loss_bbox_0: 0.1307 loss_giou_0: 0.4171 loss_class_1: 0.2887 loss_bbox_1: 0.1264 loss_giou_1: 0.4097 loss_class_2: 0.2734 loss_bbox_2: 0.1235 loss_giou_2: 0.4067 loss_class_3: 0.271 loss_bbox_3: 0.1228 loss_giou_3: 0.403 loss_class_4: 0.2683 loss_bbox_4: 0.1206 loss_giou_4: 0.3996 loss_class_enc: 0.3207 loss_bbox_enc: 0.1487 loss_giou_enc: 0.4569 loss_class_dn: 0.06706 loss_bbox_dn: 0.1773 loss_giou_dn: 0.4176 loss_class_dn_0: 0.1123 loss_bbox_dn_0: 0.256 loss_giou_dn_0: 0.5581 loss_class_dn_1: 0.08536 loss_bbox_dn_1: 0.2004 loss_giou_dn_1: 0.4574 loss_class_dn_2: 0.07451 loss_bbox_dn_2: 0.1818 loss_giou_dn_2: 0.4312 loss_class_dn_3: 0.07127 loss_bbox_dn_3: 0.1781 loss_giou_dn_3: 0.4205 loss_class_dn_4: 0.06769 loss_bbox_dn_4: 0.1773 loss_giou_dn_4: 0.4174 time: 1.1147 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 04:23:06 d2.utils.events]: eta: 2 days, 9:49:18 iter: 36649 total_loss: 10.19 loss_class: 0.2701 loss_bbox: 0.1208 loss_giou: 0.4062 loss_class_0: 0.3188 loss_bbox_0: 0.1273 loss_giou_0: 0.4209 loss_class_1: 0.2838 loss_bbox_1: 0.1259 loss_giou_1: 0.418 loss_class_2: 0.2735 loss_bbox_2: 0.1242 loss_giou_2: 0.4134 loss_class_3: 0.2718 loss_bbox_3: 0.1226 loss_giou_3: 0.4068 loss_class_4: 0.2708 loss_bbox_4: 0.1205 loss_giou_4: 0.4067 loss_class_enc: 0.3165 loss_bbox_enc: 0.1464 loss_giou_enc: 0.4597 loss_class_dn: 0.07089 loss_bbox_dn: 0.1758 loss_giou_dn: 0.417 loss_class_dn_0: 0.121 loss_bbox_dn_0: 0.2484 loss_giou_dn_0: 0.5657 loss_class_dn_1: 0.09165 loss_bbox_dn_1: 0.1934 loss_giou_dn_1: 0.4617 loss_class_dn_2: 0.07922 loss_bbox_dn_2: 0.1812 loss_giou_dn_2: 0.4293 loss_class_dn_3: 0.07563 loss_bbox_dn_3: 0.1771 loss_giou_dn_3: 0.4192 loss_class_dn_4: 0.07145 loss_bbox_dn_4: 0.1759 loss_giou_dn_4: 0.417 time: 1.1147 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/20 04:24:01 d2.utils.events]: eta: 2 days, 9:46:42 iter: 36699 total_loss: 10.38 loss_class: 0.2842 loss_bbox: 0.1217 loss_giou: 0.4004 loss_class_0: 0.3301 loss_bbox_0: 0.1294 loss_giou_0: 0.4215 loss_class_1: 0.3037 loss_bbox_1: 0.128 loss_giou_1: 0.4121 loss_class_2: 0.2915 loss_bbox_2: 0.1242 loss_giou_2: 0.4045 loss_class_3: 0.2879 loss_bbox_3: 0.1215 loss_giou_3: 0.4006 loss_class_4: 0.2845 loss_bbox_4: 0.1217 loss_giou_4: 0.4016 loss_class_enc: 0.3276 loss_bbox_enc: 0.146 loss_giou_enc: 0.4572 loss_class_dn: 0.07818 loss_bbox_dn: 0.1801 loss_giou_dn: 0.4152 loss_class_dn_0: 0.1264 loss_bbox_dn_0: 0.2583 loss_giou_dn_0: 0.5718 loss_class_dn_1: 0.0984 loss_bbox_dn_1: 0.2011 loss_giou_dn_1: 0.4615 loss_class_dn_2: 0.08546 loss_bbox_dn_2: 0.1854 loss_giou_dn_2: 0.4286 loss_class_dn_3: 0.08271 loss_bbox_dn_3: 0.181 loss_giou_dn_3: 0.4176 loss_class_dn_4: 0.07948 loss_bbox_dn_4: 0.1801 loss_giou_dn_4: 0.4151 time: 1.1147 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 04:24:58 d2.utils.events]: eta: 2 days, 9:48:16 iter: 36749 total_loss: 10.03 loss_class: 0.2657 loss_bbox: 0.1167 loss_giou: 0.4074 loss_class_0: 0.3155 loss_bbox_0: 0.1307 loss_giou_0: 0.4236 loss_class_1: 0.2834 loss_bbox_1: 0.124 loss_giou_1: 0.4177 loss_class_2: 0.2715 loss_bbox_2: 0.1197 loss_giou_2: 0.4139 loss_class_3: 0.2705 loss_bbox_3: 0.1175 loss_giou_3: 0.4089 loss_class_4: 0.2657 loss_bbox_4: 0.1166 loss_giou_4: 0.4068 loss_class_enc: 0.3113 loss_bbox_enc: 0.1459 loss_giou_enc: 0.455 loss_class_dn: 0.07149 loss_bbox_dn: 0.1729 loss_giou_dn: 0.4168 loss_class_dn_0: 0.1175 loss_bbox_dn_0: 0.2543 loss_giou_dn_0: 0.551 loss_class_dn_1: 0.09088 loss_bbox_dn_1: 0.1956 loss_giou_dn_1: 0.4541 loss_class_dn_2: 0.07823 loss_bbox_dn_2: 0.1785 loss_giou_dn_2: 0.4286 loss_class_dn_3: 0.07538 loss_bbox_dn_3: 0.1738 loss_giou_dn_3: 0.4192 loss_class_dn_4: 0.07304 loss_bbox_dn_4: 0.1732 loss_giou_dn_4: 0.4168 time: 1.1147 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 04:25:54 d2.utils.events]: eta: 2 days, 9:47:21 iter: 36799 total_loss: 10.17 loss_class: 0.2747 loss_bbox: 0.1238 loss_giou: 0.3976 loss_class_0: 0.3213 loss_bbox_0: 0.1334 loss_giou_0: 0.4182 loss_class_1: 0.2902 loss_bbox_1: 0.1299 loss_giou_1: 0.4081 loss_class_2: 0.2793 loss_bbox_2: 0.1259 loss_giou_2: 0.4022 loss_class_3: 0.2777 loss_bbox_3: 0.1266 loss_giou_3: 0.3988 loss_class_4: 0.275 loss_bbox_4: 0.1242 loss_giou_4: 0.3977 loss_class_enc: 0.3174 loss_bbox_enc: 0.1538 loss_giou_enc: 0.4554 loss_class_dn: 0.06979 loss_bbox_dn: 0.1791 loss_giou_dn: 0.4198 loss_class_dn_0: 0.1174 loss_bbox_dn_0: 0.2607 loss_giou_dn_0: 0.5629 loss_class_dn_1: 0.08764 loss_bbox_dn_1: 0.2017 loss_giou_dn_1: 0.4595 loss_class_dn_2: 0.07872 loss_bbox_dn_2: 0.1849 loss_giou_dn_2: 0.4312 loss_class_dn_3: 0.07435 loss_bbox_dn_3: 0.1803 loss_giou_dn_3: 0.4223 loss_class_dn_4: 0.07019 loss_bbox_dn_4: 0.1788 loss_giou_dn_4: 0.4198 time: 1.1147 data_time: 0.0935 lr: 0.0001 max_mem: 43217M [05/20 04:26:50 d2.utils.events]: eta: 2 days, 9:45:37 iter: 36849 total_loss: 10.17 loss_class: 0.274 loss_bbox: 0.1171 loss_giou: 0.4026 loss_class_0: 0.323 loss_bbox_0: 0.1257 loss_giou_0: 0.4202 loss_class_1: 0.2904 loss_bbox_1: 0.1247 loss_giou_1: 0.4118 loss_class_2: 0.2805 loss_bbox_2: 0.1204 loss_giou_2: 0.4088 loss_class_3: 0.2768 loss_bbox_3: 0.1199 loss_giou_3: 0.4046 loss_class_4: 0.2766 loss_bbox_4: 0.1175 loss_giou_4: 0.403 loss_class_enc: 0.3212 loss_bbox_enc: 0.144 loss_giou_enc: 0.452 loss_class_dn: 0.06999 loss_bbox_dn: 0.1709 loss_giou_dn: 0.4187 loss_class_dn_0: 0.1196 loss_bbox_dn_0: 0.2487 loss_giou_dn_0: 0.5616 loss_class_dn_1: 0.09004 loss_bbox_dn_1: 0.194 loss_giou_dn_1: 0.4602 loss_class_dn_2: 0.07883 loss_bbox_dn_2: 0.1751 loss_giou_dn_2: 0.431 loss_class_dn_3: 0.07579 loss_bbox_dn_3: 0.1715 loss_giou_dn_3: 0.4213 loss_class_dn_4: 0.07151 loss_bbox_dn_4: 0.171 loss_giou_dn_4: 0.4187 time: 1.1147 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 04:27:47 d2.utils.events]: eta: 2 days, 9:46:08 iter: 36899 total_loss: 10.17 loss_class: 0.2747 loss_bbox: 0.1173 loss_giou: 0.4148 loss_class_0: 0.3221 loss_bbox_0: 0.1255 loss_giou_0: 0.4317 loss_class_1: 0.2974 loss_bbox_1: 0.1215 loss_giou_1: 0.4264 loss_class_2: 0.2809 loss_bbox_2: 0.1211 loss_giou_2: 0.4213 loss_class_3: 0.2765 loss_bbox_3: 0.1184 loss_giou_3: 0.4153 loss_class_4: 0.2753 loss_bbox_4: 0.1182 loss_giou_4: 0.4145 loss_class_enc: 0.3216 loss_bbox_enc: 0.1417 loss_giou_enc: 0.466 loss_class_dn: 0.07389 loss_bbox_dn: 0.1595 loss_giou_dn: 0.4227 loss_class_dn_0: 0.12 loss_bbox_dn_0: 0.2385 loss_giou_dn_0: 0.5684 loss_class_dn_1: 0.09459 loss_bbox_dn_1: 0.1864 loss_giou_dn_1: 0.4666 loss_class_dn_2: 0.08343 loss_bbox_dn_2: 0.1658 loss_giou_dn_2: 0.4372 loss_class_dn_3: 0.07955 loss_bbox_dn_3: 0.1612 loss_giou_dn_3: 0.4254 loss_class_dn_4: 0.07571 loss_bbox_dn_4: 0.1596 loss_giou_dn_4: 0.4225 time: 1.1147 data_time: 0.0887 lr: 0.0001 max_mem: 43217M [05/20 04:28:42 d2.utils.events]: eta: 2 days, 9:45:13 iter: 36949 total_loss: 10.16 loss_class: 0.2717 loss_bbox: 0.122 loss_giou: 0.4013 loss_class_0: 0.3187 loss_bbox_0: 0.1278 loss_giou_0: 0.4184 loss_class_1: 0.2842 loss_bbox_1: 0.1272 loss_giou_1: 0.4145 loss_class_2: 0.2744 loss_bbox_2: 0.1235 loss_giou_2: 0.408 loss_class_3: 0.2725 loss_bbox_3: 0.123 loss_giou_3: 0.4019 loss_class_4: 0.2722 loss_bbox_4: 0.1219 loss_giou_4: 0.4009 loss_class_enc: 0.3147 loss_bbox_enc: 0.1451 loss_giou_enc: 0.4558 loss_class_dn: 0.07213 loss_bbox_dn: 0.1745 loss_giou_dn: 0.4131 loss_class_dn_0: 0.1203 loss_bbox_dn_0: 0.2516 loss_giou_dn_0: 0.557 loss_class_dn_1: 0.09159 loss_bbox_dn_1: 0.1982 loss_giou_dn_1: 0.4561 loss_class_dn_2: 0.07984 loss_bbox_dn_2: 0.1803 loss_giou_dn_2: 0.4258 loss_class_dn_3: 0.07656 loss_bbox_dn_3: 0.1756 loss_giou_dn_3: 0.4155 loss_class_dn_4: 0.0728 loss_bbox_dn_4: 0.1747 loss_giou_dn_4: 0.4129 time: 1.1147 data_time: 0.1014 lr: 0.0001 max_mem: 43217M [05/20 04:29:39 d2.utils.events]: eta: 2 days, 9:45:05 iter: 36999 total_loss: 10.06 loss_class: 0.2668 loss_bbox: 0.1147 loss_giou: 0.405 loss_class_0: 0.3178 loss_bbox_0: 0.1231 loss_giou_0: 0.4226 loss_class_1: 0.2858 loss_bbox_1: 0.1206 loss_giou_1: 0.4183 loss_class_2: 0.2739 loss_bbox_2: 0.1165 loss_giou_2: 0.409 loss_class_3: 0.2704 loss_bbox_3: 0.1153 loss_giou_3: 0.4053 loss_class_4: 0.2684 loss_bbox_4: 0.114 loss_giou_4: 0.4051 loss_class_enc: 0.3165 loss_bbox_enc: 0.1411 loss_giou_enc: 0.4616 loss_class_dn: 0.06817 loss_bbox_dn: 0.1677 loss_giou_dn: 0.4169 loss_class_dn_0: 0.1163 loss_bbox_dn_0: 0.2494 loss_giou_dn_0: 0.5659 loss_class_dn_1: 0.08937 loss_bbox_dn_1: 0.1877 loss_giou_dn_1: 0.459 loss_class_dn_2: 0.07713 loss_bbox_dn_2: 0.1723 loss_giou_dn_2: 0.4306 loss_class_dn_3: 0.07295 loss_bbox_dn_3: 0.1683 loss_giou_dn_3: 0.42 loss_class_dn_4: 0.06932 loss_bbox_dn_4: 0.1678 loss_giou_dn_4: 0.4169 time: 1.1147 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 04:30:35 d2.utils.events]: eta: 2 days, 9:41:56 iter: 37049 total_loss: 10.2 loss_class: 0.2706 loss_bbox: 0.1192 loss_giou: 0.4008 loss_class_0: 0.3182 loss_bbox_0: 0.1284 loss_giou_0: 0.4229 loss_class_1: 0.2835 loss_bbox_1: 0.1252 loss_giou_1: 0.413 loss_class_2: 0.2753 loss_bbox_2: 0.1227 loss_giou_2: 0.4066 loss_class_3: 0.2739 loss_bbox_3: 0.1201 loss_giou_3: 0.4046 loss_class_4: 0.2715 loss_bbox_4: 0.1195 loss_giou_4: 0.4018 loss_class_enc: 0.3159 loss_bbox_enc: 0.1457 loss_giou_enc: 0.4559 loss_class_dn: 0.07111 loss_bbox_dn: 0.178 loss_giou_dn: 0.4144 loss_class_dn_0: 0.1198 loss_bbox_dn_0: 0.2617 loss_giou_dn_0: 0.5549 loss_class_dn_1: 0.09229 loss_bbox_dn_1: 0.2031 loss_giou_dn_1: 0.4574 loss_class_dn_2: 0.0792 loss_bbox_dn_2: 0.1839 loss_giou_dn_2: 0.4273 loss_class_dn_3: 0.07607 loss_bbox_dn_3: 0.179 loss_giou_dn_3: 0.4161 loss_class_dn_4: 0.07233 loss_bbox_dn_4: 0.178 loss_giou_dn_4: 0.4144 time: 1.1148 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 04:31:31 d2.utils.events]: eta: 2 days, 9:41:00 iter: 37099 total_loss: 10.08 loss_class: 0.2733 loss_bbox: 0.1174 loss_giou: 0.3958 loss_class_0: 0.3182 loss_bbox_0: 0.1281 loss_giou_0: 0.4131 loss_class_1: 0.2876 loss_bbox_1: 0.124 loss_giou_1: 0.4085 loss_class_2: 0.2766 loss_bbox_2: 0.1206 loss_giou_2: 0.405 loss_class_3: 0.2764 loss_bbox_3: 0.1175 loss_giou_3: 0.3986 loss_class_4: 0.2742 loss_bbox_4: 0.1187 loss_giou_4: 0.3978 loss_class_enc: 0.3174 loss_bbox_enc: 0.1457 loss_giou_enc: 0.4537 loss_class_dn: 0.07117 loss_bbox_dn: 0.1734 loss_giou_dn: 0.4123 loss_class_dn_0: 0.118 loss_bbox_dn_0: 0.2549 loss_giou_dn_0: 0.5584 loss_class_dn_1: 0.09225 loss_bbox_dn_1: 0.1958 loss_giou_dn_1: 0.4562 loss_class_dn_2: 0.07922 loss_bbox_dn_2: 0.1799 loss_giou_dn_2: 0.426 loss_class_dn_3: 0.07574 loss_bbox_dn_3: 0.1748 loss_giou_dn_3: 0.4143 loss_class_dn_4: 0.07226 loss_bbox_dn_4: 0.1735 loss_giou_dn_4: 0.4121 time: 1.1148 data_time: 0.1027 lr: 0.0001 max_mem: 43217M [05/20 04:32:26 d2.utils.events]: eta: 2 days, 9:38:37 iter: 37149 total_loss: 9.966 loss_class: 0.2678 loss_bbox: 0.1203 loss_giou: 0.3969 loss_class_0: 0.318 loss_bbox_0: 0.1309 loss_giou_0: 0.4118 loss_class_1: 0.2856 loss_bbox_1: 0.1265 loss_giou_1: 0.407 loss_class_2: 0.2734 loss_bbox_2: 0.1232 loss_giou_2: 0.4038 loss_class_3: 0.272 loss_bbox_3: 0.1222 loss_giou_3: 0.3985 loss_class_4: 0.2686 loss_bbox_4: 0.1201 loss_giou_4: 0.3968 loss_class_enc: 0.3168 loss_bbox_enc: 0.1456 loss_giou_enc: 0.4492 loss_class_dn: 0.06553 loss_bbox_dn: 0.1673 loss_giou_dn: 0.4039 loss_class_dn_0: 0.1155 loss_bbox_dn_0: 0.248 loss_giou_dn_0: 0.5446 loss_class_dn_1: 0.08841 loss_bbox_dn_1: 0.191 loss_giou_dn_1: 0.4437 loss_class_dn_2: 0.075 loss_bbox_dn_2: 0.1726 loss_giou_dn_2: 0.4151 loss_class_dn_3: 0.07111 loss_bbox_dn_3: 0.1682 loss_giou_dn_3: 0.4062 loss_class_dn_4: 0.06686 loss_bbox_dn_4: 0.1673 loss_giou_dn_4: 0.4038 time: 1.1147 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 04:33:22 d2.utils.events]: eta: 2 days, 9:38:04 iter: 37199 total_loss: 10.25 loss_class: 0.2684 loss_bbox: 0.1184 loss_giou: 0.4179 loss_class_0: 0.3179 loss_bbox_0: 0.1263 loss_giou_0: 0.4366 loss_class_1: 0.286 loss_bbox_1: 0.1237 loss_giou_1: 0.4321 loss_class_2: 0.2746 loss_bbox_2: 0.1193 loss_giou_2: 0.4259 loss_class_3: 0.2712 loss_bbox_3: 0.1187 loss_giou_3: 0.4197 loss_class_4: 0.2695 loss_bbox_4: 0.1183 loss_giou_4: 0.4187 loss_class_enc: 0.3131 loss_bbox_enc: 0.1425 loss_giou_enc: 0.4701 loss_class_dn: 0.06855 loss_bbox_dn: 0.17 loss_giou_dn: 0.4229 loss_class_dn_0: 0.1159 loss_bbox_dn_0: 0.2454 loss_giou_dn_0: 0.5723 loss_class_dn_1: 0.08943 loss_bbox_dn_1: 0.1905 loss_giou_dn_1: 0.4685 loss_class_dn_2: 0.07763 loss_bbox_dn_2: 0.1749 loss_giou_dn_2: 0.4352 loss_class_dn_3: 0.07383 loss_bbox_dn_3: 0.1706 loss_giou_dn_3: 0.4256 loss_class_dn_4: 0.07041 loss_bbox_dn_4: 0.17 loss_giou_dn_4: 0.4227 time: 1.1147 data_time: 0.1018 lr: 0.0001 max_mem: 43217M [05/20 04:34:18 d2.utils.events]: eta: 2 days, 9:40:24 iter: 37249 total_loss: 10.18 loss_class: 0.272 loss_bbox: 0.119 loss_giou: 0.4094 loss_class_0: 0.3203 loss_bbox_0: 0.1254 loss_giou_0: 0.4269 loss_class_1: 0.2904 loss_bbox_1: 0.1254 loss_giou_1: 0.4171 loss_class_2: 0.2788 loss_bbox_2: 0.1214 loss_giou_2: 0.415 loss_class_3: 0.2745 loss_bbox_3: 0.1206 loss_giou_3: 0.4126 loss_class_4: 0.2727 loss_bbox_4: 0.1201 loss_giou_4: 0.4108 loss_class_enc: 0.3195 loss_bbox_enc: 0.1411 loss_giou_enc: 0.4606 loss_class_dn: 0.07441 loss_bbox_dn: 0.1649 loss_giou_dn: 0.422 loss_class_dn_0: 0.1212 loss_bbox_dn_0: 0.2421 loss_giou_dn_0: 0.5649 loss_class_dn_1: 0.0952 loss_bbox_dn_1: 0.1884 loss_giou_dn_1: 0.4626 loss_class_dn_2: 0.08309 loss_bbox_dn_2: 0.1717 loss_giou_dn_2: 0.4339 loss_class_dn_3: 0.07841 loss_bbox_dn_3: 0.1668 loss_giou_dn_3: 0.4242 loss_class_dn_4: 0.07555 loss_bbox_dn_4: 0.165 loss_giou_dn_4: 0.4219 time: 1.1147 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 04:35:14 d2.utils.events]: eta: 2 days, 9:36:14 iter: 37299 total_loss: 10.13 loss_class: 0.271 loss_bbox: 0.1193 loss_giou: 0.4025 loss_class_0: 0.3222 loss_bbox_0: 0.1282 loss_giou_0: 0.4144 loss_class_1: 0.2865 loss_bbox_1: 0.1256 loss_giou_1: 0.4137 loss_class_2: 0.275 loss_bbox_2: 0.1216 loss_giou_2: 0.4079 loss_class_3: 0.2733 loss_bbox_3: 0.1204 loss_giou_3: 0.4026 loss_class_4: 0.2716 loss_bbox_4: 0.1194 loss_giou_4: 0.4025 loss_class_enc: 0.3192 loss_bbox_enc: 0.146 loss_giou_enc: 0.4512 loss_class_dn: 0.07042 loss_bbox_dn: 0.1763 loss_giou_dn: 0.4153 loss_class_dn_0: 0.1175 loss_bbox_dn_0: 0.2595 loss_giou_dn_0: 0.5637 loss_class_dn_1: 0.0905 loss_bbox_dn_1: 0.1983 loss_giou_dn_1: 0.4575 loss_class_dn_2: 0.07866 loss_bbox_dn_2: 0.1809 loss_giou_dn_2: 0.4283 loss_class_dn_3: 0.07514 loss_bbox_dn_3: 0.1767 loss_giou_dn_3: 0.4176 loss_class_dn_4: 0.07171 loss_bbox_dn_4: 0.1764 loss_giou_dn_4: 0.4153 time: 1.1147 data_time: 0.1022 lr: 0.0001 max_mem: 43217M [05/20 04:36:10 d2.utils.events]: eta: 2 days, 9:34:44 iter: 37349 total_loss: 10.2 loss_class: 0.2751 loss_bbox: 0.1177 loss_giou: 0.3993 loss_class_0: 0.3219 loss_bbox_0: 0.1265 loss_giou_0: 0.4202 loss_class_1: 0.2923 loss_bbox_1: 0.1217 loss_giou_1: 0.4139 loss_class_2: 0.2818 loss_bbox_2: 0.1192 loss_giou_2: 0.405 loss_class_3: 0.2794 loss_bbox_3: 0.119 loss_giou_3: 0.4025 loss_class_4: 0.2769 loss_bbox_4: 0.1187 loss_giou_4: 0.3984 loss_class_enc: 0.3184 loss_bbox_enc: 0.1412 loss_giou_enc: 0.4574 loss_class_dn: 0.07553 loss_bbox_dn: 0.1719 loss_giou_dn: 0.4165 loss_class_dn_0: 0.124 loss_bbox_dn_0: 0.2569 loss_giou_dn_0: 0.5601 loss_class_dn_1: 0.09636 loss_bbox_dn_1: 0.1957 loss_giou_dn_1: 0.4585 loss_class_dn_2: 0.08452 loss_bbox_dn_2: 0.1781 loss_giou_dn_2: 0.4307 loss_class_dn_3: 0.08089 loss_bbox_dn_3: 0.1735 loss_giou_dn_3: 0.4192 loss_class_dn_4: 0.07726 loss_bbox_dn_4: 0.1721 loss_giou_dn_4: 0.4165 time: 1.1147 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/20 04:37:06 d2.utils.events]: eta: 2 days, 9:36:20 iter: 37399 total_loss: 10.29 loss_class: 0.2772 loss_bbox: 0.1212 loss_giou: 0.4104 loss_class_0: 0.3251 loss_bbox_0: 0.1344 loss_giou_0: 0.4266 loss_class_1: 0.2975 loss_bbox_1: 0.1286 loss_giou_1: 0.4183 loss_class_2: 0.2843 loss_bbox_2: 0.125 loss_giou_2: 0.4148 loss_class_3: 0.2817 loss_bbox_3: 0.1213 loss_giou_3: 0.4109 loss_class_4: 0.2788 loss_bbox_4: 0.1211 loss_giou_4: 0.4098 loss_class_enc: 0.3216 loss_bbox_enc: 0.1504 loss_giou_enc: 0.4615 loss_class_dn: 0.07392 loss_bbox_dn: 0.1735 loss_giou_dn: 0.4202 loss_class_dn_0: 0.1216 loss_bbox_dn_0: 0.2504 loss_giou_dn_0: 0.5648 loss_class_dn_1: 0.09361 loss_bbox_dn_1: 0.1943 loss_giou_dn_1: 0.4618 loss_class_dn_2: 0.08104 loss_bbox_dn_2: 0.1781 loss_giou_dn_2: 0.4325 loss_class_dn_3: 0.07854 loss_bbox_dn_3: 0.1741 loss_giou_dn_3: 0.4226 loss_class_dn_4: 0.07383 loss_bbox_dn_4: 0.1734 loss_giou_dn_4: 0.42 time: 1.1147 data_time: 0.1027 lr: 0.0001 max_mem: 43217M [05/20 04:38:02 d2.utils.events]: eta: 2 days, 9:34:35 iter: 37449 total_loss: 10.11 loss_class: 0.2709 loss_bbox: 0.1179 loss_giou: 0.3931 loss_class_0: 0.3238 loss_bbox_0: 0.1264 loss_giou_0: 0.4117 loss_class_1: 0.2958 loss_bbox_1: 0.1231 loss_giou_1: 0.4067 loss_class_2: 0.2802 loss_bbox_2: 0.1207 loss_giou_2: 0.4007 loss_class_3: 0.276 loss_bbox_3: 0.1187 loss_giou_3: 0.3952 loss_class_4: 0.273 loss_bbox_4: 0.1185 loss_giou_4: 0.3932 loss_class_enc: 0.3228 loss_bbox_enc: 0.1437 loss_giou_enc: 0.4506 loss_class_dn: 0.07059 loss_bbox_dn: 0.1724 loss_giou_dn: 0.4106 loss_class_dn_0: 0.1207 loss_bbox_dn_0: 0.2524 loss_giou_dn_0: 0.5601 loss_class_dn_1: 0.09213 loss_bbox_dn_1: 0.1977 loss_giou_dn_1: 0.4544 loss_class_dn_2: 0.08009 loss_bbox_dn_2: 0.1783 loss_giou_dn_2: 0.4247 loss_class_dn_3: 0.07647 loss_bbox_dn_3: 0.1735 loss_giou_dn_3: 0.414 loss_class_dn_4: 0.07207 loss_bbox_dn_4: 0.1725 loss_giou_dn_4: 0.4107 time: 1.1147 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 04:38:58 d2.utils.events]: eta: 2 days, 9:35:25 iter: 37499 total_loss: 10.13 loss_class: 0.2703 loss_bbox: 0.1183 loss_giou: 0.4049 loss_class_0: 0.3194 loss_bbox_0: 0.1276 loss_giou_0: 0.4194 loss_class_1: 0.2904 loss_bbox_1: 0.1239 loss_giou_1: 0.4153 loss_class_2: 0.2763 loss_bbox_2: 0.1204 loss_giou_2: 0.409 loss_class_3: 0.2748 loss_bbox_3: 0.1188 loss_giou_3: 0.4068 loss_class_4: 0.272 loss_bbox_4: 0.1185 loss_giou_4: 0.4039 loss_class_enc: 0.3165 loss_bbox_enc: 0.1478 loss_giou_enc: 0.4556 loss_class_dn: 0.06987 loss_bbox_dn: 0.1664 loss_giou_dn: 0.4136 loss_class_dn_0: 0.1186 loss_bbox_dn_0: 0.2455 loss_giou_dn_0: 0.5611 loss_class_dn_1: 0.09167 loss_bbox_dn_1: 0.1862 loss_giou_dn_1: 0.4555 loss_class_dn_2: 0.07992 loss_bbox_dn_2: 0.1711 loss_giou_dn_2: 0.4266 loss_class_dn_3: 0.07554 loss_bbox_dn_3: 0.1671 loss_giou_dn_3: 0.4165 loss_class_dn_4: 0.07151 loss_bbox_dn_4: 0.1666 loss_giou_dn_4: 0.4136 time: 1.1147 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 04:39:54 d2.utils.events]: eta: 2 days, 9:33:34 iter: 37549 total_loss: 10.13 loss_class: 0.2694 loss_bbox: 0.1171 loss_giou: 0.4021 loss_class_0: 0.3112 loss_bbox_0: 0.1272 loss_giou_0: 0.4244 loss_class_1: 0.2821 loss_bbox_1: 0.1235 loss_giou_1: 0.4136 loss_class_2: 0.2741 loss_bbox_2: 0.1204 loss_giou_2: 0.408 loss_class_3: 0.2715 loss_bbox_3: 0.119 loss_giou_3: 0.404 loss_class_4: 0.2707 loss_bbox_4: 0.1168 loss_giou_4: 0.4021 loss_class_enc: 0.3116 loss_bbox_enc: 0.143 loss_giou_enc: 0.4578 loss_class_dn: 0.0691 loss_bbox_dn: 0.1653 loss_giou_dn: 0.4114 loss_class_dn_0: 0.1157 loss_bbox_dn_0: 0.2446 loss_giou_dn_0: 0.555 loss_class_dn_1: 0.0889 loss_bbox_dn_1: 0.1889 loss_giou_dn_1: 0.4507 loss_class_dn_2: 0.07749 loss_bbox_dn_2: 0.1719 loss_giou_dn_2: 0.4225 loss_class_dn_3: 0.07399 loss_bbox_dn_3: 0.1667 loss_giou_dn_3: 0.4136 loss_class_dn_4: 0.0702 loss_bbox_dn_4: 0.1655 loss_giou_dn_4: 0.4114 time: 1.1148 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 04:40:51 d2.utils.events]: eta: 2 days, 9:32:39 iter: 37599 total_loss: 9.912 loss_class: 0.2649 loss_bbox: 0.1196 loss_giou: 0.3955 loss_class_0: 0.3166 loss_bbox_0: 0.1291 loss_giou_0: 0.415 loss_class_1: 0.2826 loss_bbox_1: 0.1264 loss_giou_1: 0.4099 loss_class_2: 0.27 loss_bbox_2: 0.122 loss_giou_2: 0.402 loss_class_3: 0.269 loss_bbox_3: 0.1203 loss_giou_3: 0.3979 loss_class_4: 0.2656 loss_bbox_4: 0.1196 loss_giou_4: 0.3947 loss_class_enc: 0.3139 loss_bbox_enc: 0.1482 loss_giou_enc: 0.4584 loss_class_dn: 0.06775 loss_bbox_dn: 0.1784 loss_giou_dn: 0.4126 loss_class_dn_0: 0.1167 loss_bbox_dn_0: 0.2659 loss_giou_dn_0: 0.5562 loss_class_dn_1: 0.08701 loss_bbox_dn_1: 0.2035 loss_giou_dn_1: 0.4545 loss_class_dn_2: 0.07595 loss_bbox_dn_2: 0.1846 loss_giou_dn_2: 0.4264 loss_class_dn_3: 0.07236 loss_bbox_dn_3: 0.179 loss_giou_dn_3: 0.4152 loss_class_dn_4: 0.06853 loss_bbox_dn_4: 0.1784 loss_giou_dn_4: 0.4123 time: 1.1148 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 04:41:48 d2.utils.events]: eta: 2 days, 9:33:24 iter: 37649 total_loss: 10.01 loss_class: 0.2636 loss_bbox: 0.1194 loss_giou: 0.4004 loss_class_0: 0.3106 loss_bbox_0: 0.1262 loss_giou_0: 0.4139 loss_class_1: 0.2797 loss_bbox_1: 0.1236 loss_giou_1: 0.4155 loss_class_2: 0.2678 loss_bbox_2: 0.1224 loss_giou_2: 0.4078 loss_class_3: 0.2665 loss_bbox_3: 0.1202 loss_giou_3: 0.4032 loss_class_4: 0.2644 loss_bbox_4: 0.1193 loss_giou_4: 0.4008 loss_class_enc: 0.3097 loss_bbox_enc: 0.1395 loss_giou_enc: 0.4527 loss_class_dn: 0.06862 loss_bbox_dn: 0.1624 loss_giou_dn: 0.4079 loss_class_dn_0: 0.1153 loss_bbox_dn_0: 0.2387 loss_giou_dn_0: 0.5522 loss_class_dn_1: 0.08786 loss_bbox_dn_1: 0.1838 loss_giou_dn_1: 0.4504 loss_class_dn_2: 0.07615 loss_bbox_dn_2: 0.168 loss_giou_dn_2: 0.4213 loss_class_dn_3: 0.07177 loss_bbox_dn_3: 0.1639 loss_giou_dn_3: 0.4107 loss_class_dn_4: 0.06923 loss_bbox_dn_4: 0.1625 loss_giou_dn_4: 0.4081 time: 1.1148 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 04:42:43 d2.utils.events]: eta: 2 days, 9:27:34 iter: 37699 total_loss: 10.14 loss_class: 0.2707 loss_bbox: 0.1162 loss_giou: 0.4024 loss_class_0: 0.3162 loss_bbox_0: 0.1265 loss_giou_0: 0.4232 loss_class_1: 0.2844 loss_bbox_1: 0.1233 loss_giou_1: 0.4164 loss_class_2: 0.2753 loss_bbox_2: 0.1182 loss_giou_2: 0.4054 loss_class_3: 0.2727 loss_bbox_3: 0.1173 loss_giou_3: 0.4046 loss_class_4: 0.2722 loss_bbox_4: 0.1169 loss_giou_4: 0.4043 loss_class_enc: 0.3136 loss_bbox_enc: 0.142 loss_giou_enc: 0.4605 loss_class_dn: 0.06706 loss_bbox_dn: 0.1669 loss_giou_dn: 0.4129 loss_class_dn_0: 0.116 loss_bbox_dn_0: 0.2428 loss_giou_dn_0: 0.558 loss_class_dn_1: 0.0891 loss_bbox_dn_1: 0.1868 loss_giou_dn_1: 0.4559 loss_class_dn_2: 0.07663 loss_bbox_dn_2: 0.172 loss_giou_dn_2: 0.4255 loss_class_dn_3: 0.07282 loss_bbox_dn_3: 0.1677 loss_giou_dn_3: 0.4156 loss_class_dn_4: 0.06839 loss_bbox_dn_4: 0.1672 loss_giou_dn_4: 0.4128 time: 1.1148 data_time: 0.0911 lr: 0.0001 max_mem: 43217M [05/20 04:43:39 d2.utils.events]: eta: 2 days, 9:24:49 iter: 37749 total_loss: 10.44 loss_class: 0.2779 loss_bbox: 0.1279 loss_giou: 0.4078 loss_class_0: 0.324 loss_bbox_0: 0.134 loss_giou_0: 0.4194 loss_class_1: 0.2924 loss_bbox_1: 0.1339 loss_giou_1: 0.4153 loss_class_2: 0.283 loss_bbox_2: 0.1299 loss_giou_2: 0.41 loss_class_3: 0.2793 loss_bbox_3: 0.1282 loss_giou_3: 0.4084 loss_class_4: 0.2778 loss_bbox_4: 0.1278 loss_giou_4: 0.4077 loss_class_enc: 0.3224 loss_bbox_enc: 0.1515 loss_giou_enc: 0.4542 loss_class_dn: 0.07786 loss_bbox_dn: 0.1784 loss_giou_dn: 0.4236 loss_class_dn_0: 0.1247 loss_bbox_dn_0: 0.257 loss_giou_dn_0: 0.5674 loss_class_dn_1: 0.09695 loss_bbox_dn_1: 0.2027 loss_giou_dn_1: 0.4708 loss_class_dn_2: 0.08579 loss_bbox_dn_2: 0.1851 loss_giou_dn_2: 0.4367 loss_class_dn_3: 0.08302 loss_bbox_dn_3: 0.1794 loss_giou_dn_3: 0.4267 loss_class_dn_4: 0.07875 loss_bbox_dn_4: 0.1785 loss_giou_dn_4: 0.4235 time: 1.1148 data_time: 0.1028 lr: 0.0001 max_mem: 43217M [05/20 04:44:35 d2.utils.events]: eta: 2 days, 9:22:32 iter: 37799 total_loss: 10.29 loss_class: 0.2719 loss_bbox: 0.116 loss_giou: 0.4091 loss_class_0: 0.3223 loss_bbox_0: 0.1263 loss_giou_0: 0.4306 loss_class_1: 0.2923 loss_bbox_1: 0.1219 loss_giou_1: 0.417 loss_class_2: 0.2799 loss_bbox_2: 0.1194 loss_giou_2: 0.4131 loss_class_3: 0.2766 loss_bbox_3: 0.1172 loss_giou_3: 0.4091 loss_class_4: 0.2723 loss_bbox_4: 0.116 loss_giou_4: 0.4094 loss_class_enc: 0.3193 loss_bbox_enc: 0.145 loss_giou_enc: 0.464 loss_class_dn: 0.07051 loss_bbox_dn: 0.17 loss_giou_dn: 0.4176 loss_class_dn_0: 0.1196 loss_bbox_dn_0: 0.2473 loss_giou_dn_0: 0.5597 loss_class_dn_1: 0.0917 loss_bbox_dn_1: 0.1915 loss_giou_dn_1: 0.4583 loss_class_dn_2: 0.07907 loss_bbox_dn_2: 0.1752 loss_giou_dn_2: 0.43 loss_class_dn_3: 0.07556 loss_bbox_dn_3: 0.1715 loss_giou_dn_3: 0.4206 loss_class_dn_4: 0.07141 loss_bbox_dn_4: 0.17 loss_giou_dn_4: 0.4174 time: 1.1148 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 04:45:31 d2.utils.events]: eta: 2 days, 9:23:07 iter: 37849 total_loss: 10.12 loss_class: 0.2771 loss_bbox: 0.1208 loss_giou: 0.3934 loss_class_0: 0.3243 loss_bbox_0: 0.1314 loss_giou_0: 0.4141 loss_class_1: 0.293 loss_bbox_1: 0.1257 loss_giou_1: 0.409 loss_class_2: 0.2816 loss_bbox_2: 0.1242 loss_giou_2: 0.3998 loss_class_3: 0.2799 loss_bbox_3: 0.122 loss_giou_3: 0.3956 loss_class_4: 0.2777 loss_bbox_4: 0.1213 loss_giou_4: 0.3941 loss_class_enc: 0.3191 loss_bbox_enc: 0.1473 loss_giou_enc: 0.4509 loss_class_dn: 0.07676 loss_bbox_dn: 0.1698 loss_giou_dn: 0.4113 loss_class_dn_0: 0.126 loss_bbox_dn_0: 0.2478 loss_giou_dn_0: 0.5547 loss_class_dn_1: 0.09732 loss_bbox_dn_1: 0.1929 loss_giou_dn_1: 0.4544 loss_class_dn_2: 0.08492 loss_bbox_dn_2: 0.1759 loss_giou_dn_2: 0.4231 loss_class_dn_3: 0.08109 loss_bbox_dn_3: 0.1711 loss_giou_dn_3: 0.4139 loss_class_dn_4: 0.0787 loss_bbox_dn_4: 0.1698 loss_giou_dn_4: 0.4113 time: 1.1148 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 04:46:27 d2.utils.events]: eta: 2 days, 9:23:04 iter: 37899 total_loss: 10.25 loss_class: 0.2763 loss_bbox: 0.1189 loss_giou: 0.4109 loss_class_0: 0.3277 loss_bbox_0: 0.1279 loss_giou_0: 0.4251 loss_class_1: 0.2912 loss_bbox_1: 0.1248 loss_giou_1: 0.426 loss_class_2: 0.281 loss_bbox_2: 0.1208 loss_giou_2: 0.4161 loss_class_3: 0.2809 loss_bbox_3: 0.1194 loss_giou_3: 0.4159 loss_class_4: 0.2781 loss_bbox_4: 0.119 loss_giou_4: 0.4125 loss_class_enc: 0.3232 loss_bbox_enc: 0.1419 loss_giou_enc: 0.4623 loss_class_dn: 0.06839 loss_bbox_dn: 0.1693 loss_giou_dn: 0.4203 loss_class_dn_0: 0.1179 loss_bbox_dn_0: 0.2468 loss_giou_dn_0: 0.5649 loss_class_dn_1: 0.08966 loss_bbox_dn_1: 0.1931 loss_giou_dn_1: 0.4618 loss_class_dn_2: 0.07765 loss_bbox_dn_2: 0.1764 loss_giou_dn_2: 0.432 loss_class_dn_3: 0.07388 loss_bbox_dn_3: 0.1707 loss_giou_dn_3: 0.4226 loss_class_dn_4: 0.06972 loss_bbox_dn_4: 0.1693 loss_giou_dn_4: 0.4202 time: 1.1148 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 04:47:23 d2.utils.events]: eta: 2 days, 9:25:38 iter: 37949 total_loss: 10.04 loss_class: 0.2684 loss_bbox: 0.1179 loss_giou: 0.3986 loss_class_0: 0.3189 loss_bbox_0: 0.1323 loss_giou_0: 0.4164 loss_class_1: 0.2893 loss_bbox_1: 0.1263 loss_giou_1: 0.4145 loss_class_2: 0.2779 loss_bbox_2: 0.1208 loss_giou_2: 0.4048 loss_class_3: 0.2729 loss_bbox_3: 0.1193 loss_giou_3: 0.4008 loss_class_4: 0.2698 loss_bbox_4: 0.1182 loss_giou_4: 0.3994 loss_class_enc: 0.3199 loss_bbox_enc: 0.1463 loss_giou_enc: 0.4557 loss_class_dn: 0.0693 loss_bbox_dn: 0.1685 loss_giou_dn: 0.4097 loss_class_dn_0: 0.1199 loss_bbox_dn_0: 0.2522 loss_giou_dn_0: 0.557 loss_class_dn_1: 0.09049 loss_bbox_dn_1: 0.1931 loss_giou_dn_1: 0.4538 loss_class_dn_2: 0.0775 loss_bbox_dn_2: 0.1748 loss_giou_dn_2: 0.4221 loss_class_dn_3: 0.07429 loss_bbox_dn_3: 0.1699 loss_giou_dn_3: 0.4124 loss_class_dn_4: 0.07089 loss_bbox_dn_4: 0.1685 loss_giou_dn_4: 0.4096 time: 1.1148 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 04:48:19 d2.utils.events]: eta: 2 days, 9:21:13 iter: 37999 total_loss: 10.09 loss_class: 0.2624 loss_bbox: 0.1255 loss_giou: 0.39 loss_class_0: 0.3128 loss_bbox_0: 0.1328 loss_giou_0: 0.4097 loss_class_1: 0.2809 loss_bbox_1: 0.1292 loss_giou_1: 0.4027 loss_class_2: 0.2698 loss_bbox_2: 0.1282 loss_giou_2: 0.3945 loss_class_3: 0.2662 loss_bbox_3: 0.1253 loss_giou_3: 0.3915 loss_class_4: 0.2637 loss_bbox_4: 0.1244 loss_giou_4: 0.392 loss_class_enc: 0.3098 loss_bbox_enc: 0.1518 loss_giou_enc: 0.4475 loss_class_dn: 0.06565 loss_bbox_dn: 0.176 loss_giou_dn: 0.409 loss_class_dn_0: 0.1183 loss_bbox_dn_0: 0.2614 loss_giou_dn_0: 0.556 loss_class_dn_1: 0.09017 loss_bbox_dn_1: 0.1994 loss_giou_dn_1: 0.4512 loss_class_dn_2: 0.07482 loss_bbox_dn_2: 0.1818 loss_giou_dn_2: 0.4206 loss_class_dn_3: 0.07165 loss_bbox_dn_3: 0.177 loss_giou_dn_3: 0.4116 loss_class_dn_4: 0.06679 loss_bbox_dn_4: 0.176 loss_giou_dn_4: 0.4089 time: 1.1148 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 04:49:15 d2.utils.events]: eta: 2 days, 9:23:48 iter: 38049 total_loss: 9.815 loss_class: 0.2641 loss_bbox: 0.1179 loss_giou: 0.3838 loss_class_0: 0.3124 loss_bbox_0: 0.1262 loss_giou_0: 0.4 loss_class_1: 0.2794 loss_bbox_1: 0.1228 loss_giou_1: 0.3916 loss_class_2: 0.2704 loss_bbox_2: 0.1208 loss_giou_2: 0.3902 loss_class_3: 0.2679 loss_bbox_3: 0.1192 loss_giou_3: 0.3853 loss_class_4: 0.2652 loss_bbox_4: 0.1181 loss_giou_4: 0.3837 loss_class_enc: 0.3115 loss_bbox_enc: 0.1435 loss_giou_enc: 0.4392 loss_class_dn: 0.06662 loss_bbox_dn: 0.1733 loss_giou_dn: 0.3997 loss_class_dn_0: 0.117 loss_bbox_dn_0: 0.2527 loss_giou_dn_0: 0.5493 loss_class_dn_1: 0.0896 loss_bbox_dn_1: 0.199 loss_giou_dn_1: 0.4437 loss_class_dn_2: 0.07594 loss_bbox_dn_2: 0.18 loss_giou_dn_2: 0.4132 loss_class_dn_3: 0.07294 loss_bbox_dn_3: 0.1746 loss_giou_dn_3: 0.4031 loss_class_dn_4: 0.06848 loss_bbox_dn_4: 0.1733 loss_giou_dn_4: 0.3996 time: 1.1148 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 04:50:10 d2.utils.events]: eta: 2 days, 9:22:54 iter: 38099 total_loss: 10.15 loss_class: 0.2679 loss_bbox: 0.1171 loss_giou: 0.3922 loss_class_0: 0.3139 loss_bbox_0: 0.126 loss_giou_0: 0.4132 loss_class_1: 0.2843 loss_bbox_1: 0.1235 loss_giou_1: 0.4068 loss_class_2: 0.2737 loss_bbox_2: 0.1194 loss_giou_2: 0.3981 loss_class_3: 0.2705 loss_bbox_3: 0.118 loss_giou_3: 0.3944 loss_class_4: 0.2685 loss_bbox_4: 0.1176 loss_giou_4: 0.3935 loss_class_enc: 0.3148 loss_bbox_enc: 0.143 loss_giou_enc: 0.448 loss_class_dn: 0.07099 loss_bbox_dn: 0.1646 loss_giou_dn: 0.4079 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.233 loss_giou_dn_0: 0.5454 loss_class_dn_1: 0.09082 loss_bbox_dn_1: 0.1838 loss_giou_dn_1: 0.4476 loss_class_dn_2: 0.07845 loss_bbox_dn_2: 0.1701 loss_giou_dn_2: 0.4188 loss_class_dn_3: 0.07525 loss_bbox_dn_3: 0.1656 loss_giou_dn_3: 0.4092 loss_class_dn_4: 0.07208 loss_bbox_dn_4: 0.1646 loss_giou_dn_4: 0.4079 time: 1.1148 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 04:51:06 d2.utils.events]: eta: 2 days, 9:24:34 iter: 38149 total_loss: 10.17 loss_class: 0.2709 loss_bbox: 0.1177 loss_giou: 0.4071 loss_class_0: 0.319 loss_bbox_0: 0.1265 loss_giou_0: 0.4233 loss_class_1: 0.2896 loss_bbox_1: 0.123 loss_giou_1: 0.4176 loss_class_2: 0.2751 loss_bbox_2: 0.1218 loss_giou_2: 0.4117 loss_class_3: 0.2726 loss_bbox_3: 0.1185 loss_giou_3: 0.4087 loss_class_4: 0.2715 loss_bbox_4: 0.1174 loss_giou_4: 0.4071 loss_class_enc: 0.3138 loss_bbox_enc: 0.1415 loss_giou_enc: 0.4602 loss_class_dn: 0.07147 loss_bbox_dn: 0.1699 loss_giou_dn: 0.4172 loss_class_dn_0: 0.1213 loss_bbox_dn_0: 0.2464 loss_giou_dn_0: 0.5639 loss_class_dn_1: 0.09245 loss_bbox_dn_1: 0.1885 loss_giou_dn_1: 0.4597 loss_class_dn_2: 0.07981 loss_bbox_dn_2: 0.1736 loss_giou_dn_2: 0.43 loss_class_dn_3: 0.0772 loss_bbox_dn_3: 0.1702 loss_giou_dn_3: 0.4193 loss_class_dn_4: 0.07353 loss_bbox_dn_4: 0.1701 loss_giou_dn_4: 0.4171 time: 1.1148 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 04:52:03 d2.utils.events]: eta: 2 days, 9:24:32 iter: 38199 total_loss: 10.11 loss_class: 0.2696 loss_bbox: 0.118 loss_giou: 0.401 loss_class_0: 0.3155 loss_bbox_0: 0.1281 loss_giou_0: 0.4164 loss_class_1: 0.2855 loss_bbox_1: 0.1248 loss_giou_1: 0.4119 loss_class_2: 0.2734 loss_bbox_2: 0.1215 loss_giou_2: 0.4071 loss_class_3: 0.2709 loss_bbox_3: 0.1204 loss_giou_3: 0.4037 loss_class_4: 0.2704 loss_bbox_4: 0.1171 loss_giou_4: 0.4005 loss_class_enc: 0.3184 loss_bbox_enc: 0.146 loss_giou_enc: 0.4456 loss_class_dn: 0.07115 loss_bbox_dn: 0.1658 loss_giou_dn: 0.4064 loss_class_dn_0: 0.1213 loss_bbox_dn_0: 0.247 loss_giou_dn_0: 0.5566 loss_class_dn_1: 0.09247 loss_bbox_dn_1: 0.1894 loss_giou_dn_1: 0.4512 loss_class_dn_2: 0.07999 loss_bbox_dn_2: 0.171 loss_giou_dn_2: 0.4192 loss_class_dn_3: 0.0766 loss_bbox_dn_3: 0.1669 loss_giou_dn_3: 0.4089 loss_class_dn_4: 0.07251 loss_bbox_dn_4: 0.1658 loss_giou_dn_4: 0.4062 time: 1.1148 data_time: 0.0887 lr: 0.0001 max_mem: 43217M [05/20 04:52:58 d2.utils.events]: eta: 2 days, 9:20:21 iter: 38249 total_loss: 10.09 loss_class: 0.2711 loss_bbox: 0.1229 loss_giou: 0.3996 loss_class_0: 0.3202 loss_bbox_0: 0.1329 loss_giou_0: 0.4188 loss_class_1: 0.2889 loss_bbox_1: 0.1299 loss_giou_1: 0.4148 loss_class_2: 0.2758 loss_bbox_2: 0.1254 loss_giou_2: 0.4085 loss_class_3: 0.2706 loss_bbox_3: 0.1237 loss_giou_3: 0.4028 loss_class_4: 0.2726 loss_bbox_4: 0.1225 loss_giou_4: 0.4001 loss_class_enc: 0.3185 loss_bbox_enc: 0.1507 loss_giou_enc: 0.4564 loss_class_dn: 0.06689 loss_bbox_dn: 0.1741 loss_giou_dn: 0.4145 loss_class_dn_0: 0.1153 loss_bbox_dn_0: 0.2529 loss_giou_dn_0: 0.5529 loss_class_dn_1: 0.08861 loss_bbox_dn_1: 0.1981 loss_giou_dn_1: 0.4525 loss_class_dn_2: 0.07599 loss_bbox_dn_2: 0.1796 loss_giou_dn_2: 0.4252 loss_class_dn_3: 0.07222 loss_bbox_dn_3: 0.1747 loss_giou_dn_3: 0.4166 loss_class_dn_4: 0.06902 loss_bbox_dn_4: 0.1742 loss_giou_dn_4: 0.4146 time: 1.1147 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 04:53:54 d2.utils.events]: eta: 2 days, 9:22:41 iter: 38299 total_loss: 9.974 loss_class: 0.2634 loss_bbox: 0.1211 loss_giou: 0.3907 loss_class_0: 0.3145 loss_bbox_0: 0.1315 loss_giou_0: 0.4082 loss_class_1: 0.2808 loss_bbox_1: 0.1297 loss_giou_1: 0.4027 loss_class_2: 0.2682 loss_bbox_2: 0.1246 loss_giou_2: 0.3951 loss_class_3: 0.2676 loss_bbox_3: 0.1221 loss_giou_3: 0.3917 loss_class_4: 0.2634 loss_bbox_4: 0.1212 loss_giou_4: 0.3906 loss_class_enc: 0.3098 loss_bbox_enc: 0.148 loss_giou_enc: 0.4435 loss_class_dn: 0.06844 loss_bbox_dn: 0.1799 loss_giou_dn: 0.4101 loss_class_dn_0: 0.115 loss_bbox_dn_0: 0.262 loss_giou_dn_0: 0.5573 loss_class_dn_1: 0.08694 loss_bbox_dn_1: 0.2044 loss_giou_dn_1: 0.4521 loss_class_dn_2: 0.07613 loss_bbox_dn_2: 0.1859 loss_giou_dn_2: 0.4221 loss_class_dn_3: 0.07305 loss_bbox_dn_3: 0.1808 loss_giou_dn_3: 0.4126 loss_class_dn_4: 0.07002 loss_bbox_dn_4: 0.1801 loss_giou_dn_4: 0.4099 time: 1.1147 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 04:54:50 d2.utils.events]: eta: 2 days, 9:21:46 iter: 38349 total_loss: 10.23 loss_class: 0.2774 loss_bbox: 0.1204 loss_giou: 0.3895 loss_class_0: 0.3231 loss_bbox_0: 0.1315 loss_giou_0: 0.4024 loss_class_1: 0.2941 loss_bbox_1: 0.1258 loss_giou_1: 0.4008 loss_class_2: 0.2822 loss_bbox_2: 0.1238 loss_giou_2: 0.3942 loss_class_3: 0.2817 loss_bbox_3: 0.1205 loss_giou_3: 0.3906 loss_class_4: 0.277 loss_bbox_4: 0.12 loss_giou_4: 0.3894 loss_class_enc: 0.3204 loss_bbox_enc: 0.1476 loss_giou_enc: 0.4481 loss_class_dn: 0.06973 loss_bbox_dn: 0.1723 loss_giou_dn: 0.4125 loss_class_dn_0: 0.1184 loss_bbox_dn_0: 0.2571 loss_giou_dn_0: 0.5529 loss_class_dn_1: 0.09118 loss_bbox_dn_1: 0.1954 loss_giou_dn_1: 0.4522 loss_class_dn_2: 0.07889 loss_bbox_dn_2: 0.1782 loss_giou_dn_2: 0.4259 loss_class_dn_3: 0.07539 loss_bbox_dn_3: 0.1734 loss_giou_dn_3: 0.4152 loss_class_dn_4: 0.07187 loss_bbox_dn_4: 0.1723 loss_giou_dn_4: 0.4126 time: 1.1147 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/20 04:55:46 d2.utils.events]: eta: 2 days, 9:17:35 iter: 38399 total_loss: 9.939 loss_class: 0.2724 loss_bbox: 0.1181 loss_giou: 0.3916 loss_class_0: 0.3199 loss_bbox_0: 0.1274 loss_giou_0: 0.4141 loss_class_1: 0.289 loss_bbox_1: 0.1226 loss_giou_1: 0.4071 loss_class_2: 0.2766 loss_bbox_2: 0.1219 loss_giou_2: 0.4004 loss_class_3: 0.2735 loss_bbox_3: 0.1199 loss_giou_3: 0.3959 loss_class_4: 0.2725 loss_bbox_4: 0.1186 loss_giou_4: 0.3933 loss_class_enc: 0.313 loss_bbox_enc: 0.1438 loss_giou_enc: 0.447 loss_class_dn: 0.06959 loss_bbox_dn: 0.1697 loss_giou_dn: 0.4097 loss_class_dn_0: 0.1189 loss_bbox_dn_0: 0.2509 loss_giou_dn_0: 0.5588 loss_class_dn_1: 0.09011 loss_bbox_dn_1: 0.1942 loss_giou_dn_1: 0.4561 loss_class_dn_2: 0.07785 loss_bbox_dn_2: 0.176 loss_giou_dn_2: 0.4243 loss_class_dn_3: 0.07378 loss_bbox_dn_3: 0.1711 loss_giou_dn_3: 0.4129 loss_class_dn_4: 0.07006 loss_bbox_dn_4: 0.1698 loss_giou_dn_4: 0.4094 time: 1.1147 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 04:56:43 d2.utils.events]: eta: 2 days, 9:15:38 iter: 38449 total_loss: 10.14 loss_class: 0.2628 loss_bbox: 0.1218 loss_giou: 0.4 loss_class_0: 0.3117 loss_bbox_0: 0.1298 loss_giou_0: 0.4231 loss_class_1: 0.2821 loss_bbox_1: 0.126 loss_giou_1: 0.4158 loss_class_2: 0.2694 loss_bbox_2: 0.123 loss_giou_2: 0.4083 loss_class_3: 0.2681 loss_bbox_3: 0.1228 loss_giou_3: 0.4042 loss_class_4: 0.2637 loss_bbox_4: 0.1221 loss_giou_4: 0.4001 loss_class_enc: 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loss_giou_enc: 0.4524 loss_class_dn: 0.07082 loss_bbox_dn: 0.1763 loss_giou_dn: 0.415 loss_class_dn_0: 0.1218 loss_bbox_dn_0: 0.258 loss_giou_dn_0: 0.557 loss_class_dn_1: 0.09224 loss_bbox_dn_1: 0.1992 loss_giou_dn_1: 0.4538 loss_class_dn_2: 0.07935 loss_bbox_dn_2: 0.1812 loss_giou_dn_2: 0.4249 loss_class_dn_3: 0.07504 loss_bbox_dn_3: 0.1774 loss_giou_dn_3: 0.4166 loss_class_dn_4: 0.07198 loss_bbox_dn_4: 0.1764 loss_giou_dn_4: 0.415 time: 1.1148 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 05:00:26 d2.utils.events]: eta: 2 days, 9:03:49 iter: 38649 total_loss: 10.2 loss_class: 0.2726 loss_bbox: 0.1219 loss_giou: 0.4013 loss_class_0: 0.3217 loss_bbox_0: 0.1302 loss_giou_0: 0.4175 loss_class_1: 0.2913 loss_bbox_1: 0.1271 loss_giou_1: 0.4135 loss_class_2: 0.2785 loss_bbox_2: 0.124 loss_giou_2: 0.4064 loss_class_3: 0.2782 loss_bbox_3: 0.1237 loss_giou_3: 0.4019 loss_class_4: 0.2746 loss_bbox_4: 0.1217 loss_giou_4: 0.399 loss_class_enc: 0.3203 loss_bbox_enc: 0.1493 loss_giou_enc: 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loss_class_dn: 0.06625 loss_bbox_dn: 0.1657 loss_giou_dn: 0.41 loss_class_dn_0: 0.1155 loss_bbox_dn_0: 0.248 loss_giou_dn_0: 0.5525 loss_class_dn_1: 0.08683 loss_bbox_dn_1: 0.1899 loss_giou_dn_1: 0.4546 loss_class_dn_2: 0.07454 loss_bbox_dn_2: 0.1738 loss_giou_dn_2: 0.424 loss_class_dn_3: 0.07097 loss_bbox_dn_3: 0.1676 loss_giou_dn_3: 0.4132 loss_class_dn_4: 0.06753 loss_bbox_dn_4: 0.1659 loss_giou_dn_4: 0.41 time: 1.1147 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 05:02:18 d2.utils.events]: eta: 2 days, 9:00:22 iter: 38749 total_loss: 9.916 loss_class: 0.2695 loss_bbox: 0.115 loss_giou: 0.3899 loss_class_0: 0.3136 loss_bbox_0: 0.1267 loss_giou_0: 0.4109 loss_class_1: 0.2841 loss_bbox_1: 0.1247 loss_giou_1: 0.406 loss_class_2: 0.2734 loss_bbox_2: 0.1184 loss_giou_2: 0.4008 loss_class_3: 0.2713 loss_bbox_3: 0.1159 loss_giou_3: 0.3935 loss_class_4: 0.2702 loss_bbox_4: 0.1159 loss_giou_4: 0.3912 loss_class_enc: 0.3133 loss_bbox_enc: 0.1433 loss_giou_enc: 0.4449 loss_class_dn: 0.0684 loss_bbox_dn: 0.1706 loss_giou_dn: 0.4086 loss_class_dn_0: 0.1159 loss_bbox_dn_0: 0.2543 loss_giou_dn_0: 0.546 loss_class_dn_1: 0.08957 loss_bbox_dn_1: 0.1927 loss_giou_dn_1: 0.4481 loss_class_dn_2: 0.07659 loss_bbox_dn_2: 0.1766 loss_giou_dn_2: 0.4201 loss_class_dn_3: 0.07411 loss_bbox_dn_3: 0.1725 loss_giou_dn_3: 0.4113 loss_class_dn_4: 0.07026 loss_bbox_dn_4: 0.1707 loss_giou_dn_4: 0.4088 time: 1.1147 data_time: 0.1035 lr: 0.0001 max_mem: 43217M [05/20 05:03:14 d2.utils.events]: eta: 2 days, 8:59:44 iter: 38799 total_loss: 10.13 loss_class: 0.275 loss_bbox: 0.1175 loss_giou: 0.4007 loss_class_0: 0.3244 loss_bbox_0: 0.1277 loss_giou_0: 0.4197 loss_class_1: 0.2944 loss_bbox_1: 0.1214 loss_giou_1: 0.4101 loss_class_2: 0.2811 loss_bbox_2: 0.1202 loss_giou_2: 0.4056 loss_class_3: 0.2812 loss_bbox_3: 0.117 loss_giou_3: 0.4025 loss_class_4: 0.2757 loss_bbox_4: 0.1171 loss_giou_4: 0.4006 loss_class_enc: 0.3215 loss_bbox_enc: 0.1485 loss_giou_enc: 0.4596 loss_class_dn: 0.0693 loss_bbox_dn: 0.166 loss_giou_dn: 0.4201 loss_class_dn_0: 0.1177 loss_bbox_dn_0: 0.2476 loss_giou_dn_0: 0.5677 loss_class_dn_1: 0.08975 loss_bbox_dn_1: 0.1918 loss_giou_dn_1: 0.4625 loss_class_dn_2: 0.07695 loss_bbox_dn_2: 0.1726 loss_giou_dn_2: 0.4328 loss_class_dn_3: 0.07384 loss_bbox_dn_3: 0.1672 loss_giou_dn_3: 0.4236 loss_class_dn_4: 0.07062 loss_bbox_dn_4: 0.1662 loss_giou_dn_4: 0.4201 time: 1.1147 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 05:04:09 d2.utils.events]: eta: 2 days, 8:57:41 iter: 38849 total_loss: 9.949 loss_class: 0.2599 loss_bbox: 0.1169 loss_giou: 0.4011 loss_class_0: 0.3096 loss_bbox_0: 0.1243 loss_giou_0: 0.4172 loss_class_1: 0.2788 loss_bbox_1: 0.122 loss_giou_1: 0.4131 loss_class_2: 0.2645 loss_bbox_2: 0.1188 loss_giou_2: 0.4064 loss_class_3: 0.2629 loss_bbox_3: 0.1183 loss_giou_3: 0.4028 loss_class_4: 0.2613 loss_bbox_4: 0.117 loss_giou_4: 0.4014 loss_class_enc: 0.3059 loss_bbox_enc: 0.1423 loss_giou_enc: 0.4539 loss_class_dn: 0.06651 loss_bbox_dn: 0.169 loss_giou_dn: 0.4047 loss_class_dn_0: 0.1144 loss_bbox_dn_0: 0.2453 loss_giou_dn_0: 0.5531 loss_class_dn_1: 0.08681 loss_bbox_dn_1: 0.1888 loss_giou_dn_1: 0.4476 loss_class_dn_2: 0.07423 loss_bbox_dn_2: 0.1737 loss_giou_dn_2: 0.4172 loss_class_dn_3: 0.07052 loss_bbox_dn_3: 0.1697 loss_giou_dn_3: 0.4074 loss_class_dn_4: 0.06754 loss_bbox_dn_4: 0.1691 loss_giou_dn_4: 0.4044 time: 1.1147 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/20 05:05:05 d2.utils.events]: eta: 2 days, 8:54:19 iter: 38899 total_loss: 10.04 loss_class: 0.2659 loss_bbox: 0.119 loss_giou: 0.3993 loss_class_0: 0.3173 loss_bbox_0: 0.1282 loss_giou_0: 0.4166 loss_class_1: 0.2804 loss_bbox_1: 0.1253 loss_giou_1: 0.4084 loss_class_2: 0.2702 loss_bbox_2: 0.1225 loss_giou_2: 0.4016 loss_class_3: 0.2668 loss_bbox_3: 0.1203 loss_giou_3: 0.3999 loss_class_4: 0.2664 loss_bbox_4: 0.1195 loss_giou_4: 0.4009 loss_class_enc: 0.3127 loss_bbox_enc: 0.1451 loss_giou_enc: 0.4529 loss_class_dn: 0.07146 loss_bbox_dn: 0.1683 loss_giou_dn: 0.4066 loss_class_dn_0: 0.1176 loss_bbox_dn_0: 0.2442 loss_giou_dn_0: 0.5509 loss_class_dn_1: 0.09095 loss_bbox_dn_1: 0.1906 loss_giou_dn_1: 0.4495 loss_class_dn_2: 0.07991 loss_bbox_dn_2: 0.1744 loss_giou_dn_2: 0.4179 loss_class_dn_3: 0.07654 loss_bbox_dn_3: 0.1694 loss_giou_dn_3: 0.4078 loss_class_dn_4: 0.07272 loss_bbox_dn_4: 0.1685 loss_giou_dn_4: 0.4064 time: 1.1147 data_time: 0.0955 lr: 0.0001 max_mem: 43217M [05/20 05:06:01 d2.utils.events]: eta: 2 days, 8:56:11 iter: 38949 total_loss: 9.955 loss_class: 0.2643 loss_bbox: 0.1222 loss_giou: 0.3891 loss_class_0: 0.3108 loss_bbox_0: 0.129 loss_giou_0: 0.405 loss_class_1: 0.2802 loss_bbox_1: 0.1277 loss_giou_1: 0.4008 loss_class_2: 0.2682 loss_bbox_2: 0.1241 loss_giou_2: 0.3948 loss_class_3: 0.267 loss_bbox_3: 0.1232 loss_giou_3: 0.3903 loss_class_4: 0.2653 loss_bbox_4: 0.1224 loss_giou_4: 0.3896 loss_class_enc: 0.3097 loss_bbox_enc: 0.1469 loss_giou_enc: 0.4405 loss_class_dn: 0.06847 loss_bbox_dn: 0.1711 loss_giou_dn: 0.3992 loss_class_dn_0: 0.116 loss_bbox_dn_0: 0.2499 loss_giou_dn_0: 0.5422 loss_class_dn_1: 0.08973 loss_bbox_dn_1: 0.1953 loss_giou_dn_1: 0.4386 loss_class_dn_2: 0.07724 loss_bbox_dn_2: 0.1764 loss_giou_dn_2: 0.4106 loss_class_dn_3: 0.07347 loss_bbox_dn_3: 0.1721 loss_giou_dn_3: 0.4017 loss_class_dn_4: 0.06974 loss_bbox_dn_4: 0.1712 loss_giou_dn_4: 0.399 time: 1.1147 data_time: 0.1021 lr: 0.0001 max_mem: 43217M [05/20 05:06:57 d2.utils.events]: eta: 2 days, 8:55:08 iter: 38999 total_loss: 9.979 loss_class: 0.2716 loss_bbox: 0.1157 loss_giou: 0.3968 loss_class_0: 0.3143 loss_bbox_0: 0.1272 loss_giou_0: 0.4118 loss_class_1: 0.2887 loss_bbox_1: 0.1222 loss_giou_1: 0.4047 loss_class_2: 0.278 loss_bbox_2: 0.1198 loss_giou_2: 0.4021 loss_class_3: 0.2734 loss_bbox_3: 0.1174 loss_giou_3: 0.3983 loss_class_4: 0.2725 loss_bbox_4: 0.1158 loss_giou_4: 0.3965 loss_class_enc: 0.3158 loss_bbox_enc: 0.1419 loss_giou_enc: 0.4486 loss_class_dn: 0.0704 loss_bbox_dn: 0.1664 loss_giou_dn: 0.4067 loss_class_dn_0: 0.1195 loss_bbox_dn_0: 0.245 loss_giou_dn_0: 0.5516 loss_class_dn_1: 0.09183 loss_bbox_dn_1: 0.1901 loss_giou_dn_1: 0.4513 loss_class_dn_2: 0.0794 loss_bbox_dn_2: 0.1711 loss_giou_dn_2: 0.4189 loss_class_dn_3: 0.07507 loss_bbox_dn_3: 0.1672 loss_giou_dn_3: 0.4089 loss_class_dn_4: 0.07166 loss_bbox_dn_4: 0.1665 loss_giou_dn_4: 0.4067 time: 1.1147 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 05:07:55 d2.utils.events]: eta: 2 days, 8:54:30 iter: 39049 total_loss: 10.02 loss_class: 0.2693 loss_bbox: 0.1158 loss_giou: 0.3962 loss_class_0: 0.3174 loss_bbox_0: 0.1271 loss_giou_0: 0.4158 loss_class_1: 0.2871 loss_bbox_1: 0.1231 loss_giou_1: 0.41 loss_class_2: 0.2734 loss_bbox_2: 0.1193 loss_giou_2: 0.402 loss_class_3: 0.2718 loss_bbox_3: 0.1179 loss_giou_3: 0.3977 loss_class_4: 0.272 loss_bbox_4: 0.116 loss_giou_4: 0.3956 loss_class_enc: 0.3137 loss_bbox_enc: 0.1445 loss_giou_enc: 0.4521 loss_class_dn: 0.06482 loss_bbox_dn: 0.1721 loss_giou_dn: 0.4101 loss_class_dn_0: 0.116 loss_bbox_dn_0: 0.2576 loss_giou_dn_0: 0.5525 loss_class_dn_1: 0.08679 loss_bbox_dn_1: 0.1997 loss_giou_dn_1: 0.4523 loss_class_dn_2: 0.07298 loss_bbox_dn_2: 0.1808 loss_giou_dn_2: 0.4227 loss_class_dn_3: 0.069 loss_bbox_dn_3: 0.1746 loss_giou_dn_3: 0.4127 loss_class_dn_4: 0.066 loss_bbox_dn_4: 0.1722 loss_giou_dn_4: 0.4101 time: 1.1148 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/20 05:08:51 d2.utils.events]: eta: 2 days, 8:54:14 iter: 39099 total_loss: 10.06 loss_class: 0.2646 loss_bbox: 0.1195 loss_giou: 0.4034 loss_class_0: 0.3114 loss_bbox_0: 0.128 loss_giou_0: 0.4168 loss_class_1: 0.2832 loss_bbox_1: 0.1259 loss_giou_1: 0.4129 loss_class_2: 0.2711 loss_bbox_2: 0.122 loss_giou_2: 0.4103 loss_class_3: 0.268 loss_bbox_3: 0.1197 loss_giou_3: 0.4054 loss_class_4: 0.2656 loss_bbox_4: 0.1194 loss_giou_4: 0.4031 loss_class_enc: 0.307 loss_bbox_enc: 0.1418 loss_giou_enc: 0.4566 loss_class_dn: 0.06671 loss_bbox_dn: 0.1685 loss_giou_dn: 0.4117 loss_class_dn_0: 0.1153 loss_bbox_dn_0: 0.2482 loss_giou_dn_0: 0.5514 loss_class_dn_1: 0.08735 loss_bbox_dn_1: 0.1885 loss_giou_dn_1: 0.4519 loss_class_dn_2: 0.07583 loss_bbox_dn_2: 0.1726 loss_giou_dn_2: 0.4241 loss_class_dn_3: 0.07231 loss_bbox_dn_3: 0.1692 loss_giou_dn_3: 0.414 loss_class_dn_4: 0.06904 loss_bbox_dn_4: 0.1687 loss_giou_dn_4: 0.4117 time: 1.1148 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 05:09:47 d2.utils.events]: eta: 2 days, 8:54:17 iter: 39149 total_loss: 9.937 loss_class: 0.2723 loss_bbox: 0.1177 loss_giou: 0.3886 loss_class_0: 0.3204 loss_bbox_0: 0.1282 loss_giou_0: 0.4094 loss_class_1: 0.291 loss_bbox_1: 0.1235 loss_giou_1: 0.4008 loss_class_2: 0.2792 loss_bbox_2: 0.1203 loss_giou_2: 0.3956 loss_class_3: 0.2759 loss_bbox_3: 0.1185 loss_giou_3: 0.3924 loss_class_4: 0.274 loss_bbox_4: 0.1184 loss_giou_4: 0.3883 loss_class_enc: 0.3194 loss_bbox_enc: 0.145 loss_giou_enc: 0.4373 loss_class_dn: 0.06667 loss_bbox_dn: 0.168 loss_giou_dn: 0.3995 loss_class_dn_0: 0.1194 loss_bbox_dn_0: 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0.07866 loss_bbox_dn_2: 0.1747 loss_giou_dn_2: 0.4301 loss_class_dn_3: 0.07544 loss_bbox_dn_3: 0.1699 loss_giou_dn_3: 0.4195 loss_class_dn_4: 0.07174 loss_bbox_dn_4: 0.1689 loss_giou_dn_4: 0.4172 time: 1.1148 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 05:21:58 d2.utils.events]: eta: 2 days, 9:03:52 iter: 39799 total_loss: 9.853 loss_class: 0.2656 loss_bbox: 0.1148 loss_giou: 0.3902 loss_class_0: 0.3104 loss_bbox_0: 0.1232 loss_giou_0: 0.4091 loss_class_1: 0.2828 loss_bbox_1: 0.1204 loss_giou_1: 0.4045 loss_class_2: 0.2712 loss_bbox_2: 0.1176 loss_giou_2: 0.3971 loss_class_3: 0.2679 loss_bbox_3: 0.116 loss_giou_3: 0.3915 loss_class_4: 0.2671 loss_bbox_4: 0.1148 loss_giou_4: 0.3905 loss_class_enc: 0.3079 loss_bbox_enc: 0.1379 loss_giou_enc: 0.439 loss_class_dn: 0.06573 loss_bbox_dn: 0.1609 loss_giou_dn: 0.4086 loss_class_dn_0: 0.1149 loss_bbox_dn_0: 0.2417 loss_giou_dn_0: 0.5483 loss_class_dn_1: 0.08594 loss_bbox_dn_1: 0.1833 loss_giou_dn_1: 0.4502 loss_class_dn_2: 0.07446 loss_bbox_dn_2: 0.166 loss_giou_dn_2: 0.4198 loss_class_dn_3: 0.0709 loss_bbox_dn_3: 0.1613 loss_giou_dn_3: 0.4099 loss_class_dn_4: 0.06712 loss_bbox_dn_4: 0.161 loss_giou_dn_4: 0.4084 time: 1.1149 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 05:22:54 d2.utils.events]: eta: 2 days, 9:02:56 iter: 39849 total_loss: 10.16 loss_class: 0.2646 loss_bbox: 0.1169 loss_giou: 0.3881 loss_class_0: 0.3099 loss_bbox_0: 0.1243 loss_giou_0: 0.4103 loss_class_1: 0.2804 loss_bbox_1: 0.1201 loss_giou_1: 0.4022 loss_class_2: 0.2688 loss_bbox_2: 0.1193 loss_giou_2: 0.3971 loss_class_3: 0.2659 loss_bbox_3: 0.1175 loss_giou_3: 0.3897 loss_class_4: 0.2647 loss_bbox_4: 0.1165 loss_giou_4: 0.3888 loss_class_enc: 0.3074 loss_bbox_enc: 0.1425 loss_giou_enc: 0.4467 loss_class_dn: 0.07078 loss_bbox_dn: 0.1646 loss_giou_dn: 0.4052 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.2434 loss_giou_dn_0: 0.5481 loss_class_dn_1: 0.09326 loss_bbox_dn_1: 0.1868 loss_giou_dn_1: 0.4473 loss_class_dn_2: 0.08028 loss_bbox_dn_2: 0.1698 loss_giou_dn_2: 0.4177 loss_class_dn_3: 0.0764 loss_bbox_dn_3: 0.1658 loss_giou_dn_3: 0.408 loss_class_dn_4: 0.07229 loss_bbox_dn_4: 0.1647 loss_giou_dn_4: 0.4051 time: 1.1148 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 05:23:51 d2.utils.events]: eta: 2 days, 9:03:30 iter: 39899 total_loss: 10.25 loss_class: 0.2724 loss_bbox: 0.1179 loss_giou: 0.4042 loss_class_0: 0.3187 loss_bbox_0: 0.129 loss_giou_0: 0.4242 loss_class_1: 0.2888 loss_bbox_1: 0.1234 loss_giou_1: 0.4167 loss_class_2: 0.2787 loss_bbox_2: 0.1201 loss_giou_2: 0.4127 loss_class_3: 0.275 loss_bbox_3: 0.1184 loss_giou_3: 0.406 loss_class_4: 0.2714 loss_bbox_4: 0.1178 loss_giou_4: 0.4052 loss_class_enc: 0.3149 loss_bbox_enc: 0.1488 loss_giou_enc: 0.4672 loss_class_dn: 0.0733 loss_bbox_dn: 0.1705 loss_giou_dn: 0.4212 loss_class_dn_0: 0.1243 loss_bbox_dn_0: 0.247 loss_giou_dn_0: 0.5691 loss_class_dn_1: 0.09442 loss_bbox_dn_1: 0.1942 loss_giou_dn_1: 0.4653 loss_class_dn_2: 0.08236 loss_bbox_dn_2: 0.1758 loss_giou_dn_2: 0.4348 loss_class_dn_3: 0.07851 loss_bbox_dn_3: 0.1708 loss_giou_dn_3: 0.4238 loss_class_dn_4: 0.07495 loss_bbox_dn_4: 0.1705 loss_giou_dn_4: 0.4211 time: 1.1149 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 05:24:47 d2.utils.events]: eta: 2 days, 9:00:34 iter: 39949 total_loss: 10.01 loss_class: 0.2635 loss_bbox: 0.1198 loss_giou: 0.3929 loss_class_0: 0.309 loss_bbox_0: 0.1312 loss_giou_0: 0.4163 loss_class_1: 0.2801 loss_bbox_1: 0.1242 loss_giou_1: 0.407 loss_class_2: 0.2686 loss_bbox_2: 0.1223 loss_giou_2: 0.3993 loss_class_3: 0.2663 loss_bbox_3: 0.1209 loss_giou_3: 0.3953 loss_class_4: 0.2642 loss_bbox_4: 0.1208 loss_giou_4: 0.3938 loss_class_enc: 0.3073 loss_bbox_enc: 0.147 loss_giou_enc: 0.4527 loss_class_dn: 0.06733 loss_bbox_dn: 0.169 loss_giou_dn: 0.4065 loss_class_dn_0: 0.1121 loss_bbox_dn_0: 0.2518 loss_giou_dn_0: 0.5567 loss_class_dn_1: 0.08449 loss_bbox_dn_1: 0.1933 loss_giou_dn_1: 0.452 loss_class_dn_2: 0.0732 loss_bbox_dn_2: 0.1751 loss_giou_dn_2: 0.4188 loss_class_dn_3: 0.07051 loss_bbox_dn_3: 0.1703 loss_giou_dn_3: 0.4081 loss_class_dn_4: 0.06789 loss_bbox_dn_4: 0.169 loss_giou_dn_4: 0.4062 time: 1.1149 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 05:25:43 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0039999.pth [05/20 05:25:54 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/20 05:26:07 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/20 05:26:10 d2.data.common]: Serialized dataset takes 894.47 MiB [05/20 05:26:12 d2.evaluation.evaluator]: Start inference on 313 batches [05/20 05:26:44 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0168 s/iter. Inference: 0.1012 s/iter. Eval: 0.0005 s/iter. Total: 0.1184 s/iter. ETA=0:00:35 [05/20 05:26:49 d2.evaluation.evaluator]: Inference done 58/313. Dataloading: 0.0155 s/iter. Inference: 0.0915 s/iter. Eval: 0.0005 s/iter. Total: 0.1082 s/iter. ETA=0:00:27 [05/20 05:26:54 d2.evaluation.evaluator]: Inference done 105/313. Dataloading: 0.0147 s/iter. Inference: 0.0930 s/iter. Eval: 0.0005 s/iter. Total: 0.1086 s/iter. ETA=0:00:22 [05/20 05:26:59 d2.evaluation.evaluator]: Inference done 151/313. Dataloading: 0.0157 s/iter. Inference: 0.0921 s/iter. Eval: 0.0005 s/iter. Total: 0.1087 s/iter. ETA=0:00:17 [05/20 05:27:04 d2.evaluation.evaluator]: Inference done 200/313. Dataloading: 0.0151 s/iter. Inference: 0.0912 s/iter. Eval: 0.0005 s/iter. Total: 0.1070 s/iter. ETA=0:00:12 [05/20 05:27:09 d2.evaluation.evaluator]: Inference done 248/313. Dataloading: 0.0151 s/iter. Inference: 0.0906 s/iter. Eval: 0.0005 s/iter. Total: 0.1065 s/iter. ETA=0:00:06 [05/20 05:27:14 d2.evaluation.evaluator]: Inference done 294/313. Dataloading: 0.0153 s/iter. Inference: 0.0912 s/iter. Eval: 0.0005 s/iter. Total: 0.1073 s/iter. ETA=0:00:02 [05/20 05:27:19 d2.evaluation.evaluator]: Total inference time: 0:00:35.372791 (0.114847 s / iter per device, on 16 devices) [05/20 05:27:19 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.092194 s / iter per device, on 16 devices) [05/20 05:27:33 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/20 05:27:33 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/20 05:27:40 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=6.32s) creating index... index created! [05/20 05:27:47 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/20 05:28:08 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.02 seconds. [05/20 05:28:09 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/20 05:28:12 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.08 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.417 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.450 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.351 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.832 [05/20 05:28:12 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.661 | 57.161 | 45.360 | 28.572 | 45.004 | 52.848 | [05/20 05:28:12 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 59.368 | bicycle | 31.407 | car | 46.202 | | motorcycle | 38.090 | airplane | 70.742 | bus | 70.817 | | train | 68.901 | truck | 31.841 | boat | 26.232 | | traffic light | 28.914 | fire hydrant | 71.875 | stop sign | 58.775 | | parking meter | 17.305 | bench | 27.289 | bird | 39.521 | | cat | 72.976 | dog | 65.791 | horse | 59.844 | | sheep | 49.721 | cow | 61.828 | elephant | 68.525 | | bear | 73.738 | zebra | 69.107 | giraffe | 72.035 | | backpack | 18.175 | umbrella | 39.314 | handbag | 13.174 | | tie | 37.884 | suitcase | 32.277 | frisbee | 67.020 | | skis | 23.913 | snowboard | 35.692 | sports ball | 33.799 | | kite | 44.527 | baseball bat | 33.756 | baseball glove | 44.259 | | skateboard | 48.469 | surfboard | 40.742 | tennis racket | 47.909 | | bottle | 38.934 | wine glass | 40.843 | cup | 47.028 | | fork | 37.601 | knife | 15.835 | spoon | 17.421 | | bowl | 43.112 | banana | 20.262 | apple | 17.389 | | sandwich | 30.349 | orange | 32.833 | broccoli | 16.664 | | carrot | 14.650 | hot dog | 27.672 | pizza | 56.389 | | donut | 47.682 | cake | 38.734 | chair | 29.485 | | couch | 46.230 | potted plant | 22.460 | bed | 39.055 | | dining table | 26.163 | toilet | 59.615 | tv | 60.427 | | laptop | 67.761 | mouse | 63.915 | remote | 24.476 | | keyboard | 49.553 | cell phone | 40.068 | microwave | 63.964 | | oven | 12.335 | toaster | 40.400 | sink | 37.609 | | refrigerator | 59.602 | book | 9.477 | clock | 43.854 | | vase | 33.794 | scissors | 31.210 | teddy bear | 47.642 | | hair drier | 9.175 | toothbrush | 29.438 | | | [05/20 05:28:14 d2.evaluation.testing]: copypaste: Task: bbox [05/20 05:28:14 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/20 05:28:14 d2.evaluation.testing]: copypaste: 41.6607,57.1606,45.3601,28.5715,45.0041,52.8475 [05/20 05:28:14 d2.utils.events]: eta: 2 days, 9:00:42 iter: 39999 total_loss: 10.11 loss_class: 0.2698 loss_bbox: 0.1241 loss_giou: 0.3909 loss_class_0: 0.3134 loss_bbox_0: 0.1302 loss_giou_0: 0.4085 loss_class_1: 0.2887 loss_bbox_1: 0.1288 loss_giou_1: 0.4008 loss_class_2: 0.2759 loss_bbox_2: 0.1258 loss_giou_2: 0.3959 loss_class_3: 0.2731 loss_bbox_3: 0.1249 loss_giou_3: 0.3931 loss_class_4: 0.2702 loss_bbox_4: 0.1239 loss_giou_4: 0.3912 loss_class_enc: 0.3145 loss_bbox_enc: 0.1457 loss_giou_enc: 0.4434 loss_class_dn: 0.06845 loss_bbox_dn: 0.1715 loss_giou_dn: 0.4092 loss_class_dn_0: 0.1175 loss_bbox_dn_0: 0.2521 loss_giou_dn_0: 0.5571 loss_class_dn_1: 0.08917 loss_bbox_dn_1: 0.197 loss_giou_dn_1: 0.4563 loss_class_dn_2: 0.07713 loss_bbox_dn_2: 0.1761 loss_giou_dn_2: 0.4244 loss_class_dn_3: 0.07402 loss_bbox_dn_3: 0.1724 loss_giou_dn_3: 0.4126 loss_class_dn_4: 0.06996 loss_bbox_dn_4: 0.1716 loss_giou_dn_4: 0.4091 time: 1.1149 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/20 05:29:09 d2.utils.events]: eta: 2 days, 8:53:07 iter: 40049 total_loss: 9.952 loss_class: 0.2693 loss_bbox: 0.1202 loss_giou: 0.3898 loss_class_0: 0.315 loss_bbox_0: 0.1312 loss_giou_0: 0.4054 loss_class_1: 0.2869 loss_bbox_1: 0.1268 loss_giou_1: 0.4004 loss_class_2: 0.273 loss_bbox_2: 0.122 loss_giou_2: 0.396 loss_class_3: 0.2722 loss_bbox_3: 0.122 loss_giou_3: 0.3913 loss_class_4: 0.2704 loss_bbox_4: 0.1202 loss_giou_4: 0.3892 loss_class_enc: 0.3139 loss_bbox_enc: 0.148 loss_giou_enc: 0.4387 loss_class_dn: 0.06864 loss_bbox_dn: 0.1756 loss_giou_dn: 0.3984 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.2581 loss_giou_dn_0: 0.5476 loss_class_dn_1: 0.09043 loss_bbox_dn_1: 0.1977 loss_giou_dn_1: 0.4418 loss_class_dn_2: 0.07815 loss_bbox_dn_2: 0.1813 loss_giou_dn_2: 0.4123 loss_class_dn_3: 0.07398 loss_bbox_dn_3: 0.1767 loss_giou_dn_3: 0.4015 loss_class_dn_4: 0.07027 loss_bbox_dn_4: 0.1757 loss_giou_dn_4: 0.3984 time: 1.1148 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 05:30:05 d2.utils.events]: eta: 2 days, 8:52:11 iter: 40099 total_loss: 10.12 loss_class: 0.2753 loss_bbox: 0.1195 loss_giou: 0.3956 loss_class_0: 0.317 loss_bbox_0: 0.1269 loss_giou_0: 0.4123 loss_class_1: 0.2891 loss_bbox_1: 0.1245 loss_giou_1: 0.4095 loss_class_2: 0.2779 loss_bbox_2: 0.1227 loss_giou_2: 0.4012 loss_class_3: 0.278 loss_bbox_3: 0.1215 loss_giou_3: 0.3976 loss_class_4: 0.2756 loss_bbox_4: 0.12 loss_giou_4: 0.3966 loss_class_enc: 0.3185 loss_bbox_enc: 0.1437 loss_giou_enc: 0.4479 loss_class_dn: 0.06956 loss_bbox_dn: 0.1671 loss_giou_dn: 0.4089 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.2513 loss_giou_dn_0: 0.5545 loss_class_dn_1: 0.09188 loss_bbox_dn_1: 0.1911 loss_giou_dn_1: 0.4525 loss_class_dn_2: 0.07778 loss_bbox_dn_2: 0.1739 loss_giou_dn_2: 0.4219 loss_class_dn_3: 0.07436 loss_bbox_dn_3: 0.1678 loss_giou_dn_3: 0.411 loss_class_dn_4: 0.07063 loss_bbox_dn_4: 0.1672 loss_giou_dn_4: 0.4087 time: 1.1148 data_time: 0.1029 lr: 0.0001 max_mem: 43217M [05/20 05:31:01 d2.utils.events]: eta: 2 days, 8:46:03 iter: 40149 total_loss: 9.77 loss_class: 0.2646 loss_bbox: 0.1203 loss_giou: 0.3833 loss_class_0: 0.3085 loss_bbox_0: 0.1264 loss_giou_0: 0.3937 loss_class_1: 0.2816 loss_bbox_1: 0.1245 loss_giou_1: 0.3915 loss_class_2: 0.271 loss_bbox_2: 0.1214 loss_giou_2: 0.3866 loss_class_3: 0.268 loss_bbox_3: 0.1215 loss_giou_3: 0.3841 loss_class_4: 0.2639 loss_bbox_4: 0.1201 loss_giou_4: 0.3834 loss_class_enc: 0.3096 loss_bbox_enc: 0.1421 loss_giou_enc: 0.4345 loss_class_dn: 0.06871 loss_bbox_dn: 0.1693 loss_giou_dn: 0.3957 loss_class_dn_0: 0.1163 loss_bbox_dn_0: 0.2525 loss_giou_dn_0: 0.5446 loss_class_dn_1: 0.09153 loss_bbox_dn_1: 0.1902 loss_giou_dn_1: 0.4418 loss_class_dn_2: 0.078 loss_bbox_dn_2: 0.1743 loss_giou_dn_2: 0.4104 loss_class_dn_3: 0.07375 loss_bbox_dn_3: 0.1704 loss_giou_dn_3: 0.399 loss_class_dn_4: 0.07025 loss_bbox_dn_4: 0.1694 loss_giou_dn_4: 0.3955 time: 1.1148 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 05:31:57 d2.utils.events]: eta: 2 days, 8:44:59 iter: 40199 total_loss: 9.861 loss_class: 0.2558 loss_bbox: 0.1171 loss_giou: 0.3922 loss_class_0: 0.3019 loss_bbox_0: 0.1247 loss_giou_0: 0.4147 loss_class_1: 0.2734 loss_bbox_1: 0.1202 loss_giou_1: 0.4038 loss_class_2: 0.2619 loss_bbox_2: 0.1202 loss_giou_2: 0.4021 loss_class_3: 0.2603 loss_bbox_3: 0.1179 loss_giou_3: 0.3936 loss_class_4: 0.2561 loss_bbox_4: 0.1168 loss_giou_4: 0.3921 loss_class_enc: 0.3046 loss_bbox_enc: 0.1407 loss_giou_enc: 0.4506 loss_class_dn: 0.06407 loss_bbox_dn: 0.1614 loss_giou_dn: 0.4058 loss_class_dn_0: 0.1104 loss_bbox_dn_0: 0.2381 loss_giou_dn_0: 0.5504 loss_class_dn_1: 0.08427 loss_bbox_dn_1: 0.183 loss_giou_dn_1: 0.4478 loss_class_dn_2: 0.07236 loss_bbox_dn_2: 0.1677 loss_giou_dn_2: 0.4187 loss_class_dn_3: 0.06882 loss_bbox_dn_3: 0.1623 loss_giou_dn_3: 0.4081 loss_class_dn_4: 0.06565 loss_bbox_dn_4: 0.1611 loss_giou_dn_4: 0.4056 time: 1.1149 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 05:32:53 d2.utils.events]: eta: 2 days, 8:43:55 iter: 40249 total_loss: 10.02 loss_class: 0.2683 loss_bbox: 0.1156 loss_giou: 0.3971 loss_class_0: 0.3166 loss_bbox_0: 0.1253 loss_giou_0: 0.4147 loss_class_1: 0.2858 loss_bbox_1: 0.12 loss_giou_1: 0.4051 loss_class_2: 0.2741 loss_bbox_2: 0.1175 loss_giou_2: 0.4017 loss_class_3: 0.2734 loss_bbox_3: 0.1158 loss_giou_3: 0.3972 loss_class_4: 0.2697 loss_bbox_4: 0.1163 loss_giou_4: 0.3974 loss_class_enc: 0.3155 loss_bbox_enc: 0.14 loss_giou_enc: 0.4494 loss_class_dn: 0.06784 loss_bbox_dn: 0.162 loss_giou_dn: 0.4097 loss_class_dn_0: 0.1152 loss_bbox_dn_0: 0.2377 loss_giou_dn_0: 0.5497 loss_class_dn_1: 0.08856 loss_bbox_dn_1: 0.1833 loss_giou_dn_1: 0.4488 loss_class_dn_2: 0.07681 loss_bbox_dn_2: 0.1662 loss_giou_dn_2: 0.4204 loss_class_dn_3: 0.07245 loss_bbox_dn_3: 0.1625 loss_giou_dn_3: 0.4118 loss_class_dn_4: 0.06874 loss_bbox_dn_4: 0.162 loss_giou_dn_4: 0.4095 time: 1.1148 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 05:33:49 d2.utils.events]: eta: 2 days, 8:42:44 iter: 40299 total_loss: 10.19 loss_class: 0.2756 loss_bbox: 0.1162 loss_giou: 0.4073 loss_class_0: 0.3224 loss_bbox_0: 0.1269 loss_giou_0: 0.4265 loss_class_1: 0.2915 loss_bbox_1: 0.1234 loss_giou_1: 0.4165 loss_class_2: 0.2793 loss_bbox_2: 0.119 loss_giou_2: 0.4121 loss_class_3: 0.2788 loss_bbox_3: 0.1178 loss_giou_3: 0.4078 loss_class_4: 0.2779 loss_bbox_4: 0.1173 loss_giou_4: 0.4074 loss_class_enc: 0.3183 loss_bbox_enc: 0.1451 loss_giou_enc: 0.459 loss_class_dn: 0.07062 loss_bbox_dn: 0.1723 loss_giou_dn: 0.4259 loss_class_dn_0: 0.1185 loss_bbox_dn_0: 0.2453 loss_giou_dn_0: 0.5702 loss_class_dn_1: 0.09007 loss_bbox_dn_1: 0.1935 loss_giou_dn_1: 0.4718 loss_class_dn_2: 0.07871 loss_bbox_dn_2: 0.1767 loss_giou_dn_2: 0.4397 loss_class_dn_3: 0.07453 loss_bbox_dn_3: 0.1733 loss_giou_dn_3: 0.4285 loss_class_dn_4: 0.07142 loss_bbox_dn_4: 0.1724 loss_giou_dn_4: 0.4259 time: 1.1148 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 05:34:45 d2.utils.events]: eta: 2 days, 8:43:39 iter: 40349 total_loss: 9.965 loss_class: 0.2596 loss_bbox: 0.1143 loss_giou: 0.4068 loss_class_0: 0.3092 loss_bbox_0: 0.1261 loss_giou_0: 0.4276 loss_class_1: 0.2779 loss_bbox_1: 0.12 loss_giou_1: 0.4181 loss_class_2: 0.2682 loss_bbox_2: 0.1167 loss_giou_2: 0.4095 loss_class_3: 0.2637 loss_bbox_3: 0.1168 loss_giou_3: 0.4082 loss_class_4: 0.2611 loss_bbox_4: 0.1155 loss_giou_4: 0.4079 loss_class_enc: 0.3077 loss_bbox_enc: 0.1397 loss_giou_enc: 0.4576 loss_class_dn: 0.06533 loss_bbox_dn: 0.1624 loss_giou_dn: 0.4169 loss_class_dn_0: 0.1148 loss_bbox_dn_0: 0.2374 loss_giou_dn_0: 0.5593 loss_class_dn_1: 0.08632 loss_bbox_dn_1: 0.1824 loss_giou_dn_1: 0.4565 loss_class_dn_2: 0.07522 loss_bbox_dn_2: 0.1661 loss_giou_dn_2: 0.4293 loss_class_dn_3: 0.07114 loss_bbox_dn_3: 0.1627 loss_giou_dn_3: 0.4192 loss_class_dn_4: 0.06707 loss_bbox_dn_4: 0.1624 loss_giou_dn_4: 0.4168 time: 1.1149 data_time: 0.0936 lr: 0.0001 max_mem: 43217M [05/20 05:35:41 d2.utils.events]: eta: 2 days, 8:41:27 iter: 40399 total_loss: 10.09 loss_class: 0.276 loss_bbox: 0.1195 loss_giou: 0.4025 loss_class_0: 0.3243 loss_bbox_0: 0.1285 loss_giou_0: 0.4191 loss_class_1: 0.2928 loss_bbox_1: 0.1262 loss_giou_1: 0.414 loss_class_2: 0.2822 loss_bbox_2: 0.1218 loss_giou_2: 0.4104 loss_class_3: 0.2803 loss_bbox_3: 0.1207 loss_giou_3: 0.403 loss_class_4: 0.2765 loss_bbox_4: 0.1201 loss_giou_4: 0.4028 loss_class_enc: 0.3218 loss_bbox_enc: 0.1439 loss_giou_enc: 0.451 loss_class_dn: 0.07426 loss_bbox_dn: 0.1667 loss_giou_dn: 0.4097 loss_class_dn_0: 0.1249 loss_bbox_dn_0: 0.2464 loss_giou_dn_0: 0.5521 loss_class_dn_1: 0.09512 loss_bbox_dn_1: 0.1919 loss_giou_dn_1: 0.4528 loss_class_dn_2: 0.08343 loss_bbox_dn_2: 0.172 loss_giou_dn_2: 0.4208 loss_class_dn_3: 0.07945 loss_bbox_dn_3: 0.1675 loss_giou_dn_3: 0.4119 loss_class_dn_4: 0.07592 loss_bbox_dn_4: 0.1668 loss_giou_dn_4: 0.4096 time: 1.1149 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 05:36:37 d2.utils.events]: eta: 2 days, 8:41:53 iter: 40449 total_loss: 10.21 loss_class: 0.2742 loss_bbox: 0.1222 loss_giou: 0.3965 loss_class_0: 0.3216 loss_bbox_0: 0.1316 loss_giou_0: 0.417 loss_class_1: 0.2923 loss_bbox_1: 0.1272 loss_giou_1: 0.4063 loss_class_2: 0.2816 loss_bbox_2: 0.1257 loss_giou_2: 0.4014 loss_class_3: 0.2796 loss_bbox_3: 0.1242 loss_giou_3: 0.3989 loss_class_4: 0.2753 loss_bbox_4: 0.1212 loss_giou_4: 0.3972 loss_class_enc: 0.3191 loss_bbox_enc: 0.1492 loss_giou_enc: 0.4496 loss_class_dn: 0.07171 loss_bbox_dn: 0.1723 loss_giou_dn: 0.4122 loss_class_dn_0: 0.1228 loss_bbox_dn_0: 0.251 loss_giou_dn_0: 0.5514 loss_class_dn_1: 0.09337 loss_bbox_dn_1: 0.1947 loss_giou_dn_1: 0.4538 loss_class_dn_2: 0.0823 loss_bbox_dn_2: 0.1774 loss_giou_dn_2: 0.4257 loss_class_dn_3: 0.07812 loss_bbox_dn_3: 0.1734 loss_giou_dn_3: 0.4149 loss_class_dn_4: 0.07295 loss_bbox_dn_4: 0.1724 loss_giou_dn_4: 0.412 time: 1.1149 data_time: 0.0950 lr: 0.0001 max_mem: 43217M [05/20 05:37:34 d2.utils.events]: eta: 2 days, 8:40:53 iter: 40499 total_loss: 9.805 loss_class: 0.2701 loss_bbox: 0.1163 loss_giou: 0.3884 loss_class_0: 0.3144 loss_bbox_0: 0.1227 loss_giou_0: 0.4041 loss_class_1: 0.2862 loss_bbox_1: 0.1212 loss_giou_1: 0.4012 loss_class_2: 0.2739 loss_bbox_2: 0.1186 loss_giou_2: 0.3939 loss_class_3: 0.2705 loss_bbox_3: 0.1166 loss_giou_3: 0.3888 loss_class_4: 0.2692 loss_bbox_4: 0.1169 loss_giou_4: 0.3888 loss_class_enc: 0.3148 loss_bbox_enc: 0.1409 loss_giou_enc: 0.4416 loss_class_dn: 0.06876 loss_bbox_dn: 0.1679 loss_giou_dn: 0.3999 loss_class_dn_0: 0.1153 loss_bbox_dn_0: 0.2453 loss_giou_dn_0: 0.5393 loss_class_dn_1: 0.0878 loss_bbox_dn_1: 0.1888 loss_giou_dn_1: 0.4404 loss_class_dn_2: 0.07482 loss_bbox_dn_2: 0.1723 loss_giou_dn_2: 0.4123 loss_class_dn_3: 0.07411 loss_bbox_dn_3: 0.1686 loss_giou_dn_3: 0.4031 loss_class_dn_4: 0.07067 loss_bbox_dn_4: 0.1679 loss_giou_dn_4: 0.3997 time: 1.1149 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 05:38:30 d2.utils.events]: eta: 2 days, 8:39:33 iter: 40549 total_loss: 10.17 loss_class: 0.2775 loss_bbox: 0.12 loss_giou: 0.4082 loss_class_0: 0.3222 loss_bbox_0: 0.1261 loss_giou_0: 0.4262 loss_class_1: 0.2951 loss_bbox_1: 0.1256 loss_giou_1: 0.4194 loss_class_2: 0.2827 loss_bbox_2: 0.1229 loss_giou_2: 0.4136 loss_class_3: 0.2808 loss_bbox_3: 0.1201 loss_giou_3: 0.4097 loss_class_4: 0.2792 loss_bbox_4: 0.1199 loss_giou_4: 0.4082 loss_class_enc: 0.3165 loss_bbox_enc: 0.1426 loss_giou_enc: 0.4582 loss_class_dn: 0.07151 loss_bbox_dn: 0.1691 loss_giou_dn: 0.4126 loss_class_dn_0: 0.1204 loss_bbox_dn_0: 0.2437 loss_giou_dn_0: 0.5607 loss_class_dn_1: 0.09313 loss_bbox_dn_1: 0.1892 loss_giou_dn_1: 0.4567 loss_class_dn_2: 0.08044 loss_bbox_dn_2: 0.1744 loss_giou_dn_2: 0.4257 loss_class_dn_3: 0.07627 loss_bbox_dn_3: 0.1704 loss_giou_dn_3: 0.4148 loss_class_dn_4: 0.07239 loss_bbox_dn_4: 0.1691 loss_giou_dn_4: 0.412 time: 1.1149 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 05:39:26 d2.utils.events]: eta: 2 days, 8:34:59 iter: 40599 total_loss: 9.974 loss_class: 0.2672 loss_bbox: 0.1176 loss_giou: 0.3948 loss_class_0: 0.3154 loss_bbox_0: 0.1268 loss_giou_0: 0.4076 loss_class_1: 0.2847 loss_bbox_1: 0.1227 loss_giou_1: 0.408 loss_class_2: 0.2735 loss_bbox_2: 0.1187 loss_giou_2: 0.4005 loss_class_3: 0.271 loss_bbox_3: 0.1166 loss_giou_3: 0.3972 loss_class_4: 0.2682 loss_bbox_4: 0.1174 loss_giou_4: 0.3963 loss_class_enc: 0.3136 loss_bbox_enc: 0.1397 loss_giou_enc: 0.4438 loss_class_dn: 0.06519 loss_bbox_dn: 0.1645 loss_giou_dn: 0.4039 loss_class_dn_0: 0.1156 loss_bbox_dn_0: 0.2454 loss_giou_dn_0: 0.5478 loss_class_dn_1: 0.08797 loss_bbox_dn_1: 0.189 loss_giou_dn_1: 0.4435 loss_class_dn_2: 0.07511 loss_bbox_dn_2: 0.1709 loss_giou_dn_2: 0.4149 loss_class_dn_3: 0.07044 loss_bbox_dn_3: 0.1665 loss_giou_dn_3: 0.406 loss_class_dn_4: 0.06639 loss_bbox_dn_4: 0.1646 loss_giou_dn_4: 0.4038 time: 1.1149 data_time: 0.1032 lr: 0.0001 max_mem: 43217M [05/20 05:40:22 d2.utils.events]: eta: 2 days, 8:31:53 iter: 40649 total_loss: 9.934 loss_class: 0.2594 loss_bbox: 0.1176 loss_giou: 0.3943 loss_class_0: 0.3098 loss_bbox_0: 0.1246 loss_giou_0: 0.4096 loss_class_1: 0.2787 loss_bbox_1: 0.1234 loss_giou_1: 0.4065 loss_class_2: 0.2665 loss_bbox_2: 0.1203 loss_giou_2: 0.401 loss_class_3: 0.2644 loss_bbox_3: 0.1186 loss_giou_3: 0.3991 loss_class_4: 0.2607 loss_bbox_4: 0.1179 loss_giou_4: 0.3959 loss_class_enc: 0.3041 loss_bbox_enc: 0.1414 loss_giou_enc: 0.448 loss_class_dn: 0.06766 loss_bbox_dn: 0.1661 loss_giou_dn: 0.4049 loss_class_dn_0: 0.1178 loss_bbox_dn_0: 0.2528 loss_giou_dn_0: 0.5519 loss_class_dn_1: 0.09111 loss_bbox_dn_1: 0.1911 loss_giou_dn_1: 0.4472 loss_class_dn_2: 0.07737 loss_bbox_dn_2: 0.1713 loss_giou_dn_2: 0.4155 loss_class_dn_3: 0.07369 loss_bbox_dn_3: 0.1673 loss_giou_dn_3: 0.4074 loss_class_dn_4: 0.06915 loss_bbox_dn_4: 0.1663 loss_giou_dn_4: 0.4047 time: 1.1149 data_time: 0.0932 lr: 0.0001 max_mem: 43217M [05/20 05:41:18 d2.utils.events]: eta: 2 days, 8:32:04 iter: 40699 total_loss: 9.928 loss_class: 0.2625 loss_bbox: 0.117 loss_giou: 0.3941 loss_class_0: 0.3113 loss_bbox_0: 0.1283 loss_giou_0: 0.414 loss_class_1: 0.2793 loss_bbox_1: 0.1233 loss_giou_1: 0.4052 loss_class_2: 0.2663 loss_bbox_2: 0.1211 loss_giou_2: 0.4035 loss_class_3: 0.2668 loss_bbox_3: 0.1176 loss_giou_3: 0.3951 loss_class_4: 0.2639 loss_bbox_4: 0.1165 loss_giou_4: 0.3946 loss_class_enc: 0.3091 loss_bbox_enc: 0.1484 loss_giou_enc: 0.4632 loss_class_dn: 0.06746 loss_bbox_dn: 0.1617 loss_giou_dn: 0.4083 loss_class_dn_0: 0.1168 loss_bbox_dn_0: 0.2529 loss_giou_dn_0: 0.5585 loss_class_dn_1: 0.08782 loss_bbox_dn_1: 0.1901 loss_giou_dn_1: 0.4488 loss_class_dn_2: 0.07533 loss_bbox_dn_2: 0.1679 loss_giou_dn_2: 0.4204 loss_class_dn_3: 0.07187 loss_bbox_dn_3: 0.1625 loss_giou_dn_3: 0.4106 loss_class_dn_4: 0.06859 loss_bbox_dn_4: 0.1618 loss_giou_dn_4: 0.4083 time: 1.1149 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 05:42:14 d2.utils.events]: eta: 2 days, 8:27:59 iter: 40749 total_loss: 9.937 loss_class: 0.2578 loss_bbox: 0.115 loss_giou: 0.394 loss_class_0: 0.3011 loss_bbox_0: 0.1247 loss_giou_0: 0.413 loss_class_1: 0.2691 loss_bbox_1: 0.1207 loss_giou_1: 0.403 loss_class_2: 0.2604 loss_bbox_2: 0.1159 loss_giou_2: 0.3984 loss_class_3: 0.2595 loss_bbox_3: 0.1151 loss_giou_3: 0.3955 loss_class_4: 0.258 loss_bbox_4: 0.1141 loss_giou_4: 0.3936 loss_class_enc: 0.3013 loss_bbox_enc: 0.1422 loss_giou_enc: 0.4544 loss_class_dn: 0.06574 loss_bbox_dn: 0.1617 loss_giou_dn: 0.403 loss_class_dn_0: 0.1145 loss_bbox_dn_0: 0.2381 loss_giou_dn_0: 0.5475 loss_class_dn_1: 0.08705 loss_bbox_dn_1: 0.1831 loss_giou_dn_1: 0.4464 loss_class_dn_2: 0.07438 loss_bbox_dn_2: 0.1678 loss_giou_dn_2: 0.4162 loss_class_dn_3: 0.07111 loss_bbox_dn_3: 0.163 loss_giou_dn_3: 0.4057 loss_class_dn_4: 0.06675 loss_bbox_dn_4: 0.1619 loss_giou_dn_4: 0.4029 time: 1.1149 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 05:43:11 d2.utils.events]: eta: 2 days, 8:25:53 iter: 40799 total_loss: 9.994 loss_class: 0.2686 loss_bbox: 0.1179 loss_giou: 0.3937 loss_class_0: 0.3169 loss_bbox_0: 0.1289 loss_giou_0: 0.4128 loss_class_1: 0.2848 loss_bbox_1: 0.1263 loss_giou_1: 0.4052 loss_class_2: 0.2757 loss_bbox_2: 0.122 loss_giou_2: 0.3991 loss_class_3: 0.2738 loss_bbox_3: 0.1196 loss_giou_3: 0.3957 loss_class_4: 0.271 loss_bbox_4: 0.1179 loss_giou_4: 0.3939 loss_class_enc: 0.3135 loss_bbox_enc: 0.1485 loss_giou_enc: 0.4455 loss_class_dn: 0.0691 loss_bbox_dn: 0.172 loss_giou_dn: 0.4002 loss_class_dn_0: 0.1183 loss_bbox_dn_0: 0.2535 loss_giou_dn_0: 0.5458 loss_class_dn_1: 0.08922 loss_bbox_dn_1: 0.1961 loss_giou_dn_1: 0.4397 loss_class_dn_2: 0.07589 loss_bbox_dn_2: 0.1775 loss_giou_dn_2: 0.4122 loss_class_dn_3: 0.07272 loss_bbox_dn_3: 0.1729 loss_giou_dn_3: 0.4022 loss_class_dn_4: 0.0703 loss_bbox_dn_4: 0.1719 loss_giou_dn_4: 0.4001 time: 1.1149 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/20 05:44:07 d2.utils.events]: eta: 2 days, 8:27:42 iter: 40849 total_loss: 10.19 loss_class: 0.2682 loss_bbox: 0.1243 loss_giou: 0.3945 loss_class_0: 0.3143 loss_bbox_0: 0.1303 loss_giou_0: 0.4143 loss_class_1: 0.2859 loss_bbox_1: 0.1307 loss_giou_1: 0.4078 loss_class_2: 0.2743 loss_bbox_2: 0.1262 loss_giou_2: 0.3992 loss_class_3: 0.2729 loss_bbox_3: 0.1237 loss_giou_3: 0.3949 loss_class_4: 0.2696 loss_bbox_4: 0.1235 loss_giou_4: 0.3932 loss_class_enc: 0.3119 loss_bbox_enc: 0.1458 loss_giou_enc: 0.4461 loss_class_dn: 0.06887 loss_bbox_dn: 0.1696 loss_giou_dn: 0.4117 loss_class_dn_0: 0.1177 loss_bbox_dn_0: 0.2482 loss_giou_dn_0: 0.551 loss_class_dn_1: 0.09008 loss_bbox_dn_1: 0.1922 loss_giou_dn_1: 0.4533 loss_class_dn_2: 0.07806 loss_bbox_dn_2: 0.1751 loss_giou_dn_2: 0.4239 loss_class_dn_3: 0.07477 loss_bbox_dn_3: 0.1697 loss_giou_dn_3: 0.4145 loss_class_dn_4: 0.07033 loss_bbox_dn_4: 0.1696 loss_giou_dn_4: 0.4117 time: 1.1149 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/20 05:45:03 d2.utils.events]: eta: 2 days, 8:24:21 iter: 40899 total_loss: 10.12 loss_class: 0.2743 loss_bbox: 0.1188 loss_giou: 0.3919 loss_class_0: 0.3201 loss_bbox_0: 0.1302 loss_giou_0: 0.4192 loss_class_1: 0.2917 loss_bbox_1: 0.1267 loss_giou_1: 0.4106 loss_class_2: 0.2807 loss_bbox_2: 0.1216 loss_giou_2: 0.4029 loss_class_3: 0.2788 loss_bbox_3: 0.1201 loss_giou_3: 0.3941 loss_class_4: 0.2752 loss_bbox_4: 0.1191 loss_giou_4: 0.3926 loss_class_enc: 0.3167 loss_bbox_enc: 0.1458 loss_giou_enc: 0.4538 loss_class_dn: 0.0685 loss_bbox_dn: 0.1687 loss_giou_dn: 0.4097 loss_class_dn_0: 0.118 loss_bbox_dn_0: 0.251 loss_giou_dn_0: 0.5558 loss_class_dn_1: 0.08986 loss_bbox_dn_1: 0.1923 loss_giou_dn_1: 0.4489 loss_class_dn_2: 0.07789 loss_bbox_dn_2: 0.1744 loss_giou_dn_2: 0.4208 loss_class_dn_3: 0.07429 loss_bbox_dn_3: 0.1699 loss_giou_dn_3: 0.4113 loss_class_dn_4: 0.07016 loss_bbox_dn_4: 0.1687 loss_giou_dn_4: 0.4097 time: 1.1149 data_time: 0.1039 lr: 0.0001 max_mem: 43217M [05/20 05:45:59 d2.utils.events]: eta: 2 days, 8:22:49 iter: 40949 total_loss: 10.09 loss_class: 0.2716 loss_bbox: 0.1204 loss_giou: 0.4001 loss_class_0: 0.3143 loss_bbox_0: 0.1301 loss_giou_0: 0.4182 loss_class_1: 0.2842 loss_bbox_1: 0.1281 loss_giou_1: 0.4119 loss_class_2: 0.2738 loss_bbox_2: 0.1253 loss_giou_2: 0.4077 loss_class_3: 0.2721 loss_bbox_3: 0.1225 loss_giou_3: 0.4024 loss_class_4: 0.2722 loss_bbox_4: 0.1209 loss_giou_4: 0.4001 loss_class_enc: 0.3154 loss_bbox_enc: 0.146 loss_giou_enc: 0.448 loss_class_dn: 0.07061 loss_bbox_dn: 0.172 loss_giou_dn: 0.4044 loss_class_dn_0: 0.1148 loss_bbox_dn_0: 0.2527 loss_giou_dn_0: 0.5491 loss_class_dn_1: 0.08862 loss_bbox_dn_1: 0.1979 loss_giou_dn_1: 0.449 loss_class_dn_2: 0.07778 loss_bbox_dn_2: 0.1777 loss_giou_dn_2: 0.4178 loss_class_dn_3: 0.07448 loss_bbox_dn_3: 0.173 loss_giou_dn_3: 0.4071 loss_class_dn_4: 0.07159 loss_bbox_dn_4: 0.1721 loss_giou_dn_4: 0.4043 time: 1.1149 data_time: 0.0933 lr: 0.0001 max_mem: 43217M [05/20 05:46:55 d2.utils.events]: eta: 2 days, 8:20:17 iter: 40999 total_loss: 9.828 loss_class: 0.2538 loss_bbox: 0.1136 loss_giou: 0.4006 loss_class_0: 0.2979 loss_bbox_0: 0.1227 loss_giou_0: 0.4177 loss_class_1: 0.2704 loss_bbox_1: 0.1188 loss_giou_1: 0.4101 loss_class_2: 0.2609 loss_bbox_2: 0.116 loss_giou_2: 0.4073 loss_class_3: 0.2569 loss_bbox_3: 0.1148 loss_giou_3: 0.4018 loss_class_4: 0.2536 loss_bbox_4: 0.1142 loss_giou_4: 0.3988 loss_class_enc: 0.2998 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4479 loss_class_dn: 0.0652 loss_bbox_dn: 0.1568 loss_giou_dn: 0.4047 loss_class_dn_0: 0.1139 loss_bbox_dn_0: 0.2313 loss_giou_dn_0: 0.5462 loss_class_dn_1: 0.0863 loss_bbox_dn_1: 0.1769 loss_giou_dn_1: 0.4465 loss_class_dn_2: 0.07325 loss_bbox_dn_2: 0.1611 loss_giou_dn_2: 0.4162 loss_class_dn_3: 0.06981 loss_bbox_dn_3: 0.1574 loss_giou_dn_3: 0.4068 loss_class_dn_4: 0.06683 loss_bbox_dn_4: 0.157 loss_giou_dn_4: 0.4046 time: 1.1149 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 05:47:51 d2.utils.events]: eta: 2 days, 8:20:54 iter: 41049 total_loss: 9.792 loss_class: 0.265 loss_bbox: 0.1149 loss_giou: 0.3881 loss_class_0: 0.3084 loss_bbox_0: 0.1275 loss_giou_0: 0.4082 loss_class_1: 0.282 loss_bbox_1: 0.1216 loss_giou_1: 0.4007 loss_class_2: 0.271 loss_bbox_2: 0.1184 loss_giou_2: 0.3934 loss_class_3: 0.2675 loss_bbox_3: 0.1158 loss_giou_3: 0.3894 loss_class_4: 0.2652 loss_bbox_4: 0.1152 loss_giou_4: 0.388 loss_class_enc: 0.3067 loss_bbox_enc: 0.1403 loss_giou_enc: 0.4422 loss_class_dn: 0.06224 loss_bbox_dn: 0.1595 loss_giou_dn: 0.3974 loss_class_dn_0: 0.1102 loss_bbox_dn_0: 0.241 loss_giou_dn_0: 0.5442 loss_class_dn_1: 0.08187 loss_bbox_dn_1: 0.1849 loss_giou_dn_1: 0.4407 loss_class_dn_2: 0.07005 loss_bbox_dn_2: 0.1662 loss_giou_dn_2: 0.4118 loss_class_dn_3: 0.06627 loss_bbox_dn_3: 0.1607 loss_giou_dn_3: 0.4 loss_class_dn_4: 0.06296 loss_bbox_dn_4: 0.1596 loss_giou_dn_4: 0.3973 time: 1.1149 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 05:48:46 d2.utils.events]: eta: 2 days, 8:20:40 iter: 41099 total_loss: 10.17 loss_class: 0.2731 loss_bbox: 0.1245 loss_giou: 0.3953 loss_class_0: 0.3154 loss_bbox_0: 0.1345 loss_giou_0: 0.4151 loss_class_1: 0.2858 loss_bbox_1: 0.1308 loss_giou_1: 0.4078 loss_class_2: 0.2776 loss_bbox_2: 0.1281 loss_giou_2: 0.3999 loss_class_3: 0.2766 loss_bbox_3: 0.1253 loss_giou_3: 0.3961 loss_class_4: 0.2743 loss_bbox_4: 0.1249 loss_giou_4: 0.3952 loss_class_enc: 0.316 loss_bbox_enc: 0.1495 loss_giou_enc: 0.445 loss_class_dn: 0.06706 loss_bbox_dn: 0.1784 loss_giou_dn: 0.4215 loss_class_dn_0: 0.1188 loss_bbox_dn_0: 0.2595 loss_giou_dn_0: 0.5639 loss_class_dn_1: 0.08813 loss_bbox_dn_1: 0.2022 loss_giou_dn_1: 0.4604 loss_class_dn_2: 0.07669 loss_bbox_dn_2: 0.1839 loss_giou_dn_2: 0.4301 loss_class_dn_3: 0.07269 loss_bbox_dn_3: 0.1796 loss_giou_dn_3: 0.4228 loss_class_dn_4: 0.06875 loss_bbox_dn_4: 0.1783 loss_giou_dn_4: 0.4215 time: 1.1149 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 05:49:42 d2.utils.events]: eta: 2 days, 8:23:09 iter: 41149 total_loss: 10.26 loss_class: 0.274 loss_bbox: 0.124 loss_giou: 0.4035 loss_class_0: 0.3204 loss_bbox_0: 0.1298 loss_giou_0: 0.4207 loss_class_1: 0.2868 loss_bbox_1: 0.1308 loss_giou_1: 0.418 loss_class_2: 0.2788 loss_bbox_2: 0.1256 loss_giou_2: 0.4102 loss_class_3: 0.2766 loss_bbox_3: 0.1256 loss_giou_3: 0.4049 loss_class_4: 0.2738 loss_bbox_4: 0.1251 loss_giou_4: 0.4044 loss_class_enc: 0.3193 loss_bbox_enc: 0.1454 loss_giou_enc: 0.4552 loss_class_dn: 0.07144 loss_bbox_dn: 0.1729 loss_giou_dn: 0.4166 loss_class_dn_0: 0.1203 loss_bbox_dn_0: 0.2608 loss_giou_dn_0: 0.5636 loss_class_dn_1: 0.09261 loss_bbox_dn_1: 0.1968 loss_giou_dn_1: 0.4606 loss_class_dn_2: 0.07967 loss_bbox_dn_2: 0.1793 loss_giou_dn_2: 0.431 loss_class_dn_3: 0.0762 loss_bbox_dn_3: 0.1741 loss_giou_dn_3: 0.4196 loss_class_dn_4: 0.07203 loss_bbox_dn_4: 0.173 loss_giou_dn_4: 0.4167 time: 1.1149 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/20 05:50:38 d2.utils.events]: eta: 2 days, 8:22:32 iter: 41199 total_loss: 9.948 loss_class: 0.2661 loss_bbox: 0.1145 loss_giou: 0.3946 loss_class_0: 0.3108 loss_bbox_0: 0.1241 loss_giou_0: 0.4125 loss_class_1: 0.2826 loss_bbox_1: 0.1237 loss_giou_1: 0.4054 loss_class_2: 0.2717 loss_bbox_2: 0.1196 loss_giou_2: 0.4016 loss_class_3: 0.2702 loss_bbox_3: 0.1158 loss_giou_3: 0.397 loss_class_4: 0.2661 loss_bbox_4: 0.1154 loss_giou_4: 0.3947 loss_class_enc: 0.311 loss_bbox_enc: 0.1409 loss_giou_enc: 0.4466 loss_class_dn: 0.06555 loss_bbox_dn: 0.1622 loss_giou_dn: 0.4073 loss_class_dn_0: 0.1143 loss_bbox_dn_0: 0.2412 loss_giou_dn_0: 0.5565 loss_class_dn_1: 0.08585 loss_bbox_dn_1: 0.1842 loss_giou_dn_1: 0.4515 loss_class_dn_2: 0.07414 loss_bbox_dn_2: 0.1665 loss_giou_dn_2: 0.4213 loss_class_dn_3: 0.06987 loss_bbox_dn_3: 0.1626 loss_giou_dn_3: 0.4095 loss_class_dn_4: 0.06654 loss_bbox_dn_4: 0.1623 loss_giou_dn_4: 0.4071 time: 1.1149 data_time: 0.0945 lr: 0.0001 max_mem: 43217M [05/20 05:51:35 d2.utils.events]: eta: 2 days, 8:21:19 iter: 41249 total_loss: 9.591 loss_class: 0.2584 loss_bbox: 0.1138 loss_giou: 0.396 loss_class_0: 0.3032 loss_bbox_0: 0.1229 loss_giou_0: 0.4103 loss_class_1: 0.2748 loss_bbox_1: 0.1193 loss_giou_1: 0.4058 loss_class_2: 0.2642 loss_bbox_2: 0.1162 loss_giou_2: 0.4021 loss_class_3: 0.2622 loss_bbox_3: 0.1152 loss_giou_3: 0.3977 loss_class_4: 0.259 loss_bbox_4: 0.1137 loss_giou_4: 0.3976 loss_class_enc: 0.3031 loss_bbox_enc: 0.1405 loss_giou_enc: 0.4446 loss_class_dn: 0.06405 loss_bbox_dn: 0.1631 loss_giou_dn: 0.4011 loss_class_dn_0: 0.1131 loss_bbox_dn_0: 0.2462 loss_giou_dn_0: 0.5374 loss_class_dn_1: 0.08513 loss_bbox_dn_1: 0.1876 loss_giou_dn_1: 0.4415 loss_class_dn_2: 0.07263 loss_bbox_dn_2: 0.169 loss_giou_dn_2: 0.4135 loss_class_dn_3: 0.06887 loss_bbox_dn_3: 0.1635 loss_giou_dn_3: 0.4042 loss_class_dn_4: 0.06577 loss_bbox_dn_4: 0.163 loss_giou_dn_4: 0.4012 time: 1.1149 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 05:52:30 d2.utils.events]: eta: 2 days, 8:19:23 iter: 41299 total_loss: 10.22 loss_class: 0.2753 loss_bbox: 0.1205 loss_giou: 0.3938 loss_class_0: 0.3205 loss_bbox_0: 0.1313 loss_giou_0: 0.4154 loss_class_1: 0.2923 loss_bbox_1: 0.1271 loss_giou_1: 0.4089 loss_class_2: 0.2817 loss_bbox_2: 0.1244 loss_giou_2: 0.4023 loss_class_3: 0.2797 loss_bbox_3: 0.1215 loss_giou_3: 0.3949 loss_class_4: 0.2764 loss_bbox_4: 0.1216 loss_giou_4: 0.393 loss_class_enc: 0.3179 loss_bbox_enc: 0.1457 loss_giou_enc: 0.4475 loss_class_dn: 0.0702 loss_bbox_dn: 0.1772 loss_giou_dn: 0.4085 loss_class_dn_0: 0.121 loss_bbox_dn_0: 0.2586 loss_giou_dn_0: 0.5571 loss_class_dn_1: 0.09352 loss_bbox_dn_1: 0.199 loss_giou_dn_1: 0.452 loss_class_dn_2: 0.07847 loss_bbox_dn_2: 0.1837 loss_giou_dn_2: 0.4222 loss_class_dn_3: 0.07536 loss_bbox_dn_3: 0.1786 loss_giou_dn_3: 0.4119 loss_class_dn_4: 0.07168 loss_bbox_dn_4: 0.1772 loss_giou_dn_4: 0.4084 time: 1.1149 data_time: 0.0917 lr: 0.0001 max_mem: 43217M [05/20 05:53:27 d2.utils.events]: eta: 2 days, 8:15:23 iter: 41349 total_loss: 9.942 loss_class: 0.2675 loss_bbox: 0.1164 loss_giou: 0.3993 loss_class_0: 0.3147 loss_bbox_0: 0.1247 loss_giou_0: 0.4182 loss_class_1: 0.2857 loss_bbox_1: 0.1223 loss_giou_1: 0.4132 loss_class_2: 0.2738 loss_bbox_2: 0.1197 loss_giou_2: 0.4038 loss_class_3: 0.2711 loss_bbox_3: 0.1176 loss_giou_3: 0.4015 loss_class_4: 0.2691 loss_bbox_4: 0.117 loss_giou_4: 0.3994 loss_class_enc: 0.3156 loss_bbox_enc: 0.1432 loss_giou_enc: 0.4534 loss_class_dn: 0.06433 loss_bbox_dn: 0.1653 loss_giou_dn: 0.4048 loss_class_dn_0: 0.1128 loss_bbox_dn_0: 0.2531 loss_giou_dn_0: 0.5525 loss_class_dn_1: 0.08469 loss_bbox_dn_1: 0.1929 loss_giou_dn_1: 0.4509 loss_class_dn_2: 0.07258 loss_bbox_dn_2: 0.1721 loss_giou_dn_2: 0.4177 loss_class_dn_3: 0.06873 loss_bbox_dn_3: 0.1669 loss_giou_dn_3: 0.4076 loss_class_dn_4: 0.06533 loss_bbox_dn_4: 0.1652 loss_giou_dn_4: 0.4047 time: 1.1149 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/20 05:54:22 d2.utils.events]: eta: 2 days, 8:15:47 iter: 41399 total_loss: 10.2 loss_class: 0.2713 loss_bbox: 0.1236 loss_giou: 0.402 loss_class_0: 0.319 loss_bbox_0: 0.1314 loss_giou_0: 0.42 loss_class_1: 0.2865 loss_bbox_1: 0.1316 loss_giou_1: 0.4129 loss_class_2: 0.2756 loss_bbox_2: 0.1266 loss_giou_2: 0.4073 loss_class_3: 0.2739 loss_bbox_3: 0.1244 loss_giou_3: 0.4038 loss_class_4: 0.2735 loss_bbox_4: 0.1236 loss_giou_4: 0.4031 loss_class_enc: 0.316 loss_bbox_enc: 0.1502 loss_giou_enc: 0.4659 loss_class_dn: 0.06818 loss_bbox_dn: 0.1709 loss_giou_dn: 0.4102 loss_class_dn_0: 0.1185 loss_bbox_dn_0: 0.2579 loss_giou_dn_0: 0.5553 loss_class_dn_1: 0.08839 loss_bbox_dn_1: 0.201 loss_giou_dn_1: 0.4564 loss_class_dn_2: 0.07608 loss_bbox_dn_2: 0.1772 loss_giou_dn_2: 0.4225 loss_class_dn_3: 0.07226 loss_bbox_dn_3: 0.172 loss_giou_dn_3: 0.4129 loss_class_dn_4: 0.06933 loss_bbox_dn_4: 0.171 loss_giou_dn_4: 0.4103 time: 1.1149 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 05:55:19 d2.utils.events]: eta: 2 days, 8:14:43 iter: 41449 total_loss: 10.12 loss_class: 0.2712 loss_bbox: 0.119 loss_giou: 0.4067 loss_class_0: 0.3178 loss_bbox_0: 0.1266 loss_giou_0: 0.4218 loss_class_1: 0.2885 loss_bbox_1: 0.124 loss_giou_1: 0.4129 loss_class_2: 0.2758 loss_bbox_2: 0.1218 loss_giou_2: 0.4103 loss_class_3: 0.2736 loss_bbox_3: 0.1198 loss_giou_3: 0.4072 loss_class_4: 0.2729 loss_bbox_4: 0.1197 loss_giou_4: 0.4067 loss_class_enc: 0.3148 loss_bbox_enc: 0.1472 loss_giou_enc: 0.4561 loss_class_dn: 0.06797 loss_bbox_dn: 0.166 loss_giou_dn: 0.4098 loss_class_dn_0: 0.1178 loss_bbox_dn_0: 0.2449 loss_giou_dn_0: 0.5587 loss_class_dn_1: 0.08996 loss_bbox_dn_1: 0.1877 loss_giou_dn_1: 0.452 loss_class_dn_2: 0.07665 loss_bbox_dn_2: 0.1698 loss_giou_dn_2: 0.4226 loss_class_dn_3: 0.07379 loss_bbox_dn_3: 0.1663 loss_giou_dn_3: 0.4114 loss_class_dn_4: 0.06929 loss_bbox_dn_4: 0.1662 loss_giou_dn_4: 0.4097 time: 1.1149 data_time: 0.0978 lr: 0.0001 max_mem: 43217M [05/20 05:56:15 d2.utils.events]: eta: 2 days, 8:13:12 iter: 41499 total_loss: 9.829 loss_class: 0.2667 loss_bbox: 0.1148 loss_giou: 0.3912 loss_class_0: 0.3109 loss_bbox_0: 0.1207 loss_giou_0: 0.4095 loss_class_1: 0.2846 loss_bbox_1: 0.1184 loss_giou_1: 0.4036 loss_class_2: 0.273 loss_bbox_2: 0.1172 loss_giou_2: 0.3948 loss_class_3: 0.2709 loss_bbox_3: 0.1158 loss_giou_3: 0.3923 loss_class_4: 0.2676 loss_bbox_4: 0.115 loss_giou_4: 0.3908 loss_class_enc: 0.3125 loss_bbox_enc: 0.1401 loss_giou_enc: 0.4415 loss_class_dn: 0.06641 loss_bbox_dn: 0.1635 loss_giou_dn: 0.3995 loss_class_dn_0: 0.1142 loss_bbox_dn_0: 0.2405 loss_giou_dn_0: 0.5469 loss_class_dn_1: 0.08743 loss_bbox_dn_1: 0.1848 loss_giou_dn_1: 0.4438 loss_class_dn_2: 0.0757 loss_bbox_dn_2: 0.1685 loss_giou_dn_2: 0.4125 loss_class_dn_3: 0.07194 loss_bbox_dn_3: 0.1643 loss_giou_dn_3: 0.4022 loss_class_dn_4: 0.06826 loss_bbox_dn_4: 0.1635 loss_giou_dn_4: 0.3995 time: 1.1149 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 05:57:10 d2.utils.events]: eta: 2 days, 8:10:36 iter: 41549 total_loss: 9.687 loss_class: 0.2609 loss_bbox: 0.1172 loss_giou: 0.3794 loss_class_0: 0.3096 loss_bbox_0: 0.1251 loss_giou_0: 0.4003 loss_class_1: 0.278 loss_bbox_1: 0.1226 loss_giou_1: 0.3938 loss_class_2: 0.2666 loss_bbox_2: 0.12 loss_giou_2: 0.3868 loss_class_3: 0.2658 loss_bbox_3: 0.118 loss_giou_3: 0.3817 loss_class_4: 0.2632 loss_bbox_4: 0.1165 loss_giou_4: 0.3803 loss_class_enc: 0.3091 loss_bbox_enc: 0.141 loss_giou_enc: 0.4354 loss_class_dn: 0.06637 loss_bbox_dn: 0.1701 loss_giou_dn: 0.3936 loss_class_dn_0: 0.1151 loss_bbox_dn_0: 0.2515 loss_giou_dn_0: 0.5397 loss_class_dn_1: 0.08631 loss_bbox_dn_1: 0.1939 loss_giou_dn_1: 0.4388 loss_class_dn_2: 0.07497 loss_bbox_dn_2: 0.1763 loss_giou_dn_2: 0.4067 loss_class_dn_3: 0.07102 loss_bbox_dn_3: 0.1717 loss_giou_dn_3: 0.3957 loss_class_dn_4: 0.06762 loss_bbox_dn_4: 0.17 loss_giou_dn_4: 0.3936 time: 1.1149 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 05:58:06 d2.utils.events]: eta: 2 days, 8:10:16 iter: 41599 total_loss: 10.03 loss_class: 0.2671 loss_bbox: 0.1181 loss_giou: 0.397 loss_class_0: 0.3149 loss_bbox_0: 0.1273 loss_giou_0: 0.4198 loss_class_1: 0.287 loss_bbox_1: 0.1253 loss_giou_1: 0.4089 loss_class_2: 0.2734 loss_bbox_2: 0.1217 loss_giou_2: 0.4049 loss_class_3: 0.2719 loss_bbox_3: 0.1193 loss_giou_3: 0.3989 loss_class_4: 0.2685 loss_bbox_4: 0.1187 loss_giou_4: 0.3977 loss_class_enc: 0.3146 loss_bbox_enc: 0.143 loss_giou_enc: 0.455 loss_class_dn: 0.06547 loss_bbox_dn: 0.1635 loss_giou_dn: 0.4052 loss_class_dn_0: 0.1149 loss_bbox_dn_0: 0.2424 loss_giou_dn_0: 0.5523 loss_class_dn_1: 0.0859 loss_bbox_dn_1: 0.1854 loss_giou_dn_1: 0.4467 loss_class_dn_2: 0.07422 loss_bbox_dn_2: 0.1685 loss_giou_dn_2: 0.4171 loss_class_dn_3: 0.07093 loss_bbox_dn_3: 0.1645 loss_giou_dn_3: 0.407 loss_class_dn_4: 0.06726 loss_bbox_dn_4: 0.1635 loss_giou_dn_4: 0.4051 time: 1.1149 data_time: 0.0932 lr: 0.0001 max_mem: 43217M [05/20 05:59:03 d2.utils.events]: eta: 2 days, 8:08:57 iter: 41649 total_loss: 9.998 loss_class: 0.2656 loss_bbox: 0.1196 loss_giou: 0.3946 loss_class_0: 0.3099 loss_bbox_0: 0.1291 loss_giou_0: 0.4118 loss_class_1: 0.2856 loss_bbox_1: 0.1261 loss_giou_1: 0.4031 loss_class_2: 0.2741 loss_bbox_2: 0.1229 loss_giou_2: 0.4009 loss_class_3: 0.2708 loss_bbox_3: 0.1202 loss_giou_3: 0.3956 loss_class_4: 0.2671 loss_bbox_4: 0.1199 loss_giou_4: 0.3934 loss_class_enc: 0.311 loss_bbox_enc: 0.1471 loss_giou_enc: 0.4486 loss_class_dn: 0.06632 loss_bbox_dn: 0.1707 loss_giou_dn: 0.4058 loss_class_dn_0: 0.1169 loss_bbox_dn_0: 0.2563 loss_giou_dn_0: 0.55 loss_class_dn_1: 0.08808 loss_bbox_dn_1: 0.1956 loss_giou_dn_1: 0.4486 loss_class_dn_2: 0.07483 loss_bbox_dn_2: 0.1769 loss_giou_dn_2: 0.4174 loss_class_dn_3: 0.07077 loss_bbox_dn_3: 0.1717 loss_giou_dn_3: 0.4087 loss_class_dn_4: 0.06747 loss_bbox_dn_4: 0.1707 loss_giou_dn_4: 0.4059 time: 1.1149 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 05:59:59 d2.utils.events]: eta: 2 days, 8:07:05 iter: 41699 total_loss: 9.671 loss_class: 0.2572 loss_bbox: 0.1193 loss_giou: 0.3916 loss_class_0: 0.305 loss_bbox_0: 0.1267 loss_giou_0: 0.4067 loss_class_1: 0.2776 loss_bbox_1: 0.1234 loss_giou_1: 0.4015 loss_class_2: 0.2649 loss_bbox_2: 0.1214 loss_giou_2: 0.395 loss_class_3: 0.2627 loss_bbox_3: 0.1196 loss_giou_3: 0.391 loss_class_4: 0.2596 loss_bbox_4: 0.1198 loss_giou_4: 0.3928 loss_class_enc: 0.3064 loss_bbox_enc: 0.1434 loss_giou_enc: 0.4399 loss_class_dn: 0.06877 loss_bbox_dn: 0.1618 loss_giou_dn: 0.397 loss_class_dn_0: 0.1132 loss_bbox_dn_0: 0.2434 loss_giou_dn_0: 0.5495 loss_class_dn_1: 0.08522 loss_bbox_dn_1: 0.1833 loss_giou_dn_1: 0.4441 loss_class_dn_2: 0.07567 loss_bbox_dn_2: 0.1671 loss_giou_dn_2: 0.411 loss_class_dn_3: 0.0724 loss_bbox_dn_3: 0.1626 loss_giou_dn_3: 0.4 loss_class_dn_4: 0.07024 loss_bbox_dn_4: 0.1618 loss_giou_dn_4: 0.397 time: 1.1149 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 06:00:55 d2.utils.events]: eta: 2 days, 8:09:06 iter: 41749 total_loss: 10.05 loss_class: 0.2672 loss_bbox: 0.1179 loss_giou: 0.404 loss_class_0: 0.3148 loss_bbox_0: 0.1278 loss_giou_0: 0.424 loss_class_1: 0.2839 loss_bbox_1: 0.1243 loss_giou_1: 0.4142 loss_class_2: 0.2703 loss_bbox_2: 0.1209 loss_giou_2: 0.4101 loss_class_3: 0.2705 loss_bbox_3: 0.1197 loss_giou_3: 0.407 loss_class_4: 0.2685 loss_bbox_4: 0.118 loss_giou_4: 0.4047 loss_class_enc: 0.3125 loss_bbox_enc: 0.143 loss_giou_enc: 0.4557 loss_class_dn: 0.06761 loss_bbox_dn: 0.1717 loss_giou_dn: 0.4087 loss_class_dn_0: 0.1163 loss_bbox_dn_0: 0.2527 loss_giou_dn_0: 0.5516 loss_class_dn_1: 0.08696 loss_bbox_dn_1: 0.1988 loss_giou_dn_1: 0.4477 loss_class_dn_2: 0.07534 loss_bbox_dn_2: 0.1786 loss_giou_dn_2: 0.4217 loss_class_dn_3: 0.07202 loss_bbox_dn_3: 0.1728 loss_giou_dn_3: 0.411 loss_class_dn_4: 0.06906 loss_bbox_dn_4: 0.1719 loss_giou_dn_4: 0.4088 time: 1.1149 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 06:01:51 d2.utils.events]: eta: 2 days, 8:07:05 iter: 41799 total_loss: 9.994 loss_class: 0.2653 loss_bbox: 0.1156 loss_giou: 0.398 loss_class_0: 0.3079 loss_bbox_0: 0.1272 loss_giou_0: 0.4137 loss_class_1: 0.2834 loss_bbox_1: 0.1223 loss_giou_1: 0.4063 loss_class_2: 0.2715 loss_bbox_2: 0.1175 loss_giou_2: 0.4028 loss_class_3: 0.2686 loss_bbox_3: 0.1162 loss_giou_3: 0.3989 loss_class_4: 0.2656 loss_bbox_4: 0.1151 loss_giou_4: 0.3982 loss_class_enc: 0.3072 loss_bbox_enc: 0.1434 loss_giou_enc: 0.4492 loss_class_dn: 0.06665 loss_bbox_dn: 0.169 loss_giou_dn: 0.4061 loss_class_dn_0: 0.114 loss_bbox_dn_0: 0.2474 loss_giou_dn_0: 0.5566 loss_class_dn_1: 0.0872 loss_bbox_dn_1: 0.1908 loss_giou_dn_1: 0.4495 loss_class_dn_2: 0.07613 loss_bbox_dn_2: 0.175 loss_giou_dn_2: 0.42 loss_class_dn_3: 0.07209 loss_bbox_dn_3: 0.17 loss_giou_dn_3: 0.409 loss_class_dn_4: 0.06777 loss_bbox_dn_4: 0.1692 loss_giou_dn_4: 0.4059 time: 1.1149 data_time: 0.0926 lr: 0.0001 max_mem: 43217M [05/20 06:02:47 d2.utils.events]: eta: 2 days, 8:04:20 iter: 41849 total_loss: 10.06 loss_class: 0.2696 loss_bbox: 0.1207 loss_giou: 0.4118 loss_class_0: 0.3126 loss_bbox_0: 0.131 loss_giou_0: 0.4288 loss_class_1: 0.2838 loss_bbox_1: 0.1251 loss_giou_1: 0.4277 loss_class_2: 0.2725 loss_bbox_2: 0.1242 loss_giou_2: 0.4174 loss_class_3: 0.2709 loss_bbox_3: 0.1217 loss_giou_3: 0.4134 loss_class_4: 0.2691 loss_bbox_4: 0.1217 loss_giou_4: 0.4116 loss_class_enc: 0.3132 loss_bbox_enc: 0.1461 loss_giou_enc: 0.4614 loss_class_dn: 0.066 loss_bbox_dn: 0.1778 loss_giou_dn: 0.4145 loss_class_dn_0: 0.1148 loss_bbox_dn_0: 0.259 loss_giou_dn_0: 0.5606 loss_class_dn_1: 0.08672 loss_bbox_dn_1: 0.1995 loss_giou_dn_1: 0.4584 loss_class_dn_2: 0.07483 loss_bbox_dn_2: 0.1826 loss_giou_dn_2: 0.4278 loss_class_dn_3: 0.07094 loss_bbox_dn_3: 0.1783 loss_giou_dn_3: 0.4172 loss_class_dn_4: 0.06755 loss_bbox_dn_4: 0.1779 loss_giou_dn_4: 0.4145 time: 1.1149 data_time: 0.0891 lr: 0.0001 max_mem: 43217M [05/20 06:03:42 d2.utils.events]: eta: 2 days, 8:04:17 iter: 41899 total_loss: 9.878 loss_class: 0.2575 loss_bbox: 0.1182 loss_giou: 0.4001 loss_class_0: 0.3012 loss_bbox_0: 0.1278 loss_giou_0: 0.4136 loss_class_1: 0.2733 loss_bbox_1: 0.1233 loss_giou_1: 0.4083 loss_class_2: 0.2631 loss_bbox_2: 0.1205 loss_giou_2: 0.4024 loss_class_3: 0.262 loss_bbox_3: 0.1187 loss_giou_3: 0.3997 loss_class_4: 0.2587 loss_bbox_4: 0.1185 loss_giou_4: 0.4008 loss_class_enc: 0.3028 loss_bbox_enc: 0.141 loss_giou_enc: 0.4498 loss_class_dn: 0.06601 loss_bbox_dn: 0.1586 loss_giou_dn: 0.4016 loss_class_dn_0: 0.1167 loss_bbox_dn_0: 0.2394 loss_giou_dn_0: 0.5472 loss_class_dn_1: 0.08973 loss_bbox_dn_1: 0.1829 loss_giou_dn_1: 0.4452 loss_class_dn_2: 0.07541 loss_bbox_dn_2: 0.1641 loss_giou_dn_2: 0.4137 loss_class_dn_3: 0.07094 loss_bbox_dn_3: 0.1597 loss_giou_dn_3: 0.404 loss_class_dn_4: 0.06783 loss_bbox_dn_4: 0.1586 loss_giou_dn_4: 0.4016 time: 1.1149 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 06:04:38 d2.utils.events]: eta: 2 days, 8:04:04 iter: 41949 total_loss: 9.656 loss_class: 0.259 loss_bbox: 0.1153 loss_giou: 0.3815 loss_class_0: 0.306 loss_bbox_0: 0.1227 loss_giou_0: 0.3972 loss_class_1: 0.2775 loss_bbox_1: 0.1217 loss_giou_1: 0.3949 loss_class_2: 0.2653 loss_bbox_2: 0.1181 loss_giou_2: 0.3901 loss_class_3: 0.264 loss_bbox_3: 0.1147 loss_giou_3: 0.3839 loss_class_4: 0.26 loss_bbox_4: 0.1159 loss_giou_4: 0.3832 loss_class_enc: 0.3056 loss_bbox_enc: 0.1374 loss_giou_enc: 0.4313 loss_class_dn: 0.06399 loss_bbox_dn: 0.1614 loss_giou_dn: 0.3921 loss_class_dn_0: 0.1126 loss_bbox_dn_0: 0.2435 loss_giou_dn_0: 0.5356 loss_class_dn_1: 0.08377 loss_bbox_dn_1: 0.1878 loss_giou_dn_1: 0.4333 loss_class_dn_2: 0.07256 loss_bbox_dn_2: 0.1678 loss_giou_dn_2: 0.4051 loss_class_dn_3: 0.06946 loss_bbox_dn_3: 0.1632 loss_giou_dn_3: 0.3949 loss_class_dn_4: 0.06578 loss_bbox_dn_4: 0.1615 loss_giou_dn_4: 0.3921 time: 1.1149 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 06:05:34 d2.utils.events]: eta: 2 days, 8:05:54 iter: 41999 total_loss: 9.744 loss_class: 0.2618 loss_bbox: 0.1166 loss_giou: 0.3887 loss_class_0: 0.305 loss_bbox_0: 0.125 loss_giou_0: 0.4054 loss_class_1: 0.2778 loss_bbox_1: 0.1239 loss_giou_1: 0.401 loss_class_2: 0.267 loss_bbox_2: 0.119 loss_giou_2: 0.396 loss_class_3: 0.2652 loss_bbox_3: 0.1175 loss_giou_3: 0.3912 loss_class_4: 0.2615 loss_bbox_4: 0.1168 loss_giou_4: 0.3893 loss_class_enc: 0.3046 loss_bbox_enc: 0.1423 loss_giou_enc: 0.4414 loss_class_dn: 0.06545 loss_bbox_dn: 0.1662 loss_giou_dn: 0.4029 loss_class_dn_0: 0.1165 loss_bbox_dn_0: 0.2432 loss_giou_dn_0: 0.5458 loss_class_dn_1: 0.08818 loss_bbox_dn_1: 0.189 loss_giou_dn_1: 0.4457 loss_class_dn_2: 0.07507 loss_bbox_dn_2: 0.1715 loss_giou_dn_2: 0.415 loss_class_dn_3: 0.07081 loss_bbox_dn_3: 0.1674 loss_giou_dn_3: 0.4056 loss_class_dn_4: 0.06727 loss_bbox_dn_4: 0.1663 loss_giou_dn_4: 0.4026 time: 1.1149 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 06:06:30 d2.utils.events]: eta: 2 days, 8:05:49 iter: 42049 total_loss: 10.01 loss_class: 0.2658 loss_bbox: 0.1184 loss_giou: 0.3938 loss_class_0: 0.3117 loss_bbox_0: 0.1312 loss_giou_0: 0.4149 loss_class_1: 0.2819 loss_bbox_1: 0.126 loss_giou_1: 0.4075 loss_class_2: 0.2705 loss_bbox_2: 0.1233 loss_giou_2: 0.4016 loss_class_3: 0.2689 loss_bbox_3: 0.1211 loss_giou_3: 0.3965 loss_class_4: 0.2668 loss_bbox_4: 0.1187 loss_giou_4: 0.3941 loss_class_enc: 0.3125 loss_bbox_enc: 0.1465 loss_giou_enc: 0.4455 loss_class_dn: 0.06606 loss_bbox_dn: 0.1795 loss_giou_dn: 0.4032 loss_class_dn_0: 0.1176 loss_bbox_dn_0: 0.262 loss_giou_dn_0: 0.5431 loss_class_dn_1: 0.08755 loss_bbox_dn_1: 0.202 loss_giou_dn_1: 0.4433 loss_class_dn_2: 0.07552 loss_bbox_dn_2: 0.1846 loss_giou_dn_2: 0.4125 loss_class_dn_3: 0.07135 loss_bbox_dn_3: 0.1806 loss_giou_dn_3: 0.4059 loss_class_dn_4: 0.06739 loss_bbox_dn_4: 0.1796 loss_giou_dn_4: 0.403 time: 1.1149 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 06:07:26 d2.utils.events]: eta: 2 days, 8:03:20 iter: 42099 total_loss: 9.737 loss_class: 0.2592 loss_bbox: 0.1201 loss_giou: 0.3812 loss_class_0: 0.3004 loss_bbox_0: 0.1296 loss_giou_0: 0.4006 loss_class_1: 0.2746 loss_bbox_1: 0.1268 loss_giou_1: 0.3918 loss_class_2: 0.2635 loss_bbox_2: 0.1245 loss_giou_2: 0.3901 loss_class_3: 0.2612 loss_bbox_3: 0.1209 loss_giou_3: 0.3846 loss_class_4: 0.2599 loss_bbox_4: 0.12 loss_giou_4: 0.3817 loss_class_enc: 0.302 loss_bbox_enc: 0.1454 loss_giou_enc: 0.4339 loss_class_dn: 0.06366 loss_bbox_dn: 0.1674 loss_giou_dn: 0.3898 loss_class_dn_0: 0.1144 loss_bbox_dn_0: 0.2506 loss_giou_dn_0: 0.539 loss_class_dn_1: 0.08393 loss_bbox_dn_1: 0.1906 loss_giou_dn_1: 0.4315 loss_class_dn_2: 0.07176 loss_bbox_dn_2: 0.173 loss_giou_dn_2: 0.4028 loss_class_dn_3: 0.06906 loss_bbox_dn_3: 0.1686 loss_giou_dn_3: 0.3926 loss_class_dn_4: 0.0644 loss_bbox_dn_4: 0.1674 loss_giou_dn_4: 0.3896 time: 1.1149 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 06:08:23 d2.utils.events]: eta: 2 days, 8:04:17 iter: 42149 total_loss: 10.09 loss_class: 0.2686 loss_bbox: 0.1206 loss_giou: 0.4025 loss_class_0: 0.3109 loss_bbox_0: 0.1326 loss_giou_0: 0.4191 loss_class_1: 0.2856 loss_bbox_1: 0.1295 loss_giou_1: 0.4155 loss_class_2: 0.2758 loss_bbox_2: 0.1234 loss_giou_2: 0.4098 loss_class_3: 0.2717 loss_bbox_3: 0.1218 loss_giou_3: 0.4033 loss_class_4: 0.2695 loss_bbox_4: 0.1214 loss_giou_4: 0.4026 loss_class_enc: 0.3115 loss_bbox_enc: 0.1495 loss_giou_enc: 0.4525 loss_class_dn: 0.06488 loss_bbox_dn: 0.1668 loss_giou_dn: 0.4087 loss_class_dn_0: 0.1127 loss_bbox_dn_0: 0.2612 loss_giou_dn_0: 0.5606 loss_class_dn_1: 0.08479 loss_bbox_dn_1: 0.1926 loss_giou_dn_1: 0.4506 loss_class_dn_2: 0.0727 loss_bbox_dn_2: 0.1734 loss_giou_dn_2: 0.4221 loss_class_dn_3: 0.07037 loss_bbox_dn_3: 0.1684 loss_giou_dn_3: 0.4113 loss_class_dn_4: 0.06704 loss_bbox_dn_4: 0.1669 loss_giou_dn_4: 0.4085 time: 1.1149 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 06:09:19 d2.utils.events]: eta: 2 days, 8:01:34 iter: 42199 total_loss: 10.01 loss_class: 0.268 loss_bbox: 0.1196 loss_giou: 0.3948 loss_class_0: 0.3091 loss_bbox_0: 0.1302 loss_giou_0: 0.415 loss_class_1: 0.2845 loss_bbox_1: 0.128 loss_giou_1: 0.4081 loss_class_2: 0.2726 loss_bbox_2: 0.1224 loss_giou_2: 0.4039 loss_class_3: 0.2705 loss_bbox_3: 0.1206 loss_giou_3: 0.3983 loss_class_4: 0.2698 loss_bbox_4: 0.1199 loss_giou_4: 0.3963 loss_class_enc: 0.3117 loss_bbox_enc: 0.1451 loss_giou_enc: 0.4456 loss_class_dn: 0.06764 loss_bbox_dn: 0.1692 loss_giou_dn: 0.4039 loss_class_dn_0: 0.1165 loss_bbox_dn_0: 0.2425 loss_giou_dn_0: 0.5511 loss_class_dn_1: 0.08814 loss_bbox_dn_1: 0.1898 loss_giou_dn_1: 0.4496 loss_class_dn_2: 0.07559 loss_bbox_dn_2: 0.1749 loss_giou_dn_2: 0.4186 loss_class_dn_3: 0.07225 loss_bbox_dn_3: 0.1702 loss_giou_dn_3: 0.4077 loss_class_dn_4: 0.06935 loss_bbox_dn_4: 0.1692 loss_giou_dn_4: 0.4037 time: 1.1149 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 06:10:14 d2.utils.events]: eta: 2 days, 7:59:06 iter: 42249 total_loss: 10.01 loss_class: 0.2663 loss_bbox: 0.1208 loss_giou: 0.405 loss_class_0: 0.31 loss_bbox_0: 0.1303 loss_giou_0: 0.4209 loss_class_1: 0.281 loss_bbox_1: 0.1289 loss_giou_1: 0.4182 loss_class_2: 0.2699 loss_bbox_2: 0.1239 loss_giou_2: 0.4124 loss_class_3: 0.2698 loss_bbox_3: 0.1215 loss_giou_3: 0.4069 loss_class_4: 0.2677 loss_bbox_4: 0.1212 loss_giou_4: 0.4034 loss_class_enc: 0.3095 loss_bbox_enc: 0.1476 loss_giou_enc: 0.4569 loss_class_dn: 0.06761 loss_bbox_dn: 0.1637 loss_giou_dn: 0.4106 loss_class_dn_0: 0.119 loss_bbox_dn_0: 0.2446 loss_giou_dn_0: 0.5596 loss_class_dn_1: 0.08878 loss_bbox_dn_1: 0.188 loss_giou_dn_1: 0.4541 loss_class_dn_2: 0.07576 loss_bbox_dn_2: 0.1695 loss_giou_dn_2: 0.4246 loss_class_dn_3: 0.07245 loss_bbox_dn_3: 0.1646 loss_giou_dn_3: 0.4139 loss_class_dn_4: 0.06826 loss_bbox_dn_4: 0.1638 loss_giou_dn_4: 0.4105 time: 1.1149 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 06:11:09 d2.utils.events]: eta: 2 days, 7:55:14 iter: 42299 total_loss: 9.772 loss_class: 0.2542 loss_bbox: 0.1153 loss_giou: 0.3961 loss_class_0: 0.3007 loss_bbox_0: 0.1238 loss_giou_0: 0.4152 loss_class_1: 0.2734 loss_bbox_1: 0.1219 loss_giou_1: 0.4099 loss_class_2: 0.2603 loss_bbox_2: 0.1183 loss_giou_2: 0.4035 loss_class_3: 0.2578 loss_bbox_3: 0.1165 loss_giou_3: 0.3972 loss_class_4: 0.2554 loss_bbox_4: 0.1146 loss_giou_4: 0.3953 loss_class_enc: 0.305 loss_bbox_enc: 0.1426 loss_giou_enc: 0.4521 loss_class_dn: 0.0638 loss_bbox_dn: 0.1577 loss_giou_dn: 0.3945 loss_class_dn_0: 0.1143 loss_bbox_dn_0: 0.2415 loss_giou_dn_0: 0.5462 loss_class_dn_1: 0.08526 loss_bbox_dn_1: 0.1805 loss_giou_dn_1: 0.4382 loss_class_dn_2: 0.07275 loss_bbox_dn_2: 0.1625 loss_giou_dn_2: 0.4065 loss_class_dn_3: 0.06916 loss_bbox_dn_3: 0.1584 loss_giou_dn_3: 0.3963 loss_class_dn_4: 0.06465 loss_bbox_dn_4: 0.1579 loss_giou_dn_4: 0.3945 time: 1.1149 data_time: 0.0923 lr: 0.0001 max_mem: 43217M [05/20 06:12:04 d2.utils.events]: eta: 2 days, 7:53:07 iter: 42349 total_loss: 10.1 loss_class: 0.2689 loss_bbox: 0.1168 loss_giou: 0.4001 loss_class_0: 0.3123 loss_bbox_0: 0.1289 loss_giou_0: 0.4193 loss_class_1: 0.2849 loss_bbox_1: 0.1246 loss_giou_1: 0.4088 loss_class_2: 0.2758 loss_bbox_2: 0.1212 loss_giou_2: 0.4056 loss_class_3: 0.2732 loss_bbox_3: 0.1184 loss_giou_3: 0.4004 loss_class_4: 0.2717 loss_bbox_4: 0.1179 loss_giou_4: 0.3988 loss_class_enc: 0.3165 loss_bbox_enc: 0.1448 loss_giou_enc: 0.4528 loss_class_dn: 0.06668 loss_bbox_dn: 0.1708 loss_giou_dn: 0.4103 loss_class_dn_0: 0.1183 loss_bbox_dn_0: 0.2506 loss_giou_dn_0: 0.5512 loss_class_dn_1: 0.08864 loss_bbox_dn_1: 0.1935 loss_giou_dn_1: 0.4517 loss_class_dn_2: 0.076 loss_bbox_dn_2: 0.1749 loss_giou_dn_2: 0.424 loss_class_dn_3: 0.07271 loss_bbox_dn_3: 0.1719 loss_giou_dn_3: 0.4129 loss_class_dn_4: 0.06842 loss_bbox_dn_4: 0.1709 loss_giou_dn_4: 0.4104 time: 1.1149 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 06:13:01 d2.utils.events]: eta: 2 days, 7:54:14 iter: 42399 total_loss: 10.07 loss_class: 0.2745 loss_bbox: 0.1162 loss_giou: 0.3993 loss_class_0: 0.317 loss_bbox_0: 0.1261 loss_giou_0: 0.4112 loss_class_1: 0.2886 loss_bbox_1: 0.1214 loss_giou_1: 0.4076 loss_class_2: 0.2776 loss_bbox_2: 0.1182 loss_giou_2: 0.4021 loss_class_3: 0.2779 loss_bbox_3: 0.1163 loss_giou_3: 0.4013 loss_class_4: 0.2752 loss_bbox_4: 0.1166 loss_giou_4: 0.3986 loss_class_enc: 0.3134 loss_bbox_enc: 0.1421 loss_giou_enc: 0.45 loss_class_dn: 0.06767 loss_bbox_dn: 0.1645 loss_giou_dn: 0.4062 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.2465 loss_giou_dn_0: 0.5502 loss_class_dn_1: 0.08948 loss_bbox_dn_1: 0.19 loss_giou_dn_1: 0.4513 loss_class_dn_2: 0.07683 loss_bbox_dn_2: 0.1705 loss_giou_dn_2: 0.4192 loss_class_dn_3: 0.07345 loss_bbox_dn_3: 0.1656 loss_giou_dn_3: 0.4085 loss_class_dn_4: 0.06946 loss_bbox_dn_4: 0.1646 loss_giou_dn_4: 0.4063 time: 1.1149 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 06:13:57 d2.utils.events]: eta: 2 days, 7:51:48 iter: 42449 total_loss: 9.962 loss_class: 0.2717 loss_bbox: 0.1192 loss_giou: 0.3936 loss_class_0: 0.3191 loss_bbox_0: 0.1268 loss_giou_0: 0.415 loss_class_1: 0.294 loss_bbox_1: 0.1235 loss_giou_1: 0.4073 loss_class_2: 0.2748 loss_bbox_2: 0.1205 loss_giou_2: 0.3983 loss_class_3: 0.2731 loss_bbox_3: 0.1205 loss_giou_3: 0.3952 loss_class_4: 0.272 loss_bbox_4: 0.1194 loss_giou_4: 0.3909 loss_class_enc: 0.3152 loss_bbox_enc: 0.1435 loss_giou_enc: 0.4496 loss_class_dn: 0.06702 loss_bbox_dn: 0.1592 loss_giou_dn: 0.4022 loss_class_dn_0: 0.1175 loss_bbox_dn_0: 0.2423 loss_giou_dn_0: 0.5451 loss_class_dn_1: 0.08791 loss_bbox_dn_1: 0.1847 loss_giou_dn_1: 0.444 loss_class_dn_2: 0.0755 loss_bbox_dn_2: 0.1661 loss_giou_dn_2: 0.4137 loss_class_dn_3: 0.07193 loss_bbox_dn_3: 0.1606 loss_giou_dn_3: 0.4051 loss_class_dn_4: 0.0686 loss_bbox_dn_4: 0.1591 loss_giou_dn_4: 0.4021 time: 1.1149 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 06:14:53 d2.utils.events]: eta: 2 days, 7:49:11 iter: 42499 total_loss: 9.814 loss_class: 0.2641 loss_bbox: 0.1159 loss_giou: 0.3929 loss_class_0: 0.3072 loss_bbox_0: 0.1258 loss_giou_0: 0.4155 loss_class_1: 0.2799 loss_bbox_1: 0.1238 loss_giou_1: 0.4076 loss_class_2: 0.2704 loss_bbox_2: 0.1183 loss_giou_2: 0.4012 loss_class_3: 0.2676 loss_bbox_3: 0.1178 loss_giou_3: 0.3944 loss_class_4: 0.2653 loss_bbox_4: 0.1163 loss_giou_4: 0.3926 loss_class_enc: 0.3102 loss_bbox_enc: 0.1392 loss_giou_enc: 0.4419 loss_class_dn: 0.06526 loss_bbox_dn: 0.1641 loss_giou_dn: 0.3967 loss_class_dn_0: 0.1173 loss_bbox_dn_0: 0.2455 loss_giou_dn_0: 0.5387 loss_class_dn_1: 0.08707 loss_bbox_dn_1: 0.1865 loss_giou_dn_1: 0.4409 loss_class_dn_2: 0.07401 loss_bbox_dn_2: 0.1691 loss_giou_dn_2: 0.4094 loss_class_dn_3: 0.07037 loss_bbox_dn_3: 0.1645 loss_giou_dn_3: 0.3992 loss_class_dn_4: 0.0664 loss_bbox_dn_4: 0.1641 loss_giou_dn_4: 0.3967 time: 1.1149 data_time: 0.1021 lr: 0.0001 max_mem: 43217M [05/20 06:15:49 d2.utils.events]: eta: 2 days, 7:52:00 iter: 42549 total_loss: 9.911 loss_class: 0.2636 loss_bbox: 0.1163 loss_giou: 0.3966 loss_class_0: 0.3076 loss_bbox_0: 0.1285 loss_giou_0: 0.4183 loss_class_1: 0.2824 loss_bbox_1: 0.1248 loss_giou_1: 0.4119 loss_class_2: 0.2699 loss_bbox_2: 0.1201 loss_giou_2: 0.4066 loss_class_3: 0.2674 loss_bbox_3: 0.1179 loss_giou_3: 0.3997 loss_class_4: 0.2652 loss_bbox_4: 0.1169 loss_giou_4: 0.398 loss_class_enc: 0.3085 loss_bbox_enc: 0.1428 loss_giou_enc: 0.4511 loss_class_dn: 0.06611 loss_bbox_dn: 0.1653 loss_giou_dn: 0.4028 loss_class_dn_0: 0.1145 loss_bbox_dn_0: 0.2472 loss_giou_dn_0: 0.559 loss_class_dn_1: 0.08584 loss_bbox_dn_1: 0.1909 loss_giou_dn_1: 0.4491 loss_class_dn_2: 0.07569 loss_bbox_dn_2: 0.172 loss_giou_dn_2: 0.4172 loss_class_dn_3: 0.0713 loss_bbox_dn_3: 0.1666 loss_giou_dn_3: 0.4058 loss_class_dn_4: 0.06771 loss_bbox_dn_4: 0.1653 loss_giou_dn_4: 0.4028 time: 1.1149 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 06:16:45 d2.utils.events]: eta: 2 days, 7:54:06 iter: 42599 total_loss: 10.07 loss_class: 0.2685 loss_bbox: 0.1201 loss_giou: 0.392 loss_class_0: 0.3126 loss_bbox_0: 0.1292 loss_giou_0: 0.4118 loss_class_1: 0.2837 loss_bbox_1: 0.127 loss_giou_1: 0.4064 loss_class_2: 0.2692 loss_bbox_2: 0.1216 loss_giou_2: 0.4019 loss_class_3: 0.2696 loss_bbox_3: 0.122 loss_giou_3: 0.3963 loss_class_4: 0.2682 loss_bbox_4: 0.1207 loss_giou_4: 0.3923 loss_class_enc: 0.3118 loss_bbox_enc: 0.1462 loss_giou_enc: 0.4428 loss_class_dn: 0.06742 loss_bbox_dn: 0.166 loss_giou_dn: 0.4086 loss_class_dn_0: 0.1158 loss_bbox_dn_0: 0.2485 loss_giou_dn_0: 0.5521 loss_class_dn_1: 0.08801 loss_bbox_dn_1: 0.191 loss_giou_dn_1: 0.4485 loss_class_dn_2: 0.0753 loss_bbox_dn_2: 0.1721 loss_giou_dn_2: 0.4207 loss_class_dn_3: 0.07216 loss_bbox_dn_3: 0.167 loss_giou_dn_3: 0.4102 loss_class_dn_4: 0.06868 loss_bbox_dn_4: 0.1661 loss_giou_dn_4: 0.4086 time: 1.1149 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 06:17:41 d2.utils.events]: eta: 2 days, 7:47:35 iter: 42649 total_loss: 9.843 loss_class: 0.263 loss_bbox: 0.1168 loss_giou: 0.3847 loss_class_0: 0.3051 loss_bbox_0: 0.1288 loss_giou_0: 0.4063 loss_class_1: 0.2758 loss_bbox_1: 0.1238 loss_giou_1: 0.397 loss_class_2: 0.268 loss_bbox_2: 0.1194 loss_giou_2: 0.3935 loss_class_3: 0.2659 loss_bbox_3: 0.1173 loss_giou_3: 0.3873 loss_class_4: 0.2647 loss_bbox_4: 0.1167 loss_giou_4: 0.3849 loss_class_enc: 0.3082 loss_bbox_enc: 0.1455 loss_giou_enc: 0.4395 loss_class_dn: 0.06386 loss_bbox_dn: 0.1723 loss_giou_dn: 0.3961 loss_class_dn_0: 0.112 loss_bbox_dn_0: 0.2621 loss_giou_dn_0: 0.5398 loss_class_dn_1: 0.08362 loss_bbox_dn_1: 0.2006 loss_giou_dn_1: 0.441 loss_class_dn_2: 0.07305 loss_bbox_dn_2: 0.1794 loss_giou_dn_2: 0.4097 loss_class_dn_3: 0.06904 loss_bbox_dn_3: 0.174 loss_giou_dn_3: 0.3985 loss_class_dn_4: 0.06585 loss_bbox_dn_4: 0.1724 loss_giou_dn_4: 0.3961 time: 1.1149 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 06:18:36 d2.utils.events]: eta: 2 days, 7:51:00 iter: 42699 total_loss: 9.968 loss_class: 0.263 loss_bbox: 0.1132 loss_giou: 0.3924 loss_class_0: 0.3021 loss_bbox_0: 0.1251 loss_giou_0: 0.4133 loss_class_1: 0.2781 loss_bbox_1: 0.1196 loss_giou_1: 0.4077 loss_class_2: 0.2667 loss_bbox_2: 0.1175 loss_giou_2: 0.4016 loss_class_3: 0.265 loss_bbox_3: 0.1154 loss_giou_3: 0.3963 loss_class_4: 0.2637 loss_bbox_4: 0.1137 loss_giou_4: 0.394 loss_class_enc: 0.3043 loss_bbox_enc: 0.1421 loss_giou_enc: 0.4482 loss_class_dn: 0.06309 loss_bbox_dn: 0.1692 loss_giou_dn: 0.407 loss_class_dn_0: 0.1128 loss_bbox_dn_0: 0.248 loss_giou_dn_0: 0.5519 loss_class_dn_1: 0.08476 loss_bbox_dn_1: 0.1912 loss_giou_dn_1: 0.4494 loss_class_dn_2: 0.07176 loss_bbox_dn_2: 0.174 loss_giou_dn_2: 0.4196 loss_class_dn_3: 0.06788 loss_bbox_dn_3: 0.1704 loss_giou_dn_3: 0.4091 loss_class_dn_4: 0.06435 loss_bbox_dn_4: 0.1693 loss_giou_dn_4: 0.4069 time: 1.1149 data_time: 0.0941 lr: 0.0001 max_mem: 43217M [05/20 06:19:33 d2.utils.events]: eta: 2 days, 7:47:34 iter: 42749 total_loss: 10.01 loss_class: 0.2642 loss_bbox: 0.1123 loss_giou: 0.4002 loss_class_0: 0.3093 loss_bbox_0: 0.1214 loss_giou_0: 0.4156 loss_class_1: 0.2821 loss_bbox_1: 0.1174 loss_giou_1: 0.4105 loss_class_2: 0.2725 loss_bbox_2: 0.114 loss_giou_2: 0.4035 loss_class_3: 0.2685 loss_bbox_3: 0.1118 loss_giou_3: 0.3998 loss_class_4: 0.2669 loss_bbox_4: 0.1118 loss_giou_4: 0.4004 loss_class_enc: 0.3096 loss_bbox_enc: 0.1393 loss_giou_enc: 0.4493 loss_class_dn: 0.06657 loss_bbox_dn: 0.1613 loss_giou_dn: 0.4023 loss_class_dn_0: 0.1166 loss_bbox_dn_0: 0.2413 loss_giou_dn_0: 0.5518 loss_class_dn_1: 0.08688 loss_bbox_dn_1: 0.1871 loss_giou_dn_1: 0.4449 loss_class_dn_2: 0.07562 loss_bbox_dn_2: 0.169 loss_giou_dn_2: 0.4138 loss_class_dn_3: 0.07183 loss_bbox_dn_3: 0.163 loss_giou_dn_3: 0.4041 loss_class_dn_4: 0.06831 loss_bbox_dn_4: 0.1612 loss_giou_dn_4: 0.4022 time: 1.1149 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 06:20:29 d2.utils.events]: eta: 2 days, 7:47:27 iter: 42799 total_loss: 9.876 loss_class: 0.264 loss_bbox: 0.1138 loss_giou: 0.3921 loss_class_0: 0.308 loss_bbox_0: 0.1238 loss_giou_0: 0.4101 loss_class_1: 0.2846 loss_bbox_1: 0.1208 loss_giou_1: 0.4038 loss_class_2: 0.2714 loss_bbox_2: 0.1174 loss_giou_2: 0.3966 loss_class_3: 0.2687 loss_bbox_3: 0.1152 loss_giou_3: 0.3929 loss_class_4: 0.2653 loss_bbox_4: 0.1135 loss_giou_4: 0.3921 loss_class_enc: 0.3115 loss_bbox_enc: 0.1381 loss_giou_enc: 0.4382 loss_class_dn: 0.06948 loss_bbox_dn: 0.1635 loss_giou_dn: 0.4057 loss_class_dn_0: 0.1192 loss_bbox_dn_0: 0.2401 loss_giou_dn_0: 0.5501 loss_class_dn_1: 0.0909 loss_bbox_dn_1: 0.1829 loss_giou_dn_1: 0.4504 loss_class_dn_2: 0.07803 loss_bbox_dn_2: 0.1671 loss_giou_dn_2: 0.4184 loss_class_dn_3: 0.07462 loss_bbox_dn_3: 0.1634 loss_giou_dn_3: 0.4084 loss_class_dn_4: 0.07062 loss_bbox_dn_4: 0.1635 loss_giou_dn_4: 0.4056 time: 1.1149 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 06:21:24 d2.utils.events]: eta: 2 days, 7:49:30 iter: 42849 total_loss: 9.859 loss_class: 0.2651 loss_bbox: 0.1181 loss_giou: 0.3911 loss_class_0: 0.3097 loss_bbox_0: 0.128 loss_giou_0: 0.4104 loss_class_1: 0.2819 loss_bbox_1: 0.1244 loss_giou_1: 0.3998 loss_class_2: 0.2695 loss_bbox_2: 0.1208 loss_giou_2: 0.3969 loss_class_3: 0.2674 loss_bbox_3: 0.1186 loss_giou_3: 0.3935 loss_class_4: 0.2668 loss_bbox_4: 0.1177 loss_giou_4: 0.3911 loss_class_enc: 0.309 loss_bbox_enc: 0.1442 loss_giou_enc: 0.4436 loss_class_dn: 0.0664 loss_bbox_dn: 0.1649 loss_giou_dn: 0.3971 loss_class_dn_0: 0.1164 loss_bbox_dn_0: 0.2519 loss_giou_dn_0: 0.5494 loss_class_dn_1: 0.08716 loss_bbox_dn_1: 0.1916 loss_giou_dn_1: 0.4419 loss_class_dn_2: 0.07449 loss_bbox_dn_2: 0.1727 loss_giou_dn_2: 0.4098 loss_class_dn_3: 0.07071 loss_bbox_dn_3: 0.1662 loss_giou_dn_3: 0.3991 loss_class_dn_4: 0.06767 loss_bbox_dn_4: 0.1651 loss_giou_dn_4: 0.3971 time: 1.1149 data_time: 0.0955 lr: 0.0001 max_mem: 43217M [05/20 06:22:21 d2.utils.events]: eta: 2 days, 7:48:13 iter: 42899 total_loss: 9.922 loss_class: 0.2768 loss_bbox: 0.1145 loss_giou: 0.3974 loss_class_0: 0.3156 loss_bbox_0: 0.1264 loss_giou_0: 0.4153 loss_class_1: 0.2919 loss_bbox_1: 0.1232 loss_giou_1: 0.4086 loss_class_2: 0.2805 loss_bbox_2: 0.1193 loss_giou_2: 0.4029 loss_class_3: 0.2791 loss_bbox_3: 0.117 loss_giou_3: 0.3982 loss_class_4: 0.2768 loss_bbox_4: 0.1153 loss_giou_4: 0.3969 loss_class_enc: 0.3162 loss_bbox_enc: 0.1416 loss_giou_enc: 0.45 loss_class_dn: 0.06756 loss_bbox_dn: 0.1646 loss_giou_dn: 0.3987 loss_class_dn_0: 0.1181 loss_bbox_dn_0: 0.2434 loss_giou_dn_0: 0.5498 loss_class_dn_1: 0.08723 loss_bbox_dn_1: 0.1877 loss_giou_dn_1: 0.446 loss_class_dn_2: 0.07634 loss_bbox_dn_2: 0.17 loss_giou_dn_2: 0.4119 loss_class_dn_3: 0.07336 loss_bbox_dn_3: 0.1656 loss_giou_dn_3: 0.402 loss_class_dn_4: 0.06912 loss_bbox_dn_4: 0.1647 loss_giou_dn_4: 0.3987 time: 1.1149 data_time: 0.0955 lr: 0.0001 max_mem: 43217M [05/20 06:23:17 d2.utils.events]: eta: 2 days, 7:48:10 iter: 42949 total_loss: 9.703 loss_class: 0.2569 loss_bbox: 0.1169 loss_giou: 0.3827 loss_class_0: 0.3017 loss_bbox_0: 0.1271 loss_giou_0: 0.4025 loss_class_1: 0.2744 loss_bbox_1: 0.1218 loss_giou_1: 0.3948 loss_class_2: 0.2634 loss_bbox_2: 0.1214 loss_giou_2: 0.3871 loss_class_3: 0.2624 loss_bbox_3: 0.1188 loss_giou_3: 0.3868 loss_class_4: 0.2585 loss_bbox_4: 0.1172 loss_giou_4: 0.3834 loss_class_enc: 0.3023 loss_bbox_enc: 0.143 loss_giou_enc: 0.4382 loss_class_dn: 0.06229 loss_bbox_dn: 0.1671 loss_giou_dn: 0.39 loss_class_dn_0: 0.1116 loss_bbox_dn_0: 0.2482 loss_giou_dn_0: 0.5307 loss_class_dn_1: 0.08349 loss_bbox_dn_1: 0.1905 loss_giou_dn_1: 0.4296 loss_class_dn_2: 0.07081 loss_bbox_dn_2: 0.174 loss_giou_dn_2: 0.4022 loss_class_dn_3: 0.06699 loss_bbox_dn_3: 0.1686 loss_giou_dn_3: 0.3928 loss_class_dn_4: 0.0642 loss_bbox_dn_4: 0.1672 loss_giou_dn_4: 0.3901 time: 1.1149 data_time: 0.0936 lr: 0.0001 max_mem: 43217M [05/20 06:24:13 d2.utils.events]: eta: 2 days, 7:47:15 iter: 42999 total_loss: 9.881 loss_class: 0.2638 loss_bbox: 0.1179 loss_giou: 0.3904 loss_class_0: 0.3099 loss_bbox_0: 0.1273 loss_giou_0: 0.4021 loss_class_1: 0.283 loss_bbox_1: 0.1241 loss_giou_1: 0.3976 loss_class_2: 0.2717 loss_bbox_2: 0.1199 loss_giou_2: 0.3958 loss_class_3: 0.2694 loss_bbox_3: 0.1167 loss_giou_3: 0.3923 loss_class_4: 0.2652 loss_bbox_4: 0.1173 loss_giou_4: 0.3912 loss_class_enc: 0.3056 loss_bbox_enc: 0.1447 loss_giou_enc: 0.4406 loss_class_dn: 0.06528 loss_bbox_dn: 0.1603 loss_giou_dn: 0.3934 loss_class_dn_0: 0.1169 loss_bbox_dn_0: 0.2389 loss_giou_dn_0: 0.5342 loss_class_dn_1: 0.08717 loss_bbox_dn_1: 0.1829 loss_giou_dn_1: 0.438 loss_class_dn_2: 0.07472 loss_bbox_dn_2: 0.1663 loss_giou_dn_2: 0.4076 loss_class_dn_3: 0.07122 loss_bbox_dn_3: 0.1614 loss_giou_dn_3: 0.3963 loss_class_dn_4: 0.06699 loss_bbox_dn_4: 0.1602 loss_giou_dn_4: 0.3934 time: 1.1149 data_time: 0.0955 lr: 0.0001 max_mem: 43217M [05/20 06:25:10 d2.utils.events]: eta: 2 days, 7:47:21 iter: 43049 total_loss: 9.779 loss_class: 0.2627 loss_bbox: 0.1171 loss_giou: 0.3855 loss_class_0: 0.3057 loss_bbox_0: 0.1304 loss_giou_0: 0.4076 loss_class_1: 0.2793 loss_bbox_1: 0.1255 loss_giou_1: 0.4003 loss_class_2: 0.266 loss_bbox_2: 0.1204 loss_giou_2: 0.3935 loss_class_3: 0.2634 loss_bbox_3: 0.1178 loss_giou_3: 0.3887 loss_class_4: 0.2629 loss_bbox_4: 0.1173 loss_giou_4: 0.3857 loss_class_enc: 0.3063 loss_bbox_enc: 0.1503 loss_giou_enc: 0.441 loss_class_dn: 0.06155 loss_bbox_dn: 0.1694 loss_giou_dn: 0.395 loss_class_dn_0: 0.111 loss_bbox_dn_0: 0.2477 loss_giou_dn_0: 0.5462 loss_class_dn_1: 0.08382 loss_bbox_dn_1: 0.1909 loss_giou_dn_1: 0.441 loss_class_dn_2: 0.07073 loss_bbox_dn_2: 0.174 loss_giou_dn_2: 0.4079 loss_class_dn_3: 0.0671 loss_bbox_dn_3: 0.1705 loss_giou_dn_3: 0.3974 loss_class_dn_4: 0.06238 loss_bbox_dn_4: 0.1696 loss_giou_dn_4: 0.395 time: 1.1149 data_time: 0.0943 lr: 0.0001 max_mem: 43217M [05/20 06:26:05 d2.utils.events]: eta: 2 days, 7:46:39 iter: 43099 total_loss: 10.19 loss_class: 0.2749 loss_bbox: 0.1254 loss_giou: 0.4011 loss_class_0: 0.3227 loss_bbox_0: 0.1332 loss_giou_0: 0.4173 loss_class_1: 0.2876 loss_bbox_1: 0.1329 loss_giou_1: 0.412 loss_class_2: 0.2785 loss_bbox_2: 0.1268 loss_giou_2: 0.4062 loss_class_3: 0.2767 loss_bbox_3: 0.1255 loss_giou_3: 0.4013 loss_class_4: 0.276 loss_bbox_4: 0.1253 loss_giou_4: 0.4006 loss_class_enc: 0.3234 loss_bbox_enc: 0.148 loss_giou_enc: 0.4522 loss_class_dn: 0.06992 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loss_giou_dn: 0.3942 loss_class_dn_0: 0.1121 loss_bbox_dn_0: 0.2442 loss_giou_dn_0: 0.5371 loss_class_dn_1: 0.084 loss_bbox_dn_1: 0.1825 loss_giou_dn_1: 0.4373 loss_class_dn_2: 0.07109 loss_bbox_dn_2: 0.1636 loss_giou_dn_2: 0.4079 loss_class_dn_3: 0.06739 loss_bbox_dn_3: 0.159 loss_giou_dn_3: 0.3979 loss_class_dn_4: 0.06464 loss_bbox_dn_4: 0.1579 loss_giou_dn_4: 0.3942 time: 1.1149 data_time: 0.0909 lr: 0.0001 max_mem: 43217M [05/20 06:28:54 d2.utils.events]: eta: 2 days, 7:43:59 iter: 43249 total_loss: 9.983 loss_class: 0.2697 loss_bbox: 0.1175 loss_giou: 0.401 loss_class_0: 0.3112 loss_bbox_0: 0.1291 loss_giou_0: 0.4211 loss_class_1: 0.2828 loss_bbox_1: 0.1261 loss_giou_1: 0.4141 loss_class_2: 0.2734 loss_bbox_2: 0.1209 loss_giou_2: 0.4058 loss_class_3: 0.2753 loss_bbox_3: 0.1193 loss_giou_3: 0.4034 loss_class_4: 0.2704 loss_bbox_4: 0.1179 loss_giou_4: 0.4007 loss_class_enc: 0.3114 loss_bbox_enc: 0.1463 loss_giou_enc: 0.4524 loss_class_dn: 0.06592 loss_bbox_dn: 0.1705 loss_giou_dn: 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loss_bbox_dn_0: 0.2606 loss_giou_dn_0: 0.5546 loss_class_dn_1: 0.08806 loss_bbox_dn_1: 0.2013 loss_giou_dn_1: 0.4515 loss_class_dn_2: 0.07615 loss_bbox_dn_2: 0.184 loss_giou_dn_2: 0.4206 loss_class_dn_3: 0.0723 loss_bbox_dn_3: 0.1793 loss_giou_dn_3: 0.4099 loss_class_dn_4: 0.06911 loss_bbox_dn_4: 0.1773 loss_giou_dn_4: 0.4068 time: 1.1149 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 06:32:38 d2.utils.events]: eta: 2 days, 7:39:44 iter: 43449 total_loss: 9.998 loss_class: 0.2615 loss_bbox: 0.1166 loss_giou: 0.4019 loss_class_0: 0.3049 loss_bbox_0: 0.127 loss_giou_0: 0.4211 loss_class_1: 0.2785 loss_bbox_1: 0.1222 loss_giou_1: 0.4157 loss_class_2: 0.2652 loss_bbox_2: 0.1194 loss_giou_2: 0.408 loss_class_3: 0.2646 loss_bbox_3: 0.1175 loss_giou_3: 0.4036 loss_class_4: 0.2613 loss_bbox_4: 0.1175 loss_giou_4: 0.4026 loss_class_enc: 0.3059 loss_bbox_enc: 0.1384 loss_giou_enc: 0.4539 loss_class_dn: 0.06251 loss_bbox_dn: 0.1642 loss_giou_dn: 0.416 loss_class_dn_0: 0.1121 loss_bbox_dn_0: 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loss_giou_dn_0: 0.54 loss_class_dn_1: 0.08582 loss_bbox_dn_1: 0.1906 loss_giou_dn_1: 0.4355 loss_class_dn_2: 0.07362 loss_bbox_dn_2: 0.1705 loss_giou_dn_2: 0.4068 loss_class_dn_3: 0.07021 loss_bbox_dn_3: 0.1655 loss_giou_dn_3: 0.3964 loss_class_dn_4: 0.06674 loss_bbox_dn_4: 0.1645 loss_giou_dn_4: 0.3941 time: 1.1149 data_time: 0.1021 lr: 0.0001 max_mem: 43217M [05/20 06:34:29 d2.utils.events]: eta: 2 days, 7:36:56 iter: 43549 total_loss: 10.07 loss_class: 0.2726 loss_bbox: 0.1157 loss_giou: 0.3917 loss_class_0: 0.318 loss_bbox_0: 0.1272 loss_giou_0: 0.4109 loss_class_1: 0.2918 loss_bbox_1: 0.1243 loss_giou_1: 0.4029 loss_class_2: 0.2782 loss_bbox_2: 0.1193 loss_giou_2: 0.3964 loss_class_3: 0.2748 loss_bbox_3: 0.1158 loss_giou_3: 0.3936 loss_class_4: 0.2725 loss_bbox_4: 0.1162 loss_giou_4: 0.3919 loss_class_enc: 0.3158 loss_bbox_enc: 0.1444 loss_giou_enc: 0.4425 loss_class_dn: 0.0669 loss_bbox_dn: 0.1677 loss_giou_dn: 0.4145 loss_class_dn_0: 0.1172 loss_bbox_dn_0: 0.2514 loss_giou_dn_0: 0.5607 loss_class_dn_1: 0.08786 loss_bbox_dn_1: 0.1917 loss_giou_dn_1: 0.4568 loss_class_dn_2: 0.07494 loss_bbox_dn_2: 0.1739 loss_giou_dn_2: 0.4278 loss_class_dn_3: 0.07142 loss_bbox_dn_3: 0.1691 loss_giou_dn_3: 0.4174 loss_class_dn_4: 0.0681 loss_bbox_dn_4: 0.1678 loss_giou_dn_4: 0.4144 time: 1.1149 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 06:35:25 d2.utils.events]: eta: 2 days, 7:34:13 iter: 43599 total_loss: 9.739 loss_class: 0.2594 loss_bbox: 0.1105 loss_giou: 0.3929 loss_class_0: 0.3025 loss_bbox_0: 0.1206 loss_giou_0: 0.408 loss_class_1: 0.2724 loss_bbox_1: 0.115 loss_giou_1: 0.4054 loss_class_2: 0.2639 loss_bbox_2: 0.1124 loss_giou_2: 0.4007 loss_class_3: 0.2622 loss_bbox_3: 0.1106 loss_giou_3: 0.3945 loss_class_4: 0.2607 loss_bbox_4: 0.1102 loss_giou_4: 0.3925 loss_class_enc: 0.302 loss_bbox_enc: 0.1327 loss_giou_enc: 0.4393 loss_class_dn: 0.06355 loss_bbox_dn: 0.1555 loss_giou_dn: 0.402 loss_class_dn_0: 0.113 loss_bbox_dn_0: 0.232 loss_giou_dn_0: 0.5457 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loss_bbox_dn_1: 0.1904 loss_giou_dn_1: 0.4448 loss_class_dn_2: 0.0718 loss_bbox_dn_2: 0.1714 loss_giou_dn_2: 0.4149 loss_class_dn_3: 0.06799 loss_bbox_dn_3: 0.1661 loss_giou_dn_3: 0.4049 loss_class_dn_4: 0.06473 loss_bbox_dn_4: 0.1651 loss_giou_dn_4: 0.4018 time: 1.1149 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 06:37:17 d2.utils.events]: eta: 2 days, 7:33:38 iter: 43699 total_loss: 9.949 loss_class: 0.2693 loss_bbox: 0.117 loss_giou: 0.3916 loss_class_0: 0.3096 loss_bbox_0: 0.1285 loss_giou_0: 0.4077 loss_class_1: 0.2838 loss_bbox_1: 0.1233 loss_giou_1: 0.4004 loss_class_2: 0.2719 loss_bbox_2: 0.1204 loss_giou_2: 0.3977 loss_class_3: 0.2702 loss_bbox_3: 0.1183 loss_giou_3: 0.3941 loss_class_4: 0.2694 loss_bbox_4: 0.1166 loss_giou_4: 0.3905 loss_class_enc: 0.3118 loss_bbox_enc: 0.1434 loss_giou_enc: 0.4457 loss_class_dn: 0.06573 loss_bbox_dn: 0.1763 loss_giou_dn: 0.4024 loss_class_dn_0: 0.1163 loss_bbox_dn_0: 0.2588 loss_giou_dn_0: 0.5476 loss_class_dn_1: 0.08622 loss_bbox_dn_1: 0.2034 loss_giou_dn_1: 0.4423 loss_class_dn_2: 0.0742 loss_bbox_dn_2: 0.1844 loss_giou_dn_2: 0.4133 loss_class_dn_3: 0.07004 loss_bbox_dn_3: 0.1784 loss_giou_dn_3: 0.4051 loss_class_dn_4: 0.06678 loss_bbox_dn_4: 0.1764 loss_giou_dn_4: 0.4024 time: 1.1149 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 06:38:13 d2.utils.events]: eta: 2 days, 7:33:16 iter: 43749 total_loss: 9.829 loss_class: 0.2606 loss_bbox: 0.1149 loss_giou: 0.3833 loss_class_0: 0.3056 loss_bbox_0: 0.1268 loss_giou_0: 0.4068 loss_class_1: 0.279 loss_bbox_1: 0.1215 loss_giou_1: 0.3984 loss_class_2: 0.2666 loss_bbox_2: 0.1192 loss_giou_2: 0.391 loss_class_3: 0.2654 loss_bbox_3: 0.1156 loss_giou_3: 0.3855 loss_class_4: 0.261 loss_bbox_4: 0.1148 loss_giou_4: 0.3836 loss_class_enc: 0.3083 loss_bbox_enc: 0.1428 loss_giou_enc: 0.4364 loss_class_dn: 0.06806 loss_bbox_dn: 0.1708 loss_giou_dn: 0.3895 loss_class_dn_0: 0.1152 loss_bbox_dn_0: 0.252 loss_giou_dn_0: 0.5458 loss_class_dn_1: 0.08831 loss_bbox_dn_1: 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loss_class_dn_4: 0.06442 loss_bbox_dn_4: 0.1622 loss_giou_dn_4: 0.4002 time: 1.1150 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 06:56:57 d2.utils.events]: eta: 2 days, 7:20:59 iter: 44749 total_loss: 9.658 loss_class: 0.2667 loss_bbox: 0.1179 loss_giou: 0.3848 loss_class_0: 0.3068 loss_bbox_0: 0.129 loss_giou_0: 0.402 loss_class_1: 0.2841 loss_bbox_1: 0.1245 loss_giou_1: 0.3935 loss_class_2: 0.2715 loss_bbox_2: 0.1211 loss_giou_2: 0.3907 loss_class_3: 0.2698 loss_bbox_3: 0.119 loss_giou_3: 0.3861 loss_class_4: 0.2661 loss_bbox_4: 0.1167 loss_giou_4: 0.386 loss_class_enc: 0.312 loss_bbox_enc: 0.144 loss_giou_enc: 0.4391 loss_class_dn: 0.06826 loss_bbox_dn: 0.1689 loss_giou_dn: 0.3916 loss_class_dn_0: 0.1171 loss_bbox_dn_0: 0.245 loss_giou_dn_0: 0.5363 loss_class_dn_1: 0.09014 loss_bbox_dn_1: 0.1938 loss_giou_dn_1: 0.4313 loss_class_dn_2: 0.07686 loss_bbox_dn_2: 0.1757 loss_giou_dn_2: 0.4037 loss_class_dn_3: 0.07374 loss_bbox_dn_3: 0.1707 loss_giou_dn_3: 0.3941 loss_class_dn_4: 0.06976 loss_bbox_dn_4: 0.169 loss_giou_dn_4: 0.3915 time: 1.1150 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 06:57:54 d2.utils.events]: eta: 2 days, 7:20:34 iter: 44799 total_loss: 9.815 loss_class: 0.2658 loss_bbox: 0.1128 loss_giou: 0.3863 loss_class_0: 0.3109 loss_bbox_0: 0.1238 loss_giou_0: 0.4062 loss_class_1: 0.2818 loss_bbox_1: 0.1209 loss_giou_1: 0.3995 loss_class_2: 0.272 loss_bbox_2: 0.115 loss_giou_2: 0.3903 loss_class_3: 0.2697 loss_bbox_3: 0.1137 loss_giou_3: 0.3882 loss_class_4: 0.2664 loss_bbox_4: 0.1129 loss_giou_4: 0.3868 loss_class_enc: 0.3157 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4405 loss_class_dn: 0.06597 loss_bbox_dn: 0.1589 loss_giou_dn: 0.3988 loss_class_dn_0: 0.1163 loss_bbox_dn_0: 0.2331 loss_giou_dn_0: 0.5436 loss_class_dn_1: 0.0878 loss_bbox_dn_1: 0.1786 loss_giou_dn_1: 0.4426 loss_class_dn_2: 0.07457 loss_bbox_dn_2: 0.1622 loss_giou_dn_2: 0.4115 loss_class_dn_3: 0.07048 loss_bbox_dn_3: 0.159 loss_giou_dn_3: 0.4008 loss_class_dn_4: 0.06676 loss_bbox_dn_4: 0.1588 loss_giou_dn_4: 0.3988 time: 1.1150 data_time: 0.0924 lr: 0.0001 max_mem: 43217M [05/20 06:58:50 d2.utils.events]: eta: 2 days, 7:20:34 iter: 44849 total_loss: 9.991 loss_class: 0.2652 loss_bbox: 0.1166 loss_giou: 0.4022 loss_class_0: 0.3118 loss_bbox_0: 0.1258 loss_giou_0: 0.4168 loss_class_1: 0.2853 loss_bbox_1: 0.1218 loss_giou_1: 0.411 loss_class_2: 0.2752 loss_bbox_2: 0.1179 loss_giou_2: 0.4084 loss_class_3: 0.2723 loss_bbox_3: 0.1178 loss_giou_3: 0.4046 loss_class_4: 0.268 loss_bbox_4: 0.1162 loss_giou_4: 0.4018 loss_class_enc: 0.3133 loss_bbox_enc: 0.1407 loss_giou_enc: 0.4539 loss_class_dn: 0.06895 loss_bbox_dn: 0.1573 loss_giou_dn: 0.4023 loss_class_dn_0: 0.1167 loss_bbox_dn_0: 0.2365 loss_giou_dn_0: 0.549 loss_class_dn_1: 0.08681 loss_bbox_dn_1: 0.1779 loss_giou_dn_1: 0.4464 loss_class_dn_2: 0.07614 loss_bbox_dn_2: 0.1631 loss_giou_dn_2: 0.4166 loss_class_dn_3: 0.07283 loss_bbox_dn_3: 0.1585 loss_giou_dn_3: 0.4056 loss_class_dn_4: 0.06951 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.4023 time: 1.1150 data_time: 0.1051 lr: 0.0001 max_mem: 43217M [05/20 06:59:46 d2.utils.events]: eta: 2 days, 7:19:51 iter: 44899 total_loss: 9.818 loss_class: 0.2638 loss_bbox: 0.1156 loss_giou: 0.3899 loss_class_0: 0.3089 loss_bbox_0: 0.1246 loss_giou_0: 0.4075 loss_class_1: 0.2796 loss_bbox_1: 0.1202 loss_giou_1: 0.3998 loss_class_2: 0.2713 loss_bbox_2: 0.1162 loss_giou_2: 0.3958 loss_class_3: 0.2695 loss_bbox_3: 0.1162 loss_giou_3: 0.3913 loss_class_4: 0.2675 loss_bbox_4: 0.1152 loss_giou_4: 0.3898 loss_class_enc: 0.311 loss_bbox_enc: 0.1412 loss_giou_enc: 0.4446 loss_class_dn: 0.06594 loss_bbox_dn: 0.1626 loss_giou_dn: 0.3939 loss_class_dn_0: 0.1186 loss_bbox_dn_0: 0.243 loss_giou_dn_0: 0.5388 loss_class_dn_1: 0.08821 loss_bbox_dn_1: 0.1861 loss_giou_dn_1: 0.437 loss_class_dn_2: 0.07473 loss_bbox_dn_2: 0.168 loss_giou_dn_2: 0.4068 loss_class_dn_3: 0.07137 loss_bbox_dn_3: 0.1636 loss_giou_dn_3: 0.3964 loss_class_dn_4: 0.06769 loss_bbox_dn_4: 0.1627 loss_giou_dn_4: 0.3938 time: 1.1150 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 07:00:42 d2.utils.events]: eta: 2 days, 7:19:27 iter: 44949 total_loss: 9.98 loss_class: 0.2651 loss_bbox: 0.1171 loss_giou: 0.4103 loss_class_0: 0.3053 loss_bbox_0: 0.1267 loss_giou_0: 0.4308 loss_class_1: 0.2803 loss_bbox_1: 0.1236 loss_giou_1: 0.4191 loss_class_2: 0.2699 loss_bbox_2: 0.1203 loss_giou_2: 0.4133 loss_class_3: 0.2696 loss_bbox_3: 0.1182 loss_giou_3: 0.4086 loss_class_4: 0.2672 loss_bbox_4: 0.1178 loss_giou_4: 0.4095 loss_class_enc: 0.3081 loss_bbox_enc: 0.1414 loss_giou_enc: 0.4602 loss_class_dn: 0.06492 loss_bbox_dn: 0.1563 loss_giou_dn: 0.4121 loss_class_dn_0: 0.1151 loss_bbox_dn_0: 0.237 loss_giou_dn_0: 0.5546 loss_class_dn_1: 0.08646 loss_bbox_dn_1: 0.1812 loss_giou_dn_1: 0.4527 loss_class_dn_2: 0.0743 loss_bbox_dn_2: 0.1617 loss_giou_dn_2: 0.4224 loss_class_dn_3: 0.06995 loss_bbox_dn_3: 0.1576 loss_giou_dn_3: 0.4145 loss_class_dn_4: 0.06612 loss_bbox_dn_4: 0.1564 loss_giou_dn_4: 0.412 time: 1.1150 data_time: 0.1023 lr: 0.0001 max_mem: 43217M [05/20 07:01:38 d2.utils.events]: eta: 2 days, 7:20:46 iter: 44999 total_loss: 9.915 loss_class: 0.2681 loss_bbox: 0.12 loss_giou: 0.4044 loss_class_0: 0.3103 loss_bbox_0: 0.1292 loss_giou_0: 0.4197 loss_class_1: 0.2843 loss_bbox_1: 0.1278 loss_giou_1: 0.4138 loss_class_2: 0.274 loss_bbox_2: 0.1242 loss_giou_2: 0.4116 loss_class_3: 0.2732 loss_bbox_3: 0.1196 loss_giou_3: 0.4053 loss_class_4: 0.2703 loss_bbox_4: 0.1191 loss_giou_4: 0.4044 loss_class_enc: 0.3152 loss_bbox_enc: 0.1452 loss_giou_enc: 0.45 loss_class_dn: 0.06457 loss_bbox_dn: 0.1628 loss_giou_dn: 0.3966 loss_class_dn_0: 0.1141 loss_bbox_dn_0: 0.2422 loss_giou_dn_0: 0.5437 loss_class_dn_1: 0.08506 loss_bbox_dn_1: 0.1846 loss_giou_dn_1: 0.4395 loss_class_dn_2: 0.07174 loss_bbox_dn_2: 0.1683 loss_giou_dn_2: 0.4076 loss_class_dn_3: 0.06815 loss_bbox_dn_3: 0.1634 loss_giou_dn_3: 0.3992 loss_class_dn_4: 0.06576 loss_bbox_dn_4: 0.1629 loss_giou_dn_4: 0.3964 time: 1.1150 data_time: 0.0923 lr: 0.0001 max_mem: 43217M [05/20 07:02:34 d2.utils.events]: eta: 2 days, 7:17:44 iter: 45049 total_loss: 9.802 loss_class: 0.2588 loss_bbox: 0.1187 loss_giou: 0.3876 loss_class_0: 0.303 loss_bbox_0: 0.1283 loss_giou_0: 0.4062 loss_class_1: 0.2778 loss_bbox_1: 0.1232 loss_giou_1: 0.4004 loss_class_2: 0.2669 loss_bbox_2: 0.1206 loss_giou_2: 0.3943 loss_class_3: 0.2632 loss_bbox_3: 0.1188 loss_giou_3: 0.3891 loss_class_4: 0.2607 loss_bbox_4: 0.1193 loss_giou_4: 0.3872 loss_class_enc: 0.3063 loss_bbox_enc: 0.1429 loss_giou_enc: 0.4374 loss_class_dn: 0.06486 loss_bbox_dn: 0.1669 loss_giou_dn: 0.3862 loss_class_dn_0: 0.1122 loss_bbox_dn_0: 0.2545 loss_giou_dn_0: 0.5346 loss_class_dn_1: 0.08477 loss_bbox_dn_1: 0.1905 loss_giou_dn_1: 0.4307 loss_class_dn_2: 0.07391 loss_bbox_dn_2: 0.1721 loss_giou_dn_2: 0.3994 loss_class_dn_3: 0.07054 loss_bbox_dn_3: 0.1679 loss_giou_dn_3: 0.3883 loss_class_dn_4: 0.06678 loss_bbox_dn_4: 0.167 loss_giou_dn_4: 0.3861 time: 1.1150 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 07:03:30 d2.utils.events]: eta: 2 days, 7:16:10 iter: 45099 total_loss: 9.922 loss_class: 0.2632 loss_bbox: 0.1182 loss_giou: 0.3952 loss_class_0: 0.3053 loss_bbox_0: 0.1285 loss_giou_0: 0.4087 loss_class_1: 0.2801 loss_bbox_1: 0.1222 loss_giou_1: 0.4049 loss_class_2: 0.2693 loss_bbox_2: 0.1215 loss_giou_2: 0.3986 loss_class_3: 0.2663 loss_bbox_3: 0.1193 loss_giou_3: 0.3953 loss_class_4: 0.2648 loss_bbox_4: 0.1181 loss_giou_4: 0.395 loss_class_enc: 0.3098 loss_bbox_enc: 0.1437 loss_giou_enc: 0.4469 loss_class_dn: 0.06197 loss_bbox_dn: 0.1656 loss_giou_dn: 0.4014 loss_class_dn_0: 0.1132 loss_bbox_dn_0: 0.2445 loss_giou_dn_0: 0.5479 loss_class_dn_1: 0.08444 loss_bbox_dn_1: 0.1872 loss_giou_dn_1: 0.4417 loss_class_dn_2: 0.07175 loss_bbox_dn_2: 0.1708 loss_giou_dn_2: 0.4135 loss_class_dn_3: 0.0675 loss_bbox_dn_3: 0.1665 loss_giou_dn_3: 0.4038 loss_class_dn_4: 0.06355 loss_bbox_dn_4: 0.1657 loss_giou_dn_4: 0.4017 time: 1.1150 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/20 07:04:27 d2.utils.events]: eta: 2 days, 7:20:10 iter: 45149 total_loss: 9.792 loss_class: 0.2616 loss_bbox: 0.1188 loss_giou: 0.3823 loss_class_0: 0.3032 loss_bbox_0: 0.1312 loss_giou_0: 0.4055 loss_class_1: 0.277 loss_bbox_1: 0.1254 loss_giou_1: 0.3972 loss_class_2: 0.2668 loss_bbox_2: 0.122 loss_giou_2: 0.3913 loss_class_3: 0.2626 loss_bbox_3: 0.1194 loss_giou_3: 0.3858 loss_class_4: 0.2632 loss_bbox_4: 0.1188 loss_giou_4: 0.3827 loss_class_enc: 0.3057 loss_bbox_enc: 0.1506 loss_giou_enc: 0.4455 loss_class_dn: 0.06139 loss_bbox_dn: 0.1682 loss_giou_dn: 0.3899 loss_class_dn_0: 0.1105 loss_bbox_dn_0: 0.2555 loss_giou_dn_0: 0.5395 loss_class_dn_1: 0.08163 loss_bbox_dn_1: 0.194 loss_giou_dn_1: 0.4338 loss_class_dn_2: 0.06977 loss_bbox_dn_2: 0.1733 loss_giou_dn_2: 0.4035 loss_class_dn_3: 0.06612 loss_bbox_dn_3: 0.1691 loss_giou_dn_3: 0.3937 loss_class_dn_4: 0.06271 loss_bbox_dn_4: 0.1682 loss_giou_dn_4: 0.3897 time: 1.1150 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/20 07:05:24 d2.utils.events]: eta: 2 days, 7:18:09 iter: 45199 total_loss: 9.822 loss_class: 0.2609 loss_bbox: 0.1166 loss_giou: 0.3871 loss_class_0: 0.3031 loss_bbox_0: 0.1259 loss_giou_0: 0.4081 loss_class_1: 0.2785 loss_bbox_1: 0.124 loss_giou_1: 0.4011 loss_class_2: 0.268 loss_bbox_2: 0.1203 loss_giou_2: 0.3943 loss_class_3: 0.2648 loss_bbox_3: 0.1156 loss_giou_3: 0.3915 loss_class_4: 0.2628 loss_bbox_4: 0.1163 loss_giou_4: 0.3888 loss_class_enc: 0.3081 loss_bbox_enc: 0.1405 loss_giou_enc: 0.4383 loss_class_dn: 0.06073 loss_bbox_dn: 0.1649 loss_giou_dn: 0.397 loss_class_dn_0: 0.111 loss_bbox_dn_0: 0.2443 loss_giou_dn_0: 0.5434 loss_class_dn_1: 0.08234 loss_bbox_dn_1: 0.1873 loss_giou_dn_1: 0.4407 loss_class_dn_2: 0.06848 loss_bbox_dn_2: 0.1703 loss_giou_dn_2: 0.4108 loss_class_dn_3: 0.06527 loss_bbox_dn_3: 0.1664 loss_giou_dn_3: 0.3994 loss_class_dn_4: 0.06145 loss_bbox_dn_4: 0.1649 loss_giou_dn_4: 0.3969 time: 1.1150 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 07:06:20 d2.utils.events]: eta: 2 days, 7:17:58 iter: 45249 total_loss: 9.951 loss_class: 0.269 loss_bbox: 0.1188 loss_giou: 0.398 loss_class_0: 0.3073 loss_bbox_0: 0.1294 loss_giou_0: 0.4182 loss_class_1: 0.2825 loss_bbox_1: 0.1258 loss_giou_1: 0.4105 loss_class_2: 0.2725 loss_bbox_2: 0.1245 loss_giou_2: 0.4046 loss_class_3: 0.272 loss_bbox_3: 0.1197 loss_giou_3: 0.3995 loss_class_4: 0.2697 loss_bbox_4: 0.1191 loss_giou_4: 0.3968 loss_class_enc: 0.3097 loss_bbox_enc: 0.1453 loss_giou_enc: 0.4492 loss_class_dn: 0.06473 loss_bbox_dn: 0.1686 loss_giou_dn: 0.4019 loss_class_dn_0: 0.1144 loss_bbox_dn_0: 0.2515 loss_giou_dn_0: 0.5457 loss_class_dn_1: 0.08553 loss_bbox_dn_1: 0.1918 loss_giou_dn_1: 0.4462 loss_class_dn_2: 0.07175 loss_bbox_dn_2: 0.1749 loss_giou_dn_2: 0.4165 loss_class_dn_3: 0.06817 loss_bbox_dn_3: 0.1702 loss_giou_dn_3: 0.4049 loss_class_dn_4: 0.0656 loss_bbox_dn_4: 0.1686 loss_giou_dn_4: 0.4018 time: 1.1150 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/20 07:07:16 d2.utils.events]: eta: 2 days, 7:15:34 iter: 45299 total_loss: 10.06 loss_class: 0.2693 loss_bbox: 0.1206 loss_giou: 0.4028 loss_class_0: 0.3069 loss_bbox_0: 0.1299 loss_giou_0: 0.4209 loss_class_1: 0.2845 loss_bbox_1: 0.1278 loss_giou_1: 0.4144 loss_class_2: 0.2753 loss_bbox_2: 0.124 loss_giou_2: 0.4057 loss_class_3: 0.2725 loss_bbox_3: 0.122 loss_giou_3: 0.4036 loss_class_4: 0.2714 loss_bbox_4: 0.1205 loss_giou_4: 0.402 loss_class_enc: 0.3106 loss_bbox_enc: 0.1454 loss_giou_enc: 0.4512 loss_class_dn: 0.06768 loss_bbox_dn: 0.1675 loss_giou_dn: 0.4055 loss_class_dn_0: 0.1167 loss_bbox_dn_0: 0.2512 loss_giou_dn_0: 0.5539 loss_class_dn_1: 0.08863 loss_bbox_dn_1: 0.1911 loss_giou_dn_1: 0.4488 loss_class_dn_2: 0.0762 loss_bbox_dn_2: 0.1722 loss_giou_dn_2: 0.418 loss_class_dn_3: 0.07273 loss_bbox_dn_3: 0.1684 loss_giou_dn_3: 0.4081 loss_class_dn_4: 0.06951 loss_bbox_dn_4: 0.1677 loss_giou_dn_4: 0.4054 time: 1.1150 data_time: 0.0887 lr: 0.0001 max_mem: 43217M [05/20 07:08:11 d2.utils.events]: eta: 2 days, 7:16:11 iter: 45349 total_loss: 9.675 loss_class: 0.2581 loss_bbox: 0.1145 loss_giou: 0.3871 loss_class_0: 0.3007 loss_bbox_0: 0.1261 loss_giou_0: 0.4085 loss_class_1: 0.2758 loss_bbox_1: 0.1213 loss_giou_1: 0.3983 loss_class_2: 0.267 loss_bbox_2: 0.1166 loss_giou_2: 0.3946 loss_class_3: 0.2644 loss_bbox_3: 0.1147 loss_giou_3: 0.3889 loss_class_4: 0.2609 loss_bbox_4: 0.1143 loss_giou_4: 0.3867 loss_class_enc: 0.3037 loss_bbox_enc: 0.1396 loss_giou_enc: 0.4407 loss_class_dn: 0.06076 loss_bbox_dn: 0.1586 loss_giou_dn: 0.3926 loss_class_dn_0: 0.1102 loss_bbox_dn_0: 0.2376 loss_giou_dn_0: 0.539 loss_class_dn_1: 0.08296 loss_bbox_dn_1: 0.1813 loss_giou_dn_1: 0.4374 loss_class_dn_2: 0.06941 loss_bbox_dn_2: 0.1643 loss_giou_dn_2: 0.405 loss_class_dn_3: 0.06543 loss_bbox_dn_3: 0.1598 loss_giou_dn_3: 0.3953 loss_class_dn_4: 0.06135 loss_bbox_dn_4: 0.1585 loss_giou_dn_4: 0.3925 time: 1.1150 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/20 07:09:08 d2.utils.events]: eta: 2 days, 7:15:16 iter: 45399 total_loss: 9.584 loss_class: 0.2566 loss_bbox: 0.1133 loss_giou: 0.3823 loss_class_0: 0.2975 loss_bbox_0: 0.1248 loss_giou_0: 0.3983 loss_class_1: 0.2743 loss_bbox_1: 0.1222 loss_giou_1: 0.3901 loss_class_2: 0.2634 loss_bbox_2: 0.1176 loss_giou_2: 0.3871 loss_class_3: 0.2606 loss_bbox_3: 0.1139 loss_giou_3: 0.3838 loss_class_4: 0.2581 loss_bbox_4: 0.1131 loss_giou_4: 0.3829 loss_class_enc: 0.3047 loss_bbox_enc: 0.1385 loss_giou_enc: 0.4335 loss_class_dn: 0.06363 loss_bbox_dn: 0.1683 loss_giou_dn: 0.3892 loss_class_dn_0: 0.1146 loss_bbox_dn_0: 0.2529 loss_giou_dn_0: 0.5306 loss_class_dn_1: 0.08526 loss_bbox_dn_1: 0.1928 loss_giou_dn_1: 0.431 loss_class_dn_2: 0.07285 loss_bbox_dn_2: 0.1756 loss_giou_dn_2: 0.4034 loss_class_dn_3: 0.06869 loss_bbox_dn_3: 0.1696 loss_giou_dn_3: 0.3922 loss_class_dn_4: 0.06533 loss_bbox_dn_4: 0.1683 loss_giou_dn_4: 0.3893 time: 1.1150 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 07:10:03 d2.utils.events]: eta: 2 days, 7:14:52 iter: 45449 total_loss: 10.02 loss_class: 0.2687 loss_bbox: 0.1181 loss_giou: 0.4062 loss_class_0: 0.3064 loss_bbox_0: 0.1295 loss_giou_0: 0.4225 loss_class_1: 0.2862 loss_bbox_1: 0.1257 loss_giou_1: 0.4165 loss_class_2: 0.2725 loss_bbox_2: 0.1202 loss_giou_2: 0.4136 loss_class_3: 0.2718 loss_bbox_3: 0.1191 loss_giou_3: 0.4071 loss_class_4: 0.2689 loss_bbox_4: 0.1186 loss_giou_4: 0.4059 loss_class_enc: 0.317 loss_bbox_enc: 0.1419 loss_giou_enc: 0.4535 loss_class_dn: 0.06619 loss_bbox_dn: 0.1598 loss_giou_dn: 0.4042 loss_class_dn_0: 0.1173 loss_bbox_dn_0: 0.2385 loss_giou_dn_0: 0.5473 loss_class_dn_1: 0.08846 loss_bbox_dn_1: 0.1835 loss_giou_dn_1: 0.4437 loss_class_dn_2: 0.07456 loss_bbox_dn_2: 0.1662 loss_giou_dn_2: 0.4151 loss_class_dn_3: 0.07187 loss_bbox_dn_3: 0.161 loss_giou_dn_3: 0.4062 loss_class_dn_4: 0.06752 loss_bbox_dn_4: 0.1599 loss_giou_dn_4: 0.4043 time: 1.1150 data_time: 0.0905 lr: 0.0001 max_mem: 43217M [05/20 07:10:59 d2.utils.events]: eta: 2 days, 7:13:16 iter: 45499 total_loss: 9.788 loss_class: 0.2623 loss_bbox: 0.1142 loss_giou: 0.397 loss_class_0: 0.3034 loss_bbox_0: 0.1242 loss_giou_0: 0.4125 loss_class_1: 0.2782 loss_bbox_1: 0.1214 loss_giou_1: 0.4097 loss_class_2: 0.2705 loss_bbox_2: 0.117 loss_giou_2: 0.4001 loss_class_3: 0.267 loss_bbox_3: 0.1162 loss_giou_3: 0.3958 loss_class_4: 0.2646 loss_bbox_4: 0.1144 loss_giou_4: 0.3965 loss_class_enc: 0.3076 loss_bbox_enc: 0.138 loss_giou_enc: 0.4453 loss_class_dn: 0.06466 loss_bbox_dn: 0.1572 loss_giou_dn: 0.3979 loss_class_dn_0: 0.1144 loss_bbox_dn_0: 0.2361 loss_giou_dn_0: 0.5426 loss_class_dn_1: 0.08602 loss_bbox_dn_1: 0.1786 loss_giou_dn_1: 0.4389 loss_class_dn_2: 0.07471 loss_bbox_dn_2: 0.1612 loss_giou_dn_2: 0.4098 loss_class_dn_3: 0.07013 loss_bbox_dn_3: 0.158 loss_giou_dn_3: 0.4006 loss_class_dn_4: 0.06668 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.3978 time: 1.1150 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 07:11:55 d2.utils.events]: eta: 2 days, 7:10:18 iter: 45549 total_loss: 9.768 loss_class: 0.2633 loss_bbox: 0.113 loss_giou: 0.3934 loss_class_0: 0.3057 loss_bbox_0: 0.1237 loss_giou_0: 0.4107 loss_class_1: 0.2815 loss_bbox_1: 0.1205 loss_giou_1: 0.4056 loss_class_2: 0.2686 loss_bbox_2: 0.1163 loss_giou_2: 0.399 loss_class_3: 0.2672 loss_bbox_3: 0.114 loss_giou_3: 0.3978 loss_class_4: 0.2631 loss_bbox_4: 0.1137 loss_giou_4: 0.3948 loss_class_enc: 0.3071 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4422 loss_class_dn: 0.06794 loss_bbox_dn: 0.156 loss_giou_dn: 0.3933 loss_class_dn_0: 0.1172 loss_bbox_dn_0: 0.2393 loss_giou_dn_0: 0.537 loss_class_dn_1: 0.08842 loss_bbox_dn_1: 0.1793 loss_giou_dn_1: 0.4352 loss_class_dn_2: 0.07641 loss_bbox_dn_2: 0.1617 loss_giou_dn_2: 0.4047 loss_class_dn_3: 0.07279 loss_bbox_dn_3: 0.1568 loss_giou_dn_3: 0.3953 loss_class_dn_4: 0.06977 loss_bbox_dn_4: 0.1562 loss_giou_dn_4: 0.3933 time: 1.1150 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/20 07:12:51 d2.utils.events]: eta: 2 days, 7:08:45 iter: 45599 total_loss: 9.915 loss_class: 0.2621 loss_bbox: 0.1155 loss_giou: 0.3905 loss_class_0: 0.3037 loss_bbox_0: 0.1259 loss_giou_0: 0.4099 loss_class_1: 0.2775 loss_bbox_1: 0.1221 loss_giou_1: 0.4013 loss_class_2: 0.2679 loss_bbox_2: 0.1169 loss_giou_2: 0.396 loss_class_3: 0.2664 loss_bbox_3: 0.116 loss_giou_3: 0.3911 loss_class_4: 0.264 loss_bbox_4: 0.1152 loss_giou_4: 0.3914 loss_class_enc: 0.3073 loss_bbox_enc: 0.1413 loss_giou_enc: 0.4416 loss_class_dn: 0.06376 loss_bbox_dn: 0.1608 loss_giou_dn: 0.3968 loss_class_dn_0: 0.1147 loss_bbox_dn_0: 0.236 loss_giou_dn_0: 0.5421 loss_class_dn_1: 0.08621 loss_bbox_dn_1: 0.1838 loss_giou_dn_1: 0.4411 loss_class_dn_2: 0.07234 loss_bbox_dn_2: 0.1668 loss_giou_dn_2: 0.4094 loss_class_dn_3: 0.06946 loss_bbox_dn_3: 0.1623 loss_giou_dn_3: 0.3996 loss_class_dn_4: 0.06503 loss_bbox_dn_4: 0.1608 loss_giou_dn_4: 0.3967 time: 1.1150 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/20 07:13:47 d2.utils.events]: eta: 2 days, 7:10:30 iter: 45649 total_loss: 9.903 loss_class: 0.2644 loss_bbox: 0.1187 loss_giou: 0.3972 loss_class_0: 0.309 loss_bbox_0: 0.1283 loss_giou_0: 0.4141 loss_class_1: 0.2835 loss_bbox_1: 0.125 loss_giou_1: 0.4086 loss_class_2: 0.2713 loss_bbox_2: 0.1209 loss_giou_2: 0.4011 loss_class_3: 0.2671 loss_bbox_3: 0.1192 loss_giou_3: 0.3982 loss_class_4: 0.2639 loss_bbox_4: 0.1182 loss_giou_4: 0.3969 loss_class_enc: 0.3095 loss_bbox_enc: 0.1458 loss_giou_enc: 0.4459 loss_class_dn: 0.06362 loss_bbox_dn: 0.1609 loss_giou_dn: 0.3995 loss_class_dn_0: 0.1137 loss_bbox_dn_0: 0.241 loss_giou_dn_0: 0.5438 loss_class_dn_1: 0.08399 loss_bbox_dn_1: 0.1824 loss_giou_dn_1: 0.4429 loss_class_dn_2: 0.07221 loss_bbox_dn_2: 0.1665 loss_giou_dn_2: 0.4113 loss_class_dn_3: 0.06854 loss_bbox_dn_3: 0.1618 loss_giou_dn_3: 0.4016 loss_class_dn_4: 0.06409 loss_bbox_dn_4: 0.161 loss_giou_dn_4: 0.3995 time: 1.1150 data_time: 0.0973 lr: 0.0001 max_mem: 43217M [05/20 07:14:43 d2.utils.events]: eta: 2 days, 7:09:50 iter: 45699 total_loss: 9.58 loss_class: 0.2612 loss_bbox: 0.1121 loss_giou: 0.3748 loss_class_0: 0.3012 loss_bbox_0: 0.1226 loss_giou_0: 0.3962 loss_class_1: 0.2771 loss_bbox_1: 0.1215 loss_giou_1: 0.3896 loss_class_2: 0.2656 loss_bbox_2: 0.1158 loss_giou_2: 0.3809 loss_class_3: 0.2643 loss_bbox_3: 0.1126 loss_giou_3: 0.3759 loss_class_4: 0.2609 loss_bbox_4: 0.112 loss_giou_4: 0.3742 loss_class_enc: 0.3063 loss_bbox_enc: 0.1387 loss_giou_enc: 0.429 loss_class_dn: 0.06056 loss_bbox_dn: 0.1535 loss_giou_dn: 0.3851 loss_class_dn_0: 0.1097 loss_bbox_dn_0: 0.2318 loss_giou_dn_0: 0.5281 loss_class_dn_1: 0.0819 loss_bbox_dn_1: 0.1784 loss_giou_dn_1: 0.4248 loss_class_dn_2: 0.07045 loss_bbox_dn_2: 0.16 loss_giou_dn_2: 0.3996 loss_class_dn_3: 0.0658 loss_bbox_dn_3: 0.155 loss_giou_dn_3: 0.3881 loss_class_dn_4: 0.06218 loss_bbox_dn_4: 0.1534 loss_giou_dn_4: 0.385 time: 1.1150 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/20 07:15:39 d2.utils.events]: eta: 2 days, 7:08:38 iter: 45749 total_loss: 9.93 loss_class: 0.2641 loss_bbox: 0.1161 loss_giou: 0.397 loss_class_0: 0.3068 loss_bbox_0: 0.1263 loss_giou_0: 0.4143 loss_class_1: 0.2817 loss_bbox_1: 0.1219 loss_giou_1: 0.4058 loss_class_2: 0.2706 loss_bbox_2: 0.1188 loss_giou_2: 0.4031 loss_class_3: 0.2684 loss_bbox_3: 0.1168 loss_giou_3: 0.3994 loss_class_4: 0.2656 loss_bbox_4: 0.1164 loss_giou_4: 0.3985 loss_class_enc: 0.3118 loss_bbox_enc: 0.1391 loss_giou_enc: 0.45 loss_class_dn: 0.06531 loss_bbox_dn: 0.1585 loss_giou_dn: 0.4031 loss_class_dn_0: 0.1149 loss_bbox_dn_0: 0.24 loss_giou_dn_0: 0.5543 loss_class_dn_1: 0.08616 loss_bbox_dn_1: 0.1818 loss_giou_dn_1: 0.4505 loss_class_dn_2: 0.07326 loss_bbox_dn_2: 0.1634 loss_giou_dn_2: 0.4166 loss_class_dn_3: 0.06901 loss_bbox_dn_3: 0.1596 loss_giou_dn_3: 0.4059 loss_class_dn_4: 0.0658 loss_bbox_dn_4: 0.1585 loss_giou_dn_4: 0.403 time: 1.1150 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 07:16:34 d2.utils.events]: eta: 2 days, 7:04:05 iter: 45799 total_loss: 9.756 loss_class: 0.2577 loss_bbox: 0.1114 loss_giou: 0.3987 loss_class_0: 0.297 loss_bbox_0: 0.1214 loss_giou_0: 0.42 loss_class_1: 0.2724 loss_bbox_1: 0.1156 loss_giou_1: 0.4106 loss_class_2: 0.2637 loss_bbox_2: 0.113 loss_giou_2: 0.4041 loss_class_3: 0.2628 loss_bbox_3: 0.1111 loss_giou_3: 0.4016 loss_class_4: 0.2583 loss_bbox_4: 0.1117 loss_giou_4: 0.3999 loss_class_enc: 0.3017 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4464 loss_class_dn: 0.06242 loss_bbox_dn: 0.1532 loss_giou_dn: 0.4069 loss_class_dn_0: 0.1124 loss_bbox_dn_0: 0.2267 loss_giou_dn_0: 0.5555 loss_class_dn_1: 0.08281 loss_bbox_dn_1: 0.1747 loss_giou_dn_1: 0.447 loss_class_dn_2: 0.07093 loss_bbox_dn_2: 0.1587 loss_giou_dn_2: 0.4182 loss_class_dn_3: 0.06729 loss_bbox_dn_3: 0.1539 loss_giou_dn_3: 0.4088 loss_class_dn_4: 0.06322 loss_bbox_dn_4: 0.1533 loss_giou_dn_4: 0.407 time: 1.1150 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 07:17:30 d2.utils.events]: eta: 2 days, 7:00:14 iter: 45849 total_loss: 9.849 loss_class: 0.2668 loss_bbox: 0.1142 loss_giou: 0.3841 loss_class_0: 0.3099 loss_bbox_0: 0.1228 loss_giou_0: 0.4015 loss_class_1: 0.2849 loss_bbox_1: 0.1182 loss_giou_1: 0.3941 loss_class_2: 0.2755 loss_bbox_2: 0.1161 loss_giou_2: 0.3902 loss_class_3: 0.2717 loss_bbox_3: 0.1139 loss_giou_3: 0.3833 loss_class_4: 0.2687 loss_bbox_4: 0.1137 loss_giou_4: 0.3843 loss_class_enc: 0.3131 loss_bbox_enc: 0.1371 loss_giou_enc: 0.436 loss_class_dn: 0.06812 loss_bbox_dn: 0.1627 loss_giou_dn: 0.3939 loss_class_dn_0: 0.1188 loss_bbox_dn_0: 0.2422 loss_giou_dn_0: 0.5432 loss_class_dn_1: 0.09012 loss_bbox_dn_1: 0.1854 loss_giou_dn_1: 0.4373 loss_class_dn_2: 0.07837 loss_bbox_dn_2: 0.1689 loss_giou_dn_2: 0.4076 loss_class_dn_3: 0.07385 loss_bbox_dn_3: 0.1637 loss_giou_dn_3: 0.3968 loss_class_dn_4: 0.07014 loss_bbox_dn_4: 0.1626 loss_giou_dn_4: 0.394 time: 1.1150 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 07:18:26 d2.utils.events]: eta: 2 days, 6:57:32 iter: 45899 total_loss: 9.841 loss_class: 0.2644 loss_bbox: 0.1132 loss_giou: 0.3957 loss_class_0: 0.304 loss_bbox_0: 0.1226 loss_giou_0: 0.4173 loss_class_1: 0.2794 loss_bbox_1: 0.1188 loss_giou_1: 0.4123 loss_class_2: 0.2704 loss_bbox_2: 0.1149 loss_giou_2: 0.4036 loss_class_3: 0.2656 loss_bbox_3: 0.1143 loss_giou_3: 0.3994 loss_class_4: 0.2645 loss_bbox_4: 0.1131 loss_giou_4: 0.3951 loss_class_enc: 0.3079 loss_bbox_enc: 0.1387 loss_giou_enc: 0.4534 loss_class_dn: 0.06523 loss_bbox_dn: 0.1659 loss_giou_dn: 0.396 loss_class_dn_0: 0.1152 loss_bbox_dn_0: 0.238 loss_giou_dn_0: 0.5431 loss_class_dn_1: 0.08679 loss_bbox_dn_1: 0.1854 loss_giou_dn_1: 0.4413 loss_class_dn_2: 0.07449 loss_bbox_dn_2: 0.1703 loss_giou_dn_2: 0.4107 loss_class_dn_3: 0.07031 loss_bbox_dn_3: 0.1665 loss_giou_dn_3: 0.3985 loss_class_dn_4: 0.06745 loss_bbox_dn_4: 0.166 loss_giou_dn_4: 0.396 time: 1.1150 data_time: 0.0931 lr: 0.0001 max_mem: 43217M [05/20 07:19:22 d2.utils.events]: eta: 2 days, 6:56:03 iter: 45949 total_loss: 9.894 loss_class: 0.267 loss_bbox: 0.1153 loss_giou: 0.3948 loss_class_0: 0.3096 loss_bbox_0: 0.1244 loss_giou_0: 0.4132 loss_class_1: 0.2854 loss_bbox_1: 0.1192 loss_giou_1: 0.4063 loss_class_2: 0.2736 loss_bbox_2: 0.1165 loss_giou_2: 0.4017 loss_class_3: 0.2725 loss_bbox_3: 0.1158 loss_giou_3: 0.3953 loss_class_4: 0.2686 loss_bbox_4: 0.115 loss_giou_4: 0.3943 loss_class_enc: 0.3125 loss_bbox_enc: 0.1387 loss_giou_enc: 0.4425 loss_class_dn: 0.06547 loss_bbox_dn: 0.1635 loss_giou_dn: 0.4025 loss_class_dn_0: 0.1157 loss_bbox_dn_0: 0.2398 loss_giou_dn_0: 0.5478 loss_class_dn_1: 0.08625 loss_bbox_dn_1: 0.1842 loss_giou_dn_1: 0.4464 loss_class_dn_2: 0.07463 loss_bbox_dn_2: 0.1696 loss_giou_dn_2: 0.4151 loss_class_dn_3: 0.07027 loss_bbox_dn_3: 0.1647 loss_giou_dn_3: 0.405 loss_class_dn_4: 0.06641 loss_bbox_dn_4: 0.1635 loss_giou_dn_4: 0.4024 time: 1.1150 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 07:20:17 d2.utils.events]: eta: 2 days, 6:55:09 iter: 45999 total_loss: 9.822 loss_class: 0.2625 loss_bbox: 0.1168 loss_giou: 0.3866 loss_class_0: 0.3049 loss_bbox_0: 0.1282 loss_giou_0: 0.407 loss_class_1: 0.2794 loss_bbox_1: 0.1244 loss_giou_1: 0.4004 loss_class_2: 0.2682 loss_bbox_2: 0.1206 loss_giou_2: 0.3925 loss_class_3: 0.2648 loss_bbox_3: 0.1182 loss_giou_3: 0.3876 loss_class_4: 0.263 loss_bbox_4: 0.1168 loss_giou_4: 0.3864 loss_class_enc: 0.3041 loss_bbox_enc: 0.1429 loss_giou_enc: 0.4395 loss_class_dn: 0.06488 loss_bbox_dn: 0.1626 loss_giou_dn: 0.3934 loss_class_dn_0: 0.1151 loss_bbox_dn_0: 0.2414 loss_giou_dn_0: 0.5392 loss_class_dn_1: 0.08606 loss_bbox_dn_1: 0.1842 loss_giou_dn_1: 0.434 loss_class_dn_2: 0.07398 loss_bbox_dn_2: 0.1665 loss_giou_dn_2: 0.4051 loss_class_dn_3: 0.06994 loss_bbox_dn_3: 0.1628 loss_giou_dn_3: 0.3959 loss_class_dn_4: 0.06619 loss_bbox_dn_4: 0.1627 loss_giou_dn_4: 0.3932 time: 1.1150 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 07:21:13 d2.utils.events]: eta: 2 days, 6:53:43 iter: 46049 total_loss: 10.14 loss_class: 0.2672 loss_bbox: 0.1189 loss_giou: 0.3987 loss_class_0: 0.3107 loss_bbox_0: 0.1281 loss_giou_0: 0.4211 loss_class_1: 0.2823 loss_bbox_1: 0.1248 loss_giou_1: 0.412 loss_class_2: 0.27 loss_bbox_2: 0.1206 loss_giou_2: 0.4052 loss_class_3: 0.2697 loss_bbox_3: 0.1187 loss_giou_3: 0.4026 loss_class_4: 0.2687 loss_bbox_4: 0.1187 loss_giou_4: 0.3999 loss_class_enc: 0.3106 loss_bbox_enc: 0.141 loss_giou_enc: 0.4535 loss_class_dn: 0.06423 loss_bbox_dn: 0.1656 loss_giou_dn: 0.4095 loss_class_dn_0: 0.1123 loss_bbox_dn_0: 0.2491 loss_giou_dn_0: 0.5565 loss_class_dn_1: 0.08462 loss_bbox_dn_1: 0.1871 loss_giou_dn_1: 0.452 loss_class_dn_2: 0.07265 loss_bbox_dn_2: 0.1717 loss_giou_dn_2: 0.4223 loss_class_dn_3: 0.06899 loss_bbox_dn_3: 0.1666 loss_giou_dn_3: 0.4117 loss_class_dn_4: 0.06485 loss_bbox_dn_4: 0.1658 loss_giou_dn_4: 0.4094 time: 1.1150 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 07:22:10 d2.utils.events]: eta: 2 days, 6:52:02 iter: 46099 total_loss: 9.658 loss_class: 0.2621 loss_bbox: 0.1193 loss_giou: 0.3794 loss_class_0: 0.3051 loss_bbox_0: 0.1282 loss_giou_0: 0.3939 loss_class_1: 0.2779 loss_bbox_1: 0.1262 loss_giou_1: 0.3872 loss_class_2: 0.2667 loss_bbox_2: 0.122 loss_giou_2: 0.3825 loss_class_3: 0.2658 loss_bbox_3: 0.1194 loss_giou_3: 0.3819 loss_class_4: 0.2633 loss_bbox_4: 0.1189 loss_giou_4: 0.3798 loss_class_enc: 0.3066 loss_bbox_enc: 0.141 loss_giou_enc: 0.4294 loss_class_dn: 0.06376 loss_bbox_dn: 0.1658 loss_giou_dn: 0.3869 loss_class_dn_0: 0.1155 loss_bbox_dn_0: 0.2455 loss_giou_dn_0: 0.5331 loss_class_dn_1: 0.08569 loss_bbox_dn_1: 0.1893 loss_giou_dn_1: 0.4309 loss_class_dn_2: 0.07219 loss_bbox_dn_2: 0.1723 loss_giou_dn_2: 0.4008 loss_class_dn_3: 0.06853 loss_bbox_dn_3: 0.1669 loss_giou_dn_3: 0.3901 loss_class_dn_4: 0.06482 loss_bbox_dn_4: 0.166 loss_giou_dn_4: 0.3866 time: 1.1150 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 07:23:06 d2.utils.events]: eta: 2 days, 6:48:21 iter: 46149 total_loss: 9.911 loss_class: 0.2652 loss_bbox: 0.1129 loss_giou: 0.3895 loss_class_0: 0.3065 loss_bbox_0: 0.1267 loss_giou_0: 0.4138 loss_class_1: 0.283 loss_bbox_1: 0.1206 loss_giou_1: 0.4044 loss_class_2: 0.2712 loss_bbox_2: 0.1168 loss_giou_2: 0.3991 loss_class_3: 0.2692 loss_bbox_3: 0.1144 loss_giou_3: 0.394 loss_class_4: 0.2664 loss_bbox_4: 0.113 loss_giou_4: 0.3914 loss_class_enc: 0.3098 loss_bbox_enc: 0.1413 loss_giou_enc: 0.4449 loss_class_dn: 0.06693 loss_bbox_dn: 0.1641 loss_giou_dn: 0.4025 loss_class_dn_0: 0.1154 loss_bbox_dn_0: 0.2441 loss_giou_dn_0: 0.5525 loss_class_dn_1: 0.08694 loss_bbox_dn_1: 0.1885 loss_giou_dn_1: 0.4434 loss_class_dn_2: 0.0763 loss_bbox_dn_2: 0.1686 loss_giou_dn_2: 0.4119 loss_class_dn_3: 0.07295 loss_bbox_dn_3: 0.1654 loss_giou_dn_3: 0.4038 loss_class_dn_4: 0.06819 loss_bbox_dn_4: 0.1642 loss_giou_dn_4: 0.4024 time: 1.1150 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 07:24:01 d2.utils.events]: eta: 2 days, 6:45:58 iter: 46199 total_loss: 9.637 loss_class: 0.2637 loss_bbox: 0.116 loss_giou: 0.3901 loss_class_0: 0.3034 loss_bbox_0: 0.125 loss_giou_0: 0.4072 loss_class_1: 0.2795 loss_bbox_1: 0.1222 loss_giou_1: 0.4023 loss_class_2: 0.2703 loss_bbox_2: 0.1176 loss_giou_2: 0.393 loss_class_3: 0.2694 loss_bbox_3: 0.1166 loss_giou_3: 0.3922 loss_class_4: 0.2641 loss_bbox_4: 0.115 loss_giou_4: 0.3895 loss_class_enc: 0.3093 loss_bbox_enc: 0.141 loss_giou_enc: 0.4384 loss_class_dn: 0.0631 loss_bbox_dn: 0.1617 loss_giou_dn: 0.3889 loss_class_dn_0: 0.1117 loss_bbox_dn_0: 0.2422 loss_giou_dn_0: 0.5371 loss_class_dn_1: 0.08424 loss_bbox_dn_1: 0.1847 loss_giou_dn_1: 0.4336 loss_class_dn_2: 0.07104 loss_bbox_dn_2: 0.1678 loss_giou_dn_2: 0.4028 loss_class_dn_3: 0.06751 loss_bbox_dn_3: 0.1629 loss_giou_dn_3: 0.3912 loss_class_dn_4: 0.06435 loss_bbox_dn_4: 0.1616 loss_giou_dn_4: 0.3888 time: 1.1150 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 07:24:58 d2.utils.events]: eta: 2 days, 6:46:25 iter: 46249 total_loss: 9.729 loss_class: 0.2656 loss_bbox: 0.1146 loss_giou: 0.383 loss_class_0: 0.3061 loss_bbox_0: 0.1278 loss_giou_0: 0.4015 loss_class_1: 0.2825 loss_bbox_1: 0.1225 loss_giou_1: 0.3934 loss_class_2: 0.2727 loss_bbox_2: 0.1177 loss_giou_2: 0.3913 loss_class_3: 0.2686 loss_bbox_3: 0.1157 loss_giou_3: 0.387 loss_class_4: 0.2675 loss_bbox_4: 0.1143 loss_giou_4: 0.3834 loss_class_enc: 0.3102 loss_bbox_enc: 0.1437 loss_giou_enc: 0.4355 loss_class_dn: 0.06193 loss_bbox_dn: 0.173 loss_giou_dn: 0.3885 loss_class_dn_0: 0.1123 loss_bbox_dn_0: 0.2519 loss_giou_dn_0: 0.5355 loss_class_dn_1: 0.08253 loss_bbox_dn_1: 0.1976 loss_giou_dn_1: 0.4315 loss_class_dn_2: 0.06984 loss_bbox_dn_2: 0.1803 loss_giou_dn_2: 0.401 loss_class_dn_3: 0.06651 loss_bbox_dn_3: 0.1745 loss_giou_dn_3: 0.392 loss_class_dn_4: 0.0629 loss_bbox_dn_4: 0.1731 loss_giou_dn_4: 0.3883 time: 1.1150 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 07:25:54 d2.utils.events]: eta: 2 days, 6:46:08 iter: 46299 total_loss: 9.91 loss_class: 0.2662 loss_bbox: 0.1214 loss_giou: 0.394 loss_class_0: 0.3067 loss_bbox_0: 0.1315 loss_giou_0: 0.4147 loss_class_1: 0.2812 loss_bbox_1: 0.1283 loss_giou_1: 0.4065 loss_class_2: 0.2709 loss_bbox_2: 0.1245 loss_giou_2: 0.3997 loss_class_3: 0.268 loss_bbox_3: 0.1234 loss_giou_3: 0.3959 loss_class_4: 0.2665 loss_bbox_4: 0.1217 loss_giou_4: 0.3944 loss_class_enc: 0.3135 loss_bbox_enc: 0.1474 loss_giou_enc: 0.45 loss_class_dn: 0.06483 loss_bbox_dn: 0.1659 loss_giou_dn: 0.3978 loss_class_dn_0: 0.1127 loss_bbox_dn_0: 0.2474 loss_giou_dn_0: 0.5495 loss_class_dn_1: 0.08498 loss_bbox_dn_1: 0.1907 loss_giou_dn_1: 0.4423 loss_class_dn_2: 0.07294 loss_bbox_dn_2: 0.171 loss_giou_dn_2: 0.4108 loss_class_dn_3: 0.06916 loss_bbox_dn_3: 0.1671 loss_giou_dn_3: 0.4003 loss_class_dn_4: 0.06559 loss_bbox_dn_4: 0.1659 loss_giou_dn_4: 0.3977 time: 1.1150 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 07:26:49 d2.utils.events]: eta: 2 days, 6:44:30 iter: 46349 total_loss: 9.745 loss_class: 0.2554 loss_bbox: 0.1196 loss_giou: 0.3828 loss_class_0: 0.2976 loss_bbox_0: 0.1305 loss_giou_0: 0.4033 loss_class_1: 0.2698 loss_bbox_1: 0.1283 loss_giou_1: 0.3977 loss_class_2: 0.2619 loss_bbox_2: 0.1246 loss_giou_2: 0.3879 loss_class_3: 0.2594 loss_bbox_3: 0.1212 loss_giou_3: 0.3858 loss_class_4: 0.256 loss_bbox_4: 0.1198 loss_giou_4: 0.3827 loss_class_enc: 0.3026 loss_bbox_enc: 0.1436 loss_giou_enc: 0.432 loss_class_dn: 0.06372 loss_bbox_dn: 0.1758 loss_giou_dn: 0.3834 loss_class_dn_0: 0.1157 loss_bbox_dn_0: 0.2539 loss_giou_dn_0: 0.5222 loss_class_dn_1: 0.08678 loss_bbox_dn_1: 0.1962 loss_giou_dn_1: 0.42 loss_class_dn_2: 0.07315 loss_bbox_dn_2: 0.182 loss_giou_dn_2: 0.3938 loss_class_dn_3: 0.06891 loss_bbox_dn_3: 0.1778 loss_giou_dn_3: 0.3854 loss_class_dn_4: 0.06457 loss_bbox_dn_4: 0.1759 loss_giou_dn_4: 0.3834 time: 1.1150 data_time: 0.0959 lr: 0.0001 max_mem: 43217M [05/20 07:27:46 d2.utils.events]: eta: 2 days, 6:43:36 iter: 46399 total_loss: 9.627 loss_class: 0.2591 loss_bbox: 0.1132 loss_giou: 0.3827 loss_class_0: 0.3013 loss_bbox_0: 0.1232 loss_giou_0: 0.4006 loss_class_1: 0.2779 loss_bbox_1: 0.1207 loss_giou_1: 0.3927 loss_class_2: 0.2667 loss_bbox_2: 0.1155 loss_giou_2: 0.3869 loss_class_3: 0.2629 loss_bbox_3: 0.1131 loss_giou_3: 0.383 loss_class_4: 0.2602 loss_bbox_4: 0.1133 loss_giou_4: 0.3826 loss_class_enc: 0.3045 loss_bbox_enc: 0.137 loss_giou_enc: 0.4344 loss_class_dn: 0.06271 loss_bbox_dn: 0.1625 loss_giou_dn: 0.3871 loss_class_dn_0: 0.1141 loss_bbox_dn_0: 0.2391 loss_giou_dn_0: 0.5324 loss_class_dn_1: 0.08441 loss_bbox_dn_1: 0.1829 loss_giou_dn_1: 0.4303 loss_class_dn_2: 0.07348 loss_bbox_dn_2: 0.1668 loss_giou_dn_2: 0.3999 loss_class_dn_3: 0.06811 loss_bbox_dn_3: 0.1643 loss_giou_dn_3: 0.3894 loss_class_dn_4: 0.06406 loss_bbox_dn_4: 0.1628 loss_giou_dn_4: 0.3872 time: 1.1150 data_time: 0.0922 lr: 0.0001 max_mem: 43217M [05/20 07:28:42 d2.utils.events]: eta: 2 days, 6:42:57 iter: 46449 total_loss: 9.725 loss_class: 0.2622 loss_bbox: 0.1144 loss_giou: 0.3887 loss_class_0: 0.3 loss_bbox_0: 0.1242 loss_giou_0: 0.4073 loss_class_1: 0.2773 loss_bbox_1: 0.1215 loss_giou_1: 0.4028 loss_class_2: 0.2674 loss_bbox_2: 0.1174 loss_giou_2: 0.3947 loss_class_3: 0.2654 loss_bbox_3: 0.1161 loss_giou_3: 0.3901 loss_class_4: 0.265 loss_bbox_4: 0.1147 loss_giou_4: 0.389 loss_class_enc: 0.3084 loss_bbox_enc: 0.1369 loss_giou_enc: 0.4346 loss_class_dn: 0.06483 loss_bbox_dn: 0.1529 loss_giou_dn: 0.3949 loss_class_dn_0: 0.1131 loss_bbox_dn_0: 0.2293 loss_giou_dn_0: 0.5361 loss_class_dn_1: 0.08587 loss_bbox_dn_1: 0.1762 loss_giou_dn_1: 0.4364 loss_class_dn_2: 0.07277 loss_bbox_dn_2: 0.1583 loss_giou_dn_2: 0.4068 loss_class_dn_3: 0.06901 loss_bbox_dn_3: 0.1538 loss_giou_dn_3: 0.3971 loss_class_dn_4: 0.06576 loss_bbox_dn_4: 0.1529 loss_giou_dn_4: 0.3945 time: 1.1150 data_time: 0.1112 lr: 0.0001 max_mem: 43217M [05/20 07:29:39 d2.utils.events]: eta: 2 days, 6:42:47 iter: 46499 total_loss: 9.815 loss_class: 0.2592 loss_bbox: 0.112 loss_giou: 0.3938 loss_class_0: 0.3005 loss_bbox_0: 0.1219 loss_giou_0: 0.4125 loss_class_1: 0.2758 loss_bbox_1: 0.119 loss_giou_1: 0.4065 loss_class_2: 0.2657 loss_bbox_2: 0.1161 loss_giou_2: 0.4002 loss_class_3: 0.2638 loss_bbox_3: 0.1142 loss_giou_3: 0.3967 loss_class_4: 0.2604 loss_bbox_4: 0.1122 loss_giou_4: 0.3951 loss_class_enc: 0.3061 loss_bbox_enc: 0.1378 loss_giou_enc: 0.4463 loss_class_dn: 0.06586 loss_bbox_dn: 0.162 loss_giou_dn: 0.4003 loss_class_dn_0: 0.1185 loss_bbox_dn_0: 0.2479 loss_giou_dn_0: 0.557 loss_class_dn_1: 0.08802 loss_bbox_dn_1: 0.1866 loss_giou_dn_1: 0.4465 loss_class_dn_2: 0.07491 loss_bbox_dn_2: 0.169 loss_giou_dn_2: 0.4137 loss_class_dn_3: 0.07104 loss_bbox_dn_3: 0.1632 loss_giou_dn_3: 0.4034 loss_class_dn_4: 0.06695 loss_bbox_dn_4: 0.1621 loss_giou_dn_4: 0.4003 time: 1.1150 data_time: 0.1014 lr: 0.0001 max_mem: 43217M [05/20 07:30:35 d2.utils.events]: eta: 2 days, 6:43:28 iter: 46549 total_loss: 9.823 loss_class: 0.2613 loss_bbox: 0.1143 loss_giou: 0.3847 loss_class_0: 0.3047 loss_bbox_0: 0.1276 loss_giou_0: 0.408 loss_class_1: 0.2796 loss_bbox_1: 0.1223 loss_giou_1: 0.4005 loss_class_2: 0.2685 loss_bbox_2: 0.1178 loss_giou_2: 0.3897 loss_class_3: 0.2668 loss_bbox_3: 0.1156 loss_giou_3: 0.3862 loss_class_4: 0.264 loss_bbox_4: 0.1143 loss_giou_4: 0.3834 loss_class_enc: 0.3116 loss_bbox_enc: 0.1437 loss_giou_enc: 0.4433 loss_class_dn: 0.06396 loss_bbox_dn: 0.1586 loss_giou_dn: 0.3926 loss_class_dn_0: 0.1165 loss_bbox_dn_0: 0.2428 loss_giou_dn_0: 0.5361 loss_class_dn_1: 0.08696 loss_bbox_dn_1: 0.1835 loss_giou_dn_1: 0.4382 loss_class_dn_2: 0.07352 loss_bbox_dn_2: 0.1642 loss_giou_dn_2: 0.4055 loss_class_dn_3: 0.06948 loss_bbox_dn_3: 0.1595 loss_giou_dn_3: 0.3948 loss_class_dn_4: 0.06561 loss_bbox_dn_4: 0.1586 loss_giou_dn_4: 0.3927 time: 1.1150 data_time: 0.0926 lr: 0.0001 max_mem: 43217M [05/20 07:31:31 d2.utils.events]: eta: 2 days, 6:43:00 iter: 46599 total_loss: 9.883 loss_class: 0.2602 loss_bbox: 0.1154 loss_giou: 0.3964 loss_class_0: 0.2972 loss_bbox_0: 0.1245 loss_giou_0: 0.4161 loss_class_1: 0.2759 loss_bbox_1: 0.1211 loss_giou_1: 0.4065 loss_class_2: 0.2664 loss_bbox_2: 0.1176 loss_giou_2: 0.3981 loss_class_3: 0.2621 loss_bbox_3: 0.1167 loss_giou_3: 0.3974 loss_class_4: 0.2608 loss_bbox_4: 0.1161 loss_giou_4: 0.3956 loss_class_enc: 0.3038 loss_bbox_enc: 0.1388 loss_giou_enc: 0.4462 loss_class_dn: 0.06515 loss_bbox_dn: 0.1629 loss_giou_dn: 0.4017 loss_class_dn_0: 0.1135 loss_bbox_dn_0: 0.2343 loss_giou_dn_0: 0.546 loss_class_dn_1: 0.08612 loss_bbox_dn_1: 0.1831 loss_giou_dn_1: 0.4454 loss_class_dn_2: 0.07505 loss_bbox_dn_2: 0.1685 loss_giou_dn_2: 0.4149 loss_class_dn_3: 0.07078 loss_bbox_dn_3: 0.164 loss_giou_dn_3: 0.4042 loss_class_dn_4: 0.06652 loss_bbox_dn_4: 0.1628 loss_giou_dn_4: 0.4016 time: 1.1150 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 07:32:28 d2.utils.events]: eta: 2 days, 6:42:10 iter: 46649 total_loss: 9.671 loss_class: 0.2591 loss_bbox: 0.1157 loss_giou: 0.3849 loss_class_0: 0.2996 loss_bbox_0: 0.1263 loss_giou_0: 0.4066 loss_class_1: 0.2728 loss_bbox_1: 0.1238 loss_giou_1: 0.3999 loss_class_2: 0.2645 loss_bbox_2: 0.1182 loss_giou_2: 0.3897 loss_class_3: 0.261 loss_bbox_3: 0.1162 loss_giou_3: 0.3874 loss_class_4: 0.259 loss_bbox_4: 0.1163 loss_giou_4: 0.385 loss_class_enc: 0.3055 loss_bbox_enc: 0.1412 loss_giou_enc: 0.434 loss_class_dn: 0.06433 loss_bbox_dn: 0.1675 loss_giou_dn: 0.3879 loss_class_dn_0: 0.1108 loss_bbox_dn_0: 0.2474 loss_giou_dn_0: 0.5316 loss_class_dn_1: 0.08268 loss_bbox_dn_1: 0.1919 loss_giou_dn_1: 0.4317 loss_class_dn_2: 0.07154 loss_bbox_dn_2: 0.1723 loss_giou_dn_2: 0.4004 loss_class_dn_3: 0.06805 loss_bbox_dn_3: 0.1683 loss_giou_dn_3: 0.3899 loss_class_dn_4: 0.06466 loss_bbox_dn_4: 0.1673 loss_giou_dn_4: 0.3878 time: 1.1150 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 07:33:23 d2.utils.events]: eta: 2 days, 6:39:06 iter: 46699 total_loss: 9.782 loss_class: 0.2586 loss_bbox: 0.1167 loss_giou: 0.3935 loss_class_0: 0.2998 loss_bbox_0: 0.1261 loss_giou_0: 0.4169 loss_class_1: 0.2753 loss_bbox_1: 0.1231 loss_giou_1: 0.4081 loss_class_2: 0.2645 loss_bbox_2: 0.1202 loss_giou_2: 0.4 loss_class_3: 0.2606 loss_bbox_3: 0.1184 loss_giou_3: 0.3949 loss_class_4: 0.2591 loss_bbox_4: 0.1166 loss_giou_4: 0.3948 loss_class_enc: 0.3044 loss_bbox_enc: 0.1408 loss_giou_enc: 0.447 loss_class_dn: 0.06233 loss_bbox_dn: 0.157 loss_giou_dn: 0.3916 loss_class_dn_0: 0.1107 loss_bbox_dn_0: 0.2374 loss_giou_dn_0: 0.5398 loss_class_dn_1: 0.08384 loss_bbox_dn_1: 0.1833 loss_giou_dn_1: 0.437 loss_class_dn_2: 0.07101 loss_bbox_dn_2: 0.1626 loss_giou_dn_2: 0.4048 loss_class_dn_3: 0.06655 loss_bbox_dn_3: 0.1575 loss_giou_dn_3: 0.394 loss_class_dn_4: 0.06329 loss_bbox_dn_4: 0.1571 loss_giou_dn_4: 0.3915 time: 1.1150 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 07:34:20 d2.utils.events]: eta: 2 days, 6:37:52 iter: 46749 total_loss: 9.752 loss_class: 0.2557 loss_bbox: 0.1168 loss_giou: 0.3902 loss_class_0: 0.2961 loss_bbox_0: 0.1263 loss_giou_0: 0.4118 loss_class_1: 0.2722 loss_bbox_1: 0.1217 loss_giou_1: 0.4002 loss_class_2: 0.2598 loss_bbox_2: 0.1199 loss_giou_2: 0.3983 loss_class_3: 0.2584 loss_bbox_3: 0.1175 loss_giou_3: 0.3921 loss_class_4: 0.2565 loss_bbox_4: 0.1173 loss_giou_4: 0.3902 loss_class_enc: 0.3025 loss_bbox_enc: 0.1418 loss_giou_enc: 0.443 loss_class_dn: 0.06131 loss_bbox_dn: 0.1647 loss_giou_dn: 0.3907 loss_class_dn_0: 0.1112 loss_bbox_dn_0: 0.2415 loss_giou_dn_0: 0.5429 loss_class_dn_1: 0.0827 loss_bbox_dn_1: 0.1855 loss_giou_dn_1: 0.4325 loss_class_dn_2: 0.0697 loss_bbox_dn_2: 0.1694 loss_giou_dn_2: 0.4043 loss_class_dn_3: 0.06613 loss_bbox_dn_3: 0.1654 loss_giou_dn_3: 0.3936 loss_class_dn_4: 0.06245 loss_bbox_dn_4: 0.1647 loss_giou_dn_4: 0.3908 time: 1.1150 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 07:35:16 d2.utils.events]: eta: 2 days, 6:36:21 iter: 46799 total_loss: 9.869 loss_class: 0.2723 loss_bbox: 0.1141 loss_giou: 0.3948 loss_class_0: 0.3126 loss_bbox_0: 0.124 loss_giou_0: 0.414 loss_class_1: 0.2854 loss_bbox_1: 0.1188 loss_giou_1: 0.4083 loss_class_2: 0.2753 loss_bbox_2: 0.1169 loss_giou_2: 0.4033 loss_class_3: 0.2733 loss_bbox_3: 0.1159 loss_giou_3: 0.398 loss_class_4: 0.2714 loss_bbox_4: 0.1139 loss_giou_4: 0.3962 loss_class_enc: 0.3152 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4469 loss_class_dn: 0.06594 loss_bbox_dn: 0.1571 loss_giou_dn: 0.4047 loss_class_dn_0: 0.1146 loss_bbox_dn_0: 0.2343 loss_giou_dn_0: 0.5509 loss_class_dn_1: 0.0858 loss_bbox_dn_1: 0.1791 loss_giou_dn_1: 0.4482 loss_class_dn_2: 0.0736 loss_bbox_dn_2: 0.1623 loss_giou_dn_2: 0.4192 loss_class_dn_3: 0.07015 loss_bbox_dn_3: 0.1585 loss_giou_dn_3: 0.4078 loss_class_dn_4: 0.06702 loss_bbox_dn_4: 0.1571 loss_giou_dn_4: 0.4046 time: 1.1150 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 07:36:12 d2.utils.events]: eta: 2 days, 6:35:36 iter: 46849 total_loss: 9.765 loss_class: 0.2639 loss_bbox: 0.1182 loss_giou: 0.3893 loss_class_0: 0.3033 loss_bbox_0: 0.1255 loss_giou_0: 0.4057 loss_class_1: 0.2789 loss_bbox_1: 0.1243 loss_giou_1: 0.399 loss_class_2: 0.2706 loss_bbox_2: 0.1199 loss_giou_2: 0.3943 loss_class_3: 0.266 loss_bbox_3: 0.1182 loss_giou_3: 0.3906 loss_class_4: 0.2647 loss_bbox_4: 0.1177 loss_giou_4: 0.3898 loss_class_enc: 0.3067 loss_bbox_enc: 0.1417 loss_giou_enc: 0.4387 loss_class_dn: 0.06376 loss_bbox_dn: 0.1598 loss_giou_dn: 0.4015 loss_class_dn_0: 0.1145 loss_bbox_dn_0: 0.2438 loss_giou_dn_0: 0.543 loss_class_dn_1: 0.08654 loss_bbox_dn_1: 0.1846 loss_giou_dn_1: 0.4425 loss_class_dn_2: 0.07283 loss_bbox_dn_2: 0.1671 loss_giou_dn_2: 0.4139 loss_class_dn_3: 0.06922 loss_bbox_dn_3: 0.161 loss_giou_dn_3: 0.4036 loss_class_dn_4: 0.06506 loss_bbox_dn_4: 0.1598 loss_giou_dn_4: 0.4016 time: 1.1150 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/20 07:37:08 d2.utils.events]: eta: 2 days, 6:34:25 iter: 46899 total_loss: 9.857 loss_class: 0.2627 loss_bbox: 0.1178 loss_giou: 0.3904 loss_class_0: 0.2999 loss_bbox_0: 0.1321 loss_giou_0: 0.4124 loss_class_1: 0.2803 loss_bbox_1: 0.1259 loss_giou_1: 0.404 loss_class_2: 0.2694 loss_bbox_2: 0.1215 loss_giou_2: 0.396 loss_class_3: 0.2666 loss_bbox_3: 0.1198 loss_giou_3: 0.3929 loss_class_4: 0.2639 loss_bbox_4: 0.1181 loss_giou_4: 0.3919 loss_class_enc: 0.3082 loss_bbox_enc: 0.1425 loss_giou_enc: 0.4434 loss_class_dn: 0.06863 loss_bbox_dn: 0.1629 loss_giou_dn: 0.3938 loss_class_dn_0: 0.1167 loss_bbox_dn_0: 0.2393 loss_giou_dn_0: 0.5371 loss_class_dn_1: 0.08907 loss_bbox_dn_1: 0.1856 loss_giou_dn_1: 0.4359 loss_class_dn_2: 0.07754 loss_bbox_dn_2: 0.1692 loss_giou_dn_2: 0.4037 loss_class_dn_3: 0.07331 loss_bbox_dn_3: 0.1643 loss_giou_dn_3: 0.395 loss_class_dn_4: 0.06927 loss_bbox_dn_4: 0.1629 loss_giou_dn_4: 0.3939 time: 1.1150 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 07:38:04 d2.utils.events]: eta: 2 days, 6:33:30 iter: 46949 total_loss: 9.769 loss_class: 0.2587 loss_bbox: 0.1167 loss_giou: 0.3971 loss_class_0: 0.3018 loss_bbox_0: 0.1275 loss_giou_0: 0.4149 loss_class_1: 0.274 loss_bbox_1: 0.1237 loss_giou_1: 0.4097 loss_class_2: 0.2652 loss_bbox_2: 0.1192 loss_giou_2: 0.4023 loss_class_3: 0.2639 loss_bbox_3: 0.117 loss_giou_3: 0.3979 loss_class_4: 0.2607 loss_bbox_4: 0.1162 loss_giou_4: 0.396 loss_class_enc: 0.3064 loss_bbox_enc: 0.1419 loss_giou_enc: 0.4472 loss_class_dn: 0.06284 loss_bbox_dn: 0.1608 loss_giou_dn: 0.3998 loss_class_dn_0: 0.1113 loss_bbox_dn_0: 0.2352 loss_giou_dn_0: 0.5417 loss_class_dn_1: 0.08332 loss_bbox_dn_1: 0.1807 loss_giou_dn_1: 0.4406 loss_class_dn_2: 0.07106 loss_bbox_dn_2: 0.1637 loss_giou_dn_2: 0.411 loss_class_dn_3: 0.06787 loss_bbox_dn_3: 0.1612 loss_giou_dn_3: 0.4021 loss_class_dn_4: 0.06406 loss_bbox_dn_4: 0.1608 loss_giou_dn_4: 0.3998 time: 1.1150 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 07:39:00 d2.utils.events]: eta: 2 days, 6:33:36 iter: 46999 total_loss: 9.601 loss_class: 0.2598 loss_bbox: 0.1171 loss_giou: 0.3919 loss_class_0: 0.3025 loss_bbox_0: 0.1249 loss_giou_0: 0.4121 loss_class_1: 0.2755 loss_bbox_1: 0.1215 loss_giou_1: 0.4059 loss_class_2: 0.2659 loss_bbox_2: 0.1193 loss_giou_2: 0.3964 loss_class_3: 0.2643 loss_bbox_3: 0.1186 loss_giou_3: 0.392 loss_class_4: 0.2611 loss_bbox_4: 0.1173 loss_giou_4: 0.3917 loss_class_enc: 0.3086 loss_bbox_enc: 0.1402 loss_giou_enc: 0.4398 loss_class_dn: 0.06311 loss_bbox_dn: 0.1613 loss_giou_dn: 0.3865 loss_class_dn_0: 0.1111 loss_bbox_dn_0: 0.24 loss_giou_dn_0: 0.5372 loss_class_dn_1: 0.08241 loss_bbox_dn_1: 0.1854 loss_giou_dn_1: 0.432 loss_class_dn_2: 0.07025 loss_bbox_dn_2: 0.1689 loss_giou_dn_2: 0.3995 loss_class_dn_3: 0.06855 loss_bbox_dn_3: 0.163 loss_giou_dn_3: 0.389 loss_class_dn_4: 0.06427 loss_bbox_dn_4: 0.1613 loss_giou_dn_4: 0.3863 time: 1.1150 data_time: 0.0892 lr: 0.0001 max_mem: 43217M [05/20 07:39:56 d2.utils.events]: eta: 2 days, 6:32:40 iter: 47049 total_loss: 9.531 loss_class: 0.2578 loss_bbox: 0.115 loss_giou: 0.375 loss_class_0: 0.296 loss_bbox_0: 0.1265 loss_giou_0: 0.3943 loss_class_1: 0.2727 loss_bbox_1: 0.1231 loss_giou_1: 0.3865 loss_class_2: 0.2645 loss_bbox_2: 0.1168 loss_giou_2: 0.3789 loss_class_3: 0.2626 loss_bbox_3: 0.1155 loss_giou_3: 0.3768 loss_class_4: 0.2592 loss_bbox_4: 0.115 loss_giou_4: 0.3756 loss_class_enc: 0.3003 loss_bbox_enc: 0.1436 loss_giou_enc: 0.4253 loss_class_dn: 0.06038 loss_bbox_dn: 0.1609 loss_giou_dn: 0.3843 loss_class_dn_0: 0.1097 loss_bbox_dn_0: 0.245 loss_giou_dn_0: 0.5288 loss_class_dn_1: 0.08205 loss_bbox_dn_1: 0.1833 loss_giou_dn_1: 0.4225 loss_class_dn_2: 0.06903 loss_bbox_dn_2: 0.1665 loss_giou_dn_2: 0.3965 loss_class_dn_3: 0.06536 loss_bbox_dn_3: 0.1619 loss_giou_dn_3: 0.3872 loss_class_dn_4: 0.06204 loss_bbox_dn_4: 0.1609 loss_giou_dn_4: 0.384 time: 1.1150 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 07:40:52 d2.utils.events]: eta: 2 days, 6:32:14 iter: 47099 total_loss: 9.698 loss_class: 0.2565 loss_bbox: 0.1136 loss_giou: 0.3942 loss_class_0: 0.2987 loss_bbox_0: 0.1257 loss_giou_0: 0.4142 loss_class_1: 0.2724 loss_bbox_1: 0.1197 loss_giou_1: 0.4063 loss_class_2: 0.2602 loss_bbox_2: 0.1168 loss_giou_2: 0.4 loss_class_3: 0.2585 loss_bbox_3: 0.1159 loss_giou_3: 0.397 loss_class_4: 0.2568 loss_bbox_4: 0.1138 loss_giou_4: 0.3941 loss_class_enc: 0.305 loss_bbox_enc: 0.1404 loss_giou_enc: 0.4469 loss_class_dn: 0.05934 loss_bbox_dn: 0.1605 loss_giou_dn: 0.3924 loss_class_dn_0: 0.1129 loss_bbox_dn_0: 0.233 loss_giou_dn_0: 0.543 loss_class_dn_1: 0.08329 loss_bbox_dn_1: 0.182 loss_giou_dn_1: 0.438 loss_class_dn_2: 0.06978 loss_bbox_dn_2: 0.1668 loss_giou_dn_2: 0.4041 loss_class_dn_3: 0.06618 loss_bbox_dn_3: 0.162 loss_giou_dn_3: 0.3943 loss_class_dn_4: 0.06131 loss_bbox_dn_4: 0.1606 loss_giou_dn_4: 0.3924 time: 1.1150 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 07:41:48 d2.utils.events]: eta: 2 days, 6:29:51 iter: 47149 total_loss: 9.741 loss_class: 0.2655 loss_bbox: 0.1149 loss_giou: 0.3927 loss_class_0: 0.3026 loss_bbox_0: 0.1262 loss_giou_0: 0.4117 loss_class_1: 0.2776 loss_bbox_1: 0.1218 loss_giou_1: 0.407 loss_class_2: 0.2708 loss_bbox_2: 0.1177 loss_giou_2: 0.3984 loss_class_3: 0.2684 loss_bbox_3: 0.1148 loss_giou_3: 0.3941 loss_class_4: 0.265 loss_bbox_4: 0.115 loss_giou_4: 0.3941 loss_class_enc: 0.3075 loss_bbox_enc: 0.1401 loss_giou_enc: 0.4405 loss_class_dn: 0.06139 loss_bbox_dn: 0.1642 loss_giou_dn: 0.3951 loss_class_dn_0: 0.1133 loss_bbox_dn_0: 0.2448 loss_giou_dn_0: 0.5399 loss_class_dn_1: 0.08472 loss_bbox_dn_1: 0.1877 loss_giou_dn_1: 0.44 loss_class_dn_2: 0.07134 loss_bbox_dn_2: 0.1692 loss_giou_dn_2: 0.4082 loss_class_dn_3: 0.0668 loss_bbox_dn_3: 0.1656 loss_giou_dn_3: 0.3976 loss_class_dn_4: 0.06264 loss_bbox_dn_4: 0.1644 loss_giou_dn_4: 0.395 time: 1.1150 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 07:42:44 d2.utils.events]: eta: 2 days, 6:31:47 iter: 47199 total_loss: 9.652 loss_class: 0.2543 loss_bbox: 0.1176 loss_giou: 0.3892 loss_class_0: 0.2875 loss_bbox_0: 0.1294 loss_giou_0: 0.4082 loss_class_1: 0.2674 loss_bbox_1: 0.1231 loss_giou_1: 0.4002 loss_class_2: 0.2592 loss_bbox_2: 0.1207 loss_giou_2: 0.3953 loss_class_3: 0.2571 loss_bbox_3: 0.1184 loss_giou_3: 0.3917 loss_class_4: 0.256 loss_bbox_4: 0.1172 loss_giou_4: 0.3899 loss_class_enc: 0.2949 loss_bbox_enc: 0.1425 loss_giou_enc: 0.437 loss_class_dn: 0.05974 loss_bbox_dn: 0.1615 loss_giou_dn: 0.3904 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2478 loss_giou_dn_0: 0.5358 loss_class_dn_1: 0.07908 loss_bbox_dn_1: 0.185 loss_giou_dn_1: 0.4378 loss_class_dn_2: 0.06701 loss_bbox_dn_2: 0.168 loss_giou_dn_2: 0.4045 loss_class_dn_3: 0.06388 loss_bbox_dn_3: 0.1636 loss_giou_dn_3: 0.3938 loss_class_dn_4: 0.06113 loss_bbox_dn_4: 0.1615 loss_giou_dn_4: 0.3904 time: 1.1150 data_time: 0.1029 lr: 0.0001 max_mem: 43217M [05/20 07:43:39 d2.utils.events]: eta: 2 days, 6:27:42 iter: 47249 total_loss: 9.633 loss_class: 0.2562 loss_bbox: 0.116 loss_giou: 0.3858 loss_class_0: 0.3028 loss_bbox_0: 0.1257 loss_giou_0: 0.4017 loss_class_1: 0.2737 loss_bbox_1: 0.1204 loss_giou_1: 0.3944 loss_class_2: 0.2635 loss_bbox_2: 0.1186 loss_giou_2: 0.3899 loss_class_3: 0.2595 loss_bbox_3: 0.1168 loss_giou_3: 0.3881 loss_class_4: 0.2573 loss_bbox_4: 0.1162 loss_giou_4: 0.3862 loss_class_enc: 0.3039 loss_bbox_enc: 0.1395 loss_giou_enc: 0.4384 loss_class_dn: 0.05993 loss_bbox_dn: 0.157 loss_giou_dn: 0.3945 loss_class_dn_0: 0.1105 loss_bbox_dn_0: 0.2336 loss_giou_dn_0: 0.5347 loss_class_dn_1: 0.08106 loss_bbox_dn_1: 0.177 loss_giou_dn_1: 0.4338 loss_class_dn_2: 0.06741 loss_bbox_dn_2: 0.1618 loss_giou_dn_2: 0.4066 loss_class_dn_3: 0.0634 loss_bbox_dn_3: 0.1582 loss_giou_dn_3: 0.3963 loss_class_dn_4: 0.06107 loss_bbox_dn_4: 0.1572 loss_giou_dn_4: 0.3943 time: 1.1150 data_time: 0.0994 lr: 0.0001 max_mem: 43217M [05/20 07:44:36 d2.utils.events]: eta: 2 days, 6:25:04 iter: 47299 total_loss: 9.879 loss_class: 0.2644 loss_bbox: 0.1179 loss_giou: 0.3873 loss_class_0: 0.3121 loss_bbox_0: 0.1262 loss_giou_0: 0.4015 loss_class_1: 0.2824 loss_bbox_1: 0.1248 loss_giou_1: 0.3969 loss_class_2: 0.2722 loss_bbox_2: 0.1209 loss_giou_2: 0.3923 loss_class_3: 0.2686 loss_bbox_3: 0.1189 loss_giou_3: 0.3871 loss_class_4: 0.2644 loss_bbox_4: 0.1187 loss_giou_4: 0.3867 loss_class_enc: 0.3122 loss_bbox_enc: 0.1438 loss_giou_enc: 0.4341 loss_class_dn: 0.06164 loss_bbox_dn: 0.1638 loss_giou_dn: 0.3948 loss_class_dn_0: 0.1114 loss_bbox_dn_0: 0.2496 loss_giou_dn_0: 0.5429 loss_class_dn_1: 0.08195 loss_bbox_dn_1: 0.1889 loss_giou_dn_1: 0.4369 loss_class_dn_2: 0.06946 loss_bbox_dn_2: 0.1694 loss_giou_dn_2: 0.4076 loss_class_dn_3: 0.06567 loss_bbox_dn_3: 0.1647 loss_giou_dn_3: 0.3979 loss_class_dn_4: 0.06273 loss_bbox_dn_4: 0.1639 loss_giou_dn_4: 0.3945 time: 1.1150 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 07:45:32 d2.utils.events]: eta: 2 days, 6:25:23 iter: 47349 total_loss: 9.769 loss_class: 0.2582 loss_bbox: 0.1152 loss_giou: 0.3958 loss_class_0: 0.3014 loss_bbox_0: 0.1268 loss_giou_0: 0.4131 loss_class_1: 0.2753 loss_bbox_1: 0.1213 loss_giou_1: 0.4079 loss_class_2: 0.2648 loss_bbox_2: 0.1176 loss_giou_2: 0.403 loss_class_3: 0.2621 loss_bbox_3: 0.1161 loss_giou_3: 0.3969 loss_class_4: 0.2595 loss_bbox_4: 0.1149 loss_giou_4: 0.3954 loss_class_enc: 0.3048 loss_bbox_enc: 0.138 loss_giou_enc: 0.441 loss_class_dn: 0.06104 loss_bbox_dn: 0.161 loss_giou_dn: 0.3976 loss_class_dn_0: 0.1114 loss_bbox_dn_0: 0.2392 loss_giou_dn_0: 0.5364 loss_class_dn_1: 0.08177 loss_bbox_dn_1: 0.1821 loss_giou_dn_1: 0.4373 loss_class_dn_2: 0.06917 loss_bbox_dn_2: 0.1655 loss_giou_dn_2: 0.4096 loss_class_dn_3: 0.06582 loss_bbox_dn_3: 0.1622 loss_giou_dn_3: 0.4003 loss_class_dn_4: 0.06205 loss_bbox_dn_4: 0.1611 loss_giou_dn_4: 0.3977 time: 1.1150 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 07:46:29 d2.utils.events]: eta: 2 days, 6:25:28 iter: 47399 total_loss: 9.487 loss_class: 0.2593 loss_bbox: 0.1144 loss_giou: 0.3858 loss_class_0: 0.3009 loss_bbox_0: 0.1215 loss_giou_0: 0.4023 loss_class_1: 0.2765 loss_bbox_1: 0.1202 loss_giou_1: 0.3982 loss_class_2: 0.2659 loss_bbox_2: 0.1156 loss_giou_2: 0.3901 loss_class_3: 0.2644 loss_bbox_3: 0.1148 loss_giou_3: 0.3862 loss_class_4: 0.2609 loss_bbox_4: 0.1141 loss_giou_4: 0.3861 loss_class_enc: 0.3085 loss_bbox_enc: 0.1346 loss_giou_enc: 0.4349 loss_class_dn: 0.06051 loss_bbox_dn: 0.1525 loss_giou_dn: 0.3867 loss_class_dn_0: 0.1099 loss_bbox_dn_0: 0.2313 loss_giou_dn_0: 0.5347 loss_class_dn_1: 0.08086 loss_bbox_dn_1: 0.1751 loss_giou_dn_1: 0.43 loss_class_dn_2: 0.06811 loss_bbox_dn_2: 0.1591 loss_giou_dn_2: 0.3996 loss_class_dn_3: 0.06456 loss_bbox_dn_3: 0.1543 loss_giou_dn_3: 0.3888 loss_class_dn_4: 0.06155 loss_bbox_dn_4: 0.1526 loss_giou_dn_4: 0.3865 time: 1.1150 data_time: 0.1025 lr: 0.0001 max_mem: 43217M [05/20 07:47:25 d2.utils.events]: eta: 2 days, 6:24:33 iter: 47449 total_loss: 9.606 loss_class: 0.2577 loss_bbox: 0.1141 loss_giou: 0.3977 loss_class_0: 0.3005 loss_bbox_0: 0.1251 loss_giou_0: 0.4193 loss_class_1: 0.2765 loss_bbox_1: 0.1212 loss_giou_1: 0.4118 loss_class_2: 0.2662 loss_bbox_2: 0.1168 loss_giou_2: 0.4027 loss_class_3: 0.2636 loss_bbox_3: 0.1139 loss_giou_3: 0.3988 loss_class_4: 0.2596 loss_bbox_4: 0.1141 loss_giou_4: 0.3978 loss_class_enc: 0.3034 loss_bbox_enc: 0.1417 loss_giou_enc: 0.4509 loss_class_dn: 0.06069 loss_bbox_dn: 0.1593 loss_giou_dn: 0.3938 loss_class_dn_0: 0.1105 loss_bbox_dn_0: 0.2442 loss_giou_dn_0: 0.5388 loss_class_dn_1: 0.08071 loss_bbox_dn_1: 0.1853 loss_giou_dn_1: 0.4374 loss_class_dn_2: 0.06934 loss_bbox_dn_2: 0.1663 loss_giou_dn_2: 0.4067 loss_class_dn_3: 0.06525 loss_bbox_dn_3: 0.161 loss_giou_dn_3: 0.3961 loss_class_dn_4: 0.06213 loss_bbox_dn_4: 0.1593 loss_giou_dn_4: 0.3936 time: 1.1150 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 07:48:22 d2.utils.events]: eta: 2 days, 6:22:38 iter: 47499 total_loss: 9.997 loss_class: 0.268 loss_bbox: 0.1161 loss_giou: 0.3971 loss_class_0: 0.3062 loss_bbox_0: 0.1255 loss_giou_0: 0.4188 loss_class_1: 0.2856 loss_bbox_1: 0.1211 loss_giou_1: 0.4102 loss_class_2: 0.2714 loss_bbox_2: 0.1195 loss_giou_2: 0.405 loss_class_3: 0.2699 loss_bbox_3: 0.1171 loss_giou_3: 0.3993 loss_class_4: 0.2678 loss_bbox_4: 0.1163 loss_giou_4: 0.3972 loss_class_enc: 0.3122 loss_bbox_enc: 0.1379 loss_giou_enc: 0.4489 loss_class_dn: 0.06884 loss_bbox_dn: 0.1637 loss_giou_dn: 0.4087 loss_class_dn_0: 0.1167 loss_bbox_dn_0: 0.2378 loss_giou_dn_0: 0.5463 loss_class_dn_1: 0.08706 loss_bbox_dn_1: 0.1845 loss_giou_dn_1: 0.4524 loss_class_dn_2: 0.07686 loss_bbox_dn_2: 0.1676 loss_giou_dn_2: 0.4217 loss_class_dn_3: 0.07366 loss_bbox_dn_3: 0.1641 loss_giou_dn_3: 0.4109 loss_class_dn_4: 0.07063 loss_bbox_dn_4: 0.1638 loss_giou_dn_4: 0.4086 time: 1.1150 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 07:49:18 d2.utils.events]: eta: 2 days, 6:21:56 iter: 47549 total_loss: 9.661 loss_class: 0.2563 loss_bbox: 0.1151 loss_giou: 0.3865 loss_class_0: 0.3004 loss_bbox_0: 0.1266 loss_giou_0: 0.4057 loss_class_1: 0.2701 loss_bbox_1: 0.122 loss_giou_1: 0.3976 loss_class_2: 0.2606 loss_bbox_2: 0.1179 loss_giou_2: 0.3914 loss_class_3: 0.2575 loss_bbox_3: 0.1159 loss_giou_3: 0.3872 loss_class_4: 0.2562 loss_bbox_4: 0.1149 loss_giou_4: 0.3875 loss_class_enc: 0.3096 loss_bbox_enc: 0.1411 loss_giou_enc: 0.4374 loss_class_dn: 0.0612 loss_bbox_dn: 0.1591 loss_giou_dn: 0.3878 loss_class_dn_0: 0.1113 loss_bbox_dn_0: 0.2397 loss_giou_dn_0: 0.537 loss_class_dn_1: 0.08138 loss_bbox_dn_1: 0.1824 loss_giou_dn_1: 0.432 loss_class_dn_2: 0.0689 loss_bbox_dn_2: 0.1646 loss_giou_dn_2: 0.4013 loss_class_dn_3: 0.06497 loss_bbox_dn_3: 0.1601 loss_giou_dn_3: 0.3902 loss_class_dn_4: 0.06244 loss_bbox_dn_4: 0.1592 loss_giou_dn_4: 0.3876 time: 1.1150 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 07:50:15 d2.utils.events]: eta: 2 days, 6:21:01 iter: 47599 total_loss: 9.938 loss_class: 0.2641 loss_bbox: 0.1175 loss_giou: 0.3933 loss_class_0: 0.3022 loss_bbox_0: 0.1282 loss_giou_0: 0.4105 loss_class_1: 0.2812 loss_bbox_1: 0.1231 loss_giou_1: 0.4052 loss_class_2: 0.2702 loss_bbox_2: 0.1206 loss_giou_2: 0.4001 loss_class_3: 0.2668 loss_bbox_3: 0.1195 loss_giou_3: 0.3957 loss_class_4: 0.2647 loss_bbox_4: 0.1176 loss_giou_4: 0.3932 loss_class_enc: 0.31 loss_bbox_enc: 0.1443 loss_giou_enc: 0.4422 loss_class_dn: 0.06336 loss_bbox_dn: 0.1686 loss_giou_dn: 0.4003 loss_class_dn_0: 0.1148 loss_bbox_dn_0: 0.2522 loss_giou_dn_0: 0.5501 loss_class_dn_1: 0.08614 loss_bbox_dn_1: 0.1925 loss_giou_dn_1: 0.4445 loss_class_dn_2: 0.0731 loss_bbox_dn_2: 0.1733 loss_giou_dn_2: 0.4126 loss_class_dn_3: 0.06925 loss_bbox_dn_3: 0.169 loss_giou_dn_3: 0.4027 loss_class_dn_4: 0.06519 loss_bbox_dn_4: 0.1686 loss_giou_dn_4: 0.4004 time: 1.1150 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 07:51:10 d2.utils.events]: eta: 2 days, 6:16:07 iter: 47649 total_loss: 9.732 loss_class: 0.264 loss_bbox: 0.1135 loss_giou: 0.3876 loss_class_0: 0.3054 loss_bbox_0: 0.1242 loss_giou_0: 0.4072 loss_class_1: 0.2813 loss_bbox_1: 0.1192 loss_giou_1: 0.3963 loss_class_2: 0.2718 loss_bbox_2: 0.1155 loss_giou_2: 0.3902 loss_class_3: 0.2692 loss_bbox_3: 0.1137 loss_giou_3: 0.3874 loss_class_4: 0.2658 loss_bbox_4: 0.1139 loss_giou_4: 0.3877 loss_class_enc: 0.3067 loss_bbox_enc: 0.143 loss_giou_enc: 0.4431 loss_class_dn: 0.06372 loss_bbox_dn: 0.1585 loss_giou_dn: 0.3948 loss_class_dn_0: 0.1131 loss_bbox_dn_0: 0.2438 loss_giou_dn_0: 0.5472 loss_class_dn_1: 0.08491 loss_bbox_dn_1: 0.1866 loss_giou_dn_1: 0.4389 loss_class_dn_2: 0.07157 loss_bbox_dn_2: 0.1647 loss_giou_dn_2: 0.4078 loss_class_dn_3: 0.06829 loss_bbox_dn_3: 0.16 loss_giou_dn_3: 0.397 loss_class_dn_4: 0.06545 loss_bbox_dn_4: 0.1585 loss_giou_dn_4: 0.3948 time: 1.1150 data_time: 0.1025 lr: 0.0001 max_mem: 43217M [05/20 07:52:06 d2.utils.events]: eta: 2 days, 6:16:20 iter: 47699 total_loss: 9.549 loss_class: 0.2601 loss_bbox: 0.1162 loss_giou: 0.3755 loss_class_0: 0.2966 loss_bbox_0: 0.1236 loss_giou_0: 0.3932 loss_class_1: 0.2763 loss_bbox_1: 0.1202 loss_giou_1: 0.3864 loss_class_2: 0.2669 loss_bbox_2: 0.1172 loss_giou_2: 0.3817 loss_class_3: 0.2638 loss_bbox_3: 0.1157 loss_giou_3: 0.3774 loss_class_4: 0.2616 loss_bbox_4: 0.1164 loss_giou_4: 0.3751 loss_class_enc: 0.3041 loss_bbox_enc: 0.1386 loss_giou_enc: 0.4273 loss_class_dn: 0.05925 loss_bbox_dn: 0.1626 loss_giou_dn: 0.3898 loss_class_dn_0: 0.109 loss_bbox_dn_0: 0.2416 loss_giou_dn_0: 0.53 loss_class_dn_1: 0.07955 loss_bbox_dn_1: 0.1859 loss_giou_dn_1: 0.4314 loss_class_dn_2: 0.06684 loss_bbox_dn_2: 0.1675 loss_giou_dn_2: 0.4014 loss_class_dn_3: 0.06424 loss_bbox_dn_3: 0.1635 loss_giou_dn_3: 0.3921 loss_class_dn_4: 0.06041 loss_bbox_dn_4: 0.1627 loss_giou_dn_4: 0.3898 time: 1.1150 data_time: 0.1012 lr: 0.0001 max_mem: 43217M [05/20 07:53:02 d2.utils.events]: eta: 2 days, 6:14:58 iter: 47749 total_loss: 9.618 loss_class: 0.2583 loss_bbox: 0.1092 loss_giou: 0.3931 loss_class_0: 0.2999 loss_bbox_0: 0.1205 loss_giou_0: 0.41 loss_class_1: 0.2741 loss_bbox_1: 0.1146 loss_giou_1: 0.4048 loss_class_2: 0.2628 loss_bbox_2: 0.1117 loss_giou_2: 0.398 loss_class_3: 0.2621 loss_bbox_3: 0.1103 loss_giou_3: 0.3951 loss_class_4: 0.2592 loss_bbox_4: 0.1086 loss_giou_4: 0.3926 loss_class_enc: 0.3047 loss_bbox_enc: 0.1337 loss_giou_enc: 0.4475 loss_class_dn: 0.06034 loss_bbox_dn: 0.1518 loss_giou_dn: 0.3942 loss_class_dn_0: 0.1111 loss_bbox_dn_0: 0.2352 loss_giou_dn_0: 0.5389 loss_class_dn_1: 0.08122 loss_bbox_dn_1: 0.1734 loss_giou_dn_1: 0.4347 loss_class_dn_2: 0.06914 loss_bbox_dn_2: 0.1558 loss_giou_dn_2: 0.4059 loss_class_dn_3: 0.0656 loss_bbox_dn_3: 0.1523 loss_giou_dn_3: 0.3972 loss_class_dn_4: 0.06204 loss_bbox_dn_4: 0.1518 loss_giou_dn_4: 0.3941 time: 1.1150 data_time: 0.0910 lr: 0.0001 max_mem: 43217M [05/20 07:53:58 d2.utils.events]: eta: 2 days, 6:16:36 iter: 47799 total_loss: 9.624 loss_class: 0.2583 loss_bbox: 0.1163 loss_giou: 0.3807 loss_class_0: 0.2995 loss_bbox_0: 0.1243 loss_giou_0: 0.4009 loss_class_1: 0.2743 loss_bbox_1: 0.1216 loss_giou_1: 0.3922 loss_class_2: 0.2629 loss_bbox_2: 0.1175 loss_giou_2: 0.3878 loss_class_3: 0.2633 loss_bbox_3: 0.1172 loss_giou_3: 0.3833 loss_class_4: 0.2595 loss_bbox_4: 0.1167 loss_giou_4: 0.3828 loss_class_enc: 0.3048 loss_bbox_enc: 0.1383 loss_giou_enc: 0.4333 loss_class_dn: 0.06374 loss_bbox_dn: 0.1691 loss_giou_dn: 0.3923 loss_class_dn_0: 0.1137 loss_bbox_dn_0: 0.2522 loss_giou_dn_0: 0.536 loss_class_dn_1: 0.08267 loss_bbox_dn_1: 0.1915 loss_giou_dn_1: 0.4314 loss_class_dn_2: 0.07261 loss_bbox_dn_2: 0.1746 loss_giou_dn_2: 0.403 loss_class_dn_3: 0.06771 loss_bbox_dn_3: 0.1702 loss_giou_dn_3: 0.3939 loss_class_dn_4: 0.06482 loss_bbox_dn_4: 0.169 loss_giou_dn_4: 0.3924 time: 1.1150 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 07:54:55 d2.utils.events]: eta: 2 days, 6:17:47 iter: 47849 total_loss: 9.651 loss_class: 0.2545 loss_bbox: 0.1102 loss_giou: 0.3874 loss_class_0: 0.2976 loss_bbox_0: 0.1211 loss_giou_0: 0.4074 loss_class_1: 0.272 loss_bbox_1: 0.1172 loss_giou_1: 0.3982 loss_class_2: 0.2591 loss_bbox_2: 0.1139 loss_giou_2: 0.3934 loss_class_3: 0.2578 loss_bbox_3: 0.1123 loss_giou_3: 0.3896 loss_class_4: 0.2553 loss_bbox_4: 0.1104 loss_giou_4: 0.3878 loss_class_enc: 0.3011 loss_bbox_enc: 0.1355 loss_giou_enc: 0.438 loss_class_dn: 0.06308 loss_bbox_dn: 0.1528 loss_giou_dn: 0.3932 loss_class_dn_0: 0.1113 loss_bbox_dn_0: 0.2304 loss_giou_dn_0: 0.5432 loss_class_dn_1: 0.08179 loss_bbox_dn_1: 0.1754 loss_giou_dn_1: 0.4392 loss_class_dn_2: 0.071 loss_bbox_dn_2: 0.1583 loss_giou_dn_2: 0.4071 loss_class_dn_3: 0.06759 loss_bbox_dn_3: 0.1536 loss_giou_dn_3: 0.3956 loss_class_dn_4: 0.06441 loss_bbox_dn_4: 0.1529 loss_giou_dn_4: 0.3932 time: 1.1150 data_time: 0.1020 lr: 0.0001 max_mem: 43217M [05/20 07:55:50 d2.utils.events]: eta: 2 days, 6:18:47 iter: 47899 total_loss: 9.642 loss_class: 0.253 loss_bbox: 0.112 loss_giou: 0.4017 loss_class_0: 0.292 loss_bbox_0: 0.1207 loss_giou_0: 0.4168 loss_class_1: 0.2681 loss_bbox_1: 0.1181 loss_giou_1: 0.4134 loss_class_2: 0.2601 loss_bbox_2: 0.1131 loss_giou_2: 0.4078 loss_class_3: 0.2567 loss_bbox_3: 0.113 loss_giou_3: 0.4003 loss_class_4: 0.2546 loss_bbox_4: 0.1121 loss_giou_4: 0.402 loss_class_enc: 0.2983 loss_bbox_enc: 0.1377 loss_giou_enc: 0.4472 loss_class_dn: 0.05902 loss_bbox_dn: 0.1586 loss_giou_dn: 0.4028 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.2346 loss_giou_dn_0: 0.5451 loss_class_dn_1: 0.07879 loss_bbox_dn_1: 0.179 loss_giou_dn_1: 0.4445 loss_class_dn_2: 0.06794 loss_bbox_dn_2: 0.1626 loss_giou_dn_2: 0.4142 loss_class_dn_3: 0.06394 loss_bbox_dn_3: 0.159 loss_giou_dn_3: 0.4059 loss_class_dn_4: 0.06066 loss_bbox_dn_4: 0.1587 loss_giou_dn_4: 0.4027 time: 1.1150 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 07:56:46 d2.utils.events]: eta: 2 days, 6:17:52 iter: 47949 total_loss: 9.787 loss_class: 0.2669 loss_bbox: 0.1169 loss_giou: 0.3983 loss_class_0: 0.3028 loss_bbox_0: 0.127 loss_giou_0: 0.4132 loss_class_1: 0.2828 loss_bbox_1: 0.122 loss_giou_1: 0.4074 loss_class_2: 0.2724 loss_bbox_2: 0.1196 loss_giou_2: 0.3993 loss_class_3: 0.2692 loss_bbox_3: 0.118 loss_giou_3: 0.3973 loss_class_4: 0.2674 loss_bbox_4: 0.1167 loss_giou_4: 0.3976 loss_class_enc: 0.3065 loss_bbox_enc: 0.1404 loss_giou_enc: 0.4457 loss_class_dn: 0.06317 loss_bbox_dn: 0.1547 loss_giou_dn: 0.3998 loss_class_dn_0: 0.1123 loss_bbox_dn_0: 0.2341 loss_giou_dn_0: 0.5367 loss_class_dn_1: 0.08215 loss_bbox_dn_1: 0.1777 loss_giou_dn_1: 0.4384 loss_class_dn_2: 0.07099 loss_bbox_dn_2: 0.1617 loss_giou_dn_2: 0.4111 loss_class_dn_3: 0.06813 loss_bbox_dn_3: 0.156 loss_giou_dn_3: 0.4009 loss_class_dn_4: 0.06422 loss_bbox_dn_4: 0.1548 loss_giou_dn_4: 0.3999 time: 1.1150 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 07:57:42 d2.utils.events]: eta: 2 days, 6:18:34 iter: 47999 total_loss: 9.585 loss_class: 0.256 loss_bbox: 0.1147 loss_giou: 0.3799 loss_class_0: 0.2997 loss_bbox_0: 0.1242 loss_giou_0: 0.3963 loss_class_1: 0.273 loss_bbox_1: 0.1188 loss_giou_1: 0.389 loss_class_2: 0.262 loss_bbox_2: 0.1174 loss_giou_2: 0.3862 loss_class_3: 0.259 loss_bbox_3: 0.1158 loss_giou_3: 0.3809 loss_class_4: 0.2576 loss_bbox_4: 0.1146 loss_giou_4: 0.379 loss_class_enc: 0.304 loss_bbox_enc: 0.1383 loss_giou_enc: 0.4249 loss_class_dn: 0.06016 loss_bbox_dn: 0.1654 loss_giou_dn: 0.3837 loss_class_dn_0: 0.1103 loss_bbox_dn_0: 0.251 loss_giou_dn_0: 0.5244 loss_class_dn_1: 0.08131 loss_bbox_dn_1: 0.1892 loss_giou_dn_1: 0.4258 loss_class_dn_2: 0.06813 loss_bbox_dn_2: 0.1715 loss_giou_dn_2: 0.3968 loss_class_dn_3: 0.06519 loss_bbox_dn_3: 0.1671 loss_giou_dn_3: 0.3862 loss_class_dn_4: 0.0622 loss_bbox_dn_4: 0.1654 loss_giou_dn_4: 0.3836 time: 1.1150 data_time: 0.0953 lr: 0.0001 max_mem: 43217M [05/20 07:58:39 d2.utils.events]: eta: 2 days, 6:18:24 iter: 48049 total_loss: 9.608 loss_class: 0.2529 loss_bbox: 0.1128 loss_giou: 0.3826 loss_class_0: 0.2935 loss_bbox_0: 0.1239 loss_giou_0: 0.4032 loss_class_1: 0.2677 loss_bbox_1: 0.1191 loss_giou_1: 0.3923 loss_class_2: 0.2583 loss_bbox_2: 0.1161 loss_giou_2: 0.3881 loss_class_3: 0.2564 loss_bbox_3: 0.1149 loss_giou_3: 0.3839 loss_class_4: 0.2528 loss_bbox_4: 0.1132 loss_giou_4: 0.3825 loss_class_enc: 0.2994 loss_bbox_enc: 0.1382 loss_giou_enc: 0.4334 loss_class_dn: 0.06049 loss_bbox_dn: 0.1531 loss_giou_dn: 0.3886 loss_class_dn_0: 0.1104 loss_bbox_dn_0: 0.2365 loss_giou_dn_0: 0.5375 loss_class_dn_1: 0.08109 loss_bbox_dn_1: 0.1801 loss_giou_dn_1: 0.4329 loss_class_dn_2: 0.06947 loss_bbox_dn_2: 0.1602 loss_giou_dn_2: 0.4023 loss_class_dn_3: 0.06476 loss_bbox_dn_3: 0.1547 loss_giou_dn_3: 0.391 loss_class_dn_4: 0.06171 loss_bbox_dn_4: 0.1532 loss_giou_dn_4: 0.3888 time: 1.1150 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/20 07:59:35 d2.utils.events]: eta: 2 days, 6:17:29 iter: 48099 total_loss: 9.726 loss_class: 0.2602 loss_bbox: 0.113 loss_giou: 0.3855 loss_class_0: 0.3001 loss_bbox_0: 0.1227 loss_giou_0: 0.4044 loss_class_1: 0.2766 loss_bbox_1: 0.119 loss_giou_1: 0.4004 loss_class_2: 0.2679 loss_bbox_2: 0.1165 loss_giou_2: 0.3924 loss_class_3: 0.2654 loss_bbox_3: 0.1145 loss_giou_3: 0.3876 loss_class_4: 0.2619 loss_bbox_4: 0.1136 loss_giou_4: 0.3851 loss_class_enc: 0.3013 loss_bbox_enc: 0.139 loss_giou_enc: 0.4416 loss_class_dn: 0.06157 loss_bbox_dn: 0.1574 loss_giou_dn: 0.4003 loss_class_dn_0: 0.1091 loss_bbox_dn_0: 0.2359 loss_giou_dn_0: 0.5407 loss_class_dn_1: 0.08109 loss_bbox_dn_1: 0.1793 loss_giou_dn_1: 0.4375 loss_class_dn_2: 0.06896 loss_bbox_dn_2: 0.1633 loss_giou_dn_2: 0.4109 loss_class_dn_3: 0.06621 loss_bbox_dn_3: 0.1591 loss_giou_dn_3: 0.4028 loss_class_dn_4: 0.06274 loss_bbox_dn_4: 0.1575 loss_giou_dn_4: 0.4001 time: 1.1150 data_time: 0.1018 lr: 0.0001 max_mem: 43217M [05/20 08:00:31 d2.utils.events]: eta: 2 days, 6:17:30 iter: 48149 total_loss: 9.557 loss_class: 0.2574 loss_bbox: 0.1124 loss_giou: 0.3861 loss_class_0: 0.2978 loss_bbox_0: 0.1244 loss_giou_0: 0.4093 loss_class_1: 0.2717 loss_bbox_1: 0.1196 loss_giou_1: 0.3996 loss_class_2: 0.2629 loss_bbox_2: 0.1155 loss_giou_2: 0.3932 loss_class_3: 0.2612 loss_bbox_3: 0.1139 loss_giou_3: 0.386 loss_class_4: 0.258 loss_bbox_4: 0.1124 loss_giou_4: 0.3865 loss_class_enc: 0.3006 loss_bbox_enc: 0.1429 loss_giou_enc: 0.4392 loss_class_dn: 0.06178 loss_bbox_dn: 0.1625 loss_giou_dn: 0.3899 loss_class_dn_0: 0.1098 loss_bbox_dn_0: 0.247 loss_giou_dn_0: 0.5406 loss_class_dn_1: 0.08129 loss_bbox_dn_1: 0.185 loss_giou_dn_1: 0.4358 loss_class_dn_2: 0.06892 loss_bbox_dn_2: 0.1669 loss_giou_dn_2: 0.4028 loss_class_dn_3: 0.06559 loss_bbox_dn_3: 0.1634 loss_giou_dn_3: 0.3925 loss_class_dn_4: 0.06324 loss_bbox_dn_4: 0.1626 loss_giou_dn_4: 0.3898 time: 1.1150 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 08:01:27 d2.utils.events]: eta: 2 days, 6:17:02 iter: 48199 total_loss: 9.689 loss_class: 0.2601 loss_bbox: 0.1197 loss_giou: 0.394 loss_class_0: 0.301 loss_bbox_0: 0.1278 loss_giou_0: 0.4174 loss_class_1: 0.2736 loss_bbox_1: 0.1238 loss_giou_1: 0.4065 loss_class_2: 0.2654 loss_bbox_2: 0.1205 loss_giou_2: 0.4 loss_class_3: 0.2634 loss_bbox_3: 0.1195 loss_giou_3: 0.3945 loss_class_4: 0.2609 loss_bbox_4: 0.1195 loss_giou_4: 0.3942 loss_class_enc: 0.3045 loss_bbox_enc: 0.145 loss_giou_enc: 0.4512 loss_class_dn: 0.06161 loss_bbox_dn: 0.1623 loss_giou_dn: 0.3886 loss_class_dn_0: 0.111 loss_bbox_dn_0: 0.2456 loss_giou_dn_0: 0.5395 loss_class_dn_1: 0.08169 loss_bbox_dn_1: 0.1884 loss_giou_dn_1: 0.4361 loss_class_dn_2: 0.07048 loss_bbox_dn_2: 0.1677 loss_giou_dn_2: 0.4022 loss_class_dn_3: 0.06677 loss_bbox_dn_3: 0.1632 loss_giou_dn_3: 0.3911 loss_class_dn_4: 0.06259 loss_bbox_dn_4: 0.1623 loss_giou_dn_4: 0.3884 time: 1.1150 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 08:02:23 d2.utils.events]: eta: 2 days, 6:16:40 iter: 48249 total_loss: 9.403 loss_class: 0.2547 loss_bbox: 0.1154 loss_giou: 0.3856 loss_class_0: 0.2944 loss_bbox_0: 0.1272 loss_giou_0: 0.4025 loss_class_1: 0.2689 loss_bbox_1: 0.1219 loss_giou_1: 0.3966 loss_class_2: 0.2567 loss_bbox_2: 0.1191 loss_giou_2: 0.3914 loss_class_3: 0.2569 loss_bbox_3: 0.1172 loss_giou_3: 0.3872 loss_class_4: 0.2535 loss_bbox_4: 0.1159 loss_giou_4: 0.3855 loss_class_enc: 0.2979 loss_bbox_enc: 0.1416 loss_giou_enc: 0.4312 loss_class_dn: 0.0606 loss_bbox_dn: 0.1567 loss_giou_dn: 0.3847 loss_class_dn_0: 0.1097 loss_bbox_dn_0: 0.2376 loss_giou_dn_0: 0.5282 loss_class_dn_1: 0.08153 loss_bbox_dn_1: 0.1779 loss_giou_dn_1: 0.426 loss_class_dn_2: 0.06878 loss_bbox_dn_2: 0.1619 loss_giou_dn_2: 0.3973 loss_class_dn_3: 0.06488 loss_bbox_dn_3: 0.1578 loss_giou_dn_3: 0.3876 loss_class_dn_4: 0.06169 loss_bbox_dn_4: 0.1568 loss_giou_dn_4: 0.3846 time: 1.1150 data_time: 0.0930 lr: 0.0001 max_mem: 43217M [05/20 08:03:19 d2.utils.events]: eta: 2 days, 6:15:11 iter: 48299 total_loss: 9.935 loss_class: 0.2674 loss_bbox: 0.1177 loss_giou: 0.4031 loss_class_0: 0.3088 loss_bbox_0: 0.1262 loss_giou_0: 0.4194 loss_class_1: 0.2839 loss_bbox_1: 0.1229 loss_giou_1: 0.4156 loss_class_2: 0.2734 loss_bbox_2: 0.1193 loss_giou_2: 0.4093 loss_class_3: 0.271 loss_bbox_3: 0.1182 loss_giou_3: 0.4052 loss_class_4: 0.2668 loss_bbox_4: 0.118 loss_giou_4: 0.4028 loss_class_enc: 0.3147 loss_bbox_enc: 0.1441 loss_giou_enc: 0.4527 loss_class_dn: 0.05958 loss_bbox_dn: 0.1647 loss_giou_dn: 0.3985 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.2505 loss_giou_dn_0: 0.5528 loss_class_dn_1: 0.07767 loss_bbox_dn_1: 0.1886 loss_giou_dn_1: 0.448 loss_class_dn_2: 0.06762 loss_bbox_dn_2: 0.1705 loss_giou_dn_2: 0.4132 loss_class_dn_3: 0.06386 loss_bbox_dn_3: 0.1658 loss_giou_dn_3: 0.4014 loss_class_dn_4: 0.06109 loss_bbox_dn_4: 0.1648 loss_giou_dn_4: 0.3984 time: 1.1150 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 08:04:15 d2.utils.events]: eta: 2 days, 6:15:13 iter: 48349 total_loss: 9.801 loss_class: 0.2586 loss_bbox: 0.117 loss_giou: 0.3886 loss_class_0: 0.3023 loss_bbox_0: 0.1295 loss_giou_0: 0.4072 loss_class_1: 0.277 loss_bbox_1: 0.1219 loss_giou_1: 0.3995 loss_class_2: 0.2649 loss_bbox_2: 0.119 loss_giou_2: 0.3936 loss_class_3: 0.263 loss_bbox_3: 0.1173 loss_giou_3: 0.3903 loss_class_4: 0.2597 loss_bbox_4: 0.1167 loss_giou_4: 0.3901 loss_class_enc: 0.3098 loss_bbox_enc: 0.1423 loss_giou_enc: 0.4391 loss_class_dn: 0.06088 loss_bbox_dn: 0.1624 loss_giou_dn: 0.3976 loss_class_dn_0: 0.1124 loss_bbox_dn_0: 0.2415 loss_giou_dn_0: 0.5446 loss_class_dn_1: 0.08303 loss_bbox_dn_1: 0.1847 loss_giou_dn_1: 0.4414 loss_class_dn_2: 0.07012 loss_bbox_dn_2: 0.1677 loss_giou_dn_2: 0.4117 loss_class_dn_3: 0.06615 loss_bbox_dn_3: 0.1642 loss_giou_dn_3: 0.4002 loss_class_dn_4: 0.06215 loss_bbox_dn_4: 0.1624 loss_giou_dn_4: 0.3974 time: 1.1150 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 08:05:11 d2.utils.events]: eta: 2 days, 6:12:50 iter: 48399 total_loss: 9.401 loss_class: 0.2574 loss_bbox: 0.1125 loss_giou: 0.3744 loss_class_0: 0.2916 loss_bbox_0: 0.1215 loss_giou_0: 0.4023 loss_class_1: 0.2711 loss_bbox_1: 0.119 loss_giou_1: 0.3884 loss_class_2: 0.2616 loss_bbox_2: 0.1138 loss_giou_2: 0.3778 loss_class_3: 0.261 loss_bbox_3: 0.1134 loss_giou_3: 0.3761 loss_class_4: 0.2589 loss_bbox_4: 0.1123 loss_giou_4: 0.3752 loss_class_enc: 0.2966 loss_bbox_enc: 0.1381 loss_giou_enc: 0.4308 loss_class_dn: 0.06131 loss_bbox_dn: 0.1627 loss_giou_dn: 0.3839 loss_class_dn_0: 0.11 loss_bbox_dn_0: 0.248 loss_giou_dn_0: 0.5293 loss_class_dn_1: 0.08113 loss_bbox_dn_1: 0.1869 loss_giou_dn_1: 0.4276 loss_class_dn_2: 0.07016 loss_bbox_dn_2: 0.1689 loss_giou_dn_2: 0.3963 loss_class_dn_3: 0.06669 loss_bbox_dn_3: 0.1642 loss_giou_dn_3: 0.3869 loss_class_dn_4: 0.06287 loss_bbox_dn_4: 0.1626 loss_giou_dn_4: 0.3839 time: 1.1150 data_time: 0.1058 lr: 0.0001 max_mem: 43217M [05/20 08:06:07 d2.utils.events]: eta: 2 days, 6:13:50 iter: 48449 total_loss: 9.533 loss_class: 0.2624 loss_bbox: 0.1171 loss_giou: 0.3917 loss_class_0: 0.3009 loss_bbox_0: 0.1254 loss_giou_0: 0.4104 loss_class_1: 0.2787 loss_bbox_1: 0.1223 loss_giou_1: 0.4032 loss_class_2: 0.2679 loss_bbox_2: 0.1199 loss_giou_2: 0.3972 loss_class_3: 0.265 loss_bbox_3: 0.117 loss_giou_3: 0.3947 loss_class_4: 0.2614 loss_bbox_4: 0.1175 loss_giou_4: 0.3913 loss_class_enc: 0.3 loss_bbox_enc: 0.1383 loss_giou_enc: 0.4388 loss_class_dn: 0.06278 loss_bbox_dn: 0.1573 loss_giou_dn: 0.3949 loss_class_dn_0: 0.1139 loss_bbox_dn_0: 0.2402 loss_giou_dn_0: 0.5358 loss_class_dn_1: 0.08479 loss_bbox_dn_1: 0.1785 loss_giou_dn_1: 0.4342 loss_class_dn_2: 0.07186 loss_bbox_dn_2: 0.1612 loss_giou_dn_2: 0.4073 loss_class_dn_3: 0.06888 loss_bbox_dn_3: 0.1583 loss_giou_dn_3: 0.3969 loss_class_dn_4: 0.0643 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.3949 time: 1.1150 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 08:07:04 d2.utils.events]: eta: 2 days, 6:12:27 iter: 48499 total_loss: 9.855 loss_class: 0.2664 loss_bbox: 0.1138 loss_giou: 0.4058 loss_class_0: 0.307 loss_bbox_0: 0.1236 loss_giou_0: 0.4234 loss_class_1: 0.2831 loss_bbox_1: 0.1215 loss_giou_1: 0.417 loss_class_2: 0.2716 loss_bbox_2: 0.1188 loss_giou_2: 0.4113 loss_class_3: 0.2691 loss_bbox_3: 0.1149 loss_giou_3: 0.4067 loss_class_4: 0.2684 loss_bbox_4: 0.1137 loss_giou_4: 0.4047 loss_class_enc: 0.3075 loss_bbox_enc: 0.1378 loss_giou_enc: 0.4578 loss_class_dn: 0.06068 loss_bbox_dn: 0.1573 loss_giou_dn: 0.407 loss_class_dn_0: 0.1113 loss_bbox_dn_0: 0.2365 loss_giou_dn_0: 0.5528 loss_class_dn_1: 0.08162 loss_bbox_dn_1: 0.1797 loss_giou_dn_1: 0.4484 loss_class_dn_2: 0.06856 loss_bbox_dn_2: 0.1624 loss_giou_dn_2: 0.4192 loss_class_dn_3: 0.06426 loss_bbox_dn_3: 0.1585 loss_giou_dn_3: 0.4093 loss_class_dn_4: 0.06147 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.407 time: 1.1150 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/20 08:08:00 d2.utils.events]: eta: 2 days, 6:11:31 iter: 48549 total_loss: 9.767 loss_class: 0.2632 loss_bbox: 0.1104 loss_giou: 0.4001 loss_class_0: 0.3001 loss_bbox_0: 0.1208 loss_giou_0: 0.419 loss_class_1: 0.2801 loss_bbox_1: 0.116 loss_giou_1: 0.4089 loss_class_2: 0.27 loss_bbox_2: 0.1119 loss_giou_2: 0.404 loss_class_3: 0.2682 loss_bbox_3: 0.1107 loss_giou_3: 0.4012 loss_class_4: 0.2658 loss_bbox_4: 0.1099 loss_giou_4: 0.3998 loss_class_enc: 0.3099 loss_bbox_enc: 0.1328 loss_giou_enc: 0.4471 loss_class_dn: 0.05851 loss_bbox_dn: 0.1548 loss_giou_dn: 0.4002 loss_class_dn_0: 0.1109 loss_bbox_dn_0: 0.2324 loss_giou_dn_0: 0.5497 loss_class_dn_1: 0.08114 loss_bbox_dn_1: 0.1791 loss_giou_dn_1: 0.4422 loss_class_dn_2: 0.07004 loss_bbox_dn_2: 0.1606 loss_giou_dn_2: 0.4112 loss_class_dn_3: 0.0656 loss_bbox_dn_3: 0.1555 loss_giou_dn_3: 0.4024 loss_class_dn_4: 0.06092 loss_bbox_dn_4: 0.1549 loss_giou_dn_4: 0.4001 time: 1.1150 data_time: 0.0893 lr: 0.0001 max_mem: 43217M [05/20 08:08:57 d2.utils.events]: eta: 2 days, 6:11:23 iter: 48599 total_loss: 9.685 loss_class: 0.2581 loss_bbox: 0.1148 loss_giou: 0.3858 loss_class_0: 0.2972 loss_bbox_0: 0.127 loss_giou_0: 0.4066 loss_class_1: 0.2727 loss_bbox_1: 0.1216 loss_giou_1: 0.3965 loss_class_2: 0.2618 loss_bbox_2: 0.1177 loss_giou_2: 0.3898 loss_class_3: 0.26 loss_bbox_3: 0.1163 loss_giou_3: 0.3878 loss_class_4: 0.2576 loss_bbox_4: 0.1147 loss_giou_4: 0.3853 loss_class_enc: 0.3048 loss_bbox_enc: 0.1448 loss_giou_enc: 0.4437 loss_class_dn: 0.0621 loss_bbox_dn: 0.1611 loss_giou_dn: 0.3914 loss_class_dn_0: 0.1121 loss_bbox_dn_0: 0.2486 loss_giou_dn_0: 0.536 loss_class_dn_1: 0.08261 loss_bbox_dn_1: 0.187 loss_giou_dn_1: 0.4353 loss_class_dn_2: 0.06984 loss_bbox_dn_2: 0.1683 loss_giou_dn_2: 0.4044 loss_class_dn_3: 0.06545 loss_bbox_dn_3: 0.1624 loss_giou_dn_3: 0.3936 loss_class_dn_4: 0.06285 loss_bbox_dn_4: 0.1612 loss_giou_dn_4: 0.3912 time: 1.1150 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 08:09:53 d2.utils.events]: eta: 2 days, 6:11:11 iter: 48649 total_loss: 9.698 loss_class: 0.2605 loss_bbox: 0.1175 loss_giou: 0.3849 loss_class_0: 0.299 loss_bbox_0: 0.1284 loss_giou_0: 0.4062 loss_class_1: 0.2762 loss_bbox_1: 0.123 loss_giou_1: 0.3965 loss_class_2: 0.2669 loss_bbox_2: 0.1199 loss_giou_2: 0.3913 loss_class_3: 0.2658 loss_bbox_3: 0.1185 loss_giou_3: 0.387 loss_class_4: 0.2612 loss_bbox_4: 0.1182 loss_giou_4: 0.3846 loss_class_enc: 0.3038 loss_bbox_enc: 0.1417 loss_giou_enc: 0.4356 loss_class_dn: 0.06339 loss_bbox_dn: 0.1638 loss_giou_dn: 0.3912 loss_class_dn_0: 0.1131 loss_bbox_dn_0: 0.2486 loss_giou_dn_0: 0.5434 loss_class_dn_1: 0.08374 loss_bbox_dn_1: 0.1882 loss_giou_dn_1: 0.4356 loss_class_dn_2: 0.07134 loss_bbox_dn_2: 0.1695 loss_giou_dn_2: 0.4036 loss_class_dn_3: 0.06791 loss_bbox_dn_3: 0.1649 loss_giou_dn_3: 0.3935 loss_class_dn_4: 0.06453 loss_bbox_dn_4: 0.164 loss_giou_dn_4: 0.3912 time: 1.1150 data_time: 0.1021 lr: 0.0001 max_mem: 43217M [05/20 08:10:48 d2.utils.events]: eta: 2 days, 6:07:58 iter: 48699 total_loss: 9.642 loss_class: 0.2592 loss_bbox: 0.1139 loss_giou: 0.3983 loss_class_0: 0.2973 loss_bbox_0: 0.1245 loss_giou_0: 0.4157 loss_class_1: 0.2762 loss_bbox_1: 0.12 loss_giou_1: 0.4065 loss_class_2: 0.265 loss_bbox_2: 0.1175 loss_giou_2: 0.402 loss_class_3: 0.2618 loss_bbox_3: 0.1144 loss_giou_3: 0.4002 loss_class_4: 0.2593 loss_bbox_4: 0.1136 loss_giou_4: 0.3988 loss_class_enc: 0.3021 loss_bbox_enc: 0.1371 loss_giou_enc: 0.4433 loss_class_dn: 0.06173 loss_bbox_dn: 0.1556 loss_giou_dn: 0.3974 loss_class_dn_0: 0.1117 loss_bbox_dn_0: 0.2313 loss_giou_dn_0: 0.5369 loss_class_dn_1: 0.08175 loss_bbox_dn_1: 0.1794 loss_giou_dn_1: 0.4379 loss_class_dn_2: 0.0695 loss_bbox_dn_2: 0.1609 loss_giou_dn_2: 0.4097 loss_class_dn_3: 0.06623 loss_bbox_dn_3: 0.1563 loss_giou_dn_3: 0.4 loss_class_dn_4: 0.06238 loss_bbox_dn_4: 0.1556 loss_giou_dn_4: 0.3972 time: 1.1150 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 08:11:44 d2.utils.events]: eta: 2 days, 6:06:04 iter: 48749 total_loss: 9.678 loss_class: 0.2568 loss_bbox: 0.1133 loss_giou: 0.3914 loss_class_0: 0.2961 loss_bbox_0: 0.1244 loss_giou_0: 0.4154 loss_class_1: 0.2737 loss_bbox_1: 0.1179 loss_giou_1: 0.4008 loss_class_2: 0.2613 loss_bbox_2: 0.1168 loss_giou_2: 0.3966 loss_class_3: 0.2611 loss_bbox_3: 0.1143 loss_giou_3: 0.3907 loss_class_4: 0.2574 loss_bbox_4: 0.1136 loss_giou_4: 0.3912 loss_class_enc: 0.2998 loss_bbox_enc: 0.1396 loss_giou_enc: 0.4425 loss_class_dn: 0.0595 loss_bbox_dn: 0.1576 loss_giou_dn: 0.3917 loss_class_dn_0: 0.1112 loss_bbox_dn_0: 0.2364 loss_giou_dn_0: 0.5424 loss_class_dn_1: 0.08171 loss_bbox_dn_1: 0.1821 loss_giou_dn_1: 0.4385 loss_class_dn_2: 0.06814 loss_bbox_dn_2: 0.1631 loss_giou_dn_2: 0.4078 loss_class_dn_3: 0.06468 loss_bbox_dn_3: 0.1586 loss_giou_dn_3: 0.395 loss_class_dn_4: 0.0612 loss_bbox_dn_4: 0.1577 loss_giou_dn_4: 0.3918 time: 1.1150 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 08:12:40 d2.utils.events]: eta: 2 days, 6:03:50 iter: 48799 total_loss: 9.857 loss_class: 0.2579 loss_bbox: 0.1134 loss_giou: 0.3958 loss_class_0: 0.2979 loss_bbox_0: 0.1248 loss_giou_0: 0.4164 loss_class_1: 0.2744 loss_bbox_1: 0.1194 loss_giou_1: 0.4108 loss_class_2: 0.2652 loss_bbox_2: 0.1167 loss_giou_2: 0.4032 loss_class_3: 0.2625 loss_bbox_3: 0.1146 loss_giou_3: 0.398 loss_class_4: 0.2574 loss_bbox_4: 0.1135 loss_giou_4: 0.3969 loss_class_enc: 0.3033 loss_bbox_enc: 0.1387 loss_giou_enc: 0.4474 loss_class_dn: 0.06135 loss_bbox_dn: 0.1542 loss_giou_dn: 0.3951 loss_class_dn_0: 0.1103 loss_bbox_dn_0: 0.2332 loss_giou_dn_0: 0.5378 loss_class_dn_1: 0.0817 loss_bbox_dn_1: 0.1777 loss_giou_dn_1: 0.4367 loss_class_dn_2: 0.06909 loss_bbox_dn_2: 0.1594 loss_giou_dn_2: 0.4086 loss_class_dn_3: 0.06545 loss_bbox_dn_3: 0.1552 loss_giou_dn_3: 0.3983 loss_class_dn_4: 0.06287 loss_bbox_dn_4: 0.1543 loss_giou_dn_4: 0.3947 time: 1.1150 data_time: 0.0994 lr: 0.0001 max_mem: 43217M [05/20 08:13:36 d2.utils.events]: eta: 2 days, 6:01:42 iter: 48849 total_loss: 9.837 loss_class: 0.2685 loss_bbox: 0.1156 loss_giou: 0.3889 loss_class_0: 0.3069 loss_bbox_0: 0.1283 loss_giou_0: 0.4135 loss_class_1: 0.2835 loss_bbox_1: 0.1245 loss_giou_1: 0.3984 loss_class_2: 0.2743 loss_bbox_2: 0.118 loss_giou_2: 0.3942 loss_class_3: 0.2711 loss_bbox_3: 0.1156 loss_giou_3: 0.3897 loss_class_4: 0.2696 loss_bbox_4: 0.1157 loss_giou_4: 0.3897 loss_class_enc: 0.3112 loss_bbox_enc: 0.1444 loss_giou_enc: 0.4503 loss_class_dn: 0.06193 loss_bbox_dn: 0.1637 loss_giou_dn: 0.3957 loss_class_dn_0: 0.1106 loss_bbox_dn_0: 0.2471 loss_giou_dn_0: 0.5405 loss_class_dn_1: 0.08068 loss_bbox_dn_1: 0.189 loss_giou_dn_1: 0.4371 loss_class_dn_2: 0.06949 loss_bbox_dn_2: 0.1695 loss_giou_dn_2: 0.409 loss_class_dn_3: 0.06623 loss_bbox_dn_3: 0.1647 loss_giou_dn_3: 0.398 loss_class_dn_4: 0.06234 loss_bbox_dn_4: 0.1638 loss_giou_dn_4: 0.3955 time: 1.1150 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 08:14:32 d2.utils.events]: eta: 2 days, 6:00:29 iter: 48899 total_loss: 9.82 loss_class: 0.2651 loss_bbox: 0.1175 loss_giou: 0.3907 loss_class_0: 0.3036 loss_bbox_0: 0.1262 loss_giou_0: 0.4106 loss_class_1: 0.28 loss_bbox_1: 0.1225 loss_giou_1: 0.4015 loss_class_2: 0.2698 loss_bbox_2: 0.1199 loss_giou_2: 0.3976 loss_class_3: 0.2678 loss_bbox_3: 0.1179 loss_giou_3: 0.3933 loss_class_4: 0.265 loss_bbox_4: 0.1172 loss_giou_4: 0.3909 loss_class_enc: 0.3093 loss_bbox_enc: 0.143 loss_giou_enc: 0.4426 loss_class_dn: 0.06507 loss_bbox_dn: 0.1631 loss_giou_dn: 0.3897 loss_class_dn_0: 0.1137 loss_bbox_dn_0: 0.2389 loss_giou_dn_0: 0.5333 loss_class_dn_1: 0.08578 loss_bbox_dn_1: 0.1867 loss_giou_dn_1: 0.4323 loss_class_dn_2: 0.07311 loss_bbox_dn_2: 0.1682 loss_giou_dn_2: 0.4013 loss_class_dn_3: 0.06937 loss_bbox_dn_3: 0.1645 loss_giou_dn_3: 0.3918 loss_class_dn_4: 0.0667 loss_bbox_dn_4: 0.1632 loss_giou_dn_4: 0.3896 time: 1.1150 data_time: 0.1027 lr: 0.0001 max_mem: 43217M [05/20 08:15:28 d2.utils.events]: eta: 2 days, 5:59:52 iter: 48949 total_loss: 9.656 loss_class: 0.2547 loss_bbox: 0.113 loss_giou: 0.3924 loss_class_0: 0.2936 loss_bbox_0: 0.1243 loss_giou_0: 0.4101 loss_class_1: 0.2744 loss_bbox_1: 0.1182 loss_giou_1: 0.4041 loss_class_2: 0.263 loss_bbox_2: 0.1158 loss_giou_2: 0.3987 loss_class_3: 0.2598 loss_bbox_3: 0.1137 loss_giou_3: 0.396 loss_class_4: 0.2569 loss_bbox_4: 0.1129 loss_giou_4: 0.3933 loss_class_enc: 0.2997 loss_bbox_enc: 0.14 loss_giou_enc: 0.4457 loss_class_dn: 0.06268 loss_bbox_dn: 0.1592 loss_giou_dn: 0.3958 loss_class_dn_0: 0.1088 loss_bbox_dn_0: 0.2383 loss_giou_dn_0: 0.536 loss_class_dn_1: 0.08124 loss_bbox_dn_1: 0.181 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0.0687 loss_bbox_dn_2: 0.1629 loss_giou_dn_2: 0.4008 loss_class_dn_3: 0.06484 loss_bbox_dn_3: 0.1582 loss_giou_dn_3: 0.39 loss_class_dn_4: 0.06094 loss_bbox_dn_4: 0.157 loss_giou_dn_4: 0.3875 time: 1.1150 data_time: 0.1020 lr: 0.0001 max_mem: 43217M [05/20 08:20:07 d2.utils.events]: eta: 2 days, 5:49:51 iter: 49199 total_loss: 9.531 loss_class: 0.2552 loss_bbox: 0.1137 loss_giou: 0.3824 loss_class_0: 0.295 loss_bbox_0: 0.1239 loss_giou_0: 0.3962 loss_class_1: 0.2699 loss_bbox_1: 0.1184 loss_giou_1: 0.3897 loss_class_2: 0.261 loss_bbox_2: 0.1158 loss_giou_2: 0.3871 loss_class_3: 0.2586 loss_bbox_3: 0.1148 loss_giou_3: 0.3832 loss_class_4: 0.2553 loss_bbox_4: 0.114 loss_giou_4: 0.3815 loss_class_enc: 0.3021 loss_bbox_enc: 0.1384 loss_giou_enc: 0.4277 loss_class_dn: 0.06118 loss_bbox_dn: 0.1549 loss_giou_dn: 0.3893 loss_class_dn_0: 0.1097 loss_bbox_dn_0: 0.2394 loss_giou_dn_0: 0.5324 loss_class_dn_1: 0.08152 loss_bbox_dn_1: 0.1792 loss_giou_dn_1: 0.4295 loss_class_dn_2: 0.06826 loss_bbox_dn_2: 0.1601 loss_giou_dn_2: 0.3997 loss_class_dn_3: 0.06508 loss_bbox_dn_3: 0.156 loss_giou_dn_3: 0.3914 loss_class_dn_4: 0.06219 loss_bbox_dn_4: 0.155 loss_giou_dn_4: 0.3894 time: 1.1150 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 08:21:03 d2.utils.events]: eta: 2 days, 5:50:23 iter: 49249 total_loss: 9.625 loss_class: 0.2568 loss_bbox: 0.1144 loss_giou: 0.3736 loss_class_0: 0.2949 loss_bbox_0: 0.1283 loss_giou_0: 0.3925 loss_class_1: 0.2739 loss_bbox_1: 0.1231 loss_giou_1: 0.3876 loss_class_2: 0.2623 loss_bbox_2: 0.1189 loss_giou_2: 0.3792 loss_class_3: 0.261 loss_bbox_3: 0.1155 loss_giou_3: 0.3753 loss_class_4: 0.2583 loss_bbox_4: 0.1148 loss_giou_4: 0.3735 loss_class_enc: 0.2965 loss_bbox_enc: 0.1417 loss_giou_enc: 0.428 loss_class_dn: 0.06118 loss_bbox_dn: 0.1647 loss_giou_dn: 0.3848 loss_class_dn_0: 0.1121 loss_bbox_dn_0: 0.2557 loss_giou_dn_0: 0.5383 loss_class_dn_1: 0.08462 loss_bbox_dn_1: 0.1897 loss_giou_dn_1: 0.4255 loss_class_dn_2: 0.07109 loss_bbox_dn_2: 0.1715 loss_giou_dn_2: 0.397 loss_class_dn_3: 0.06697 loss_bbox_dn_3: 0.1661 loss_giou_dn_3: 0.3875 loss_class_dn_4: 0.06318 loss_bbox_dn_4: 0.1647 loss_giou_dn_4: 0.3847 time: 1.1150 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 08:21:59 d2.utils.events]: eta: 2 days, 5:51:10 iter: 49299 total_loss: 9.731 loss_class: 0.2547 loss_bbox: 0.115 loss_giou: 0.3966 loss_class_0: 0.2935 loss_bbox_0: 0.125 loss_giou_0: 0.4173 loss_class_1: 0.2682 loss_bbox_1: 0.1209 loss_giou_1: 0.412 loss_class_2: 0.2607 loss_bbox_2: 0.118 loss_giou_2: 0.4069 loss_class_3: 0.2578 loss_bbox_3: 0.1161 loss_giou_3: 0.4 loss_class_4: 0.2553 loss_bbox_4: 0.1153 loss_giou_4: 0.3981 loss_class_enc: 0.3016 loss_bbox_enc: 0.14 loss_giou_enc: 0.4458 loss_class_dn: 0.06276 loss_bbox_dn: 0.1535 loss_giou_dn: 0.3984 loss_class_dn_0: 0.1088 loss_bbox_dn_0: 0.2338 loss_giou_dn_0: 0.5452 loss_class_dn_1: 0.08134 loss_bbox_dn_1: 0.177 loss_giou_dn_1: 0.4429 loss_class_dn_2: 0.0697 loss_bbox_dn_2: 0.159 loss_giou_dn_2: 0.4098 loss_class_dn_3: 0.06701 loss_bbox_dn_3: 0.1541 loss_giou_dn_3: 0.4004 loss_class_dn_4: 0.06365 loss_bbox_dn_4: 0.1537 loss_giou_dn_4: 0.3984 time: 1.1150 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 08:22:55 d2.utils.events]: eta: 2 days, 5:50:58 iter: 49349 total_loss: 9.593 loss_class: 0.2648 loss_bbox: 0.1157 loss_giou: 0.3887 loss_class_0: 0.3081 loss_bbox_0: 0.1231 loss_giou_0: 0.4061 loss_class_1: 0.2819 loss_bbox_1: 0.1203 loss_giou_1: 0.3986 loss_class_2: 0.2705 loss_bbox_2: 0.1174 loss_giou_2: 0.3932 loss_class_3: 0.2679 loss_bbox_3: 0.1156 loss_giou_3: 0.3886 loss_class_4: 0.2653 loss_bbox_4: 0.1149 loss_giou_4: 0.3882 loss_class_enc: 0.3103 loss_bbox_enc: 0.1408 loss_giou_enc: 0.4409 loss_class_dn: 0.06272 loss_bbox_dn: 0.1601 loss_giou_dn: 0.3919 loss_class_dn_0: 0.1119 loss_bbox_dn_0: 0.2374 loss_giou_dn_0: 0.538 loss_class_dn_1: 0.08307 loss_bbox_dn_1: 0.1837 loss_giou_dn_1: 0.4333 loss_class_dn_2: 0.07147 loss_bbox_dn_2: 0.1667 loss_giou_dn_2: 0.4017 loss_class_dn_3: 0.06866 loss_bbox_dn_3: 0.1612 loss_giou_dn_3: 0.3933 loss_class_dn_4: 0.06419 loss_bbox_dn_4: 0.16 loss_giou_dn_4: 0.3916 time: 1.1150 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/20 08:23:51 d2.utils.events]: eta: 2 days, 5:50:03 iter: 49399 total_loss: 9.565 loss_class: 0.2574 loss_bbox: 0.113 loss_giou: 0.3744 loss_class_0: 0.2927 loss_bbox_0: 0.1249 loss_giou_0: 0.3992 loss_class_1: 0.2722 loss_bbox_1: 0.12 loss_giou_1: 0.3866 loss_class_2: 0.2603 loss_bbox_2: 0.1162 loss_giou_2: 0.3807 loss_class_3: 0.2582 loss_bbox_3: 0.1143 loss_giou_3: 0.375 loss_class_4: 0.2575 loss_bbox_4: 0.113 loss_giou_4: 0.375 loss_class_enc: 0.2986 loss_bbox_enc: 0.1436 loss_giou_enc: 0.4347 loss_class_dn: 0.06227 loss_bbox_dn: 0.161 loss_giou_dn: 0.3885 loss_class_dn_0: 0.1088 loss_bbox_dn_0: 0.24 loss_giou_dn_0: 0.5275 loss_class_dn_1: 0.08095 loss_bbox_dn_1: 0.1842 loss_giou_dn_1: 0.4256 loss_class_dn_2: 0.07051 loss_bbox_dn_2: 0.1668 loss_giou_dn_2: 0.3987 loss_class_dn_3: 0.06702 loss_bbox_dn_3: 0.1622 loss_giou_dn_3: 0.3903 loss_class_dn_4: 0.06354 loss_bbox_dn_4: 0.1611 loss_giou_dn_4: 0.3886 time: 1.1150 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 08:24:46 d2.utils.events]: eta: 2 days, 5:46:25 iter: 49449 total_loss: 9.661 loss_class: 0.2608 loss_bbox: 0.1151 loss_giou: 0.3903 loss_class_0: 0.2987 loss_bbox_0: 0.1274 loss_giou_0: 0.4084 loss_class_1: 0.2777 loss_bbox_1: 0.123 loss_giou_1: 0.4029 loss_class_2: 0.2678 loss_bbox_2: 0.1184 loss_giou_2: 0.3957 loss_class_3: 0.2662 loss_bbox_3: 0.1162 loss_giou_3: 0.3917 loss_class_4: 0.2627 loss_bbox_4: 0.1159 loss_giou_4: 0.3906 loss_class_enc: 0.3056 loss_bbox_enc: 0.1412 loss_giou_enc: 0.4398 loss_class_dn: 0.06331 loss_bbox_dn: 0.1569 loss_giou_dn: 0.3919 loss_class_dn_0: 0.1141 loss_bbox_dn_0: 0.242 loss_giou_dn_0: 0.543 loss_class_dn_1: 0.08422 loss_bbox_dn_1: 0.1795 loss_giou_dn_1: 0.4361 loss_class_dn_2: 0.07173 loss_bbox_dn_2: 0.1623 loss_giou_dn_2: 0.4046 loss_class_dn_3: 0.068 loss_bbox_dn_3: 0.1581 loss_giou_dn_3: 0.3951 loss_class_dn_4: 0.06454 loss_bbox_dn_4: 0.157 loss_giou_dn_4: 0.3917 time: 1.1149 data_time: 0.0929 lr: 0.0001 max_mem: 43217M [05/20 08:25:42 d2.utils.events]: eta: 2 days, 5:44:29 iter: 49499 total_loss: 9.728 loss_class: 0.2619 loss_bbox: 0.1148 loss_giou: 0.3843 loss_class_0: 0.303 loss_bbox_0: 0.1247 loss_giou_0: 0.4043 loss_class_1: 0.2774 loss_bbox_1: 0.1217 loss_giou_1: 0.394 loss_class_2: 0.2653 loss_bbox_2: 0.1187 loss_giou_2: 0.3905 loss_class_3: 0.2645 loss_bbox_3: 0.1149 loss_giou_3: 0.3843 loss_class_4: 0.2621 loss_bbox_4: 0.1141 loss_giou_4: 0.384 loss_class_enc: 0.3074 loss_bbox_enc: 0.14 loss_giou_enc: 0.4328 loss_class_dn: 0.06244 loss_bbox_dn: 0.1567 loss_giou_dn: 0.3923 loss_class_dn_0: 0.1142 loss_bbox_dn_0: 0.2409 loss_giou_dn_0: 0.5384 loss_class_dn_1: 0.08295 loss_bbox_dn_1: 0.1803 loss_giou_dn_1: 0.4353 loss_class_dn_2: 0.07057 loss_bbox_dn_2: 0.1651 loss_giou_dn_2: 0.4065 loss_class_dn_3: 0.06688 loss_bbox_dn_3: 0.1587 loss_giou_dn_3: 0.3948 loss_class_dn_4: 0.06412 loss_bbox_dn_4: 0.1567 loss_giou_dn_4: 0.3922 time: 1.1149 data_time: 0.0953 lr: 0.0001 max_mem: 43217M [05/20 08:26:38 d2.utils.events]: eta: 2 days, 5:44:00 iter: 49549 total_loss: 9.745 loss_class: 0.2616 loss_bbox: 0.1161 loss_giou: 0.3889 loss_class_0: 0.2995 loss_bbox_0: 0.1244 loss_giou_0: 0.4086 loss_class_1: 0.2768 loss_bbox_1: 0.1212 loss_giou_1: 0.4033 loss_class_2: 0.2652 loss_bbox_2: 0.1184 loss_giou_2: 0.3953 loss_class_3: 0.2636 loss_bbox_3: 0.1176 loss_giou_3: 0.392 loss_class_4: 0.2613 loss_bbox_4: 0.1168 loss_giou_4: 0.3902 loss_class_enc: 0.3046 loss_bbox_enc: 0.1398 loss_giou_enc: 0.4454 loss_class_dn: 0.06197 loss_bbox_dn: 0.1556 loss_giou_dn: 0.3925 loss_class_dn_0: 0.111 loss_bbox_dn_0: 0.2388 loss_giou_dn_0: 0.5473 loss_class_dn_1: 0.08401 loss_bbox_dn_1: 0.1792 loss_giou_dn_1: 0.4383 loss_class_dn_2: 0.07056 loss_bbox_dn_2: 0.1614 loss_giou_dn_2: 0.4039 loss_class_dn_3: 0.06706 loss_bbox_dn_3: 0.157 loss_giou_dn_3: 0.3943 loss_class_dn_4: 0.06371 loss_bbox_dn_4: 0.1556 loss_giou_dn_4: 0.3924 time: 1.1149 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 08:27:35 d2.utils.events]: eta: 2 days, 5:43:05 iter: 49599 total_loss: 9.681 loss_class: 0.2552 loss_bbox: 0.1119 loss_giou: 0.3922 loss_class_0: 0.2972 loss_bbox_0: 0.1215 loss_giou_0: 0.4113 loss_class_1: 0.2749 loss_bbox_1: 0.1187 loss_giou_1: 0.4044 loss_class_2: 0.2639 loss_bbox_2: 0.1151 loss_giou_2: 0.3978 loss_class_3: 0.2605 loss_bbox_3: 0.1132 loss_giou_3: 0.3934 loss_class_4: 0.2569 loss_bbox_4: 0.112 loss_giou_4: 0.3912 loss_class_enc: 0.3023 loss_bbox_enc: 0.1368 loss_giou_enc: 0.4417 loss_class_dn: 0.06166 loss_bbox_dn: 0.1538 loss_giou_dn: 0.3973 loss_class_dn_0: 0.1106 loss_bbox_dn_0: 0.228 loss_giou_dn_0: 0.5429 loss_class_dn_1: 0.08202 loss_bbox_dn_1: 0.1744 loss_giou_dn_1: 0.4386 loss_class_dn_2: 0.07006 loss_bbox_dn_2: 0.1576 loss_giou_dn_2: 0.41 loss_class_dn_3: 0.06633 loss_bbox_dn_3: 0.1543 loss_giou_dn_3: 0.4005 loss_class_dn_4: 0.06333 loss_bbox_dn_4: 0.154 loss_giou_dn_4: 0.3972 time: 1.1149 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 08:28:32 d2.utils.events]: eta: 2 days, 5:44:24 iter: 49649 total_loss: 9.691 loss_class: 0.2553 loss_bbox: 0.1153 loss_giou: 0.3965 loss_class_0: 0.2972 loss_bbox_0: 0.1264 loss_giou_0: 0.4115 loss_class_1: 0.2748 loss_bbox_1: 0.1205 loss_giou_1: 0.4034 loss_class_2: 0.2612 loss_bbox_2: 0.1179 loss_giou_2: 0.4 loss_class_3: 0.2593 loss_bbox_3: 0.1169 loss_giou_3: 0.3978 loss_class_4: 0.2576 loss_bbox_4: 0.1157 loss_giou_4: 0.3965 loss_class_enc: 0.3027 loss_bbox_enc: 0.139 loss_giou_enc: 0.4398 loss_class_dn: 0.06211 loss_bbox_dn: 0.1595 loss_giou_dn: 0.3966 loss_class_dn_0: 0.1081 loss_bbox_dn_0: 0.2429 loss_giou_dn_0: 0.5394 loss_class_dn_1: 0.08109 loss_bbox_dn_1: 0.1827 loss_giou_dn_1: 0.4367 loss_class_dn_2: 0.06903 loss_bbox_dn_2: 0.1644 loss_giou_dn_2: 0.4087 loss_class_dn_3: 0.06651 loss_bbox_dn_3: 0.1606 loss_giou_dn_3: 0.399 loss_class_dn_4: 0.0629 loss_bbox_dn_4: 0.1596 loss_giou_dn_4: 0.3967 time: 1.1150 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 08:29:28 d2.utils.events]: eta: 2 days, 5:45:39 iter: 49699 total_loss: 9.331 loss_class: 0.2527 loss_bbox: 0.1142 loss_giou: 0.3765 loss_class_0: 0.2917 loss_bbox_0: 0.1225 loss_giou_0: 0.3957 loss_class_1: 0.2687 loss_bbox_1: 0.1196 loss_giou_1: 0.3857 loss_class_2: 0.2592 loss_bbox_2: 0.1154 loss_giou_2: 0.3817 loss_class_3: 0.2558 loss_bbox_3: 0.1147 loss_giou_3: 0.3788 loss_class_4: 0.2529 loss_bbox_4: 0.1142 loss_giou_4: 0.3764 loss_class_enc: 0.301 loss_bbox_enc: 0.1394 loss_giou_enc: 0.4294 loss_class_dn: 0.05913 loss_bbox_dn: 0.1616 loss_giou_dn: 0.3768 loss_class_dn_0: 0.1079 loss_bbox_dn_0: 0.2423 loss_giou_dn_0: 0.5248 loss_class_dn_1: 0.08067 loss_bbox_dn_1: 0.1841 loss_giou_dn_1: 0.4182 loss_class_dn_2: 0.0688 loss_bbox_dn_2: 0.1654 loss_giou_dn_2: 0.3885 loss_class_dn_3: 0.06484 loss_bbox_dn_3: 0.1623 loss_giou_dn_3: 0.3789 loss_class_dn_4: 0.06027 loss_bbox_dn_4: 0.1616 loss_giou_dn_4: 0.3768 time: 1.1150 data_time: 0.0914 lr: 0.0001 max_mem: 43217M [05/20 08:30:23 d2.utils.events]: eta: 2 days, 5:43:42 iter: 49749 total_loss: 9.76 loss_class: 0.2535 loss_bbox: 0.1158 loss_giou: 0.3955 loss_class_0: 0.2914 loss_bbox_0: 0.126 loss_giou_0: 0.4099 loss_class_1: 0.2667 loss_bbox_1: 0.1212 loss_giou_1: 0.4071 loss_class_2: 0.2585 loss_bbox_2: 0.1176 loss_giou_2: 0.3967 loss_class_3: 0.2558 loss_bbox_3: 0.1162 loss_giou_3: 0.3958 loss_class_4: 0.2537 loss_bbox_4: 0.115 loss_giou_4: 0.3941 loss_class_enc: 0.293 loss_bbox_enc: 0.1404 loss_giou_enc: 0.4416 loss_class_dn: 0.06183 loss_bbox_dn: 0.1604 loss_giou_dn: 0.3941 loss_class_dn_0: 0.1093 loss_bbox_dn_0: 0.239 loss_giou_dn_0: 0.5411 loss_class_dn_1: 0.07893 loss_bbox_dn_1: 0.1813 loss_giou_dn_1: 0.4376 loss_class_dn_2: 0.06812 loss_bbox_dn_2: 0.1651 loss_giou_dn_2: 0.406 loss_class_dn_3: 0.06511 loss_bbox_dn_3: 0.1609 loss_giou_dn_3: 0.3956 loss_class_dn_4: 0.06234 loss_bbox_dn_4: 0.1603 loss_giou_dn_4: 0.3938 time: 1.1149 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 08:31:20 d2.utils.events]: eta: 2 days, 5:44:19 iter: 49799 total_loss: 9.651 loss_class: 0.2501 loss_bbox: 0.1179 loss_giou: 0.3749 loss_class_0: 0.2873 loss_bbox_0: 0.1287 loss_giou_0: 0.4001 loss_class_1: 0.2652 loss_bbox_1: 0.1245 loss_giou_1: 0.3872 loss_class_2: 0.2574 loss_bbox_2: 0.1202 loss_giou_2: 0.3806 loss_class_3: 0.2535 loss_bbox_3: 0.1187 loss_giou_3: 0.3769 loss_class_4: 0.2508 loss_bbox_4: 0.1178 loss_giou_4: 0.3752 loss_class_enc: 0.2933 loss_bbox_enc: 0.1445 loss_giou_enc: 0.4345 loss_class_dn: 0.05924 loss_bbox_dn: 0.1598 loss_giou_dn: 0.391 loss_class_dn_0: 0.1085 loss_bbox_dn_0: 0.2476 loss_giou_dn_0: 0.5393 loss_class_dn_1: 0.07978 loss_bbox_dn_1: 0.1875 loss_giou_dn_1: 0.4272 loss_class_dn_2: 0.06766 loss_bbox_dn_2: 0.1671 loss_giou_dn_2: 0.4017 loss_class_dn_3: 0.06388 loss_bbox_dn_3: 0.1608 loss_giou_dn_3: 0.393 loss_class_dn_4: 0.06035 loss_bbox_dn_4: 0.1598 loss_giou_dn_4: 0.3909 time: 1.1150 data_time: 0.0828 lr: 0.0001 max_mem: 43217M [05/20 08:32:15 d2.utils.events]: eta: 2 days, 5:44:14 iter: 49849 total_loss: 9.672 loss_class: 0.2652 loss_bbox: 0.1129 loss_giou: 0.3973 loss_class_0: 0.2998 loss_bbox_0: 0.1235 loss_giou_0: 0.4215 loss_class_1: 0.2823 loss_bbox_1: 0.1189 loss_giou_1: 0.4075 loss_class_2: 0.2704 loss_bbox_2: 0.1156 loss_giou_2: 0.4016 loss_class_3: 0.2689 loss_bbox_3: 0.1131 loss_giou_3: 0.3957 loss_class_4: 0.2659 loss_bbox_4: 0.113 loss_giou_4: 0.3965 loss_class_enc: 0.3093 loss_bbox_enc: 0.1355 loss_giou_enc: 0.4473 loss_class_dn: 0.06467 loss_bbox_dn: 0.1484 loss_giou_dn: 0.3934 loss_class_dn_0: 0.1153 loss_bbox_dn_0: 0.2317 loss_giou_dn_0: 0.534 loss_class_dn_1: 0.08533 loss_bbox_dn_1: 0.1731 loss_giou_dn_1: 0.4346 loss_class_dn_2: 0.07255 loss_bbox_dn_2: 0.1541 loss_giou_dn_2: 0.4032 loss_class_dn_3: 0.06823 loss_bbox_dn_3: 0.1489 loss_giou_dn_3: 0.3956 loss_class_dn_4: 0.0654 loss_bbox_dn_4: 0.1485 loss_giou_dn_4: 0.3934 time: 1.1149 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 08:33:11 d2.utils.events]: eta: 2 days, 5:44:46 iter: 49899 total_loss: 9.35 loss_class: 0.2517 loss_bbox: 0.1126 loss_giou: 0.3849 loss_class_0: 0.2915 loss_bbox_0: 0.121 loss_giou_0: 0.4027 loss_class_1: 0.269 loss_bbox_1: 0.116 loss_giou_1: 0.397 loss_class_2: 0.2588 loss_bbox_2: 0.1152 loss_giou_2: 0.3906 loss_class_3: 0.2561 loss_bbox_3: 0.1134 loss_giou_3: 0.3862 loss_class_4: 0.2529 loss_bbox_4: 0.1121 loss_giou_4: 0.3863 loss_class_enc: 0.2991 loss_bbox_enc: 0.1346 loss_giou_enc: 0.4321 loss_class_dn: 0.0581 loss_bbox_dn: 0.15 loss_giou_dn: 0.3801 loss_class_dn_0: 0.1095 loss_bbox_dn_0: 0.2298 loss_giou_dn_0: 0.5265 loss_class_dn_1: 0.07968 loss_bbox_dn_1: 0.173 loss_giou_dn_1: 0.423 loss_class_dn_2: 0.06774 loss_bbox_dn_2: 0.1545 loss_giou_dn_2: 0.3914 loss_class_dn_3: 0.06428 loss_bbox_dn_3: 0.1511 loss_giou_dn_3: 0.3823 loss_class_dn_4: 0.06 loss_bbox_dn_4: 0.15 loss_giou_dn_4: 0.38 time: 1.1149 data_time: 0.1022 lr: 0.0001 max_mem: 43217M [05/20 08:34:06 d2.utils.events]: eta: 2 days, 5:41:28 iter: 49949 total_loss: 9.785 loss_class: 0.2578 loss_bbox: 0.1127 loss_giou: 0.3998 loss_class_0: 0.2973 loss_bbox_0: 0.1225 loss_giou_0: 0.4178 loss_class_1: 0.2758 loss_bbox_1: 0.1182 loss_giou_1: 0.4121 loss_class_2: 0.2661 loss_bbox_2: 0.116 loss_giou_2: 0.404 loss_class_3: 0.2631 loss_bbox_3: 0.1129 loss_giou_3: 0.4007 loss_class_4: 0.2588 loss_bbox_4: 0.1117 loss_giou_4: 0.3999 loss_class_enc: 0.3054 loss_bbox_enc: 0.1357 loss_giou_enc: 0.4466 loss_class_dn: 0.06199 loss_bbox_dn: 0.1584 loss_giou_dn: 0.4026 loss_class_dn_0: 0.112 loss_bbox_dn_0: 0.2348 loss_giou_dn_0: 0.5402 loss_class_dn_1: 0.08266 loss_bbox_dn_1: 0.1822 loss_giou_dn_1: 0.4414 loss_class_dn_2: 0.0706 loss_bbox_dn_2: 0.1634 loss_giou_dn_2: 0.415 loss_class_dn_3: 0.0659 loss_bbox_dn_3: 0.1592 loss_giou_dn_3: 0.4049 loss_class_dn_4: 0.06278 loss_bbox_dn_4: 0.1584 loss_giou_dn_4: 0.4025 time: 1.1149 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 08:35:02 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0049999.pth [05/20 08:35:14 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/20 08:35:28 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/20 08:35:31 d2.data.common]: Serialized dataset takes 894.47 MiB [05/20 08:35:32 d2.evaluation.evaluator]: Start inference on 313 batches [05/20 08:36:02 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0148 s/iter. Inference: 0.0856 s/iter. Eval: 0.0004 s/iter. Total: 0.1008 s/iter. ETA=0:00:30 [05/20 08:36:07 d2.evaluation.evaluator]: Inference done 62/313. Dataloading: 0.0137 s/iter. Inference: 0.0853 s/iter. Eval: 0.0004 s/iter. Total: 0.0995 s/iter. ETA=0:00:24 [05/20 08:36:12 d2.evaluation.evaluator]: Inference done 115/313. Dataloading: 0.0132 s/iter. Inference: 0.0839 s/iter. Eval: 0.0005 s/iter. Total: 0.0977 s/iter. ETA=0:00:19 [05/20 08:36:17 d2.evaluation.evaluator]: Inference done 167/313. Dataloading: 0.0125 s/iter. Inference: 0.0841 s/iter. Eval: 0.0006 s/iter. Total: 0.0974 s/iter. ETA=0:00:14 [05/20 08:36:22 d2.evaluation.evaluator]: Inference done 210/313. Dataloading: 0.0129 s/iter. Inference: 0.0881 s/iter. Eval: 0.0006 s/iter. Total: 0.1018 s/iter. ETA=0:00:10 [05/20 08:36:27 d2.evaluation.evaluator]: Inference done 260/313. Dataloading: 0.0128 s/iter. Inference: 0.0879 s/iter. Eval: 0.0006 s/iter. Total: 0.1015 s/iter. ETA=0:00:05 [05/20 08:36:32 d2.evaluation.evaluator]: Inference done 311/313. Dataloading: 0.0128 s/iter. Inference: 0.0874 s/iter. Eval: 0.0006 s/iter. Total: 0.1010 s/iter. ETA=0:00:00 [05/20 08:36:35 d2.evaluation.evaluator]: Total inference time: 0:00:33.867501 (0.109959 s / iter per device, on 16 devices) [05/20 08:36:35 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:26 (0.087392 s / iter per device, on 16 devices) [05/20 08:36:52 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/20 08:36:52 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/20 08:36:59 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=5.10s) creating index... index created! [05/20 08:37:05 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/20 08:37:25 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 20.57 seconds. [05/20 08:37:26 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/20 08:37:29 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.11 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.542 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.744 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847 [05/20 08:37:29 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.447 | 58.194 | 46.440 | 29.006 | 46.198 | 53.192 | [05/20 08:37:29 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 58.739 | bicycle | 32.982 | car | 47.113 | | motorcycle | 42.957 | airplane | 73.702 | bus | 72.082 | | train | 70.793 | truck | 33.045 | boat | 27.406 | | traffic light | 31.305 | fire hydrant | 71.180 | stop sign | 56.514 | | parking meter | 10.793 | bench | 29.942 | bird | 40.989 | | cat | 75.089 | dog | 68.646 | horse | 61.383 | | sheep | 46.412 | cow | 61.148 | elephant | 68.208 | | bear | 73.365 | zebra | 71.043 | giraffe | 70.452 | | backpack | 19.518 | umbrella | 40.413 | handbag | 13.665 | | tie | 37.804 | suitcase | 35.976 | frisbee | 71.924 | | skis | 26.017 | snowboard | 41.511 | sports ball | 36.911 | | kite | 43.445 | baseball bat | 32.803 | baseball glove | 44.797 | | skateboard | 53.401 | surfboard | 42.611 | tennis racket | 49.078 | | bottle | 38.915 | wine glass | 42.148 | cup | 46.597 | | fork | 40.779 | knife | 18.066 | spoon | 19.353 | | bowl | 44.647 | banana | 22.208 | apple | 17.901 | | sandwich | 33.167 | orange | 31.197 | broccoli | 18.086 | | carrot | 16.258 | hot dog | 30.089 | pizza | 57.937 | | donut | 48.892 | cake | 39.071 | chair | 29.255 | | couch | 46.788 | potted plant | 25.805 | bed | 39.586 | | dining table | 27.584 | toilet | 59.499 | tv | 60.560 | | laptop | 68.272 | mouse | 66.162 | remote | 26.520 | | keyboard | 49.629 | cell phone | 40.188 | microwave | 67.642 | | oven | 12.631 | toaster | 28.828 | sink | 34.870 | | refrigerator | 61.506 | book | 8.130 | clock | 44.091 | | vase | 32.730 | scissors | 30.066 | teddy bear | 49.036 | | hair drier | 4.132 | toothbrush | 31.792 | | | [05/20 08:37:31 d2.evaluation.testing]: copypaste: Task: bbox [05/20 08:37:31 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/20 08:37:31 d2.evaluation.testing]: copypaste: 42.4471,58.1936,46.4398,29.0061,46.1977,53.1922 [05/20 08:37:31 d2.utils.events]: eta: 2 days, 5:40:33 iter: 49999 total_loss: 9.651 loss_class: 0.2568 loss_bbox: 0.1124 loss_giou: 0.3862 loss_class_0: 0.2979 loss_bbox_0: 0.1246 loss_giou_0: 0.405 loss_class_1: 0.2756 loss_bbox_1: 0.1194 loss_giou_1: 0.3964 loss_class_2: 0.2636 loss_bbox_2: 0.1166 loss_giou_2: 0.3885 loss_class_3: 0.2606 loss_bbox_3: 0.1138 loss_giou_3: 0.3869 loss_class_4: 0.2584 loss_bbox_4: 0.1127 loss_giou_4: 0.3862 loss_class_enc: 0.3025 loss_bbox_enc: 0.1394 loss_giou_enc: 0.4369 loss_class_dn: 0.05893 loss_bbox_dn: 0.1572 loss_giou_dn: 0.3933 loss_class_dn_0: 0.1098 loss_bbox_dn_0: 0.2427 loss_giou_dn_0: 0.5377 loss_class_dn_1: 0.08055 loss_bbox_dn_1: 0.1824 loss_giou_dn_1: 0.4357 loss_class_dn_2: 0.06848 loss_bbox_dn_2: 0.1641 loss_giou_dn_2: 0.4053 loss_class_dn_3: 0.06439 loss_bbox_dn_3: 0.159 loss_giou_dn_3: 0.3958 loss_class_dn_4: 0.05987 loss_bbox_dn_4: 0.1574 loss_giou_dn_4: 0.3931 time: 1.1149 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 08:38:27 d2.utils.events]: eta: 2 days, 5:41:27 iter: 50049 total_loss: 9.441 loss_class: 0.257 loss_bbox: 0.1146 loss_giou: 0.3783 loss_class_0: 0.2973 loss_bbox_0: 0.1243 loss_giou_0: 0.3958 loss_class_1: 0.2745 loss_bbox_1: 0.12 loss_giou_1: 0.3896 loss_class_2: 0.2648 loss_bbox_2: 0.1159 loss_giou_2: 0.3836 loss_class_3: 0.2625 loss_bbox_3: 0.1146 loss_giou_3: 0.3788 loss_class_4: 0.2587 loss_bbox_4: 0.1144 loss_giou_4: 0.3782 loss_class_enc: 0.303 loss_bbox_enc: 0.1381 loss_giou_enc: 0.4307 loss_class_dn: 0.05707 loss_bbox_dn: 0.1583 loss_giou_dn: 0.3816 loss_class_dn_0: 0.1093 loss_bbox_dn_0: 0.2401 loss_giou_dn_0: 0.5334 loss_class_dn_1: 0.07981 loss_bbox_dn_1: 0.1788 loss_giou_dn_1: 0.4258 loss_class_dn_2: 0.06573 loss_bbox_dn_2: 0.1628 loss_giou_dn_2: 0.3939 loss_class_dn_3: 0.06256 loss_bbox_dn_3: 0.1588 loss_giou_dn_3: 0.3839 loss_class_dn_4: 0.05764 loss_bbox_dn_4: 0.1584 loss_giou_dn_4: 0.3815 time: 1.1149 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 08:39:22 d2.utils.events]: eta: 2 days, 5:39:33 iter: 50099 total_loss: 9.753 loss_class: 0.2561 loss_bbox: 0.1145 loss_giou: 0.3881 loss_class_0: 0.295 loss_bbox_0: 0.127 loss_giou_0: 0.4114 loss_class_1: 0.2723 loss_bbox_1: 0.122 loss_giou_1: 0.4024 loss_class_2: 0.2614 loss_bbox_2: 0.1175 loss_giou_2: 0.3942 loss_class_3: 0.26 loss_bbox_3: 0.1157 loss_giou_3: 0.3899 loss_class_4: 0.2581 loss_bbox_4: 0.1149 loss_giou_4: 0.3881 loss_class_enc: 0.3007 loss_bbox_enc: 0.1424 loss_giou_enc: 0.443 loss_class_dn: 0.06062 loss_bbox_dn: 0.1564 loss_giou_dn: 0.3916 loss_class_dn_0: 0.1133 loss_bbox_dn_0: 0.2338 loss_giou_dn_0: 0.5361 loss_class_dn_1: 0.08232 loss_bbox_dn_1: 0.1791 loss_giou_dn_1: 0.4353 loss_class_dn_2: 0.06942 loss_bbox_dn_2: 0.1623 loss_giou_dn_2: 0.4029 loss_class_dn_3: 0.06539 loss_bbox_dn_3: 0.1577 loss_giou_dn_3: 0.3934 loss_class_dn_4: 0.06198 loss_bbox_dn_4: 0.1564 loss_giou_dn_4: 0.3915 time: 1.1149 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/20 08:40:18 d2.utils.events]: eta: 2 days, 5:38:11 iter: 50149 total_loss: 9.543 loss_class: 0.2543 loss_bbox: 0.1117 loss_giou: 0.3877 loss_class_0: 0.291 loss_bbox_0: 0.1201 loss_giou_0: 0.4042 loss_class_1: 0.2673 loss_bbox_1: 0.1166 loss_giou_1: 0.3961 loss_class_2: 0.2586 loss_bbox_2: 0.1142 loss_giou_2: 0.392 loss_class_3: 0.2575 loss_bbox_3: 0.112 loss_giou_3: 0.3879 loss_class_4: 0.2544 loss_bbox_4: 0.1114 loss_giou_4: 0.3885 loss_class_enc: 0.2972 loss_bbox_enc: 0.1355 loss_giou_enc: 0.4336 loss_class_dn: 0.05678 loss_bbox_dn: 0.1561 loss_giou_dn: 0.3854 loss_class_dn_0: 0.1095 loss_bbox_dn_0: 0.2402 loss_giou_dn_0: 0.5329 loss_class_dn_1: 0.07917 loss_bbox_dn_1: 0.1791 loss_giou_dn_1: 0.4316 loss_class_dn_2: 0.06492 loss_bbox_dn_2: 0.161 loss_giou_dn_2: 0.3988 loss_class_dn_3: 0.06157 loss_bbox_dn_3: 0.157 loss_giou_dn_3: 0.3876 loss_class_dn_4: 0.05778 loss_bbox_dn_4: 0.1561 loss_giou_dn_4: 0.3854 time: 1.1149 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 08:41:15 d2.utils.events]: eta: 2 days, 5:37:36 iter: 50199 total_loss: 9.621 loss_class: 0.2614 loss_bbox: 0.1119 loss_giou: 0.3831 loss_class_0: 0.2961 loss_bbox_0: 0.1261 loss_giou_0: 0.4073 loss_class_1: 0.2773 loss_bbox_1: 0.1188 loss_giou_1: 0.3971 loss_class_2: 0.2654 loss_bbox_2: 0.1143 loss_giou_2: 0.39 loss_class_3: 0.2663 loss_bbox_3: 0.1124 loss_giou_3: 0.3844 loss_class_4: 0.2617 loss_bbox_4: 0.1105 loss_giou_4: 0.3838 loss_class_enc: 0.2999 loss_bbox_enc: 0.1416 loss_giou_enc: 0.4356 loss_class_dn: 0.06098 loss_bbox_dn: 0.1609 loss_giou_dn: 0.3924 loss_class_dn_0: 0.109 loss_bbox_dn_0: 0.2493 loss_giou_dn_0: 0.5388 loss_class_dn_1: 0.08152 loss_bbox_dn_1: 0.1895 loss_giou_dn_1: 0.4354 loss_class_dn_2: 0.06893 loss_bbox_dn_2: 0.1686 loss_giou_dn_2: 0.4042 loss_class_dn_3: 0.0663 loss_bbox_dn_3: 0.1623 loss_giou_dn_3: 0.3944 loss_class_dn_4: 0.06238 loss_bbox_dn_4: 0.1609 loss_giou_dn_4: 0.3923 time: 1.1149 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 08:42:10 d2.utils.events]: eta: 2 days, 5:35:07 iter: 50249 total_loss: 9.48 loss_class: 0.2465 loss_bbox: 0.1157 loss_giou: 0.3767 loss_class_0: 0.2902 loss_bbox_0: 0.1261 loss_giou_0: 0.3987 loss_class_1: 0.2694 loss_bbox_1: 0.1213 loss_giou_1: 0.3898 loss_class_2: 0.2596 loss_bbox_2: 0.1174 loss_giou_2: 0.3823 loss_class_3: 0.2537 loss_bbox_3: 0.1158 loss_giou_3: 0.3773 loss_class_4: 0.2495 loss_bbox_4: 0.1153 loss_giou_4: 0.3757 loss_class_enc: 0.3033 loss_bbox_enc: 0.1399 loss_giou_enc: 0.4296 loss_class_dn: 0.05824 loss_bbox_dn: 0.1549 loss_giou_dn: 0.3857 loss_class_dn_0: 0.1085 loss_bbox_dn_0: 0.2464 loss_giou_dn_0: 0.5319 loss_class_dn_1: 0.07732 loss_bbox_dn_1: 0.1823 loss_giou_dn_1: 0.4304 loss_class_dn_2: 0.06467 loss_bbox_dn_2: 0.1621 loss_giou_dn_2: 0.399 loss_class_dn_3: 0.06118 loss_bbox_dn_3: 0.1564 loss_giou_dn_3: 0.3886 loss_class_dn_4: 0.05875 loss_bbox_dn_4: 0.155 loss_giou_dn_4: 0.3857 time: 1.1149 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 08:43:06 d2.utils.events]: eta: 2 days, 5:32:12 iter: 50299 total_loss: 9.528 loss_class: 0.2598 loss_bbox: 0.1102 loss_giou: 0.3931 loss_class_0: 0.2982 loss_bbox_0: 0.1219 loss_giou_0: 0.4121 loss_class_1: 0.2768 loss_bbox_1: 0.1158 loss_giou_1: 0.404 loss_class_2: 0.267 loss_bbox_2: 0.1134 loss_giou_2: 0.3993 loss_class_3: 0.2639 loss_bbox_3: 0.1109 loss_giou_3: 0.3966 loss_class_4: 0.2613 loss_bbox_4: 0.11 loss_giou_4: 0.3932 loss_class_enc: 0.3044 loss_bbox_enc: 0.138 loss_giou_enc: 0.4489 loss_class_dn: 0.05895 loss_bbox_dn: 0.1479 loss_giou_dn: 0.3869 loss_class_dn_0: 0.1103 loss_bbox_dn_0: 0.2218 loss_giou_dn_0: 0.5383 loss_class_dn_1: 0.08112 loss_bbox_dn_1: 0.1708 loss_giou_dn_1: 0.4323 loss_class_dn_2: 0.06848 loss_bbox_dn_2: 0.1534 loss_giou_dn_2: 0.4002 loss_class_dn_3: 0.06436 loss_bbox_dn_3: 0.1486 loss_giou_dn_3: 0.3895 loss_class_dn_4: 0.06114 loss_bbox_dn_4: 0.1479 loss_giou_dn_4: 0.3868 time: 1.1149 data_time: 0.0919 lr: 0.0001 max_mem: 43217M [05/20 08:44:02 d2.utils.events]: eta: 2 days, 5:26:01 iter: 50349 total_loss: 9.483 loss_class: 0.2556 loss_bbox: 0.114 loss_giou: 0.3901 loss_class_0: 0.2936 loss_bbox_0: 0.1256 loss_giou_0: 0.4131 loss_class_1: 0.2724 loss_bbox_1: 0.1209 loss_giou_1: 0.4038 loss_class_2: 0.262 loss_bbox_2: 0.1158 loss_giou_2: 0.3943 loss_class_3: 0.2594 loss_bbox_3: 0.1142 loss_giou_3: 0.3907 loss_class_4: 0.257 loss_bbox_4: 0.1134 loss_giou_4: 0.3895 loss_class_enc: 0.3022 loss_bbox_enc: 0.1394 loss_giou_enc: 0.4393 loss_class_dn: 0.05946 loss_bbox_dn: 0.1528 loss_giou_dn: 0.3861 loss_class_dn_0: 0.1104 loss_bbox_dn_0: 0.2362 loss_giou_dn_0: 0.5336 loss_class_dn_1: 0.08097 loss_bbox_dn_1: 0.1762 loss_giou_dn_1: 0.426 loss_class_dn_2: 0.06821 loss_bbox_dn_2: 0.1592 loss_giou_dn_2: 0.3962 loss_class_dn_3: 0.0653 loss_bbox_dn_3: 0.1537 loss_giou_dn_3: 0.3876 loss_class_dn_4: 0.06116 loss_bbox_dn_4: 0.1529 loss_giou_dn_4: 0.3862 time: 1.1149 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 08:44:58 d2.utils.events]: eta: 2 days, 5:23:41 iter: 50399 total_loss: 9.699 loss_class: 0.2584 loss_bbox: 0.1111 loss_giou: 0.3776 loss_class_0: 0.2993 loss_bbox_0: 0.1253 loss_giou_0: 0.4017 loss_class_1: 0.2749 loss_bbox_1: 0.1196 loss_giou_1: 0.3914 loss_class_2: 0.2634 loss_bbox_2: 0.1148 loss_giou_2: 0.386 loss_class_3: 0.2612 loss_bbox_3: 0.1121 loss_giou_3: 0.3795 loss_class_4: 0.2591 loss_bbox_4: 0.1116 loss_giou_4: 0.3788 loss_class_enc: 0.3077 loss_bbox_enc: 0.1407 loss_giou_enc: 0.4298 loss_class_dn: 0.06117 loss_bbox_dn: 0.164 loss_giou_dn: 0.3883 loss_class_dn_0: 0.1117 loss_bbox_dn_0: 0.2443 loss_giou_dn_0: 0.5362 loss_class_dn_1: 0.08196 loss_bbox_dn_1: 0.1879 loss_giou_dn_1: 0.431 loss_class_dn_2: 0.06987 loss_bbox_dn_2: 0.1697 loss_giou_dn_2: 0.4005 loss_class_dn_3: 0.06596 loss_bbox_dn_3: 0.165 loss_giou_dn_3: 0.3906 loss_class_dn_4: 0.06298 loss_bbox_dn_4: 0.1641 loss_giou_dn_4: 0.3883 time: 1.1149 data_time: 0.1023 lr: 0.0001 max_mem: 43217M [05/20 08:45:54 d2.utils.events]: eta: 2 days, 5:22:46 iter: 50449 total_loss: 9.58 loss_class: 0.2561 loss_bbox: 0.1138 loss_giou: 0.3858 loss_class_0: 0.2919 loss_bbox_0: 0.1256 loss_giou_0: 0.4043 loss_class_1: 0.2709 loss_bbox_1: 0.1201 loss_giou_1: 0.397 loss_class_2: 0.2623 loss_bbox_2: 0.1177 loss_giou_2: 0.3905 loss_class_3: 0.259 loss_bbox_3: 0.116 loss_giou_3: 0.3867 loss_class_4: 0.2572 loss_bbox_4: 0.1139 loss_giou_4: 0.3844 loss_class_enc: 0.2995 loss_bbox_enc: 0.1409 loss_giou_enc: 0.4317 loss_class_dn: 0.06662 loss_bbox_dn: 0.1605 loss_giou_dn: 0.3842 loss_class_dn_0: 0.1127 loss_bbox_dn_0: 0.2385 loss_giou_dn_0: 0.53 loss_class_dn_1: 0.08525 loss_bbox_dn_1: 0.1819 loss_giou_dn_1: 0.4261 loss_class_dn_2: 0.07443 loss_bbox_dn_2: 0.1671 loss_giou_dn_2: 0.3969 loss_class_dn_3: 0.07046 loss_bbox_dn_3: 0.1622 loss_giou_dn_3: 0.3864 loss_class_dn_4: 0.06721 loss_bbox_dn_4: 0.1608 loss_giou_dn_4: 0.3841 time: 1.1149 data_time: 0.0927 lr: 0.0001 max_mem: 43217M [05/20 08:46:49 d2.utils.events]: eta: 2 days, 5:20:28 iter: 50499 total_loss: 9.403 loss_class: 0.2514 loss_bbox: 0.1178 loss_giou: 0.3714 loss_class_0: 0.2905 loss_bbox_0: 0.127 loss_giou_0: 0.3952 loss_class_1: 0.2662 loss_bbox_1: 0.1243 loss_giou_1: 0.3844 loss_class_2: 0.256 loss_bbox_2: 0.1208 loss_giou_2: 0.3773 loss_class_3: 0.2553 loss_bbox_3: 0.1194 loss_giou_3: 0.3734 loss_class_4: 0.2517 loss_bbox_4: 0.1181 loss_giou_4: 0.3723 loss_class_enc: 0.2963 loss_bbox_enc: 0.1435 loss_giou_enc: 0.4255 loss_class_dn: 0.05828 loss_bbox_dn: 0.1664 loss_giou_dn: 0.3736 loss_class_dn_0: 0.108 loss_bbox_dn_0: 0.2508 loss_giou_dn_0: 0.5213 loss_class_dn_1: 0.07905 loss_bbox_dn_1: 0.1886 loss_giou_dn_1: 0.416 loss_class_dn_2: 0.06749 loss_bbox_dn_2: 0.1706 loss_giou_dn_2: 0.3846 loss_class_dn_3: 0.06382 loss_bbox_dn_3: 0.1671 loss_giou_dn_3: 0.3756 loss_class_dn_4: 0.05918 loss_bbox_dn_4: 0.1666 loss_giou_dn_4: 0.3737 time: 1.1149 data_time: 0.1019 lr: 0.0001 max_mem: 43217M [05/20 08:47:46 d2.utils.events]: eta: 2 days, 5:19:39 iter: 50549 total_loss: 9.531 loss_class: 0.257 loss_bbox: 0.1123 loss_giou: 0.3925 loss_class_0: 0.2965 loss_bbox_0: 0.1227 loss_giou_0: 0.4169 loss_class_1: 0.274 loss_bbox_1: 0.1163 loss_giou_1: 0.4053 loss_class_2: 0.2638 loss_bbox_2: 0.114 loss_giou_2: 0.3982 loss_class_3: 0.2622 loss_bbox_3: 0.1113 loss_giou_3: 0.393 loss_class_4: 0.259 loss_bbox_4: 0.1108 loss_giou_4: 0.3919 loss_class_enc: 0.3022 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4424 loss_class_dn: 0.06178 loss_bbox_dn: 0.1528 loss_giou_dn: 0.3829 loss_class_dn_0: 0.1117 loss_bbox_dn_0: 0.2361 loss_giou_dn_0: 0.5336 loss_class_dn_1: 0.08177 loss_bbox_dn_1: 0.1772 loss_giou_dn_1: 0.4228 loss_class_dn_2: 0.07037 loss_bbox_dn_2: 0.1593 loss_giou_dn_2: 0.3939 loss_class_dn_3: 0.0659 loss_bbox_dn_3: 0.1547 loss_giou_dn_3: 0.3856 loss_class_dn_4: 0.06299 loss_bbox_dn_4: 0.1528 loss_giou_dn_4: 0.3829 time: 1.1149 data_time: 0.1136 lr: 0.0001 max_mem: 43217M [05/20 08:48:41 d2.utils.events]: eta: 2 days, 5:16:20 iter: 50599 total_loss: 9.69 loss_class: 0.2626 loss_bbox: 0.1131 loss_giou: 0.3873 loss_class_0: 0.3002 loss_bbox_0: 0.1202 loss_giou_0: 0.4065 loss_class_1: 0.2758 loss_bbox_1: 0.1179 loss_giou_1: 0.3998 loss_class_2: 0.2668 loss_bbox_2: 0.1153 loss_giou_2: 0.394 loss_class_3: 0.2659 loss_bbox_3: 0.1133 loss_giou_3: 0.3889 loss_class_4: 0.2635 loss_bbox_4: 0.1134 loss_giou_4: 0.3879 loss_class_enc: 0.3046 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4373 loss_class_dn: 0.05916 loss_bbox_dn: 0.1575 loss_giou_dn: 0.3871 loss_class_dn_0: 0.1079 loss_bbox_dn_0: 0.2387 loss_giou_dn_0: 0.5404 loss_class_dn_1: 0.07924 loss_bbox_dn_1: 0.1814 loss_giou_dn_1: 0.4315 loss_class_dn_2: 0.06814 loss_bbox_dn_2: 0.1634 loss_giou_dn_2: 0.3997 loss_class_dn_3: 0.06394 loss_bbox_dn_3: 0.1585 loss_giou_dn_3: 0.3905 loss_class_dn_4: 0.06003 loss_bbox_dn_4: 0.1576 loss_giou_dn_4: 0.3869 time: 1.1149 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 08:49:38 d2.utils.events]: eta: 2 days, 5:10:03 iter: 50649 total_loss: 9.662 loss_class: 0.2595 loss_bbox: 0.1176 loss_giou: 0.3829 loss_class_0: 0.2977 loss_bbox_0: 0.1265 loss_giou_0: 0.3997 loss_class_1: 0.2749 loss_bbox_1: 0.1213 loss_giou_1: 0.3909 loss_class_2: 0.265 loss_bbox_2: 0.1202 loss_giou_2: 0.3895 loss_class_3: 0.2618 loss_bbox_3: 0.1184 loss_giou_3: 0.3862 loss_class_4: 0.2601 loss_bbox_4: 0.1174 loss_giou_4: 0.3842 loss_class_enc: 0.3043 loss_bbox_enc: 0.1383 loss_giou_enc: 0.43 loss_class_dn: 0.05933 loss_bbox_dn: 0.157 loss_giou_dn: 0.3877 loss_class_dn_0: 0.1114 loss_bbox_dn_0: 0.2383 loss_giou_dn_0: 0.5301 loss_class_dn_1: 0.08058 loss_bbox_dn_1: 0.1823 loss_giou_dn_1: 0.4309 loss_class_dn_2: 0.0669 loss_bbox_dn_2: 0.1626 loss_giou_dn_2: 0.4012 loss_class_dn_3: 0.06331 loss_bbox_dn_3: 0.1578 loss_giou_dn_3: 0.3901 loss_class_dn_4: 0.05988 loss_bbox_dn_4: 0.157 loss_giou_dn_4: 0.3875 time: 1.1149 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/20 08:50:34 d2.utils.events]: eta: 2 days, 5:09:08 iter: 50699 total_loss: 9.729 loss_class: 0.26 loss_bbox: 0.1135 loss_giou: 0.3953 loss_class_0: 0.2988 loss_bbox_0: 0.1229 loss_giou_0: 0.4108 loss_class_1: 0.2739 loss_bbox_1: 0.1184 loss_giou_1: 0.4035 loss_class_2: 0.2677 loss_bbox_2: 0.116 loss_giou_2: 0.404 loss_class_3: 0.2656 loss_bbox_3: 0.1145 loss_giou_3: 0.3989 loss_class_4: 0.2618 loss_bbox_4: 0.1135 loss_giou_4: 0.3955 loss_class_enc: 0.3011 loss_bbox_enc: 0.1366 loss_giou_enc: 0.4409 loss_class_dn: 0.06009 loss_bbox_dn: 0.1512 loss_giou_dn: 0.3991 loss_class_dn_0: 0.1087 loss_bbox_dn_0: 0.2312 loss_giou_dn_0: 0.5423 loss_class_dn_1: 0.08029 loss_bbox_dn_1: 0.1745 loss_giou_dn_1: 0.4413 loss_class_dn_2: 0.06771 loss_bbox_dn_2: 0.157 loss_giou_dn_2: 0.4118 loss_class_dn_3: 0.06435 loss_bbox_dn_3: 0.1524 loss_giou_dn_3: 0.4019 loss_class_dn_4: 0.06157 loss_bbox_dn_4: 0.1512 loss_giou_dn_4: 0.3992 time: 1.1149 data_time: 0.0923 lr: 0.0001 max_mem: 43217M [05/20 08:51:30 d2.utils.events]: eta: 2 days, 5:07:31 iter: 50749 total_loss: 9.699 loss_class: 0.2588 loss_bbox: 0.1126 loss_giou: 0.3981 loss_class_0: 0.2922 loss_bbox_0: 0.1247 loss_giou_0: 0.4191 loss_class_1: 0.2773 loss_bbox_1: 0.1202 loss_giou_1: 0.4106 loss_class_2: 0.2658 loss_bbox_2: 0.1164 loss_giou_2: 0.4065 loss_class_3: 0.2644 loss_bbox_3: 0.1145 loss_giou_3: 0.3994 loss_class_4: 0.2596 loss_bbox_4: 0.1135 loss_giou_4: 0.3982 loss_class_enc: 0.299 loss_bbox_enc: 0.137 loss_giou_enc: 0.4487 loss_class_dn: 0.05776 loss_bbox_dn: 0.1492 loss_giou_dn: 0.3966 loss_class_dn_0: 0.1107 loss_bbox_dn_0: 0.2258 loss_giou_dn_0: 0.5431 loss_class_dn_1: 0.0812 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4412 loss_class_dn_2: 0.06862 loss_bbox_dn_2: 0.1543 loss_giou_dn_2: 0.4103 loss_class_dn_3: 0.06445 loss_bbox_dn_3: 0.1503 loss_giou_dn_3: 0.399 loss_class_dn_4: 0.05942 loss_bbox_dn_4: 0.1493 loss_giou_dn_4: 0.3964 time: 1.1149 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 08:52:26 d2.utils.events]: eta: 2 days, 5:04:03 iter: 50799 total_loss: 9.698 loss_class: 0.2609 loss_bbox: 0.1203 loss_giou: 0.395 loss_class_0: 0.298 loss_bbox_0: 0.1301 loss_giou_0: 0.4173 loss_class_1: 0.2763 loss_bbox_1: 0.126 loss_giou_1: 0.4074 loss_class_2: 0.2684 loss_bbox_2: 0.1229 loss_giou_2: 0.4003 loss_class_3: 0.2652 loss_bbox_3: 0.1218 loss_giou_3: 0.3959 loss_class_4: 0.2625 loss_bbox_4: 0.1217 loss_giou_4: 0.3945 loss_class_enc: 0.3036 loss_bbox_enc: 0.1464 loss_giou_enc: 0.443 loss_class_dn: 0.0579 loss_bbox_dn: 0.1584 loss_giou_dn: 0.3901 loss_class_dn_0: 0.1118 loss_bbox_dn_0: 0.2432 loss_giou_dn_0: 0.54 loss_class_dn_1: 0.08023 loss_bbox_dn_1: 0.187 loss_giou_dn_1: 0.4338 loss_class_dn_2: 0.06701 loss_bbox_dn_2: 0.1661 loss_giou_dn_2: 0.4034 loss_class_dn_3: 0.06338 loss_bbox_dn_3: 0.16 loss_giou_dn_3: 0.3927 loss_class_dn_4: 0.0592 loss_bbox_dn_4: 0.1585 loss_giou_dn_4: 0.3901 time: 1.1149 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 08:53:22 d2.utils.events]: eta: 2 days, 5:04:02 iter: 50849 total_loss: 9.46 loss_class: 0.2618 loss_bbox: 0.1135 loss_giou: 0.3837 loss_class_0: 0.298 loss_bbox_0: 0.1226 loss_giou_0: 0.4052 loss_class_1: 0.2774 loss_bbox_1: 0.1182 loss_giou_1: 0.3949 loss_class_2: 0.2685 loss_bbox_2: 0.1153 loss_giou_2: 0.3875 loss_class_3: 0.2668 loss_bbox_3: 0.1134 loss_giou_3: 0.3839 loss_class_4: 0.2619 loss_bbox_4: 0.1136 loss_giou_4: 0.3844 loss_class_enc: 0.3059 loss_bbox_enc: 0.1366 loss_giou_enc: 0.4329 loss_class_dn: 0.06277 loss_bbox_dn: 0.1533 loss_giou_dn: 0.3779 loss_class_dn_0: 0.114 loss_bbox_dn_0: 0.2371 loss_giou_dn_0: 0.5266 loss_class_dn_1: 0.08624 loss_bbox_dn_1: 0.1768 loss_giou_dn_1: 0.4181 loss_class_dn_2: 0.07191 loss_bbox_dn_2: 0.1587 loss_giou_dn_2: 0.39 loss_class_dn_3: 0.06682 loss_bbox_dn_3: 0.1544 loss_giou_dn_3: 0.3801 loss_class_dn_4: 0.06487 loss_bbox_dn_4: 0.1533 loss_giou_dn_4: 0.3779 time: 1.1149 data_time: 0.0923 lr: 0.0001 max_mem: 43217M [05/20 08:54:18 d2.utils.events]: eta: 2 days, 5:02:13 iter: 50899 total_loss: 9.669 loss_class: 0.2575 loss_bbox: 0.117 loss_giou: 0.3995 loss_class_0: 0.2953 loss_bbox_0: 0.1287 loss_giou_0: 0.4185 loss_class_1: 0.2765 loss_bbox_1: 0.124 loss_giou_1: 0.4082 loss_class_2: 0.2639 loss_bbox_2: 0.119 loss_giou_2: 0.403 loss_class_3: 0.262 loss_bbox_3: 0.1172 loss_giou_3: 0.3991 loss_class_4: 0.2568 loss_bbox_4: 0.1171 loss_giou_4: 0.3986 loss_class_enc: 0.3025 loss_bbox_enc: 0.144 loss_giou_enc: 0.4514 loss_class_dn: 0.05887 loss_bbox_dn: 0.1603 loss_giou_dn: 0.3935 loss_class_dn_0: 0.11 loss_bbox_dn_0: 0.2452 loss_giou_dn_0: 0.5392 loss_class_dn_1: 0.08091 loss_bbox_dn_1: 0.1853 loss_giou_dn_1: 0.4382 loss_class_dn_2: 0.06674 loss_bbox_dn_2: 0.167 loss_giou_dn_2: 0.4044 loss_class_dn_3: 0.06314 loss_bbox_dn_3: 0.1612 loss_giou_dn_3: 0.3963 loss_class_dn_4: 0.05941 loss_bbox_dn_4: 0.1604 loss_giou_dn_4: 0.3933 time: 1.1149 data_time: 0.0940 lr: 0.0001 max_mem: 43217M [05/20 08:55:15 d2.utils.events]: eta: 2 days, 5:04:26 iter: 50949 total_loss: 9.468 loss_class: 0.2575 loss_bbox: 0.1122 loss_giou: 0.3835 loss_class_0: 0.2932 loss_bbox_0: 0.1218 loss_giou_0: 0.4035 loss_class_1: 0.2699 loss_bbox_1: 0.1176 loss_giou_1: 0.3948 loss_class_2: 0.2629 loss_bbox_2: 0.1148 loss_giou_2: 0.3873 loss_class_3: 0.2586 loss_bbox_3: 0.1136 loss_giou_3: 0.3856 loss_class_4: 0.2579 loss_bbox_4: 0.1116 loss_giou_4: 0.3835 loss_class_enc: 0.3044 loss_bbox_enc: 0.1368 loss_giou_enc: 0.4314 loss_class_dn: 0.06399 loss_bbox_dn: 0.1519 loss_giou_dn: 0.3789 loss_class_dn_0: 0.1156 loss_bbox_dn_0: 0.2312 loss_giou_dn_0: 0.5237 loss_class_dn_1: 0.08464 loss_bbox_dn_1: 0.1762 loss_giou_dn_1: 0.4196 loss_class_dn_2: 0.07346 loss_bbox_dn_2: 0.1582 loss_giou_dn_2: 0.3909 loss_class_dn_3: 0.06946 loss_bbox_dn_3: 0.1531 loss_giou_dn_3: 0.381 loss_class_dn_4: 0.0657 loss_bbox_dn_4: 0.152 loss_giou_dn_4: 0.3789 time: 1.1149 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 08:56:11 d2.utils.events]: eta: 2 days, 5:01:54 iter: 50999 total_loss: 9.713 loss_class: 0.2599 loss_bbox: 0.1152 loss_giou: 0.3914 loss_class_0: 0.2996 loss_bbox_0: 0.1252 loss_giou_0: 0.4098 loss_class_1: 0.2801 loss_bbox_1: 0.1232 loss_giou_1: 0.4039 loss_class_2: 0.264 loss_bbox_2: 0.1179 loss_giou_2: 0.3999 loss_class_3: 0.2627 loss_bbox_3: 0.117 loss_giou_3: 0.395 loss_class_4: 0.2615 loss_bbox_4: 0.1157 loss_giou_4: 0.3917 loss_class_enc: 0.3059 loss_bbox_enc: 0.1388 loss_giou_enc: 0.441 loss_class_dn: 0.05912 loss_bbox_dn: 0.1573 loss_giou_dn: 0.3899 loss_class_dn_0: 0.1096 loss_bbox_dn_0: 0.2469 loss_giou_dn_0: 0.5467 loss_class_dn_1: 0.08155 loss_bbox_dn_1: 0.1821 loss_giou_dn_1: 0.4371 loss_class_dn_2: 0.06855 loss_bbox_dn_2: 0.1636 loss_giou_dn_2: 0.4039 loss_class_dn_3: 0.06461 loss_bbox_dn_3: 0.1587 loss_giou_dn_3: 0.3927 loss_class_dn_4: 0.06095 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.39 time: 1.1149 data_time: 0.0930 lr: 0.0001 max_mem: 43217M [05/20 08:57:07 d2.utils.events]: eta: 2 days, 5:02:01 iter: 51049 total_loss: 9.793 loss_class: 0.2616 loss_bbox: 0.1184 loss_giou: 0.392 loss_class_0: 0.3017 loss_bbox_0: 0.1281 loss_giou_0: 0.4098 loss_class_1: 0.277 loss_bbox_1: 0.1245 loss_giou_1: 0.4046 loss_class_2: 0.2676 loss_bbox_2: 0.1211 loss_giou_2: 0.4008 loss_class_3: 0.2654 loss_bbox_3: 0.1197 loss_giou_3: 0.3954 loss_class_4: 0.2635 loss_bbox_4: 0.1182 loss_giou_4: 0.3931 loss_class_enc: 0.3052 loss_bbox_enc: 0.1438 loss_giou_enc: 0.441 loss_class_dn: 0.05958 loss_bbox_dn: 0.1685 loss_giou_dn: 0.3996 loss_class_dn_0: 0.1104 loss_bbox_dn_0: 0.2497 loss_giou_dn_0: 0.5478 loss_class_dn_1: 0.07993 loss_bbox_dn_1: 0.1931 loss_giou_dn_1: 0.4457 loss_class_dn_2: 0.06793 loss_bbox_dn_2: 0.1738 loss_giou_dn_2: 0.4124 loss_class_dn_3: 0.06398 loss_bbox_dn_3: 0.1695 loss_giou_dn_3: 0.4015 loss_class_dn_4: 0.06115 loss_bbox_dn_4: 0.1684 loss_giou_dn_4: 0.3994 time: 1.1149 data_time: 0.0917 lr: 0.0001 max_mem: 43217M [05/20 08:58:02 d2.utils.events]: eta: 2 days, 5:01:07 iter: 51099 total_loss: 9.585 loss_class: 0.2578 loss_bbox: 0.1152 loss_giou: 0.3861 loss_class_0: 0.2964 loss_bbox_0: 0.1266 loss_giou_0: 0.4087 loss_class_1: 0.2758 loss_bbox_1: 0.1221 loss_giou_1: 0.4019 loss_class_2: 0.2646 loss_bbox_2: 0.1191 loss_giou_2: 0.3934 loss_class_3: 0.2634 loss_bbox_3: 0.1168 loss_giou_3: 0.3886 loss_class_4: 0.2611 loss_bbox_4: 0.1158 loss_giou_4: 0.387 loss_class_enc: 0.3047 loss_bbox_enc: 0.1378 loss_giou_enc: 0.4366 loss_class_dn: 0.06105 loss_bbox_dn: 0.1582 loss_giou_dn: 0.3905 loss_class_dn_0: 0.1134 loss_bbox_dn_0: 0.2366 loss_giou_dn_0: 0.5385 loss_class_dn_1: 0.08282 loss_bbox_dn_1: 0.1787 loss_giou_dn_1: 0.4308 loss_class_dn_2: 0.07054 loss_bbox_dn_2: 0.1624 loss_giou_dn_2: 0.403 loss_class_dn_3: 0.06652 loss_bbox_dn_3: 0.1594 loss_giou_dn_3: 0.3922 loss_class_dn_4: 0.06314 loss_bbox_dn_4: 0.1583 loss_giou_dn_4: 0.3904 time: 1.1149 data_time: 0.0951 lr: 0.0001 max_mem: 43217M [05/20 08:58:58 d2.utils.events]: eta: 2 days, 5:02:01 iter: 51149 total_loss: 9.511 loss_class: 0.253 loss_bbox: 0.1102 loss_giou: 0.3866 loss_class_0: 0.2919 loss_bbox_0: 0.1197 loss_giou_0: 0.4043 loss_class_1: 0.2695 loss_bbox_1: 0.1163 loss_giou_1: 0.3947 loss_class_2: 0.261 loss_bbox_2: 0.1131 loss_giou_2: 0.3905 loss_class_3: 0.258 loss_bbox_3: 0.1115 loss_giou_3: 0.3867 loss_class_4: 0.255 loss_bbox_4: 0.1102 loss_giou_4: 0.3863 loss_class_enc: 0.2995 loss_bbox_enc: 0.1355 loss_giou_enc: 0.4348 loss_class_dn: 0.06087 loss_bbox_dn: 0.1511 loss_giou_dn: 0.3847 loss_class_dn_0: 0.1114 loss_bbox_dn_0: 0.2314 loss_giou_dn_0: 0.525 loss_class_dn_1: 0.08151 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4259 loss_class_dn_2: 0.06996 loss_bbox_dn_2: 0.155 loss_giou_dn_2: 0.3967 loss_class_dn_3: 0.06596 loss_bbox_dn_3: 0.1523 loss_giou_dn_3: 0.3876 loss_class_dn_4: 0.06198 loss_bbox_dn_4: 0.1511 loss_giou_dn_4: 0.3846 time: 1.1149 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 08:59:53 d2.utils.events]: eta: 2 days, 4:55:55 iter: 51199 total_loss: 9.535 loss_class: 0.2574 loss_bbox: 0.1126 loss_giou: 0.389 loss_class_0: 0.2957 loss_bbox_0: 0.1228 loss_giou_0: 0.4068 loss_class_1: 0.2707 loss_bbox_1: 0.1186 loss_giou_1: 0.3994 loss_class_2: 0.261 loss_bbox_2: 0.1149 loss_giou_2: 0.3926 loss_class_3: 0.2593 loss_bbox_3: 0.1148 loss_giou_3: 0.3909 loss_class_4: 0.2572 loss_bbox_4: 0.1127 loss_giou_4: 0.3894 loss_class_enc: 0.302 loss_bbox_enc: 0.1363 loss_giou_enc: 0.4397 loss_class_dn: 0.06003 loss_bbox_dn: 0.1559 loss_giou_dn: 0.386 loss_class_dn_0: 0.1129 loss_bbox_dn_0: 0.2388 loss_giou_dn_0: 0.5343 loss_class_dn_1: 0.08251 loss_bbox_dn_1: 0.18 loss_giou_dn_1: 0.4272 loss_class_dn_2: 0.07025 loss_bbox_dn_2: 0.1619 loss_giou_dn_2: 0.397 loss_class_dn_3: 0.06594 loss_bbox_dn_3: 0.1575 loss_giou_dn_3: 0.3885 loss_class_dn_4: 0.06124 loss_bbox_dn_4: 0.156 loss_giou_dn_4: 0.3859 time: 1.1148 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 09:00:49 d2.utils.events]: eta: 2 days, 4:53:48 iter: 51249 total_loss: 9.911 loss_class: 0.2658 loss_bbox: 0.1113 loss_giou: 0.3985 loss_class_0: 0.3003 loss_bbox_0: 0.1226 loss_giou_0: 0.4171 loss_class_1: 0.2807 loss_bbox_1: 0.1186 loss_giou_1: 0.412 loss_class_2: 0.271 loss_bbox_2: 0.1139 loss_giou_2: 0.4034 loss_class_3: 0.2696 loss_bbox_3: 0.1132 loss_giou_3: 0.3995 loss_class_4: 0.2661 loss_bbox_4: 0.1123 loss_giou_4: 0.3989 loss_class_enc: 0.3094 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4473 loss_class_dn: 0.06403 loss_bbox_dn: 0.159 loss_giou_dn: 0.3916 loss_class_dn_0: 0.1177 loss_bbox_dn_0: 0.2345 loss_giou_dn_0: 0.5402 loss_class_dn_1: 0.08673 loss_bbox_dn_1: 0.1805 loss_giou_dn_1: 0.437 loss_class_dn_2: 0.07235 loss_bbox_dn_2: 0.1641 loss_giou_dn_2: 0.4054 loss_class_dn_3: 0.06769 loss_bbox_dn_3: 0.16 loss_giou_dn_3: 0.3945 loss_class_dn_4: 0.06436 loss_bbox_dn_4: 0.1591 loss_giou_dn_4: 0.3916 time: 1.1148 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 09:01:45 d2.utils.events]: eta: 2 days, 4:52:31 iter: 51299 total_loss: 9.656 loss_class: 0.2634 loss_bbox: 0.1163 loss_giou: 0.3791 loss_class_0: 0.2961 loss_bbox_0: 0.1269 loss_giou_0: 0.4017 loss_class_1: 0.2761 loss_bbox_1: 0.1218 loss_giou_1: 0.3932 loss_class_2: 0.268 loss_bbox_2: 0.1198 loss_giou_2: 0.3864 loss_class_3: 0.267 loss_bbox_3: 0.1177 loss_giou_3: 0.3825 loss_class_4: 0.2644 loss_bbox_4: 0.117 loss_giou_4: 0.3797 loss_class_enc: 0.3053 loss_bbox_enc: 0.1419 loss_giou_enc: 0.4316 loss_class_dn: 0.06218 loss_bbox_dn: 0.1555 loss_giou_dn: 0.3878 loss_class_dn_0: 0.1135 loss_bbox_dn_0: 0.2394 loss_giou_dn_0: 0.5321 loss_class_dn_1: 0.08425 loss_bbox_dn_1: 0.1801 loss_giou_dn_1: 0.4274 loss_class_dn_2: 0.07086 loss_bbox_dn_2: 0.1614 loss_giou_dn_2: 0.4007 loss_class_dn_3: 0.06741 loss_bbox_dn_3: 0.1567 loss_giou_dn_3: 0.3901 loss_class_dn_4: 0.06304 loss_bbox_dn_4: 0.1555 loss_giou_dn_4: 0.3879 time: 1.1148 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 09:02:41 d2.utils.events]: eta: 2 days, 4:51:57 iter: 51349 total_loss: 9.563 loss_class: 0.2578 loss_bbox: 0.1159 loss_giou: 0.393 loss_class_0: 0.2959 loss_bbox_0: 0.1248 loss_giou_0: 0.4135 loss_class_1: 0.2745 loss_bbox_1: 0.1198 loss_giou_1: 0.4044 loss_class_2: 0.2628 loss_bbox_2: 0.1174 loss_giou_2: 0.3983 loss_class_3: 0.2626 loss_bbox_3: 0.1166 loss_giou_3: 0.3949 loss_class_4: 0.2593 loss_bbox_4: 0.1155 loss_giou_4: 0.3932 loss_class_enc: 0.3023 loss_bbox_enc: 0.1441 loss_giou_enc: 0.4505 loss_class_dn: 0.05799 loss_bbox_dn: 0.1565 loss_giou_dn: 0.3904 loss_class_dn_0: 0.1083 loss_bbox_dn_0: 0.235 loss_giou_dn_0: 0.5358 loss_class_dn_1: 0.07898 loss_bbox_dn_1: 0.1815 loss_giou_dn_1: 0.4302 loss_class_dn_2: 0.06573 loss_bbox_dn_2: 0.1617 loss_giou_dn_2: 0.4003 loss_class_dn_3: 0.06211 loss_bbox_dn_3: 0.157 loss_giou_dn_3: 0.3921 loss_class_dn_4: 0.05846 loss_bbox_dn_4: 0.1565 loss_giou_dn_4: 0.3904 time: 1.1148 data_time: 0.0973 lr: 0.0001 max_mem: 43217M [05/20 09:03:37 d2.utils.events]: eta: 2 days, 4:52:44 iter: 51399 total_loss: 9.618 loss_class: 0.2578 loss_bbox: 0.1158 loss_giou: 0.3904 loss_class_0: 0.2929 loss_bbox_0: 0.1297 loss_giou_0: 0.4162 loss_class_1: 0.2723 loss_bbox_1: 0.1242 loss_giou_1: 0.4056 loss_class_2: 0.2635 loss_bbox_2: 0.1173 loss_giou_2: 0.3988 loss_class_3: 0.2614 loss_bbox_3: 0.1164 loss_giou_3: 0.3936 loss_class_4: 0.2589 loss_bbox_4: 0.1153 loss_giou_4: 0.3917 loss_class_enc: 0.2996 loss_bbox_enc: 0.1417 loss_giou_enc: 0.4439 loss_class_dn: 0.05832 loss_bbox_dn: 0.1564 loss_giou_dn: 0.3863 loss_class_dn_0: 0.1115 loss_bbox_dn_0: 0.2375 loss_giou_dn_0: 0.5428 loss_class_dn_1: 0.08086 loss_bbox_dn_1: 0.1836 loss_giou_dn_1: 0.4291 loss_class_dn_2: 0.06771 loss_bbox_dn_2: 0.1659 loss_giou_dn_2: 0.3985 loss_class_dn_3: 0.06418 loss_bbox_dn_3: 0.1591 loss_giou_dn_3: 0.3887 loss_class_dn_4: 0.05936 loss_bbox_dn_4: 0.1564 loss_giou_dn_4: 0.3862 time: 1.1148 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/20 09:04:33 d2.utils.events]: eta: 2 days, 4:52:16 iter: 51449 total_loss: 9.577 loss_class: 0.2573 loss_bbox: 0.1151 loss_giou: 0.3797 loss_class_0: 0.2943 loss_bbox_0: 0.1271 loss_giou_0: 0.4015 loss_class_1: 0.2725 loss_bbox_1: 0.1215 loss_giou_1: 0.393 loss_class_2: 0.2649 loss_bbox_2: 0.118 loss_giou_2: 0.3868 loss_class_3: 0.2612 loss_bbox_3: 0.1155 loss_giou_3: 0.3818 loss_class_4: 0.259 loss_bbox_4: 0.1154 loss_giou_4: 0.3793 loss_class_enc: 0.3006 loss_bbox_enc: 0.1401 loss_giou_enc: 0.4314 loss_class_dn: 0.05834 loss_bbox_dn: 0.1622 loss_giou_dn: 0.3845 loss_class_dn_0: 0.1092 loss_bbox_dn_0: 0.2395 loss_giou_dn_0: 0.5357 loss_class_dn_1: 0.08037 loss_bbox_dn_1: 0.1825 loss_giou_dn_1: 0.427 loss_class_dn_2: 0.06739 loss_bbox_dn_2: 0.167 loss_giou_dn_2: 0.3977 loss_class_dn_3: 0.06394 loss_bbox_dn_3: 0.1628 loss_giou_dn_3: 0.3873 loss_class_dn_4: 0.05977 loss_bbox_dn_4: 0.1622 loss_giou_dn_4: 0.3843 time: 1.1148 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 09:05:29 d2.utils.events]: eta: 2 days, 4:55:03 iter: 51499 total_loss: 9.463 loss_class: 0.2613 loss_bbox: 0.1117 loss_giou: 0.3866 loss_class_0: 0.2987 loss_bbox_0: 0.1242 loss_giou_0: 0.4068 loss_class_1: 0.2774 loss_bbox_1: 0.1193 loss_giou_1: 0.3998 loss_class_2: 0.2688 loss_bbox_2: 0.1159 loss_giou_2: 0.3926 loss_class_3: 0.265 loss_bbox_3: 0.1144 loss_giou_3: 0.3891 loss_class_4: 0.2616 loss_bbox_4: 0.112 loss_giou_4: 0.3866 loss_class_enc: 0.3036 loss_bbox_enc: 0.1379 loss_giou_enc: 0.4361 loss_class_dn: 0.05862 loss_bbox_dn: 0.1563 loss_giou_dn: 0.3877 loss_class_dn_0: 0.1093 loss_bbox_dn_0: 0.233 loss_giou_dn_0: 0.5366 loss_class_dn_1: 0.08009 loss_bbox_dn_1: 0.1826 loss_giou_dn_1: 0.4307 loss_class_dn_2: 0.06788 loss_bbox_dn_2: 0.1624 loss_giou_dn_2: 0.3998 loss_class_dn_3: 0.06386 loss_bbox_dn_3: 0.1573 loss_giou_dn_3: 0.3901 loss_class_dn_4: 0.0604 loss_bbox_dn_4: 0.1563 loss_giou_dn_4: 0.3877 time: 1.1148 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 09:06:26 d2.utils.events]: eta: 2 days, 4:57:15 iter: 51549 total_loss: 9.753 loss_class: 0.2628 loss_bbox: 0.1152 loss_giou: 0.3908 loss_class_0: 0.3046 loss_bbox_0: 0.1257 loss_giou_0: 0.4125 loss_class_1: 0.2808 loss_bbox_1: 0.1191 loss_giou_1: 0.3997 loss_class_2: 0.2701 loss_bbox_2: 0.1174 loss_giou_2: 0.3977 loss_class_3: 0.2683 loss_bbox_3: 0.1157 loss_giou_3: 0.3926 loss_class_4: 0.2633 loss_bbox_4: 0.1156 loss_giou_4: 0.3913 loss_class_enc: 0.3058 loss_bbox_enc: 0.1389 loss_giou_enc: 0.4457 loss_class_dn: 0.06102 loss_bbox_dn: 0.1559 loss_giou_dn: 0.3925 loss_class_dn_0: 0.1109 loss_bbox_dn_0: 0.2356 loss_giou_dn_0: 0.5456 loss_class_dn_1: 0.08352 loss_bbox_dn_1: 0.1763 loss_giou_dn_1: 0.4355 loss_class_dn_2: 0.07056 loss_bbox_dn_2: 0.161 loss_giou_dn_2: 0.4037 loss_class_dn_3: 0.06586 loss_bbox_dn_3: 0.157 loss_giou_dn_3: 0.3958 loss_class_dn_4: 0.06237 loss_bbox_dn_4: 0.1559 loss_giou_dn_4: 0.3925 time: 1.1148 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 09:07:21 d2.utils.events]: eta: 2 days, 4:56:42 iter: 51599 total_loss: 9.52 loss_class: 0.2544 loss_bbox: 0.114 loss_giou: 0.3868 loss_class_0: 0.29 loss_bbox_0: 0.1226 loss_giou_0: 0.4095 loss_class_1: 0.2696 loss_bbox_1: 0.1181 loss_giou_1: 0.3993 loss_class_2: 0.2587 loss_bbox_2: 0.1158 loss_giou_2: 0.3912 loss_class_3: 0.2569 loss_bbox_3: 0.1147 loss_giou_3: 0.387 loss_class_4: 0.2546 loss_bbox_4: 0.1144 loss_giou_4: 0.3856 loss_class_enc: 0.298 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4385 loss_class_dn: 0.05562 loss_bbox_dn: 0.1533 loss_giou_dn: 0.3903 loss_class_dn_0: 0.1067 loss_bbox_dn_0: 0.2321 loss_giou_dn_0: 0.5352 loss_class_dn_1: 0.0753 loss_bbox_dn_1: 0.1728 loss_giou_dn_1: 0.4285 loss_class_dn_2: 0.06328 loss_bbox_dn_2: 0.1594 loss_giou_dn_2: 0.4011 loss_class_dn_3: 0.05935 loss_bbox_dn_3: 0.1546 loss_giou_dn_3: 0.3925 loss_class_dn_4: 0.05587 loss_bbox_dn_4: 0.1532 loss_giou_dn_4: 0.3902 time: 1.1148 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 09:08:17 d2.utils.events]: eta: 2 days, 4:55:04 iter: 51649 total_loss: 9.559 loss_class: 0.2592 loss_bbox: 0.1095 loss_giou: 0.3899 loss_class_0: 0.2918 loss_bbox_0: 0.1232 loss_giou_0: 0.4115 loss_class_1: 0.272 loss_bbox_1: 0.1188 loss_giou_1: 0.3994 loss_class_2: 0.265 loss_bbox_2: 0.1161 loss_giou_2: 0.3967 loss_class_3: 0.265 loss_bbox_3: 0.1121 loss_giou_3: 0.3901 loss_class_4: 0.2622 loss_bbox_4: 0.1097 loss_giou_4: 0.3893 loss_class_enc: 0.2968 loss_bbox_enc: 0.1386 loss_giou_enc: 0.4447 loss_class_dn: 0.05951 loss_bbox_dn: 0.1505 loss_giou_dn: 0.3927 loss_class_dn_0: 0.1073 loss_bbox_dn_0: 0.2285 loss_giou_dn_0: 0.5384 loss_class_dn_1: 0.0773 loss_bbox_dn_1: 0.1765 loss_giou_dn_1: 0.4334 loss_class_dn_2: 0.06727 loss_bbox_dn_2: 0.1566 loss_giou_dn_2: 0.4038 loss_class_dn_3: 0.06352 loss_bbox_dn_3: 0.1525 loss_giou_dn_3: 0.3945 loss_class_dn_4: 0.06039 loss_bbox_dn_4: 0.1505 loss_giou_dn_4: 0.3925 time: 1.1148 data_time: 0.0929 lr: 0.0001 max_mem: 43217M [05/20 09:09:12 d2.utils.events]: eta: 2 days, 4:48:25 iter: 51699 total_loss: 9.584 loss_class: 0.2597 loss_bbox: 0.1132 loss_giou: 0.387 loss_class_0: 0.2983 loss_bbox_0: 0.1228 loss_giou_0: 0.4063 loss_class_1: 0.2775 loss_bbox_1: 0.1191 loss_giou_1: 0.3995 loss_class_2: 0.2671 loss_bbox_2: 0.1157 loss_giou_2: 0.3935 loss_class_3: 0.2635 loss_bbox_3: 0.1144 loss_giou_3: 0.3906 loss_class_4: 0.2618 loss_bbox_4: 0.1129 loss_giou_4: 0.3869 loss_class_enc: 0.3056 loss_bbox_enc: 0.1355 loss_giou_enc: 0.4389 loss_class_dn: 0.05829 loss_bbox_dn: 0.1569 loss_giou_dn: 0.386 loss_class_dn_0: 0.1091 loss_bbox_dn_0: 0.2347 loss_giou_dn_0: 0.5313 loss_class_dn_1: 0.08031 loss_bbox_dn_1: 0.1785 loss_giou_dn_1: 0.43 loss_class_dn_2: 0.06767 loss_bbox_dn_2: 0.1622 loss_giou_dn_2: 0.398 loss_class_dn_3: 0.0637 loss_bbox_dn_3: 0.1583 loss_giou_dn_3: 0.3881 loss_class_dn_4: 0.05908 loss_bbox_dn_4: 0.157 loss_giou_dn_4: 0.3857 time: 1.1148 data_time: 0.0945 lr: 0.0001 max_mem: 43217M [05/20 09:10:08 d2.utils.events]: eta: 2 days, 4:51:29 iter: 51749 total_loss: 9.605 loss_class: 0.2553 loss_bbox: 0.1129 loss_giou: 0.3801 loss_class_0: 0.2926 loss_bbox_0: 0.1243 loss_giou_0: 0.4003 loss_class_1: 0.2682 loss_bbox_1: 0.1207 loss_giou_1: 0.3924 loss_class_2: 0.2595 loss_bbox_2: 0.1179 loss_giou_2: 0.3857 loss_class_3: 0.2606 loss_bbox_3: 0.1145 loss_giou_3: 0.382 loss_class_4: 0.2565 loss_bbox_4: 0.1136 loss_giou_4: 0.3788 loss_class_enc: 0.3011 loss_bbox_enc: 0.1393 loss_giou_enc: 0.4341 loss_class_dn: 0.06127 loss_bbox_dn: 0.157 loss_giou_dn: 0.3838 loss_class_dn_0: 0.1087 loss_bbox_dn_0: 0.2409 loss_giou_dn_0: 0.5355 loss_class_dn_1: 0.07936 loss_bbox_dn_1: 0.1802 loss_giou_dn_1: 0.4259 loss_class_dn_2: 0.06861 loss_bbox_dn_2: 0.1647 loss_giou_dn_2: 0.3954 loss_class_dn_3: 0.06539 loss_bbox_dn_3: 0.1584 loss_giou_dn_3: 0.3858 loss_class_dn_4: 0.06197 loss_bbox_dn_4: 0.1571 loss_giou_dn_4: 0.3838 time: 1.1148 data_time: 0.0917 lr: 0.0001 max_mem: 43217M [05/20 09:11:05 d2.utils.events]: eta: 2 days, 4:52:40 iter: 51799 total_loss: 9.563 loss_class: 0.2595 loss_bbox: 0.115 loss_giou: 0.3868 loss_class_0: 0.2938 loss_bbox_0: 0.1252 loss_giou_0: 0.4103 loss_class_1: 0.2754 loss_bbox_1: 0.1209 loss_giou_1: 0.3991 loss_class_2: 0.265 loss_bbox_2: 0.119 loss_giou_2: 0.3926 loss_class_3: 0.2625 loss_bbox_3: 0.1155 loss_giou_3: 0.3899 loss_class_4: 0.2602 loss_bbox_4: 0.115 loss_giou_4: 0.3868 loss_class_enc: 0.3026 loss_bbox_enc: 0.1406 loss_giou_enc: 0.4394 loss_class_dn: 0.06174 loss_bbox_dn: 0.1656 loss_giou_dn: 0.3948 loss_class_dn_0: 0.1114 loss_bbox_dn_0: 0.244 loss_giou_dn_0: 0.5288 loss_class_dn_1: 0.08208 loss_bbox_dn_1: 0.1873 loss_giou_dn_1: 0.4309 loss_class_dn_2: 0.07158 loss_bbox_dn_2: 0.1713 loss_giou_dn_2: 0.4045 loss_class_dn_3: 0.06744 loss_bbox_dn_3: 0.1669 loss_giou_dn_3: 0.3965 loss_class_dn_4: 0.06273 loss_bbox_dn_4: 0.1655 loss_giou_dn_4: 0.3947 time: 1.1148 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 09:12:01 d2.utils.events]: eta: 2 days, 4:51:24 iter: 51849 total_loss: 9.594 loss_class: 0.2594 loss_bbox: 0.1111 loss_giou: 0.3784 loss_class_0: 0.2942 loss_bbox_0: 0.1242 loss_giou_0: 0.4069 loss_class_1: 0.2729 loss_bbox_1: 0.1184 loss_giou_1: 0.393 loss_class_2: 0.2638 loss_bbox_2: 0.1155 loss_giou_2: 0.3865 loss_class_3: 0.262 loss_bbox_3: 0.112 loss_giou_3: 0.3807 loss_class_4: 0.2607 loss_bbox_4: 0.1113 loss_giou_4: 0.3786 loss_class_enc: 0.2998 loss_bbox_enc: 0.142 loss_giou_enc: 0.4386 loss_class_dn: 0.05812 loss_bbox_dn: 0.1619 loss_giou_dn: 0.3937 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2437 loss_giou_dn_0: 0.5409 loss_class_dn_1: 0.07769 loss_bbox_dn_1: 0.1897 loss_giou_dn_1: 0.4373 loss_class_dn_2: 0.06643 loss_bbox_dn_2: 0.1698 loss_giou_dn_2: 0.4068 loss_class_dn_3: 0.06299 loss_bbox_dn_3: 0.1633 loss_giou_dn_3: 0.3969 loss_class_dn_4: 0.05931 loss_bbox_dn_4: 0.162 loss_giou_dn_4: 0.3935 time: 1.1148 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 09:12:57 d2.utils.events]: eta: 2 days, 4:51:34 iter: 51899 total_loss: 9.67 loss_class: 0.2636 loss_bbox: 0.1129 loss_giou: 0.3975 loss_class_0: 0.3 loss_bbox_0: 0.1253 loss_giou_0: 0.4194 loss_class_1: 0.2779 loss_bbox_1: 0.1202 loss_giou_1: 0.4069 loss_class_2: 0.2684 loss_bbox_2: 0.1153 loss_giou_2: 0.4035 loss_class_3: 0.2675 loss_bbox_3: 0.1138 loss_giou_3: 0.3965 loss_class_4: 0.2646 loss_bbox_4: 0.1132 loss_giou_4: 0.3971 loss_class_enc: 0.3043 loss_bbox_enc: 0.1393 loss_giou_enc: 0.4528 loss_class_dn: 0.06105 loss_bbox_dn: 0.1587 loss_giou_dn: 0.3969 loss_class_dn_0: 0.1121 loss_bbox_dn_0: 0.2343 loss_giou_dn_0: 0.5435 loss_class_dn_1: 0.08239 loss_bbox_dn_1: 0.1788 loss_giou_dn_1: 0.4401 loss_class_dn_2: 0.07099 loss_bbox_dn_2: 0.1631 loss_giou_dn_2: 0.4105 loss_class_dn_3: 0.06625 loss_bbox_dn_3: 0.1599 loss_giou_dn_3: 0.3993 loss_class_dn_4: 0.06168 loss_bbox_dn_4: 0.1588 loss_giou_dn_4: 0.3968 time: 1.1148 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 09:13:53 d2.utils.events]: eta: 2 days, 4:49:55 iter: 51949 total_loss: 9.585 loss_class: 0.2644 loss_bbox: 0.1137 loss_giou: 0.3865 loss_class_0: 0.3012 loss_bbox_0: 0.1247 loss_giou_0: 0.4071 loss_class_1: 0.2802 loss_bbox_1: 0.1195 loss_giou_1: 0.3979 loss_class_2: 0.2721 loss_bbox_2: 0.1144 loss_giou_2: 0.392 loss_class_3: 0.2694 loss_bbox_3: 0.1143 loss_giou_3: 0.3888 loss_class_4: 0.2653 loss_bbox_4: 0.1141 loss_giou_4: 0.3873 loss_class_enc: 0.3041 loss_bbox_enc: 0.1369 loss_giou_enc: 0.4332 loss_class_dn: 0.06097 loss_bbox_dn: 0.1559 loss_giou_dn: 0.3947 loss_class_dn_0: 0.1101 loss_bbox_dn_0: 0.2375 loss_giou_dn_0: 0.5359 loss_class_dn_1: 0.08158 loss_bbox_dn_1: 0.1781 loss_giou_dn_1: 0.4341 loss_class_dn_2: 0.06905 loss_bbox_dn_2: 0.161 loss_giou_dn_2: 0.405 loss_class_dn_3: 0.06521 loss_bbox_dn_3: 0.1576 loss_giou_dn_3: 0.3968 loss_class_dn_4: 0.06227 loss_bbox_dn_4: 0.1561 loss_giou_dn_4: 0.3947 time: 1.1148 data_time: 0.0938 lr: 0.0001 max_mem: 43217M [05/20 09:14:49 d2.utils.events]: eta: 2 days, 4:51:01 iter: 51999 total_loss: 9.41 loss_class: 0.2532 loss_bbox: 0.1102 loss_giou: 0.3762 loss_class_0: 0.2879 loss_bbox_0: 0.1207 loss_giou_0: 0.3955 loss_class_1: 0.269 loss_bbox_1: 0.1144 loss_giou_1: 0.3856 loss_class_2: 0.2594 loss_bbox_2: 0.112 loss_giou_2: 0.3812 loss_class_3: 0.2535 loss_bbox_3: 0.1118 loss_giou_3: 0.3769 loss_class_4: 0.2545 loss_bbox_4: 0.1108 loss_giou_4: 0.3762 loss_class_enc: 0.2954 loss_bbox_enc: 0.134 loss_giou_enc: 0.4276 loss_class_dn: 0.06052 loss_bbox_dn: 0.149 loss_giou_dn: 0.3821 loss_class_dn_0: 0.1095 loss_bbox_dn_0: 0.2323 loss_giou_dn_0: 0.5242 loss_class_dn_1: 0.07936 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4249 loss_class_dn_2: 0.06796 loss_bbox_dn_2: 0.1544 loss_giou_dn_2: 0.393 loss_class_dn_3: 0.06459 loss_bbox_dn_3: 0.1502 loss_giou_dn_3: 0.3847 loss_class_dn_4: 0.06192 loss_bbox_dn_4: 0.1491 loss_giou_dn_4: 0.3821 time: 1.1148 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 09:15:45 d2.utils.events]: eta: 2 days, 4:48:06 iter: 52049 total_loss: 9.607 loss_class: 0.2539 loss_bbox: 0.1153 loss_giou: 0.3937 loss_class_0: 0.2891 loss_bbox_0: 0.1277 loss_giou_0: 0.4179 loss_class_1: 0.2692 loss_bbox_1: 0.1236 loss_giou_1: 0.406 loss_class_2: 0.2606 loss_bbox_2: 0.1186 loss_giou_2: 0.3969 loss_class_3: 0.2578 loss_bbox_3: 0.116 loss_giou_3: 0.3948 loss_class_4: 0.2551 loss_bbox_4: 0.1159 loss_giou_4: 0.3943 loss_class_enc: 0.2973 loss_bbox_enc: 0.1419 loss_giou_enc: 0.4484 loss_class_dn: 0.05829 loss_bbox_dn: 0.1543 loss_giou_dn: 0.3884 loss_class_dn_0: 0.1073 loss_bbox_dn_0: 0.2383 loss_giou_dn_0: 0.5391 loss_class_dn_1: 0.07771 loss_bbox_dn_1: 0.179 loss_giou_dn_1: 0.4341 loss_class_dn_2: 0.06554 loss_bbox_dn_2: 0.1605 loss_giou_dn_2: 0.4032 loss_class_dn_3: 0.06217 loss_bbox_dn_3: 0.1551 loss_giou_dn_3: 0.391 loss_class_dn_4: 0.05942 loss_bbox_dn_4: 0.1543 loss_giou_dn_4: 0.3882 time: 1.1148 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 09:16:40 d2.utils.events]: eta: 2 days, 4:48:41 iter: 52099 total_loss: 9.669 loss_class: 0.2616 loss_bbox: 0.1147 loss_giou: 0.3846 loss_class_0: 0.297 loss_bbox_0: 0.1257 loss_giou_0: 0.4063 loss_class_1: 0.2768 loss_bbox_1: 0.1209 loss_giou_1: 0.3979 loss_class_2: 0.2664 loss_bbox_2: 0.1169 loss_giou_2: 0.3929 loss_class_3: 0.2652 loss_bbox_3: 0.1153 loss_giou_3: 0.3874 loss_class_4: 0.2627 loss_bbox_4: 0.1138 loss_giou_4: 0.3842 loss_class_enc: 0.3042 loss_bbox_enc: 0.1427 loss_giou_enc: 0.4353 loss_class_dn: 0.0576 loss_bbox_dn: 0.1571 loss_giou_dn: 0.3891 loss_class_dn_0: 0.108 loss_bbox_dn_0: 0.2428 loss_giou_dn_0: 0.5349 loss_class_dn_1: 0.07809 loss_bbox_dn_1: 0.1833 loss_giou_dn_1: 0.4302 loss_class_dn_2: 0.06702 loss_bbox_dn_2: 0.1644 loss_giou_dn_2: 0.4004 loss_class_dn_3: 0.0628 loss_bbox_dn_3: 0.1593 loss_giou_dn_3: 0.3917 loss_class_dn_4: 0.05925 loss_bbox_dn_4: 0.1572 loss_giou_dn_4: 0.3891 time: 1.1148 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 09:17:37 d2.utils.events]: eta: 2 days, 4:49:30 iter: 52149 total_loss: 9.531 loss_class: 0.2517 loss_bbox: 0.1148 loss_giou: 0.3907 loss_class_0: 0.2868 loss_bbox_0: 0.1265 loss_giou_0: 0.4105 loss_class_1: 0.2674 loss_bbox_1: 0.1211 loss_giou_1: 0.4042 loss_class_2: 0.2581 loss_bbox_2: 0.118 loss_giou_2: 0.3956 loss_class_3: 0.256 loss_bbox_3: 0.1149 loss_giou_3: 0.3932 loss_class_4: 0.2531 loss_bbox_4: 0.1147 loss_giou_4: 0.3897 loss_class_enc: 0.2964 loss_bbox_enc: 0.141 loss_giou_enc: 0.4431 loss_class_dn: 0.05844 loss_bbox_dn: 0.1546 loss_giou_dn: 0.3876 loss_class_dn_0: 0.1078 loss_bbox_dn_0: 0.237 loss_giou_dn_0: 0.5348 loss_class_dn_1: 0.08081 loss_bbox_dn_1: 0.178 loss_giou_dn_1: 0.4307 loss_class_dn_2: 0.06695 loss_bbox_dn_2: 0.1595 loss_giou_dn_2: 0.4002 loss_class_dn_3: 0.06328 loss_bbox_dn_3: 0.1557 loss_giou_dn_3: 0.3896 loss_class_dn_4: 0.05964 loss_bbox_dn_4: 0.1547 loss_giou_dn_4: 0.3876 time: 1.1148 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 09:18:32 d2.utils.events]: eta: 2 days, 4:50:26 iter: 52199 total_loss: 9.512 loss_class: 0.2488 loss_bbox: 0.1163 loss_giou: 0.3803 loss_class_0: 0.2886 loss_bbox_0: 0.1252 loss_giou_0: 0.4006 loss_class_1: 0.2643 loss_bbox_1: 0.122 loss_giou_1: 0.3939 loss_class_2: 0.2564 loss_bbox_2: 0.1184 loss_giou_2: 0.3876 loss_class_3: 0.255 loss_bbox_3: 0.117 loss_giou_3: 0.3824 loss_class_4: 0.2509 loss_bbox_4: 0.116 loss_giou_4: 0.3811 loss_class_enc: 0.2955 loss_bbox_enc: 0.1384 loss_giou_enc: 0.432 loss_class_dn: 0.0565 loss_bbox_dn: 0.1603 loss_giou_dn: 0.381 loss_class_dn_0: 0.108 loss_bbox_dn_0: 0.2447 loss_giou_dn_0: 0.5281 loss_class_dn_1: 0.07913 loss_bbox_dn_1: 0.1847 loss_giou_dn_1: 0.4249 loss_class_dn_2: 0.06606 loss_bbox_dn_2: 0.1666 loss_giou_dn_2: 0.3934 loss_class_dn_3: 0.06172 loss_bbox_dn_3: 0.1614 loss_giou_dn_3: 0.3831 loss_class_dn_4: 0.05811 loss_bbox_dn_4: 0.1602 loss_giou_dn_4: 0.3809 time: 1.1148 data_time: 0.1080 lr: 0.0001 max_mem: 43217M [05/20 09:19:28 d2.utils.events]: eta: 2 days, 4:52:04 iter: 52249 total_loss: 9.697 loss_class: 0.2621 loss_bbox: 0.1149 loss_giou: 0.3879 loss_class_0: 0.2996 loss_bbox_0: 0.1262 loss_giou_0: 0.4106 loss_class_1: 0.2776 loss_bbox_1: 0.1214 loss_giou_1: 0.3999 loss_class_2: 0.2689 loss_bbox_2: 0.1186 loss_giou_2: 0.3938 loss_class_3: 0.2664 loss_bbox_3: 0.1176 loss_giou_3: 0.3894 loss_class_4: 0.263 loss_bbox_4: 0.1163 loss_giou_4: 0.3887 loss_class_enc: 0.3084 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4376 loss_class_dn: 0.06156 loss_bbox_dn: 0.1556 loss_giou_dn: 0.3802 loss_class_dn_0: 0.1129 loss_bbox_dn_0: 0.2373 loss_giou_dn_0: 0.538 loss_class_dn_1: 0.08213 loss_bbox_dn_1: 0.1797 loss_giou_dn_1: 0.4256 loss_class_dn_2: 0.06875 loss_bbox_dn_2: 0.1609 loss_giou_dn_2: 0.3933 loss_class_dn_3: 0.0657 loss_bbox_dn_3: 0.1563 loss_giou_dn_3: 0.3826 loss_class_dn_4: 0.06262 loss_bbox_dn_4: 0.1557 loss_giou_dn_4: 0.38 time: 1.1148 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 09:20:24 d2.utils.events]: eta: 2 days, 4:48:47 iter: 52299 total_loss: 9.823 loss_class: 0.2613 loss_bbox: 0.1146 loss_giou: 0.3922 loss_class_0: 0.298 loss_bbox_0: 0.1266 loss_giou_0: 0.4096 loss_class_1: 0.2752 loss_bbox_1: 0.1207 loss_giou_1: 0.4022 loss_class_2: 0.2656 loss_bbox_2: 0.1173 loss_giou_2: 0.3969 loss_class_3: 0.266 loss_bbox_3: 0.1148 loss_giou_3: 0.3932 loss_class_4: 0.2606 loss_bbox_4: 0.1146 loss_giou_4: 0.3924 loss_class_enc: 0.3034 loss_bbox_enc: 0.1397 loss_giou_enc: 0.4364 loss_class_dn: 0.05779 loss_bbox_dn: 0.1578 loss_giou_dn: 0.389 loss_class_dn_0: 0.1066 loss_bbox_dn_0: 0.2404 loss_giou_dn_0: 0.538 loss_class_dn_1: 0.07905 loss_bbox_dn_1: 0.1847 loss_giou_dn_1: 0.4337 loss_class_dn_2: 0.06609 loss_bbox_dn_2: 0.1634 loss_giou_dn_2: 0.4025 loss_class_dn_3: 0.06231 loss_bbox_dn_3: 0.1591 loss_giou_dn_3: 0.3915 loss_class_dn_4: 0.05914 loss_bbox_dn_4: 0.1578 loss_giou_dn_4: 0.3889 time: 1.1148 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 09:21:20 d2.utils.events]: eta: 2 days, 4:49:01 iter: 52349 total_loss: 9.609 loss_class: 0.2529 loss_bbox: 0.1156 loss_giou: 0.3846 loss_class_0: 0.2917 loss_bbox_0: 0.1248 loss_giou_0: 0.4013 loss_class_1: 0.2677 loss_bbox_1: 0.1211 loss_giou_1: 0.3943 loss_class_2: 0.2594 loss_bbox_2: 0.119 loss_giou_2: 0.3896 loss_class_3: 0.2559 loss_bbox_3: 0.1164 loss_giou_3: 0.3873 loss_class_4: 0.2546 loss_bbox_4: 0.1152 loss_giou_4: 0.3867 loss_class_enc: 0.3004 loss_bbox_enc: 0.139 loss_giou_enc: 0.4297 loss_class_dn: 0.05761 loss_bbox_dn: 0.1571 loss_giou_dn: 0.3813 loss_class_dn_0: 0.1097 loss_bbox_dn_0: 0.2405 loss_giou_dn_0: 0.5293 loss_class_dn_1: 0.07848 loss_bbox_dn_1: 0.1796 loss_giou_dn_1: 0.4247 loss_class_dn_2: 0.06577 loss_bbox_dn_2: 0.1635 loss_giou_dn_2: 0.394 loss_class_dn_3: 0.06259 loss_bbox_dn_3: 0.1578 loss_giou_dn_3: 0.3844 loss_class_dn_4: 0.05859 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.3814 time: 1.1148 data_time: 0.1027 lr: 0.0001 max_mem: 43217M [05/20 09:22:16 d2.utils.events]: eta: 2 days, 4:47:23 iter: 52399 total_loss: 9.618 loss_class: 0.2575 loss_bbox: 0.1095 loss_giou: 0.397 loss_class_0: 0.2989 loss_bbox_0: 0.1212 loss_giou_0: 0.4201 loss_class_1: 0.2747 loss_bbox_1: 0.1177 loss_giou_1: 0.4115 loss_class_2: 0.2659 loss_bbox_2: 0.1134 loss_giou_2: 0.4021 loss_class_3: 0.2614 loss_bbox_3: 0.1119 loss_giou_3: 0.3981 loss_class_4: 0.258 loss_bbox_4: 0.1094 loss_giou_4: 0.3971 loss_class_enc: 0.3031 loss_bbox_enc: 0.1334 loss_giou_enc: 0.4476 loss_class_dn: 0.05989 loss_bbox_dn: 0.1493 loss_giou_dn: 0.387 loss_class_dn_0: 0.1103 loss_bbox_dn_0: 0.2247 loss_giou_dn_0: 0.53 loss_class_dn_1: 0.08079 loss_bbox_dn_1: 0.1712 loss_giou_dn_1: 0.4288 loss_class_dn_2: 0.06852 loss_bbox_dn_2: 0.1551 loss_giou_dn_2: 0.3988 loss_class_dn_3: 0.06453 loss_bbox_dn_3: 0.1509 loss_giou_dn_3: 0.3899 loss_class_dn_4: 0.06175 loss_bbox_dn_4: 0.1495 loss_giou_dn_4: 0.387 time: 1.1148 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 09:23:12 d2.utils.events]: eta: 2 days, 4:46:28 iter: 52449 total_loss: 9.511 loss_class: 0.2572 loss_bbox: 0.116 loss_giou: 0.3833 loss_class_0: 0.2954 loss_bbox_0: 0.1276 loss_giou_0: 0.4047 loss_class_1: 0.2717 loss_bbox_1: 0.1235 loss_giou_1: 0.3972 loss_class_2: 0.2648 loss_bbox_2: 0.1186 loss_giou_2: 0.3888 loss_class_3: 0.2617 loss_bbox_3: 0.1174 loss_giou_3: 0.386 loss_class_4: 0.2596 loss_bbox_4: 0.1162 loss_giou_4: 0.3836 loss_class_enc: 0.302 loss_bbox_enc: 0.1426 loss_giou_enc: 0.4334 loss_class_dn: 0.0574 loss_bbox_dn: 0.1615 loss_giou_dn: 0.3843 loss_class_dn_0: 0.1083 loss_bbox_dn_0: 0.2436 loss_giou_dn_0: 0.5392 loss_class_dn_1: 0.0786 loss_bbox_dn_1: 0.1864 loss_giou_dn_1: 0.4292 loss_class_dn_2: 0.06585 loss_bbox_dn_2: 0.1672 loss_giou_dn_2: 0.398 loss_class_dn_3: 0.06203 loss_bbox_dn_3: 0.1625 loss_giou_dn_3: 0.3869 loss_class_dn_4: 0.05926 loss_bbox_dn_4: 0.1616 loss_giou_dn_4: 0.3841 time: 1.1148 data_time: 0.0939 lr: 0.0001 max_mem: 43217M [05/20 09:24:08 d2.utils.events]: eta: 2 days, 4:45:07 iter: 52499 total_loss: 9.69 loss_class: 0.2621 loss_bbox: 0.1199 loss_giou: 0.3799 loss_class_0: 0.3008 loss_bbox_0: 0.132 loss_giou_0: 0.4005 loss_class_1: 0.2769 loss_bbox_1: 0.1292 loss_giou_1: 0.3968 loss_class_2: 0.2679 loss_bbox_2: 0.1242 loss_giou_2: 0.3875 loss_class_3: 0.2659 loss_bbox_3: 0.1216 loss_giou_3: 0.3809 loss_class_4: 0.263 loss_bbox_4: 0.1196 loss_giou_4: 0.3799 loss_class_enc: 0.3099 loss_bbox_enc: 0.1434 loss_giou_enc: 0.4286 loss_class_dn: 0.06255 loss_bbox_dn: 0.1649 loss_giou_dn: 0.3905 loss_class_dn_0: 0.114 loss_bbox_dn_0: 0.252 loss_giou_dn_0: 0.535 loss_class_dn_1: 0.08531 loss_bbox_dn_1: 0.1929 loss_giou_dn_1: 0.4299 loss_class_dn_2: 0.07231 loss_bbox_dn_2: 0.1707 loss_giou_dn_2: 0.4033 loss_class_dn_3: 0.06767 loss_bbox_dn_3: 0.1663 loss_giou_dn_3: 0.3934 loss_class_dn_4: 0.06396 loss_bbox_dn_4: 0.1649 loss_giou_dn_4: 0.3905 time: 1.1148 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 09:25:05 d2.utils.events]: eta: 2 days, 4:43:48 iter: 52549 total_loss: 9.699 loss_class: 0.2643 loss_bbox: 0.1097 loss_giou: 0.3916 loss_class_0: 0.2978 loss_bbox_0: 0.1229 loss_giou_0: 0.415 loss_class_1: 0.2805 loss_bbox_1: 0.1172 loss_giou_1: 0.4044 loss_class_2: 0.2702 loss_bbox_2: 0.1134 loss_giou_2: 0.3976 loss_class_3: 0.2691 loss_bbox_3: 0.111 loss_giou_3: 0.3952 loss_class_4: 0.2643 loss_bbox_4: 0.1103 loss_giou_4: 0.3929 loss_class_enc: 0.3091 loss_bbox_enc: 0.1335 loss_giou_enc: 0.4425 loss_class_dn: 0.0597 loss_bbox_dn: 0.144 loss_giou_dn: 0.3931 loss_class_dn_0: 0.1101 loss_bbox_dn_0: 0.2215 loss_giou_dn_0: 0.5365 loss_class_dn_1: 0.08027 loss_bbox_dn_1: 0.1648 loss_giou_dn_1: 0.4331 loss_class_dn_2: 0.06774 loss_bbox_dn_2: 0.1491 loss_giou_dn_2: 0.4059 loss_class_dn_3: 0.06317 loss_bbox_dn_3: 0.1449 loss_giou_dn_3: 0.3955 loss_class_dn_4: 0.06074 loss_bbox_dn_4: 0.1442 loss_giou_dn_4: 0.393 time: 1.1148 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 09:26:00 d2.utils.events]: eta: 2 days, 4:41:57 iter: 52599 total_loss: 9.534 loss_class: 0.2606 loss_bbox: 0.1169 loss_giou: 0.3808 loss_class_0: 0.2973 loss_bbox_0: 0.1263 loss_giou_0: 0.4035 loss_class_1: 0.2757 loss_bbox_1: 0.1201 loss_giou_1: 0.3929 loss_class_2: 0.2666 loss_bbox_2: 0.1183 loss_giou_2: 0.389 loss_class_3: 0.2631 loss_bbox_3: 0.1169 loss_giou_3: 0.3853 loss_class_4: 0.2617 loss_bbox_4: 0.1163 loss_giou_4: 0.3832 loss_class_enc: 0.3055 loss_bbox_enc: 0.1407 loss_giou_enc: 0.4332 loss_class_dn: 0.06071 loss_bbox_dn: 0.1587 loss_giou_dn: 0.3845 loss_class_dn_0: 0.1096 loss_bbox_dn_0: 0.2362 loss_giou_dn_0: 0.5351 loss_class_dn_1: 0.08165 loss_bbox_dn_1: 0.1806 loss_giou_dn_1: 0.4276 loss_class_dn_2: 0.06792 loss_bbox_dn_2: 0.1631 loss_giou_dn_2: 0.3974 loss_class_dn_3: 0.06481 loss_bbox_dn_3: 0.1594 loss_giou_dn_3: 0.3867 loss_class_dn_4: 0.06177 loss_bbox_dn_4: 0.1588 loss_giou_dn_4: 0.3844 time: 1.1148 data_time: 0.0933 lr: 0.0001 max_mem: 43217M [05/20 09:26:56 d2.utils.events]: eta: 2 days, 4:41:55 iter: 52649 total_loss: 9.702 loss_class: 0.2601 loss_bbox: 0.1155 loss_giou: 0.394 loss_class_0: 0.3008 loss_bbox_0: 0.1235 loss_giou_0: 0.4116 loss_class_1: 0.2766 loss_bbox_1: 0.1209 loss_giou_1: 0.4066 loss_class_2: 0.2639 loss_bbox_2: 0.1182 loss_giou_2: 0.3986 loss_class_3: 0.2632 loss_bbox_3: 0.1153 loss_giou_3: 0.3948 loss_class_4: 0.2605 loss_bbox_4: 0.1151 loss_giou_4: 0.394 loss_class_enc: 0.3065 loss_bbox_enc: 0.1385 loss_giou_enc: 0.4396 loss_class_dn: 0.06402 loss_bbox_dn: 0.1473 loss_giou_dn: 0.3893 loss_class_dn_0: 0.1118 loss_bbox_dn_0: 0.227 loss_giou_dn_0: 0.5407 loss_class_dn_1: 0.08396 loss_bbox_dn_1: 0.1706 loss_giou_dn_1: 0.4327 loss_class_dn_2: 0.07203 loss_bbox_dn_2: 0.1538 loss_giou_dn_2: 0.4024 loss_class_dn_3: 0.06758 loss_bbox_dn_3: 0.1484 loss_giou_dn_3: 0.3911 loss_class_dn_4: 0.06523 loss_bbox_dn_4: 0.1474 loss_giou_dn_4: 0.3892 time: 1.1148 data_time: 0.0930 lr: 0.0001 max_mem: 43217M [05/20 09:27:52 d2.utils.events]: eta: 2 days, 4:41:27 iter: 52699 total_loss: 9.531 loss_class: 0.2571 loss_bbox: 0.1152 loss_giou: 0.3806 loss_class_0: 0.2932 loss_bbox_0: 0.1264 loss_giou_0: 0.4021 loss_class_1: 0.274 loss_bbox_1: 0.1211 loss_giou_1: 0.3896 loss_class_2: 0.2624 loss_bbox_2: 0.117 loss_giou_2: 0.3862 loss_class_3: 0.2598 loss_bbox_3: 0.1159 loss_giou_3: 0.3815 loss_class_4: 0.2581 loss_bbox_4: 0.1151 loss_giou_4: 0.3815 loss_class_enc: 0.3048 loss_bbox_enc: 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loss_giou_enc: 0.4374 loss_class_dn: 0.06103 loss_bbox_dn: 0.1519 loss_giou_dn: 0.3881 loss_class_dn_0: 0.1109 loss_bbox_dn_0: 0.2341 loss_giou_dn_0: 0.5333 loss_class_dn_1: 0.08258 loss_bbox_dn_1: 0.1759 loss_giou_dn_1: 0.4312 loss_class_dn_2: 0.06983 loss_bbox_dn_2: 0.1585 loss_giou_dn_2: 0.4002 loss_class_dn_3: 0.06552 loss_bbox_dn_3: 0.153 loss_giou_dn_3: 0.39 loss_class_dn_4: 0.06275 loss_bbox_dn_4: 0.1519 loss_giou_dn_4: 0.388 time: 1.1148 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 09:29:43 d2.utils.events]: eta: 2 days, 4:39:47 iter: 52799 total_loss: 9.622 loss_class: 0.2603 loss_bbox: 0.116 loss_giou: 0.3882 loss_class_0: 0.2956 loss_bbox_0: 0.1286 loss_giou_0: 0.4106 loss_class_1: 0.2726 loss_bbox_1: 0.1225 loss_giou_1: 0.4043 loss_class_2: 0.2637 loss_bbox_2: 0.1179 loss_giou_2: 0.3926 loss_class_3: 0.2624 loss_bbox_3: 0.1175 loss_giou_3: 0.3901 loss_class_4: 0.2617 loss_bbox_4: 0.1163 loss_giou_4: 0.3881 loss_class_enc: 0.3013 loss_bbox_enc: 0.1431 loss_giou_enc: 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0.3888 loss_class_dn_0: 0.1088 loss_bbox_dn_0: 0.2362 loss_giou_dn_0: 0.5339 loss_class_dn_1: 0.07919 loss_bbox_dn_1: 0.1796 loss_giou_dn_1: 0.4325 loss_class_dn_2: 0.0677 loss_bbox_dn_2: 0.1613 loss_giou_dn_2: 0.4016 loss_class_dn_3: 0.0636 loss_bbox_dn_3: 0.1567 loss_giou_dn_3: 0.3912 loss_class_dn_4: 0.06004 loss_bbox_dn_4: 0.1552 loss_giou_dn_4: 0.3886 time: 1.1147 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 09:36:13 d2.utils.events]: eta: 2 days, 4:26:54 iter: 53149 total_loss: 9.591 loss_class: 0.2569 loss_bbox: 0.1155 loss_giou: 0.3835 loss_class_0: 0.2964 loss_bbox_0: 0.1252 loss_giou_0: 0.404 loss_class_1: 0.2748 loss_bbox_1: 0.1202 loss_giou_1: 0.3933 loss_class_2: 0.2631 loss_bbox_2: 0.1172 loss_giou_2: 0.3887 loss_class_3: 0.2598 loss_bbox_3: 0.1163 loss_giou_3: 0.3861 loss_class_4: 0.2577 loss_bbox_4: 0.1152 loss_giou_4: 0.3842 loss_class_enc: 0.303 loss_bbox_enc: 0.1394 loss_giou_enc: 0.4337 loss_class_dn: 0.05842 loss_bbox_dn: 0.1585 loss_giou_dn: 0.3815 loss_class_dn_0: 0.1099 loss_bbox_dn_0: 0.2378 loss_giou_dn_0: 0.5347 loss_class_dn_1: 0.08064 loss_bbox_dn_1: 0.1825 loss_giou_dn_1: 0.4281 loss_class_dn_2: 0.06771 loss_bbox_dn_2: 0.1637 loss_giou_dn_2: 0.3964 loss_class_dn_3: 0.06359 loss_bbox_dn_3: 0.1597 loss_giou_dn_3: 0.3839 loss_class_dn_4: 0.05974 loss_bbox_dn_4: 0.1585 loss_giou_dn_4: 0.3815 time: 1.1147 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 09:37:09 d2.utils.events]: eta: 2 days, 4:23:26 iter: 53199 total_loss: 9.439 loss_class: 0.2593 loss_bbox: 0.112 loss_giou: 0.3804 loss_class_0: 0.2973 loss_bbox_0: 0.1265 loss_giou_0: 0.3993 loss_class_1: 0.2727 loss_bbox_1: 0.1182 loss_giou_1: 0.3935 loss_class_2: 0.2636 loss_bbox_2: 0.1142 loss_giou_2: 0.3894 loss_class_3: 0.2628 loss_bbox_3: 0.1121 loss_giou_3: 0.3837 loss_class_4: 0.2599 loss_bbox_4: 0.1117 loss_giou_4: 0.3809 loss_class_enc: 0.302 loss_bbox_enc: 0.1425 loss_giou_enc: 0.4345 loss_class_dn: 0.0618 loss_bbox_dn: 0.1533 loss_giou_dn: 0.3846 loss_class_dn_0: 0.1122 loss_bbox_dn_0: 0.2437 loss_giou_dn_0: 0.5274 loss_class_dn_1: 0.08149 loss_bbox_dn_1: 0.1811 loss_giou_dn_1: 0.4262 loss_class_dn_2: 0.07 loss_bbox_dn_2: 0.1608 loss_giou_dn_2: 0.3964 loss_class_dn_3: 0.06625 loss_bbox_dn_3: 0.1556 loss_giou_dn_3: 0.3869 loss_class_dn_4: 0.06297 loss_bbox_dn_4: 0.1532 loss_giou_dn_4: 0.3845 time: 1.1147 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 09:38:04 d2.utils.events]: eta: 2 days, 4:16:06 iter: 53249 total_loss: 9.441 loss_class: 0.2557 loss_bbox: 0.1101 loss_giou: 0.3831 loss_class_0: 0.2886 loss_bbox_0: 0.1196 loss_giou_0: 0.4039 loss_class_1: 0.2685 loss_bbox_1: 0.1158 loss_giou_1: 0.3939 loss_class_2: 0.2589 loss_bbox_2: 0.112 loss_giou_2: 0.3883 loss_class_3: 0.2571 loss_bbox_3: 0.1103 loss_giou_3: 0.3855 loss_class_4: 0.2547 loss_bbox_4: 0.1102 loss_giou_4: 0.3826 loss_class_enc: 0.2934 loss_bbox_enc: 0.1347 loss_giou_enc: 0.4326 loss_class_dn: 0.055 loss_bbox_dn: 0.1548 loss_giou_dn: 0.3804 loss_class_dn_0: 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loss_bbox_dn_0: 0.2379 loss_giou_dn_0: 0.5245 loss_class_dn_1: 0.07942 loss_bbox_dn_1: 0.1816 loss_giou_dn_1: 0.423 loss_class_dn_2: 0.06809 loss_bbox_dn_2: 0.1615 loss_giou_dn_2: 0.3938 loss_class_dn_3: 0.06329 loss_bbox_dn_3: 0.156 loss_giou_dn_3: 0.3829 loss_class_dn_4: 0.06053 loss_bbox_dn_4: 0.1552 loss_giou_dn_4: 0.38 time: 1.1147 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 09:39:56 d2.utils.events]: eta: 2 days, 4:14:04 iter: 53349 total_loss: 9.579 loss_class: 0.262 loss_bbox: 0.1116 loss_giou: 0.3833 loss_class_0: 0.2979 loss_bbox_0: 0.1237 loss_giou_0: 0.4017 loss_class_1: 0.2727 loss_bbox_1: 0.1194 loss_giou_1: 0.3912 loss_class_2: 0.2668 loss_bbox_2: 0.1125 loss_giou_2: 0.3891 loss_class_3: 0.264 loss_bbox_3: 0.1128 loss_giou_3: 0.3853 loss_class_4: 0.2613 loss_bbox_4: 0.1122 loss_giou_4: 0.3834 loss_class_enc: 0.3083 loss_bbox_enc: 0.1355 loss_giou_enc: 0.4314 loss_class_dn: 0.05905 loss_bbox_dn: 0.1538 loss_giou_dn: 0.3913 loss_class_dn_0: 0.1101 loss_bbox_dn_0: 0.2355 loss_giou_dn_0: 0.5373 loss_class_dn_1: 0.07846 loss_bbox_dn_1: 0.1761 loss_giou_dn_1: 0.4347 loss_class_dn_2: 0.06627 loss_bbox_dn_2: 0.16 loss_giou_dn_2: 0.4033 loss_class_dn_3: 0.0636 loss_bbox_dn_3: 0.1547 loss_giou_dn_3: 0.3938 loss_class_dn_4: 0.06029 loss_bbox_dn_4: 0.1538 loss_giou_dn_4: 0.3913 time: 1.1147 data_time: 0.1001 lr: 0.0001 max_mem: 43217M [05/20 09:40:51 d2.utils.events]: eta: 2 days, 4:12:42 iter: 53399 total_loss: 9.65 loss_class: 0.2576 loss_bbox: 0.116 loss_giou: 0.3945 loss_class_0: 0.294 loss_bbox_0: 0.1259 loss_giou_0: 0.4146 loss_class_1: 0.276 loss_bbox_1: 0.1228 loss_giou_1: 0.4059 loss_class_2: 0.2637 loss_bbox_2: 0.1195 loss_giou_2: 0.4022 loss_class_3: 0.2625 loss_bbox_3: 0.1172 loss_giou_3: 0.3982 loss_class_4: 0.259 loss_bbox_4: 0.1157 loss_giou_4: 0.3949 loss_class_enc: 0.3005 loss_bbox_enc: 0.1397 loss_giou_enc: 0.4403 loss_class_dn: 0.05752 loss_bbox_dn: 0.1595 loss_giou_dn: 0.386 loss_class_dn_0: 0.1103 loss_bbox_dn_0: 0.2404 loss_giou_dn_0: 0.5296 loss_class_dn_1: 0.08135 loss_bbox_dn_1: 0.1827 loss_giou_dn_1: 0.4272 loss_class_dn_2: 0.06713 loss_bbox_dn_2: 0.1636 loss_giou_dn_2: 0.3978 loss_class_dn_3: 0.06311 loss_bbox_dn_3: 0.1598 loss_giou_dn_3: 0.3885 loss_class_dn_4: 0.05867 loss_bbox_dn_4: 0.1595 loss_giou_dn_4: 0.386 time: 1.1147 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 09:41:47 d2.utils.events]: eta: 2 days, 4:12:05 iter: 53449 total_loss: 9.593 loss_class: 0.2568 loss_bbox: 0.1146 loss_giou: 0.3927 loss_class_0: 0.293 loss_bbox_0: 0.1248 loss_giou_0: 0.4162 loss_class_1: 0.2703 loss_bbox_1: 0.1219 loss_giou_1: 0.4091 loss_class_2: 0.2628 loss_bbox_2: 0.1177 loss_giou_2: 0.3998 loss_class_3: 0.261 loss_bbox_3: 0.1149 loss_giou_3: 0.3937 loss_class_4: 0.2568 loss_bbox_4: 0.1144 loss_giou_4: 0.3942 loss_class_enc: 0.3029 loss_bbox_enc: 0.1381 loss_giou_enc: 0.4441 loss_class_dn: 0.05712 loss_bbox_dn: 0.1536 loss_giou_dn: 0.3857 loss_class_dn_0: 0.1083 loss_bbox_dn_0: 0.2313 loss_giou_dn_0: 0.5316 loss_class_dn_1: 0.07873 loss_bbox_dn_1: 0.175 loss_giou_dn_1: 0.4279 loss_class_dn_2: 0.06593 loss_bbox_dn_2: 0.1604 loss_giou_dn_2: 0.3984 loss_class_dn_3: 0.06191 loss_bbox_dn_3: 0.1556 loss_giou_dn_3: 0.3887 loss_class_dn_4: 0.05836 loss_bbox_dn_4: 0.1537 loss_giou_dn_4: 0.3858 time: 1.1147 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/20 09:42:42 d2.utils.events]: eta: 2 days, 4:07:42 iter: 53499 total_loss: 9.566 loss_class: 0.2538 loss_bbox: 0.113 loss_giou: 0.3892 loss_class_0: 0.2902 loss_bbox_0: 0.1249 loss_giou_0: 0.4088 loss_class_1: 0.2709 loss_bbox_1: 0.1182 loss_giou_1: 0.4001 loss_class_2: 0.2598 loss_bbox_2: 0.1147 loss_giou_2: 0.3943 loss_class_3: 0.2579 loss_bbox_3: 0.1138 loss_giou_3: 0.3904 loss_class_4: 0.2547 loss_bbox_4: 0.1128 loss_giou_4: 0.3896 loss_class_enc: 0.2989 loss_bbox_enc: 0.1383 loss_giou_enc: 0.4405 loss_class_dn: 0.05875 loss_bbox_dn: 0.1557 loss_giou_dn: 0.3883 loss_class_dn_0: 0.1086 loss_bbox_dn_0: 0.2364 loss_giou_dn_0: 0.5386 loss_class_dn_1: 0.08051 loss_bbox_dn_1: 0.1782 loss_giou_dn_1: 0.4307 loss_class_dn_2: 0.06828 loss_bbox_dn_2: 0.161 loss_giou_dn_2: 0.4001 loss_class_dn_3: 0.06404 loss_bbox_dn_3: 0.1563 loss_giou_dn_3: 0.3899 loss_class_dn_4: 0.06007 loss_bbox_dn_4: 0.1558 loss_giou_dn_4: 0.3883 time: 1.1147 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 09:43:38 d2.utils.events]: eta: 2 days, 4:06:27 iter: 53549 total_loss: 9.512 loss_class: 0.2635 loss_bbox: 0.1142 loss_giou: 0.3837 loss_class_0: 0.2991 loss_bbox_0: 0.127 loss_giou_0: 0.4066 loss_class_1: 0.281 loss_bbox_1: 0.1227 loss_giou_1: 0.3968 loss_class_2: 0.2705 loss_bbox_2: 0.1188 loss_giou_2: 0.3885 loss_class_3: 0.2661 loss_bbox_3: 0.1155 loss_giou_3: 0.3855 loss_class_4: 0.2648 loss_bbox_4: 0.1145 loss_giou_4: 0.3851 loss_class_enc: 0.3053 loss_bbox_enc: 0.1397 loss_giou_enc: 0.4351 loss_class_dn: 0.06215 loss_bbox_dn: 0.1531 loss_giou_dn: 0.3806 loss_class_dn_0: 0.1117 loss_bbox_dn_0: 0.2367 loss_giou_dn_0: 0.5318 loss_class_dn_1: 0.08251 loss_bbox_dn_1: 0.1762 loss_giou_dn_1: 0.4239 loss_class_dn_2: 0.0714 loss_bbox_dn_2: 0.1589 loss_giou_dn_2: 0.3925 loss_class_dn_3: 0.06759 loss_bbox_dn_3: 0.1536 loss_giou_dn_3: 0.3822 loss_class_dn_4: 0.06326 loss_bbox_dn_4: 0.1531 loss_giou_dn_4: 0.3805 time: 1.1147 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 09:44:33 d2.utils.events]: eta: 2 days, 4:06:25 iter: 53599 total_loss: 9.584 loss_class: 0.2545 loss_bbox: 0.1139 loss_giou: 0.3855 loss_class_0: 0.2928 loss_bbox_0: 0.1255 loss_giou_0: 0.4107 loss_class_1: 0.27 loss_bbox_1: 0.1209 loss_giou_1: 0.3983 loss_class_2: 0.2618 loss_bbox_2: 0.1163 loss_giou_2: 0.3913 loss_class_3: 0.2592 loss_bbox_3: 0.1146 loss_giou_3: 0.3876 loss_class_4: 0.2558 loss_bbox_4: 0.1139 loss_giou_4: 0.3865 loss_class_enc: 0.295 loss_bbox_enc: 0.1368 loss_giou_enc: 0.4354 loss_class_dn: 0.05995 loss_bbox_dn: 0.154 loss_giou_dn: 0.3844 loss_class_dn_0: 0.1112 loss_bbox_dn_0: 0.2296 loss_giou_dn_0: 0.5358 loss_class_dn_1: 0.08148 loss_bbox_dn_1: 0.171 loss_giou_dn_1: 0.4295 loss_class_dn_2: 0.06907 loss_bbox_dn_2: 0.1566 loss_giou_dn_2: 0.3962 loss_class_dn_3: 0.06548 loss_bbox_dn_3: 0.1542 loss_giou_dn_3: 0.3863 loss_class_dn_4: 0.06194 loss_bbox_dn_4: 0.1541 loss_giou_dn_4: 0.3842 time: 1.1146 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/20 09:45:29 d2.utils.events]: eta: 2 days, 4:05:48 iter: 53649 total_loss: 9.47 loss_class: 0.2515 loss_bbox: 0.1149 loss_giou: 0.3826 loss_class_0: 0.2843 loss_bbox_0: 0.1263 loss_giou_0: 0.4076 loss_class_1: 0.2662 loss_bbox_1: 0.121 loss_giou_1: 0.397 loss_class_2: 0.2572 loss_bbox_2: 0.1171 loss_giou_2: 0.3879 loss_class_3: 0.2547 loss_bbox_3: 0.1146 loss_giou_3: 0.3847 loss_class_4: 0.2533 loss_bbox_4: 0.115 loss_giou_4: 0.3837 loss_class_enc: 0.2967 loss_bbox_enc: 0.1394 loss_giou_enc: 0.4317 loss_class_dn: 0.05771 loss_bbox_dn: 0.1509 loss_giou_dn: 0.3829 loss_class_dn_0: 0.107 loss_bbox_dn_0: 0.2321 loss_giou_dn_0: 0.5332 loss_class_dn_1: 0.07565 loss_bbox_dn_1: 0.1744 loss_giou_dn_1: 0.4274 loss_class_dn_2: 0.06431 loss_bbox_dn_2: 0.1563 loss_giou_dn_2: 0.397 loss_class_dn_3: 0.06109 loss_bbox_dn_3: 0.1522 loss_giou_dn_3: 0.386 loss_class_dn_4: 0.05823 loss_bbox_dn_4: 0.1509 loss_giou_dn_4: 0.3828 time: 1.1146 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 09:46:26 d2.utils.events]: eta: 2 days, 4:06:54 iter: 53699 total_loss: 9.293 loss_class: 0.2539 loss_bbox: 0.1122 loss_giou: 0.3763 loss_class_0: 0.2898 loss_bbox_0: 0.1228 loss_giou_0: 0.3986 loss_class_1: 0.2673 loss_bbox_1: 0.1175 loss_giou_1: 0.3907 loss_class_2: 0.259 loss_bbox_2: 0.1148 loss_giou_2: 0.3835 loss_class_3: 0.2584 loss_bbox_3: 0.1129 loss_giou_3: 0.381 loss_class_4: 0.2555 loss_bbox_4: 0.1129 loss_giou_4: 0.3774 loss_class_enc: 0.2995 loss_bbox_enc: 0.1391 loss_giou_enc: 0.4354 loss_class_dn: 0.06116 loss_bbox_dn: 0.1545 loss_giou_dn: 0.3779 loss_class_dn_0: 0.1086 loss_bbox_dn_0: 0.2368 loss_giou_dn_0: 0.5221 loss_class_dn_1: 0.08196 loss_bbox_dn_1: 0.1759 loss_giou_dn_1: 0.4199 loss_class_dn_2: 0.06876 loss_bbox_dn_2: 0.1587 loss_giou_dn_2: 0.3913 loss_class_dn_3: 0.06512 loss_bbox_dn_3: 0.1555 loss_giou_dn_3: 0.3806 loss_class_dn_4: 0.06219 loss_bbox_dn_4: 0.1545 loss_giou_dn_4: 0.378 time: 1.1146 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 09:47:21 d2.utils.events]: eta: 2 days, 4:05:26 iter: 53749 total_loss: 9.668 loss_class: 0.2583 loss_bbox: 0.1134 loss_giou: 0.3862 loss_class_0: 0.2943 loss_bbox_0: 0.125 loss_giou_0: 0.413 loss_class_1: 0.2724 loss_bbox_1: 0.1206 loss_giou_1: 0.4004 loss_class_2: 0.2665 loss_bbox_2: 0.116 loss_giou_2: 0.3929 loss_class_3: 0.2625 loss_bbox_3: 0.1144 loss_giou_3: 0.3879 loss_class_4: 0.259 loss_bbox_4: 0.1133 loss_giou_4: 0.385 loss_class_enc: 0.3037 loss_bbox_enc: 0.1402 loss_giou_enc: 0.4422 loss_class_dn: 0.05912 loss_bbox_dn: 0.164 loss_giou_dn: 0.3911 loss_class_dn_0: 0.1128 loss_bbox_dn_0: 0.2456 loss_giou_dn_0: 0.5395 loss_class_dn_1: 0.08122 loss_bbox_dn_1: 0.1866 loss_giou_dn_1: 0.4326 loss_class_dn_2: 0.06845 loss_bbox_dn_2: 0.1695 loss_giou_dn_2: 0.4042 loss_class_dn_3: 0.06374 loss_bbox_dn_3: 0.166 loss_giou_dn_3: 0.3942 loss_class_dn_4: 0.05965 loss_bbox_dn_4: 0.1641 loss_giou_dn_4: 0.3912 time: 1.1146 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 09:48:17 d2.utils.events]: eta: 2 days, 4:05:08 iter: 53799 total_loss: 9.558 loss_class: 0.2514 loss_bbox: 0.1153 loss_giou: 0.3903 loss_class_0: 0.2916 loss_bbox_0: 0.1245 loss_giou_0: 0.4089 loss_class_1: 0.2682 loss_bbox_1: 0.1219 loss_giou_1: 0.4008 loss_class_2: 0.2577 loss_bbox_2: 0.1172 loss_giou_2: 0.395 loss_class_3: 0.2539 loss_bbox_3: 0.1162 loss_giou_3: 0.392 loss_class_4: 0.2521 loss_bbox_4: 0.1158 loss_giou_4: 0.3918 loss_class_enc: 0.3001 loss_bbox_enc: 0.1382 loss_giou_enc: 0.4411 loss_class_dn: 0.05808 loss_bbox_dn: 0.156 loss_giou_dn: 0.3856 loss_class_dn_0: 0.1092 loss_bbox_dn_0: 0.2373 loss_giou_dn_0: 0.5297 loss_class_dn_1: 0.08109 loss_bbox_dn_1: 0.1781 loss_giou_dn_1: 0.4283 loss_class_dn_2: 0.06812 loss_bbox_dn_2: 0.1609 loss_giou_dn_2: 0.3982 loss_class_dn_3: 0.06403 loss_bbox_dn_3: 0.1573 loss_giou_dn_3: 0.3881 loss_class_dn_4: 0.05963 loss_bbox_dn_4: 0.156 loss_giou_dn_4: 0.3855 time: 1.1146 data_time: 0.1084 lr: 0.0001 max_mem: 43217M [05/20 09:49:13 d2.utils.events]: eta: 2 days, 4:03:06 iter: 53849 total_loss: 9.582 loss_class: 0.2599 loss_bbox: 0.1145 loss_giou: 0.3946 loss_class_0: 0.2933 loss_bbox_0: 0.1256 loss_giou_0: 0.4184 loss_class_1: 0.2764 loss_bbox_1: 0.1189 loss_giou_1: 0.4044 loss_class_2: 0.2646 loss_bbox_2: 0.1161 loss_giou_2: 0.4004 loss_class_3: 0.2629 loss_bbox_3: 0.1164 loss_giou_3: 0.3964 loss_class_4: 0.2616 loss_bbox_4: 0.1142 loss_giou_4: 0.3958 loss_class_enc: 0.3028 loss_bbox_enc: 0.1379 loss_giou_enc: 0.4469 loss_class_dn: 0.06062 loss_bbox_dn: 0.1532 loss_giou_dn: 0.3908 loss_class_dn_0: 0.1108 loss_bbox_dn_0: 0.234 loss_giou_dn_0: 0.542 loss_class_dn_1: 0.08136 loss_bbox_dn_1: 0.1757 loss_giou_dn_1: 0.4374 loss_class_dn_2: 0.06837 loss_bbox_dn_2: 0.1595 loss_giou_dn_2: 0.4042 loss_class_dn_3: 0.06481 loss_bbox_dn_3: 0.1549 loss_giou_dn_3: 0.3933 loss_class_dn_4: 0.06159 loss_bbox_dn_4: 0.1532 loss_giou_dn_4: 0.3908 time: 1.1146 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 09:50:08 d2.utils.events]: eta: 2 days, 4:00:43 iter: 53899 total_loss: 9.639 loss_class: 0.2585 loss_bbox: 0.1151 loss_giou: 0.3826 loss_class_0: 0.2935 loss_bbox_0: 0.1249 loss_giou_0: 0.4076 loss_class_1: 0.2733 loss_bbox_1: 0.1208 loss_giou_1: 0.3965 loss_class_2: 0.2666 loss_bbox_2: 0.1162 loss_giou_2: 0.3898 loss_class_3: 0.2636 loss_bbox_3: 0.1148 loss_giou_3: 0.3844 loss_class_4: 0.2605 loss_bbox_4: 0.115 loss_giou_4: 0.3828 loss_class_enc: 0.3009 loss_bbox_enc: 0.137 loss_giou_enc: 0.4332 loss_class_dn: 0.06054 loss_bbox_dn: 0.1578 loss_giou_dn: 0.3865 loss_class_dn_0: 0.1131 loss_bbox_dn_0: 0.2391 loss_giou_dn_0: 0.5315 loss_class_dn_1: 0.08358 loss_bbox_dn_1: 0.1817 loss_giou_dn_1: 0.4271 loss_class_dn_2: 0.07063 loss_bbox_dn_2: 0.1627 loss_giou_dn_2: 0.3973 loss_class_dn_3: 0.06546 loss_bbox_dn_3: 0.1586 loss_giou_dn_3: 0.3877 loss_class_dn_4: 0.06212 loss_bbox_dn_4: 0.158 loss_giou_dn_4: 0.3861 time: 1.1146 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 09:51:04 d2.utils.events]: eta: 2 days, 4:00:06 iter: 53949 total_loss: 9.263 loss_class: 0.2474 loss_bbox: 0.1153 loss_giou: 0.3683 loss_class_0: 0.2864 loss_bbox_0: 0.1258 loss_giou_0: 0.3892 loss_class_1: 0.2653 loss_bbox_1: 0.1215 loss_giou_1: 0.3809 loss_class_2: 0.2535 loss_bbox_2: 0.1174 loss_giou_2: 0.3742 loss_class_3: 0.2526 loss_bbox_3: 0.1155 loss_giou_3: 0.3704 loss_class_4: 0.248 loss_bbox_4: 0.1147 loss_giou_4: 0.3676 loss_class_enc: 0.2913 loss_bbox_enc: 0.1416 loss_giou_enc: 0.42 loss_class_dn: 0.05555 loss_bbox_dn: 0.161 loss_giou_dn: 0.372 loss_class_dn_0: 0.1061 loss_bbox_dn_0: 0.2447 loss_giou_dn_0: 0.5206 loss_class_dn_1: 0.07626 loss_bbox_dn_1: 0.1829 loss_giou_dn_1: 0.4176 loss_class_dn_2: 0.06443 loss_bbox_dn_2: 0.1663 loss_giou_dn_2: 0.3868 loss_class_dn_3: 0.06001 loss_bbox_dn_3: 0.1626 loss_giou_dn_3: 0.3748 loss_class_dn_4: 0.05687 loss_bbox_dn_4: 0.1612 loss_giou_dn_4: 0.372 time: 1.1146 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/20 09:52:00 d2.utils.events]: eta: 2 days, 3:58:58 iter: 53999 total_loss: 9.449 loss_class: 0.2536 loss_bbox: 0.1164 loss_giou: 0.373 loss_class_0: 0.2916 loss_bbox_0: 0.128 loss_giou_0: 0.3937 loss_class_1: 0.2678 loss_bbox_1: 0.1235 loss_giou_1: 0.3845 loss_class_2: 0.2582 loss_bbox_2: 0.1188 loss_giou_2: 0.3779 loss_class_3: 0.2561 loss_bbox_3: 0.1171 loss_giou_3: 0.3751 loss_class_4: 0.2539 loss_bbox_4: 0.1166 loss_giou_4: 0.3736 loss_class_enc: 0.298 loss_bbox_enc: 0.1431 loss_giou_enc: 0.4225 loss_class_dn: 0.05759 loss_bbox_dn: 0.1613 loss_giou_dn: 0.3752 loss_class_dn_0: 0.1098 loss_bbox_dn_0: 0.244 loss_giou_dn_0: 0.5235 loss_class_dn_1: 0.08008 loss_bbox_dn_1: 0.1841 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loss_bbox_dn_2: 0.1604 loss_giou_dn_2: 0.3933 loss_class_dn_3: 0.06 loss_bbox_dn_3: 0.1565 loss_giou_dn_3: 0.3823 loss_class_dn_4: 0.05706 loss_bbox_dn_4: 0.1564 loss_giou_dn_4: 0.3799 time: 1.1146 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 10:01:19 d2.utils.events]: eta: 2 days, 4:01:27 iter: 54499 total_loss: 9.634 loss_class: 0.2522 loss_bbox: 0.1129 loss_giou: 0.377 loss_class_0: 0.2902 loss_bbox_0: 0.122 loss_giou_0: 0.3994 loss_class_1: 0.2676 loss_bbox_1: 0.1187 loss_giou_1: 0.3921 loss_class_2: 0.2581 loss_bbox_2: 0.1157 loss_giou_2: 0.3864 loss_class_3: 0.2565 loss_bbox_3: 0.114 loss_giou_3: 0.3793 loss_class_4: 0.2536 loss_bbox_4: 0.1128 loss_giou_4: 0.3775 loss_class_enc: 0.296 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4273 loss_class_dn: 0.06094 loss_bbox_dn: 0.1548 loss_giou_dn: 0.3812 loss_class_dn_0: 0.1087 loss_bbox_dn_0: 0.2382 loss_giou_dn_0: 0.5325 loss_class_dn_1: 0.08059 loss_bbox_dn_1: 0.1784 loss_giou_dn_1: 0.4248 loss_class_dn_2: 0.06916 loss_bbox_dn_2: 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0.4021 loss_class_dn_3: 0.06412 loss_bbox_dn_3: 0.1631 loss_giou_dn_3: 0.39 loss_class_dn_4: 0.06005 loss_bbox_dn_4: 0.1625 loss_giou_dn_4: 0.3869 time: 1.1146 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 10:05:01 d2.utils.events]: eta: 2 days, 3:54:36 iter: 54699 total_loss: 9.436 loss_class: 0.2552 loss_bbox: 0.1136 loss_giou: 0.3789 loss_class_0: 0.2929 loss_bbox_0: 0.1244 loss_giou_0: 0.4023 loss_class_1: 0.2724 loss_bbox_1: 0.1203 loss_giou_1: 0.3932 loss_class_2: 0.2627 loss_bbox_2: 0.1165 loss_giou_2: 0.3834 loss_class_3: 0.2606 loss_bbox_3: 0.1144 loss_giou_3: 0.3797 loss_class_4: 0.2576 loss_bbox_4: 0.1137 loss_giou_4: 0.3789 loss_class_enc: 0.3007 loss_bbox_enc: 0.1391 loss_giou_enc: 0.4308 loss_class_dn: 0.05791 loss_bbox_dn: 0.1565 loss_giou_dn: 0.3748 loss_class_dn_0: 0.112 loss_bbox_dn_0: 0.2434 loss_giou_dn_0: 0.5214 loss_class_dn_1: 0.0799 loss_bbox_dn_1: 0.18 loss_giou_dn_1: 0.4142 loss_class_dn_2: 0.06667 loss_bbox_dn_2: 0.1623 loss_giou_dn_2: 0.3871 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loss_class_dn_4: 0.05799 loss_bbox_dn_4: 0.1572 loss_giou_dn_4: 0.3888 time: 1.1145 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 10:12:26 d2.utils.events]: eta: 2 days, 3:49:34 iter: 55099 total_loss: 9.412 loss_class: 0.2585 loss_bbox: 0.1113 loss_giou: 0.3834 loss_class_0: 0.2944 loss_bbox_0: 0.1234 loss_giou_0: 0.4116 loss_class_1: 0.2749 loss_bbox_1: 0.1172 loss_giou_1: 0.3958 loss_class_2: 0.2629 loss_bbox_2: 0.1131 loss_giou_2: 0.3917 loss_class_3: 0.2632 loss_bbox_3: 0.1116 loss_giou_3: 0.3863 loss_class_4: 0.2595 loss_bbox_4: 0.1119 loss_giou_4: 0.3828 loss_class_enc: 0.3028 loss_bbox_enc: 0.1374 loss_giou_enc: 0.4374 loss_class_dn: 0.05605 loss_bbox_dn: 0.1526 loss_giou_dn: 0.3804 loss_class_dn_0: 0.1082 loss_bbox_dn_0: 0.2369 loss_giou_dn_0: 0.5238 loss_class_dn_1: 0.07734 loss_bbox_dn_1: 0.1746 loss_giou_dn_1: 0.4202 loss_class_dn_2: 0.0646 loss_bbox_dn_2: 0.1587 loss_giou_dn_2: 0.3933 loss_class_dn_3: 0.06132 loss_bbox_dn_3: 0.1536 loss_giou_dn_3: 0.3826 loss_class_dn_4: 0.05732 loss_bbox_dn_4: 0.1526 loss_giou_dn_4: 0.3803 time: 1.1145 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 10:13:22 d2.utils.events]: eta: 2 days, 3:48:33 iter: 55149 total_loss: 9.666 loss_class: 0.2626 loss_bbox: 0.1131 loss_giou: 0.3927 loss_class_0: 0.2972 loss_bbox_0: 0.1252 loss_giou_0: 0.4157 loss_class_1: 0.2767 loss_bbox_1: 0.1198 loss_giou_1: 0.4042 loss_class_2: 0.2693 loss_bbox_2: 0.1157 loss_giou_2: 0.3974 loss_class_3: 0.2669 loss_bbox_3: 0.115 loss_giou_3: 0.3944 loss_class_4: 0.2639 loss_bbox_4: 0.1141 loss_giou_4: 0.3921 loss_class_enc: 0.3023 loss_bbox_enc: 0.1391 loss_giou_enc: 0.446 loss_class_dn: 0.05961 loss_bbox_dn: 0.1483 loss_giou_dn: 0.3867 loss_class_dn_0: 0.108 loss_bbox_dn_0: 0.2241 loss_giou_dn_0: 0.5335 loss_class_dn_1: 0.07892 loss_bbox_dn_1: 0.1681 loss_giou_dn_1: 0.4307 loss_class_dn_2: 0.06751 loss_bbox_dn_2: 0.1533 loss_giou_dn_2: 0.3996 loss_class_dn_3: 0.06336 loss_bbox_dn_3: 0.1493 loss_giou_dn_3: 0.3897 loss_class_dn_4: 0.06113 loss_bbox_dn_4: 0.1485 loss_giou_dn_4: 0.3865 time: 1.1145 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 10:14:18 d2.utils.events]: eta: 2 days, 3:46:40 iter: 55199 total_loss: 9.49 loss_class: 0.2588 loss_bbox: 0.1159 loss_giou: 0.3821 loss_class_0: 0.2965 loss_bbox_0: 0.1251 loss_giou_0: 0.3966 loss_class_1: 0.2736 loss_bbox_1: 0.1205 loss_giou_1: 0.3928 loss_class_2: 0.262 loss_bbox_2: 0.1165 loss_giou_2: 0.3867 loss_class_3: 0.2613 loss_bbox_3: 0.1162 loss_giou_3: 0.3858 loss_class_4: 0.2591 loss_bbox_4: 0.1158 loss_giou_4: 0.3821 loss_class_enc: 0.3045 loss_bbox_enc: 0.1383 loss_giou_enc: 0.4278 loss_class_dn: 0.05753 loss_bbox_dn: 0.1513 loss_giou_dn: 0.3803 loss_class_dn_0: 0.1064 loss_bbox_dn_0: 0.2297 loss_giou_dn_0: 0.5255 loss_class_dn_1: 0.07776 loss_bbox_dn_1: 0.1759 loss_giou_dn_1: 0.4246 loss_class_dn_2: 0.066 loss_bbox_dn_2: 0.1564 loss_giou_dn_2: 0.3927 loss_class_dn_3: 0.06152 loss_bbox_dn_3: 0.1531 loss_giou_dn_3: 0.3837 loss_class_dn_4: 0.0581 loss_bbox_dn_4: 0.1513 loss_giou_dn_4: 0.3803 time: 1.1145 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 10:15:14 d2.utils.events]: eta: 2 days, 3:47:12 iter: 55249 total_loss: 9.68 loss_class: 0.2588 loss_bbox: 0.1167 loss_giou: 0.3917 loss_class_0: 0.2968 loss_bbox_0: 0.1279 loss_giou_0: 0.4148 loss_class_1: 0.275 loss_bbox_1: 0.1222 loss_giou_1: 0.4058 loss_class_2: 0.2662 loss_bbox_2: 0.1193 loss_giou_2: 0.3971 loss_class_3: 0.2639 loss_bbox_3: 0.1173 loss_giou_3: 0.3932 loss_class_4: 0.2601 loss_bbox_4: 0.1166 loss_giou_4: 0.3916 loss_class_enc: 0.3044 loss_bbox_enc: 0.1413 loss_giou_enc: 0.4426 loss_class_dn: 0.06009 loss_bbox_dn: 0.1633 loss_giou_dn: 0.391 loss_class_dn_0: 0.1124 loss_bbox_dn_0: 0.245 loss_giou_dn_0: 0.5368 loss_class_dn_1: 0.08244 loss_bbox_dn_1: 0.187 loss_giou_dn_1: 0.4339 loss_class_dn_2: 0.06995 loss_bbox_dn_2: 0.1689 loss_giou_dn_2: 0.4031 loss_class_dn_3: 0.06578 loss_bbox_dn_3: 0.1643 loss_giou_dn_3: 0.3942 loss_class_dn_4: 0.06139 loss_bbox_dn_4: 0.1634 loss_giou_dn_4: 0.3907 time: 1.1145 data_time: 0.0940 lr: 0.0001 max_mem: 43217M [05/20 10:16:11 d2.utils.events]: eta: 2 days, 3:48:55 iter: 55299 total_loss: 9.63 loss_class: 0.2625 loss_bbox: 0.1168 loss_giou: 0.3778 loss_class_0: 0.2951 loss_bbox_0: 0.1256 loss_giou_0: 0.3998 loss_class_1: 0.2739 loss_bbox_1: 0.1221 loss_giou_1: 0.3886 loss_class_2: 0.2679 loss_bbox_2: 0.1188 loss_giou_2: 0.3801 loss_class_3: 0.2639 loss_bbox_3: 0.1181 loss_giou_3: 0.3801 loss_class_4: 0.2639 loss_bbox_4: 0.1169 loss_giou_4: 0.3773 loss_class_enc: 0.3045 loss_bbox_enc: 0.141 loss_giou_enc: 0.4301 loss_class_dn: 0.0597 loss_bbox_dn: 0.1616 loss_giou_dn: 0.3812 loss_class_dn_0: 0.1123 loss_bbox_dn_0: 0.2408 loss_giou_dn_0: 0.5314 loss_class_dn_1: 0.08335 loss_bbox_dn_1: 0.183 loss_giou_dn_1: 0.4226 loss_class_dn_2: 0.06976 loss_bbox_dn_2: 0.1663 loss_giou_dn_2: 0.3933 loss_class_dn_3: 0.06346 loss_bbox_dn_3: 0.1626 loss_giou_dn_3: 0.3842 loss_class_dn_4: 0.06055 loss_bbox_dn_4: 0.1616 loss_giou_dn_4: 0.3812 time: 1.1145 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 10:17:06 d2.utils.events]: eta: 2 days, 3:45:46 iter: 55349 total_loss: 9.179 loss_class: 0.2513 loss_bbox: 0.113 loss_giou: 0.3625 loss_class_0: 0.286 loss_bbox_0: 0.1263 loss_giou_0: 0.3861 loss_class_1: 0.2644 loss_bbox_1: 0.1221 loss_giou_1: 0.3751 loss_class_2: 0.256 loss_bbox_2: 0.117 loss_giou_2: 0.3672 loss_class_3: 0.2508 loss_bbox_3: 0.1158 loss_giou_3: 0.3658 loss_class_4: 0.2498 loss_bbox_4: 0.1132 loss_giou_4: 0.3631 loss_class_enc: 0.2959 loss_bbox_enc: 0.1389 loss_giou_enc: 0.4169 loss_class_dn: 0.0586 loss_bbox_dn: 0.1568 loss_giou_dn: 0.3678 loss_class_dn_0: 0.1091 loss_bbox_dn_0: 0.2431 loss_giou_dn_0: 0.516 loss_class_dn_1: 0.07875 loss_bbox_dn_1: 0.1817 loss_giou_dn_1: 0.4088 loss_class_dn_2: 0.06689 loss_bbox_dn_2: 0.163 loss_giou_dn_2: 0.3805 loss_class_dn_3: 0.06303 loss_bbox_dn_3: 0.1578 loss_giou_dn_3: 0.3697 loss_class_dn_4: 0.05934 loss_bbox_dn_4: 0.1568 loss_giou_dn_4: 0.3676 time: 1.1145 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/20 10:18:01 d2.utils.events]: eta: 2 days, 3:45:12 iter: 55399 total_loss: 9.499 loss_class: 0.2594 loss_bbox: 0.1128 loss_giou: 0.384 loss_class_0: 0.2944 loss_bbox_0: 0.1266 loss_giou_0: 0.4062 loss_class_1: 0.2736 loss_bbox_1: 0.1207 loss_giou_1: 0.3985 loss_class_2: 0.2638 loss_bbox_2: 0.1163 loss_giou_2: 0.3905 loss_class_3: 0.2624 loss_bbox_3: 0.1134 loss_giou_3: 0.386 loss_class_4: 0.2605 loss_bbox_4: 0.1131 loss_giou_4: 0.3838 loss_class_enc: 0.3029 loss_bbox_enc: 0.1387 loss_giou_enc: 0.4389 loss_class_dn: 0.05995 loss_bbox_dn: 0.1467 loss_giou_dn: 0.3782 loss_class_dn_0: 0.1118 loss_bbox_dn_0: 0.2294 loss_giou_dn_0: 0.5311 loss_class_dn_1: 0.08275 loss_bbox_dn_1: 0.1704 loss_giou_dn_1: 0.421 loss_class_dn_2: 0.06981 loss_bbox_dn_2: 0.152 loss_giou_dn_2: 0.3908 loss_class_dn_3: 0.06571 loss_bbox_dn_3: 0.148 loss_giou_dn_3: 0.3799 loss_class_dn_4: 0.06136 loss_bbox_dn_4: 0.1468 loss_giou_dn_4: 0.3781 time: 1.1145 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 10:18:57 d2.utils.events]: eta: 2 days, 3:42:59 iter: 55449 total_loss: 9.416 loss_class: 0.2508 loss_bbox: 0.1127 loss_giou: 0.383 loss_class_0: 0.2867 loss_bbox_0: 0.123 loss_giou_0: 0.3986 loss_class_1: 0.2647 loss_bbox_1: 0.1179 loss_giou_1: 0.3885 loss_class_2: 0.2567 loss_bbox_2: 0.1142 loss_giou_2: 0.387 loss_class_3: 0.2547 loss_bbox_3: 0.1128 loss_giou_3: 0.3815 loss_class_4: 0.2513 loss_bbox_4: 0.1122 loss_giou_4: 0.382 loss_class_enc: 0.2941 loss_bbox_enc: 0.134 loss_giou_enc: 0.4272 loss_class_dn: 0.05737 loss_bbox_dn: 0.1491 loss_giou_dn: 0.3773 loss_class_dn_0: 0.1055 loss_bbox_dn_0: 0.2293 loss_giou_dn_0: 0.5214 loss_class_dn_1: 0.07649 loss_bbox_dn_1: 0.1724 loss_giou_dn_1: 0.4193 loss_class_dn_2: 0.0655 loss_bbox_dn_2: 0.1539 loss_giou_dn_2: 0.3894 loss_class_dn_3: 0.06169 loss_bbox_dn_3: 0.1505 loss_giou_dn_3: 0.3796 loss_class_dn_4: 0.05878 loss_bbox_dn_4: 0.1492 loss_giou_dn_4: 0.3773 time: 1.1145 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/20 10:19:52 d2.utils.events]: eta: 2 days, 3:43:01 iter: 55499 total_loss: 9.312 loss_class: 0.2526 loss_bbox: 0.1065 loss_giou: 0.3869 loss_class_0: 0.2893 loss_bbox_0: 0.1172 loss_giou_0: 0.4052 loss_class_1: 0.2686 loss_bbox_1: 0.1137 loss_giou_1: 0.4005 loss_class_2: 0.2583 loss_bbox_2: 0.1113 loss_giou_2: 0.3934 loss_class_3: 0.2564 loss_bbox_3: 0.1077 loss_giou_3: 0.3889 loss_class_4: 0.2532 loss_bbox_4: 0.1075 loss_giou_4: 0.3862 loss_class_enc: 0.2993 loss_bbox_enc: 0.1299 loss_giou_enc: 0.4341 loss_class_dn: 0.05416 loss_bbox_dn: 0.1424 loss_giou_dn: 0.3736 loss_class_dn_0: 0.1032 loss_bbox_dn_0: 0.2179 loss_giou_dn_0: 0.5233 loss_class_dn_1: 0.07399 loss_bbox_dn_1: 0.1666 loss_giou_dn_1: 0.4198 loss_class_dn_2: 0.06227 loss_bbox_dn_2: 0.1485 loss_giou_dn_2: 0.3868 loss_class_dn_3: 0.0584 loss_bbox_dn_3: 0.1439 loss_giou_dn_3: 0.3754 loss_class_dn_4: 0.05599 loss_bbox_dn_4: 0.1425 loss_giou_dn_4: 0.3737 time: 1.1144 data_time: 0.0959 lr: 0.0001 max_mem: 43217M [05/20 10:20:48 d2.utils.events]: eta: 2 days, 3:41:48 iter: 55549 total_loss: 9.59 loss_class: 0.2538 loss_bbox: 0.113 loss_giou: 0.3822 loss_class_0: 0.2891 loss_bbox_0: 0.125 loss_giou_0: 0.4052 loss_class_1: 0.2717 loss_bbox_1: 0.1195 loss_giou_1: 0.3924 loss_class_2: 0.2593 loss_bbox_2: 0.1164 loss_giou_2: 0.388 loss_class_3: 0.2587 loss_bbox_3: 0.1132 loss_giou_3: 0.385 loss_class_4: 0.2547 loss_bbox_4: 0.1121 loss_giou_4: 0.382 loss_class_enc: 0.2984 loss_bbox_enc: 0.1391 loss_giou_enc: 0.4321 loss_class_dn: 0.05744 loss_bbox_dn: 0.1583 loss_giou_dn: 0.3862 loss_class_dn_0: 0.1066 loss_bbox_dn_0: 0.2435 loss_giou_dn_0: 0.5388 loss_class_dn_1: 0.07914 loss_bbox_dn_1: 0.1841 loss_giou_dn_1: 0.4308 loss_class_dn_2: 0.06647 loss_bbox_dn_2: 0.1647 loss_giou_dn_2: 0.3995 loss_class_dn_3: 0.06171 loss_bbox_dn_3: 0.1593 loss_giou_dn_3: 0.3891 loss_class_dn_4: 0.05888 loss_bbox_dn_4: 0.1584 loss_giou_dn_4: 0.3861 time: 1.1144 data_time: 0.0973 lr: 0.0001 max_mem: 43217M [05/20 10:21:44 d2.utils.events]: eta: 2 days, 3:44:40 iter: 55599 total_loss: 9.546 loss_class: 0.2503 loss_bbox: 0.1148 loss_giou: 0.388 loss_class_0: 0.2852 loss_bbox_0: 0.1258 loss_giou_0: 0.4063 loss_class_1: 0.2676 loss_bbox_1: 0.1207 loss_giou_1: 0.398 loss_class_2: 0.2544 loss_bbox_2: 0.1185 loss_giou_2: 0.393 loss_class_3: 0.2516 loss_bbox_3: 0.1159 loss_giou_3: 0.3885 loss_class_4: 0.2501 loss_bbox_4: 0.115 loss_giou_4: 0.3875 loss_class_enc: 0.2959 loss_bbox_enc: 0.138 loss_giou_enc: 0.4367 loss_class_dn: 0.05898 loss_bbox_dn: 0.1525 loss_giou_dn: 0.3834 loss_class_dn_0: 0.1098 loss_bbox_dn_0: 0.237 loss_giou_dn_0: 0.5326 loss_class_dn_1: 0.0806 loss_bbox_dn_1: 0.1724 loss_giou_dn_1: 0.4263 loss_class_dn_2: 0.06844 loss_bbox_dn_2: 0.1593 loss_giou_dn_2: 0.3955 loss_class_dn_3: 0.06406 loss_bbox_dn_3: 0.1546 loss_giou_dn_3: 0.3857 loss_class_dn_4: 0.06043 loss_bbox_dn_4: 0.1524 loss_giou_dn_4: 0.3834 time: 1.1144 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 10:22:40 d2.utils.events]: eta: 2 days, 3:42:32 iter: 55649 total_loss: 9.487 loss_class: 0.2569 loss_bbox: 0.1127 loss_giou: 0.3848 loss_class_0: 0.295 loss_bbox_0: 0.1251 loss_giou_0: 0.4054 loss_class_1: 0.2738 loss_bbox_1: 0.1182 loss_giou_1: 0.3961 loss_class_2: 0.2644 loss_bbox_2: 0.1152 loss_giou_2: 0.3915 loss_class_3: 0.2623 loss_bbox_3: 0.1137 loss_giou_3: 0.3864 loss_class_4: 0.2581 loss_bbox_4: 0.1123 loss_giou_4: 0.3856 loss_class_enc: 0.3048 loss_bbox_enc: 0.1396 loss_giou_enc: 0.4347 loss_class_dn: 0.05441 loss_bbox_dn: 0.155 loss_giou_dn: 0.3808 loss_class_dn_0: 0.1049 loss_bbox_dn_0: 0.2404 loss_giou_dn_0: 0.5294 loss_class_dn_1: 0.07492 loss_bbox_dn_1: 0.18 loss_giou_dn_1: 0.4264 loss_class_dn_2: 0.06362 loss_bbox_dn_2: 0.1621 loss_giou_dn_2: 0.3952 loss_class_dn_3: 0.05988 loss_bbox_dn_3: 0.1573 loss_giou_dn_3: 0.3844 loss_class_dn_4: 0.0572 loss_bbox_dn_4: 0.1551 loss_giou_dn_4: 0.3808 time: 1.1144 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 10:23:36 d2.utils.events]: eta: 2 days, 3:42:56 iter: 55699 total_loss: 9.381 loss_class: 0.2563 loss_bbox: 0.1154 loss_giou: 0.3806 loss_class_0: 0.2894 loss_bbox_0: 0.1278 loss_giou_0: 0.4038 loss_class_1: 0.2705 loss_bbox_1: 0.1205 loss_giou_1: 0.3937 loss_class_2: 0.2627 loss_bbox_2: 0.1172 loss_giou_2: 0.3857 loss_class_3: 0.2611 loss_bbox_3: 0.1146 loss_giou_3: 0.3823 loss_class_4: 0.258 loss_bbox_4: 0.1144 loss_giou_4: 0.3806 loss_class_enc: 0.2969 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4274 loss_class_dn: 0.05971 loss_bbox_dn: 0.1513 loss_giou_dn: 0.375 loss_class_dn_0: 0.1036 loss_bbox_dn_0: 0.2423 loss_giou_dn_0: 0.5229 loss_class_dn_1: 0.07789 loss_bbox_dn_1: 0.1802 loss_giou_dn_1: 0.417 loss_class_dn_2: 0.06762 loss_bbox_dn_2: 0.1585 loss_giou_dn_2: 0.3869 loss_class_dn_3: 0.06355 loss_bbox_dn_3: 0.1528 loss_giou_dn_3: 0.3772 loss_class_dn_4: 0.06046 loss_bbox_dn_4: 0.1512 loss_giou_dn_4: 0.3749 time: 1.1144 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 10:24:31 d2.utils.events]: eta: 2 days, 3:40:25 iter: 55749 total_loss: 9.557 loss_class: 0.2603 loss_bbox: 0.1191 loss_giou: 0.3812 loss_class_0: 0.2952 loss_bbox_0: 0.1301 loss_giou_0: 0.4007 loss_class_1: 0.2753 loss_bbox_1: 0.1258 loss_giou_1: 0.3925 loss_class_2: 0.2663 loss_bbox_2: 0.1221 loss_giou_2: 0.3849 loss_class_3: 0.2647 loss_bbox_3: 0.1201 loss_giou_3: 0.3825 loss_class_4: 0.2602 loss_bbox_4: 0.1185 loss_giou_4: 0.3821 loss_class_enc: 0.3041 loss_bbox_enc: 0.1416 loss_giou_enc: 0.4248 loss_class_dn: 0.05889 loss_bbox_dn: 0.1609 loss_giou_dn: 0.3807 loss_class_dn_0: 0.1121 loss_bbox_dn_0: 0.2439 loss_giou_dn_0: 0.5315 loss_class_dn_1: 0.08111 loss_bbox_dn_1: 0.1828 loss_giou_dn_1: 0.4243 loss_class_dn_2: 0.06881 loss_bbox_dn_2: 0.166 loss_giou_dn_2: 0.3937 loss_class_dn_3: 0.06488 loss_bbox_dn_3: 0.1621 loss_giou_dn_3: 0.3833 loss_class_dn_4: 0.06036 loss_bbox_dn_4: 0.1609 loss_giou_dn_4: 0.3806 time: 1.1144 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 10:25:27 d2.utils.events]: eta: 2 days, 3:40:47 iter: 55799 total_loss: 9.779 loss_class: 0.2692 loss_bbox: 0.114 loss_giou: 0.3951 loss_class_0: 0.3066 loss_bbox_0: 0.1222 loss_giou_0: 0.4227 loss_class_1: 0.2842 loss_bbox_1: 0.1184 loss_giou_1: 0.4107 loss_class_2: 0.2735 loss_bbox_2: 0.1168 loss_giou_2: 0.4049 loss_class_3: 0.2722 loss_bbox_3: 0.1153 loss_giou_3: 0.3977 loss_class_4: 0.2698 loss_bbox_4: 0.1142 loss_giou_4: 0.3949 loss_class_enc: 0.3148 loss_bbox_enc: 0.1378 loss_giou_enc: 0.4497 loss_class_dn: 0.06011 loss_bbox_dn: 0.1539 loss_giou_dn: 0.399 loss_class_dn_0: 0.1143 loss_bbox_dn_0: 0.2307 loss_giou_dn_0: 0.5513 loss_class_dn_1: 0.08276 loss_bbox_dn_1: 0.1754 loss_giou_dn_1: 0.4444 loss_class_dn_2: 0.06928 loss_bbox_dn_2: 0.1603 loss_giou_dn_2: 0.4116 loss_class_dn_3: 0.06519 loss_bbox_dn_3: 0.1557 loss_giou_dn_3: 0.4022 loss_class_dn_4: 0.06153 loss_bbox_dn_4: 0.1542 loss_giou_dn_4: 0.3992 time: 1.1144 data_time: 0.0955 lr: 0.0001 max_mem: 43217M [05/20 10:26:24 d2.utils.events]: eta: 2 days, 3:42:58 iter: 55849 total_loss: 9.54 loss_class: 0.2601 loss_bbox: 0.1127 loss_giou: 0.3832 loss_class_0: 0.2969 loss_bbox_0: 0.1246 loss_giou_0: 0.4072 loss_class_1: 0.2752 loss_bbox_1: 0.1192 loss_giou_1: 0.396 loss_class_2: 0.2637 loss_bbox_2: 0.1173 loss_giou_2: 0.3905 loss_class_3: 0.2638 loss_bbox_3: 0.1147 loss_giou_3: 0.3855 loss_class_4: 0.2605 loss_bbox_4: 0.1127 loss_giou_4: 0.3841 loss_class_enc: 0.3049 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4368 loss_class_dn: 0.05867 loss_bbox_dn: 0.153 loss_giou_dn: 0.3835 loss_class_dn_0: 0.1079 loss_bbox_dn_0: 0.2356 loss_giou_dn_0: 0.5263 loss_class_dn_1: 0.07965 loss_bbox_dn_1: 0.176 loss_giou_dn_1: 0.4244 loss_class_dn_2: 0.06753 loss_bbox_dn_2: 0.159 loss_giou_dn_2: 0.3927 loss_class_dn_3: 0.06368 loss_bbox_dn_3: 0.1542 loss_giou_dn_3: 0.385 loss_class_dn_4: 0.05978 loss_bbox_dn_4: 0.1529 loss_giou_dn_4: 0.3833 time: 1.1144 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 10:27:19 d2.utils.events]: eta: 2 days, 3:41:42 iter: 55899 total_loss: 9.159 loss_class: 0.2476 loss_bbox: 0.1085 loss_giou: 0.3778 loss_class_0: 0.2799 loss_bbox_0: 0.1211 loss_giou_0: 0.4023 loss_class_1: 0.2586 loss_bbox_1: 0.1164 loss_giou_1: 0.3908 loss_class_2: 0.2514 loss_bbox_2: 0.1136 loss_giou_2: 0.3842 loss_class_3: 0.2492 loss_bbox_3: 0.1096 loss_giou_3: 0.3798 loss_class_4: 0.2477 loss_bbox_4: 0.1086 loss_giou_4: 0.378 loss_class_enc: 0.2942 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4231 loss_class_dn: 0.05462 loss_bbox_dn: 0.146 loss_giou_dn: 0.3695 loss_class_dn_0: 0.1053 loss_bbox_dn_0: 0.229 loss_giou_dn_0: 0.5246 loss_class_dn_1: 0.07552 loss_bbox_dn_1: 0.1702 loss_giou_dn_1: 0.4149 loss_class_dn_2: 0.06383 loss_bbox_dn_2: 0.1513 loss_giou_dn_2: 0.3825 loss_class_dn_3: 0.05948 loss_bbox_dn_3: 0.147 loss_giou_dn_3: 0.372 loss_class_dn_4: 0.0566 loss_bbox_dn_4: 0.1462 loss_giou_dn_4: 0.3694 time: 1.1144 data_time: 0.0934 lr: 0.0001 max_mem: 43217M [05/20 10:28:16 d2.utils.events]: eta: 2 days, 3:43:21 iter: 55949 total_loss: 9.453 loss_class: 0.2611 loss_bbox: 0.1128 loss_giou: 0.3749 loss_class_0: 0.2944 loss_bbox_0: 0.1248 loss_giou_0: 0.4045 loss_class_1: 0.2761 loss_bbox_1: 0.1202 loss_giou_1: 0.3921 loss_class_2: 0.2684 loss_bbox_2: 0.1166 loss_giou_2: 0.3811 loss_class_3: 0.2638 loss_bbox_3: 0.1153 loss_giou_3: 0.377 loss_class_4: 0.2627 loss_bbox_4: 0.1127 loss_giou_4: 0.3746 loss_class_enc: 0.305 loss_bbox_enc: 0.1381 loss_giou_enc: 0.4308 loss_class_dn: 0.06042 loss_bbox_dn: 0.1635 loss_giou_dn: 0.3821 loss_class_dn_0: 0.1092 loss_bbox_dn_0: 0.2451 loss_giou_dn_0: 0.535 loss_class_dn_1: 0.07986 loss_bbox_dn_1: 0.1895 loss_giou_dn_1: 0.4271 loss_class_dn_2: 0.06863 loss_bbox_dn_2: 0.1689 loss_giou_dn_2: 0.3948 loss_class_dn_3: 0.06399 loss_bbox_dn_3: 0.165 loss_giou_dn_3: 0.3844 loss_class_dn_4: 0.06193 loss_bbox_dn_4: 0.1634 loss_giou_dn_4: 0.3817 time: 1.1144 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 10:29:12 d2.utils.events]: eta: 2 days, 3:42:37 iter: 55999 total_loss: 9.421 loss_class: 0.2566 loss_bbox: 0.112 loss_giou: 0.3814 loss_class_0: 0.2902 loss_bbox_0: 0.1218 loss_giou_0: 0.4079 loss_class_1: 0.2701 loss_bbox_1: 0.118 loss_giou_1: 0.392 loss_class_2: 0.2635 loss_bbox_2: 0.1135 loss_giou_2: 0.3863 loss_class_3: 0.261 loss_bbox_3: 0.1116 loss_giou_3: 0.3825 loss_class_4: 0.2573 loss_bbox_4: 0.1125 loss_giou_4: 0.3813 loss_class_enc: 0.3009 loss_bbox_enc: 0.1359 loss_giou_enc: 0.4319 loss_class_dn: 0.05955 loss_bbox_dn: 0.1482 loss_giou_dn: 0.3789 loss_class_dn_0: 0.1096 loss_bbox_dn_0: 0.2253 loss_giou_dn_0: 0.5225 loss_class_dn_1: 0.08025 loss_bbox_dn_1: 0.1691 loss_giou_dn_1: 0.4206 loss_class_dn_2: 0.067 loss_bbox_dn_2: 0.153 loss_giou_dn_2: 0.3909 loss_class_dn_3: 0.06304 loss_bbox_dn_3: 0.1492 loss_giou_dn_3: 0.382 loss_class_dn_4: 0.06042 loss_bbox_dn_4: 0.1483 loss_giou_dn_4: 0.3788 time: 1.1144 data_time: 0.0931 lr: 0.0001 max_mem: 43217M [05/20 10:30:08 d2.utils.events]: eta: 2 days, 3:42:38 iter: 56049 total_loss: 9.455 loss_class: 0.2538 loss_bbox: 0.1146 loss_giou: 0.3805 loss_class_0: 0.2909 loss_bbox_0: 0.1246 loss_giou_0: 0.4037 loss_class_1: 0.2672 loss_bbox_1: 0.1187 loss_giou_1: 0.3916 loss_class_2: 0.2602 loss_bbox_2: 0.1169 loss_giou_2: 0.3851 loss_class_3: 0.2579 loss_bbox_3: 0.1159 loss_giou_3: 0.382 loss_class_4: 0.2545 loss_bbox_4: 0.1146 loss_giou_4: 0.3803 loss_class_enc: 0.3005 loss_bbox_enc: 0.1401 loss_giou_enc: 0.4345 loss_class_dn: 0.05684 loss_bbox_dn: 0.1546 loss_giou_dn: 0.3804 loss_class_dn_0: 0.1098 loss_bbox_dn_0: 0.2401 loss_giou_dn_0: 0.5343 loss_class_dn_1: 0.07886 loss_bbox_dn_1: 0.1767 loss_giou_dn_1: 0.4284 loss_class_dn_2: 0.06615 loss_bbox_dn_2: 0.1594 loss_giou_dn_2: 0.3939 loss_class_dn_3: 0.06191 loss_bbox_dn_3: 0.1552 loss_giou_dn_3: 0.3829 loss_class_dn_4: 0.05744 loss_bbox_dn_4: 0.1546 loss_giou_dn_4: 0.3803 time: 1.1144 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 10:31:05 d2.utils.events]: eta: 2 days, 3:41:43 iter: 56099 total_loss: 9.37 loss_class: 0.2465 loss_bbox: 0.1069 loss_giou: 0.3915 loss_class_0: 0.2803 loss_bbox_0: 0.1168 loss_giou_0: 0.4112 loss_class_1: 0.2617 loss_bbox_1: 0.1123 loss_giou_1: 0.4004 loss_class_2: 0.2512 loss_bbox_2: 0.1091 loss_giou_2: 0.3987 loss_class_3: 0.2505 loss_bbox_3: 0.1081 loss_giou_3: 0.3935 loss_class_4: 0.2483 loss_bbox_4: 0.1074 loss_giou_4: 0.3923 loss_class_enc: 0.2922 loss_bbox_enc: 0.127 loss_giou_enc: 0.4377 loss_class_dn: 0.0564 loss_bbox_dn: 0.1419 loss_giou_dn: 0.382 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2175 loss_giou_dn_0: 0.5292 loss_class_dn_1: 0.07664 loss_bbox_dn_1: 0.1645 loss_giou_dn_1: 0.4241 loss_class_dn_2: 0.06442 loss_bbox_dn_2: 0.1478 loss_giou_dn_2: 0.3941 loss_class_dn_3: 0.06136 loss_bbox_dn_3: 0.1432 loss_giou_dn_3: 0.3842 loss_class_dn_4: 0.0582 loss_bbox_dn_4: 0.142 loss_giou_dn_4: 0.3819 time: 1.1144 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 10:32:00 d2.utils.events]: eta: 2 days, 3:39:21 iter: 56149 total_loss: 9.594 loss_class: 0.2581 loss_bbox: 0.1137 loss_giou: 0.3979 loss_class_0: 0.2899 loss_bbox_0: 0.1256 loss_giou_0: 0.4169 loss_class_1: 0.2735 loss_bbox_1: 0.1174 loss_giou_1: 0.4061 loss_class_2: 0.2635 loss_bbox_2: 0.1154 loss_giou_2: 0.4055 loss_class_3: 0.2609 loss_bbox_3: 0.1135 loss_giou_3: 0.3994 loss_class_4: 0.2582 loss_bbox_4: 0.1129 loss_giou_4: 0.3974 loss_class_enc: 0.2992 loss_bbox_enc: 0.1349 loss_giou_enc: 0.4471 loss_class_dn: 0.06022 loss_bbox_dn: 0.1487 loss_giou_dn: 0.3891 loss_class_dn_0: 0.1093 loss_bbox_dn_0: 0.2318 loss_giou_dn_0: 0.539 loss_class_dn_1: 0.08006 loss_bbox_dn_1: 0.1727 loss_giou_dn_1: 0.4327 loss_class_dn_2: 0.06924 loss_bbox_dn_2: 0.1538 loss_giou_dn_2: 0.4003 loss_class_dn_3: 0.06447 loss_bbox_dn_3: 0.1498 loss_giou_dn_3: 0.391 loss_class_dn_4: 0.06163 loss_bbox_dn_4: 0.1489 loss_giou_dn_4: 0.3891 time: 1.1144 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 10:32:56 d2.utils.events]: eta: 2 days, 3:37:59 iter: 56199 total_loss: 9.505 loss_class: 0.2614 loss_bbox: 0.1123 loss_giou: 0.3759 loss_class_0: 0.2933 loss_bbox_0: 0.1215 loss_giou_0: 0.4008 loss_class_1: 0.2724 loss_bbox_1: 0.1181 loss_giou_1: 0.3898 loss_class_2: 0.2643 loss_bbox_2: 0.1149 loss_giou_2: 0.3848 loss_class_3: 0.2657 loss_bbox_3: 0.1125 loss_giou_3: 0.3793 loss_class_4: 0.2614 loss_bbox_4: 0.1124 loss_giou_4: 0.3769 loss_class_enc: 0.3036 loss_bbox_enc: 0.1383 loss_giou_enc: 0.4312 loss_class_dn: 0.05529 loss_bbox_dn: 0.1492 loss_giou_dn: 0.3756 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2319 loss_giou_dn_0: 0.5286 loss_class_dn_1: 0.07553 loss_bbox_dn_1: 0.1706 loss_giou_dn_1: 0.4195 loss_class_dn_2: 0.06373 loss_bbox_dn_2: 0.1544 loss_giou_dn_2: 0.3869 loss_class_dn_3: 0.05931 loss_bbox_dn_3: 0.151 loss_giou_dn_3: 0.3773 loss_class_dn_4: 0.05585 loss_bbox_dn_4: 0.1491 loss_giou_dn_4: 0.3755 time: 1.1144 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 10:33:53 d2.utils.events]: eta: 2 days, 3:38:31 iter: 56249 total_loss: 9.427 loss_class: 0.2568 loss_bbox: 0.113 loss_giou: 0.3766 loss_class_0: 0.2937 loss_bbox_0: 0.1235 loss_giou_0: 0.3991 loss_class_1: 0.2742 loss_bbox_1: 0.1195 loss_giou_1: 0.3858 loss_class_2: 0.2639 loss_bbox_2: 0.1138 loss_giou_2: 0.381 loss_class_3: 0.2614 loss_bbox_3: 0.1132 loss_giou_3: 0.3761 loss_class_4: 0.2575 loss_bbox_4: 0.1137 loss_giou_4: 0.3766 loss_class_enc: 0.3037 loss_bbox_enc: 0.1364 loss_giou_enc: 0.4294 loss_class_dn: 0.06354 loss_bbox_dn: 0.16 loss_giou_dn: 0.3806 loss_class_dn_0: 0.1108 loss_bbox_dn_0: 0.2441 loss_giou_dn_0: 0.5249 loss_class_dn_1: 0.08222 loss_bbox_dn_1: 0.1852 loss_giou_dn_1: 0.4203 loss_class_dn_2: 0.07176 loss_bbox_dn_2: 0.1655 loss_giou_dn_2: 0.3922 loss_class_dn_3: 0.06812 loss_bbox_dn_3: 0.1612 loss_giou_dn_3: 0.3821 loss_class_dn_4: 0.06483 loss_bbox_dn_4: 0.16 loss_giou_dn_4: 0.3806 time: 1.1144 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 10:34:49 d2.utils.events]: eta: 2 days, 3:36:09 iter: 56299 total_loss: 9.38 loss_class: 0.2527 loss_bbox: 0.112 loss_giou: 0.3807 loss_class_0: 0.2918 loss_bbox_0: 0.1241 loss_giou_0: 0.3983 loss_class_1: 0.2714 loss_bbox_1: 0.1179 loss_giou_1: 0.3907 loss_class_2: 0.2616 loss_bbox_2: 0.1142 loss_giou_2: 0.3855 loss_class_3: 0.259 loss_bbox_3: 0.1132 loss_giou_3: 0.3805 loss_class_4: 0.2546 loss_bbox_4: 0.1121 loss_giou_4: 0.3797 loss_class_enc: 0.297 loss_bbox_enc: 0.1398 loss_giou_enc: 0.43 loss_class_dn: 0.05669 loss_bbox_dn: 0.1544 loss_giou_dn: 0.3788 loss_class_dn_0: 0.106 loss_bbox_dn_0: 0.2409 loss_giou_dn_0: 0.5281 loss_class_dn_1: 0.07843 loss_bbox_dn_1: 0.1803 loss_giou_dn_1: 0.4218 loss_class_dn_2: 0.06673 loss_bbox_dn_2: 0.1612 loss_giou_dn_2: 0.3903 loss_class_dn_3: 0.06212 loss_bbox_dn_3: 0.1562 loss_giou_dn_3: 0.3819 loss_class_dn_4: 0.05822 loss_bbox_dn_4: 0.1543 loss_giou_dn_4: 0.3787 time: 1.1144 data_time: 0.1039 lr: 0.0001 max_mem: 43217M [05/20 10:35:45 d2.utils.events]: eta: 2 days, 3:35:52 iter: 56349 total_loss: 9.394 loss_class: 0.2543 loss_bbox: 0.1102 loss_giou: 0.3834 loss_class_0: 0.2886 loss_bbox_0: 0.1222 loss_giou_0: 0.4067 loss_class_1: 0.2689 loss_bbox_1: 0.1174 loss_giou_1: 0.3965 loss_class_2: 0.2601 loss_bbox_2: 0.1137 loss_giou_2: 0.3896 loss_class_3: 0.2578 loss_bbox_3: 0.1117 loss_giou_3: 0.386 loss_class_4: 0.2547 loss_bbox_4: 0.1105 loss_giou_4: 0.3827 loss_class_enc: 0.3 loss_bbox_enc: 0.1342 loss_giou_enc: 0.435 loss_class_dn: 0.05768 loss_bbox_dn: 0.1493 loss_giou_dn: 0.3815 loss_class_dn_0: 0.108 loss_bbox_dn_0: 0.2265 loss_giou_dn_0: 0.5304 loss_class_dn_1: 0.07731 loss_bbox_dn_1: 0.171 loss_giou_dn_1: 0.4248 loss_class_dn_2: 0.06602 loss_bbox_dn_2: 0.1547 loss_giou_dn_2: 0.3921 loss_class_dn_3: 0.06169 loss_bbox_dn_3: 0.1507 loss_giou_dn_3: 0.3838 loss_class_dn_4: 0.05914 loss_bbox_dn_4: 0.1493 loss_giou_dn_4: 0.3815 time: 1.1144 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 10:36:41 d2.utils.events]: eta: 2 days, 3:36:25 iter: 56399 total_loss: 9.496 loss_class: 0.2487 loss_bbox: 0.115 loss_giou: 0.3915 loss_class_0: 0.2831 loss_bbox_0: 0.1298 loss_giou_0: 0.4089 loss_class_1: 0.2637 loss_bbox_1: 0.122 loss_giou_1: 0.3988 loss_class_2: 0.2552 loss_bbox_2: 0.1187 loss_giou_2: 0.3942 loss_class_3: 0.2531 loss_bbox_3: 0.1155 loss_giou_3: 0.3895 loss_class_4: 0.2501 loss_bbox_4: 0.1153 loss_giou_4: 0.3908 loss_class_enc: 0.2909 loss_bbox_enc: 0.1428 loss_giou_enc: 0.4362 loss_class_dn: 0.05559 loss_bbox_dn: 0.1523 loss_giou_dn: 0.383 loss_class_dn_0: 0.1041 loss_bbox_dn_0: 0.2389 loss_giou_dn_0: 0.5354 loss_class_dn_1: 0.07457 loss_bbox_dn_1: 0.1753 loss_giou_dn_1: 0.4277 loss_class_dn_2: 0.06345 loss_bbox_dn_2: 0.1578 loss_giou_dn_2: 0.3943 loss_class_dn_3: 0.05958 loss_bbox_dn_3: 0.1534 loss_giou_dn_3: 0.3848 loss_class_dn_4: 0.05675 loss_bbox_dn_4: 0.1524 loss_giou_dn_4: 0.3829 time: 1.1144 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 10:37:37 d2.utils.events]: eta: 2 days, 3:35:24 iter: 56449 total_loss: 9.389 loss_class: 0.2464 loss_bbox: 0.1103 loss_giou: 0.3799 loss_class_0: 0.282 loss_bbox_0: 0.123 loss_giou_0: 0.399 loss_class_1: 0.2611 loss_bbox_1: 0.1155 loss_giou_1: 0.3937 loss_class_2: 0.2526 loss_bbox_2: 0.1124 loss_giou_2: 0.3862 loss_class_3: 0.25 loss_bbox_3: 0.1116 loss_giou_3: 0.3819 loss_class_4: 0.2465 loss_bbox_4: 0.1105 loss_giou_4: 0.3804 loss_class_enc: 0.2914 loss_bbox_enc: 0.133 loss_giou_enc: 0.4257 loss_class_dn: 0.05428 loss_bbox_dn: 0.1507 loss_giou_dn: 0.3806 loss_class_dn_0: 0.1068 loss_bbox_dn_0: 0.2351 loss_giou_dn_0: 0.5301 loss_class_dn_1: 0.07684 loss_bbox_dn_1: 0.1759 loss_giou_dn_1: 0.422 loss_class_dn_2: 0.06414 loss_bbox_dn_2: 0.1566 loss_giou_dn_2: 0.3926 loss_class_dn_3: 0.05936 loss_bbox_dn_3: 0.1517 loss_giou_dn_3: 0.3828 loss_class_dn_4: 0.05555 loss_bbox_dn_4: 0.1506 loss_giou_dn_4: 0.3802 time: 1.1144 data_time: 0.1035 lr: 0.0001 max_mem: 43217M [05/20 10:38:34 d2.utils.events]: eta: 2 days, 3:40:02 iter: 56499 total_loss: 9.312 loss_class: 0.2533 loss_bbox: 0.1131 loss_giou: 0.3714 loss_class_0: 0.2867 loss_bbox_0: 0.1271 loss_giou_0: 0.3899 loss_class_1: 0.2676 loss_bbox_1: 0.1212 loss_giou_1: 0.3809 loss_class_2: 0.26 loss_bbox_2: 0.1164 loss_giou_2: 0.3766 loss_class_3: 0.2562 loss_bbox_3: 0.1146 loss_giou_3: 0.3736 loss_class_4: 0.2519 loss_bbox_4: 0.1139 loss_giou_4: 0.372 loss_class_enc: 0.2966 loss_bbox_enc: 0.1395 loss_giou_enc: 0.418 loss_class_dn: 0.05576 loss_bbox_dn: 0.1585 loss_giou_dn: 0.3744 loss_class_dn_0: 0.1053 loss_bbox_dn_0: 0.2422 loss_giou_dn_0: 0.5159 loss_class_dn_1: 0.07469 loss_bbox_dn_1: 0.183 loss_giou_dn_1: 0.4145 loss_class_dn_2: 0.06276 loss_bbox_dn_2: 0.1639 loss_giou_dn_2: 0.3849 loss_class_dn_3: 0.05857 loss_bbox_dn_3: 0.159 loss_giou_dn_3: 0.3763 loss_class_dn_4: 0.05655 loss_bbox_dn_4: 0.1586 loss_giou_dn_4: 0.3743 time: 1.1144 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 10:39:30 d2.utils.events]: eta: 2 days, 3:39:00 iter: 56549 total_loss: 9.661 loss_class: 0.2572 loss_bbox: 0.113 loss_giou: 0.3973 loss_class_0: 0.291 loss_bbox_0: 0.124 loss_giou_0: 0.4122 loss_class_1: 0.2763 loss_bbox_1: 0.1187 loss_giou_1: 0.408 loss_class_2: 0.2638 loss_bbox_2: 0.1152 loss_giou_2: 0.4007 loss_class_3: 0.2602 loss_bbox_3: 0.1139 loss_giou_3: 0.3989 loss_class_4: 0.2575 loss_bbox_4: 0.1131 loss_giou_4: 0.3978 loss_class_enc: 0.2984 loss_bbox_enc: 0.1377 loss_giou_enc: 0.4456 loss_class_dn: 0.05766 loss_bbox_dn: 0.1551 loss_giou_dn: 0.3936 loss_class_dn_0: 0.1078 loss_bbox_dn_0: 0.2406 loss_giou_dn_0: 0.5384 loss_class_dn_1: 0.07947 loss_bbox_dn_1: 0.1802 loss_giou_dn_1: 0.4334 loss_class_dn_2: 0.06567 loss_bbox_dn_2: 0.1595 loss_giou_dn_2: 0.4052 loss_class_dn_3: 0.06171 loss_bbox_dn_3: 0.1552 loss_giou_dn_3: 0.3957 loss_class_dn_4: 0.05836 loss_bbox_dn_4: 0.1552 loss_giou_dn_4: 0.3934 time: 1.1144 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 10:40:26 d2.utils.events]: eta: 2 days, 3:38:05 iter: 56599 total_loss: 9.327 loss_class: 0.2503 loss_bbox: 0.1096 loss_giou: 0.3843 loss_class_0: 0.2816 loss_bbox_0: 0.1204 loss_giou_0: 0.4081 loss_class_1: 0.263 loss_bbox_1: 0.1143 loss_giou_1: 0.3979 loss_class_2: 0.2584 loss_bbox_2: 0.1123 loss_giou_2: 0.3897 loss_class_3: 0.2553 loss_bbox_3: 0.1097 loss_giou_3: 0.3859 loss_class_4: 0.252 loss_bbox_4: 0.1093 loss_giou_4: 0.3841 loss_class_enc: 0.2939 loss_bbox_enc: 0.1325 loss_giou_enc: 0.4347 loss_class_dn: 0.05482 loss_bbox_dn: 0.1507 loss_giou_dn: 0.3809 loss_class_dn_0: 0.1049 loss_bbox_dn_0: 0.2311 loss_giou_dn_0: 0.5216 loss_class_dn_1: 0.07673 loss_bbox_dn_1: 0.176 loss_giou_dn_1: 0.4219 loss_class_dn_2: 0.06464 loss_bbox_dn_2: 0.1558 loss_giou_dn_2: 0.3915 loss_class_dn_3: 0.05935 loss_bbox_dn_3: 0.1513 loss_giou_dn_3: 0.3825 loss_class_dn_4: 0.0562 loss_bbox_dn_4: 0.1508 loss_giou_dn_4: 0.3805 time: 1.1144 data_time: 0.1020 lr: 0.0001 max_mem: 43217M [05/20 10:41:22 d2.utils.events]: eta: 2 days, 3:38:38 iter: 56649 total_loss: 9.556 loss_class: 0.2572 loss_bbox: 0.1132 loss_giou: 0.3853 loss_class_0: 0.2885 loss_bbox_0: 0.1268 loss_giou_0: 0.4065 loss_class_1: 0.2682 loss_bbox_1: 0.1204 loss_giou_1: 0.3971 loss_class_2: 0.2603 loss_bbox_2: 0.1168 loss_giou_2: 0.3911 loss_class_3: 0.2573 loss_bbox_3: 0.1149 loss_giou_3: 0.3874 loss_class_4: 0.2569 loss_bbox_4: 0.1141 loss_giou_4: 0.3855 loss_class_enc: 0.2983 loss_bbox_enc: 0.1431 loss_giou_enc: 0.4397 loss_class_dn: 0.05457 loss_bbox_dn: 0.1512 loss_giou_dn: 0.3894 loss_class_dn_0: 0.1084 loss_bbox_dn_0: 0.2363 loss_giou_dn_0: 0.5322 loss_class_dn_1: 0.07863 loss_bbox_dn_1: 0.1749 loss_giou_dn_1: 0.4293 loss_class_dn_2: 0.06561 loss_bbox_dn_2: 0.1549 loss_giou_dn_2: 0.4011 loss_class_dn_3: 0.06077 loss_bbox_dn_3: 0.1518 loss_giou_dn_3: 0.3913 loss_class_dn_4: 0.05676 loss_bbox_dn_4: 0.1514 loss_giou_dn_4: 0.3892 time: 1.1144 data_time: 0.1051 lr: 0.0001 max_mem: 43217M [05/20 10:42:18 d2.utils.events]: eta: 2 days, 3:38:04 iter: 56699 total_loss: 9.498 loss_class: 0.252 loss_bbox: 0.1127 loss_giou: 0.3901 loss_class_0: 0.2847 loss_bbox_0: 0.1249 loss_giou_0: 0.4067 loss_class_1: 0.2633 loss_bbox_1: 0.1195 loss_giou_1: 0.4049 loss_class_2: 0.2582 loss_bbox_2: 0.1143 loss_giou_2: 0.3965 loss_class_3: 0.2549 loss_bbox_3: 0.1125 loss_giou_3: 0.392 loss_class_4: 0.2526 loss_bbox_4: 0.1129 loss_giou_4: 0.3898 loss_class_enc: 0.2906 loss_bbox_enc: 0.1389 loss_giou_enc: 0.4394 loss_class_dn: 0.055 loss_bbox_dn: 0.1594 loss_giou_dn: 0.3863 loss_class_dn_0: 0.1058 loss_bbox_dn_0: 0.2406 loss_giou_dn_0: 0.5263 loss_class_dn_1: 0.07627 loss_bbox_dn_1: 0.1836 loss_giou_dn_1: 0.4259 loss_class_dn_2: 0.06428 loss_bbox_dn_2: 0.1641 loss_giou_dn_2: 0.3972 loss_class_dn_3: 0.06058 loss_bbox_dn_3: 0.1607 loss_giou_dn_3: 0.3886 loss_class_dn_4: 0.05636 loss_bbox_dn_4: 0.1596 loss_giou_dn_4: 0.3863 time: 1.1144 data_time: 0.1014 lr: 0.0001 max_mem: 43217M [05/20 10:43:13 d2.utils.events]: eta: 2 days, 3:37:47 iter: 56749 total_loss: 9.164 loss_class: 0.2413 loss_bbox: 0.1087 loss_giou: 0.3889 loss_class_0: 0.2784 loss_bbox_0: 0.1202 loss_giou_0: 0.4081 loss_class_1: 0.2554 loss_bbox_1: 0.1159 loss_giou_1: 0.4009 loss_class_2: 0.2468 loss_bbox_2: 0.1123 loss_giou_2: 0.3952 loss_class_3: 0.2435 loss_bbox_3: 0.1097 loss_giou_3: 0.3907 loss_class_4: 0.2419 loss_bbox_4: 0.1086 loss_giou_4: 0.3897 loss_class_enc: 0.291 loss_bbox_enc: 0.1328 loss_giou_enc: 0.4387 loss_class_dn: 0.05072 loss_bbox_dn: 0.1442 loss_giou_dn: 0.3822 loss_class_dn_0: 0.1022 loss_bbox_dn_0: 0.2227 loss_giou_dn_0: 0.5261 loss_class_dn_1: 0.07347 loss_bbox_dn_1: 0.1642 loss_giou_dn_1: 0.4223 loss_class_dn_2: 0.06029 loss_bbox_dn_2: 0.149 loss_giou_dn_2: 0.3937 loss_class_dn_3: 0.05591 loss_bbox_dn_3: 0.1452 loss_giou_dn_3: 0.3845 loss_class_dn_4: 0.05149 loss_bbox_dn_4: 0.1444 loss_giou_dn_4: 0.382 time: 1.1144 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 10:44:10 d2.utils.events]: eta: 2 days, 3:38:11 iter: 56799 total_loss: 9.404 loss_class: 0.2529 loss_bbox: 0.1108 loss_giou: 0.3797 loss_class_0: 0.2893 loss_bbox_0: 0.1212 loss_giou_0: 0.4062 loss_class_1: 0.2691 loss_bbox_1: 0.1181 loss_giou_1: 0.392 loss_class_2: 0.2607 loss_bbox_2: 0.1136 loss_giou_2: 0.3857 loss_class_3: 0.2563 loss_bbox_3: 0.1115 loss_giou_3: 0.3804 loss_class_4: 0.254 loss_bbox_4: 0.1112 loss_giou_4: 0.3791 loss_class_enc: 0.2988 loss_bbox_enc: 0.1344 loss_giou_enc: 0.4318 loss_class_dn: 0.05454 loss_bbox_dn: 0.149 loss_giou_dn: 0.3745 loss_class_dn_0: 0.1055 loss_bbox_dn_0: 0.2266 loss_giou_dn_0: 0.5222 loss_class_dn_1: 0.0763 loss_bbox_dn_1: 0.1698 loss_giou_dn_1: 0.4189 loss_class_dn_2: 0.06262 loss_bbox_dn_2: 0.154 loss_giou_dn_2: 0.3873 loss_class_dn_3: 0.05771 loss_bbox_dn_3: 0.1502 loss_giou_dn_3: 0.3776 loss_class_dn_4: 0.05537 loss_bbox_dn_4: 0.1489 loss_giou_dn_4: 0.3745 time: 1.1144 data_time: 0.0973 lr: 0.0001 max_mem: 43217M [05/20 10:45:06 d2.utils.events]: eta: 2 days, 3:37:43 iter: 56849 total_loss: 9.244 loss_class: 0.2516 loss_bbox: 0.1092 loss_giou: 0.3865 loss_class_0: 0.287 loss_bbox_0: 0.1208 loss_giou_0: 0.4071 loss_class_1: 0.2692 loss_bbox_1: 0.1145 loss_giou_1: 0.3976 loss_class_2: 0.2589 loss_bbox_2: 0.1112 loss_giou_2: 0.3915 loss_class_3: 0.2557 loss_bbox_3: 0.1082 loss_giou_3: 0.3877 loss_class_4: 0.2515 loss_bbox_4: 0.1092 loss_giou_4: 0.3865 loss_class_enc: 0.2972 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4394 loss_class_dn: 0.05526 loss_bbox_dn: 0.1487 loss_giou_dn: 0.3768 loss_class_dn_0: 0.105 loss_bbox_dn_0: 0.2249 loss_giou_dn_0: 0.5171 loss_class_dn_1: 0.0759 loss_bbox_dn_1: 0.1704 loss_giou_dn_1: 0.416 loss_class_dn_2: 0.06466 loss_bbox_dn_2: 0.1535 loss_giou_dn_2: 0.3878 loss_class_dn_3: 0.0596 loss_bbox_dn_3: 0.1495 loss_giou_dn_3: 0.3791 loss_class_dn_4: 0.05693 loss_bbox_dn_4: 0.149 loss_giou_dn_4: 0.3768 time: 1.1144 data_time: 0.1066 lr: 0.0001 max_mem: 43217M [05/20 10:46:02 d2.utils.events]: eta: 2 days, 3:36:48 iter: 56899 total_loss: 9.548 loss_class: 0.2546 loss_bbox: 0.1119 loss_giou: 0.398 loss_class_0: 0.2915 loss_bbox_0: 0.1258 loss_giou_0: 0.4162 loss_class_1: 0.2705 loss_bbox_1: 0.1181 loss_giou_1: 0.4094 loss_class_2: 0.2619 loss_bbox_2: 0.1143 loss_giou_2: 0.4055 loss_class_3: 0.2594 loss_bbox_3: 0.1125 loss_giou_3: 0.399 loss_class_4: 0.2554 loss_bbox_4: 0.1119 loss_giou_4: 0.3974 loss_class_enc: 0.3014 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4418 loss_class_dn: 0.05592 loss_bbox_dn: 0.1521 loss_giou_dn: 0.3891 loss_class_dn_0: 0.1059 loss_bbox_dn_0: 0.2332 loss_giou_dn_0: 0.5375 loss_class_dn_1: 0.07763 loss_bbox_dn_1: 0.1739 loss_giou_dn_1: 0.4325 loss_class_dn_2: 0.06479 loss_bbox_dn_2: 0.1571 loss_giou_dn_2: 0.4022 loss_class_dn_3: 0.06127 loss_bbox_dn_3: 0.1531 loss_giou_dn_3: 0.3916 loss_class_dn_4: 0.05725 loss_bbox_dn_4: 0.1522 loss_giou_dn_4: 0.389 time: 1.1145 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 10:46:58 d2.utils.events]: eta: 2 days, 3:31:42 iter: 56949 total_loss: 9.473 loss_class: 0.2597 loss_bbox: 0.1112 loss_giou: 0.3791 loss_class_0: 0.2929 loss_bbox_0: 0.1251 loss_giou_0: 0.3989 loss_class_1: 0.2776 loss_bbox_1: 0.1193 loss_giou_1: 0.3878 loss_class_2: 0.2654 loss_bbox_2: 0.1133 loss_giou_2: 0.3822 loss_class_3: 0.2636 loss_bbox_3: 0.1118 loss_giou_3: 0.3789 loss_class_4: 0.2611 loss_bbox_4: 0.1115 loss_giou_4: 0.3775 loss_class_enc: 0.3042 loss_bbox_enc: 0.1403 loss_giou_enc: 0.4328 loss_class_dn: 0.05646 loss_bbox_dn: 0.1602 loss_giou_dn: 0.3754 loss_class_dn_0: 0.1081 loss_bbox_dn_0: 0.2445 loss_giou_dn_0: 0.5258 loss_class_dn_1: 0.07898 loss_bbox_dn_1: 0.1845 loss_giou_dn_1: 0.4205 loss_class_dn_2: 0.06577 loss_bbox_dn_2: 0.1656 loss_giou_dn_2: 0.3885 loss_class_dn_3: 0.06169 loss_bbox_dn_3: 0.1613 loss_giou_dn_3: 0.3781 loss_class_dn_4: 0.05832 loss_bbox_dn_4: 0.1603 loss_giou_dn_4: 0.3755 time: 1.1145 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/20 10:47:55 d2.utils.events]: eta: 2 days, 3:30:46 iter: 56999 total_loss: 9.519 loss_class: 0.2622 loss_bbox: 0.1161 loss_giou: 0.3912 loss_class_0: 0.2933 loss_bbox_0: 0.1256 loss_giou_0: 0.4131 loss_class_1: 0.2776 loss_bbox_1: 0.1204 loss_giou_1: 0.406 loss_class_2: 0.2676 loss_bbox_2: 0.119 loss_giou_2: 0.3985 loss_class_3: 0.2644 loss_bbox_3: 0.1168 loss_giou_3: 0.3961 loss_class_4: 0.2624 loss_bbox_4: 0.1162 loss_giou_4: 0.3937 loss_class_enc: 0.2997 loss_bbox_enc: 0.1388 loss_giou_enc: 0.4438 loss_class_dn: 0.05584 loss_bbox_dn: 0.1479 loss_giou_dn: 0.3855 loss_class_dn_0: 0.1075 loss_bbox_dn_0: 0.2304 loss_giou_dn_0: 0.5373 loss_class_dn_1: 0.07628 loss_bbox_dn_1: 0.1691 loss_giou_dn_1: 0.4282 loss_class_dn_2: 0.06427 loss_bbox_dn_2: 0.1536 loss_giou_dn_2: 0.397 loss_class_dn_3: 0.06051 loss_bbox_dn_3: 0.1494 loss_giou_dn_3: 0.3876 loss_class_dn_4: 0.05686 loss_bbox_dn_4: 0.148 loss_giou_dn_4: 0.3855 time: 1.1144 data_time: 0.1034 lr: 0.0001 max_mem: 43217M [05/20 10:48:51 d2.utils.events]: eta: 2 days, 3:29:27 iter: 57049 total_loss: 9.51 loss_class: 0.255 loss_bbox: 0.1146 loss_giou: 0.3845 loss_class_0: 0.2908 loss_bbox_0: 0.1243 loss_giou_0: 0.405 loss_class_1: 0.2708 loss_bbox_1: 0.1204 loss_giou_1: 0.3988 loss_class_2: 0.2617 loss_bbox_2: 0.1176 loss_giou_2: 0.3922 loss_class_3: 0.2617 loss_bbox_3: 0.1151 loss_giou_3: 0.3885 loss_class_4: 0.2571 loss_bbox_4: 0.115 loss_giou_4: 0.3851 loss_class_enc: 0.2999 loss_bbox_enc: 0.1402 loss_giou_enc: 0.4363 loss_class_dn: 0.05671 loss_bbox_dn: 0.1563 loss_giou_dn: 0.3779 loss_class_dn_0: 0.1085 loss_bbox_dn_0: 0.2363 loss_giou_dn_0: 0.525 loss_class_dn_1: 0.07827 loss_bbox_dn_1: 0.1779 loss_giou_dn_1: 0.4202 loss_class_dn_2: 0.06628 loss_bbox_dn_2: 0.161 loss_giou_dn_2: 0.3901 loss_class_dn_3: 0.06115 loss_bbox_dn_3: 0.1575 loss_giou_dn_3: 0.3804 loss_class_dn_4: 0.05848 loss_bbox_dn_4: 0.1563 loss_giou_dn_4: 0.378 time: 1.1144 data_time: 0.0913 lr: 0.0001 max_mem: 43217M [05/20 10:49:47 d2.utils.events]: eta: 2 days, 3:29:17 iter: 57099 total_loss: 9.572 loss_class: 0.2564 loss_bbox: 0.1125 loss_giou: 0.3864 loss_class_0: 0.2885 loss_bbox_0: 0.123 loss_giou_0: 0.4077 loss_class_1: 0.2689 loss_bbox_1: 0.1174 loss_giou_1: 0.4006 loss_class_2: 0.2628 loss_bbox_2: 0.1145 loss_giou_2: 0.3932 loss_class_3: 0.2615 loss_bbox_3: 0.1139 loss_giou_3: 0.3883 loss_class_4: 0.2585 loss_bbox_4: 0.1139 loss_giou_4: 0.3872 loss_class_enc: 0.2978 loss_bbox_enc: 0.1343 loss_giou_enc: 0.4367 loss_class_dn: 0.05594 loss_bbox_dn: 0.1507 loss_giou_dn: 0.385 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2268 loss_giou_dn_0: 0.5316 loss_class_dn_1: 0.07725 loss_bbox_dn_1: 0.1736 loss_giou_dn_1: 0.4284 loss_class_dn_2: 0.06398 loss_bbox_dn_2: 0.1552 loss_giou_dn_2: 0.3963 loss_class_dn_3: 0.05927 loss_bbox_dn_3: 0.1516 loss_giou_dn_3: 0.3875 loss_class_dn_4: 0.05696 loss_bbox_dn_4: 0.1507 loss_giou_dn_4: 0.3849 time: 1.1144 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 10:50:43 d2.utils.events]: eta: 2 days, 3:30:19 iter: 57149 total_loss: 9.288 loss_class: 0.2486 loss_bbox: 0.1114 loss_giou: 0.3779 loss_class_0: 0.2838 loss_bbox_0: 0.1227 loss_giou_0: 0.4013 loss_class_1: 0.2647 loss_bbox_1: 0.1178 loss_giou_1: 0.39 loss_class_2: 0.255 loss_bbox_2: 0.1143 loss_giou_2: 0.3813 loss_class_3: 0.2527 loss_bbox_3: 0.1123 loss_giou_3: 0.3791 loss_class_4: 0.2497 loss_bbox_4: 0.1111 loss_giou_4: 0.3783 loss_class_enc: 0.297 loss_bbox_enc: 0.1364 loss_giou_enc: 0.4237 loss_class_dn: 0.05341 loss_bbox_dn: 0.1524 loss_giou_dn: 0.3697 loss_class_dn_0: 0.1065 loss_bbox_dn_0: 0.2341 loss_giou_dn_0: 0.519 loss_class_dn_1: 0.07655 loss_bbox_dn_1: 0.1745 loss_giou_dn_1: 0.4141 loss_class_dn_2: 0.06356 loss_bbox_dn_2: 0.1568 loss_giou_dn_2: 0.3821 loss_class_dn_3: 0.05912 loss_bbox_dn_3: 0.1531 loss_giou_dn_3: 0.3728 loss_class_dn_4: 0.05484 loss_bbox_dn_4: 0.1525 loss_giou_dn_4: 0.3697 time: 1.1144 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 10:51:39 d2.utils.events]: eta: 2 days, 3:30:40 iter: 57199 total_loss: 9.203 loss_class: 0.2478 loss_bbox: 0.1107 loss_giou: 0.3708 loss_class_0: 0.2821 loss_bbox_0: 0.1168 loss_giou_0: 0.3876 loss_class_1: 0.2659 loss_bbox_1: 0.1153 loss_giou_1: 0.3796 loss_class_2: 0.2534 loss_bbox_2: 0.1133 loss_giou_2: 0.3761 loss_class_3: 0.2518 loss_bbox_3: 0.1115 loss_giou_3: 0.3727 loss_class_4: 0.2487 loss_bbox_4: 0.1105 loss_giou_4: 0.3713 loss_class_enc: 0.2922 loss_bbox_enc: 0.1351 loss_giou_enc: 0.4196 loss_class_dn: 0.05419 loss_bbox_dn: 0.1538 loss_giou_dn: 0.3708 loss_class_dn_0: 0.107 loss_bbox_dn_0: 0.2348 loss_giou_dn_0: 0.5159 loss_class_dn_1: 0.07654 loss_bbox_dn_1: 0.1778 loss_giou_dn_1: 0.4102 loss_class_dn_2: 0.06492 loss_bbox_dn_2: 0.1595 loss_giou_dn_2: 0.381 loss_class_dn_3: 0.05996 loss_bbox_dn_3: 0.155 loss_giou_dn_3: 0.3736 loss_class_dn_4: 0.05509 loss_bbox_dn_4: 0.1539 loss_giou_dn_4: 0.3706 time: 1.1144 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 10:52:35 d2.utils.events]: eta: 2 days, 3:29:45 iter: 57249 total_loss: 9.361 loss_class: 0.2512 loss_bbox: 0.1092 loss_giou: 0.3654 loss_class_0: 0.2828 loss_bbox_0: 0.1198 loss_giou_0: 0.3871 loss_class_1: 0.2657 loss_bbox_1: 0.1161 loss_giou_1: 0.3777 loss_class_2: 0.2563 loss_bbox_2: 0.1115 loss_giou_2: 0.3684 loss_class_3: 0.2537 loss_bbox_3: 0.1096 loss_giou_3: 0.3657 loss_class_4: 0.2514 loss_bbox_4: 0.1089 loss_giou_4: 0.3654 loss_class_enc: 0.2956 loss_bbox_enc: 0.132 loss_giou_enc: 0.4151 loss_class_dn: 0.05472 loss_bbox_dn: 0.1496 loss_giou_dn: 0.3678 loss_class_dn_0: 0.1069 loss_bbox_dn_0: 0.2319 loss_giou_dn_0: 0.5152 loss_class_dn_1: 0.07783 loss_bbox_dn_1: 0.1726 loss_giou_dn_1: 0.4118 loss_class_dn_2: 0.06494 loss_bbox_dn_2: 0.1554 loss_giou_dn_2: 0.3788 loss_class_dn_3: 0.06061 loss_bbox_dn_3: 0.1509 loss_giou_dn_3: 0.3705 loss_class_dn_4: 0.056 loss_bbox_dn_4: 0.1497 loss_giou_dn_4: 0.3676 time: 1.1145 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 10:53:32 d2.utils.events]: eta: 2 days, 3:29:26 iter: 57299 total_loss: 9.47 loss_class: 0.2599 loss_bbox: 0.1142 loss_giou: 0.3827 loss_class_0: 0.2905 loss_bbox_0: 0.1269 loss_giou_0: 0.4055 loss_class_1: 0.2701 loss_bbox_1: 0.1218 loss_giou_1: 0.395 loss_class_2: 0.2634 loss_bbox_2: 0.1171 loss_giou_2: 0.3868 loss_class_3: 0.2623 loss_bbox_3: 0.1159 loss_giou_3: 0.3852 loss_class_4: 0.2613 loss_bbox_4: 0.1146 loss_giou_4: 0.3834 loss_class_enc: 0.2994 loss_bbox_enc: 0.1382 loss_giou_enc: 0.4351 loss_class_dn: 0.05941 loss_bbox_dn: 0.1536 loss_giou_dn: 0.387 loss_class_dn_0: 0.1089 loss_bbox_dn_0: 0.2402 loss_giou_dn_0: 0.5349 loss_class_dn_1: 0.07989 loss_bbox_dn_1: 0.179 loss_giou_dn_1: 0.4297 loss_class_dn_2: 0.06807 loss_bbox_dn_2: 0.16 loss_giou_dn_2: 0.3995 loss_class_dn_3: 0.06381 loss_bbox_dn_3: 0.1548 loss_giou_dn_3: 0.3894 loss_class_dn_4: 0.06045 loss_bbox_dn_4: 0.1536 loss_giou_dn_4: 0.3869 time: 1.1145 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 10:54:28 d2.utils.events]: eta: 2 days, 3:28:51 iter: 57349 total_loss: 9.497 loss_class: 0.2546 loss_bbox: 0.1129 loss_giou: 0.3788 loss_class_0: 0.2925 loss_bbox_0: 0.1235 loss_giou_0: 0.4013 loss_class_1: 0.2711 loss_bbox_1: 0.1181 loss_giou_1: 0.3903 loss_class_2: 0.2626 loss_bbox_2: 0.1144 loss_giou_2: 0.3837 loss_class_3: 0.2602 loss_bbox_3: 0.1122 loss_giou_3: 0.3799 loss_class_4: 0.2558 loss_bbox_4: 0.1125 loss_giou_4: 0.379 loss_class_enc: 0.3006 loss_bbox_enc: 0.1371 loss_giou_enc: 0.4316 loss_class_dn: 0.05672 loss_bbox_dn: 0.1528 loss_giou_dn: 0.3894 loss_class_dn_0: 0.1072 loss_bbox_dn_0: 0.2326 loss_giou_dn_0: 0.5319 loss_class_dn_1: 0.07696 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4289 loss_class_dn_2: 0.06426 loss_bbox_dn_2: 0.1561 loss_giou_dn_2: 0.4006 loss_class_dn_3: 0.06003 loss_bbox_dn_3: 0.153 loss_giou_dn_3: 0.3918 loss_class_dn_4: 0.05744 loss_bbox_dn_4: 0.1529 loss_giou_dn_4: 0.3893 time: 1.1145 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 10:55:25 d2.utils.events]: eta: 2 days, 3:30:31 iter: 57399 total_loss: 9.556 loss_class: 0.2588 loss_bbox: 0.1076 loss_giou: 0.3949 loss_class_0: 0.292 loss_bbox_0: 0.1212 loss_giou_0: 0.4172 loss_class_1: 0.2714 loss_bbox_1: 0.1167 loss_giou_1: 0.4065 loss_class_2: 0.2628 loss_bbox_2: 0.1111 loss_giou_2: 0.4025 loss_class_3: 0.2611 loss_bbox_3: 0.1094 loss_giou_3: 0.3951 loss_class_4: 0.2591 loss_bbox_4: 0.1079 loss_giou_4: 0.3942 loss_class_enc: 0.2979 loss_bbox_enc: 0.1359 loss_giou_enc: 0.4437 loss_class_dn: 0.05707 loss_bbox_dn: 0.1492 loss_giou_dn: 0.3882 loss_class_dn_0: 0.1086 loss_bbox_dn_0: 0.231 loss_giou_dn_0: 0.5362 loss_class_dn_1: 0.07903 loss_bbox_dn_1: 0.1712 loss_giou_dn_1: 0.4319 loss_class_dn_2: 0.06645 loss_bbox_dn_2: 0.1543 loss_giou_dn_2: 0.4006 loss_class_dn_3: 0.06252 loss_bbox_dn_3: 0.1502 loss_giou_dn_3: 0.3908 loss_class_dn_4: 0.05808 loss_bbox_dn_4: 0.1493 loss_giou_dn_4: 0.3881 time: 1.1145 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/20 10:56:22 d2.utils.events]: eta: 2 days, 3:33:10 iter: 57449 total_loss: 9.335 loss_class: 0.2506 loss_bbox: 0.1107 loss_giou: 0.3838 loss_class_0: 0.2857 loss_bbox_0: 0.1238 loss_giou_0: 0.4041 loss_class_1: 0.2662 loss_bbox_1: 0.1181 loss_giou_1: 0.3981 loss_class_2: 0.2572 loss_bbox_2: 0.1135 loss_giou_2: 0.3887 loss_class_3: 0.2537 loss_bbox_3: 0.1115 loss_giou_3: 0.387 loss_class_4: 0.2511 loss_bbox_4: 0.1103 loss_giou_4: 0.3846 loss_class_enc: 0.2966 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4359 loss_class_dn: 0.0575 loss_bbox_dn: 0.1484 loss_giou_dn: 0.3765 loss_class_dn_0: 0.1059 loss_bbox_dn_0: 0.2285 loss_giou_dn_0: 0.5228 loss_class_dn_1: 0.07631 loss_bbox_dn_1: 0.1729 loss_giou_dn_1: 0.4167 loss_class_dn_2: 0.06445 loss_bbox_dn_2: 0.1544 loss_giou_dn_2: 0.3869 loss_class_dn_3: 0.06017 loss_bbox_dn_3: 0.1495 loss_giou_dn_3: 0.3784 loss_class_dn_4: 0.05823 loss_bbox_dn_4: 0.1484 loss_giou_dn_4: 0.3765 time: 1.1145 data_time: 0.0929 lr: 0.0001 max_mem: 43217M [05/20 10:57:18 d2.utils.events]: eta: 2 days, 3:29:52 iter: 57499 total_loss: 9.483 loss_class: 0.2557 loss_bbox: 0.1148 loss_giou: 0.3814 loss_class_0: 0.2894 loss_bbox_0: 0.1233 loss_giou_0: 0.4089 loss_class_1: 0.2699 loss_bbox_1: 0.1177 loss_giou_1: 0.3955 loss_class_2: 0.2613 loss_bbox_2: 0.1172 loss_giou_2: 0.3862 loss_class_3: 0.2604 loss_bbox_3: 0.1143 loss_giou_3: 0.3835 loss_class_4: 0.2562 loss_bbox_4: 0.1146 loss_giou_4: 0.381 loss_class_enc: 0.2994 loss_bbox_enc: 0.1366 loss_giou_enc: 0.4376 loss_class_dn: 0.05428 loss_bbox_dn: 0.1515 loss_giou_dn: 0.3819 loss_class_dn_0: 0.1054 loss_bbox_dn_0: 0.2289 loss_giou_dn_0: 0.5276 loss_class_dn_1: 0.07637 loss_bbox_dn_1: 0.1734 loss_giou_dn_1: 0.4255 loss_class_dn_2: 0.06345 loss_bbox_dn_2: 0.1564 loss_giou_dn_2: 0.3939 loss_class_dn_3: 0.05908 loss_bbox_dn_3: 0.1525 loss_giou_dn_3: 0.3837 loss_class_dn_4: 0.05556 loss_bbox_dn_4: 0.1517 loss_giou_dn_4: 0.3819 time: 1.1145 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 10:58:14 d2.utils.events]: eta: 2 days, 3:28:57 iter: 57549 total_loss: 9.287 loss_class: 0.2504 loss_bbox: 0.1133 loss_giou: 0.3809 loss_class_0: 0.2873 loss_bbox_0: 0.1237 loss_giou_0: 0.3996 loss_class_1: 0.2668 loss_bbox_1: 0.1188 loss_giou_1: 0.3916 loss_class_2: 0.2575 loss_bbox_2: 0.1144 loss_giou_2: 0.383 loss_class_3: 0.2534 loss_bbox_3: 0.1129 loss_giou_3: 0.3815 loss_class_4: 0.2514 loss_bbox_4: 0.1129 loss_giou_4: 0.3803 loss_class_enc: 0.2962 loss_bbox_enc: 0.1343 loss_giou_enc: 0.4272 loss_class_dn: 0.057 loss_bbox_dn: 0.1535 loss_giou_dn: 0.3734 loss_class_dn_0: 0.1069 loss_bbox_dn_0: 0.2329 loss_giou_dn_0: 0.5176 loss_class_dn_1: 0.07526 loss_bbox_dn_1: 0.1766 loss_giou_dn_1: 0.4133 loss_class_dn_2: 0.06378 loss_bbox_dn_2: 0.1594 loss_giou_dn_2: 0.3854 loss_class_dn_3: 0.0601 loss_bbox_dn_3: 0.1552 loss_giou_dn_3: 0.3756 loss_class_dn_4: 0.05766 loss_bbox_dn_4: 0.1534 loss_giou_dn_4: 0.3732 time: 1.1145 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 10:59:09 d2.utils.events]: eta: 2 days, 3:28:01 iter: 57599 total_loss: 9.618 loss_class: 0.256 loss_bbox: 0.1122 loss_giou: 0.3777 loss_class_0: 0.2929 loss_bbox_0: 0.1249 loss_giou_0: 0.4023 loss_class_1: 0.2705 loss_bbox_1: 0.1201 loss_giou_1: 0.3928 loss_class_2: 0.2626 loss_bbox_2: 0.115 loss_giou_2: 0.3855 loss_class_3: 0.2613 loss_bbox_3: 0.1134 loss_giou_3: 0.38 loss_class_4: 0.2586 loss_bbox_4: 0.1118 loss_giou_4: 0.3779 loss_class_enc: 0.302 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4315 loss_class_dn: 0.05816 loss_bbox_dn: 0.1572 loss_giou_dn: 0.3851 loss_class_dn_0: 0.1078 loss_bbox_dn_0: 0.241 loss_giou_dn_0: 0.5323 loss_class_dn_1: 0.07901 loss_bbox_dn_1: 0.1829 loss_giou_dn_1: 0.428 loss_class_dn_2: 0.06714 loss_bbox_dn_2: 0.1624 loss_giou_dn_2: 0.3962 loss_class_dn_3: 0.06292 loss_bbox_dn_3: 0.158 loss_giou_dn_3: 0.3872 loss_class_dn_4: 0.05914 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.3851 time: 1.1145 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 11:00:05 d2.utils.events]: eta: 2 days, 3:27:03 iter: 57649 total_loss: 9.323 loss_class: 0.2474 loss_bbox: 0.1113 loss_giou: 0.374 loss_class_0: 0.2778 loss_bbox_0: 0.1228 loss_giou_0: 0.3928 loss_class_1: 0.2613 loss_bbox_1: 0.1177 loss_giou_1: 0.387 loss_class_2: 0.254 loss_bbox_2: 0.1137 loss_giou_2: 0.3801 loss_class_3: 0.2502 loss_bbox_3: 0.112 loss_giou_3: 0.375 loss_class_4: 0.2489 loss_bbox_4: 0.1113 loss_giou_4: 0.3738 loss_class_enc: 0.2884 loss_bbox_enc: 0.1366 loss_giou_enc: 0.4243 loss_class_dn: 0.05606 loss_bbox_dn: 0.1513 loss_giou_dn: 0.3753 loss_class_dn_0: 0.1057 loss_bbox_dn_0: 0.2317 loss_giou_dn_0: 0.5241 loss_class_dn_1: 0.07749 loss_bbox_dn_1: 0.1746 loss_giou_dn_1: 0.4177 loss_class_dn_2: 0.06479 loss_bbox_dn_2: 0.1567 loss_giou_dn_2: 0.3869 loss_class_dn_3: 0.06177 loss_bbox_dn_3: 0.1524 loss_giou_dn_3: 0.3775 loss_class_dn_4: 0.05756 loss_bbox_dn_4: 0.1515 loss_giou_dn_4: 0.3752 time: 1.1145 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/20 11:01:01 d2.utils.events]: eta: 2 days, 3:26:07 iter: 57699 total_loss: 9.43 loss_class: 0.2515 loss_bbox: 0.1124 loss_giou: 0.3788 loss_class_0: 0.2871 loss_bbox_0: 0.1235 loss_giou_0: 0.3998 loss_class_1: 0.267 loss_bbox_1: 0.1193 loss_giou_1: 0.3912 loss_class_2: 0.2587 loss_bbox_2: 0.1141 loss_giou_2: 0.386 loss_class_3: 0.2565 loss_bbox_3: 0.1135 loss_giou_3: 0.3822 loss_class_4: 0.2522 loss_bbox_4: 0.1133 loss_giou_4: 0.3796 loss_class_enc: 0.2968 loss_bbox_enc: 0.1347 loss_giou_enc: 0.427 loss_class_dn: 0.05822 loss_bbox_dn: 0.1489 loss_giou_dn: 0.3788 loss_class_dn_0: 0.1082 loss_bbox_dn_0: 0.2295 loss_giou_dn_0: 0.5274 loss_class_dn_1: 0.07634 loss_bbox_dn_1: 0.1709 loss_giou_dn_1: 0.4218 loss_class_dn_2: 0.06497 loss_bbox_dn_2: 0.1541 loss_giou_dn_2: 0.3893 loss_class_dn_3: 0.06051 loss_bbox_dn_3: 0.1499 loss_giou_dn_3: 0.381 loss_class_dn_4: 0.05838 loss_bbox_dn_4: 0.1487 loss_giou_dn_4: 0.3785 time: 1.1145 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 11:01:58 d2.utils.events]: eta: 2 days, 3:25:53 iter: 57749 total_loss: 9.384 loss_class: 0.2503 loss_bbox: 0.1107 loss_giou: 0.3849 loss_class_0: 0.2879 loss_bbox_0: 0.1226 loss_giou_0: 0.4053 loss_class_1: 0.2682 loss_bbox_1: 0.1189 loss_giou_1: 0.396 loss_class_2: 0.2577 loss_bbox_2: 0.1138 loss_giou_2: 0.3917 loss_class_3: 0.2551 loss_bbox_3: 0.1113 loss_giou_3: 0.3865 loss_class_4: 0.251 loss_bbox_4: 0.1106 loss_giou_4: 0.3852 loss_class_enc: 0.2958 loss_bbox_enc: 0.1381 loss_giou_enc: 0.4332 loss_class_dn: 0.05541 loss_bbox_dn: 0.1495 loss_giou_dn: 0.3818 loss_class_dn_0: 0.1068 loss_bbox_dn_0: 0.2318 loss_giou_dn_0: 0.5263 loss_class_dn_1: 0.07554 loss_bbox_dn_1: 0.1746 loss_giou_dn_1: 0.4211 loss_class_dn_2: 0.06486 loss_bbox_dn_2: 0.1545 loss_giou_dn_2: 0.3918 loss_class_dn_3: 0.06093 loss_bbox_dn_3: 0.1506 loss_giou_dn_3: 0.3839 loss_class_dn_4: 0.05655 loss_bbox_dn_4: 0.1494 loss_giou_dn_4: 0.3817 time: 1.1145 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 11:02:54 d2.utils.events]: eta: 2 days, 3:24:16 iter: 57799 total_loss: 9.476 loss_class: 0.2608 loss_bbox: 0.1152 loss_giou: 0.3752 loss_class_0: 0.2925 loss_bbox_0: 0.1276 loss_giou_0: 0.3977 loss_class_1: 0.2767 loss_bbox_1: 0.1217 loss_giou_1: 0.3856 loss_class_2: 0.2652 loss_bbox_2: 0.118 loss_giou_2: 0.38 loss_class_3: 0.2651 loss_bbox_3: 0.1155 loss_giou_3: 0.3747 loss_class_4: 0.2625 loss_bbox_4: 0.115 loss_giou_4: 0.3738 loss_class_enc: 0.3063 loss_bbox_enc: 0.1486 loss_giou_enc: 0.4387 loss_class_dn: 0.05481 loss_bbox_dn: 0.1569 loss_giou_dn: 0.3755 loss_class_dn_0: 0.1055 loss_bbox_dn_0: 0.243 loss_giou_dn_0: 0.5264 loss_class_dn_1: 0.0756 loss_bbox_dn_1: 0.1778 loss_giou_dn_1: 0.4172 loss_class_dn_2: 0.0637 loss_bbox_dn_2: 0.1617 loss_giou_dn_2: 0.3865 loss_class_dn_3: 0.05933 loss_bbox_dn_3: 0.1577 loss_giou_dn_3: 0.378 loss_class_dn_4: 0.05559 loss_bbox_dn_4: 0.157 loss_giou_dn_4: 0.3754 time: 1.1145 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 11:03:50 d2.utils.events]: eta: 2 days, 3:21:38 iter: 57849 total_loss: 9.255 loss_class: 0.2462 loss_bbox: 0.107 loss_giou: 0.38 loss_class_0: 0.2821 loss_bbox_0: 0.1168 loss_giou_0: 0.3997 loss_class_1: 0.2628 loss_bbox_1: 0.1134 loss_giou_1: 0.3892 loss_class_2: 0.2531 loss_bbox_2: 0.1107 loss_giou_2: 0.3857 loss_class_3: 0.2516 loss_bbox_3: 0.1084 loss_giou_3: 0.3807 loss_class_4: 0.2472 loss_bbox_4: 0.1071 loss_giou_4: 0.3809 loss_class_enc: 0.2914 loss_bbox_enc: 0.1324 loss_giou_enc: 0.4299 loss_class_dn: 0.05286 loss_bbox_dn: 0.146 loss_giou_dn: 0.371 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2315 loss_giou_dn_0: 0.5195 loss_class_dn_1: 0.07554 loss_bbox_dn_1: 0.1696 loss_giou_dn_1: 0.4141 loss_class_dn_2: 0.06369 loss_bbox_dn_2: 0.1509 loss_giou_dn_2: 0.3838 loss_class_dn_3: 0.05907 loss_bbox_dn_3: 0.1469 loss_giou_dn_3: 0.3736 loss_class_dn_4: 0.05389 loss_bbox_dn_4: 0.146 loss_giou_dn_4: 0.371 time: 1.1145 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 11:04:46 d2.utils.events]: eta: 2 days, 3:20:29 iter: 57899 total_loss: 9.586 loss_class: 0.2574 loss_bbox: 0.1181 loss_giou: 0.3852 loss_class_0: 0.2924 loss_bbox_0: 0.1282 loss_giou_0: 0.4027 loss_class_1: 0.275 loss_bbox_1: 0.1231 loss_giou_1: 0.3943 loss_class_2: 0.2646 loss_bbox_2: 0.1189 loss_giou_2: 0.3897 loss_class_3: 0.2628 loss_bbox_3: 0.1177 loss_giou_3: 0.3876 loss_class_4: 0.2598 loss_bbox_4: 0.1175 loss_giou_4: 0.3857 loss_class_enc: 0.3027 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4279 loss_class_dn: 0.0595 loss_bbox_dn: 0.16 loss_giou_dn: 0.3904 loss_class_dn_0: 0.1072 loss_bbox_dn_0: 0.243 loss_giou_dn_0: 0.5316 loss_class_dn_1: 0.08023 loss_bbox_dn_1: 0.1853 loss_giou_dn_1: 0.4331 loss_class_dn_2: 0.06751 loss_bbox_dn_2: 0.1664 loss_giou_dn_2: 0.4025 loss_class_dn_3: 0.06424 loss_bbox_dn_3: 0.1617 loss_giou_dn_3: 0.3933 loss_class_dn_4: 0.06053 loss_bbox_dn_4: 0.16 loss_giou_dn_4: 0.3905 time: 1.1145 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 11:05:41 d2.utils.events]: eta: 2 days, 3:19:34 iter: 57949 total_loss: 9.42 loss_class: 0.247 loss_bbox: 0.1143 loss_giou: 0.3845 loss_class_0: 0.2848 loss_bbox_0: 0.1236 loss_giou_0: 0.4067 loss_class_1: 0.2616 loss_bbox_1: 0.1198 loss_giou_1: 0.3963 loss_class_2: 0.2552 loss_bbox_2: 0.1164 loss_giou_2: 0.3898 loss_class_3: 0.2496 loss_bbox_3: 0.1156 loss_giou_3: 0.3881 loss_class_4: 0.2482 loss_bbox_4: 0.1146 loss_giou_4: 0.3849 loss_class_enc: 0.292 loss_bbox_enc: 0.135 loss_giou_enc: 0.4309 loss_class_dn: 0.05389 loss_bbox_dn: 0.1545 loss_giou_dn: 0.3822 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2346 loss_giou_dn_0: 0.5277 loss_class_dn_1: 0.07446 loss_bbox_dn_1: 0.1758 loss_giou_dn_1: 0.4253 loss_class_dn_2: 0.0627 loss_bbox_dn_2: 0.1583 loss_giou_dn_2: 0.3937 loss_class_dn_3: 0.05899 loss_bbox_dn_3: 0.1548 loss_giou_dn_3: 0.3844 loss_class_dn_4: 0.05522 loss_bbox_dn_4: 0.1545 loss_giou_dn_4: 0.3824 time: 1.1145 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 11:06:38 d2.utils.events]: eta: 2 days, 3:20:56 iter: 57999 total_loss: 9.294 loss_class: 0.2487 loss_bbox: 0.1096 loss_giou: 0.3873 loss_class_0: 0.2814 loss_bbox_0: 0.1197 loss_giou_0: 0.4064 loss_class_1: 0.2634 loss_bbox_1: 0.115 loss_giou_1: 0.3999 loss_class_2: 0.255 loss_bbox_2: 0.1109 loss_giou_2: 0.392 loss_class_3: 0.2522 loss_bbox_3: 0.1083 loss_giou_3: 0.387 loss_class_4: 0.2486 loss_bbox_4: 0.109 loss_giou_4: 0.3877 loss_class_enc: 0.2909 loss_bbox_enc: 0.1311 loss_giou_enc: 0.4346 loss_class_dn: 0.05321 loss_bbox_dn: 0.1464 loss_giou_dn: 0.3807 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2271 loss_giou_dn_0: 0.5255 loss_class_dn_1: 0.07539 loss_bbox_dn_1: 0.1677 loss_giou_dn_1: 0.4228 loss_class_dn_2: 0.06297 loss_bbox_dn_2: 0.1505 loss_giou_dn_2: 0.392 loss_class_dn_3: 0.05862 loss_bbox_dn_3: 0.1468 loss_giou_dn_3: 0.3831 loss_class_dn_4: 0.05459 loss_bbox_dn_4: 0.1465 loss_giou_dn_4: 0.3806 time: 1.1145 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 11:07:35 d2.utils.events]: eta: 2 days, 3:20:45 iter: 58049 total_loss: 9.404 loss_class: 0.2505 loss_bbox: 0.1091 loss_giou: 0.3879 loss_class_0: 0.2849 loss_bbox_0: 0.1176 loss_giou_0: 0.4079 loss_class_1: 0.2644 loss_bbox_1: 0.1144 loss_giou_1: 0.4 loss_class_2: 0.2546 loss_bbox_2: 0.1122 loss_giou_2: 0.3948 loss_class_3: 0.2536 loss_bbox_3: 0.1099 loss_giou_3: 0.3896 loss_class_4: 0.2514 loss_bbox_4: 0.1091 loss_giou_4: 0.3873 loss_class_enc: 0.2929 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4379 loss_class_dn: 0.0564 loss_bbox_dn: 0.1467 loss_giou_dn: 0.3803 loss_class_dn_0: 0.1044 loss_bbox_dn_0: 0.2264 loss_giou_dn_0: 0.5311 loss_class_dn_1: 0.07653 loss_bbox_dn_1: 0.1696 loss_giou_dn_1: 0.4261 loss_class_dn_2: 0.06353 loss_bbox_dn_2: 0.1512 loss_giou_dn_2: 0.3922 loss_class_dn_3: 0.06065 loss_bbox_dn_3: 0.1475 loss_giou_dn_3: 0.3828 loss_class_dn_4: 0.05714 loss_bbox_dn_4: 0.1467 loss_giou_dn_4: 0.3804 time: 1.1145 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 11:08:31 d2.utils.events]: eta: 2 days, 3:17:44 iter: 58099 total_loss: 9.545 loss_class: 0.2588 loss_bbox: 0.1141 loss_giou: 0.3859 loss_class_0: 0.2909 loss_bbox_0: 0.1255 loss_giou_0: 0.4142 loss_class_1: 0.2722 loss_bbox_1: 0.1196 loss_giou_1: 0.4003 loss_class_2: 0.2643 loss_bbox_2: 0.1155 loss_giou_2: 0.394 loss_class_3: 0.2621 loss_bbox_3: 0.1132 loss_giou_3: 0.3882 loss_class_4: 0.2599 loss_bbox_4: 0.1132 loss_giou_4: 0.3866 loss_class_enc: 0.3003 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4436 loss_class_dn: 0.05759 loss_bbox_dn: 0.1518 loss_giou_dn: 0.3863 loss_class_dn_0: 0.1103 loss_bbox_dn_0: 0.2337 loss_giou_dn_0: 0.5342 loss_class_dn_1: 0.07814 loss_bbox_dn_1: 0.1747 loss_giou_dn_1: 0.4305 loss_class_dn_2: 0.06653 loss_bbox_dn_2: 0.157 loss_giou_dn_2: 0.3999 loss_class_dn_3: 0.06254 loss_bbox_dn_3: 0.1528 loss_giou_dn_3: 0.3888 loss_class_dn_4: 0.05838 loss_bbox_dn_4: 0.1518 loss_giou_dn_4: 0.3863 time: 1.1145 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 11:09:28 d2.utils.events]: eta: 2 days, 3:17:36 iter: 58149 total_loss: 9.468 loss_class: 0.2558 loss_bbox: 0.1146 loss_giou: 0.3727 loss_class_0: 0.2919 loss_bbox_0: 0.1261 loss_giou_0: 0.397 loss_class_1: 0.2709 loss_bbox_1: 0.1211 loss_giou_1: 0.3912 loss_class_2: 0.2613 loss_bbox_2: 0.1184 loss_giou_2: 0.3782 loss_class_3: 0.2596 loss_bbox_3: 0.1155 loss_giou_3: 0.3751 loss_class_4: 0.2569 loss_bbox_4: 0.1153 loss_giou_4: 0.3727 loss_class_enc: 0.3017 loss_bbox_enc: 0.1411 loss_giou_enc: 0.4287 loss_class_dn: 0.05777 loss_bbox_dn: 0.1622 loss_giou_dn: 0.3783 loss_class_dn_0: 0.1089 loss_bbox_dn_0: 0.245 loss_giou_dn_0: 0.5258 loss_class_dn_1: 0.07879 loss_bbox_dn_1: 0.1853 loss_giou_dn_1: 0.4206 loss_class_dn_2: 0.06476 loss_bbox_dn_2: 0.1681 loss_giou_dn_2: 0.3923 loss_class_dn_3: 0.06116 loss_bbox_dn_3: 0.1639 loss_giou_dn_3: 0.3815 loss_class_dn_4: 0.05841 loss_bbox_dn_4: 0.1624 loss_giou_dn_4: 0.3781 time: 1.1145 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 11:10:23 d2.utils.events]: eta: 2 days, 3:12:32 iter: 58199 total_loss: 9.302 loss_class: 0.2471 loss_bbox: 0.1076 loss_giou: 0.3752 loss_class_0: 0.2839 loss_bbox_0: 0.1212 loss_giou_0: 0.403 loss_class_1: 0.2634 loss_bbox_1: 0.1135 loss_giou_1: 0.3905 loss_class_2: 0.255 loss_bbox_2: 0.1099 loss_giou_2: 0.3823 loss_class_3: 0.2521 loss_bbox_3: 0.1091 loss_giou_3: 0.3774 loss_class_4: 0.248 loss_bbox_4: 0.1077 loss_giou_4: 0.3755 loss_class_enc: 0.2921 loss_bbox_enc: 0.1337 loss_giou_enc: 0.4246 loss_class_dn: 0.05452 loss_bbox_dn: 0.1482 loss_giou_dn: 0.3753 loss_class_dn_0: 0.1068 loss_bbox_dn_0: 0.2342 loss_giou_dn_0: 0.5171 loss_class_dn_1: 0.07618 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4161 loss_class_dn_2: 0.06356 loss_bbox_dn_2: 0.1556 loss_giou_dn_2: 0.3852 loss_class_dn_3: 0.05937 loss_bbox_dn_3: 0.1494 loss_giou_dn_3: 0.3769 loss_class_dn_4: 0.05616 loss_bbox_dn_4: 0.1481 loss_giou_dn_4: 0.375 time: 1.1145 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 11:11:21 d2.utils.events]: eta: 2 days, 3:13:46 iter: 58249 total_loss: 9.387 loss_class: 0.2486 loss_bbox: 0.1124 loss_giou: 0.3809 loss_class_0: 0.2837 loss_bbox_0: 0.123 loss_giou_0: 0.4107 loss_class_1: 0.2645 loss_bbox_1: 0.1187 loss_giou_1: 0.3957 loss_class_2: 0.2534 loss_bbox_2: 0.1157 loss_giou_2: 0.3872 loss_class_3: 0.2528 loss_bbox_3: 0.1142 loss_giou_3: 0.3833 loss_class_4: 0.2484 loss_bbox_4: 0.1131 loss_giou_4: 0.3801 loss_class_enc: 0.2933 loss_bbox_enc: 0.1355 loss_giou_enc: 0.4357 loss_class_dn: 0.05638 loss_bbox_dn: 0.154 loss_giou_dn: 0.3742 loss_class_dn_0: 0.1079 loss_bbox_dn_0: 0.2423 loss_giou_dn_0: 0.5211 loss_class_dn_1: 0.07855 loss_bbox_dn_1: 0.18 loss_giou_dn_1: 0.4163 loss_class_dn_2: 0.06691 loss_bbox_dn_2: 0.1592 loss_giou_dn_2: 0.3861 loss_class_dn_3: 0.06101 loss_bbox_dn_3: 0.1553 loss_giou_dn_3: 0.3768 loss_class_dn_4: 0.05764 loss_bbox_dn_4: 0.1541 loss_giou_dn_4: 0.3743 time: 1.1145 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 11:12:17 d2.utils.events]: eta: 2 days, 3:09:31 iter: 58299 total_loss: 9.264 loss_class: 0.2513 loss_bbox: 0.1097 loss_giou: 0.3749 loss_class_0: 0.2897 loss_bbox_0: 0.1203 loss_giou_0: 0.3968 loss_class_1: 0.2694 loss_bbox_1: 0.1142 loss_giou_1: 0.3877 loss_class_2: 0.259 loss_bbox_2: 0.111 loss_giou_2: 0.3813 loss_class_3: 0.2564 loss_bbox_3: 0.1097 loss_giou_3: 0.377 loss_class_4: 0.2508 loss_bbox_4: 0.1097 loss_giou_4: 0.3762 loss_class_enc: 0.2961 loss_bbox_enc: 0.1348 loss_giou_enc: 0.4193 loss_class_dn: 0.05581 loss_bbox_dn: 0.1452 loss_giou_dn: 0.3712 loss_class_dn_0: 0.1085 loss_bbox_dn_0: 0.2267 loss_giou_dn_0: 0.5197 loss_class_dn_1: 0.07757 loss_bbox_dn_1: 0.1685 loss_giou_dn_1: 0.4112 loss_class_dn_2: 0.06473 loss_bbox_dn_2: 0.1507 loss_giou_dn_2: 0.3831 loss_class_dn_3: 0.06061 loss_bbox_dn_3: 0.1463 loss_giou_dn_3: 0.3735 loss_class_dn_4: 0.05659 loss_bbox_dn_4: 0.1453 loss_giou_dn_4: 0.3712 time: 1.1145 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 11:13:13 d2.utils.events]: eta: 2 days, 3:07:42 iter: 58349 total_loss: 9.669 loss_class: 0.2608 loss_bbox: 0.114 loss_giou: 0.3857 loss_class_0: 0.2966 loss_bbox_0: 0.1233 loss_giou_0: 0.4073 loss_class_1: 0.2769 loss_bbox_1: 0.12 loss_giou_1: 0.3986 loss_class_2: 0.265 loss_bbox_2: 0.1171 loss_giou_2: 0.3897 loss_class_3: 0.2646 loss_bbox_3: 0.1148 loss_giou_3: 0.3865 loss_class_4: 0.2619 loss_bbox_4: 0.1141 loss_giou_4: 0.3866 loss_class_enc: 0.3048 loss_bbox_enc: 0.1384 loss_giou_enc: 0.4365 loss_class_dn: 0.06057 loss_bbox_dn: 0.156 loss_giou_dn: 0.3825 loss_class_dn_0: 0.1097 loss_bbox_dn_0: 0.2408 loss_giou_dn_0: 0.5388 loss_class_dn_1: 0.0792 loss_bbox_dn_1: 0.1769 loss_giou_dn_1: 0.4295 loss_class_dn_2: 0.06795 loss_bbox_dn_2: 0.1618 loss_giou_dn_2: 0.3941 loss_class_dn_3: 0.06478 loss_bbox_dn_3: 0.1572 loss_giou_dn_3: 0.3857 loss_class_dn_4: 0.06141 loss_bbox_dn_4: 0.1559 loss_giou_dn_4: 0.3826 time: 1.1145 data_time: 0.1033 lr: 0.0001 max_mem: 43217M [05/20 11:14:09 d2.utils.events]: eta: 2 days, 3:02:34 iter: 58399 total_loss: 9.499 loss_class: 0.2531 loss_bbox: 0.115 loss_giou: 0.38 loss_class_0: 0.2901 loss_bbox_0: 0.1269 loss_giou_0: 0.4009 loss_class_1: 0.2709 loss_bbox_1: 0.1236 loss_giou_1: 0.3935 loss_class_2: 0.2601 loss_bbox_2: 0.1193 loss_giou_2: 0.3861 loss_class_3: 0.2565 loss_bbox_3: 0.1161 loss_giou_3: 0.3814 loss_class_4: 0.2549 loss_bbox_4: 0.1152 loss_giou_4: 0.3801 loss_class_enc: 0.2987 loss_bbox_enc: 0.1402 loss_giou_enc: 0.4292 loss_class_dn: 0.05406 loss_bbox_dn: 0.1555 loss_giou_dn: 0.378 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2348 loss_giou_dn_0: 0.5229 loss_class_dn_1: 0.07555 loss_bbox_dn_1: 0.1764 loss_giou_dn_1: 0.4183 loss_class_dn_2: 0.06404 loss_bbox_dn_2: 0.1603 loss_giou_dn_2: 0.3883 loss_class_dn_3: 0.05907 loss_bbox_dn_3: 0.1565 loss_giou_dn_3: 0.3806 loss_class_dn_4: 0.0553 loss_bbox_dn_4: 0.1555 loss_giou_dn_4: 0.3778 time: 1.1145 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 11:15:05 d2.utils.events]: eta: 2 days, 3:00:44 iter: 58449 total_loss: 9.305 loss_class: 0.2498 loss_bbox: 0.1092 loss_giou: 0.3887 loss_class_0: 0.285 loss_bbox_0: 0.1206 loss_giou_0: 0.4087 loss_class_1: 0.2615 loss_bbox_1: 0.1167 loss_giou_1: 0.4027 loss_class_2: 0.2554 loss_bbox_2: 0.1124 loss_giou_2: 0.3933 loss_class_3: 0.2541 loss_bbox_3: 0.1096 loss_giou_3: 0.3897 loss_class_4: 0.2499 loss_bbox_4: 0.11 loss_giou_4: 0.3884 loss_class_enc: 0.2938 loss_bbox_enc: 0.1343 loss_giou_enc: 0.4376 loss_class_dn: 0.05546 loss_bbox_dn: 0.1443 loss_giou_dn: 0.3733 loss_class_dn_0: 0.1029 loss_bbox_dn_0: 0.2289 loss_giou_dn_0: 0.5285 loss_class_dn_1: 0.07494 loss_bbox_dn_1: 0.1695 loss_giou_dn_1: 0.4186 loss_class_dn_2: 0.06383 loss_bbox_dn_2: 0.1498 loss_giou_dn_2: 0.3856 loss_class_dn_3: 0.06017 loss_bbox_dn_3: 0.1453 loss_giou_dn_3: 0.375 loss_class_dn_4: 0.05635 loss_bbox_dn_4: 0.1441 loss_giou_dn_4: 0.3733 time: 1.1145 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 11:16:01 d2.utils.events]: eta: 2 days, 3:00:23 iter: 58499 total_loss: 9.529 loss_class: 0.2549 loss_bbox: 0.1162 loss_giou: 0.3825 loss_class_0: 0.2894 loss_bbox_0: 0.1253 loss_giou_0: 0.4004 loss_class_1: 0.2711 loss_bbox_1: 0.123 loss_giou_1: 0.3918 loss_class_2: 0.2628 loss_bbox_2: 0.12 loss_giou_2: 0.3878 loss_class_3: 0.2594 loss_bbox_3: 0.1181 loss_giou_3: 0.3841 loss_class_4: 0.2565 loss_bbox_4: 0.1158 loss_giou_4: 0.3831 loss_class_enc: 0.2981 loss_bbox_enc: 0.1368 loss_giou_enc: 0.4299 loss_class_dn: 0.05906 loss_bbox_dn: 0.1538 loss_giou_dn: 0.3779 loss_class_dn_0: 0.1095 loss_bbox_dn_0: 0.2391 loss_giou_dn_0: 0.5241 loss_class_dn_1: 0.07944 loss_bbox_dn_1: 0.1777 loss_giou_dn_1: 0.4204 loss_class_dn_2: 0.06852 loss_bbox_dn_2: 0.1594 loss_giou_dn_2: 0.3886 loss_class_dn_3: 0.06431 loss_bbox_dn_3: 0.1547 loss_giou_dn_3: 0.3801 loss_class_dn_4: 0.05994 loss_bbox_dn_4: 0.1539 loss_giou_dn_4: 0.3777 time: 1.1145 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 11:16:57 d2.utils.events]: eta: 2 days, 2:58:49 iter: 58549 total_loss: 9.482 loss_class: 0.255 loss_bbox: 0.1109 loss_giou: 0.378 loss_class_0: 0.2881 loss_bbox_0: 0.1219 loss_giou_0: 0.4019 loss_class_1: 0.2679 loss_bbox_1: 0.1177 loss_giou_1: 0.3893 loss_class_2: 0.2611 loss_bbox_2: 0.1135 loss_giou_2: 0.3824 loss_class_3: 0.2586 loss_bbox_3: 0.1121 loss_giou_3: 0.3788 loss_class_4: 0.256 loss_bbox_4: 0.1111 loss_giou_4: 0.378 loss_class_enc: 0.2962 loss_bbox_enc: 0.1364 loss_giou_enc: 0.4366 loss_class_dn: 0.05937 loss_bbox_dn: 0.1488 loss_giou_dn: 0.3869 loss_class_dn_0: 0.1104 loss_bbox_dn_0: 0.2293 loss_giou_dn_0: 0.5314 loss_class_dn_1: 0.08145 loss_bbox_dn_1: 0.1703 loss_giou_dn_1: 0.4287 loss_class_dn_2: 0.06971 loss_bbox_dn_2: 0.1552 loss_giou_dn_2: 0.3987 loss_class_dn_3: 0.06571 loss_bbox_dn_3: 0.1505 loss_giou_dn_3: 0.3895 loss_class_dn_4: 0.06138 loss_bbox_dn_4: 0.149 loss_giou_dn_4: 0.3867 time: 1.1145 data_time: 0.0944 lr: 0.0001 max_mem: 43217M [05/20 11:17:53 d2.utils.events]: eta: 2 days, 2:58:12 iter: 58599 total_loss: 9.36 loss_class: 0.2477 loss_bbox: 0.1156 loss_giou: 0.3771 loss_class_0: 0.2809 loss_bbox_0: 0.1269 loss_giou_0: 0.399 loss_class_1: 0.2637 loss_bbox_1: 0.12 loss_giou_1: 0.3876 loss_class_2: 0.2522 loss_bbox_2: 0.1199 loss_giou_2: 0.3846 loss_class_3: 0.2512 loss_bbox_3: 0.1175 loss_giou_3: 0.378 loss_class_4: 0.2482 loss_bbox_4: 0.1163 loss_giou_4: 0.3768 loss_class_enc: 0.2932 loss_bbox_enc: 0.139 loss_giou_enc: 0.4241 loss_class_dn: 0.05636 loss_bbox_dn: 0.1566 loss_giou_dn: 0.3729 loss_class_dn_0: 0.1061 loss_bbox_dn_0: 0.2442 loss_giou_dn_0: 0.5193 loss_class_dn_1: 0.07649 loss_bbox_dn_1: 0.178 loss_giou_dn_1: 0.4162 loss_class_dn_2: 0.06505 loss_bbox_dn_2: 0.1605 loss_giou_dn_2: 0.3856 loss_class_dn_3: 0.0613 loss_bbox_dn_3: 0.1567 loss_giou_dn_3: 0.3755 loss_class_dn_4: 0.05758 loss_bbox_dn_4: 0.1566 loss_giou_dn_4: 0.3728 time: 1.1145 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 11:18:49 d2.utils.events]: eta: 2 days, 2:56:28 iter: 58649 total_loss: 9.416 loss_class: 0.2545 loss_bbox: 0.1129 loss_giou: 0.3908 loss_class_0: 0.2879 loss_bbox_0: 0.124 loss_giou_0: 0.4128 loss_class_1: 0.2706 loss_bbox_1: 0.1175 loss_giou_1: 0.4001 loss_class_2: 0.2626 loss_bbox_2: 0.1149 loss_giou_2: 0.3951 loss_class_3: 0.2585 loss_bbox_3: 0.1132 loss_giou_3: 0.3932 loss_class_4: 0.2552 loss_bbox_4: 0.1133 loss_giou_4: 0.3918 loss_class_enc: 0.3008 loss_bbox_enc: 0.1334 loss_giou_enc: 0.4405 loss_class_dn: 0.0567 loss_bbox_dn: 0.1463 loss_giou_dn: 0.383 loss_class_dn_0: 0.1099 loss_bbox_dn_0: 0.2299 loss_giou_dn_0: 0.532 loss_class_dn_1: 0.0778 loss_bbox_dn_1: 0.1712 loss_giou_dn_1: 0.4258 loss_class_dn_2: 0.06569 loss_bbox_dn_2: 0.1528 loss_giou_dn_2: 0.394 loss_class_dn_3: 0.06174 loss_bbox_dn_3: 0.1472 loss_giou_dn_3: 0.3843 loss_class_dn_4: 0.05729 loss_bbox_dn_4: 0.1463 loss_giou_dn_4: 0.3829 time: 1.1145 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 11:19:45 d2.utils.events]: eta: 2 days, 2:54:29 iter: 58699 total_loss: 9.577 loss_class: 0.2595 loss_bbox: 0.1165 loss_giou: 0.375 loss_class_0: 0.2953 loss_bbox_0: 0.1299 loss_giou_0: 0.3989 loss_class_1: 0.2749 loss_bbox_1: 0.128 loss_giou_1: 0.386 loss_class_2: 0.2639 loss_bbox_2: 0.1194 loss_giou_2: 0.3808 loss_class_3: 0.2623 loss_bbox_3: 0.1168 loss_giou_3: 0.376 loss_class_4: 0.2592 loss_bbox_4: 0.1157 loss_giou_4: 0.3747 loss_class_enc: 0.3029 loss_bbox_enc: 0.1427 loss_giou_enc: 0.4306 loss_class_dn: 0.05828 loss_bbox_dn: 0.1517 loss_giou_dn: 0.3818 loss_class_dn_0: 0.1112 loss_bbox_dn_0: 0.2356 loss_giou_dn_0: 0.5284 loss_class_dn_1: 0.08186 loss_bbox_dn_1: 0.1776 loss_giou_dn_1: 0.423 loss_class_dn_2: 0.06781 loss_bbox_dn_2: 0.1578 loss_giou_dn_2: 0.3942 loss_class_dn_3: 0.0633 loss_bbox_dn_3: 0.1532 loss_giou_dn_3: 0.3841 loss_class_dn_4: 0.05951 loss_bbox_dn_4: 0.1518 loss_giou_dn_4: 0.3819 time: 1.1145 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 11:20:41 d2.utils.events]: eta: 2 days, 2:53:34 iter: 58749 total_loss: 9.272 loss_class: 0.2513 loss_bbox: 0.1082 loss_giou: 0.3685 loss_class_0: 0.2858 loss_bbox_0: 0.1192 loss_giou_0: 0.3965 loss_class_1: 0.268 loss_bbox_1: 0.1144 loss_giou_1: 0.3846 loss_class_2: 0.2586 loss_bbox_2: 0.1114 loss_giou_2: 0.3752 loss_class_3: 0.2552 loss_bbox_3: 0.11 loss_giou_3: 0.3694 loss_class_4: 0.2522 loss_bbox_4: 0.1092 loss_giou_4: 0.3681 loss_class_enc: 0.2951 loss_bbox_enc: 0.1326 loss_giou_enc: 0.4196 loss_class_dn: 0.05666 loss_bbox_dn: 0.1501 loss_giou_dn: 0.3682 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.236 loss_giou_dn_0: 0.5187 loss_class_dn_1: 0.07588 loss_bbox_dn_1: 0.1744 loss_giou_dn_1: 0.4102 loss_class_dn_2: 0.06528 loss_bbox_dn_2: 0.1569 loss_giou_dn_2: 0.3797 loss_class_dn_3: 0.06079 loss_bbox_dn_3: 0.1515 loss_giou_dn_3: 0.3702 loss_class_dn_4: 0.05772 loss_bbox_dn_4: 0.1502 loss_giou_dn_4: 0.368 time: 1.1145 data_time: 0.1120 lr: 0.0001 max_mem: 43217M [05/20 11:21:44 d2.utils.events]: eta: 2 days, 2:53:42 iter: 58799 total_loss: 9.467 loss_class: 0.2568 loss_bbox: 0.1128 loss_giou: 0.3809 loss_class_0: 0.2883 loss_bbox_0: 0.1233 loss_giou_0: 0.4027 loss_class_1: 0.2686 loss_bbox_1: 0.1168 loss_giou_1: 0.3915 loss_class_2: 0.2618 loss_bbox_2: 0.1148 loss_giou_2: 0.3891 loss_class_3: 0.2612 loss_bbox_3: 0.1127 loss_giou_3: 0.3825 loss_class_4: 0.2577 loss_bbox_4: 0.1123 loss_giou_4: 0.3809 loss_class_enc: 0.2987 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4339 loss_class_dn: 0.06074 loss_bbox_dn: 0.1556 loss_giou_dn: 0.383 loss_class_dn_0: 0.1117 loss_bbox_dn_0: 0.2356 loss_giou_dn_0: 0.5239 loss_class_dn_1: 0.08147 loss_bbox_dn_1: 0.1789 loss_giou_dn_1: 0.421 loss_class_dn_2: 0.06947 loss_bbox_dn_2: 0.1608 loss_giou_dn_2: 0.393 loss_class_dn_3: 0.06597 loss_bbox_dn_3: 0.1563 loss_giou_dn_3: 0.3853 loss_class_dn_4: 0.06242 loss_bbox_dn_4: 0.1558 loss_giou_dn_4: 0.383 time: 1.1145 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 11:22:39 d2.utils.events]: eta: 2 days, 2:52:26 iter: 58849 total_loss: 9.34 loss_class: 0.2485 loss_bbox: 0.112 loss_giou: 0.3667 loss_class_0: 0.2854 loss_bbox_0: 0.1224 loss_giou_0: 0.3856 loss_class_1: 0.2685 loss_bbox_1: 0.1168 loss_giou_1: 0.375 loss_class_2: 0.2564 loss_bbox_2: 0.1138 loss_giou_2: 0.3746 loss_class_3: 0.2528 loss_bbox_3: 0.1111 loss_giou_3: 0.3676 loss_class_4: 0.2494 loss_bbox_4: 0.112 loss_giou_4: 0.3677 loss_class_enc: 0.2965 loss_bbox_enc: 0.1357 loss_giou_enc: 0.415 loss_class_dn: 0.05814 loss_bbox_dn: 0.1508 loss_giou_dn: 0.3696 loss_class_dn_0: 0.1098 loss_bbox_dn_0: 0.2334 loss_giou_dn_0: 0.5172 loss_class_dn_1: 0.07893 loss_bbox_dn_1: 0.1772 loss_giou_dn_1: 0.4134 loss_class_dn_2: 0.06585 loss_bbox_dn_2: 0.1569 loss_giou_dn_2: 0.3823 loss_class_dn_3: 0.06152 loss_bbox_dn_3: 0.152 loss_giou_dn_3: 0.3722 loss_class_dn_4: 0.05903 loss_bbox_dn_4: 0.1508 loss_giou_dn_4: 0.3694 time: 1.1145 data_time: 0.1044 lr: 0.0001 max_mem: 43217M [05/20 11:23:35 d2.utils.events]: eta: 2 days, 2:50:06 iter: 58899 total_loss: 9.451 loss_class: 0.2564 loss_bbox: 0.1155 loss_giou: 0.3861 loss_class_0: 0.2938 loss_bbox_0: 0.1254 loss_giou_0: 0.4088 loss_class_1: 0.2725 loss_bbox_1: 0.1223 loss_giou_1: 0.4014 loss_class_2: 0.2614 loss_bbox_2: 0.1184 loss_giou_2: 0.395 loss_class_3: 0.2603 loss_bbox_3: 0.1171 loss_giou_3: 0.3882 loss_class_4: 0.2562 loss_bbox_4: 0.1156 loss_giou_4: 0.3864 loss_class_enc: 0.3006 loss_bbox_enc: 0.1388 loss_giou_enc: 0.4351 loss_class_dn: 0.05963 loss_bbox_dn: 0.1498 loss_giou_dn: 0.3794 loss_class_dn_0: 0.1085 loss_bbox_dn_0: 0.2227 loss_giou_dn_0: 0.5245 loss_class_dn_1: 0.08135 loss_bbox_dn_1: 0.1693 loss_giou_dn_1: 0.4218 loss_class_dn_2: 0.0684 loss_bbox_dn_2: 0.1547 loss_giou_dn_2: 0.3929 loss_class_dn_3: 0.0651 loss_bbox_dn_3: 0.1502 loss_giou_dn_3: 0.382 loss_class_dn_4: 0.06061 loss_bbox_dn_4: 0.1497 loss_giou_dn_4: 0.3793 time: 1.1145 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 11:24:31 d2.utils.events]: eta: 2 days, 2:51:08 iter: 58949 total_loss: 9.399 loss_class: 0.2497 loss_bbox: 0.1115 loss_giou: 0.3768 loss_class_0: 0.283 loss_bbox_0: 0.1222 loss_giou_0: 0.3961 loss_class_1: 0.2657 loss_bbox_1: 0.1169 loss_giou_1: 0.386 loss_class_2: 0.255 loss_bbox_2: 0.1148 loss_giou_2: 0.3831 loss_class_3: 0.2531 loss_bbox_3: 0.1128 loss_giou_3: 0.3791 loss_class_4: 0.2512 loss_bbox_4: 0.112 loss_giou_4: 0.377 loss_class_enc: 0.2933 loss_bbox_enc: 0.135 loss_giou_enc: 0.4252 loss_class_dn: 0.05764 loss_bbox_dn: 0.1474 loss_giou_dn: 0.372 loss_class_dn_0: 0.1083 loss_bbox_dn_0: 0.2329 loss_giou_dn_0: 0.5235 loss_class_dn_1: 0.07915 loss_bbox_dn_1: 0.171 loss_giou_dn_1: 0.4149 loss_class_dn_2: 0.06617 loss_bbox_dn_2: 0.1537 loss_giou_dn_2: 0.3841 loss_class_dn_3: 0.0623 loss_bbox_dn_3: 0.1488 loss_giou_dn_3: 0.3742 loss_class_dn_4: 0.05925 loss_bbox_dn_4: 0.1474 loss_giou_dn_4: 0.3718 time: 1.1145 data_time: 0.0970 lr: 0.0001 max_mem: 43217M [05/20 11:25:26 d2.utils.events]: eta: 2 days, 2:44:32 iter: 58999 total_loss: 9.333 loss_class: 0.2564 loss_bbox: 0.1127 loss_giou: 0.3774 loss_class_0: 0.2873 loss_bbox_0: 0.1237 loss_giou_0: 0.403 loss_class_1: 0.2684 loss_bbox_1: 0.1193 loss_giou_1: 0.3933 loss_class_2: 0.2596 loss_bbox_2: 0.1155 loss_giou_2: 0.3867 loss_class_3: 0.2579 loss_bbox_3: 0.1138 loss_giou_3: 0.3816 loss_class_4: 0.2565 loss_bbox_4: 0.1124 loss_giou_4: 0.378 loss_class_enc: 0.2967 loss_bbox_enc: 0.1434 loss_giou_enc: 0.4359 loss_class_dn: 0.05603 loss_bbox_dn: 0.1488 loss_giou_dn: 0.3687 loss_class_dn_0: 0.1096 loss_bbox_dn_0: 0.2396 loss_giou_dn_0: 0.5206 loss_class_dn_1: 0.07999 loss_bbox_dn_1: 0.1743 loss_giou_dn_1: 0.4142 loss_class_dn_2: 0.06566 loss_bbox_dn_2: 0.1537 loss_giou_dn_2: 0.3814 loss_class_dn_3: 0.06083 loss_bbox_dn_3: 0.1499 loss_giou_dn_3: 0.3718 loss_class_dn_4: 0.0572 loss_bbox_dn_4: 0.1489 loss_giou_dn_4: 0.3687 time: 1.1145 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 11:26:22 d2.utils.events]: eta: 2 days, 2:43:37 iter: 59049 total_loss: 9.294 loss_class: 0.2547 loss_bbox: 0.1131 loss_giou: 0.373 loss_class_0: 0.2902 loss_bbox_0: 0.1243 loss_giou_0: 0.3943 loss_class_1: 0.2696 loss_bbox_1: 0.1192 loss_giou_1: 0.3873 loss_class_2: 0.2611 loss_bbox_2: 0.1158 loss_giou_2: 0.3805 loss_class_3: 0.2573 loss_bbox_3: 0.1149 loss_giou_3: 0.3773 loss_class_4: 0.2559 loss_bbox_4: 0.1146 loss_giou_4: 0.3737 loss_class_enc: 0.2998 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4292 loss_class_dn: 0.0563 loss_bbox_dn: 0.1489 loss_giou_dn: 0.37 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2355 loss_giou_dn_0: 0.522 loss_class_dn_1: 0.07665 loss_bbox_dn_1: 0.1717 loss_giou_dn_1: 0.4149 loss_class_dn_2: 0.0653 loss_bbox_dn_2: 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loss_giou_dn_2: 0.3844 loss_class_dn_3: 0.05882 loss_bbox_dn_3: 0.1533 loss_giou_dn_3: 0.375 loss_class_dn_4: 0.05493 loss_bbox_dn_4: 0.1526 loss_giou_dn_4: 0.3725 time: 1.1145 data_time: 0.1089 lr: 0.0001 max_mem: 43217M [05/20 11:28:15 d2.utils.events]: eta: 2 days, 2:44:22 iter: 59149 total_loss: 9.347 loss_class: 0.2528 loss_bbox: 0.1117 loss_giou: 0.3784 loss_class_0: 0.2869 loss_bbox_0: 0.125 loss_giou_0: 0.4064 loss_class_1: 0.2691 loss_bbox_1: 0.1208 loss_giou_1: 0.396 loss_class_2: 0.258 loss_bbox_2: 0.1148 loss_giou_2: 0.3877 loss_class_3: 0.2573 loss_bbox_3: 0.1133 loss_giou_3: 0.382 loss_class_4: 0.2547 loss_bbox_4: 0.1122 loss_giou_4: 0.3793 loss_class_enc: 0.2947 loss_bbox_enc: 0.1346 loss_giou_enc: 0.4299 loss_class_dn: 0.05238 loss_bbox_dn: 0.146 loss_giou_dn: 0.3728 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2276 loss_giou_dn_0: 0.5329 loss_class_dn_1: 0.07386 loss_bbox_dn_1: 0.1699 loss_giou_dn_1: 0.4242 loss_class_dn_2: 0.06112 loss_bbox_dn_2: 0.1516 loss_giou_dn_2: 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loss_class_dn_3: 0.06157 loss_bbox_dn_3: 0.1551 loss_giou_dn_3: 0.3816 loss_class_dn_4: 0.05785 loss_bbox_dn_4: 0.1537 loss_giou_dn_4: 0.3795 time: 1.1145 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 11:30:06 d2.utils.events]: eta: 2 days, 2:36:38 iter: 59249 total_loss: 9.303 loss_class: 0.2525 loss_bbox: 0.1092 loss_giou: 0.3767 loss_class_0: 0.285 loss_bbox_0: 0.1212 loss_giou_0: 0.3976 loss_class_1: 0.267 loss_bbox_1: 0.1147 loss_giou_1: 0.3901 loss_class_2: 0.2557 loss_bbox_2: 0.1132 loss_giou_2: 0.3848 loss_class_3: 0.2559 loss_bbox_3: 0.1111 loss_giou_3: 0.3772 loss_class_4: 0.2539 loss_bbox_4: 0.109 loss_giou_4: 0.3771 loss_class_enc: 0.2962 loss_bbox_enc: 0.134 loss_giou_enc: 0.4252 loss_class_dn: 0.05613 loss_bbox_dn: 0.152 loss_giou_dn: 0.3743 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2278 loss_giou_dn_0: 0.5138 loss_class_dn_1: 0.07581 loss_bbox_dn_1: 0.1736 loss_giou_dn_1: 0.4148 loss_class_dn_2: 0.06581 loss_bbox_dn_2: 0.1573 loss_giou_dn_2: 0.3843 loss_class_dn_3: 0.06145 loss_bbox_dn_3: 0.1529 loss_giou_dn_3: 0.3758 loss_class_dn_4: 0.05741 loss_bbox_dn_4: 0.152 loss_giou_dn_4: 0.3741 time: 1.1145 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 11:31:02 d2.utils.events]: eta: 2 days, 2:39:30 iter: 59299 total_loss: 9.375 loss_class: 0.248 loss_bbox: 0.1129 loss_giou: 0.3855 loss_class_0: 0.2866 loss_bbox_0: 0.1237 loss_giou_0: 0.4025 loss_class_1: 0.2662 loss_bbox_1: 0.1195 loss_giou_1: 0.3961 loss_class_2: 0.2543 loss_bbox_2: 0.1159 loss_giou_2: 0.3923 loss_class_3: 0.2519 loss_bbox_3: 0.1136 loss_giou_3: 0.3903 loss_class_4: 0.2501 loss_bbox_4: 0.1138 loss_giou_4: 0.3881 loss_class_enc: 0.295 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4361 loss_class_dn: 0.05379 loss_bbox_dn: 0.1519 loss_giou_dn: 0.3822 loss_class_dn_0: 0.105 loss_bbox_dn_0: 0.2341 loss_giou_dn_0: 0.5232 loss_class_dn_1: 0.07533 loss_bbox_dn_1: 0.1762 loss_giou_dn_1: 0.4267 loss_class_dn_2: 0.06371 loss_bbox_dn_2: 0.158 loss_giou_dn_2: 0.3941 loss_class_dn_3: 0.05805 loss_bbox_dn_3: 0.1532 loss_giou_dn_3: 0.3848 loss_class_dn_4: 0.05503 loss_bbox_dn_4: 0.1519 loss_giou_dn_4: 0.3822 time: 1.1145 data_time: 0.0941 lr: 0.0001 max_mem: 43217M [05/20 11:31:58 d2.utils.events]: eta: 2 days, 2:38:58 iter: 59349 total_loss: 9.257 loss_class: 0.2437 loss_bbox: 0.1101 loss_giou: 0.3814 loss_class_0: 0.2797 loss_bbox_0: 0.1187 loss_giou_0: 0.4051 loss_class_1: 0.2588 loss_bbox_1: 0.1157 loss_giou_1: 0.3971 loss_class_2: 0.2495 loss_bbox_2: 0.1113 loss_giou_2: 0.3867 loss_class_3: 0.2478 loss_bbox_3: 0.1101 loss_giou_3: 0.3851 loss_class_4: 0.2442 loss_bbox_4: 0.1095 loss_giou_4: 0.3827 loss_class_enc: 0.2931 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4316 loss_class_dn: 0.05451 loss_bbox_dn: 0.1482 loss_giou_dn: 0.38 loss_class_dn_0: 0.1029 loss_bbox_dn_0: 0.2231 loss_giou_dn_0: 0.5261 loss_class_dn_1: 0.07317 loss_bbox_dn_1: 0.1683 loss_giou_dn_1: 0.4225 loss_class_dn_2: 0.06234 loss_bbox_dn_2: 0.1542 loss_giou_dn_2: 0.393 loss_class_dn_3: 0.0582 loss_bbox_dn_3: 0.1493 loss_giou_dn_3: 0.3825 loss_class_dn_4: 0.05593 loss_bbox_dn_4: 0.1483 loss_giou_dn_4: 0.3797 time: 1.1145 data_time: 0.0944 lr: 0.0001 max_mem: 43217M [05/20 11:32:54 d2.utils.events]: eta: 2 days, 2:37:32 iter: 59399 total_loss: 9.406 loss_class: 0.2567 loss_bbox: 0.1135 loss_giou: 0.3813 loss_class_0: 0.2907 loss_bbox_0: 0.1263 loss_giou_0: 0.4036 loss_class_1: 0.2722 loss_bbox_1: 0.1207 loss_giou_1: 0.3915 loss_class_2: 0.2628 loss_bbox_2: 0.1159 loss_giou_2: 0.3861 loss_class_3: 0.261 loss_bbox_3: 0.1143 loss_giou_3: 0.3824 loss_class_4: 0.2568 loss_bbox_4: 0.1127 loss_giou_4: 0.3807 loss_class_enc: 0.2999 loss_bbox_enc: 0.1403 loss_giou_enc: 0.4337 loss_class_dn: 0.05448 loss_bbox_dn: 0.1562 loss_giou_dn: 0.3769 loss_class_dn_0: 0.1062 loss_bbox_dn_0: 0.2327 loss_giou_dn_0: 0.5246 loss_class_dn_1: 0.07582 loss_bbox_dn_1: 0.1781 loss_giou_dn_1: 0.417 loss_class_dn_2: 0.06263 loss_bbox_dn_2: 0.1607 loss_giou_dn_2: 0.3872 loss_class_dn_3: 0.05852 loss_bbox_dn_3: 0.1572 loss_giou_dn_3: 0.379 loss_class_dn_4: 0.05571 loss_bbox_dn_4: 0.1563 loss_giou_dn_4: 0.3766 time: 1.1145 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 11:33:50 d2.utils.events]: eta: 2 days, 2:39:50 iter: 59449 total_loss: 9.196 loss_class: 0.2503 loss_bbox: 0.108 loss_giou: 0.3748 loss_class_0: 0.2823 loss_bbox_0: 0.119 loss_giou_0: 0.3955 loss_class_1: 0.2664 loss_bbox_1: 0.1142 loss_giou_1: 0.3882 loss_class_2: 0.2549 loss_bbox_2: 0.1102 loss_giou_2: 0.3824 loss_class_3: 0.2532 loss_bbox_3: 0.1086 loss_giou_3: 0.3783 loss_class_4: 0.2511 loss_bbox_4: 0.109 loss_giou_4: 0.3757 loss_class_enc: 0.2955 loss_bbox_enc: 0.1309 loss_giou_enc: 0.423 loss_class_dn: 0.05491 loss_bbox_dn: 0.1483 loss_giou_dn: 0.3723 loss_class_dn_0: 0.107 loss_bbox_dn_0: 0.2253 loss_giou_dn_0: 0.5165 loss_class_dn_1: 0.07609 loss_bbox_dn_1: 0.1713 loss_giou_dn_1: 0.4124 loss_class_dn_2: 0.06424 loss_bbox_dn_2: 0.155 loss_giou_dn_2: 0.3851 loss_class_dn_3: 0.05923 loss_bbox_dn_3: 0.1493 loss_giou_dn_3: 0.375 loss_class_dn_4: 0.0564 loss_bbox_dn_4: 0.1482 loss_giou_dn_4: 0.3722 time: 1.1145 data_time: 0.1029 lr: 0.0001 max_mem: 43217M [05/20 11:34:46 d2.utils.events]: eta: 2 days, 2:35:50 iter: 59499 total_loss: 9.254 loss_class: 0.2535 loss_bbox: 0.1148 loss_giou: 0.3772 loss_class_0: 0.2876 loss_bbox_0: 0.1247 loss_giou_0: 0.3989 loss_class_1: 0.2645 loss_bbox_1: 0.1203 loss_giou_1: 0.3884 loss_class_2: 0.2581 loss_bbox_2: 0.1174 loss_giou_2: 0.3837 loss_class_3: 0.2548 loss_bbox_3: 0.1149 loss_giou_3: 0.3804 loss_class_4: 0.2539 loss_bbox_4: 0.1146 loss_giou_4: 0.3771 loss_class_enc: 0.2958 loss_bbox_enc: 0.1364 loss_giou_enc: 0.4286 loss_class_dn: 0.05756 loss_bbox_dn: 0.154 loss_giou_dn: 0.3753 loss_class_dn_0: 0.1107 loss_bbox_dn_0: 0.2346 loss_giou_dn_0: 0.5213 loss_class_dn_1: 0.07881 loss_bbox_dn_1: 0.1778 loss_giou_dn_1: 0.4168 loss_class_dn_2: 0.06605 loss_bbox_dn_2: 0.1597 loss_giou_dn_2: 0.3868 loss_class_dn_3: 0.0622 loss_bbox_dn_3: 0.1556 loss_giou_dn_3: 0.3776 loss_class_dn_4: 0.05929 loss_bbox_dn_4: 0.1541 loss_giou_dn_4: 0.3752 time: 1.1145 data_time: 0.0948 lr: 0.0001 max_mem: 43217M [05/20 11:35:42 d2.utils.events]: eta: 2 days, 2:34:47 iter: 59549 total_loss: 9.393 loss_class: 0.2553 loss_bbox: 0.1076 loss_giou: 0.3866 loss_class_0: 0.2878 loss_bbox_0: 0.1188 loss_giou_0: 0.4116 loss_class_1: 0.2688 loss_bbox_1: 0.1135 loss_giou_1: 0.3987 loss_class_2: 0.2619 loss_bbox_2: 0.1092 loss_giou_2: 0.3936 loss_class_3: 0.2591 loss_bbox_3: 0.1087 loss_giou_3: 0.3899 loss_class_4: 0.2562 loss_bbox_4: 0.1079 loss_giou_4: 0.3877 loss_class_enc: 0.297 loss_bbox_enc: 0.1326 loss_giou_enc: 0.4421 loss_class_dn: 0.05464 loss_bbox_dn: 0.1476 loss_giou_dn: 0.3873 loss_class_dn_0: 0.1054 loss_bbox_dn_0: 0.2225 loss_giou_dn_0: 0.532 loss_class_dn_1: 0.07565 loss_bbox_dn_1: 0.1687 loss_giou_dn_1: 0.434 loss_class_dn_2: 0.06462 loss_bbox_dn_2: 0.1527 loss_giou_dn_2: 0.4009 loss_class_dn_3: 0.05927 loss_bbox_dn_3: 0.1484 loss_giou_dn_3: 0.3905 loss_class_dn_4: 0.05589 loss_bbox_dn_4: 0.1477 loss_giou_dn_4: 0.3869 time: 1.1144 data_time: 0.1032 lr: 0.0001 max_mem: 43217M [05/20 11:36:38 d2.utils.events]: eta: 2 days, 2:29:53 iter: 59599 total_loss: 9.251 loss_class: 0.2501 loss_bbox: 0.1138 loss_giou: 0.3759 loss_class_0: 0.2896 loss_bbox_0: 0.1241 loss_giou_0: 0.4027 loss_class_1: 0.2679 loss_bbox_1: 0.1198 loss_giou_1: 0.3898 loss_class_2: 0.2562 loss_bbox_2: 0.1153 loss_giou_2: 0.3823 loss_class_3: 0.2555 loss_bbox_3: 0.1152 loss_giou_3: 0.3771 loss_class_4: 0.253 loss_bbox_4: 0.1138 loss_giou_4: 0.3758 loss_class_enc: 0.2933 loss_bbox_enc: 0.1356 loss_giou_enc: 0.4269 loss_class_dn: 0.05519 loss_bbox_dn: 0.154 loss_giou_dn: 0.3679 loss_class_dn_0: 0.1059 loss_bbox_dn_0: 0.2419 loss_giou_dn_0: 0.5192 loss_class_dn_1: 0.07634 loss_bbox_dn_1: 0.1794 loss_giou_dn_1: 0.412 loss_class_dn_2: 0.0635 loss_bbox_dn_2: 0.1602 loss_giou_dn_2: 0.3811 loss_class_dn_3: 0.05953 loss_bbox_dn_3: 0.1554 loss_giou_dn_3: 0.3704 loss_class_dn_4: 0.05532 loss_bbox_dn_4: 0.1541 loss_giou_dn_4: 0.3679 time: 1.1144 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 11:37:35 d2.utils.events]: eta: 2 days, 2:36:21 iter: 59649 total_loss: 9.213 loss_class: 0.2493 loss_bbox: 0.106 loss_giou: 0.3712 loss_class_0: 0.2829 loss_bbox_0: 0.1204 loss_giou_0: 0.3958 loss_class_1: 0.2637 loss_bbox_1: 0.1134 loss_giou_1: 0.3827 loss_class_2: 0.2558 loss_bbox_2: 0.1095 loss_giou_2: 0.379 loss_class_3: 0.253 loss_bbox_3: 0.1071 loss_giou_3: 0.3725 loss_class_4: 0.249 loss_bbox_4: 0.1061 loss_giou_4: 0.372 loss_class_enc: 0.2951 loss_bbox_enc: 0.1341 loss_giou_enc: 0.4274 loss_class_dn: 0.05081 loss_bbox_dn: 0.1459 loss_giou_dn: 0.373 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2269 loss_giou_dn_0: 0.5225 loss_class_dn_1: 0.07145 loss_bbox_dn_1: 0.1677 loss_giou_dn_1: 0.4172 loss_class_dn_2: 0.05955 loss_bbox_dn_2: 0.1506 loss_giou_dn_2: 0.3854 loss_class_dn_3: 0.05589 loss_bbox_dn_3: 0.1463 loss_giou_dn_3: 0.3757 loss_class_dn_4: 0.05198 loss_bbox_dn_4: 0.146 loss_giou_dn_4: 0.3731 time: 1.1145 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 11:38:31 d2.utils.events]: eta: 2 days, 2:36:38 iter: 59699 total_loss: 9.428 loss_class: 0.2486 loss_bbox: 0.1098 loss_giou: 0.3794 loss_class_0: 0.2866 loss_bbox_0: 0.1211 loss_giou_0: 0.3962 loss_class_1: 0.2653 loss_bbox_1: 0.1163 loss_giou_1: 0.3927 loss_class_2: 0.2579 loss_bbox_2: 0.1124 loss_giou_2: 0.3856 loss_class_3: 0.2539 loss_bbox_3: 0.111 loss_giou_3: 0.3814 loss_class_4: 0.2498 loss_bbox_4: 0.1097 loss_giou_4: 0.3776 loss_class_enc: 0.2967 loss_bbox_enc: 0.1324 loss_giou_enc: 0.4263 loss_class_dn: 0.05568 loss_bbox_dn: 0.1533 loss_giou_dn: 0.3802 loss_class_dn_0: 0.1044 loss_bbox_dn_0: 0.2334 loss_giou_dn_0: 0.5289 loss_class_dn_1: 0.07644 loss_bbox_dn_1: 0.1751 loss_giou_dn_1: 0.4223 loss_class_dn_2: 0.064 loss_bbox_dn_2: 0.158 loss_giou_dn_2: 0.3916 loss_class_dn_3: 0.06001 loss_bbox_dn_3: 0.1538 loss_giou_dn_3: 0.3823 loss_class_dn_4: 0.05642 loss_bbox_dn_4: 0.1533 loss_giou_dn_4: 0.3801 time: 1.1145 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 11:39:27 d2.utils.events]: eta: 2 days, 2:33:10 iter: 59749 total_loss: 9.386 loss_class: 0.2502 loss_bbox: 0.113 loss_giou: 0.3814 loss_class_0: 0.2872 loss_bbox_0: 0.1241 loss_giou_0: 0.4045 loss_class_1: 0.2661 loss_bbox_1: 0.1187 loss_giou_1: 0.3944 loss_class_2: 0.2555 loss_bbox_2: 0.1157 loss_giou_2: 0.388 loss_class_3: 0.2528 loss_bbox_3: 0.1149 loss_giou_3: 0.3848 loss_class_4: 0.2507 loss_bbox_4: 0.1133 loss_giou_4: 0.3832 loss_class_enc: 0.2946 loss_bbox_enc: 0.1408 loss_giou_enc: 0.4327 loss_class_dn: 0.05642 loss_bbox_dn: 0.1525 loss_giou_dn: 0.3707 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2407 loss_giou_dn_0: 0.5281 loss_class_dn_1: 0.07641 loss_bbox_dn_1: 0.1788 loss_giou_dn_1: 0.4188 loss_class_dn_2: 0.06549 loss_bbox_dn_2: 0.1594 loss_giou_dn_2: 0.3828 loss_class_dn_3: 0.06171 loss_bbox_dn_3: 0.1531 loss_giou_dn_3: 0.3729 loss_class_dn_4: 0.05786 loss_bbox_dn_4: 0.1527 loss_giou_dn_4: 0.3706 time: 1.1145 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 11:40:24 d2.utils.events]: eta: 2 days, 2:32:15 iter: 59799 total_loss: 9.405 loss_class: 0.2491 loss_bbox: 0.1125 loss_giou: 0.3826 loss_class_0: 0.2818 loss_bbox_0: 0.1235 loss_giou_0: 0.4041 loss_class_1: 0.2615 loss_bbox_1: 0.1169 loss_giou_1: 0.3961 loss_class_2: 0.2532 loss_bbox_2: 0.1153 loss_giou_2: 0.3888 loss_class_3: 0.2513 loss_bbox_3: 0.1124 loss_giou_3: 0.3859 loss_class_4: 0.2495 loss_bbox_4: 0.113 loss_giou_4: 0.3838 loss_class_enc: 0.2933 loss_bbox_enc: 0.138 loss_giou_enc: 0.4336 loss_class_dn: 0.05434 loss_bbox_dn: 0.1499 loss_giou_dn: 0.3796 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2336 loss_giou_dn_0: 0.5311 loss_class_dn_1: 0.07319 loss_bbox_dn_1: 0.1712 loss_giou_dn_1: 0.4264 loss_class_dn_2: 0.06356 loss_bbox_dn_2: 0.1549 loss_giou_dn_2: 0.3916 loss_class_dn_3: 0.05886 loss_bbox_dn_3: 0.1509 loss_giou_dn_3: 0.3816 loss_class_dn_4: 0.05537 loss_bbox_dn_4: 0.1498 loss_giou_dn_4: 0.3792 time: 1.1145 data_time: 0.0857 lr: 0.0001 max_mem: 43217M [05/20 11:41:20 d2.utils.events]: eta: 2 days, 2:33:10 iter: 59849 total_loss: 9.173 loss_class: 0.2453 loss_bbox: 0.1116 loss_giou: 0.3734 loss_class_0: 0.2808 loss_bbox_0: 0.121 loss_giou_0: 0.3934 loss_class_1: 0.2614 loss_bbox_1: 0.1173 loss_giou_1: 0.3821 loss_class_2: 0.2506 loss_bbox_2: 0.1145 loss_giou_2: 0.3798 loss_class_3: 0.2484 loss_bbox_3: 0.1123 loss_giou_3: 0.3745 loss_class_4: 0.2459 loss_bbox_4: 0.1115 loss_giou_4: 0.3732 loss_class_enc: 0.29 loss_bbox_enc: 0.1335 loss_giou_enc: 0.4192 loss_class_dn: 0.05442 loss_bbox_dn: 0.1486 loss_giou_dn: 0.3646 loss_class_dn_0: 0.1048 loss_bbox_dn_0: 0.2254 loss_giou_dn_0: 0.5105 loss_class_dn_1: 0.07615 loss_bbox_dn_1: 0.1704 loss_giou_dn_1: 0.4043 loss_class_dn_2: 0.06372 loss_bbox_dn_2: 0.1548 loss_giou_dn_2: 0.3773 loss_class_dn_3: 0.05909 loss_bbox_dn_3: 0.15 loss_giou_dn_3: 0.367 loss_class_dn_4: 0.05548 loss_bbox_dn_4: 0.1485 loss_giou_dn_4: 0.3647 time: 1.1145 data_time: 0.0939 lr: 0.0001 max_mem: 43217M [05/20 11:42:17 d2.utils.events]: eta: 2 days, 2:31:42 iter: 59899 total_loss: 9.619 loss_class: 0.2599 loss_bbox: 0.1122 loss_giou: 0.3852 loss_class_0: 0.2963 loss_bbox_0: 0.1263 loss_giou_0: 0.4058 loss_class_1: 0.2769 loss_bbox_1: 0.1177 loss_giou_1: 0.3968 loss_class_2: 0.269 loss_bbox_2: 0.116 loss_giou_2: 0.3926 loss_class_3: 0.264 loss_bbox_3: 0.1131 loss_giou_3: 0.3878 loss_class_4: 0.2612 loss_bbox_4: 0.1125 loss_giou_4: 0.3857 loss_class_enc: 0.3036 loss_bbox_enc: 0.1382 loss_giou_enc: 0.4353 loss_class_dn: 0.05676 loss_bbox_dn: 0.1597 loss_giou_dn: 0.3826 loss_class_dn_0: 0.1075 loss_bbox_dn_0: 0.2491 loss_giou_dn_0: 0.5353 loss_class_dn_1: 0.07787 loss_bbox_dn_1: 0.1892 loss_giou_dn_1: 0.4303 loss_class_dn_2: 0.06496 loss_bbox_dn_2: 0.1678 loss_giou_dn_2: 0.3964 loss_class_dn_3: 0.06112 loss_bbox_dn_3: 0.1609 loss_giou_dn_3: 0.3852 loss_class_dn_4: 0.05783 loss_bbox_dn_4: 0.1597 loss_giou_dn_4: 0.3826 time: 1.1145 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 11:43:14 d2.utils.events]: eta: 2 days, 2:32:39 iter: 59949 total_loss: 9.535 loss_class: 0.2521 loss_bbox: 0.1168 loss_giou: 0.3849 loss_class_0: 0.288 loss_bbox_0: 0.127 loss_giou_0: 0.4071 loss_class_1: 0.2699 loss_bbox_1: 0.1215 loss_giou_1: 0.3965 loss_class_2: 0.2609 loss_bbox_2: 0.1194 loss_giou_2: 0.3913 loss_class_3: 0.258 loss_bbox_3: 0.1172 loss_giou_3: 0.3866 loss_class_4: 0.252 loss_bbox_4: 0.117 loss_giou_4: 0.3847 loss_class_enc: 0.2998 loss_bbox_enc: 0.1415 loss_giou_enc: 0.4348 loss_class_dn: 0.05887 loss_bbox_dn: 0.1572 loss_giou_dn: 0.376 loss_class_dn_0: 0.1088 loss_bbox_dn_0: 0.2406 loss_giou_dn_0: 0.5262 loss_class_dn_1: 0.07768 loss_bbox_dn_1: 0.1783 loss_giou_dn_1: 0.4182 loss_class_dn_2: 0.06699 loss_bbox_dn_2: 0.162 loss_giou_dn_2: 0.3879 loss_class_dn_3: 0.06306 loss_bbox_dn_3: 0.1579 loss_giou_dn_3: 0.3784 loss_class_dn_4: 0.05964 loss_bbox_dn_4: 0.1571 loss_giou_dn_4: 0.3759 time: 1.1145 data_time: 0.1046 lr: 0.0001 max_mem: 43217M [05/20 11:44:10 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0059999.pth [05/20 11:44:24 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/20 11:44:39 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/20 11:44:44 d2.data.common]: Serialized dataset takes 894.47 MiB [05/20 11:44:45 d2.evaluation.evaluator]: Start inference on 313 batches [05/20 11:45:44 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0039 s/iter. Inference: 0.0659 s/iter. Eval: 0.0003 s/iter. Total: 0.0702 s/iter. ETA=0:00:21 [05/20 11:45:49 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0048 s/iter. Inference: 0.0653 s/iter. Eval: 0.0003 s/iter. Total: 0.0705 s/iter. ETA=0:00:16 [05/20 11:45:55 d2.evaluation.evaluator]: Inference done 149/313. Dataloading: 0.0049 s/iter. Inference: 0.0673 s/iter. Eval: 0.0003 s/iter. Total: 0.0726 s/iter. ETA=0:00:11 [05/20 11:46:00 d2.evaluation.evaluator]: Inference done 222/313. Dataloading: 0.0048 s/iter. Inference: 0.0662 s/iter. Eval: 0.0003 s/iter. Total: 0.0715 s/iter. ETA=0:00:06 [05/20 11:46:05 d2.evaluation.evaluator]: Inference done 293/313. Dataloading: 0.0049 s/iter. Inference: 0.0659 s/iter. Eval: 0.0003 s/iter. Total: 0.0713 s/iter. ETA=0:00:01 [05/20 11:46:07 d2.evaluation.evaluator]: Total inference time: 0:00:22.936753 (0.074470 s / iter per device, on 16 devices) [05/20 11:46:07 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.067111 s / iter per device, on 16 devices) [05/20 11:46:20 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/20 11:46:20 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/20 11:46:27 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=7.16s) creating index... index created! [05/20 11:46:35 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/20 11:46:56 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.29 seconds. [05/20 11:46:56 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/20 11:47:00 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.48 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.595 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.471 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.839 [05/20 11:47:00 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 43.590 | 59.550 | 47.458 | 30.371 | 47.106 | 55.066 | [05/20 11:47:00 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 59.727 | bicycle | 33.864 | car | 49.087 | | motorcycle | 42.610 | airplane | 74.833 | bus | 72.742 | | train | 67.782 | truck | 32.354 | boat | 31.376 | | traffic light | 30.198 | fire hydrant | 72.132 | stop sign | 59.640 | | parking meter | 15.449 | bench | 27.768 | bird | 42.179 | | cat | 74.388 | dog | 67.462 | horse | 65.232 | | sheep | 52.340 | cow | 59.821 | elephant | 70.216 | | bear | 73.099 | zebra | 72.018 | giraffe | 73.283 | | backpack | 18.664 | umbrella | 44.464 | handbag | 14.380 | | tie | 39.919 | suitcase | 33.822 | frisbee | 70.628 | | skis | 26.932 | snowboard | 44.301 | sports ball | 39.392 | | kite | 45.268 | baseball bat | 33.208 | baseball glove | 47.422 | | skateboard | 52.344 | surfboard | 43.798 | tennis racket | 49.392 | | bottle | 39.770 | wine glass | 44.633 | cup | 50.113 | | fork | 41.907 | knife | 20.210 | spoon | 21.586 | | bowl | 47.616 | banana | 19.873 | apple | 20.455 | | sandwich | 33.389 | orange | 27.767 | broccoli | 20.171 | | carrot | 15.338 | hot dog | 32.332 | pizza | 60.380 | | donut | 49.035 | cake | 41.532 | chair | 33.061 | | couch | 46.485 | potted plant | 24.666 | bed | 39.228 | | dining table | 26.338 | toilet | 58.847 | tv | 63.020 | | laptop | 70.944 | mouse | 64.117 | remote | 24.030 | | keyboard | 50.798 | cell phone | 43.407 | microwave | 65.657 | | oven | 12.173 | toaster | 34.874 | sink | 35.741 | | refrigerator | 60.524 | book | 9.858 | clock | 49.200 | | vase | 38.179 | scissors | 29.360 | teddy bear | 51.854 | | hair drier | 11.346 | toothbrush | 33.837 | | | [05/20 11:47:02 d2.evaluation.testing]: copypaste: Task: bbox [05/20 11:47:02 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/20 11:47:02 d2.evaluation.testing]: copypaste: 43.5898,59.5500,47.4584,30.3712,47.1056,55.0663 [05/20 11:47:02 d2.utils.events]: eta: 2 days, 2:32:18 iter: 59999 total_loss: 9.375 loss_class: 0.2414 loss_bbox: 0.1137 loss_giou: 0.389 loss_class_0: 0.2789 loss_bbox_0: 0.1237 loss_giou_0: 0.4088 loss_class_1: 0.2585 loss_bbox_1: 0.1197 loss_giou_1: 0.4032 loss_class_2: 0.2503 loss_bbox_2: 0.1157 loss_giou_2: 0.3972 loss_class_3: 0.2466 loss_bbox_3: 0.1151 loss_giou_3: 0.3905 loss_class_4: 0.2416 loss_bbox_4: 0.1141 loss_giou_4: 0.3905 loss_class_enc: 0.2897 loss_bbox_enc: 0.1377 loss_giou_enc: 0.4429 loss_class_dn: 0.05497 loss_bbox_dn: 0.1464 loss_giou_dn: 0.3756 loss_class_dn_0: 0.1064 loss_bbox_dn_0: 0.2281 loss_giou_dn_0: 0.5256 loss_class_dn_1: 0.07573 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4156 loss_class_dn_2: 0.0642 loss_bbox_dn_2: 0.1521 loss_giou_dn_2: 0.3888 loss_class_dn_3: 0.06054 loss_bbox_dn_3: 0.1479 loss_giou_dn_3: 0.3778 loss_class_dn_4: 0.05672 loss_bbox_dn_4: 0.1465 loss_giou_dn_4: 0.3755 time: 1.1145 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 11:47:58 d2.utils.events]: eta: 2 days, 2:33:39 iter: 60049 total_loss: 9.363 loss_class: 0.2506 loss_bbox: 0.1133 loss_giou: 0.3875 loss_class_0: 0.2855 loss_bbox_0: 0.1237 loss_giou_0: 0.4085 loss_class_1: 0.2629 loss_bbox_1: 0.1191 loss_giou_1: 0.4012 loss_class_2: 0.2554 loss_bbox_2: 0.1158 loss_giou_2: 0.3963 loss_class_3: 0.2528 loss_bbox_3: 0.1134 loss_giou_3: 0.3892 loss_class_4: 0.2519 loss_bbox_4: 0.1132 loss_giou_4: 0.3866 loss_class_enc: 0.2933 loss_bbox_enc: 0.136 loss_giou_enc: 0.4351 loss_class_dn: 0.05324 loss_bbox_dn: 0.1438 loss_giou_dn: 0.3795 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2313 loss_giou_dn_0: 0.5223 loss_class_dn_1: 0.07572 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4209 loss_class_dn_2: 0.06245 loss_bbox_dn_2: 0.149 loss_giou_dn_2: 0.3908 loss_class_dn_3: 0.05799 loss_bbox_dn_3: 0.1444 loss_giou_dn_3: 0.3817 loss_class_dn_4: 0.05421 loss_bbox_dn_4: 0.1438 loss_giou_dn_4: 0.3792 time: 1.1145 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 11:48:54 d2.utils.events]: eta: 2 days, 2:31:40 iter: 60099 total_loss: 9.458 loss_class: 0.2537 loss_bbox: 0.1139 loss_giou: 0.3808 loss_class_0: 0.2841 loss_bbox_0: 0.1253 loss_giou_0: 0.4064 loss_class_1: 0.2687 loss_bbox_1: 0.1196 loss_giou_1: 0.3922 loss_class_2: 0.2578 loss_bbox_2: 0.1181 loss_giou_2: 0.3852 loss_class_3: 0.2567 loss_bbox_3: 0.1149 loss_giou_3: 0.3808 loss_class_4: 0.2547 loss_bbox_4: 0.1149 loss_giou_4: 0.3795 loss_class_enc: 0.3023 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4355 loss_class_dn: 0.05599 loss_bbox_dn: 0.1489 loss_giou_dn: 0.3761 loss_class_dn_0: 0.1075 loss_bbox_dn_0: 0.2347 loss_giou_dn_0: 0.527 loss_class_dn_1: 0.07778 loss_bbox_dn_1: 0.1742 loss_giou_dn_1: 0.4227 loss_class_dn_2: 0.06401 loss_bbox_dn_2: 0.1541 loss_giou_dn_2: 0.3896 loss_class_dn_3: 0.06004 loss_bbox_dn_3: 0.1495 loss_giou_dn_3: 0.379 loss_class_dn_4: 0.05696 loss_bbox_dn_4: 0.1489 loss_giou_dn_4: 0.376 time: 1.1145 data_time: 0.1025 lr: 0.0001 max_mem: 43217M [05/20 11:49:50 d2.utils.events]: eta: 2 days, 2:31:05 iter: 60149 total_loss: 9.487 loss_class: 0.2523 loss_bbox: 0.1147 loss_giou: 0.3888 loss_class_0: 0.2876 loss_bbox_0: 0.1248 loss_giou_0: 0.4121 loss_class_1: 0.2687 loss_bbox_1: 0.1182 loss_giou_1: 0.4009 loss_class_2: 0.2582 loss_bbox_2: 0.1174 loss_giou_2: 0.3944 loss_class_3: 0.2565 loss_bbox_3: 0.1156 loss_giou_3: 0.3905 loss_class_4: 0.2542 loss_bbox_4: 0.1146 loss_giou_4: 0.3901 loss_class_enc: 0.2983 loss_bbox_enc: 0.1398 loss_giou_enc: 0.4416 loss_class_dn: 0.05583 loss_bbox_dn: 0.1515 loss_giou_dn: 0.3751 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.2347 loss_giou_dn_0: 0.5295 loss_class_dn_1: 0.07884 loss_bbox_dn_1: 0.1759 loss_giou_dn_1: 0.4195 loss_class_dn_2: 0.06495 loss_bbox_dn_2: 0.1579 loss_giou_dn_2: 0.3892 loss_class_dn_3: 0.06044 loss_bbox_dn_3: 0.1526 loss_giou_dn_3: 0.3782 loss_class_dn_4: 0.0568 loss_bbox_dn_4: 0.1517 loss_giou_dn_4: 0.375 time: 1.1145 data_time: 0.1094 lr: 0.0001 max_mem: 43217M [05/20 11:50:46 d2.utils.events]: eta: 2 days, 2:29:09 iter: 60199 total_loss: 9.36 loss_class: 0.2549 loss_bbox: 0.112 loss_giou: 0.3725 loss_class_0: 0.2889 loss_bbox_0: 0.1265 loss_giou_0: 0.3963 loss_class_1: 0.2708 loss_bbox_1: 0.1188 loss_giou_1: 0.382 loss_class_2: 0.261 loss_bbox_2: 0.1162 loss_giou_2: 0.3802 loss_class_3: 0.2599 loss_bbox_3: 0.1133 loss_giou_3: 0.3748 loss_class_4: 0.255 loss_bbox_4: 0.1112 loss_giou_4: 0.3731 loss_class_enc: 0.3018 loss_bbox_enc: 0.1377 loss_giou_enc: 0.4208 loss_class_dn: 0.06033 loss_bbox_dn: 0.1585 loss_giou_dn: 0.3762 loss_class_dn_0: 0.1104 loss_bbox_dn_0: 0.2446 loss_giou_dn_0: 0.5184 loss_class_dn_1: 0.08065 loss_bbox_dn_1: 0.1811 loss_giou_dn_1: 0.4184 loss_class_dn_2: 0.06873 loss_bbox_dn_2: 0.1651 loss_giou_dn_2: 0.3896 loss_class_dn_3: 0.06444 loss_bbox_dn_3: 0.1599 loss_giou_dn_3: 0.3795 loss_class_dn_4: 0.06099 loss_bbox_dn_4: 0.1586 loss_giou_dn_4: 0.3761 time: 1.1145 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 11:51:41 d2.utils.events]: eta: 2 days, 2:28:41 iter: 60249 total_loss: 9.307 loss_class: 0.2511 loss_bbox: 0.1094 loss_giou: 0.3768 loss_class_0: 0.2869 loss_bbox_0: 0.1229 loss_giou_0: 0.3976 loss_class_1: 0.2703 loss_bbox_1: 0.115 loss_giou_1: 0.3892 loss_class_2: 0.2578 loss_bbox_2: 0.1108 loss_giou_2: 0.3838 loss_class_3: 0.2562 loss_bbox_3: 0.1095 loss_giou_3: 0.3785 loss_class_4: 0.2538 loss_bbox_4: 0.109 loss_giou_4: 0.3768 loss_class_enc: 0.298 loss_bbox_enc: 0.1338 loss_giou_enc: 0.4292 loss_class_dn: 0.05397 loss_bbox_dn: 0.1503 loss_giou_dn: 0.3733 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2248 loss_giou_dn_0: 0.5236 loss_class_dn_1: 0.07549 loss_bbox_dn_1: 0.171 loss_giou_dn_1: 0.4148 loss_class_dn_2: 0.063 loss_bbox_dn_2: 0.1552 loss_giou_dn_2: 0.3839 loss_class_dn_3: 0.05794 loss_bbox_dn_3: 0.1514 loss_giou_dn_3: 0.3753 loss_class_dn_4: 0.05508 loss_bbox_dn_4: 0.1503 loss_giou_dn_4: 0.3733 time: 1.1145 data_time: 0.0978 lr: 0.0001 max_mem: 43217M [05/20 11:52:38 d2.utils.events]: eta: 2 days, 2:27:45 iter: 60299 total_loss: 9.256 loss_class: 0.2429 loss_bbox: 0.1101 loss_giou: 0.3724 loss_class_0: 0.2734 loss_bbox_0: 0.122 loss_giou_0: 0.3933 loss_class_1: 0.2564 loss_bbox_1: 0.1168 loss_giou_1: 0.3799 loss_class_2: 0.2484 loss_bbox_2: 0.1129 loss_giou_2: 0.3774 loss_class_3: 0.2477 loss_bbox_3: 0.11 loss_giou_3: 0.3745 loss_class_4: 0.2454 loss_bbox_4: 0.1103 loss_giou_4: 0.3732 loss_class_enc: 0.2899 loss_bbox_enc: 0.1324 loss_giou_enc: 0.4149 loss_class_dn: 0.0565 loss_bbox_dn: 0.1448 loss_giou_dn: 0.3632 loss_class_dn_0: 0.1081 loss_bbox_dn_0: 0.2298 loss_giou_dn_0: 0.5132 loss_class_dn_1: 0.07718 loss_bbox_dn_1: 0.1676 loss_giou_dn_1: 0.406 loss_class_dn_2: 0.0642 loss_bbox_dn_2: 0.1499 loss_giou_dn_2: 0.3768 loss_class_dn_3: 0.0604 loss_bbox_dn_3: 0.1457 loss_giou_dn_3: 0.366 loss_class_dn_4: 0.05787 loss_bbox_dn_4: 0.1448 loss_giou_dn_4: 0.3631 time: 1.1145 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 11:53:33 d2.utils.events]: eta: 2 days, 2:26:50 iter: 60349 total_loss: 9.277 loss_class: 0.2512 loss_bbox: 0.1118 loss_giou: 0.382 loss_class_0: 0.2851 loss_bbox_0: 0.1209 loss_giou_0: 0.399 loss_class_1: 0.2666 loss_bbox_1: 0.1166 loss_giou_1: 0.3923 loss_class_2: 0.2572 loss_bbox_2: 0.114 loss_giou_2: 0.3887 loss_class_3: 0.2543 loss_bbox_3: 0.113 loss_giou_3: 0.3826 loss_class_4: 0.2525 loss_bbox_4: 0.1115 loss_giou_4: 0.3821 loss_class_enc: 0.2935 loss_bbox_enc: 0.1323 loss_giou_enc: 0.425 loss_class_dn: 0.05535 loss_bbox_dn: 0.1451 loss_giou_dn: 0.3681 loss_class_dn_0: 0.1076 loss_bbox_dn_0: 0.2222 loss_giou_dn_0: 0.5155 loss_class_dn_1: 0.07815 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4096 loss_class_dn_2: 0.06475 loss_bbox_dn_2: 0.1505 loss_giou_dn_2: 0.3815 loss_class_dn_3: 0.06004 loss_bbox_dn_3: 0.1462 loss_giou_dn_3: 0.3708 loss_class_dn_4: 0.05722 loss_bbox_dn_4: 0.1453 loss_giou_dn_4: 0.3681 time: 1.1145 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 11:54:29 d2.utils.events]: eta: 2 days, 2:25:07 iter: 60399 total_loss: 9.404 loss_class: 0.2499 loss_bbox: 0.1124 loss_giou: 0.3823 loss_class_0: 0.2794 loss_bbox_0: 0.1234 loss_giou_0: 0.4034 loss_class_1: 0.2626 loss_bbox_1: 0.1187 loss_giou_1: 0.3922 loss_class_2: 0.2556 loss_bbox_2: 0.1162 loss_giou_2: 0.3855 loss_class_3: 0.2529 loss_bbox_3: 0.1133 loss_giou_3: 0.3825 loss_class_4: 0.251 loss_bbox_4: 0.1131 loss_giou_4: 0.382 loss_class_enc: 0.2923 loss_bbox_enc: 0.1376 loss_giou_enc: 0.4298 loss_class_dn: 0.05648 loss_bbox_dn: 0.1508 loss_giou_dn: 0.3829 loss_class_dn_0: 0.1078 loss_bbox_dn_0: 0.234 loss_giou_dn_0: 0.532 loss_class_dn_1: 0.07788 loss_bbox_dn_1: 0.1734 loss_giou_dn_1: 0.4254 loss_class_dn_2: 0.06571 loss_bbox_dn_2: 0.1562 loss_giou_dn_2: 0.3948 loss_class_dn_3: 0.0617 loss_bbox_dn_3: 0.1519 loss_giou_dn_3: 0.3846 loss_class_dn_4: 0.05783 loss_bbox_dn_4: 0.1508 loss_giou_dn_4: 0.3828 time: 1.1145 data_time: 0.1059 lr: 0.0001 max_mem: 43217M [05/20 11:55:25 d2.utils.events]: eta: 2 days, 2:23:51 iter: 60449 total_loss: 9.346 loss_class: 0.2471 loss_bbox: 0.1118 loss_giou: 0.3824 loss_class_0: 0.2799 loss_bbox_0: 0.1241 loss_giou_0: 0.4057 loss_class_1: 0.2615 loss_bbox_1: 0.1187 loss_giou_1: 0.3932 loss_class_2: 0.2534 loss_bbox_2: 0.114 loss_giou_2: 0.3846 loss_class_3: 0.2525 loss_bbox_3: 0.1114 loss_giou_3: 0.381 loss_class_4: 0.2482 loss_bbox_4: 0.1115 loss_giou_4: 0.3804 loss_class_enc: 0.2908 loss_bbox_enc: 0.1377 loss_giou_enc: 0.4328 loss_class_dn: 0.0541 loss_bbox_dn: 0.1489 loss_giou_dn: 0.3757 loss_class_dn_0: 0.106 loss_bbox_dn_0: 0.2328 loss_giou_dn_0: 0.5285 loss_class_dn_1: 0.07402 loss_bbox_dn_1: 0.1746 loss_giou_dn_1: 0.4208 loss_class_dn_2: 0.0617 loss_bbox_dn_2: 0.155 loss_giou_dn_2: 0.388 loss_class_dn_3: 0.05776 loss_bbox_dn_3: 0.1502 loss_giou_dn_3: 0.3776 loss_class_dn_4: 0.05496 loss_bbox_dn_4: 0.149 loss_giou_dn_4: 0.3757 time: 1.1145 data_time: 0.1103 lr: 0.0001 max_mem: 43217M [05/20 11:56:21 d2.utils.events]: eta: 2 days, 2:24:39 iter: 60499 total_loss: 9.453 loss_class: 0.2528 loss_bbox: 0.1149 loss_giou: 0.3848 loss_class_0: 0.2873 loss_bbox_0: 0.1267 loss_giou_0: 0.4058 loss_class_1: 0.2698 loss_bbox_1: 0.1206 loss_giou_1: 0.3984 loss_class_2: 0.26 loss_bbox_2: 0.1171 loss_giou_2: 0.39 loss_class_3: 0.2586 loss_bbox_3: 0.1155 loss_giou_3: 0.3875 loss_class_4: 0.2546 loss_bbox_4: 0.1145 loss_giou_4: 0.3845 loss_class_enc: 0.2992 loss_bbox_enc: 0.138 loss_giou_enc: 0.4356 loss_class_dn: 0.05577 loss_bbox_dn: 0.1444 loss_giou_dn: 0.3793 loss_class_dn_0: 0.1076 loss_bbox_dn_0: 0.2259 loss_giou_dn_0: 0.526 loss_class_dn_1: 0.07886 loss_bbox_dn_1: 0.1681 loss_giou_dn_1: 0.4229 loss_class_dn_2: 0.06567 loss_bbox_dn_2: 0.1497 loss_giou_dn_2: 0.3926 loss_class_dn_3: 0.06159 loss_bbox_dn_3: 0.1455 loss_giou_dn_3: 0.3815 loss_class_dn_4: 0.05723 loss_bbox_dn_4: 0.1444 loss_giou_dn_4: 0.3795 time: 1.1145 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/20 11:57:17 d2.utils.events]: eta: 2 days, 2:23:29 iter: 60549 total_loss: 9.389 loss_class: 0.2558 loss_bbox: 0.1128 loss_giou: 0.3747 loss_class_0: 0.2907 loss_bbox_0: 0.1255 loss_giou_0: 0.3954 loss_class_1: 0.2738 loss_bbox_1: 0.1197 loss_giou_1: 0.3885 loss_class_2: 0.2638 loss_bbox_2: 0.1154 loss_giou_2: 0.3817 loss_class_3: 0.2609 loss_bbox_3: 0.1138 loss_giou_3: 0.3759 loss_class_4: 0.2574 loss_bbox_4: 0.1131 loss_giou_4: 0.3747 loss_class_enc: 0.304 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4207 loss_class_dn: 0.05867 loss_bbox_dn: 0.1536 loss_giou_dn: 0.3679 loss_class_dn_0: 0.1116 loss_bbox_dn_0: 0.2355 loss_giou_dn_0: 0.5238 loss_class_dn_1: 0.07901 loss_bbox_dn_1: 0.179 loss_giou_dn_1: 0.4121 loss_class_dn_2: 0.06613 loss_bbox_dn_2: 0.1603 loss_giou_dn_2: 0.3801 loss_class_dn_3: 0.06322 loss_bbox_dn_3: 0.1553 loss_giou_dn_3: 0.3696 loss_class_dn_4: 0.0598 loss_bbox_dn_4: 0.1536 loss_giou_dn_4: 0.3679 time: 1.1145 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 11:58:13 d2.utils.events]: eta: 2 days, 2:24:20 iter: 60599 total_loss: 9.462 loss_class: 0.2519 loss_bbox: 0.1148 loss_giou: 0.3824 loss_class_0: 0.2871 loss_bbox_0: 0.1241 loss_giou_0: 0.4005 loss_class_1: 0.2675 loss_bbox_1: 0.1213 loss_giou_1: 0.3892 loss_class_2: 0.2568 loss_bbox_2: 0.1187 loss_giou_2: 0.3891 loss_class_3: 0.2564 loss_bbox_3: 0.1156 loss_giou_3: 0.3831 loss_class_4: 0.2524 loss_bbox_4: 0.1157 loss_giou_4: 0.3821 loss_class_enc: 0.295 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4264 loss_class_dn: 0.05457 loss_bbox_dn: 0.15 loss_giou_dn: 0.3748 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2338 loss_giou_dn_0: 0.5276 loss_class_dn_1: 0.07458 loss_bbox_dn_1: 0.1756 loss_giou_dn_1: 0.4232 loss_class_dn_2: 0.06299 loss_bbox_dn_2: 0.1568 loss_giou_dn_2: 0.3893 loss_class_dn_3: 0.059 loss_bbox_dn_3: 0.1515 loss_giou_dn_3: 0.3779 loss_class_dn_4: 0.05546 loss_bbox_dn_4: 0.1502 loss_giou_dn_4: 0.3748 time: 1.1145 data_time: 0.0968 lr: 0.0001 max_mem: 43217M [05/20 11:59:09 d2.utils.events]: eta: 2 days, 2:20:30 iter: 60649 total_loss: 9.137 loss_class: 0.2426 loss_bbox: 0.1072 loss_giou: 0.3705 loss_class_0: 0.276 loss_bbox_0: 0.1185 loss_giou_0: 0.3909 loss_class_1: 0.2592 loss_bbox_1: 0.1132 loss_giou_1: 0.3801 loss_class_2: 0.2495 loss_bbox_2: 0.1101 loss_giou_2: 0.3741 loss_class_3: 0.2457 loss_bbox_3: 0.1073 loss_giou_3: 0.3727 loss_class_4: 0.2438 loss_bbox_4: 0.1073 loss_giou_4: 0.3707 loss_class_enc: 0.287 loss_bbox_enc: 0.1335 loss_giou_enc: 0.4158 loss_class_dn: 0.0553 loss_bbox_dn: 0.146 loss_giou_dn: 0.3628 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2279 loss_giou_dn_0: 0.5097 loss_class_dn_1: 0.07636 loss_bbox_dn_1: 0.1691 loss_giou_dn_1: 0.4057 loss_class_dn_2: 0.0642 loss_bbox_dn_2: 0.1512 loss_giou_dn_2: 0.3739 loss_class_dn_3: 0.06017 loss_bbox_dn_3: 0.1469 loss_giou_dn_3: 0.3653 loss_class_dn_4: 0.05684 loss_bbox_dn_4: 0.146 loss_giou_dn_4: 0.3628 time: 1.1145 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 12:00:05 d2.utils.events]: eta: 2 days, 2:21:03 iter: 60699 total_loss: 9.291 loss_class: 0.2521 loss_bbox: 0.1102 loss_giou: 0.3814 loss_class_0: 0.2852 loss_bbox_0: 0.1211 loss_giou_0: 0.402 loss_class_1: 0.2653 loss_bbox_1: 0.1164 loss_giou_1: 0.3963 loss_class_2: 0.258 loss_bbox_2: 0.1121 loss_giou_2: 0.3905 loss_class_3: 0.2559 loss_bbox_3: 0.1106 loss_giou_3: 0.3846 loss_class_4: 0.2537 loss_bbox_4: 0.1101 loss_giou_4: 0.3815 loss_class_enc: 0.2949 loss_bbox_enc: 0.1327 loss_giou_enc: 0.4358 loss_class_dn: 0.05483 loss_bbox_dn: 0.1476 loss_giou_dn: 0.3743 loss_class_dn_0: 0.1015 loss_bbox_dn_0: 0.2337 loss_giou_dn_0: 0.5264 loss_class_dn_1: 0.07278 loss_bbox_dn_1: 0.1745 loss_giou_dn_1: 0.4186 loss_class_dn_2: 0.06266 loss_bbox_dn_2: 0.1535 loss_giou_dn_2: 0.3868 loss_class_dn_3: 0.05882 loss_bbox_dn_3: 0.1488 loss_giou_dn_3: 0.3762 loss_class_dn_4: 0.05566 loss_bbox_dn_4: 0.1475 loss_giou_dn_4: 0.3744 time: 1.1145 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 12:01:02 d2.utils.events]: eta: 2 days, 2:22:40 iter: 60749 total_loss: 9.072 loss_class: 0.2445 loss_bbox: 0.1093 loss_giou: 0.3707 loss_class_0: 0.2758 loss_bbox_0: 0.1209 loss_giou_0: 0.3931 loss_class_1: 0.2582 loss_bbox_1: 0.1155 loss_giou_1: 0.3822 loss_class_2: 0.2501 loss_bbox_2: 0.111 loss_giou_2: 0.3724 loss_class_3: 0.2477 loss_bbox_3: 0.1094 loss_giou_3: 0.3689 loss_class_4: 0.2446 loss_bbox_4: 0.1092 loss_giou_4: 0.3688 loss_class_enc: 0.2867 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4253 loss_class_dn: 0.05356 loss_bbox_dn: 0.1402 loss_giou_dn: 0.3589 loss_class_dn_0: 0.1043 loss_bbox_dn_0: 0.2178 loss_giou_dn_0: 0.5109 loss_class_dn_1: 0.07541 loss_bbox_dn_1: 0.1626 loss_giou_dn_1: 0.3998 loss_class_dn_2: 0.06308 loss_bbox_dn_2: 0.146 loss_giou_dn_2: 0.3705 loss_class_dn_3: 0.05921 loss_bbox_dn_3: 0.1419 loss_giou_dn_3: 0.3611 loss_class_dn_4: 0.05522 loss_bbox_dn_4: 0.1402 loss_giou_dn_4: 0.3588 time: 1.1145 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 12:01:58 d2.utils.events]: eta: 2 days, 2:18:49 iter: 60799 total_loss: 9.396 loss_class: 0.2563 loss_bbox: 0.1129 loss_giou: 0.3807 loss_class_0: 0.2893 loss_bbox_0: 0.1243 loss_giou_0: 0.408 loss_class_1: 0.2706 loss_bbox_1: 0.1198 loss_giou_1: 0.3936 loss_class_2: 0.2629 loss_bbox_2: 0.115 loss_giou_2: 0.3888 loss_class_3: 0.2616 loss_bbox_3: 0.1136 loss_giou_3: 0.3826 loss_class_4: 0.2586 loss_bbox_4: 0.1132 loss_giou_4: 0.3813 loss_class_enc: 0.3006 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4349 loss_class_dn: 0.05437 loss_bbox_dn: 0.1506 loss_giou_dn: 0.3846 loss_class_dn_0: 0.1085 loss_bbox_dn_0: 0.2283 loss_giou_dn_0: 0.5275 loss_class_dn_1: 0.0765 loss_bbox_dn_1: 0.1722 loss_giou_dn_1: 0.4244 loss_class_dn_2: 0.06363 loss_bbox_dn_2: 0.1549 loss_giou_dn_2: 0.3958 loss_class_dn_3: 0.05939 loss_bbox_dn_3: 0.1519 loss_giou_dn_3: 0.3867 loss_class_dn_4: 0.05534 loss_bbox_dn_4: 0.1506 loss_giou_dn_4: 0.3846 time: 1.1145 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 12:02:54 d2.utils.events]: eta: 2 days, 2:17:54 iter: 60849 total_loss: 9.347 loss_class: 0.252 loss_bbox: 0.1097 loss_giou: 0.3748 loss_class_0: 0.2856 loss_bbox_0: 0.1217 loss_giou_0: 0.3943 loss_class_1: 0.2664 loss_bbox_1: 0.1155 loss_giou_1: 0.3845 loss_class_2: 0.2593 loss_bbox_2: 0.1111 loss_giou_2: 0.3783 loss_class_3: 0.2555 loss_bbox_3: 0.1109 loss_giou_3: 0.3763 loss_class_4: 0.2545 loss_bbox_4: 0.1102 loss_giou_4: 0.3755 loss_class_enc: 0.2938 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4318 loss_class_dn: 0.05768 loss_bbox_dn: 0.1501 loss_giou_dn: 0.3749 loss_class_dn_0: 0.1089 loss_bbox_dn_0: 0.2341 loss_giou_dn_0: 0.5257 loss_class_dn_1: 0.08042 loss_bbox_dn_1: 0.1763 loss_giou_dn_1: 0.4207 loss_class_dn_2: 0.06878 loss_bbox_dn_2: 0.1549 loss_giou_dn_2: 0.3866 loss_class_dn_3: 0.06371 loss_bbox_dn_3: 0.1512 loss_giou_dn_3: 0.3772 loss_class_dn_4: 0.05944 loss_bbox_dn_4: 0.1502 loss_giou_dn_4: 0.375 time: 1.1145 data_time: 0.1060 lr: 0.0001 max_mem: 43217M [05/20 12:03:51 d2.utils.events]: eta: 2 days, 2:17:38 iter: 60899 total_loss: 9.222 loss_class: 0.2535 loss_bbox: 0.1093 loss_giou: 0.3683 loss_class_0: 0.2859 loss_bbox_0: 0.1215 loss_giou_0: 0.391 loss_class_1: 0.2687 loss_bbox_1: 0.1155 loss_giou_1: 0.3824 loss_class_2: 0.2601 loss_bbox_2: 0.1124 loss_giou_2: 0.3767 loss_class_3: 0.2585 loss_bbox_3: 0.1104 loss_giou_3: 0.37 loss_class_4: 0.2563 loss_bbox_4: 0.1091 loss_giou_4: 0.3685 loss_class_enc: 0.2991 loss_bbox_enc: 0.1365 loss_giou_enc: 0.4166 loss_class_dn: 0.05806 loss_bbox_dn: 0.149 loss_giou_dn: 0.366 loss_class_dn_0: 0.1068 loss_bbox_dn_0: 0.2336 loss_giou_dn_0: 0.5157 loss_class_dn_1: 0.07852 loss_bbox_dn_1: 0.1735 loss_giou_dn_1: 0.4083 loss_class_dn_2: 0.0652 loss_bbox_dn_2: 0.1556 loss_giou_dn_2: 0.379 loss_class_dn_3: 0.06256 loss_bbox_dn_3: 0.1508 loss_giou_dn_3: 0.3682 loss_class_dn_4: 0.05901 loss_bbox_dn_4: 0.149 loss_giou_dn_4: 0.366 time: 1.1145 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 12:04:48 d2.utils.events]: eta: 2 days, 2:18:18 iter: 60949 total_loss: 9.211 loss_class: 0.2548 loss_bbox: 0.1075 loss_giou: 0.3753 loss_class_0: 0.2844 loss_bbox_0: 0.1196 loss_giou_0: 0.3936 loss_class_1: 0.2655 loss_bbox_1: 0.1128 loss_giou_1: 0.3838 loss_class_2: 0.2592 loss_bbox_2: 0.1094 loss_giou_2: 0.3791 loss_class_3: 0.2571 loss_bbox_3: 0.1086 loss_giou_3: 0.3768 loss_class_4: 0.255 loss_bbox_4: 0.1073 loss_giou_4: 0.3752 loss_class_enc: 0.2963 loss_bbox_enc: 0.1323 loss_giou_enc: 0.4212 loss_class_dn: 0.05309 loss_bbox_dn: 0.147 loss_giou_dn: 0.3733 loss_class_dn_0: 0.1031 loss_bbox_dn_0: 0.2295 loss_giou_dn_0: 0.5254 loss_class_dn_1: 0.07369 loss_bbox_dn_1: 0.1713 loss_giou_dn_1: 0.4166 loss_class_dn_2: 0.0623 loss_bbox_dn_2: 0.153 loss_giou_dn_2: 0.3861 loss_class_dn_3: 0.05746 loss_bbox_dn_3: 0.1485 loss_giou_dn_3: 0.3758 loss_class_dn_4: 0.05368 loss_bbox_dn_4: 0.147 loss_giou_dn_4: 0.3732 time: 1.1145 data_time: 0.1063 lr: 0.0001 max_mem: 43217M [05/20 12:05:45 d2.utils.events]: eta: 2 days, 2:18:37 iter: 60999 total_loss: 9.202 loss_class: 0.2502 loss_bbox: 0.1155 loss_giou: 0.3761 loss_class_0: 0.2852 loss_bbox_0: 0.1229 loss_giou_0: 0.3977 loss_class_1: 0.2656 loss_bbox_1: 0.1207 loss_giou_1: 0.3881 loss_class_2: 0.2554 loss_bbox_2: 0.115 loss_giou_2: 0.3853 loss_class_3: 0.2544 loss_bbox_3: 0.116 loss_giou_3: 0.3807 loss_class_4: 0.2508 loss_bbox_4: 0.1149 loss_giou_4: 0.3771 loss_class_enc: 0.2922 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4302 loss_class_dn: 0.05527 loss_bbox_dn: 0.154 loss_giou_dn: 0.3685 loss_class_dn_0: 0.1067 loss_bbox_dn_0: 0.2329 loss_giou_dn_0: 0.5153 loss_class_dn_1: 0.07653 loss_bbox_dn_1: 0.1758 loss_giou_dn_1: 0.4093 loss_class_dn_2: 0.06278 loss_bbox_dn_2: 0.1584 loss_giou_dn_2: 0.3788 loss_class_dn_3: 0.05924 loss_bbox_dn_3: 0.1547 loss_giou_dn_3: 0.3702 loss_class_dn_4: 0.05572 loss_bbox_dn_4: 0.1541 loss_giou_dn_4: 0.3684 time: 1.1145 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 12:06:41 d2.utils.events]: eta: 2 days, 2:17:45 iter: 61049 total_loss: 9.276 loss_class: 0.2539 loss_bbox: 0.1088 loss_giou: 0.3788 loss_class_0: 0.2849 loss_bbox_0: 0.1192 loss_giou_0: 0.4075 loss_class_1: 0.268 loss_bbox_1: 0.1169 loss_giou_1: 0.3944 loss_class_2: 0.2592 loss_bbox_2: 0.1125 loss_giou_2: 0.3858 loss_class_3: 0.2578 loss_bbox_3: 0.11 loss_giou_3: 0.3815 loss_class_4: 0.2566 loss_bbox_4: 0.1086 loss_giou_4: 0.3801 loss_class_enc: 0.296 loss_bbox_enc: 0.132 loss_giou_enc: 0.4313 loss_class_dn: 0.05393 loss_bbox_dn: 0.1468 loss_giou_dn: 0.3748 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2238 loss_giou_dn_0: 0.5188 loss_class_dn_1: 0.07523 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4163 loss_class_dn_2: 0.06321 loss_bbox_dn_2: 0.1526 loss_giou_dn_2: 0.3851 loss_class_dn_3: 0.05956 loss_bbox_dn_3: 0.1479 loss_giou_dn_3: 0.3769 loss_class_dn_4: 0.05561 loss_bbox_dn_4: 0.1469 loss_giou_dn_4: 0.3748 time: 1.1145 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 12:07:37 d2.utils.events]: eta: 2 days, 2:17:16 iter: 61099 total_loss: 9.209 loss_class: 0.2501 loss_bbox: 0.113 loss_giou: 0.3827 loss_class_0: 0.2857 loss_bbox_0: 0.1208 loss_giou_0: 0.3984 loss_class_1: 0.2664 loss_bbox_1: 0.1168 loss_giou_1: 0.3885 loss_class_2: 0.2569 loss_bbox_2: 0.1153 loss_giou_2: 0.3867 loss_class_3: 0.2547 loss_bbox_3: 0.1141 loss_giou_3: 0.3848 loss_class_4: 0.2523 loss_bbox_4: 0.1122 loss_giou_4: 0.382 loss_class_enc: 0.2962 loss_bbox_enc: 0.1351 loss_giou_enc: 0.4251 loss_class_dn: 0.05449 loss_bbox_dn: 0.1473 loss_giou_dn: 0.3725 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2332 loss_giou_dn_0: 0.5191 loss_class_dn_1: 0.07416 loss_bbox_dn_1: 0.1736 loss_giou_dn_1: 0.4126 loss_class_dn_2: 0.06194 loss_bbox_dn_2: 0.1532 loss_giou_dn_2: 0.3844 loss_class_dn_3: 0.05834 loss_bbox_dn_3: 0.1489 loss_giou_dn_3: 0.3746 loss_class_dn_4: 0.05532 loss_bbox_dn_4: 0.1474 loss_giou_dn_4: 0.3727 time: 1.1145 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 12:08:34 d2.utils.events]: eta: 2 days, 2:17:19 iter: 61149 total_loss: 9.319 loss_class: 0.2499 loss_bbox: 0.1134 loss_giou: 0.3846 loss_class_0: 0.2807 loss_bbox_0: 0.1235 loss_giou_0: 0.4124 loss_class_1: 0.2625 loss_bbox_1: 0.1195 loss_giou_1: 0.399 loss_class_2: 0.2551 loss_bbox_2: 0.1166 loss_giou_2: 0.3893 loss_class_3: 0.255 loss_bbox_3: 0.1152 loss_giou_3: 0.3837 loss_class_4: 0.2514 loss_bbox_4: 0.113 loss_giou_4: 0.3844 loss_class_enc: 0.2908 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4367 loss_class_dn: 0.05358 loss_bbox_dn: 0.1513 loss_giou_dn: 0.374 loss_class_dn_0: 0.1069 loss_bbox_dn_0: 0.2338 loss_giou_dn_0: 0.5248 loss_class_dn_1: 0.0737 loss_bbox_dn_1: 0.175 loss_giou_dn_1: 0.4166 loss_class_dn_2: 0.0621 loss_bbox_dn_2: 0.1562 loss_giou_dn_2: 0.3861 loss_class_dn_3: 0.05775 loss_bbox_dn_3: 0.1524 loss_giou_dn_3: 0.3766 loss_class_dn_4: 0.05441 loss_bbox_dn_4: 0.1513 loss_giou_dn_4: 0.3739 time: 1.1145 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/20 12:09:30 d2.utils.events]: eta: 2 days, 2:18:14 iter: 61199 total_loss: 9.279 loss_class: 0.2497 loss_bbox: 0.1116 loss_giou: 0.3838 loss_class_0: 0.2813 loss_bbox_0: 0.1225 loss_giou_0: 0.4013 loss_class_1: 0.2641 loss_bbox_1: 0.1198 loss_giou_1: 0.3927 loss_class_2: 0.2545 loss_bbox_2: 0.1146 loss_giou_2: 0.3864 loss_class_3: 0.2529 loss_bbox_3: 0.1129 loss_giou_3: 0.383 loss_class_4: 0.2503 loss_bbox_4: 0.112 loss_giou_4: 0.3833 loss_class_enc: 0.2898 loss_bbox_enc: 0.1377 loss_giou_enc: 0.4301 loss_class_dn: 0.05369 loss_bbox_dn: 0.1471 loss_giou_dn: 0.3732 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2271 loss_giou_dn_0: 0.5204 loss_class_dn_1: 0.07454 loss_bbox_dn_1: 0.1689 loss_giou_dn_1: 0.4177 loss_class_dn_2: 0.0622 loss_bbox_dn_2: 0.1523 loss_giou_dn_2: 0.3857 loss_class_dn_3: 0.05748 loss_bbox_dn_3: 0.1484 loss_giou_dn_3: 0.3761 loss_class_dn_4: 0.05471 loss_bbox_dn_4: 0.1471 loss_giou_dn_4: 0.373 time: 1.1145 data_time: 0.1023 lr: 0.0001 max_mem: 43217M [05/20 12:10:27 d2.utils.events]: eta: 2 days, 2:24:09 iter: 61249 total_loss: 9.29 loss_class: 0.2505 loss_bbox: 0.1113 loss_giou: 0.3749 loss_class_0: 0.2867 loss_bbox_0: 0.1222 loss_giou_0: 0.3992 loss_class_1: 0.2681 loss_bbox_1: 0.1178 loss_giou_1: 0.3871 loss_class_2: 0.2578 loss_bbox_2: 0.1142 loss_giou_2: 0.3819 loss_class_3: 0.2533 loss_bbox_3: 0.112 loss_giou_3: 0.3775 loss_class_4: 0.251 loss_bbox_4: 0.1116 loss_giou_4: 0.3756 loss_class_enc: 0.2964 loss_bbox_enc: 0.136 loss_giou_enc: 0.4309 loss_class_dn: 0.05544 loss_bbox_dn: 0.1482 loss_giou_dn: 0.3744 loss_class_dn_0: 0.1066 loss_bbox_dn_0: 0.2304 loss_giou_dn_0: 0.5232 loss_class_dn_1: 0.0761 loss_bbox_dn_1: 0.1745 loss_giou_dn_1: 0.4186 loss_class_dn_2: 0.06543 loss_bbox_dn_2: 0.1549 loss_giou_dn_2: 0.3886 loss_class_dn_3: 0.06061 loss_bbox_dn_3: 0.1496 loss_giou_dn_3: 0.3769 loss_class_dn_4: 0.05736 loss_bbox_dn_4: 0.1484 loss_giou_dn_4: 0.3743 time: 1.1146 data_time: 0.1121 lr: 0.0001 max_mem: 43217M [05/20 12:11:23 d2.utils.events]: eta: 2 days, 2:25:25 iter: 61299 total_loss: 9.206 loss_class: 0.2486 loss_bbox: 0.1126 loss_giou: 0.3775 loss_class_0: 0.2796 loss_bbox_0: 0.1246 loss_giou_0: 0.3969 loss_class_1: 0.263 loss_bbox_1: 0.1184 loss_giou_1: 0.3892 loss_class_2: 0.2548 loss_bbox_2: 0.1152 loss_giou_2: 0.3813 loss_class_3: 0.2525 loss_bbox_3: 0.1139 loss_giou_3: 0.3778 loss_class_4: 0.2486 loss_bbox_4: 0.1126 loss_giou_4: 0.377 loss_class_enc: 0.2921 loss_bbox_enc: 0.1357 loss_giou_enc: 0.4228 loss_class_dn: 0.05369 loss_bbox_dn: 0.1517 loss_giou_dn: 0.3683 loss_class_dn_0: 0.1041 loss_bbox_dn_0: 0.2344 loss_giou_dn_0: 0.5141 loss_class_dn_1: 0.07546 loss_bbox_dn_1: 0.1733 loss_giou_dn_1: 0.4102 loss_class_dn_2: 0.06411 loss_bbox_dn_2: 0.1556 loss_giou_dn_2: 0.3794 loss_class_dn_3: 0.05937 loss_bbox_dn_3: 0.1527 loss_giou_dn_3: 0.3706 loss_class_dn_4: 0.05545 loss_bbox_dn_4: 0.1518 loss_giou_dn_4: 0.3683 time: 1.1146 data_time: 0.1021 lr: 0.0001 max_mem: 43217M [05/20 12:12:19 d2.utils.events]: eta: 2 days, 2:24:29 iter: 61349 total_loss: 9.357 loss_class: 0.2502 loss_bbox: 0.1104 loss_giou: 0.3804 loss_class_0: 0.2849 loss_bbox_0: 0.1217 loss_giou_0: 0.4017 loss_class_1: 0.2644 loss_bbox_1: 0.1171 loss_giou_1: 0.393 loss_class_2: 0.2563 loss_bbox_2: 0.1133 loss_giou_2: 0.3859 loss_class_3: 0.2533 loss_bbox_3: 0.1114 loss_giou_3: 0.3814 loss_class_4: 0.2526 loss_bbox_4: 0.1113 loss_giou_4: 0.3809 loss_class_enc: 0.2951 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4324 loss_class_dn: 0.05388 loss_bbox_dn: 0.1521 loss_giou_dn: 0.3801 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2313 loss_giou_dn_0: 0.52 loss_class_dn_1: 0.0743 loss_bbox_dn_1: 0.1731 loss_giou_dn_1: 0.4229 loss_class_dn_2: 0.06252 loss_bbox_dn_2: 0.1575 loss_giou_dn_2: 0.3923 loss_class_dn_3: 0.05787 loss_bbox_dn_3: 0.1528 loss_giou_dn_3: 0.3825 loss_class_dn_4: 0.05468 loss_bbox_dn_4: 0.1521 loss_giou_dn_4: 0.38 time: 1.1146 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 12:13:16 d2.utils.events]: eta: 2 days, 2:25:35 iter: 61399 total_loss: 9.122 loss_class: 0.2435 loss_bbox: 0.1123 loss_giou: 0.3756 loss_class_0: 0.2764 loss_bbox_0: 0.1227 loss_giou_0: 0.3947 loss_class_1: 0.2559 loss_bbox_1: 0.1185 loss_giou_1: 0.3916 loss_class_2: 0.2495 loss_bbox_2: 0.1149 loss_giou_2: 0.3814 loss_class_3: 0.2469 loss_bbox_3: 0.112 loss_giou_3: 0.3796 loss_class_4: 0.2437 loss_bbox_4: 0.1117 loss_giou_4: 0.3765 loss_class_enc: 0.2854 loss_bbox_enc: 0.1369 loss_giou_enc: 0.4228 loss_class_dn: 0.0515 loss_bbox_dn: 0.1485 loss_giou_dn: 0.368 loss_class_dn_0: 0.1031 loss_bbox_dn_0: 0.2297 loss_giou_dn_0: 0.514 loss_class_dn_1: 0.07403 loss_bbox_dn_1: 0.1699 loss_giou_dn_1: 0.4091 loss_class_dn_2: 0.06011 loss_bbox_dn_2: 0.1539 loss_giou_dn_2: 0.3793 loss_class_dn_3: 0.05628 loss_bbox_dn_3: 0.1501 loss_giou_dn_3: 0.3704 loss_class_dn_4: 0.05328 loss_bbox_dn_4: 0.1486 loss_giou_dn_4: 0.3679 time: 1.1146 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 12:14:12 d2.utils.events]: eta: 2 days, 2:23:08 iter: 61449 total_loss: 9.378 loss_class: 0.2485 loss_bbox: 0.1132 loss_giou: 0.3839 loss_class_0: 0.2842 loss_bbox_0: 0.1207 loss_giou_0: 0.4054 loss_class_1: 0.2655 loss_bbox_1: 0.1185 loss_giou_1: 0.3958 loss_class_2: 0.2564 loss_bbox_2: 0.1139 loss_giou_2: 0.3884 loss_class_3: 0.253 loss_bbox_3: 0.1128 loss_giou_3: 0.3856 loss_class_4: 0.2502 loss_bbox_4: 0.113 loss_giou_4: 0.3845 loss_class_enc: 0.2986 loss_bbox_enc: 0.1311 loss_giou_enc: 0.4293 loss_class_dn: 0.05447 loss_bbox_dn: 0.1444 loss_giou_dn: 0.3759 loss_class_dn_0: 0.1077 loss_bbox_dn_0: 0.2222 loss_giou_dn_0: 0.5143 loss_class_dn_1: 0.07694 loss_bbox_dn_1: 0.1657 loss_giou_dn_1: 0.4157 loss_class_dn_2: 0.06457 loss_bbox_dn_2: 0.1487 loss_giou_dn_2: 0.3869 loss_class_dn_3: 0.0602 loss_bbox_dn_3: 0.1452 loss_giou_dn_3: 0.3773 loss_class_dn_4: 0.05589 loss_bbox_dn_4: 0.1443 loss_giou_dn_4: 0.3757 time: 1.1146 data_time: 0.1037 lr: 0.0001 max_mem: 43217M [05/20 12:15:08 d2.utils.events]: eta: 2 days, 2:21:09 iter: 61499 total_loss: 9.348 loss_class: 0.255 loss_bbox: 0.1099 loss_giou: 0.3872 loss_class_0: 0.2863 loss_bbox_0: 0.1193 loss_giou_0: 0.4044 loss_class_1: 0.269 loss_bbox_1: 0.1151 loss_giou_1: 0.3968 loss_class_2: 0.2615 loss_bbox_2: 0.1107 loss_giou_2: 0.3918 loss_class_3: 0.258 loss_bbox_3: 0.1109 loss_giou_3: 0.3888 loss_class_4: 0.255 loss_bbox_4: 0.1101 loss_giou_4: 0.3864 loss_class_enc: 0.2962 loss_bbox_enc: 0.1356 loss_giou_enc: 0.4323 loss_class_dn: 0.05572 loss_bbox_dn: 0.1495 loss_giou_dn: 0.3742 loss_class_dn_0: 0.107 loss_bbox_dn_0: 0.2352 loss_giou_dn_0: 0.5232 loss_class_dn_1: 0.07759 loss_bbox_dn_1: 0.1757 loss_giou_dn_1: 0.4191 loss_class_dn_2: 0.06344 loss_bbox_dn_2: 0.1563 loss_giou_dn_2: 0.3851 loss_class_dn_3: 0.06022 loss_bbox_dn_3: 0.1507 loss_giou_dn_3: 0.3761 loss_class_dn_4: 0.05685 loss_bbox_dn_4: 0.1495 loss_giou_dn_4: 0.3741 time: 1.1146 data_time: 0.1026 lr: 0.0001 max_mem: 43217M [05/20 12:16:05 d2.utils.events]: eta: 2 days, 2:22:48 iter: 61549 total_loss: 9.52 loss_class: 0.2551 loss_bbox: 0.1113 loss_giou: 0.3907 loss_class_0: 0.2872 loss_bbox_0: 0.1229 loss_giou_0: 0.4105 loss_class_1: 0.2711 loss_bbox_1: 0.1189 loss_giou_1: 0.4018 loss_class_2: 0.2595 loss_bbox_2: 0.1132 loss_giou_2: 0.3963 loss_class_3: 0.2579 loss_bbox_3: 0.1123 loss_giou_3: 0.392 loss_class_4: 0.2553 loss_bbox_4: 0.1109 loss_giou_4: 0.3901 loss_class_enc: 0.2993 loss_bbox_enc: 0.1344 loss_giou_enc: 0.4369 loss_class_dn: 0.05774 loss_bbox_dn: 0.1505 loss_giou_dn: 0.3811 loss_class_dn_0: 0.1043 loss_bbox_dn_0: 0.231 loss_giou_dn_0: 0.5353 loss_class_dn_1: 0.07778 loss_bbox_dn_1: 0.1736 loss_giou_dn_1: 0.4246 loss_class_dn_2: 0.06572 loss_bbox_dn_2: 0.1539 loss_giou_dn_2: 0.3944 loss_class_dn_3: 0.06182 loss_bbox_dn_3: 0.1512 loss_giou_dn_3: 0.3837 loss_class_dn_4: 0.05832 loss_bbox_dn_4: 0.1506 loss_giou_dn_4: 0.381 time: 1.1146 data_time: 0.1038 lr: 0.0001 max_mem: 43217M [05/20 12:17:01 d2.utils.events]: eta: 2 days, 2:24:50 iter: 61599 total_loss: 9.195 loss_class: 0.2545 loss_bbox: 0.1096 loss_giou: 0.3737 loss_class_0: 0.288 loss_bbox_0: 0.1194 loss_giou_0: 0.3941 loss_class_1: 0.2723 loss_bbox_1: 0.1138 loss_giou_1: 0.3835 loss_class_2: 0.2616 loss_bbox_2: 0.1117 loss_giou_2: 0.3778 loss_class_3: 0.2594 loss_bbox_3: 0.1104 loss_giou_3: 0.3741 loss_class_4: 0.2559 loss_bbox_4: 0.1094 loss_giou_4: 0.3734 loss_class_enc: 0.2951 loss_bbox_enc: 0.1316 loss_giou_enc: 0.4212 loss_class_dn: 0.05622 loss_bbox_dn: 0.1485 loss_giou_dn: 0.3655 loss_class_dn_0: 0.1052 loss_bbox_dn_0: 0.2259 loss_giou_dn_0: 0.513 loss_class_dn_1: 0.07475 loss_bbox_dn_1: 0.1707 loss_giou_dn_1: 0.4046 loss_class_dn_2: 0.06311 loss_bbox_dn_2: 0.1537 loss_giou_dn_2: 0.3756 loss_class_dn_3: 0.05987 loss_bbox_dn_3: 0.1495 loss_giou_dn_3: 0.3674 loss_class_dn_4: 0.05727 loss_bbox_dn_4: 0.1485 loss_giou_dn_4: 0.3654 time: 1.1146 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 12:17:58 d2.utils.events]: eta: 2 days, 2:23:54 iter: 61649 total_loss: 9.266 loss_class: 0.2466 loss_bbox: 0.113 loss_giou: 0.3818 loss_class_0: 0.2796 loss_bbox_0: 0.1236 loss_giou_0: 0.4046 loss_class_1: 0.2614 loss_bbox_1: 0.1177 loss_giou_1: 0.392 loss_class_2: 0.2519 loss_bbox_2: 0.1157 loss_giou_2: 0.3864 loss_class_3: 0.2496 loss_bbox_3: 0.1136 loss_giou_3: 0.3824 loss_class_4: 0.2472 loss_bbox_4: 0.1133 loss_giou_4: 0.3818 loss_class_enc: 0.2879 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4252 loss_class_dn: 0.05805 loss_bbox_dn: 0.1481 loss_giou_dn: 0.3738 loss_class_dn_0: 0.1069 loss_bbox_dn_0: 0.2205 loss_giou_dn_0: 0.5198 loss_class_dn_1: 0.07831 loss_bbox_dn_1: 0.1653 loss_giou_dn_1: 0.4181 loss_class_dn_2: 0.06533 loss_bbox_dn_2: 0.1506 loss_giou_dn_2: 0.3856 loss_class_dn_3: 0.06229 loss_bbox_dn_3: 0.1488 loss_giou_dn_3: 0.376 loss_class_dn_4: 0.05913 loss_bbox_dn_4: 0.1481 loss_giou_dn_4: 0.3739 time: 1.1146 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 12:18:54 d2.utils.events]: eta: 2 days, 2:21:10 iter: 61699 total_loss: 9.262 loss_class: 0.2432 loss_bbox: 0.1061 loss_giou: 0.3848 loss_class_0: 0.277 loss_bbox_0: 0.1179 loss_giou_0: 0.4047 loss_class_1: 0.2589 loss_bbox_1: 0.1116 loss_giou_1: 0.3958 loss_class_2: 0.2524 loss_bbox_2: 0.1087 loss_giou_2: 0.388 loss_class_3: 0.2482 loss_bbox_3: 0.1072 loss_giou_3: 0.3861 loss_class_4: 0.2455 loss_bbox_4: 0.1063 loss_giou_4: 0.3842 loss_class_enc: 0.2882 loss_bbox_enc: 0.1297 loss_giou_enc: 0.4295 loss_class_dn: 0.05259 loss_bbox_dn: 0.1395 loss_giou_dn: 0.3711 loss_class_dn_0: 0.105 loss_bbox_dn_0: 0.2229 loss_giou_dn_0: 0.5156 loss_class_dn_1: 0.07498 loss_bbox_dn_1: 0.1613 loss_giou_dn_1: 0.4144 loss_class_dn_2: 0.0629 loss_bbox_dn_2: 0.1441 loss_giou_dn_2: 0.3837 loss_class_dn_3: 0.05856 loss_bbox_dn_3: 0.1404 loss_giou_dn_3: 0.374 loss_class_dn_4: 0.0535 loss_bbox_dn_4: 0.1394 loss_giou_dn_4: 0.3712 time: 1.1146 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 12:19:51 d2.utils.events]: eta: 2 days, 2:22:16 iter: 61749 total_loss: 9.38 loss_class: 0.2468 loss_bbox: 0.1111 loss_giou: 0.3915 loss_class_0: 0.2823 loss_bbox_0: 0.1233 loss_giou_0: 0.4107 loss_class_1: 0.2641 loss_bbox_1: 0.1179 loss_giou_1: 0.3978 loss_class_2: 0.2545 loss_bbox_2: 0.1152 loss_giou_2: 0.3957 loss_class_3: 0.2512 loss_bbox_3: 0.1132 loss_giou_3: 0.3911 loss_class_4: 0.249 loss_bbox_4: 0.1121 loss_giou_4: 0.3916 loss_class_enc: 0.295 loss_bbox_enc: 0.1357 loss_giou_enc: 0.434 loss_class_dn: 0.05318 loss_bbox_dn: 0.1482 loss_giou_dn: 0.3777 loss_class_dn_0: 0.1033 loss_bbox_dn_0: 0.2316 loss_giou_dn_0: 0.5268 loss_class_dn_1: 0.07197 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4209 loss_class_dn_2: 0.06077 loss_bbox_dn_2: 0.1549 loss_giou_dn_2: 0.3891 loss_class_dn_3: 0.05747 loss_bbox_dn_3: 0.1497 loss_giou_dn_3: 0.3793 loss_class_dn_4: 0.05403 loss_bbox_dn_4: 0.1481 loss_giou_dn_4: 0.3773 time: 1.1146 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 12:20:46 d2.utils.events]: eta: 2 days, 2:22:22 iter: 61799 total_loss: 9.267 loss_class: 0.252 loss_bbox: 0.1094 loss_giou: 0.378 loss_class_0: 0.2855 loss_bbox_0: 0.1246 loss_giou_0: 0.3972 loss_class_1: 0.2699 loss_bbox_1: 0.1176 loss_giou_1: 0.387 loss_class_2: 0.2594 loss_bbox_2: 0.1117 loss_giou_2: 0.3814 loss_class_3: 0.2563 loss_bbox_3: 0.1102 loss_giou_3: 0.3792 loss_class_4: 0.2548 loss_bbox_4: 0.1093 loss_giou_4: 0.3754 loss_class_enc: 0.295 loss_bbox_enc: 0.1366 loss_giou_enc: 0.4234 loss_class_dn: 0.05512 loss_bbox_dn: 0.151 loss_giou_dn: 0.3735 loss_class_dn_0: 0.106 loss_bbox_dn_0: 0.2332 loss_giou_dn_0: 0.5211 loss_class_dn_1: 0.0749 loss_bbox_dn_1: 0.1761 loss_giou_dn_1: 0.4191 loss_class_dn_2: 0.06393 loss_bbox_dn_2: 0.1569 loss_giou_dn_2: 0.3859 loss_class_dn_3: 0.06 loss_bbox_dn_3: 0.1519 loss_giou_dn_3: 0.3758 loss_class_dn_4: 0.05615 loss_bbox_dn_4: 0.1513 loss_giou_dn_4: 0.3733 time: 1.1146 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 12:21:43 d2.utils.events]: eta: 2 days, 2:21:26 iter: 61849 total_loss: 9.521 loss_class: 0.2571 loss_bbox: 0.1109 loss_giou: 0.3923 loss_class_0: 0.2887 loss_bbox_0: 0.1215 loss_giou_0: 0.4151 loss_class_1: 0.2742 loss_bbox_1: 0.1157 loss_giou_1: 0.4031 loss_class_2: 0.2652 loss_bbox_2: 0.1116 loss_giou_2: 0.3966 loss_class_3: 0.263 loss_bbox_3: 0.1101 loss_giou_3: 0.3917 loss_class_4: 0.2598 loss_bbox_4: 0.1107 loss_giou_4: 0.3911 loss_class_enc: 0.3011 loss_bbox_enc: 0.1379 loss_giou_enc: 0.439 loss_class_dn: 0.05507 loss_bbox_dn: 0.1503 loss_giou_dn: 0.3781 loss_class_dn_0: 0.1059 loss_bbox_dn_0: 0.2299 loss_giou_dn_0: 0.5344 loss_class_dn_1: 0.07578 loss_bbox_dn_1: 0.1752 loss_giou_dn_1: 0.4245 loss_class_dn_2: 0.06311 loss_bbox_dn_2: 0.1557 loss_giou_dn_2: 0.3918 loss_class_dn_3: 0.05928 loss_bbox_dn_3: 0.152 loss_giou_dn_3: 0.3811 loss_class_dn_4: 0.05678 loss_bbox_dn_4: 0.1504 loss_giou_dn_4: 0.3781 time: 1.1146 data_time: 0.1012 lr: 0.0001 max_mem: 43217M [05/20 12:22:39 d2.utils.events]: eta: 2 days, 2:21:02 iter: 61899 total_loss: 9.292 loss_class: 0.2532 loss_bbox: 0.1109 loss_giou: 0.3714 loss_class_0: 0.2857 loss_bbox_0: 0.1218 loss_giou_0: 0.3954 loss_class_1: 0.2659 loss_bbox_1: 0.1169 loss_giou_1: 0.3869 loss_class_2: 0.2588 loss_bbox_2: 0.1132 loss_giou_2: 0.3785 loss_class_3: 0.2574 loss_bbox_3: 0.1107 loss_giou_3: 0.3738 loss_class_4: 0.2535 loss_bbox_4: 0.1112 loss_giou_4: 0.3714 loss_class_enc: 0.2944 loss_bbox_enc: 0.1347 loss_giou_enc: 0.422 loss_class_dn: 0.05455 loss_bbox_dn: 0.1431 loss_giou_dn: 0.37 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2241 loss_giou_dn_0: 0.5234 loss_class_dn_1: 0.07555 loss_bbox_dn_1: 0.1646 loss_giou_dn_1: 0.4164 loss_class_dn_2: 0.06379 loss_bbox_dn_2: 0.147 loss_giou_dn_2: 0.3833 loss_class_dn_3: 0.06004 loss_bbox_dn_3: 0.1437 loss_giou_dn_3: 0.3727 loss_class_dn_4: 0.05688 loss_bbox_dn_4: 0.1432 loss_giou_dn_4: 0.37 time: 1.1146 data_time: 0.0959 lr: 0.0001 max_mem: 43217M [05/20 12:23:36 d2.utils.events]: eta: 2 days, 2:16:40 iter: 61949 total_loss: 9.235 loss_class: 0.249 loss_bbox: 0.1098 loss_giou: 0.3727 loss_class_0: 0.2807 loss_bbox_0: 0.1224 loss_giou_0: 0.3963 loss_class_1: 0.2651 loss_bbox_1: 0.1163 loss_giou_1: 0.391 loss_class_2: 0.2551 loss_bbox_2: 0.1131 loss_giou_2: 0.3799 loss_class_3: 0.253 loss_bbox_3: 0.1098 loss_giou_3: 0.3738 loss_class_4: 0.2489 loss_bbox_4: 0.1099 loss_giou_4: 0.373 loss_class_enc: 0.2898 loss_bbox_enc: 0.1344 loss_giou_enc: 0.4187 loss_class_dn: 0.05169 loss_bbox_dn: 0.1459 loss_giou_dn: 0.3667 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2349 loss_giou_dn_0: 0.5148 loss_class_dn_1: 0.07576 loss_bbox_dn_1: 0.1705 loss_giou_dn_1: 0.4079 loss_class_dn_2: 0.06199 loss_bbox_dn_2: 0.1521 loss_giou_dn_2: 0.376 loss_class_dn_3: 0.05785 loss_bbox_dn_3: 0.1476 loss_giou_dn_3: 0.3684 loss_class_dn_4: 0.05294 loss_bbox_dn_4: 0.146 loss_giou_dn_4: 0.3666 time: 1.1146 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 12:24:31 d2.utils.events]: eta: 2 days, 2:15:34 iter: 61999 total_loss: 9.282 loss_class: 0.2527 loss_bbox: 0.1107 loss_giou: 0.37 loss_class_0: 0.2827 loss_bbox_0: 0.1244 loss_giou_0: 0.3928 loss_class_1: 0.267 loss_bbox_1: 0.1162 loss_giou_1: 0.382 loss_class_2: 0.2578 loss_bbox_2: 0.1141 loss_giou_2: 0.3779 loss_class_3: 0.2556 loss_bbox_3: 0.1124 loss_giou_3: 0.3709 loss_class_4: 0.2535 loss_bbox_4: 0.1109 loss_giou_4: 0.3695 loss_class_enc: 0.2947 loss_bbox_enc: 0.1372 loss_giou_enc: 0.4166 loss_class_dn: 0.05251 loss_bbox_dn: 0.1525 loss_giou_dn: 0.3621 loss_class_dn_0: 0.1035 loss_bbox_dn_0: 0.2392 loss_giou_dn_0: 0.5101 loss_class_dn_1: 0.07504 loss_bbox_dn_1: 0.1775 loss_giou_dn_1: 0.4033 loss_class_dn_2: 0.06336 loss_bbox_dn_2: 0.1584 loss_giou_dn_2: 0.3739 loss_class_dn_3: 0.05853 loss_bbox_dn_3: 0.1535 loss_giou_dn_3: 0.3644 loss_class_dn_4: 0.05395 loss_bbox_dn_4: 0.1525 loss_giou_dn_4: 0.3616 time: 1.1146 data_time: 0.1068 lr: 0.0001 max_mem: 43217M [05/20 12:25:28 d2.utils.events]: eta: 2 days, 2:11:31 iter: 62049 total_loss: 9.334 loss_class: 0.2488 loss_bbox: 0.1136 loss_giou: 0.3844 loss_class_0: 0.2818 loss_bbox_0: 0.1246 loss_giou_0: 0.4108 loss_class_1: 0.2657 loss_bbox_1: 0.1184 loss_giou_1: 0.3969 loss_class_2: 0.2569 loss_bbox_2: 0.1159 loss_giou_2: 0.3912 loss_class_3: 0.2536 loss_bbox_3: 0.1141 loss_giou_3: 0.3881 loss_class_4: 0.2501 loss_bbox_4: 0.1134 loss_giou_4: 0.385 loss_class_enc: 0.2936 loss_bbox_enc: 0.1352 loss_giou_enc: 0.4324 loss_class_dn: 0.05744 loss_bbox_dn: 0.1503 loss_giou_dn: 0.3745 loss_class_dn_0: 0.1103 loss_bbox_dn_0: 0.2272 loss_giou_dn_0: 0.5217 loss_class_dn_1: 0.07879 loss_bbox_dn_1: 0.1686 loss_giou_dn_1: 0.4191 loss_class_dn_2: 0.06562 loss_bbox_dn_2: 0.1548 loss_giou_dn_2: 0.3877 loss_class_dn_3: 0.06192 loss_bbox_dn_3: 0.1511 loss_giou_dn_3: 0.377 loss_class_dn_4: 0.05827 loss_bbox_dn_4: 0.1503 loss_giou_dn_4: 0.3746 time: 1.1146 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 12:26:24 d2.utils.events]: eta: 2 days, 2:07:33 iter: 62099 total_loss: 9.374 loss_class: 0.2502 loss_bbox: 0.1146 loss_giou: 0.3867 loss_class_0: 0.2809 loss_bbox_0: 0.124 loss_giou_0: 0.4099 loss_class_1: 0.2657 loss_bbox_1: 0.1174 loss_giou_1: 0.3978 loss_class_2: 0.2581 loss_bbox_2: 0.1148 loss_giou_2: 0.3926 loss_class_3: 0.2555 loss_bbox_3: 0.1133 loss_giou_3: 0.3866 loss_class_4: 0.2515 loss_bbox_4: 0.115 loss_giou_4: 0.3857 loss_class_enc: 0.2927 loss_bbox_enc: 0.1354 loss_giou_enc: 0.4385 loss_class_dn: 0.05425 loss_bbox_dn: 0.1518 loss_giou_dn: 0.3847 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.2349 loss_giou_dn_0: 0.5281 loss_class_dn_1: 0.0742 loss_bbox_dn_1: 0.1722 loss_giou_dn_1: 0.4255 loss_class_dn_2: 0.06178 loss_bbox_dn_2: 0.1581 loss_giou_dn_2: 0.3959 loss_class_dn_3: 0.05761 loss_bbox_dn_3: 0.153 loss_giou_dn_3: 0.3875 loss_class_dn_4: 0.05527 loss_bbox_dn_4: 0.1519 loss_giou_dn_4: 0.3846 time: 1.1146 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 12:27:20 d2.utils.events]: eta: 2 days, 2:08:45 iter: 62149 total_loss: 9.223 loss_class: 0.2575 loss_bbox: 0.1075 loss_giou: 0.3633 loss_class_0: 0.2866 loss_bbox_0: 0.1199 loss_giou_0: 0.3849 loss_class_1: 0.2716 loss_bbox_1: 0.1123 loss_giou_1: 0.3757 loss_class_2: 0.2644 loss_bbox_2: 0.1108 loss_giou_2: 0.3689 loss_class_3: 0.2612 loss_bbox_3: 0.1088 loss_giou_3: 0.3669 loss_class_4: 0.2602 loss_bbox_4: 0.1074 loss_giou_4: 0.3639 loss_class_enc: 0.2981 loss_bbox_enc: 0.1343 loss_giou_enc: 0.4126 loss_class_dn: 0.05228 loss_bbox_dn: 0.1513 loss_giou_dn: 0.3649 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.235 loss_giou_dn_0: 0.5129 loss_class_dn_1: 0.07343 loss_bbox_dn_1: 0.1726 loss_giou_dn_1: 0.4091 loss_class_dn_2: 0.06106 loss_bbox_dn_2: 0.1573 loss_giou_dn_2: 0.3777 loss_class_dn_3: 0.05717 loss_bbox_dn_3: 0.1528 loss_giou_dn_3: 0.3683 loss_class_dn_4: 0.05371 loss_bbox_dn_4: 0.1513 loss_giou_dn_4: 0.3648 time: 1.1146 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 12:28:17 d2.utils.events]: eta: 2 days, 2:05:24 iter: 62199 total_loss: 9.485 loss_class: 0.253 loss_bbox: 0.1109 loss_giou: 0.3853 loss_class_0: 0.2896 loss_bbox_0: 0.1237 loss_giou_0: 0.406 loss_class_1: 0.2681 loss_bbox_1: 0.1192 loss_giou_1: 0.3957 loss_class_2: 0.2588 loss_bbox_2: 0.1145 loss_giou_2: 0.3898 loss_class_3: 0.2571 loss_bbox_3: 0.1128 loss_giou_3: 0.3867 loss_class_4: 0.2534 loss_bbox_4: 0.1122 loss_giou_4: 0.3853 loss_class_enc: 0.2965 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4308 loss_class_dn: 0.05531 loss_bbox_dn: 0.1547 loss_giou_dn: 0.3764 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.232 loss_giou_dn_0: 0.5228 loss_class_dn_1: 0.07596 loss_bbox_dn_1: 0.1744 loss_giou_dn_1: 0.419 loss_class_dn_2: 0.06419 loss_bbox_dn_2: 0.1584 loss_giou_dn_2: 0.3882 loss_class_dn_3: 0.05996 loss_bbox_dn_3: 0.1553 loss_giou_dn_3: 0.3777 loss_class_dn_4: 0.05682 loss_bbox_dn_4: 0.1547 loss_giou_dn_4: 0.3761 time: 1.1146 data_time: 0.0959 lr: 0.0001 max_mem: 43217M [05/20 12:29:13 d2.utils.events]: eta: 2 days, 2:03:09 iter: 62249 total_loss: 9.497 loss_class: 0.2562 loss_bbox: 0.1147 loss_giou: 0.3737 loss_class_0: 0.2874 loss_bbox_0: 0.1258 loss_giou_0: 0.3929 loss_class_1: 0.2683 loss_bbox_1: 0.1207 loss_giou_1: 0.3865 loss_class_2: 0.2621 loss_bbox_2: 0.117 loss_giou_2: 0.3793 loss_class_3: 0.2601 loss_bbox_3: 0.1156 loss_giou_3: 0.3758 loss_class_4: 0.2577 loss_bbox_4: 0.1151 loss_giou_4: 0.3732 loss_class_enc: 0.3003 loss_bbox_enc: 0.1357 loss_giou_enc: 0.4209 loss_class_dn: 0.05824 loss_bbox_dn: 0.1526 loss_giou_dn: 0.3697 loss_class_dn_0: 0.1094 loss_bbox_dn_0: 0.2339 loss_giou_dn_0: 0.5143 loss_class_dn_1: 0.07927 loss_bbox_dn_1: 0.1756 loss_giou_dn_1: 0.4147 loss_class_dn_2: 0.06656 loss_bbox_dn_2: 0.1573 loss_giou_dn_2: 0.3838 loss_class_dn_3: 0.06344 loss_bbox_dn_3: 0.1535 loss_giou_dn_3: 0.3719 loss_class_dn_4: 0.05958 loss_bbox_dn_4: 0.1527 loss_giou_dn_4: 0.3697 time: 1.1146 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 12:30:10 d2.utils.events]: eta: 2 days, 2:03:58 iter: 62299 total_loss: 9.374 loss_class: 0.256 loss_bbox: 0.1108 loss_giou: 0.3884 loss_class_0: 0.2878 loss_bbox_0: 0.1237 loss_giou_0: 0.4145 loss_class_1: 0.2695 loss_bbox_1: 0.119 loss_giou_1: 0.3994 loss_class_2: 0.2647 loss_bbox_2: 0.113 loss_giou_2: 0.3945 loss_class_3: 0.2615 loss_bbox_3: 0.1116 loss_giou_3: 0.3914 loss_class_4: 0.2585 loss_bbox_4: 0.1108 loss_giou_4: 0.3884 loss_class_enc: 0.2955 loss_bbox_enc: 0.1357 loss_giou_enc: 0.443 loss_class_dn: 0.0557 loss_bbox_dn: 0.1447 loss_giou_dn: 0.3762 loss_class_dn_0: 0.1083 loss_bbox_dn_0: 0.2259 loss_giou_dn_0: 0.5219 loss_class_dn_1: 0.0791 loss_bbox_dn_1: 0.1677 loss_giou_dn_1: 0.418 loss_class_dn_2: 0.06613 loss_bbox_dn_2: 0.1496 loss_giou_dn_2: 0.3872 loss_class_dn_3: 0.06138 loss_bbox_dn_3: 0.1456 loss_giou_dn_3: 0.3785 loss_class_dn_4: 0.05699 loss_bbox_dn_4: 0.1447 loss_giou_dn_4: 0.376 time: 1.1147 data_time: 0.1022 lr: 0.0001 max_mem: 43217M [05/20 12:31:06 d2.utils.events]: eta: 2 days, 2:06:04 iter: 62349 total_loss: 9.359 loss_class: 0.2531 loss_bbox: 0.1114 loss_giou: 0.373 loss_class_0: 0.2922 loss_bbox_0: 0.122 loss_giou_0: 0.3939 loss_class_1: 0.27 loss_bbox_1: 0.1185 loss_giou_1: 0.3886 loss_class_2: 0.2601 loss_bbox_2: 0.1142 loss_giou_2: 0.3772 loss_class_3: 0.2583 loss_bbox_3: 0.1121 loss_giou_3: 0.3733 loss_class_4: 0.254 loss_bbox_4: 0.1113 loss_giou_4: 0.3733 loss_class_enc: 0.2984 loss_bbox_enc: 0.1396 loss_giou_enc: 0.4265 loss_class_dn: 0.05778 loss_bbox_dn: 0.146 loss_giou_dn: 0.3688 loss_class_dn_0: 0.1082 loss_bbox_dn_0: 0.2218 loss_giou_dn_0: 0.518 loss_class_dn_1: 0.07847 loss_bbox_dn_1: 0.1672 loss_giou_dn_1: 0.4102 loss_class_dn_2: 0.0652 loss_bbox_dn_2: 0.1516 loss_giou_dn_2: 0.3823 loss_class_dn_3: 0.06266 loss_bbox_dn_3: 0.1469 loss_giou_dn_3: 0.3716 loss_class_dn_4: 0.05787 loss_bbox_dn_4: 0.146 loss_giou_dn_4: 0.3688 time: 1.1147 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 12:32:02 d2.utils.events]: eta: 2 days, 2:04:33 iter: 62399 total_loss: 9.128 loss_class: 0.2466 loss_bbox: 0.1095 loss_giou: 0.3723 loss_class_0: 0.2806 loss_bbox_0: 0.1196 loss_giou_0: 0.3914 loss_class_1: 0.2631 loss_bbox_1: 0.1132 loss_giou_1: 0.3774 loss_class_2: 0.2529 loss_bbox_2: 0.1149 loss_giou_2: 0.3757 loss_class_3: 0.2493 loss_bbox_3: 0.1109 loss_giou_3: 0.373 loss_class_4: 0.2478 loss_bbox_4: 0.1101 loss_giou_4: 0.372 loss_class_enc: 0.2909 loss_bbox_enc: 0.1315 loss_giou_enc: 0.4185 loss_class_dn: 0.05426 loss_bbox_dn: 0.146 loss_giou_dn: 0.3669 loss_class_dn_0: 0.1039 loss_bbox_dn_0: 0.2278 loss_giou_dn_0: 0.5133 loss_class_dn_1: 0.07537 loss_bbox_dn_1: 0.1666 loss_giou_dn_1: 0.4106 loss_class_dn_2: 0.06323 loss_bbox_dn_2: 0.15 loss_giou_dn_2: 0.379 loss_class_dn_3: 0.05945 loss_bbox_dn_3: 0.1463 loss_giou_dn_3: 0.3694 loss_class_dn_4: 0.05597 loss_bbox_dn_4: 0.1461 loss_giou_dn_4: 0.3669 time: 1.1146 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 12:32:59 d2.utils.events]: eta: 2 days, 2:04:25 iter: 62449 total_loss: 9.095 loss_class: 0.2497 loss_bbox: 0.1117 loss_giou: 0.3736 loss_class_0: 0.2809 loss_bbox_0: 0.1216 loss_giou_0: 0.396 loss_class_1: 0.2641 loss_bbox_1: 0.1157 loss_giou_1: 0.3852 loss_class_2: 0.2567 loss_bbox_2: 0.1122 loss_giou_2: 0.3798 loss_class_3: 0.254 loss_bbox_3: 0.1113 loss_giou_3: 0.3757 loss_class_4: 0.2512 loss_bbox_4: 0.1106 loss_giou_4: 0.3745 loss_class_enc: 0.2911 loss_bbox_enc: 0.1322 loss_giou_enc: 0.4222 loss_class_dn: 0.05427 loss_bbox_dn: 0.1468 loss_giou_dn: 0.3711 loss_class_dn_0: 0.1048 loss_bbox_dn_0: 0.2291 loss_giou_dn_0: 0.5163 loss_class_dn_1: 0.07464 loss_bbox_dn_1: 0.1702 loss_giou_dn_1: 0.4139 loss_class_dn_2: 0.06214 loss_bbox_dn_2: 0.153 loss_giou_dn_2: 0.3837 loss_class_dn_3: 0.05849 loss_bbox_dn_3: 0.1481 loss_giou_dn_3: 0.3732 loss_class_dn_4: 0.05472 loss_bbox_dn_4: 0.1469 loss_giou_dn_4: 0.3711 time: 1.1147 data_time: 0.1044 lr: 0.0001 max_mem: 43217M [05/20 12:33:55 d2.utils.events]: eta: 2 days, 2:05:32 iter: 62499 total_loss: 9.303 loss_class: 0.2519 loss_bbox: 0.1137 loss_giou: 0.3633 loss_class_0: 0.2868 loss_bbox_0: 0.1267 loss_giou_0: 0.3873 loss_class_1: 0.2712 loss_bbox_1: 0.1185 loss_giou_1: 0.3749 loss_class_2: 0.2609 loss_bbox_2: 0.1148 loss_giou_2: 0.368 loss_class_3: 0.2581 loss_bbox_3: 0.1147 loss_giou_3: 0.3651 loss_class_4: 0.2549 loss_bbox_4: 0.1143 loss_giou_4: 0.3644 loss_class_enc: 0.2998 loss_bbox_enc: 0.138 loss_giou_enc: 0.4192 loss_class_dn: 0.05342 loss_bbox_dn: 0.1583 loss_giou_dn: 0.365 loss_class_dn_0: 0.1049 loss_bbox_dn_0: 0.2429 loss_giou_dn_0: 0.5205 loss_class_dn_1: 0.07459 loss_bbox_dn_1: 0.1821 loss_giou_dn_1: 0.4127 loss_class_dn_2: 0.06258 loss_bbox_dn_2: 0.1634 loss_giou_dn_2: 0.3788 loss_class_dn_3: 0.0582 loss_bbox_dn_3: 0.1597 loss_giou_dn_3: 0.3676 loss_class_dn_4: 0.05477 loss_bbox_dn_4: 0.1585 loss_giou_dn_4: 0.3649 time: 1.1147 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 12:34:51 d2.utils.events]: eta: 2 days, 2:02:50 iter: 62549 total_loss: 9.416 loss_class: 0.2549 loss_bbox: 0.1115 loss_giou: 0.3765 loss_class_0: 0.2866 loss_bbox_0: 0.1246 loss_giou_0: 0.4 loss_class_1: 0.2699 loss_bbox_1: 0.1175 loss_giou_1: 0.3886 loss_class_2: 0.2615 loss_bbox_2: 0.1146 loss_giou_2: 0.381 loss_class_3: 0.2576 loss_bbox_3: 0.1129 loss_giou_3: 0.3775 loss_class_4: 0.2545 loss_bbox_4: 0.1119 loss_giou_4: 0.3756 loss_class_enc: 0.2979 loss_bbox_enc: 0.1379 loss_giou_enc: 0.4293 loss_class_dn: 0.05441 loss_bbox_dn: 0.1535 loss_giou_dn: 0.3803 loss_class_dn_0: 0.107 loss_bbox_dn_0: 0.2357 loss_giou_dn_0: 0.5311 loss_class_dn_1: 0.07821 loss_bbox_dn_1: 0.1777 loss_giou_dn_1: 0.4221 loss_class_dn_2: 0.06399 loss_bbox_dn_2: 0.1582 loss_giou_dn_2: 0.3922 loss_class_dn_3: 0.0594 loss_bbox_dn_3: 0.1545 loss_giou_dn_3: 0.3821 loss_class_dn_4: 0.05529 loss_bbox_dn_4: 0.1535 loss_giou_dn_4: 0.3802 time: 1.1147 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 12:35:48 d2.utils.events]: eta: 2 days, 2:00:09 iter: 62599 total_loss: 9.13 loss_class: 0.2452 loss_bbox: 0.1092 loss_giou: 0.3756 loss_class_0: 0.2801 loss_bbox_0: 0.1187 loss_giou_0: 0.3907 loss_class_1: 0.2613 loss_bbox_1: 0.1135 loss_giou_1: 0.3833 loss_class_2: 0.2517 loss_bbox_2: 0.1121 loss_giou_2: 0.3797 loss_class_3: 0.2496 loss_bbox_3: 0.1101 loss_giou_3: 0.3757 loss_class_4: 0.247 loss_bbox_4: 0.1089 loss_giou_4: 0.3757 loss_class_enc: 0.2918 loss_bbox_enc: 0.1309 loss_giou_enc: 0.4207 loss_class_dn: 0.05565 loss_bbox_dn: 0.144 loss_giou_dn: 0.3666 loss_class_dn_0: 0.109 loss_bbox_dn_0: 0.2291 loss_giou_dn_0: 0.5123 loss_class_dn_1: 0.07626 loss_bbox_dn_1: 0.1665 loss_giou_dn_1: 0.4093 loss_class_dn_2: 0.06444 loss_bbox_dn_2: 0.1499 loss_giou_dn_2: 0.378 loss_class_dn_3: 0.06037 loss_bbox_dn_3: 0.1449 loss_giou_dn_3: 0.3685 loss_class_dn_4: 0.05683 loss_bbox_dn_4: 0.1439 loss_giou_dn_4: 0.3663 time: 1.1147 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 12:36:45 d2.utils.events]: eta: 2 days, 2:00:32 iter: 62649 total_loss: 9.247 loss_class: 0.2557 loss_bbox: 0.1094 loss_giou: 0.3759 loss_class_0: 0.2888 loss_bbox_0: 0.1212 loss_giou_0: 0.3919 loss_class_1: 0.2692 loss_bbox_1: 0.1171 loss_giou_1: 0.3857 loss_class_2: 0.2606 loss_bbox_2: 0.1121 loss_giou_2: 0.3815 loss_class_3: 0.2592 loss_bbox_3: 0.1105 loss_giou_3: 0.3765 loss_class_4: 0.2565 loss_bbox_4: 0.11 loss_giou_4: 0.3771 loss_class_enc: 0.3 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4197 loss_class_dn: 0.05798 loss_bbox_dn: 0.1465 loss_giou_dn: 0.3702 loss_class_dn_0: 0.1108 loss_bbox_dn_0: 0.2305 loss_giou_dn_0: 0.5171 loss_class_dn_1: 0.08033 loss_bbox_dn_1: 0.1698 loss_giou_dn_1: 0.4132 loss_class_dn_2: 0.06872 loss_bbox_dn_2: 0.1521 loss_giou_dn_2: 0.3832 loss_class_dn_3: 0.06402 loss_bbox_dn_3: 0.1479 loss_giou_dn_3: 0.3734 loss_class_dn_4: 0.05917 loss_bbox_dn_4: 0.1466 loss_giou_dn_4: 0.3701 time: 1.1147 data_time: 0.1043 lr: 0.0001 max_mem: 43217M [05/20 12:37:42 d2.utils.events]: eta: 2 days, 2:00:04 iter: 62699 total_loss: 9.264 loss_class: 0.2471 loss_bbox: 0.115 loss_giou: 0.3774 loss_class_0: 0.2825 loss_bbox_0: 0.1243 loss_giou_0: 0.402 loss_class_1: 0.2647 loss_bbox_1: 0.1185 loss_giou_1: 0.3886 loss_class_2: 0.2528 loss_bbox_2: 0.118 loss_giou_2: 0.3852 loss_class_3: 0.2519 loss_bbox_3: 0.1164 loss_giou_3: 0.3796 loss_class_4: 0.2482 loss_bbox_4: 0.1146 loss_giou_4: 0.377 loss_class_enc: 0.2919 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4321 loss_class_dn: 0.05398 loss_bbox_dn: 0.1539 loss_giou_dn: 0.3743 loss_class_dn_0: 0.1052 loss_bbox_dn_0: 0.2345 loss_giou_dn_0: 0.5235 loss_class_dn_1: 0.07547 loss_bbox_dn_1: 0.175 loss_giou_dn_1: 0.4187 loss_class_dn_2: 0.06324 loss_bbox_dn_2: 0.1588 loss_giou_dn_2: 0.3867 loss_class_dn_3: 0.0601 loss_bbox_dn_3: 0.1549 loss_giou_dn_3: 0.3768 loss_class_dn_4: 0.05548 loss_bbox_dn_4: 0.154 loss_giou_dn_4: 0.3741 time: 1.1147 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 12:38:38 d2.utils.events]: eta: 2 days, 1:57:03 iter: 62749 total_loss: 9.288 loss_class: 0.2468 loss_bbox: 0.1134 loss_giou: 0.3789 loss_class_0: 0.2803 loss_bbox_0: 0.1243 loss_giou_0: 0.4006 loss_class_1: 0.2588 loss_bbox_1: 0.1186 loss_giou_1: 0.3884 loss_class_2: 0.2526 loss_bbox_2: 0.1145 loss_giou_2: 0.3854 loss_class_3: 0.2502 loss_bbox_3: 0.1134 loss_giou_3: 0.3801 loss_class_4: 0.2476 loss_bbox_4: 0.1135 loss_giou_4: 0.3789 loss_class_enc: 0.29 loss_bbox_enc: 0.1362 loss_giou_enc: 0.4254 loss_class_dn: 0.05306 loss_bbox_dn: 0.143 loss_giou_dn: 0.3726 loss_class_dn_0: 0.1035 loss_bbox_dn_0: 0.2309 loss_giou_dn_0: 0.5248 loss_class_dn_1: 0.07439 loss_bbox_dn_1: 0.1682 loss_giou_dn_1: 0.4156 loss_class_dn_2: 0.06162 loss_bbox_dn_2: 0.1485 loss_giou_dn_2: 0.3844 loss_class_dn_3: 0.05706 loss_bbox_dn_3: 0.1439 loss_giou_dn_3: 0.3752 loss_class_dn_4: 0.05403 loss_bbox_dn_4: 0.1431 loss_giou_dn_4: 0.3725 time: 1.1147 data_time: 0.1020 lr: 0.0001 max_mem: 43217M [05/20 12:39:34 d2.utils.events]: eta: 2 days, 1:59:15 iter: 62799 total_loss: 9.123 loss_class: 0.2486 loss_bbox: 0.1077 loss_giou: 0.3775 loss_class_0: 0.2781 loss_bbox_0: 0.1188 loss_giou_0: 0.3959 loss_class_1: 0.2629 loss_bbox_1: 0.1136 loss_giou_1: 0.3879 loss_class_2: 0.2557 loss_bbox_2: 0.1105 loss_giou_2: 0.3818 loss_class_3: 0.2526 loss_bbox_3: 0.108 loss_giou_3: 0.3788 loss_class_4: 0.2494 loss_bbox_4: 0.1072 loss_giou_4: 0.3767 loss_class_enc: 0.2927 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4232 loss_class_dn: 0.0532 loss_bbox_dn: 0.1437 loss_giou_dn: 0.3696 loss_class_dn_0: 0.106 loss_bbox_dn_0: 0.2256 loss_giou_dn_0: 0.5155 loss_class_dn_1: 0.07534 loss_bbox_dn_1: 0.167 loss_giou_dn_1: 0.4086 loss_class_dn_2: 0.06175 loss_bbox_dn_2: 0.1504 loss_giou_dn_2: 0.3806 loss_class_dn_3: 0.05696 loss_bbox_dn_3: 0.1452 loss_giou_dn_3: 0.3709 loss_class_dn_4: 0.05408 loss_bbox_dn_4: 0.1438 loss_giou_dn_4: 0.3694 time: 1.1147 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 12:40:30 d2.utils.events]: eta: 2 days, 1:56:14 iter: 62849 total_loss: 9.187 loss_class: 0.2463 loss_bbox: 0.1075 loss_giou: 0.3772 loss_class_0: 0.2782 loss_bbox_0: 0.1179 loss_giou_0: 0.3985 loss_class_1: 0.2613 loss_bbox_1: 0.1136 loss_giou_1: 0.3879 loss_class_2: 0.2532 loss_bbox_2: 0.1102 loss_giou_2: 0.3791 loss_class_3: 0.2511 loss_bbox_3: 0.1082 loss_giou_3: 0.3779 loss_class_4: 0.247 loss_bbox_4: 0.1084 loss_giou_4: 0.3761 loss_class_enc: 0.2882 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4243 loss_class_dn: 0.05541 loss_bbox_dn: 0.1393 loss_giou_dn: 0.3692 loss_class_dn_0: 0.1049 loss_bbox_dn_0: 0.2207 loss_giou_dn_0: 0.5141 loss_class_dn_1: 0.07573 loss_bbox_dn_1: 0.1628 loss_giou_dn_1: 0.4124 loss_class_dn_2: 0.06333 loss_bbox_dn_2: 0.1455 loss_giou_dn_2: 0.382 loss_class_dn_3: 0.05998 loss_bbox_dn_3: 0.1402 loss_giou_dn_3: 0.3716 loss_class_dn_4: 0.0571 loss_bbox_dn_4: 0.1393 loss_giou_dn_4: 0.3692 time: 1.1147 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 12:41:27 d2.utils.events]: eta: 2 days, 1:54:34 iter: 62899 total_loss: 9.536 loss_class: 0.2518 loss_bbox: 0.1104 loss_giou: 0.3812 loss_class_0: 0.2798 loss_bbox_0: 0.1245 loss_giou_0: 0.404 loss_class_1: 0.2636 loss_bbox_1: 0.1187 loss_giou_1: 0.398 loss_class_2: 0.2552 loss_bbox_2: 0.1146 loss_giou_2: 0.3866 loss_class_3: 0.2562 loss_bbox_3: 0.1123 loss_giou_3: 0.3847 loss_class_4: 0.2536 loss_bbox_4: 0.1101 loss_giou_4: 0.3828 loss_class_enc: 0.2914 loss_bbox_enc: 0.1366 loss_giou_enc: 0.4321 loss_class_dn: 0.05569 loss_bbox_dn: 0.1478 loss_giou_dn: 0.3866 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2283 loss_giou_dn_0: 0.5354 loss_class_dn_1: 0.0767 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4298 loss_class_dn_2: 0.06426 loss_bbox_dn_2: 0.1536 loss_giou_dn_2: 0.3979 loss_class_dn_3: 0.05977 loss_bbox_dn_3: 0.1489 loss_giou_dn_3: 0.3883 loss_class_dn_4: 0.05722 loss_bbox_dn_4: 0.1478 loss_giou_dn_4: 0.3865 time: 1.1147 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 12:42:23 d2.utils.events]: eta: 2 days, 1:54:23 iter: 62949 total_loss: 9.44 loss_class: 0.2557 loss_bbox: 0.1165 loss_giou: 0.3802 loss_class_0: 0.2904 loss_bbox_0: 0.1306 loss_giou_0: 0.4077 loss_class_1: 0.2724 loss_bbox_1: 0.1236 loss_giou_1: 0.3926 loss_class_2: 0.2638 loss_bbox_2: 0.1182 loss_giou_2: 0.3835 loss_class_3: 0.2611 loss_bbox_3: 0.118 loss_giou_3: 0.3799 loss_class_4: 0.2563 loss_bbox_4: 0.1169 loss_giou_4: 0.3796 loss_class_enc: 0.3003 loss_bbox_enc: 0.1408 loss_giou_enc: 0.4353 loss_class_dn: 0.05481 loss_bbox_dn: 0.1523 loss_giou_dn: 0.3766 loss_class_dn_0: 0.1053 loss_bbox_dn_0: 0.232 loss_giou_dn_0: 0.53 loss_class_dn_1: 0.07536 loss_bbox_dn_1: 0.1766 loss_giou_dn_1: 0.4177 loss_class_dn_2: 0.06375 loss_bbox_dn_2: 0.1575 loss_giou_dn_2: 0.3883 loss_class_dn_3: 0.0599 loss_bbox_dn_3: 0.1535 loss_giou_dn_3: 0.3792 loss_class_dn_4: 0.05612 loss_bbox_dn_4: 0.1524 loss_giou_dn_4: 0.3764 time: 1.1147 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/20 12:43:19 d2.utils.events]: eta: 2 days, 1:51:58 iter: 62999 total_loss: 9.321 loss_class: 0.2453 loss_bbox: 0.1117 loss_giou: 0.3726 loss_class_0: 0.2787 loss_bbox_0: 0.1253 loss_giou_0: 0.3994 loss_class_1: 0.2594 loss_bbox_1: 0.1192 loss_giou_1: 0.3922 loss_class_2: 0.2521 loss_bbox_2: 0.1138 loss_giou_2: 0.3787 loss_class_3: 0.2509 loss_bbox_3: 0.1131 loss_giou_3: 0.3743 loss_class_4: 0.2463 loss_bbox_4: 0.1115 loss_giou_4: 0.3733 loss_class_enc: 0.2924 loss_bbox_enc: 0.1375 loss_giou_enc: 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loss_class_dn: 0.05616 loss_bbox_dn: 0.1498 loss_giou_dn: 0.3752 loss_class_dn_0: 0.1079 loss_bbox_dn_0: 0.233 loss_giou_dn_0: 0.521 loss_class_dn_1: 0.07712 loss_bbox_dn_1: 0.1727 loss_giou_dn_1: 0.4167 loss_class_dn_2: 0.06619 loss_bbox_dn_2: 0.1546 loss_giou_dn_2: 0.3869 loss_class_dn_3: 0.06135 loss_bbox_dn_3: 0.1508 loss_giou_dn_3: 0.3774 loss_class_dn_4: 0.05777 loss_bbox_dn_4: 0.1499 loss_giou_dn_4: 0.3751 time: 1.1147 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 12:45:11 d2.utils.events]: eta: 2 days, 1:54:06 iter: 63099 total_loss: 9.389 loss_class: 0.2566 loss_bbox: 0.1111 loss_giou: 0.3748 loss_class_0: 0.2895 loss_bbox_0: 0.1232 loss_giou_0: 0.4014 loss_class_1: 0.2711 loss_bbox_1: 0.1169 loss_giou_1: 0.3874 loss_class_2: 0.2632 loss_bbox_2: 0.1142 loss_giou_2: 0.3829 loss_class_3: 0.2612 loss_bbox_3: 0.1122 loss_giou_3: 0.3778 loss_class_4: 0.2576 loss_bbox_4: 0.1113 loss_giou_4: 0.375 loss_class_enc: 0.3003 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4345 loss_class_dn: 0.05799 loss_bbox_dn: 0.1499 loss_giou_dn: 0.3762 loss_class_dn_0: 0.1129 loss_bbox_dn_0: 0.2307 loss_giou_dn_0: 0.5294 loss_class_dn_1: 0.08301 loss_bbox_dn_1: 0.1702 loss_giou_dn_1: 0.4177 loss_class_dn_2: 0.06824 loss_bbox_dn_2: 0.1542 loss_giou_dn_2: 0.3851 loss_class_dn_3: 0.06375 loss_bbox_dn_3: 0.1506 loss_giou_dn_3: 0.3767 loss_class_dn_4: 0.05926 loss_bbox_dn_4: 0.1499 loss_giou_dn_4: 0.376 time: 1.1147 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 12:46:07 d2.utils.events]: eta: 2 days, 1:54:42 iter: 63149 total_loss: 9.191 loss_class: 0.24 loss_bbox: 0.1075 loss_giou: 0.3741 loss_class_0: 0.2707 loss_bbox_0: 0.1202 loss_giou_0: 0.3951 loss_class_1: 0.2546 loss_bbox_1: 0.1146 loss_giou_1: 0.3892 loss_class_2: 0.2471 loss_bbox_2: 0.1108 loss_giou_2: 0.3786 loss_class_3: 0.2442 loss_bbox_3: 0.1079 loss_giou_3: 0.3753 loss_class_4: 0.2419 loss_bbox_4: 0.108 loss_giou_4: 0.3742 loss_class_enc: 0.2863 loss_bbox_enc: 0.1326 loss_giou_enc: 0.4176 loss_class_dn: 0.05251 loss_bbox_dn: 0.1463 loss_giou_dn: 0.3724 loss_class_dn_0: 0.104 loss_bbox_dn_0: 0.2289 loss_giou_dn_0: 0.5105 loss_class_dn_1: 0.0743 loss_bbox_dn_1: 0.1699 loss_giou_dn_1: 0.4097 loss_class_dn_2: 0.06152 loss_bbox_dn_2: 0.1514 loss_giou_dn_2: 0.3823 loss_class_dn_3: 0.05733 loss_bbox_dn_3: 0.1476 loss_giou_dn_3: 0.3745 loss_class_dn_4: 0.0539 loss_bbox_dn_4: 0.1464 loss_giou_dn_4: 0.3722 time: 1.1147 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 12:47:04 d2.utils.events]: eta: 2 days, 1:54:41 iter: 63199 total_loss: 9.386 loss_class: 0.2526 loss_bbox: 0.109 loss_giou: 0.3774 loss_class_0: 0.288 loss_bbox_0: 0.121 loss_giou_0: 0.4036 loss_class_1: 0.2668 loss_bbox_1: 0.1153 loss_giou_1: 0.3908 loss_class_2: 0.2591 loss_bbox_2: 0.114 loss_giou_2: 0.3827 loss_class_3: 0.2568 loss_bbox_3: 0.1107 loss_giou_3: 0.3785 loss_class_4: 0.2532 loss_bbox_4: 0.1094 loss_giou_4: 0.3775 loss_class_enc: 0.2987 loss_bbox_enc: 0.1353 loss_giou_enc: 0.431 loss_class_dn: 0.0554 loss_bbox_dn: 0.1532 loss_giou_dn: 0.3742 loss_class_dn_0: 0.1086 loss_bbox_dn_0: 0.2364 loss_giou_dn_0: 0.5251 loss_class_dn_1: 0.07838 loss_bbox_dn_1: 0.1812 loss_giou_dn_1: 0.4167 loss_class_dn_2: 0.06407 loss_bbox_dn_2: 0.1612 loss_giou_dn_2: 0.3877 loss_class_dn_3: 0.05982 loss_bbox_dn_3: 0.1552 loss_giou_dn_3: 0.3771 loss_class_dn_4: 0.05711 loss_bbox_dn_4: 0.1532 loss_giou_dn_4: 0.3743 time: 1.1147 data_time: 0.1106 lr: 0.0001 max_mem: 43217M [05/20 12:48:00 d2.utils.events]: eta: 2 days, 1:53:58 iter: 63249 total_loss: 9.255 loss_class: 0.2517 loss_bbox: 0.1142 loss_giou: 0.378 loss_class_0: 0.2865 loss_bbox_0: 0.1239 loss_giou_0: 0.3956 loss_class_1: 0.2687 loss_bbox_1: 0.1197 loss_giou_1: 0.3831 loss_class_2: 0.2606 loss_bbox_2: 0.1176 loss_giou_2: 0.3805 loss_class_3: 0.2557 loss_bbox_3: 0.1163 loss_giou_3: 0.3776 loss_class_4: 0.2521 loss_bbox_4: 0.1144 loss_giou_4: 0.3779 loss_class_enc: 0.297 loss_bbox_enc: 0.1386 loss_giou_enc: 0.4261 loss_class_dn: 0.05514 loss_bbox_dn: 0.1491 loss_giou_dn: 0.3693 loss_class_dn_0: 0.1061 loss_bbox_dn_0: 0.2301 loss_giou_dn_0: 0.5169 loss_class_dn_1: 0.07498 loss_bbox_dn_1: 0.1703 loss_giou_dn_1: 0.4125 loss_class_dn_2: 0.06399 loss_bbox_dn_2: 0.153 loss_giou_dn_2: 0.3805 loss_class_dn_3: 0.05892 loss_bbox_dn_3: 0.1491 loss_giou_dn_3: 0.3716 loss_class_dn_4: 0.05547 loss_bbox_dn_4: 0.1491 loss_giou_dn_4: 0.3692 time: 1.1147 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 12:48:56 d2.utils.events]: eta: 2 days, 1:47:10 iter: 63299 total_loss: 9.37 loss_class: 0.2579 loss_bbox: 0.1132 loss_giou: 0.3808 loss_class_0: 0.2892 loss_bbox_0: 0.1231 loss_giou_0: 0.4018 loss_class_1: 0.27 loss_bbox_1: 0.1196 loss_giou_1: 0.3927 loss_class_2: 0.2614 loss_bbox_2: 0.1162 loss_giou_2: 0.3857 loss_class_3: 0.2612 loss_bbox_3: 0.1136 loss_giou_3: 0.3808 loss_class_4: 0.2602 loss_bbox_4: 0.1136 loss_giou_4: 0.3796 loss_class_enc: 0.3008 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4236 loss_class_dn: 0.05622 loss_bbox_dn: 0.1521 loss_giou_dn: 0.3737 loss_class_dn_0: 0.1069 loss_bbox_dn_0: 0.2292 loss_giou_dn_0: 0.5156 loss_class_dn_1: 0.07893 loss_bbox_dn_1: 0.1741 loss_giou_dn_1: 0.4154 loss_class_dn_2: 0.06582 loss_bbox_dn_2: 0.1578 loss_giou_dn_2: 0.3843 loss_class_dn_3: 0.06138 loss_bbox_dn_3: 0.1533 loss_giou_dn_3: 0.3748 loss_class_dn_4: 0.05764 loss_bbox_dn_4: 0.1521 loss_giou_dn_4: 0.3737 time: 1.1147 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 12:49:52 d2.utils.events]: eta: 2 days, 1:43:15 iter: 63349 total_loss: 9.375 loss_class: 0.2492 loss_bbox: 0.1142 loss_giou: 0.381 loss_class_0: 0.2804 loss_bbox_0: 0.1251 loss_giou_0: 0.4003 loss_class_1: 0.264 loss_bbox_1: 0.1217 loss_giou_1: 0.391 loss_class_2: 0.2578 loss_bbox_2: 0.1175 loss_giou_2: 0.3848 loss_class_3: 0.2545 loss_bbox_3: 0.1159 loss_giou_3: 0.3818 loss_class_4: 0.2513 loss_bbox_4: 0.1154 loss_giou_4: 0.3798 loss_class_enc: 0.2972 loss_bbox_enc: 0.1377 loss_giou_enc: 0.4261 loss_class_dn: 0.05506 loss_bbox_dn: 0.152 loss_giou_dn: 0.3666 loss_class_dn_0: 0.1086 loss_bbox_dn_0: 0.2358 loss_giou_dn_0: 0.5133 loss_class_dn_1: 0.07777 loss_bbox_dn_1: 0.1765 loss_giou_dn_1: 0.4089 loss_class_dn_2: 0.06527 loss_bbox_dn_2: 0.159 loss_giou_dn_2: 0.3786 loss_class_dn_3: 0.06043 loss_bbox_dn_3: 0.1536 loss_giou_dn_3: 0.3689 loss_class_dn_4: 0.05644 loss_bbox_dn_4: 0.1519 loss_giou_dn_4: 0.3667 time: 1.1147 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 12:50:49 d2.utils.events]: eta: 2 days, 1:42:19 iter: 63399 total_loss: 9.259 loss_class: 0.2513 loss_bbox: 0.1103 loss_giou: 0.3791 loss_class_0: 0.2828 loss_bbox_0: 0.1241 loss_giou_0: 0.4026 loss_class_1: 0.2681 loss_bbox_1: 0.117 loss_giou_1: 0.392 loss_class_2: 0.2597 loss_bbox_2: 0.1127 loss_giou_2: 0.3823 loss_class_3: 0.2541 loss_bbox_3: 0.1116 loss_giou_3: 0.381 loss_class_4: 0.2517 loss_bbox_4: 0.1103 loss_giou_4: 0.3802 loss_class_enc: 0.2965 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4332 loss_class_dn: 0.05454 loss_bbox_dn: 0.1465 loss_giou_dn: 0.3707 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2267 loss_giou_dn_0: 0.5275 loss_class_dn_1: 0.07499 loss_bbox_dn_1: 0.1707 loss_giou_dn_1: 0.4186 loss_class_dn_2: 0.0624 loss_bbox_dn_2: 0.1505 loss_giou_dn_2: 0.3818 loss_class_dn_3: 0.05882 loss_bbox_dn_3: 0.1476 loss_giou_dn_3: 0.3726 loss_class_dn_4: 0.05532 loss_bbox_dn_4: 0.1465 loss_giou_dn_4: 0.3705 time: 1.1147 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 12:51:45 d2.utils.events]: eta: 2 days, 1:41:40 iter: 63449 total_loss: 8.988 loss_class: 0.2442 loss_bbox: 0.1095 loss_giou: 0.3659 loss_class_0: 0.281 loss_bbox_0: 0.1201 loss_giou_0: 0.3927 loss_class_1: 0.2611 loss_bbox_1: 0.1138 loss_giou_1: 0.3788 loss_class_2: 0.2493 loss_bbox_2: 0.1118 loss_giou_2: 0.3729 loss_class_3: 0.2477 loss_bbox_3: 0.11 loss_giou_3: 0.3695 loss_class_4: 0.246 loss_bbox_4: 0.1095 loss_giou_4: 0.3669 loss_class_enc: 0.294 loss_bbox_enc: 0.1317 loss_giou_enc: 0.421 loss_class_dn: 0.05114 loss_bbox_dn: 0.1478 loss_giou_dn: 0.3638 loss_class_dn_0: 0.1019 loss_bbox_dn_0: 0.2332 loss_giou_dn_0: 0.5109 loss_class_dn_1: 0.07359 loss_bbox_dn_1: 0.1697 loss_giou_dn_1: 0.4073 loss_class_dn_2: 0.06141 loss_bbox_dn_2: 0.1517 loss_giou_dn_2: 0.3771 loss_class_dn_3: 0.05658 loss_bbox_dn_3: 0.1482 loss_giou_dn_3: 0.3675 loss_class_dn_4: 0.05219 loss_bbox_dn_4: 0.1479 loss_giou_dn_4: 0.3638 time: 1.1147 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 12:52:41 d2.utils.events]: eta: 2 days, 1:39:58 iter: 63499 total_loss: 9.367 loss_class: 0.2564 loss_bbox: 0.1111 loss_giou: 0.3863 loss_class_0: 0.289 loss_bbox_0: 0.1219 loss_giou_0: 0.4089 loss_class_1: 0.2685 loss_bbox_1: 0.1168 loss_giou_1: 0.3975 loss_class_2: 0.2635 loss_bbox_2: 0.1135 loss_giou_2: 0.3926 loss_class_3: 0.2603 loss_bbox_3: 0.1111 loss_giou_3: 0.3878 loss_class_4: 0.2578 loss_bbox_4: 0.1108 loss_giou_4: 0.3865 loss_class_enc: 0.2973 loss_bbox_enc: 0.1344 loss_giou_enc: 0.4362 loss_class_dn: 0.05547 loss_bbox_dn: 0.151 loss_giou_dn: 0.3837 loss_class_dn_0: 0.1062 loss_bbox_dn_0: 0.2347 loss_giou_dn_0: 0.5338 loss_class_dn_1: 0.07629 loss_bbox_dn_1: 0.1752 loss_giou_dn_1: 0.4276 loss_class_dn_2: 0.06445 loss_bbox_dn_2: 0.156 loss_giou_dn_2: 0.3947 loss_class_dn_3: 0.06034 loss_bbox_dn_3: 0.1519 loss_giou_dn_3: 0.3853 loss_class_dn_4: 0.05638 loss_bbox_dn_4: 0.151 loss_giou_dn_4: 0.3836 time: 1.1147 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 12:53:37 d2.utils.events]: eta: 2 days, 1:39:02 iter: 63549 total_loss: 9.454 loss_class: 0.2501 loss_bbox: 0.112 loss_giou: 0.3858 loss_class_0: 0.2815 loss_bbox_0: 0.1214 loss_giou_0: 0.4051 loss_class_1: 0.2666 loss_bbox_1: 0.1167 loss_giou_1: 0.3935 loss_class_2: 0.2568 loss_bbox_2: 0.1141 loss_giou_2: 0.3926 loss_class_3: 0.2539 loss_bbox_3: 0.1122 loss_giou_3: 0.3878 loss_class_4: 0.2497 loss_bbox_4: 0.1119 loss_giou_4: 0.3862 loss_class_enc: 0.2927 loss_bbox_enc: 0.1357 loss_giou_enc: 0.4298 loss_class_dn: 0.05427 loss_bbox_dn: 0.1445 loss_giou_dn: 0.3782 loss_class_dn_0: 0.1041 loss_bbox_dn_0: 0.2262 loss_giou_dn_0: 0.5215 loss_class_dn_1: 0.07556 loss_bbox_dn_1: 0.1673 loss_giou_dn_1: 0.4181 loss_class_dn_2: 0.06263 loss_bbox_dn_2: 0.1492 loss_giou_dn_2: 0.3912 loss_class_dn_3: 0.05852 loss_bbox_dn_3: 0.1456 loss_giou_dn_3: 0.3809 loss_class_dn_4: 0.0549 loss_bbox_dn_4: 0.1446 loss_giou_dn_4: 0.3779 time: 1.1147 data_time: 0.1023 lr: 0.0001 max_mem: 43217M [05/20 12:54:33 d2.utils.events]: eta: 2 days, 1:37:46 iter: 63599 total_loss: 9.347 loss_class: 0.2571 loss_bbox: 0.1128 loss_giou: 0.3802 loss_class_0: 0.2904 loss_bbox_0: 0.123 loss_giou_0: 0.4037 loss_class_1: 0.272 loss_bbox_1: 0.118 loss_giou_1: 0.3939 loss_class_2: 0.2624 loss_bbox_2: 0.1153 loss_giou_2: 0.3883 loss_class_3: 0.2601 loss_bbox_3: 0.1132 loss_giou_3: 0.3827 loss_class_4: 0.2585 loss_bbox_4: 0.1124 loss_giou_4: 0.3795 loss_class_enc: 0.2985 loss_bbox_enc: 0.1392 loss_giou_enc: 0.436 loss_class_dn: 0.05392 loss_bbox_dn: 0.1572 loss_giou_dn: 0.375 loss_class_dn_0: 0.1055 loss_bbox_dn_0: 0.2435 loss_giou_dn_0: 0.5301 loss_class_dn_1: 0.07496 loss_bbox_dn_1: 0.1827 loss_giou_dn_1: 0.4191 loss_class_dn_2: 0.06341 loss_bbox_dn_2: 0.1638 loss_giou_dn_2: 0.3866 loss_class_dn_3: 0.05854 loss_bbox_dn_3: 0.1585 loss_giou_dn_3: 0.3762 loss_class_dn_4: 0.05492 loss_bbox_dn_4: 0.1573 loss_giou_dn_4: 0.3748 time: 1.1147 data_time: 0.1036 lr: 0.0001 max_mem: 43217M [05/20 12:55:30 d2.utils.events]: eta: 2 days, 1:34:51 iter: 63649 total_loss: 9.28 loss_class: 0.2495 loss_bbox: 0.1076 loss_giou: 0.3767 loss_class_0: 0.2823 loss_bbox_0: 0.1196 loss_giou_0: 0.3973 loss_class_1: 0.2641 loss_bbox_1: 0.1143 loss_giou_1: 0.3869 loss_class_2: 0.255 loss_bbox_2: 0.111 loss_giou_2: 0.3823 loss_class_3: 0.2533 loss_bbox_3: 0.1094 loss_giou_3: 0.3787 loss_class_4: 0.2511 loss_bbox_4: 0.108 loss_giou_4: 0.3758 loss_class_enc: 0.2936 loss_bbox_enc: 0.1321 loss_giou_enc: 0.4215 loss_class_dn: 0.0564 loss_bbox_dn: 0.153 loss_giou_dn: 0.3714 loss_class_dn_0: 0.1027 loss_bbox_dn_0: 0.2378 loss_giou_dn_0: 0.5191 loss_class_dn_1: 0.07583 loss_bbox_dn_1: 0.1776 loss_giou_dn_1: 0.4127 loss_class_dn_2: 0.06387 loss_bbox_dn_2: 0.1576 loss_giou_dn_2: 0.384 loss_class_dn_3: 0.06039 loss_bbox_dn_3: 0.1543 loss_giou_dn_3: 0.3735 loss_class_dn_4: 0.05673 loss_bbox_dn_4: 0.153 loss_giou_dn_4: 0.3713 time: 1.1147 data_time: 0.1130 lr: 0.0001 max_mem: 43217M [05/20 12:56:26 d2.utils.events]: eta: 2 days, 1:33:21 iter: 63699 total_loss: 9.235 loss_class: 0.2491 loss_bbox: 0.1125 loss_giou: 0.3729 loss_class_0: 0.2777 loss_bbox_0: 0.1227 loss_giou_0: 0.3989 loss_class_1: 0.2626 loss_bbox_1: 0.1182 loss_giou_1: 0.3855 loss_class_2: 0.2544 loss_bbox_2: 0.1143 loss_giou_2: 0.3769 loss_class_3: 0.2504 loss_bbox_3: 0.114 loss_giou_3: 0.3757 loss_class_4: 0.2486 loss_bbox_4: 0.113 loss_giou_4: 0.3754 loss_class_enc: 0.2894 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4238 loss_class_dn: 0.0524 loss_bbox_dn: 0.1512 loss_giou_dn: 0.3683 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.2338 loss_giou_dn_0: 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loss_class_dn_1: 0.07706 loss_bbox_dn_1: 0.1694 loss_giou_dn_1: 0.4094 loss_class_dn_2: 0.06545 loss_bbox_dn_2: 0.1532 loss_giou_dn_2: 0.3773 loss_class_dn_3: 0.0611 loss_bbox_dn_3: 0.1491 loss_giou_dn_3: 0.3675 loss_class_dn_4: 0.05753 loss_bbox_dn_4: 0.1481 loss_giou_dn_4: 0.3652 time: 1.1147 data_time: 0.1098 lr: 0.0001 max_mem: 43217M [05/20 12:58:19 d2.utils.events]: eta: 2 days, 1:29:19 iter: 63799 total_loss: 9.088 loss_class: 0.2483 loss_bbox: 0.1069 loss_giou: 0.3742 loss_class_0: 0.2775 loss_bbox_0: 0.1178 loss_giou_0: 0.3921 loss_class_1: 0.262 loss_bbox_1: 0.1139 loss_giou_1: 0.3836 loss_class_2: 0.2524 loss_bbox_2: 0.1091 loss_giou_2: 0.3789 loss_class_3: 0.2515 loss_bbox_3: 0.1082 loss_giou_3: 0.3752 loss_class_4: 0.2478 loss_bbox_4: 0.1074 loss_giou_4: 0.375 loss_class_enc: 0.2873 loss_bbox_enc: 0.1285 loss_giou_enc: 0.4188 loss_class_dn: 0.05212 loss_bbox_dn: 0.1432 loss_giou_dn: 0.3644 loss_class_dn_0: 0.09991 loss_bbox_dn_0: 0.2245 loss_giou_dn_0: 0.5121 loss_class_dn_1: 0.07111 loss_bbox_dn_1: 0.1648 loss_giou_dn_1: 0.4063 loss_class_dn_2: 0.06093 loss_bbox_dn_2: 0.1487 loss_giou_dn_2: 0.3753 loss_class_dn_3: 0.05703 loss_bbox_dn_3: 0.1449 loss_giou_dn_3: 0.367 loss_class_dn_4: 0.0534 loss_bbox_dn_4: 0.1433 loss_giou_dn_4: 0.3643 time: 1.1148 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 12:59:16 d2.utils.events]: eta: 2 days, 1:31:18 iter: 63849 total_loss: 9.154 loss_class: 0.2465 loss_bbox: 0.111 loss_giou: 0.3844 loss_class_0: 0.2807 loss_bbox_0: 0.1203 loss_giou_0: 0.4031 loss_class_1: 0.2606 loss_bbox_1: 0.1158 loss_giou_1: 0.3979 loss_class_2: 0.2517 loss_bbox_2: 0.1133 loss_giou_2: 0.3911 loss_class_3: 0.2515 loss_bbox_3: 0.1128 loss_giou_3: 0.3872 loss_class_4: 0.248 loss_bbox_4: 0.1113 loss_giou_4: 0.3851 loss_class_enc: 0.2901 loss_bbox_enc: 0.1329 loss_giou_enc: 0.4332 loss_class_dn: 0.05576 loss_bbox_dn: 0.15 loss_giou_dn: 0.3724 loss_class_dn_0: 0.1066 loss_bbox_dn_0: 0.2301 loss_giou_dn_0: 0.5208 loss_class_dn_1: 0.07564 loss_bbox_dn_1: 0.1701 loss_giou_dn_1: 0.4123 loss_class_dn_2: 0.06467 loss_bbox_dn_2: 0.1548 loss_giou_dn_2: 0.3841 loss_class_dn_3: 0.06021 loss_bbox_dn_3: 0.1506 loss_giou_dn_3: 0.3752 loss_class_dn_4: 0.05709 loss_bbox_dn_4: 0.1503 loss_giou_dn_4: 0.3725 time: 1.1148 data_time: 0.1030 lr: 0.0001 max_mem: 43217M [05/20 13:00:12 d2.utils.events]: eta: 2 days, 1:29:34 iter: 63899 total_loss: 9.359 loss_class: 0.2482 loss_bbox: 0.1155 loss_giou: 0.3835 loss_class_0: 0.2823 loss_bbox_0: 0.1228 loss_giou_0: 0.403 loss_class_1: 0.264 loss_bbox_1: 0.118 loss_giou_1: 0.3917 loss_class_2: 0.2554 loss_bbox_2: 0.1158 loss_giou_2: 0.3855 loss_class_3: 0.2542 loss_bbox_3: 0.1166 loss_giou_3: 0.3848 loss_class_4: 0.2496 loss_bbox_4: 0.1164 loss_giou_4: 0.3833 loss_class_enc: 0.2947 loss_bbox_enc: 0.1359 loss_giou_enc: 0.4306 loss_class_dn: 0.05134 loss_bbox_dn: 0.1511 loss_giou_dn: 0.3771 loss_class_dn_0: 0.1037 loss_bbox_dn_0: 0.2343 loss_giou_dn_0: 0.5236 loss_class_dn_1: 0.07285 loss_bbox_dn_1: 0.173 loss_giou_dn_1: 0.4193 loss_class_dn_2: 0.05998 loss_bbox_dn_2: 0.1565 loss_giou_dn_2: 0.3888 loss_class_dn_3: 0.05618 loss_bbox_dn_3: 0.1524 loss_giou_dn_3: 0.3793 loss_class_dn_4: 0.05304 loss_bbox_dn_4: 0.1512 loss_giou_dn_4: 0.3772 time: 1.1148 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 13:01:09 d2.utils.events]: eta: 2 days, 1:29:19 iter: 63949 total_loss: 9.319 loss_class: 0.2528 loss_bbox: 0.1054 loss_giou: 0.3854 loss_class_0: 0.286 loss_bbox_0: 0.117 loss_giou_0: 0.4047 loss_class_1: 0.2655 loss_bbox_1: 0.1129 loss_giou_1: 0.3981 loss_class_2: 0.2594 loss_bbox_2: 0.1085 loss_giou_2: 0.3903 loss_class_3: 0.2552 loss_bbox_3: 0.1073 loss_giou_3: 0.3859 loss_class_4: 0.2549 loss_bbox_4: 0.1055 loss_giou_4: 0.3855 loss_class_enc: 0.2948 loss_bbox_enc: 0.1282 loss_giou_enc: 0.4295 loss_class_dn: 0.05428 loss_bbox_dn: 0.1402 loss_giou_dn: 0.3764 loss_class_dn_0: 0.1099 loss_bbox_dn_0: 0.222 loss_giou_dn_0: 0.5235 loss_class_dn_1: 0.07886 loss_bbox_dn_1: 0.1649 loss_giou_dn_1: 0.4202 loss_class_dn_2: 0.06556 loss_bbox_dn_2: 0.1474 loss_giou_dn_2: 0.3889 loss_class_dn_3: 0.06044 loss_bbox_dn_3: 0.1419 loss_giou_dn_3: 0.3775 loss_class_dn_4: 0.05632 loss_bbox_dn_4: 0.1403 loss_giou_dn_4: 0.3761 time: 1.1148 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 13:02:06 d2.utils.events]: eta: 2 days, 1:28:32 iter: 63999 total_loss: 9.262 loss_class: 0.2491 loss_bbox: 0.1106 loss_giou: 0.3806 loss_class_0: 0.2833 loss_bbox_0: 0.12 loss_giou_0: 0.3985 loss_class_1: 0.2643 loss_bbox_1: 0.1153 loss_giou_1: 0.3906 loss_class_2: 0.2566 loss_bbox_2: 0.1131 loss_giou_2: 0.3855 loss_class_3: 0.253 loss_bbox_3: 0.1118 loss_giou_3: 0.3834 loss_class_4: 0.2501 loss_bbox_4: 0.1105 loss_giou_4: 0.382 loss_class_enc: 0.2919 loss_bbox_enc: 0.1308 loss_giou_enc: 0.4273 loss_class_dn: 0.04887 loss_bbox_dn: 0.1399 loss_giou_dn: 0.3664 loss_class_dn_0: 0.09915 loss_bbox_dn_0: 0.2156 loss_giou_dn_0: 0.5141 loss_class_dn_1: 0.06859 loss_bbox_dn_1: 0.1587 loss_giou_dn_1: 0.4102 loss_class_dn_2: 0.05699 loss_bbox_dn_2: 0.1421 loss_giou_dn_2: 0.3784 loss_class_dn_3: 0.05327 loss_bbox_dn_3: 0.1401 loss_giou_dn_3: 0.3694 loss_class_dn_4: 0.05059 loss_bbox_dn_4: 0.1399 loss_giou_dn_4: 0.3664 time: 1.1148 data_time: 0.1031 lr: 0.0001 max_mem: 43217M [05/20 13:03:02 d2.utils.events]: eta: 2 days, 1:26:49 iter: 64049 total_loss: 9.214 loss_class: 0.2482 loss_bbox: 0.1105 loss_giou: 0.3812 loss_class_0: 0.2829 loss_bbox_0: 0.1217 loss_giou_0: 0.4088 loss_class_1: 0.2655 loss_bbox_1: 0.1157 loss_giou_1: 0.3902 loss_class_2: 0.2574 loss_bbox_2: 0.1118 loss_giou_2: 0.3843 loss_class_3: 0.2536 loss_bbox_3: 0.1106 loss_giou_3: 0.3827 loss_class_4: 0.2516 loss_bbox_4: 0.1106 loss_giou_4: 0.3818 loss_class_enc: 0.2905 loss_bbox_enc: 0.135 loss_giou_enc: 0.4343 loss_class_dn: 0.05317 loss_bbox_dn: 0.144 loss_giou_dn: 0.3753 loss_class_dn_0: 0.1064 loss_bbox_dn_0: 0.2263 loss_giou_dn_0: 0.5145 loss_class_dn_1: 0.07728 loss_bbox_dn_1: 0.1689 loss_giou_dn_1: 0.4152 loss_class_dn_2: 0.06275 loss_bbox_dn_2: 0.1497 loss_giou_dn_2: 0.3848 loss_class_dn_3: 0.05861 loss_bbox_dn_3: 0.1455 loss_giou_dn_3: 0.3772 loss_class_dn_4: 0.05415 loss_bbox_dn_4: 0.144 loss_giou_dn_4: 0.3751 time: 1.1148 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 13:03:58 d2.utils.events]: eta: 2 days, 1:25:25 iter: 64099 total_loss: 9.337 loss_class: 0.2502 loss_bbox: 0.1109 loss_giou: 0.3773 loss_class_0: 0.2852 loss_bbox_0: 0.1227 loss_giou_0: 0.4018 loss_class_1: 0.2656 loss_bbox_1: 0.118 loss_giou_1: 0.3916 loss_class_2: 0.258 loss_bbox_2: 0.1129 loss_giou_2: 0.3838 loss_class_3: 0.2572 loss_bbox_3: 0.1118 loss_giou_3: 0.3791 loss_class_4: 0.2528 loss_bbox_4: 0.111 loss_giou_4: 0.3788 loss_class_enc: 0.2945 loss_bbox_enc: 0.1349 loss_giou_enc: 0.4258 loss_class_dn: 0.05226 loss_bbox_dn: 0.1428 loss_giou_dn: 0.3733 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.221 loss_giou_dn_0: 0.5153 loss_class_dn_1: 0.07321 loss_bbox_dn_1: 0.1665 loss_giou_dn_1: 0.4139 loss_class_dn_2: 0.06066 loss_bbox_dn_2: 0.1476 loss_giou_dn_2: 0.3834 loss_class_dn_3: 0.05714 loss_bbox_dn_3: 0.1439 loss_giou_dn_3: 0.3751 loss_class_dn_4: 0.05313 loss_bbox_dn_4: 0.1428 loss_giou_dn_4: 0.3732 time: 1.1148 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 13:04:55 d2.utils.events]: eta: 2 days, 1:21:32 iter: 64149 total_loss: 9.319 loss_class: 0.2518 loss_bbox: 0.1089 loss_giou: 0.3782 loss_class_0: 0.2842 loss_bbox_0: 0.1199 loss_giou_0: 0.3992 loss_class_1: 0.2675 loss_bbox_1: 0.1158 loss_giou_1: 0.3891 loss_class_2: 0.2581 loss_bbox_2: 0.1116 loss_giou_2: 0.3841 loss_class_3: 0.2566 loss_bbox_3: 0.109 loss_giou_3: 0.3801 loss_class_4: 0.2528 loss_bbox_4: 0.1086 loss_giou_4: 0.3782 loss_class_enc: 0.2945 loss_bbox_enc: 0.1327 loss_giou_enc: 0.4257 loss_class_dn: 0.05455 loss_bbox_dn: 0.1475 loss_giou_dn: 0.3708 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.2288 loss_giou_dn_0: 0.5184 loss_class_dn_1: 0.07535 loss_bbox_dn_1: 0.1702 loss_giou_dn_1: 0.4154 loss_class_dn_2: 0.06207 loss_bbox_dn_2: 0.1529 loss_giou_dn_2: 0.3848 loss_class_dn_3: 0.05835 loss_bbox_dn_3: 0.149 loss_giou_dn_3: 0.3736 loss_class_dn_4: 0.05571 loss_bbox_dn_4: 0.1475 loss_giou_dn_4: 0.3707 time: 1.1148 data_time: 0.0942 lr: 0.0001 max_mem: 43217M [05/20 13:05:52 d2.utils.events]: eta: 2 days, 1:21:57 iter: 64199 total_loss: 9.364 loss_class: 0.2527 loss_bbox: 0.1093 loss_giou: 0.3987 loss_class_0: 0.286 loss_bbox_0: 0.1206 loss_giou_0: 0.4172 loss_class_1: 0.2676 loss_bbox_1: 0.116 loss_giou_1: 0.4117 loss_class_2: 0.2586 loss_bbox_2: 0.1115 loss_giou_2: 0.4056 loss_class_3: 0.2553 loss_bbox_3: 0.109 loss_giou_3: 0.4014 loss_class_4: 0.2529 loss_bbox_4: 0.1094 loss_giou_4: 0.3998 loss_class_enc: 0.2955 loss_bbox_enc: 0.1343 loss_giou_enc: 0.4459 loss_class_dn: 0.05169 loss_bbox_dn: 0.1445 loss_giou_dn: 0.3789 loss_class_dn_0: 0.1024 loss_bbox_dn_0: 0.2213 loss_giou_dn_0: 0.5229 loss_class_dn_1: 0.07189 loss_bbox_dn_1: 0.1656 loss_giou_dn_1: 0.421 loss_class_dn_2: 0.05928 loss_bbox_dn_2: 0.1489 loss_giou_dn_2: 0.3893 loss_class_dn_3: 0.05529 loss_bbox_dn_3: 0.1451 loss_giou_dn_3: 0.3802 loss_class_dn_4: 0.05215 loss_bbox_dn_4: 0.1445 loss_giou_dn_4: 0.3785 time: 1.1148 data_time: 0.1131 lr: 0.0001 max_mem: 43217M [05/20 13:06:48 d2.utils.events]: eta: 2 days, 1:19:26 iter: 64249 total_loss: 9.231 loss_class: 0.2554 loss_bbox: 0.1094 loss_giou: 0.3727 loss_class_0: 0.2906 loss_bbox_0: 0.1193 loss_giou_0: 0.3935 loss_class_1: 0.2736 loss_bbox_1: 0.1137 loss_giou_1: 0.3835 loss_class_2: 0.2611 loss_bbox_2: 0.1108 loss_giou_2: 0.3792 loss_class_3: 0.2592 loss_bbox_3: 0.1089 loss_giou_3: 0.3745 loss_class_4: 0.2565 loss_bbox_4: 0.1102 loss_giou_4: 0.373 loss_class_enc: 0.3028 loss_bbox_enc: 0.1328 loss_giou_enc: 0.422 loss_class_dn: 0.05526 loss_bbox_dn: 0.1459 loss_giou_dn: 0.3643 loss_class_dn_0: 0.1106 loss_bbox_dn_0: 0.2262 loss_giou_dn_0: 0.5162 loss_class_dn_1: 0.07915 loss_bbox_dn_1: 0.1679 loss_giou_dn_1: 0.4086 loss_class_dn_2: 0.06585 loss_bbox_dn_2: 0.1508 loss_giou_dn_2: 0.3772 loss_class_dn_3: 0.06059 loss_bbox_dn_3: 0.1471 loss_giou_dn_3: 0.3672 loss_class_dn_4: 0.05582 loss_bbox_dn_4: 0.1459 loss_giou_dn_4: 0.3643 time: 1.1148 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 13:07:44 d2.utils.events]: eta: 2 days, 1:20:48 iter: 64299 total_loss: 9.272 loss_class: 0.2548 loss_bbox: 0.1143 loss_giou: 0.383 loss_class_0: 0.2856 loss_bbox_0: 0.1242 loss_giou_0: 0.4022 loss_class_1: 0.2678 loss_bbox_1: 0.1191 loss_giou_1: 0.3924 loss_class_2: 0.2594 loss_bbox_2: 0.1175 loss_giou_2: 0.3869 loss_class_3: 0.2593 loss_bbox_3: 0.1151 loss_giou_3: 0.3834 loss_class_4: 0.2558 loss_bbox_4: 0.1154 loss_giou_4: 0.3829 loss_class_enc: 0.299 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4249 loss_class_dn: 0.05622 loss_bbox_dn: 0.1486 loss_giou_dn: 0.3644 loss_class_dn_0: 0.1041 loss_bbox_dn_0: 0.2296 loss_giou_dn_0: 0.5149 loss_class_dn_1: 0.07493 loss_bbox_dn_1: 0.1727 loss_giou_dn_1: 0.4103 loss_class_dn_2: 0.06378 loss_bbox_dn_2: 0.1552 loss_giou_dn_2: 0.3767 loss_class_dn_3: 0.06005 loss_bbox_dn_3: 0.1499 loss_giou_dn_3: 0.3665 loss_class_dn_4: 0.05664 loss_bbox_dn_4: 0.1486 loss_giou_dn_4: 0.3645 time: 1.1148 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 13:08:40 d2.utils.events]: eta: 2 days, 1:21:46 iter: 64349 total_loss: 9.276 loss_class: 0.243 loss_bbox: 0.1131 loss_giou: 0.377 loss_class_0: 0.2728 loss_bbox_0: 0.1259 loss_giou_0: 0.3985 loss_class_1: 0.2575 loss_bbox_1: 0.1192 loss_giou_1: 0.3878 loss_class_2: 0.249 loss_bbox_2: 0.1149 loss_giou_2: 0.3837 loss_class_3: 0.2474 loss_bbox_3: 0.114 loss_giou_3: 0.381 loss_class_4: 0.2449 loss_bbox_4: 0.113 loss_giou_4: 0.3779 loss_class_enc: 0.2855 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4222 loss_class_dn: 0.05202 loss_bbox_dn: 0.155 loss_giou_dn: 0.3746 loss_class_dn_0: 0.1026 loss_bbox_dn_0: 0.237 loss_giou_dn_0: 0.5199 loss_class_dn_1: 0.07314 loss_bbox_dn_1: 0.178 loss_giou_dn_1: 0.4169 loss_class_dn_2: 0.06084 loss_bbox_dn_2: 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loss_class_dn_3: 0.05888 loss_bbox_dn_3: 0.1452 loss_giou_dn_3: 0.3687 loss_class_dn_4: 0.05493 loss_bbox_dn_4: 0.1443 loss_giou_dn_4: 0.3667 time: 1.1148 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 13:13:22 d2.utils.events]: eta: 2 days, 1:19:34 iter: 64599 total_loss: 9.181 loss_class: 0.2517 loss_bbox: 0.1095 loss_giou: 0.3762 loss_class_0: 0.2847 loss_bbox_0: 0.1201 loss_giou_0: 0.3954 loss_class_1: 0.2669 loss_bbox_1: 0.1151 loss_giou_1: 0.3852 loss_class_2: 0.2596 loss_bbox_2: 0.1121 loss_giou_2: 0.3812 loss_class_3: 0.2572 loss_bbox_3: 0.1098 loss_giou_3: 0.3779 loss_class_4: 0.2514 loss_bbox_4: 0.1092 loss_giou_4: 0.3774 loss_class_enc: 0.2938 loss_bbox_enc: 0.1316 loss_giou_enc: 0.4263 loss_class_dn: 0.05601 loss_bbox_dn: 0.1414 loss_giou_dn: 0.3684 loss_class_dn_0: 0.1069 loss_bbox_dn_0: 0.2223 loss_giou_dn_0: 0.5096 loss_class_dn_1: 0.07762 loss_bbox_dn_1: 0.1635 loss_giou_dn_1: 0.405 loss_class_dn_2: 0.06502 loss_bbox_dn_2: 0.1477 loss_giou_dn_2: 0.3791 loss_class_dn_3: 0.06113 loss_bbox_dn_3: 0.1429 loss_giou_dn_3: 0.3705 loss_class_dn_4: 0.05778 loss_bbox_dn_4: 0.1416 loss_giou_dn_4: 0.3682 time: 1.1148 data_time: 0.1082 lr: 0.0001 max_mem: 43217M [05/20 13:14:18 d2.utils.events]: eta: 2 days, 1:18:27 iter: 64649 total_loss: 9.079 loss_class: 0.247 loss_bbox: 0.1083 loss_giou: 0.3748 loss_class_0: 0.2752 loss_bbox_0: 0.1182 loss_giou_0: 0.3948 loss_class_1: 0.2594 loss_bbox_1: 0.1132 loss_giou_1: 0.3845 loss_class_2: 0.2506 loss_bbox_2: 0.1108 loss_giou_2: 0.3815 loss_class_3: 0.2489 loss_bbox_3: 0.1087 loss_giou_3: 0.377 loss_class_4: 0.2477 loss_bbox_4: 0.1083 loss_giou_4: 0.3753 loss_class_enc: 0.285 loss_bbox_enc: 0.1292 loss_giou_enc: 0.4216 loss_class_dn: 0.04863 loss_bbox_dn: 0.1465 loss_giou_dn: 0.3659 loss_class_dn_0: 0.1016 loss_bbox_dn_0: 0.2235 loss_giou_dn_0: 0.507 loss_class_dn_1: 0.07025 loss_bbox_dn_1: 0.1712 loss_giou_dn_1: 0.4068 loss_class_dn_2: 0.05726 loss_bbox_dn_2: 0.154 loss_giou_dn_2: 0.3784 loss_class_dn_3: 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0.1464 loss_giou_dn_3: 0.3745 loss_class_dn_4: 0.05635 loss_bbox_dn_4: 0.1454 loss_giou_dn_4: 0.3714 time: 1.1148 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 13:17:06 d2.utils.events]: eta: 2 days, 1:15:32 iter: 64799 total_loss: 9.251 loss_class: 0.2531 loss_bbox: 0.1111 loss_giou: 0.3765 loss_class_0: 0.2863 loss_bbox_0: 0.1249 loss_giou_0: 0.3977 loss_class_1: 0.2657 loss_bbox_1: 0.1176 loss_giou_1: 0.3882 loss_class_2: 0.2581 loss_bbox_2: 0.1157 loss_giou_2: 0.3829 loss_class_3: 0.2564 loss_bbox_3: 0.111 loss_giou_3: 0.3797 loss_class_4: 0.2542 loss_bbox_4: 0.1107 loss_giou_4: 0.3777 loss_class_enc: 0.2977 loss_bbox_enc: 0.1354 loss_giou_enc: 0.4244 loss_class_dn: 0.05271 loss_bbox_dn: 0.1511 loss_giou_dn: 0.3666 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.234 loss_giou_dn_0: 0.5177 loss_class_dn_1: 0.07659 loss_bbox_dn_1: 0.1722 loss_giou_dn_1: 0.4104 loss_class_dn_2: 0.06188 loss_bbox_dn_2: 0.1566 loss_giou_dn_2: 0.3794 loss_class_dn_3: 0.05846 loss_bbox_dn_3: 0.152 loss_giou_dn_3: 0.3696 loss_class_dn_4: 0.05396 loss_bbox_dn_4: 0.1511 loss_giou_dn_4: 0.3663 time: 1.1148 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 13:18:03 d2.utils.events]: eta: 2 days, 1:14:37 iter: 64849 total_loss: 9.308 loss_class: 0.2502 loss_bbox: 0.1111 loss_giou: 0.3691 loss_class_0: 0.2851 loss_bbox_0: 0.1219 loss_giou_0: 0.3881 loss_class_1: 0.2661 loss_bbox_1: 0.1177 loss_giou_1: 0.3794 loss_class_2: 0.2573 loss_bbox_2: 0.1142 loss_giou_2: 0.3746 loss_class_3: 0.2555 loss_bbox_3: 0.1126 loss_giou_3: 0.3696 loss_class_4: 0.2531 loss_bbox_4: 0.1119 loss_giou_4: 0.3686 loss_class_enc: 0.2976 loss_bbox_enc: 0.1345 loss_giou_enc: 0.4182 loss_class_dn: 0.05574 loss_bbox_dn: 0.1553 loss_giou_dn: 0.369 loss_class_dn_0: 0.1077 loss_bbox_dn_0: 0.2348 loss_giou_dn_0: 0.5187 loss_class_dn_1: 0.07848 loss_bbox_dn_1: 0.1776 loss_giou_dn_1: 0.4136 loss_class_dn_2: 0.06459 loss_bbox_dn_2: 0.1595 loss_giou_dn_2: 0.3804 loss_class_dn_3: 0.06071 loss_bbox_dn_3: 0.1564 loss_giou_dn_3: 0.3714 loss_class_dn_4: 0.05704 loss_bbox_dn_4: 0.1553 loss_giou_dn_4: 0.3691 time: 1.1149 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 13:19:00 d2.utils.events]: eta: 2 days, 1:14:02 iter: 64899 total_loss: 9.409 loss_class: 0.2532 loss_bbox: 0.1126 loss_giou: 0.3745 loss_class_0: 0.286 loss_bbox_0: 0.125 loss_giou_0: 0.3984 loss_class_1: 0.2717 loss_bbox_1: 0.1188 loss_giou_1: 0.3858 loss_class_2: 0.2602 loss_bbox_2: 0.1152 loss_giou_2: 0.3802 loss_class_3: 0.2577 loss_bbox_3: 0.1134 loss_giou_3: 0.3763 loss_class_4: 0.253 loss_bbox_4: 0.1127 loss_giou_4: 0.3756 loss_class_enc: 0.2996 loss_bbox_enc: 0.1359 loss_giou_enc: 0.4267 loss_class_dn: 0.05727 loss_bbox_dn: 0.1539 loss_giou_dn: 0.3722 loss_class_dn_0: 0.1076 loss_bbox_dn_0: 0.233 loss_giou_dn_0: 0.5243 loss_class_dn_1: 0.07864 loss_bbox_dn_1: 0.1802 loss_giou_dn_1: 0.4145 loss_class_dn_2: 0.06695 loss_bbox_dn_2: 0.1607 loss_giou_dn_2: 0.3864 loss_class_dn_3: 0.0631 loss_bbox_dn_3: 0.1556 loss_giou_dn_3: 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loss_class_dn_4: 0.0582 loss_bbox_dn_4: 0.1427 loss_giou_dn_4: 0.3686 time: 1.1149 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 13:20:52 d2.utils.events]: eta: 2 days, 1:09:12 iter: 64999 total_loss: 9.05 loss_class: 0.2451 loss_bbox: 0.1064 loss_giou: 0.362 loss_class_0: 0.2749 loss_bbox_0: 0.1226 loss_giou_0: 0.3864 loss_class_1: 0.2583 loss_bbox_1: 0.1136 loss_giou_1: 0.3773 loss_class_2: 0.2509 loss_bbox_2: 0.1088 loss_giou_2: 0.3711 loss_class_3: 0.2472 loss_bbox_3: 0.1081 loss_giou_3: 0.3651 loss_class_4: 0.2459 loss_bbox_4: 0.1071 loss_giou_4: 0.3627 loss_class_enc: 0.2861 loss_bbox_enc: 0.1355 loss_giou_enc: 0.417 loss_class_dn: 0.05271 loss_bbox_dn: 0.1512 loss_giou_dn: 0.3627 loss_class_dn_0: 0.1028 loss_bbox_dn_0: 0.2358 loss_giou_dn_0: 0.5082 loss_class_dn_1: 0.07378 loss_bbox_dn_1: 0.1739 loss_giou_dn_1: 0.4038 loss_class_dn_2: 0.06097 loss_bbox_dn_2: 0.1572 loss_giou_dn_2: 0.3731 loss_class_dn_3: 0.05695 loss_bbox_dn_3: 0.1528 loss_giou_dn_3: 0.364 loss_class_dn_4: 0.05434 loss_bbox_dn_4: 0.1513 loss_giou_dn_4: 0.3624 time: 1.1149 data_time: 0.0948 lr: 0.0001 max_mem: 43217M [05/20 13:21:48 d2.utils.events]: eta: 2 days, 1:09:18 iter: 65049 total_loss: 9.395 loss_class: 0.2524 loss_bbox: 0.11 loss_giou: 0.3763 loss_class_0: 0.2886 loss_bbox_0: 0.1211 loss_giou_0: 0.3948 loss_class_1: 0.2697 loss_bbox_1: 0.1174 loss_giou_1: 0.3857 loss_class_2: 0.2588 loss_bbox_2: 0.1138 loss_giou_2: 0.38 loss_class_3: 0.2577 loss_bbox_3: 0.1117 loss_giou_3: 0.379 loss_class_4: 0.2535 loss_bbox_4: 0.1114 loss_giou_4: 0.377 loss_class_enc: 0.2973 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4252 loss_class_dn: 0.05485 loss_bbox_dn: 0.1494 loss_giou_dn: 0.3678 loss_class_dn_0: 0.1074 loss_bbox_dn_0: 0.2402 loss_giou_dn_0: 0.5197 loss_class_dn_1: 0.07748 loss_bbox_dn_1: 0.1762 loss_giou_dn_1: 0.4146 loss_class_dn_2: 0.06519 loss_bbox_dn_2: 0.1555 loss_giou_dn_2: 0.3802 loss_class_dn_3: 0.06079 loss_bbox_dn_3: 0.1505 loss_giou_dn_3: 0.3697 loss_class_dn_4: 0.05617 loss_bbox_dn_4: 0.1494 loss_giou_dn_4: 0.3679 time: 1.1149 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 13:22:45 d2.utils.events]: eta: 2 days, 1:10:00 iter: 65099 total_loss: 9.478 loss_class: 0.2551 loss_bbox: 0.1148 loss_giou: 0.3862 loss_class_0: 0.2855 loss_bbox_0: 0.1257 loss_giou_0: 0.4086 loss_class_1: 0.2699 loss_bbox_1: 0.1198 loss_giou_1: 0.3968 loss_class_2: 0.2609 loss_bbox_2: 0.117 loss_giou_2: 0.3921 loss_class_3: 0.2591 loss_bbox_3: 0.1157 loss_giou_3: 0.3886 loss_class_4: 0.2559 loss_bbox_4: 0.1151 loss_giou_4: 0.3877 loss_class_enc: 0.2987 loss_bbox_enc: 0.1393 loss_giou_enc: 0.435 loss_class_dn: 0.05473 loss_bbox_dn: 0.1529 loss_giou_dn: 0.3785 loss_class_dn_0: 0.1044 loss_bbox_dn_0: 0.2386 loss_giou_dn_0: 0.5274 loss_class_dn_1: 0.07575 loss_bbox_dn_1: 0.178 loss_giou_dn_1: 0.4224 loss_class_dn_2: 0.06376 loss_bbox_dn_2: 0.1585 loss_giou_dn_2: 0.3899 loss_class_dn_3: 0.0593 loss_bbox_dn_3: 0.1544 loss_giou_dn_3: 0.3807 loss_class_dn_4: 0.05608 loss_bbox_dn_4: 0.1529 loss_giou_dn_4: 0.3783 time: 1.1149 data_time: 0.1020 lr: 0.0001 max_mem: 43217M [05/20 13:23:41 d2.utils.events]: eta: 2 days, 1:09:41 iter: 65149 total_loss: 9.379 loss_class: 0.2503 loss_bbox: 0.1114 loss_giou: 0.3793 loss_class_0: 0.2824 loss_bbox_0: 0.1229 loss_giou_0: 0.4002 loss_class_1: 0.2652 loss_bbox_1: 0.1178 loss_giou_1: 0.3895 loss_class_2: 0.2569 loss_bbox_2: 0.1138 loss_giou_2: 0.3835 loss_class_3: 0.2535 loss_bbox_3: 0.1112 loss_giou_3: 0.3822 loss_class_4: 0.252 loss_bbox_4: 0.1106 loss_giou_4: 0.38 loss_class_enc: 0.2932 loss_bbox_enc: 0.1354 loss_giou_enc: 0.4294 loss_class_dn: 0.05637 loss_bbox_dn: 0.1523 loss_giou_dn: 0.3766 loss_class_dn_0: 0.1099 loss_bbox_dn_0: 0.2396 loss_giou_dn_0: 0.5321 loss_class_dn_1: 0.07823 loss_bbox_dn_1: 0.1774 loss_giou_dn_1: 0.4207 loss_class_dn_2: 0.06528 loss_bbox_dn_2: 0.1574 loss_giou_dn_2: 0.3887 loss_class_dn_3: 0.06115 loss_bbox_dn_3: 0.1531 loss_giou_dn_3: 0.3792 loss_class_dn_4: 0.05682 loss_bbox_dn_4: 0.1525 loss_giou_dn_4: 0.3764 time: 1.1149 data_time: 0.1043 lr: 0.0001 max_mem: 43217M [05/20 13:24:37 d2.utils.events]: eta: 2 days, 1:06:55 iter: 65199 total_loss: 9.304 loss_class: 0.2493 loss_bbox: 0.1125 loss_giou: 0.3815 loss_class_0: 0.2843 loss_bbox_0: 0.1227 loss_giou_0: 0.4026 loss_class_1: 0.2658 loss_bbox_1: 0.1189 loss_giou_1: 0.3938 loss_class_2: 0.2574 loss_bbox_2: 0.1145 loss_giou_2: 0.3871 loss_class_3: 0.2544 loss_bbox_3: 0.1124 loss_giou_3: 0.3827 loss_class_4: 0.2516 loss_bbox_4: 0.1124 loss_giou_4: 0.3808 loss_class_enc: 0.2943 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4254 loss_class_dn: 0.05245 loss_bbox_dn: 0.144 loss_giou_dn: 0.3754 loss_class_dn_0: 0.1039 loss_bbox_dn_0: 0.2266 loss_giou_dn_0: 0.5228 loss_class_dn_1: 0.07361 loss_bbox_dn_1: 0.1668 loss_giou_dn_1: 0.4182 loss_class_dn_2: 0.06103 loss_bbox_dn_2: 0.1499 loss_giou_dn_2: 0.3866 loss_class_dn_3: 0.0574 loss_bbox_dn_3: 0.145 loss_giou_dn_3: 0.3781 loss_class_dn_4: 0.05363 loss_bbox_dn_4: 0.1439 loss_giou_dn_4: 0.3754 time: 1.1149 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 13:25:34 d2.utils.events]: eta: 2 days, 1:06:39 iter: 65249 total_loss: 9.295 loss_class: 0.2541 loss_bbox: 0.1084 loss_giou: 0.3721 loss_class_0: 0.2822 loss_bbox_0: 0.1207 loss_giou_0: 0.394 loss_class_1: 0.268 loss_bbox_1: 0.1151 loss_giou_1: 0.383 loss_class_2: 0.2588 loss_bbox_2: 0.1125 loss_giou_2: 0.3782 loss_class_3: 0.2573 loss_bbox_3: 0.1095 loss_giou_3: 0.3743 loss_class_4: 0.2533 loss_bbox_4: 0.1084 loss_giou_4: 0.3725 loss_class_enc: 0.2953 loss_bbox_enc: 0.1341 loss_giou_enc: 0.419 loss_class_dn: 0.05213 loss_bbox_dn: 0.1471 loss_giou_dn: 0.3684 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.229 loss_giou_dn_0: 0.5163 loss_class_dn_1: 0.07505 loss_bbox_dn_1: 0.1722 loss_giou_dn_1: 0.4125 loss_class_dn_2: 0.06215 loss_bbox_dn_2: 0.1545 loss_giou_dn_2: 0.3807 loss_class_dn_3: 0.05758 loss_bbox_dn_3: 0.1483 loss_giou_dn_3: 0.3706 loss_class_dn_4: 0.05299 loss_bbox_dn_4: 0.1472 loss_giou_dn_4: 0.3685 time: 1.1149 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 13:26:30 d2.utils.events]: eta: 2 days, 1:06:19 iter: 65299 total_loss: 9.132 loss_class: 0.2528 loss_bbox: 0.109 loss_giou: 0.3761 loss_class_0: 0.2824 loss_bbox_0: 0.1185 loss_giou_0: 0.4011 loss_class_1: 0.2659 loss_bbox_1: 0.1133 loss_giou_1: 0.3897 loss_class_2: 0.2598 loss_bbox_2: 0.1097 loss_giou_2: 0.3837 loss_class_3: 0.2552 loss_bbox_3: 0.1094 loss_giou_3: 0.3794 loss_class_4: 0.2529 loss_bbox_4: 0.11 loss_giou_4: 0.3763 loss_class_enc: 0.2927 loss_bbox_enc: 0.1322 loss_giou_enc: 0.4287 loss_class_dn: 0.05259 loss_bbox_dn: 0.1392 loss_giou_dn: 0.3693 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.2263 loss_giou_dn_0: 0.5184 loss_class_dn_1: 0.07545 loss_bbox_dn_1: 0.1661 loss_giou_dn_1: 0.4117 loss_class_dn_2: 0.06146 loss_bbox_dn_2: 0.1462 loss_giou_dn_2: 0.3822 loss_class_dn_3: 0.0568 loss_bbox_dn_3: 0.1407 loss_giou_dn_3: 0.372 loss_class_dn_4: 0.0533 loss_bbox_dn_4: 0.1392 loss_giou_dn_4: 0.3691 time: 1.1149 data_time: 0.0926 lr: 0.0001 max_mem: 43217M [05/20 13:27:27 d2.utils.events]: eta: 2 days, 1:05:24 iter: 65349 total_loss: 9.011 loss_class: 0.2465 loss_bbox: 0.1084 loss_giou: 0.3629 loss_class_0: 0.2758 loss_bbox_0: 0.1217 loss_giou_0: 0.3827 loss_class_1: 0.2568 loss_bbox_1: 0.1162 loss_giou_1: 0.3714 loss_class_2: 0.2523 loss_bbox_2: 0.1108 loss_giou_2: 0.3662 loss_class_3: 0.2499 loss_bbox_3: 0.109 loss_giou_3: 0.3633 loss_class_4: 0.2477 loss_bbox_4: 0.108 loss_giou_4: 0.3614 loss_class_enc: 0.2869 loss_bbox_enc: 0.1344 loss_giou_enc: 0.4103 loss_class_dn: 0.05312 loss_bbox_dn: 0.1445 loss_giou_dn: 0.3548 loss_class_dn_0: 0.1021 loss_bbox_dn_0: 0.2289 loss_giou_dn_0: 0.5021 loss_class_dn_1: 0.07444 loss_bbox_dn_1: 0.1673 loss_giou_dn_1: 0.3983 loss_class_dn_2: 0.06126 loss_bbox_dn_2: 0.1495 loss_giou_dn_2: 0.3675 loss_class_dn_3: 0.05641 loss_bbox_dn_3: 0.1457 loss_giou_dn_3: 0.3573 loss_class_dn_4: 0.05359 loss_bbox_dn_4: 0.1446 loss_giou_dn_4: 0.3548 time: 1.1149 data_time: 0.1003 lr: 0.0001 max_mem: 43217M [05/20 13:28:23 d2.utils.events]: eta: 2 days, 1:03:05 iter: 65399 total_loss: 9.453 loss_class: 0.2513 loss_bbox: 0.1134 loss_giou: 0.3863 loss_class_0: 0.2865 loss_bbox_0: 0.1236 loss_giou_0: 0.4078 loss_class_1: 0.2671 loss_bbox_1: 0.1202 loss_giou_1: 0.3934 loss_class_2: 0.2593 loss_bbox_2: 0.1156 loss_giou_2: 0.3908 loss_class_3: 0.2575 loss_bbox_3: 0.1139 loss_giou_3: 0.387 loss_class_4: 0.2522 loss_bbox_4: 0.1131 loss_giou_4: 0.3862 loss_class_enc: 0.2978 loss_bbox_enc: 0.1374 loss_giou_enc: 0.4299 loss_class_dn: 0.0537 loss_bbox_dn: 0.1482 loss_giou_dn: 0.3775 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2233 loss_giou_dn_0: 0.5224 loss_class_dn_1: 0.07501 loss_bbox_dn_1: 0.1694 loss_giou_dn_1: 0.4182 loss_class_dn_2: 0.0625 loss_bbox_dn_2: 0.152 loss_giou_dn_2: 0.3893 loss_class_dn_3: 0.05922 loss_bbox_dn_3: 0.1488 loss_giou_dn_3: 0.3797 loss_class_dn_4: 0.05509 loss_bbox_dn_4: 0.1482 loss_giou_dn_4: 0.3772 time: 1.1149 data_time: 0.0978 lr: 0.0001 max_mem: 43217M [05/20 13:29:19 d2.utils.events]: eta: 2 days, 0:59:27 iter: 65449 total_loss: 9.227 loss_class: 0.2495 loss_bbox: 0.1142 loss_giou: 0.3742 loss_class_0: 0.2848 loss_bbox_0: 0.1244 loss_giou_0: 0.3911 loss_class_1: 0.2669 loss_bbox_1: 0.1212 loss_giou_1: 0.3827 loss_class_2: 0.2558 loss_bbox_2: 0.1161 loss_giou_2: 0.3771 loss_class_3: 0.2535 loss_bbox_3: 0.1145 loss_giou_3: 0.3745 loss_class_4: 0.2503 loss_bbox_4: 0.1141 loss_giou_4: 0.3736 loss_class_enc: 0.2979 loss_bbox_enc: 0.137 loss_giou_enc: 0.4156 loss_class_dn: 0.0528 loss_bbox_dn: 0.1477 loss_giou_dn: 0.3659 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.23 loss_giou_dn_0: 0.5114 loss_class_dn_1: 0.07422 loss_bbox_dn_1: 0.1706 loss_giou_dn_1: 0.4095 loss_class_dn_2: 0.06222 loss_bbox_dn_2: 0.1533 loss_giou_dn_2: 0.3783 loss_class_dn_3: 0.05767 loss_bbox_dn_3: 0.1484 loss_giou_dn_3: 0.3681 loss_class_dn_4: 0.05405 loss_bbox_dn_4: 0.1476 loss_giou_dn_4: 0.3658 time: 1.1149 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 13:30:16 d2.utils.events]: eta: 2 days, 0:58:32 iter: 65499 total_loss: 9.175 loss_class: 0.2472 loss_bbox: 0.1106 loss_giou: 0.3755 loss_class_0: 0.2806 loss_bbox_0: 0.1207 loss_giou_0: 0.3973 loss_class_1: 0.2614 loss_bbox_1: 0.1158 loss_giou_1: 0.3919 loss_class_2: 0.2536 loss_bbox_2: 0.1121 loss_giou_2: 0.3835 loss_class_3: 0.2525 loss_bbox_3: 0.1115 loss_giou_3: 0.3777 loss_class_4: 0.2498 loss_bbox_4: 0.1115 loss_giou_4: 0.376 loss_class_enc: 0.2955 loss_bbox_enc: 0.133 loss_giou_enc: 0.4249 loss_class_dn: 0.0518 loss_bbox_dn: 0.1492 loss_giou_dn: 0.3717 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2319 loss_giou_dn_0: 0.5209 loss_class_dn_1: 0.07552 loss_bbox_dn_1: 0.1702 loss_giou_dn_1: 0.4151 loss_class_dn_2: 0.06154 loss_bbox_dn_2: 0.1529 loss_giou_dn_2: 0.3832 loss_class_dn_3: 0.05745 loss_bbox_dn_3: 0.1506 loss_giou_dn_3: 0.3748 loss_class_dn_4: 0.05286 loss_bbox_dn_4: 0.1493 loss_giou_dn_4: 0.3717 time: 1.1149 data_time: 0.0924 lr: 0.0001 max_mem: 43217M [05/20 13:31:13 d2.utils.events]: eta: 2 days, 0:57:15 iter: 65549 total_loss: 9.259 loss_class: 0.2569 loss_bbox: 0.1118 loss_giou: 0.3701 loss_class_0: 0.2912 loss_bbox_0: 0.1228 loss_giou_0: 0.3919 loss_class_1: 0.2728 loss_bbox_1: 0.1184 loss_giou_1: 0.3831 loss_class_2: 0.2622 loss_bbox_2: 0.1159 loss_giou_2: 0.3761 loss_class_3: 0.2618 loss_bbox_3: 0.1127 loss_giou_3: 0.3739 loss_class_4: 0.2569 loss_bbox_4: 0.1121 loss_giou_4: 0.3699 loss_class_enc: 0.3009 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4199 loss_class_dn: 0.05551 loss_bbox_dn: 0.1458 loss_giou_dn: 0.364 loss_class_dn_0: 0.107 loss_bbox_dn_0: 0.2297 loss_giou_dn_0: 0.5165 loss_class_dn_1: 0.07741 loss_bbox_dn_1: 0.1711 loss_giou_dn_1: 0.4108 loss_class_dn_2: 0.06446 loss_bbox_dn_2: 0.151 loss_giou_dn_2: 0.3774 loss_class_dn_3: 0.05962 loss_bbox_dn_3: 0.1466 loss_giou_dn_3: 0.3669 loss_class_dn_4: 0.05677 loss_bbox_dn_4: 0.1459 loss_giou_dn_4: 0.3639 time: 1.1149 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 13:32:08 d2.utils.events]: eta: 2 days, 0:55:47 iter: 65599 total_loss: 9.085 loss_class: 0.2467 loss_bbox: 0.1126 loss_giou: 0.3777 loss_class_0: 0.2784 loss_bbox_0: 0.1233 loss_giou_0: 0.3938 loss_class_1: 0.261 loss_bbox_1: 0.1182 loss_giou_1: 0.3878 loss_class_2: 0.2533 loss_bbox_2: 0.1147 loss_giou_2: 0.379 loss_class_3: 0.252 loss_bbox_3: 0.1127 loss_giou_3: 0.3783 loss_class_4: 0.2463 loss_bbox_4: 0.1123 loss_giou_4: 0.3784 loss_class_enc: 0.2919 loss_bbox_enc: 0.1341 loss_giou_enc: 0.4207 loss_class_dn: 0.05421 loss_bbox_dn: 0.1474 loss_giou_dn: 0.3639 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2291 loss_giou_dn_0: 0.5093 loss_class_dn_1: 0.07415 loss_bbox_dn_1: 0.17 loss_giou_dn_1: 0.4043 loss_class_dn_2: 0.06318 loss_bbox_dn_2: 0.1523 loss_giou_dn_2: 0.3749 loss_class_dn_3: 0.05867 loss_bbox_dn_3: 0.1485 loss_giou_dn_3: 0.3666 loss_class_dn_4: 0.05541 loss_bbox_dn_4: 0.1475 loss_giou_dn_4: 0.3638 time: 1.1149 data_time: 0.1048 lr: 0.0001 max_mem: 43217M [05/20 13:33:04 d2.utils.events]: eta: 2 days, 0:55:23 iter: 65649 total_loss: 9.124 loss_class: 0.2487 loss_bbox: 0.1106 loss_giou: 0.3629 loss_class_0: 0.2778 loss_bbox_0: 0.1211 loss_giou_0: 0.3885 loss_class_1: 0.2655 loss_bbox_1: 0.1147 loss_giou_1: 0.3744 loss_class_2: 0.2551 loss_bbox_2: 0.1128 loss_giou_2: 0.3708 loss_class_3: 0.2537 loss_bbox_3: 0.1105 loss_giou_3: 0.3665 loss_class_4: 0.2502 loss_bbox_4: 0.1105 loss_giou_4: 0.3633 loss_class_enc: 0.2921 loss_bbox_enc: 0.1327 loss_giou_enc: 0.4125 loss_class_dn: 0.05296 loss_bbox_dn: 0.1456 loss_giou_dn: 0.361 loss_class_dn_0: 0.1067 loss_bbox_dn_0: 0.2296 loss_giou_dn_0: 0.5143 loss_class_dn_1: 0.077 loss_bbox_dn_1: 0.1665 loss_giou_dn_1: 0.4057 loss_class_dn_2: 0.06133 loss_bbox_dn_2: 0.1492 loss_giou_dn_2: 0.3731 loss_class_dn_3: 0.05795 loss_bbox_dn_3: 0.1464 loss_giou_dn_3: 0.3633 loss_class_dn_4: 0.05474 loss_bbox_dn_4: 0.1457 loss_giou_dn_4: 0.3611 time: 1.1149 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 13:34:00 d2.utils.events]: eta: 2 days, 0:54:51 iter: 65699 total_loss: 9.137 loss_class: 0.2452 loss_bbox: 0.1107 loss_giou: 0.3607 loss_class_0: 0.2789 loss_bbox_0: 0.1236 loss_giou_0: 0.3793 loss_class_1: 0.2642 loss_bbox_1: 0.1165 loss_giou_1: 0.3683 loss_class_2: 0.2534 loss_bbox_2: 0.1142 loss_giou_2: 0.3638 loss_class_3: 0.2495 loss_bbox_3: 0.112 loss_giou_3: 0.3619 loss_class_4: 0.2461 loss_bbox_4: 0.1108 loss_giou_4: 0.3603 loss_class_enc: 0.2913 loss_bbox_enc: 0.138 loss_giou_enc: 0.4083 loss_class_dn: 0.05661 loss_bbox_dn: 0.1595 loss_giou_dn: 0.3617 loss_class_dn_0: 0.1066 loss_bbox_dn_0: 0.2407 loss_giou_dn_0: 0.5112 loss_class_dn_1: 0.07647 loss_bbox_dn_1: 0.1855 loss_giou_dn_1: 0.4039 loss_class_dn_2: 0.06525 loss_bbox_dn_2: 0.1658 loss_giou_dn_2: 0.3717 loss_class_dn_3: 0.06102 loss_bbox_dn_3: 0.161 loss_giou_dn_3: 0.3633 loss_class_dn_4: 0.05743 loss_bbox_dn_4: 0.1597 loss_giou_dn_4: 0.3616 time: 1.1149 data_time: 0.1049 lr: 0.0001 max_mem: 43217M [05/20 13:34:57 d2.utils.events]: eta: 2 days, 0:53:55 iter: 65749 total_loss: 9.177 loss_class: 0.2491 loss_bbox: 0.1065 loss_giou: 0.3708 loss_class_0: 0.2782 loss_bbox_0: 0.1175 loss_giou_0: 0.3981 loss_class_1: 0.2647 loss_bbox_1: 0.1106 loss_giou_1: 0.3858 loss_class_2: 0.2562 loss_bbox_2: 0.1084 loss_giou_2: 0.3771 loss_class_3: 0.2535 loss_bbox_3: 0.1064 loss_giou_3: 0.3742 loss_class_4: 0.2505 loss_bbox_4: 0.106 loss_giou_4: 0.3721 loss_class_enc: 0.292 loss_bbox_enc: 0.1297 loss_giou_enc: 0.4232 loss_class_dn: 0.05333 loss_bbox_dn: 0.1442 loss_giou_dn: 0.3668 loss_class_dn_0: 0.1073 loss_bbox_dn_0: 0.2226 loss_giou_dn_0: 0.5122 loss_class_dn_1: 0.07523 loss_bbox_dn_1: 0.1673 loss_giou_dn_1: 0.41 loss_class_dn_2: 0.06291 loss_bbox_dn_2: 0.1489 loss_giou_dn_2: 0.3785 loss_class_dn_3: 0.05875 loss_bbox_dn_3: 0.1455 loss_giou_dn_3: 0.3689 loss_class_dn_4: 0.05439 loss_bbox_dn_4: 0.1443 loss_giou_dn_4: 0.3668 time: 1.1149 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/20 13:35:53 d2.utils.events]: eta: 2 days, 0:52:43 iter: 65799 total_loss: 9.132 loss_class: 0.2519 loss_bbox: 0.1096 loss_giou: 0.3768 loss_class_0: 0.283 loss_bbox_0: 0.1206 loss_giou_0: 0.3964 loss_class_1: 0.2653 loss_bbox_1: 0.1135 loss_giou_1: 0.3826 loss_class_2: 0.2566 loss_bbox_2: 0.1104 loss_giou_2: 0.3786 loss_class_3: 0.2547 loss_bbox_3: 0.1095 loss_giou_3: 0.3766 loss_class_4: 0.2518 loss_bbox_4: 0.1092 loss_giou_4: 0.377 loss_class_enc: 0.2937 loss_bbox_enc: 0.1305 loss_giou_enc: 0.4256 loss_class_dn: 0.05255 loss_bbox_dn: 0.141 loss_giou_dn: 0.3685 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2221 loss_giou_dn_0: 0.5174 loss_class_dn_1: 0.07225 loss_bbox_dn_1: 0.1634 loss_giou_dn_1: 0.4119 loss_class_dn_2: 0.05986 loss_bbox_dn_2: 0.1467 loss_giou_dn_2: 0.3807 loss_class_dn_3: 0.05761 loss_bbox_dn_3: 0.1419 loss_giou_dn_3: 0.3706 loss_class_dn_4: 0.05337 loss_bbox_dn_4: 0.1412 loss_giou_dn_4: 0.3685 time: 1.1149 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 13:36:50 d2.utils.events]: eta: 2 days, 0:52:20 iter: 65849 total_loss: 9.379 loss_class: 0.2466 loss_bbox: 0.1114 loss_giou: 0.3891 loss_class_0: 0.2832 loss_bbox_0: 0.1237 loss_giou_0: 0.4108 loss_class_1: 0.2661 loss_bbox_1: 0.1163 loss_giou_1: 0.3986 loss_class_2: 0.2557 loss_bbox_2: 0.1141 loss_giou_2: 0.3941 loss_class_3: 0.2518 loss_bbox_3: 0.1124 loss_giou_3: 0.39 loss_class_4: 0.2501 loss_bbox_4: 0.1113 loss_giou_4: 0.389 loss_class_enc: 0.2973 loss_bbox_enc: 0.1328 loss_giou_enc: 0.4369 loss_class_dn: 0.05354 loss_bbox_dn: 0.1482 loss_giou_dn: 0.3741 loss_class_dn_0: 0.1034 loss_bbox_dn_0: 0.2301 loss_giou_dn_0: 0.52 loss_class_dn_1: 0.0759 loss_bbox_dn_1: 0.1693 loss_giou_dn_1: 0.4159 loss_class_dn_2: 0.06383 loss_bbox_dn_2: 0.1526 loss_giou_dn_2: 0.3864 loss_class_dn_3: 0.05886 loss_bbox_dn_3: 0.149 loss_giou_dn_3: 0.377 loss_class_dn_4: 0.05523 loss_bbox_dn_4: 0.1483 loss_giou_dn_4: 0.3739 time: 1.1149 data_time: 0.1139 lr: 0.0001 max_mem: 43217M [05/20 13:37:46 d2.utils.events]: eta: 2 days, 0:52:46 iter: 65899 total_loss: 9.291 loss_class: 0.251 loss_bbox: 0.1115 loss_giou: 0.3752 loss_class_0: 0.2819 loss_bbox_0: 0.1226 loss_giou_0: 0.4042 loss_class_1: 0.2645 loss_bbox_1: 0.1151 loss_giou_1: 0.3929 loss_class_2: 0.2569 loss_bbox_2: 0.113 loss_giou_2: 0.3834 loss_class_3: 0.2555 loss_bbox_3: 0.1126 loss_giou_3: 0.3765 loss_class_4: 0.2525 loss_bbox_4: 0.1121 loss_giou_4: 0.3755 loss_class_enc: 0.2933 loss_bbox_enc: 0.1382 loss_giou_enc: 0.4375 loss_class_dn: 0.05586 loss_bbox_dn: 0.1502 loss_giou_dn: 0.3726 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2332 loss_giou_dn_0: 0.5162 loss_class_dn_1: 0.07616 loss_bbox_dn_1: 0.1753 loss_giou_dn_1: 0.4141 loss_class_dn_2: 0.06423 loss_bbox_dn_2: 0.1558 loss_giou_dn_2: 0.3839 loss_class_dn_3: 0.06004 loss_bbox_dn_3: 0.1518 loss_giou_dn_3: 0.3749 loss_class_dn_4: 0.05744 loss_bbox_dn_4: 0.1502 loss_giou_dn_4: 0.3726 time: 1.1149 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 13:38:42 d2.utils.events]: eta: 2 days, 0:52:09 iter: 65949 total_loss: 9.24 loss_class: 0.2517 loss_bbox: 0.1107 loss_giou: 0.3731 loss_class_0: 0.283 loss_bbox_0: 0.1234 loss_giou_0: 0.3952 loss_class_1: 0.2683 loss_bbox_1: 0.1172 loss_giou_1: 0.3831 loss_class_2: 0.2571 loss_bbox_2: 0.1143 loss_giou_2: 0.3793 loss_class_3: 0.2546 loss_bbox_3: 0.1112 loss_giou_3: 0.3758 loss_class_4: 0.2518 loss_bbox_4: 0.1103 loss_giou_4: 0.3732 loss_class_enc: 0.295 loss_bbox_enc: 0.1329 loss_giou_enc: 0.422 loss_class_dn: 0.05149 loss_bbox_dn: 0.1478 loss_giou_dn: 0.3703 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.228 loss_giou_dn_0: 0.5178 loss_class_dn_1: 0.07418 loss_bbox_dn_1: 0.1684 loss_giou_dn_1: 0.4146 loss_class_dn_2: 0.06087 loss_bbox_dn_2: 0.1513 loss_giou_dn_2: 0.3832 loss_class_dn_3: 0.05667 loss_bbox_dn_3: 0.1487 loss_giou_dn_3: 0.3731 loss_class_dn_4: 0.05209 loss_bbox_dn_4: 0.1477 loss_giou_dn_4: 0.3702 time: 1.1149 data_time: 0.1023 lr: 0.0001 max_mem: 43217M [05/20 13:39:38 d2.utils.events]: eta: 2 days, 0:54:49 iter: 65999 total_loss: 8.989 loss_class: 0.2391 loss_bbox: 0.1108 loss_giou: 0.3656 loss_class_0: 0.278 loss_bbox_0: 0.1203 loss_giou_0: 0.3843 loss_class_1: 0.2548 loss_bbox_1: 0.1157 loss_giou_1: 0.3756 loss_class_2: 0.2465 loss_bbox_2: 0.1123 loss_giou_2: 0.37 loss_class_3: 0.2431 loss_bbox_3: 0.1108 loss_giou_3: 0.3676 loss_class_4: 0.2398 loss_bbox_4: 0.1109 loss_giou_4: 0.3661 loss_class_enc: 0.2894 loss_bbox_enc: 0.1322 loss_giou_enc: 0.4129 loss_class_dn: 0.05111 loss_bbox_dn: 0.1452 loss_giou_dn: 0.3603 loss_class_dn_0: 0.1055 loss_bbox_dn_0: 0.2285 loss_giou_dn_0: 0.507 loss_class_dn_1: 0.07478 loss_bbox_dn_1: 0.1639 loss_giou_dn_1: 0.402 loss_class_dn_2: 0.06128 loss_bbox_dn_2: 0.1492 loss_giou_dn_2: 0.3708 loss_class_dn_3: 0.056 loss_bbox_dn_3: 0.1458 loss_giou_dn_3: 0.3618 loss_class_dn_4: 0.0527 loss_bbox_dn_4: 0.1452 loss_giou_dn_4: 0.3601 time: 1.1149 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 13:40:34 d2.utils.events]: eta: 2 days, 0:52:12 iter: 66049 total_loss: 9.185 loss_class: 0.2484 loss_bbox: 0.1072 loss_giou: 0.3742 loss_class_0: 0.2801 loss_bbox_0: 0.1203 loss_giou_0: 0.3923 loss_class_1: 0.2658 loss_bbox_1: 0.1138 loss_giou_1: 0.3849 loss_class_2: 0.2576 loss_bbox_2: 0.1113 loss_giou_2: 0.3786 loss_class_3: 0.2553 loss_bbox_3: 0.1086 loss_giou_3: 0.3765 loss_class_4: 0.2504 loss_bbox_4: 0.1076 loss_giou_4: 0.375 loss_class_enc: 0.2931 loss_bbox_enc: 0.1325 loss_giou_enc: 0.4183 loss_class_dn: 0.05248 loss_bbox_dn: 0.1439 loss_giou_dn: 0.3635 loss_class_dn_0: 0.1027 loss_bbox_dn_0: 0.225 loss_giou_dn_0: 0.5133 loss_class_dn_1: 0.0727 loss_bbox_dn_1: 0.1682 loss_giou_dn_1: 0.4072 loss_class_dn_2: 0.06168 loss_bbox_dn_2: 0.1495 loss_giou_dn_2: 0.3769 loss_class_dn_3: 0.05792 loss_bbox_dn_3: 0.1452 loss_giou_dn_3: 0.366 loss_class_dn_4: 0.05373 loss_bbox_dn_4: 0.1439 loss_giou_dn_4: 0.3634 time: 1.1149 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 13:41:30 d2.utils.events]: eta: 2 days, 0:49:38 iter: 66099 total_loss: 9.215 loss_class: 0.2477 loss_bbox: 0.1141 loss_giou: 0.3726 loss_class_0: 0.2837 loss_bbox_0: 0.1243 loss_giou_0: 0.3963 loss_class_1: 0.2631 loss_bbox_1: 0.119 loss_giou_1: 0.3872 loss_class_2: 0.2526 loss_bbox_2: 0.1176 loss_giou_2: 0.3789 loss_class_3: 0.2513 loss_bbox_3: 0.1155 loss_giou_3: 0.3763 loss_class_4: 0.2472 loss_bbox_4: 0.1142 loss_giou_4: 0.3747 loss_class_enc: 0.2938 loss_bbox_enc: 0.1362 loss_giou_enc: 0.4224 loss_class_dn: 0.05453 loss_bbox_dn: 0.1524 loss_giou_dn: 0.363 loss_class_dn_0: 0.1052 loss_bbox_dn_0: 0.2333 loss_giou_dn_0: 0.5127 loss_class_dn_1: 0.07606 loss_bbox_dn_1: 0.1758 loss_giou_dn_1: 0.4059 loss_class_dn_2: 0.06347 loss_bbox_dn_2: 0.1575 loss_giou_dn_2: 0.3746 loss_class_dn_3: 0.05948 loss_bbox_dn_3: 0.1533 loss_giou_dn_3: 0.3655 loss_class_dn_4: 0.05613 loss_bbox_dn_4: 0.1525 loss_giou_dn_4: 0.363 time: 1.1149 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/20 13:42:27 d2.utils.events]: eta: 2 days, 0:48:05 iter: 66149 total_loss: 9.279 loss_class: 0.2487 loss_bbox: 0.1075 loss_giou: 0.3767 loss_class_0: 0.2834 loss_bbox_0: 0.1172 loss_giou_0: 0.3927 loss_class_1: 0.2653 loss_bbox_1: 0.1136 loss_giou_1: 0.3837 loss_class_2: 0.2562 loss_bbox_2: 0.111 loss_giou_2: 0.3816 loss_class_3: 0.2541 loss_bbox_3: 0.1087 loss_giou_3: 0.3773 loss_class_4: 0.2491 loss_bbox_4: 0.1077 loss_giou_4: 0.3771 loss_class_enc: 0.2933 loss_bbox_enc: 0.1302 loss_giou_enc: 0.4237 loss_class_dn: 0.05399 loss_bbox_dn: 0.1443 loss_giou_dn: 0.3728 loss_class_dn_0: 0.1058 loss_bbox_dn_0: 0.226 loss_giou_dn_0: 0.5231 loss_class_dn_1: 0.07477 loss_bbox_dn_1: 0.167 loss_giou_dn_1: 0.4177 loss_class_dn_2: 0.06237 loss_bbox_dn_2: 0.1498 loss_giou_dn_2: 0.386 loss_class_dn_3: 0.05819 loss_bbox_dn_3: 0.1454 loss_giou_dn_3: 0.3752 loss_class_dn_4: 0.05484 loss_bbox_dn_4: 0.1444 loss_giou_dn_4: 0.3727 time: 1.1149 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 13:43:25 d2.utils.events]: eta: 2 days, 0:49:30 iter: 66199 total_loss: 9.105 loss_class: 0.2441 loss_bbox: 0.1099 loss_giou: 0.3671 loss_class_0: 0.2756 loss_bbox_0: 0.1222 loss_giou_0: 0.3907 loss_class_1: 0.258 loss_bbox_1: 0.1164 loss_giou_1: 0.3813 loss_class_2: 0.2484 loss_bbox_2: 0.1133 loss_giou_2: 0.3726 loss_class_3: 0.2482 loss_bbox_3: 0.1105 loss_giou_3: 0.3693 loss_class_4: 0.2446 loss_bbox_4: 0.1098 loss_giou_4: 0.3679 loss_class_enc: 0.2888 loss_bbox_enc: 0.1339 loss_giou_enc: 0.4148 loss_class_dn: 0.05281 loss_bbox_dn: 0.1521 loss_giou_dn: 0.3654 loss_class_dn_0: 0.1073 loss_bbox_dn_0: 0.237 loss_giou_dn_0: 0.5121 loss_class_dn_1: 0.07627 loss_bbox_dn_1: 0.1757 loss_giou_dn_1: 0.4081 loss_class_dn_2: 0.06248 loss_bbox_dn_2: 0.158 loss_giou_dn_2: 0.3769 loss_class_dn_3: 0.05864 loss_bbox_dn_3: 0.1541 loss_giou_dn_3: 0.3678 loss_class_dn_4: 0.05496 loss_bbox_dn_4: 0.1523 loss_giou_dn_4: 0.3652 time: 1.1150 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 13:44:21 d2.utils.events]: eta: 2 days, 0:48:31 iter: 66249 total_loss: 9.063 loss_class: 0.2466 loss_bbox: 0.1087 loss_giou: 0.3704 loss_class_0: 0.2796 loss_bbox_0: 0.1204 loss_giou_0: 0.3927 loss_class_1: 0.2626 loss_bbox_1: 0.1156 loss_giou_1: 0.3834 loss_class_2: 0.2543 loss_bbox_2: 0.1116 loss_giou_2: 0.3779 loss_class_3: 0.2502 loss_bbox_3: 0.1102 loss_giou_3: 0.3739 loss_class_4: 0.2473 loss_bbox_4: 0.1085 loss_giou_4: 0.3713 loss_class_enc: 0.2923 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4257 loss_class_dn: 0.04966 loss_bbox_dn: 0.149 loss_giou_dn: 0.3641 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2337 loss_giou_dn_0: 0.5223 loss_class_dn_1: 0.07181 loss_bbox_dn_1: 0.1698 loss_giou_dn_1: 0.4069 loss_class_dn_2: 0.05803 loss_bbox_dn_2: 0.1544 loss_giou_dn_2: 0.3766 loss_class_dn_3: 0.0534 loss_bbox_dn_3: 0.1492 loss_giou_dn_3: 0.3667 loss_class_dn_4: 0.05125 loss_bbox_dn_4: 0.149 loss_giou_dn_4: 0.3641 time: 1.1150 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 13:45:18 d2.utils.events]: eta: 2 days, 0:47:34 iter: 66299 total_loss: 9.262 loss_class: 0.2447 loss_bbox: 0.1102 loss_giou: 0.3794 loss_class_0: 0.2767 loss_bbox_0: 0.1204 loss_giou_0: 0.3997 loss_class_1: 0.2625 loss_bbox_1: 0.1163 loss_giou_1: 0.3854 loss_class_2: 0.2544 loss_bbox_2: 0.1128 loss_giou_2: 0.3852 loss_class_3: 0.2497 loss_bbox_3: 0.111 loss_giou_3: 0.3816 loss_class_4: 0.2455 loss_bbox_4: 0.1104 loss_giou_4: 0.3795 loss_class_enc: 0.2883 loss_bbox_enc: 0.1345 loss_giou_enc: 0.4218 loss_class_dn: 0.05061 loss_bbox_dn: 0.1479 loss_giou_dn: 0.3676 loss_class_dn_0: 0.1011 loss_bbox_dn_0: 0.2342 loss_giou_dn_0: 0.519 loss_class_dn_1: 0.07199 loss_bbox_dn_1: 0.1708 loss_giou_dn_1: 0.4104 loss_class_dn_2: 0.05958 loss_bbox_dn_2: 0.153 loss_giou_dn_2: 0.3797 loss_class_dn_3: 0.05579 loss_bbox_dn_3: 0.1493 loss_giou_dn_3: 0.3703 loss_class_dn_4: 0.05166 loss_bbox_dn_4: 0.1479 loss_giou_dn_4: 0.3676 time: 1.1150 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 13:46:14 d2.utils.events]: eta: 2 days, 0:46:44 iter: 66349 total_loss: 8.961 loss_class: 0.241 loss_bbox: 0.106 loss_giou: 0.3613 loss_class_0: 0.2731 loss_bbox_0: 0.1179 loss_giou_0: 0.3869 loss_class_1: 0.256 loss_bbox_1: 0.1111 loss_giou_1: 0.377 loss_class_2: 0.2479 loss_bbox_2: 0.1092 loss_giou_2: 0.3667 loss_class_3: 0.2457 loss_bbox_3: 0.1073 loss_giou_3: 0.3635 loss_class_4: 0.2432 loss_bbox_4: 0.1058 loss_giou_4: 0.3605 loss_class_enc: 0.2836 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4176 loss_class_dn: 0.05045 loss_bbox_dn: 0.1401 loss_giou_dn: 0.3572 loss_class_dn_0: 0.09981 loss_bbox_dn_0: 0.2261 loss_giou_dn_0: 0.5165 loss_class_dn_1: 0.07059 loss_bbox_dn_1: 0.1676 loss_giou_dn_1: 0.4017 loss_class_dn_2: 0.05789 loss_bbox_dn_2: 0.1469 loss_giou_dn_2: 0.3693 loss_class_dn_3: 0.05457 loss_bbox_dn_3: 0.141 loss_giou_dn_3: 0.3593 loss_class_dn_4: 0.05166 loss_bbox_dn_4: 0.14 loss_giou_dn_4: 0.3572 time: 1.1150 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 13:47:10 d2.utils.events]: eta: 2 days, 0:47:26 iter: 66399 total_loss: 9.081 loss_class: 0.2435 loss_bbox: 0.1078 loss_giou: 0.3683 loss_class_0: 0.2741 loss_bbox_0: 0.1198 loss_giou_0: 0.3935 loss_class_1: 0.2601 loss_bbox_1: 0.1146 loss_giou_1: 0.3814 loss_class_2: 0.2515 loss_bbox_2: 0.1086 loss_giou_2: 0.3746 loss_class_3: 0.2477 loss_bbox_3: 0.1085 loss_giou_3: 0.3714 loss_class_4: 0.2443 loss_bbox_4: 0.108 loss_giou_4: 0.3684 loss_class_enc: 0.2868 loss_bbox_enc: 0.1321 loss_giou_enc: 0.4189 loss_class_dn: 0.05162 loss_bbox_dn: 0.147 loss_giou_dn: 0.3674 loss_class_dn_0: 0.1029 loss_bbox_dn_0: 0.2276 loss_giou_dn_0: 0.5142 loss_class_dn_1: 0.07298 loss_bbox_dn_1: 0.1689 loss_giou_dn_1: 0.4085 loss_class_dn_2: 0.06022 loss_bbox_dn_2: 0.1521 loss_giou_dn_2: 0.3779 loss_class_dn_3: 0.05507 loss_bbox_dn_3: 0.1479 loss_giou_dn_3: 0.3691 loss_class_dn_4: 0.05225 loss_bbox_dn_4: 0.1471 loss_giou_dn_4: 0.3671 time: 1.1150 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 13:48:07 d2.utils.events]: eta: 2 days, 0:51:58 iter: 66449 total_loss: 9.221 loss_class: 0.2425 loss_bbox: 0.1085 loss_giou: 0.377 loss_class_0: 0.2754 loss_bbox_0: 0.1217 loss_giou_0: 0.4002 loss_class_1: 0.2594 loss_bbox_1: 0.1143 loss_giou_1: 0.3885 loss_class_2: 0.2508 loss_bbox_2: 0.1105 loss_giou_2: 0.3819 loss_class_3: 0.2469 loss_bbox_3: 0.1095 loss_giou_3: 0.3791 loss_class_4: 0.2426 loss_bbox_4: 0.1081 loss_giou_4: 0.3774 loss_class_enc: 0.2883 loss_bbox_enc: 0.1329 loss_giou_enc: 0.4272 loss_class_dn: 0.05474 loss_bbox_dn: 0.145 loss_giou_dn: 0.368 loss_class_dn_0: 0.1045 loss_bbox_dn_0: 0.2249 loss_giou_dn_0: 0.5163 loss_class_dn_1: 0.07518 loss_bbox_dn_1: 0.1676 loss_giou_dn_1: 0.4112 loss_class_dn_2: 0.06299 loss_bbox_dn_2: 0.1507 loss_giou_dn_2: 0.3813 loss_class_dn_3: 0.0589 loss_bbox_dn_3: 0.1464 loss_giou_dn_3: 0.3699 loss_class_dn_4: 0.05533 loss_bbox_dn_4: 0.1449 loss_giou_dn_4: 0.3679 time: 1.1150 data_time: 0.1040 lr: 0.0001 max_mem: 43217M [05/20 13:49:03 d2.utils.events]: eta: 2 days, 0:48:42 iter: 66499 total_loss: 9.19 loss_class: 0.2506 loss_bbox: 0.1091 loss_giou: 0.3724 loss_class_0: 0.2863 loss_bbox_0: 0.1211 loss_giou_0: 0.3922 loss_class_1: 0.2697 loss_bbox_1: 0.1153 loss_giou_1: 0.3808 loss_class_2: 0.2576 loss_bbox_2: 0.1125 loss_giou_2: 0.376 loss_class_3: 0.254 loss_bbox_3: 0.1117 loss_giou_3: 0.3735 loss_class_4: 0.2513 loss_bbox_4: 0.1095 loss_giou_4: 0.3723 loss_class_enc: 0.301 loss_bbox_enc: 0.1351 loss_giou_enc: 0.4281 loss_class_dn: 0.05243 loss_bbox_dn: 0.1446 loss_giou_dn: 0.3675 loss_class_dn_0: 0.1068 loss_bbox_dn_0: 0.2272 loss_giou_dn_0: 0.5204 loss_class_dn_1: 0.07732 loss_bbox_dn_1: 0.1672 loss_giou_dn_1: 0.4115 loss_class_dn_2: 0.06355 loss_bbox_dn_2: 0.1504 loss_giou_dn_2: 0.3799 loss_class_dn_3: 0.05803 loss_bbox_dn_3: 0.1453 loss_giou_dn_3: 0.3697 loss_class_dn_4: 0.05366 loss_bbox_dn_4: 0.1447 loss_giou_dn_4: 0.3675 time: 1.1150 data_time: 0.1027 lr: 0.0001 max_mem: 43217M [05/20 13:49:59 d2.utils.events]: eta: 2 days, 0:47:08 iter: 66549 total_loss: 9.161 loss_class: 0.244 loss_bbox: 0.1108 loss_giou: 0.3692 loss_class_0: 0.2779 loss_bbox_0: 0.1197 loss_giou_0: 0.3887 loss_class_1: 0.2618 loss_bbox_1: 0.1147 loss_giou_1: 0.3825 loss_class_2: 0.2507 loss_bbox_2: 0.1143 loss_giou_2: 0.3747 loss_class_3: 0.2477 loss_bbox_3: 0.1114 loss_giou_3: 0.3697 loss_class_4: 0.2458 loss_bbox_4: 0.1105 loss_giou_4: 0.3691 loss_class_enc: 0.2904 loss_bbox_enc: 0.1343 loss_giou_enc: 0.4162 loss_class_dn: 0.05431 loss_bbox_dn: 0.1517 loss_giou_dn: 0.3645 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2392 loss_giou_dn_0: 0.5163 loss_class_dn_1: 0.07572 loss_bbox_dn_1: 0.1751 loss_giou_dn_1: 0.4079 loss_class_dn_2: 0.0635 loss_bbox_dn_2: 0.1575 loss_giou_dn_2: 0.3772 loss_class_dn_3: 0.0603 loss_bbox_dn_3: 0.1525 loss_giou_dn_3: 0.3663 loss_class_dn_4: 0.05543 loss_bbox_dn_4: 0.1516 loss_giou_dn_4: 0.3642 time: 1.1150 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 13:50:55 d2.utils.events]: eta: 2 days, 0:48:14 iter: 66599 total_loss: 9.012 loss_class: 0.2446 loss_bbox: 0.1097 loss_giou: 0.3811 loss_class_0: 0.275 loss_bbox_0: 0.1214 loss_giou_0: 0.3991 loss_class_1: 0.2569 loss_bbox_1: 0.1155 loss_giou_1: 0.3892 loss_class_2: 0.2502 loss_bbox_2: 0.112 loss_giou_2: 0.3828 loss_class_3: 0.2484 loss_bbox_3: 0.111 loss_giou_3: 0.3795 loss_class_4: 0.2451 loss_bbox_4: 0.1099 loss_giou_4: 0.3805 loss_class_enc: 0.2874 loss_bbox_enc: 0.132 loss_giou_enc: 0.424 loss_class_dn: 0.04903 loss_bbox_dn: 0.1411 loss_giou_dn: 0.3597 loss_class_dn_0: 0.1007 loss_bbox_dn_0: 0.2227 loss_giou_dn_0: 0.5066 loss_class_dn_1: 0.07045 loss_bbox_dn_1: 0.1639 loss_giou_dn_1: 0.3995 loss_class_dn_2: 0.05796 loss_bbox_dn_2: 0.1473 loss_giou_dn_2: 0.3706 loss_class_dn_3: 0.05333 loss_bbox_dn_3: 0.1424 loss_giou_dn_3: 0.3617 loss_class_dn_4: 0.05007 loss_bbox_dn_4: 0.141 loss_giou_dn_4: 0.3596 time: 1.1150 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 13:51:52 d2.utils.events]: eta: 2 days, 0:45:41 iter: 66649 total_loss: 9.063 loss_class: 0.2435 loss_bbox: 0.109 loss_giou: 0.3768 loss_class_0: 0.2756 loss_bbox_0: 0.1206 loss_giou_0: 0.3999 loss_class_1: 0.2547 loss_bbox_1: 0.1145 loss_giou_1: 0.3897 loss_class_2: 0.2501 loss_bbox_2: 0.111 loss_giou_2: 0.3797 loss_class_3: 0.2467 loss_bbox_3: 0.1096 loss_giou_3: 0.3789 loss_class_4: 0.2453 loss_bbox_4: 0.1095 loss_giou_4: 0.3775 loss_class_enc: 0.2898 loss_bbox_enc: 0.1308 loss_giou_enc: 0.4219 loss_class_dn: 0.04882 loss_bbox_dn: 0.138 loss_giou_dn: 0.3644 loss_class_dn_0: 0.1004 loss_bbox_dn_0: 0.224 loss_giou_dn_0: 0.5195 loss_class_dn_1: 0.07113 loss_bbox_dn_1: 0.1615 loss_giou_dn_1: 0.4087 loss_class_dn_2: 0.05793 loss_bbox_dn_2: 0.144 loss_giou_dn_2: 0.3761 loss_class_dn_3: 0.05416 loss_bbox_dn_3: 0.1393 loss_giou_dn_3: 0.3664 loss_class_dn_4: 0.05058 loss_bbox_dn_4: 0.1381 loss_giou_dn_4: 0.3646 time: 1.1150 data_time: 0.1039 lr: 0.0001 max_mem: 43217M [05/20 13:52:48 d2.utils.events]: eta: 2 days, 0:42:49 iter: 66699 total_loss: 9.196 loss_class: 0.2454 loss_bbox: 0.1124 loss_giou: 0.3819 loss_class_0: 0.2781 loss_bbox_0: 0.1223 loss_giou_0: 0.4008 loss_class_1: 0.2604 loss_bbox_1: 0.1165 loss_giou_1: 0.3922 loss_class_2: 0.2514 loss_bbox_2: 0.1154 loss_giou_2: 0.3868 loss_class_3: 0.249 loss_bbox_3: 0.1128 loss_giou_3: 0.3832 loss_class_4: 0.2461 loss_bbox_4: 0.1123 loss_giou_4: 0.3814 loss_class_enc: 0.2906 loss_bbox_enc: 0.1317 loss_giou_enc: 0.4249 loss_class_dn: 0.05338 loss_bbox_dn: 0.1454 loss_giou_dn: 0.3672 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2229 loss_giou_dn_0: 0.5117 loss_class_dn_1: 0.07615 loss_bbox_dn_1: 0.1679 loss_giou_dn_1: 0.4112 loss_class_dn_2: 0.06235 loss_bbox_dn_2: 0.1507 loss_giou_dn_2: 0.3792 loss_class_dn_3: 0.05805 loss_bbox_dn_3: 0.1465 loss_giou_dn_3: 0.3693 loss_class_dn_4: 0.05456 loss_bbox_dn_4: 0.1455 loss_giou_dn_4: 0.3671 time: 1.1150 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/20 13:53:44 d2.utils.events]: eta: 2 days, 0:40:36 iter: 66749 total_loss: 9.231 loss_class: 0.2492 loss_bbox: 0.1107 loss_giou: 0.3796 loss_class_0: 0.2799 loss_bbox_0: 0.1219 loss_giou_0: 0.4012 loss_class_1: 0.2597 loss_bbox_1: 0.1135 loss_giou_1: 0.3901 loss_class_2: 0.2513 loss_bbox_2: 0.1112 loss_giou_2: 0.3867 loss_class_3: 0.2527 loss_bbox_3: 0.1114 loss_giou_3: 0.3811 loss_class_4: 0.2499 loss_bbox_4: 0.1099 loss_giou_4: 0.3795 loss_class_enc: 0.2916 loss_bbox_enc: 0.1301 loss_giou_enc: 0.4281 loss_class_dn: 0.05131 loss_bbox_dn: 0.1481 loss_giou_dn: 0.3657 loss_class_dn_0: 0.1057 loss_bbox_dn_0: 0.2261 loss_giou_dn_0: 0.5191 loss_class_dn_1: 0.07384 loss_bbox_dn_1: 0.1689 loss_giou_dn_1: 0.4113 loss_class_dn_2: 0.06194 loss_bbox_dn_2: 0.1534 loss_giou_dn_2: 0.3786 loss_class_dn_3: 0.05614 loss_bbox_dn_3: 0.1492 loss_giou_dn_3: 0.3685 loss_class_dn_4: 0.05264 loss_bbox_dn_4: 0.1482 loss_giou_dn_4: 0.3656 time: 1.1150 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 13:54:40 d2.utils.events]: eta: 2 days, 0:38:44 iter: 66799 total_loss: 9.164 loss_class: 0.2453 loss_bbox: 0.1112 loss_giou: 0.3856 loss_class_0: 0.279 loss_bbox_0: 0.1214 loss_giou_0: 0.406 loss_class_1: 0.2602 loss_bbox_1: 0.1177 loss_giou_1: 0.3951 loss_class_2: 0.2519 loss_bbox_2: 0.1141 loss_giou_2: 0.3918 loss_class_3: 0.2499 loss_bbox_3: 0.1128 loss_giou_3: 0.3868 loss_class_4: 0.2466 loss_bbox_4: 0.112 loss_giou_4: 0.3859 loss_class_enc: 0.2898 loss_bbox_enc: 0.1309 loss_giou_enc: 0.4336 loss_class_dn: 0.05242 loss_bbox_dn: 0.1438 loss_giou_dn: 0.3681 loss_class_dn_0: 0.1049 loss_bbox_dn_0: 0.2278 loss_giou_dn_0: 0.5187 loss_class_dn_1: 0.07477 loss_bbox_dn_1: 0.1678 loss_giou_dn_1: 0.4131 loss_class_dn_2: 0.06199 loss_bbox_dn_2: 0.1506 loss_giou_dn_2: 0.3791 loss_class_dn_3: 0.05685 loss_bbox_dn_3: 0.145 loss_giou_dn_3: 0.3702 loss_class_dn_4: 0.05381 loss_bbox_dn_4: 0.1438 loss_giou_dn_4: 0.3682 time: 1.1150 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 13:55:36 d2.utils.events]: eta: 2 days, 0:36:37 iter: 66849 total_loss: 9.398 loss_class: 0.2516 loss_bbox: 0.1111 loss_giou: 0.3881 loss_class_0: 0.2832 loss_bbox_0: 0.1242 loss_giou_0: 0.4077 loss_class_1: 0.2688 loss_bbox_1: 0.1179 loss_giou_1: 0.4 loss_class_2: 0.2566 loss_bbox_2: 0.113 loss_giou_2: 0.393 loss_class_3: 0.2542 loss_bbox_3: 0.1111 loss_giou_3: 0.3884 loss_class_4: 0.2514 loss_bbox_4: 0.1118 loss_giou_4: 0.3881 loss_class_enc: 0.2958 loss_bbox_enc: 0.1362 loss_giou_enc: 0.4304 loss_class_dn: 0.05223 loss_bbox_dn: 0.1524 loss_giou_dn: 0.3678 loss_class_dn_0: 0.1031 loss_bbox_dn_0: 0.2333 loss_giou_dn_0: 0.5155 loss_class_dn_1: 0.07299 loss_bbox_dn_1: 0.1774 loss_giou_dn_1: 0.4097 loss_class_dn_2: 0.06127 loss_bbox_dn_2: 0.1587 loss_giou_dn_2: 0.3789 loss_class_dn_3: 0.05697 loss_bbox_dn_3: 0.1532 loss_giou_dn_3: 0.3697 loss_class_dn_4: 0.05301 loss_bbox_dn_4: 0.1525 loss_giou_dn_4: 0.3676 time: 1.1150 data_time: 0.0947 lr: 0.0001 max_mem: 43217M [05/20 13:56:33 d2.utils.events]: eta: 2 days, 0:35:00 iter: 66899 total_loss: 9.353 loss_class: 0.2447 loss_bbox: 0.1104 loss_giou: 0.3827 loss_class_0: 0.2757 loss_bbox_0: 0.1253 loss_giou_0: 0.4051 loss_class_1: 0.2605 loss_bbox_1: 0.1163 loss_giou_1: 0.397 loss_class_2: 0.2516 loss_bbox_2: 0.1134 loss_giou_2: 0.387 loss_class_3: 0.2498 loss_bbox_3: 0.1114 loss_giou_3: 0.3839 loss_class_4: 0.2475 loss_bbox_4: 0.11 loss_giou_4: 0.3836 loss_class_enc: 0.2894 loss_bbox_enc: 0.1357 loss_giou_enc: 0.4327 loss_class_dn: 0.05295 loss_bbox_dn: 0.1518 loss_giou_dn: 0.3746 loss_class_dn_0: 0.1054 loss_bbox_dn_0: 0.2327 loss_giou_dn_0: 0.5218 loss_class_dn_1: 0.07427 loss_bbox_dn_1: 0.1752 loss_giou_dn_1: 0.4177 loss_class_dn_2: 0.06201 loss_bbox_dn_2: 0.1573 loss_giou_dn_2: 0.3841 loss_class_dn_3: 0.05802 loss_bbox_dn_3: 0.1529 loss_giou_dn_3: 0.3769 loss_class_dn_4: 0.05449 loss_bbox_dn_4: 0.1518 loss_giou_dn_4: 0.3745 time: 1.1150 data_time: 0.0947 lr: 0.0001 max_mem: 43217M [05/20 13:57:30 d2.utils.events]: eta: 2 days, 0:34:21 iter: 66949 total_loss: 9.21 loss_class: 0.2503 loss_bbox: 0.1149 loss_giou: 0.3819 loss_class_0: 0.2826 loss_bbox_0: 0.1246 loss_giou_0: 0.4002 loss_class_1: 0.2661 loss_bbox_1: 0.1226 loss_giou_1: 0.3884 loss_class_2: 0.257 loss_bbox_2: 0.1181 loss_giou_2: 0.3851 loss_class_3: 0.2557 loss_bbox_3: 0.1167 loss_giou_3: 0.3826 loss_class_4: 0.2501 loss_bbox_4: 0.1155 loss_giou_4: 0.3811 loss_class_enc: 0.2968 loss_bbox_enc: 0.1384 loss_giou_enc: 0.426 loss_class_dn: 0.05379 loss_bbox_dn: 0.1454 loss_giou_dn: 0.3645 loss_class_dn_0: 0.1045 loss_bbox_dn_0: 0.2333 loss_giou_dn_0: 0.5144 loss_class_dn_1: 0.07547 loss_bbox_dn_1: 0.171 loss_giou_dn_1: 0.4116 loss_class_dn_2: 0.06247 loss_bbox_dn_2: 0.152 loss_giou_dn_2: 0.3768 loss_class_dn_3: 0.05814 loss_bbox_dn_3: 0.1466 loss_giou_dn_3: 0.3676 loss_class_dn_4: 0.05414 loss_bbox_dn_4: 0.1454 loss_giou_dn_4: 0.3642 time: 1.1150 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 13:58:26 d2.utils.events]: eta: 2 days, 0:33:10 iter: 66999 total_loss: 9.323 loss_class: 0.2506 loss_bbox: 0.1124 loss_giou: 0.3849 loss_class_0: 0.2834 loss_bbox_0: 0.1229 loss_giou_0: 0.4071 loss_class_1: 0.2647 loss_bbox_1: 0.1178 loss_giou_1: 0.397 loss_class_2: 0.2565 loss_bbox_2: 0.115 loss_giou_2: 0.3915 loss_class_3: 0.2548 loss_bbox_3: 0.113 loss_giou_3: 0.3889 loss_class_4: 0.2516 loss_bbox_4: 0.1127 loss_giou_4: 0.3849 loss_class_enc: 0.2958 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4324 loss_class_dn: 0.05187 loss_bbox_dn: 0.1468 loss_giou_dn: 0.3738 loss_class_dn_0: 0.1041 loss_bbox_dn_0: 0.2294 loss_giou_dn_0: 0.5272 loss_class_dn_1: 0.07422 loss_bbox_dn_1: 0.1725 loss_giou_dn_1: 0.4197 loss_class_dn_2: 0.06135 loss_bbox_dn_2: 0.1527 loss_giou_dn_2: 0.3864 loss_class_dn_3: 0.0568 loss_bbox_dn_3: 0.1482 loss_giou_dn_3: 0.3759 loss_class_dn_4: 0.05308 loss_bbox_dn_4: 0.1469 loss_giou_dn_4: 0.3737 time: 1.1150 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 13:59:23 d2.utils.events]: eta: 2 days, 0:34:20 iter: 67049 total_loss: 9.153 loss_class: 0.2532 loss_bbox: 0.1053 loss_giou: 0.3805 loss_class_0: 0.2825 loss_bbox_0: 0.1175 loss_giou_0: 0.4039 loss_class_1: 0.2646 loss_bbox_1: 0.1124 loss_giou_1: 0.3927 loss_class_2: 0.2581 loss_bbox_2: 0.1077 loss_giou_2: 0.3855 loss_class_3: 0.2558 loss_bbox_3: 0.1066 loss_giou_3: 0.3815 loss_class_4: 0.2539 loss_bbox_4: 0.1055 loss_giou_4: 0.3807 loss_class_enc: 0.2951 loss_bbox_enc: 0.1274 loss_giou_enc: 0.4255 loss_class_dn: 0.05521 loss_bbox_dn: 0.143 loss_giou_dn: 0.3656 loss_class_dn_0: 0.1074 loss_bbox_dn_0: 0.2223 loss_giou_dn_0: 0.5078 loss_class_dn_1: 0.07861 loss_bbox_dn_1: 0.166 loss_giou_dn_1: 0.4101 loss_class_dn_2: 0.06475 loss_bbox_dn_2: 0.1484 loss_giou_dn_2: 0.3782 loss_class_dn_3: 0.06023 loss_bbox_dn_3: 0.1441 loss_giou_dn_3: 0.3678 loss_class_dn_4: 0.05647 loss_bbox_dn_4: 0.143 loss_giou_dn_4: 0.3653 time: 1.1150 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 14:00:20 d2.utils.events]: eta: 2 days, 0:34:02 iter: 67099 total_loss: 9.257 loss_class: 0.2577 loss_bbox: 0.1099 loss_giou: 0.3648 loss_class_0: 0.2827 loss_bbox_0: 0.1234 loss_giou_0: 0.3894 loss_class_1: 0.268 loss_bbox_1: 0.1175 loss_giou_1: 0.3773 loss_class_2: 0.2599 loss_bbox_2: 0.1127 loss_giou_2: 0.3717 loss_class_3: 0.2577 loss_bbox_3: 0.1104 loss_giou_3: 0.3683 loss_class_4: 0.258 loss_bbox_4: 0.1102 loss_giou_4: 0.3653 loss_class_enc: 0.2976 loss_bbox_enc: 0.1375 loss_giou_enc: 0.415 loss_class_dn: 0.05679 loss_bbox_dn: 0.1517 loss_giou_dn: 0.3623 loss_class_dn_0: 0.1059 loss_bbox_dn_0: 0.23 loss_giou_dn_0: 0.5156 loss_class_dn_1: 0.07859 loss_bbox_dn_1: 0.1732 loss_giou_dn_1: 0.4044 loss_class_dn_2: 0.06662 loss_bbox_dn_2: 0.1562 loss_giou_dn_2: 0.373 loss_class_dn_3: 0.06193 loss_bbox_dn_3: 0.1527 loss_giou_dn_3: 0.3635 loss_class_dn_4: 0.05785 loss_bbox_dn_4: 0.1517 loss_giou_dn_4: 0.3623 time: 1.1150 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 14:01:16 d2.utils.events]: eta: 2 days, 0:32:30 iter: 67149 total_loss: 9.165 loss_class: 0.2485 loss_bbox: 0.1081 loss_giou: 0.3754 loss_class_0: 0.2811 loss_bbox_0: 0.1187 loss_giou_0: 0.4023 loss_class_1: 0.2638 loss_bbox_1: 0.1147 loss_giou_1: 0.393 loss_class_2: 0.2556 loss_bbox_2: 0.1112 loss_giou_2: 0.3814 loss_class_3: 0.2533 loss_bbox_3: 0.1089 loss_giou_3: 0.3762 loss_class_4: 0.2504 loss_bbox_4: 0.1084 loss_giou_4: 0.3757 loss_class_enc: 0.2929 loss_bbox_enc: 0.1315 loss_giou_enc: 0.4274 loss_class_dn: 0.05295 loss_bbox_dn: 0.1439 loss_giou_dn: 0.3636 loss_class_dn_0: 0.1025 loss_bbox_dn_0: 0.2239 loss_giou_dn_0: 0.5107 loss_class_dn_1: 0.07337 loss_bbox_dn_1: 0.169 loss_giou_dn_1: 0.4052 loss_class_dn_2: 0.0618 loss_bbox_dn_2: 0.1511 loss_giou_dn_2: 0.3763 loss_class_dn_3: 0.0583 loss_bbox_dn_3: 0.1454 loss_giou_dn_3: 0.3668 loss_class_dn_4: 0.05418 loss_bbox_dn_4: 0.144 loss_giou_dn_4: 0.3634 time: 1.1150 data_time: 0.1040 lr: 0.0001 max_mem: 43217M [05/20 14:02:13 d2.utils.events]: eta: 2 days, 0:31:48 iter: 67199 total_loss: 9.06 loss_class: 0.2427 loss_bbox: 0.1082 loss_giou: 0.3681 loss_class_0: 0.2748 loss_bbox_0: 0.1177 loss_giou_0: 0.3915 loss_class_1: 0.2592 loss_bbox_1: 0.1119 loss_giou_1: 0.3834 loss_class_2: 0.2508 loss_bbox_2: 0.1095 loss_giou_2: 0.3754 loss_class_3: 0.2479 loss_bbox_3: 0.1099 loss_giou_3: 0.3713 loss_class_4: 0.2446 loss_bbox_4: 0.1084 loss_giou_4: 0.3682 loss_class_enc: 0.2878 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4178 loss_class_dn: 0.05636 loss_bbox_dn: 0.1487 loss_giou_dn: 0.3558 loss_class_dn_0: 0.104 loss_bbox_dn_0: 0.2284 loss_giou_dn_0: 0.5075 loss_class_dn_1: 0.07577 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4064 loss_class_dn_2: 0.06528 loss_bbox_dn_2: 0.1535 loss_giou_dn_2: 0.3702 loss_class_dn_3: 0.06109 loss_bbox_dn_3: 0.1495 loss_giou_dn_3: 0.358 loss_class_dn_4: 0.05819 loss_bbox_dn_4: 0.1487 loss_giou_dn_4: 0.3559 time: 1.1150 data_time: 0.0910 lr: 0.0001 max_mem: 43217M [05/20 14:03:09 d2.utils.events]: eta: 2 days, 0:28:49 iter: 67249 total_loss: 9.05 loss_class: 0.2386 loss_bbox: 0.1071 loss_giou: 0.3742 loss_class_0: 0.2709 loss_bbox_0: 0.1195 loss_giou_0: 0.3918 loss_class_1: 0.2523 loss_bbox_1: 0.1128 loss_giou_1: 0.3843 loss_class_2: 0.2444 loss_bbox_2: 0.1103 loss_giou_2: 0.381 loss_class_3: 0.2418 loss_bbox_3: 0.1081 loss_giou_3: 0.3754 loss_class_4: 0.2401 loss_bbox_4: 0.1071 loss_giou_4: 0.3742 loss_class_enc: 0.2857 loss_bbox_enc: 0.1298 loss_giou_enc: 0.4171 loss_class_dn: 0.05081 loss_bbox_dn: 0.1455 loss_giou_dn: 0.362 loss_class_dn_0: 0.1013 loss_bbox_dn_0: 0.2321 loss_giou_dn_0: 0.5093 loss_class_dn_1: 0.07197 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4035 loss_class_dn_2: 0.05864 loss_bbox_dn_2: 0.1503 loss_giou_dn_2: 0.3735 loss_class_dn_3: 0.05491 loss_bbox_dn_3: 0.1464 loss_giou_dn_3: 0.3643 loss_class_dn_4: 0.05086 loss_bbox_dn_4: 0.1456 loss_giou_dn_4: 0.3621 time: 1.1150 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 14:04:05 d2.utils.events]: eta: 2 days, 0:28:28 iter: 67299 total_loss: 9.125 loss_class: 0.2501 loss_bbox: 0.1065 loss_giou: 0.3672 loss_class_0: 0.2815 loss_bbox_0: 0.1174 loss_giou_0: 0.3911 loss_class_1: 0.2658 loss_bbox_1: 0.1128 loss_giou_1: 0.3801 loss_class_2: 0.2559 loss_bbox_2: 0.1102 loss_giou_2: 0.3703 loss_class_3: 0.2525 loss_bbox_3: 0.1071 loss_giou_3: 0.3679 loss_class_4: 0.2513 loss_bbox_4: 0.1068 loss_giou_4: 0.3678 loss_class_enc: 0.2987 loss_bbox_enc: 0.1302 loss_giou_enc: 0.4129 loss_class_dn: 0.05375 loss_bbox_dn: 0.1481 loss_giou_dn: 0.3563 loss_class_dn_0: 0.1074 loss_bbox_dn_0: 0.2312 loss_giou_dn_0: 0.5056 loss_class_dn_1: 0.07834 loss_bbox_dn_1: 0.1693 loss_giou_dn_1: 0.4025 loss_class_dn_2: 0.06417 loss_bbox_dn_2: 0.1523 loss_giou_dn_2: 0.3682 loss_class_dn_3: 0.05948 loss_bbox_dn_3: 0.1489 loss_giou_dn_3: 0.3586 loss_class_dn_4: 0.05534 loss_bbox_dn_4: 0.1482 loss_giou_dn_4: 0.3562 time: 1.1150 data_time: 0.1070 lr: 0.0001 max_mem: 43217M [05/20 14:05:01 d2.utils.events]: eta: 2 days, 0:26:29 iter: 67349 total_loss: 9.212 loss_class: 0.249 loss_bbox: 0.1098 loss_giou: 0.3776 loss_class_0: 0.2811 loss_bbox_0: 0.1218 loss_giou_0: 0.4031 loss_class_1: 0.2667 loss_bbox_1: 0.115 loss_giou_1: 0.3869 loss_class_2: 0.2558 loss_bbox_2: 0.1129 loss_giou_2: 0.385 loss_class_3: 0.2536 loss_bbox_3: 0.1113 loss_giou_3: 0.3792 loss_class_4: 0.251 loss_bbox_4: 0.1096 loss_giou_4: 0.3783 loss_class_enc: 0.2931 loss_bbox_enc: 0.1365 loss_giou_enc: 0.4264 loss_class_dn: 0.05243 loss_bbox_dn: 0.1452 loss_giou_dn: 0.3704 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2196 loss_giou_dn_0: 0.5188 loss_class_dn_1: 0.07536 loss_bbox_dn_1: 0.164 loss_giou_dn_1: 0.4154 loss_class_dn_2: 0.06238 loss_bbox_dn_2: 0.1488 loss_giou_dn_2: 0.3818 loss_class_dn_3: 0.05714 loss_bbox_dn_3: 0.1457 loss_giou_dn_3: 0.3725 loss_class_dn_4: 0.05376 loss_bbox_dn_4: 0.1452 loss_giou_dn_4: 0.3701 time: 1.1150 data_time: 0.1034 lr: 0.0001 max_mem: 43217M [05/20 14:05:58 d2.utils.events]: eta: 2 days, 0:25:20 iter: 67399 total_loss: 9.145 loss_class: 0.2585 loss_bbox: 0.1083 loss_giou: 0.3708 loss_class_0: 0.286 loss_bbox_0: 0.1219 loss_giou_0: 0.3925 loss_class_1: 0.2718 loss_bbox_1: 0.1163 loss_giou_1: 0.3847 loss_class_2: 0.2649 loss_bbox_2: 0.1118 loss_giou_2: 0.3771 loss_class_3: 0.263 loss_bbox_3: 0.1071 loss_giou_3: 0.3725 loss_class_4: 0.2598 loss_bbox_4: 0.1085 loss_giou_4: 0.3718 loss_class_enc: 0.2987 loss_bbox_enc: 0.1347 loss_giou_enc: 0.4215 loss_class_dn: 0.05166 loss_bbox_dn: 0.1474 loss_giou_dn: 0.3609 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2291 loss_giou_dn_0: 0.5125 loss_class_dn_1: 0.07239 loss_bbox_dn_1: 0.1714 loss_giou_dn_1: 0.4061 loss_class_dn_2: 0.06178 loss_bbox_dn_2: 0.1534 loss_giou_dn_2: 0.3718 loss_class_dn_3: 0.05665 loss_bbox_dn_3: 0.1485 loss_giou_dn_3: 0.3626 loss_class_dn_4: 0.05339 loss_bbox_dn_4: 0.1476 loss_giou_dn_4: 0.3605 time: 1.1151 data_time: 0.1010 lr: 0.0001 max_mem: 43217M [05/20 14:06:54 d2.utils.events]: eta: 2 days, 0:21:27 iter: 67449 total_loss: 9.157 loss_class: 0.2485 loss_bbox: 0.1103 loss_giou: 0.3789 loss_class_0: 0.2823 loss_bbox_0: 0.122 loss_giou_0: 0.399 loss_class_1: 0.265 loss_bbox_1: 0.1172 loss_giou_1: 0.3891 loss_class_2: 0.2549 loss_bbox_2: 0.1128 loss_giou_2: 0.3834 loss_class_3: 0.2535 loss_bbox_3: 0.1112 loss_giou_3: 0.3801 loss_class_4: 0.2498 loss_bbox_4: 0.1105 loss_giou_4: 0.3794 loss_class_enc: 0.2928 loss_bbox_enc: 0.1342 loss_giou_enc: 0.4222 loss_class_dn: 0.05149 loss_bbox_dn: 0.1394 loss_giou_dn: 0.3653 loss_class_dn_0: 0.1036 loss_bbox_dn_0: 0.2239 loss_giou_dn_0: 0.5157 loss_class_dn_1: 0.07375 loss_bbox_dn_1: 0.1629 loss_giou_dn_1: 0.4079 loss_class_dn_2: 0.06029 loss_bbox_dn_2: 0.146 loss_giou_dn_2: 0.3765 loss_class_dn_3: 0.05579 loss_bbox_dn_3: 0.1412 loss_giou_dn_3: 0.3676 loss_class_dn_4: 0.05261 loss_bbox_dn_4: 0.1395 loss_giou_dn_4: 0.365 time: 1.1151 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 14:07:51 d2.utils.events]: eta: 2 days, 0:24:47 iter: 67499 total_loss: 9.181 loss_class: 0.2452 loss_bbox: 0.1085 loss_giou: 0.3777 loss_class_0: 0.2797 loss_bbox_0: 0.1194 loss_giou_0: 0.3948 loss_class_1: 0.2636 loss_bbox_1: 0.1146 loss_giou_1: 0.3862 loss_class_2: 0.2533 loss_bbox_2: 0.1123 loss_giou_2: 0.3828 loss_class_3: 0.2515 loss_bbox_3: 0.109 loss_giou_3: 0.3767 loss_class_4: 0.2459 loss_bbox_4: 0.1085 loss_giou_4: 0.3778 loss_class_enc: 0.2898 loss_bbox_enc: 0.132 loss_giou_enc: 0.425 loss_class_dn: 0.05213 loss_bbox_dn: 0.1423 loss_giou_dn: 0.3678 loss_class_dn_0: 0.1024 loss_bbox_dn_0: 0.2257 loss_giou_dn_0: 0.519 loss_class_dn_1: 0.07328 loss_bbox_dn_1: 0.1683 loss_giou_dn_1: 0.4103 loss_class_dn_2: 0.05977 loss_bbox_dn_2: 0.1496 loss_giou_dn_2: 0.3771 loss_class_dn_3: 0.05548 loss_bbox_dn_3: 0.1438 loss_giou_dn_3: 0.3698 loss_class_dn_4: 0.05287 loss_bbox_dn_4: 0.1424 loss_giou_dn_4: 0.3677 time: 1.1151 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 14:08:47 d2.utils.events]: eta: 2 days, 0:25:10 iter: 67549 total_loss: 9.284 loss_class: 0.2511 loss_bbox: 0.1112 loss_giou: 0.3766 loss_class_0: 0.2852 loss_bbox_0: 0.1221 loss_giou_0: 0.3971 loss_class_1: 0.265 loss_bbox_1: 0.1172 loss_giou_1: 0.384 loss_class_2: 0.257 loss_bbox_2: 0.1129 loss_giou_2: 0.3816 loss_class_3: 0.2551 loss_bbox_3: 0.1119 loss_giou_3: 0.3762 loss_class_4: 0.2523 loss_bbox_4: 0.112 loss_giou_4: 0.3779 loss_class_enc: 0.2932 loss_bbox_enc: 0.1384 loss_giou_enc: 0.4323 loss_class_dn: 0.05649 loss_bbox_dn: 0.1483 loss_giou_dn: 0.3763 loss_class_dn_0: 0.1065 loss_bbox_dn_0: 0.2339 loss_giou_dn_0: 0.5251 loss_class_dn_1: 0.07875 loss_bbox_dn_1: 0.1754 loss_giou_dn_1: 0.4186 loss_class_dn_2: 0.06428 loss_bbox_dn_2: 0.1567 loss_giou_dn_2: 0.389 loss_class_dn_3: 0.06087 loss_bbox_dn_3: 0.1504 loss_giou_dn_3: 0.3787 loss_class_dn_4: 0.05743 loss_bbox_dn_4: 0.1482 loss_giou_dn_4: 0.376 time: 1.1151 data_time: 0.1034 lr: 0.0001 max_mem: 43217M [05/20 14:09:43 d2.utils.events]: eta: 2 days, 0:24:48 iter: 67599 total_loss: 9.038 loss_class: 0.2428 loss_bbox: 0.1095 loss_giou: 0.3674 loss_class_0: 0.2734 loss_bbox_0: 0.1221 loss_giou_0: 0.3903 loss_class_1: 0.258 loss_bbox_1: 0.1169 loss_giou_1: 0.3804 loss_class_2: 0.2495 loss_bbox_2: 0.1117 loss_giou_2: 0.3729 loss_class_3: 0.2463 loss_bbox_3: 0.1094 loss_giou_3: 0.3706 loss_class_4: 0.2432 loss_bbox_4: 0.1092 loss_giou_4: 0.3674 loss_class_enc: 0.287 loss_bbox_enc: 0.1328 loss_giou_enc: 0.4163 loss_class_dn: 0.05068 loss_bbox_dn: 0.1412 loss_giou_dn: 0.3571 loss_class_dn_0: 0.09783 loss_bbox_dn_0: 0.2225 loss_giou_dn_0: 0.5068 loss_class_dn_1: 0.06999 loss_bbox_dn_1: 0.166 loss_giou_dn_1: 0.3997 loss_class_dn_2: 0.05909 loss_bbox_dn_2: 0.1483 loss_giou_dn_2: 0.3686 loss_class_dn_3: 0.05469 loss_bbox_dn_3: 0.143 loss_giou_dn_3: 0.3594 loss_class_dn_4: 0.05168 loss_bbox_dn_4: 0.1412 loss_giou_dn_4: 0.3571 time: 1.1151 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 14:10:40 d2.utils.events]: eta: 2 days, 0:23:32 iter: 67649 total_loss: 9.283 loss_class: 0.2487 loss_bbox: 0.1072 loss_giou: 0.3808 loss_class_0: 0.28 loss_bbox_0: 0.1195 loss_giou_0: 0.4016 loss_class_1: 0.2632 loss_bbox_1: 0.1137 loss_giou_1: 0.3909 loss_class_2: 0.2575 loss_bbox_2: 0.1098 loss_giou_2: 0.3844 loss_class_3: 0.2549 loss_bbox_3: 0.1086 loss_giou_3: 0.3808 loss_class_4: 0.249 loss_bbox_4: 0.1076 loss_giou_4: 0.3799 loss_class_enc: 0.291 loss_bbox_enc: 0.1313 loss_giou_enc: 0.4238 loss_class_dn: 0.05289 loss_bbox_dn: 0.1451 loss_giou_dn: 0.3667 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2259 loss_giou_dn_0: 0.5149 loss_class_dn_1: 0.07439 loss_bbox_dn_1: 0.1672 loss_giou_dn_1: 0.4069 loss_class_dn_2: 0.06171 loss_bbox_dn_2: 0.1508 loss_giou_dn_2: 0.3785 loss_class_dn_3: 0.05791 loss_bbox_dn_3: 0.146 loss_giou_dn_3: 0.3688 loss_class_dn_4: 0.05404 loss_bbox_dn_4: 0.145 loss_giou_dn_4: 0.3666 time: 1.1151 data_time: 0.1022 lr: 0.0001 max_mem: 43217M [05/20 14:11:37 d2.utils.events]: eta: 2 days, 0:26:20 iter: 67699 total_loss: 9.147 loss_class: 0.2481 loss_bbox: 0.1079 loss_giou: 0.3623 loss_class_0: 0.2827 loss_bbox_0: 0.1178 loss_giou_0: 0.3797 loss_class_1: 0.2625 loss_bbox_1: 0.112 loss_giou_1: 0.3706 loss_class_2: 0.2529 loss_bbox_2: 0.111 loss_giou_2: 0.3668 loss_class_3: 0.2519 loss_bbox_3: 0.1083 loss_giou_3: 0.3631 loss_class_4: 0.2489 loss_bbox_4: 0.1069 loss_giou_4: 0.3623 loss_class_enc: 0.2916 loss_bbox_enc: 0.1282 loss_giou_enc: 0.4101 loss_class_dn: 0.05358 loss_bbox_dn: 0.1481 loss_giou_dn: 0.361 loss_class_dn_0: 0.1063 loss_bbox_dn_0: 0.2315 loss_giou_dn_0: 0.5117 loss_class_dn_1: 0.07591 loss_bbox_dn_1: 0.172 loss_giou_dn_1: 0.4037 loss_class_dn_2: 0.06282 loss_bbox_dn_2: 0.1538 loss_giou_dn_2: 0.3723 loss_class_dn_3: 0.05813 loss_bbox_dn_3: 0.1492 loss_giou_dn_3: 0.3635 loss_class_dn_4: 0.05453 loss_bbox_dn_4: 0.1482 loss_giou_dn_4: 0.361 time: 1.1151 data_time: 0.1049 lr: 0.0001 max_mem: 43217M [05/20 14:12:33 d2.utils.events]: eta: 2 days, 0:26:38 iter: 67749 total_loss: 9.183 loss_class: 0.2489 loss_bbox: 0.1073 loss_giou: 0.3761 loss_class_0: 0.2826 loss_bbox_0: 0.1198 loss_giou_0: 0.3998 loss_class_1: 0.2645 loss_bbox_1: 0.114 loss_giou_1: 0.3868 loss_class_2: 0.2548 loss_bbox_2: 0.1116 loss_giou_2: 0.3802 loss_class_3: 0.2528 loss_bbox_3: 0.1073 loss_giou_3: 0.3773 loss_class_4: 0.2509 loss_bbox_4: 0.1075 loss_giou_4: 0.3758 loss_class_enc: 0.2942 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4264 loss_class_dn: 0.05049 loss_bbox_dn: 0.1457 loss_giou_dn: 0.3697 loss_class_dn_0: 0.1033 loss_bbox_dn_0: 0.2225 loss_giou_dn_0: 0.5189 loss_class_dn_1: 0.07253 loss_bbox_dn_1: 0.1668 loss_giou_dn_1: 0.4157 loss_class_dn_2: 0.06009 loss_bbox_dn_2: 0.1504 loss_giou_dn_2: 0.3813 loss_class_dn_3: 0.0552 loss_bbox_dn_3: 0.1468 loss_giou_dn_3: 0.3719 loss_class_dn_4: 0.05216 loss_bbox_dn_4: 0.1457 loss_giou_dn_4: 0.3695 time: 1.1151 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 14:13:30 d2.utils.events]: eta: 2 days, 0:30:30 iter: 67799 total_loss: 9.075 loss_class: 0.2459 loss_bbox: 0.1111 loss_giou: 0.3733 loss_class_0: 0.2743 loss_bbox_0: 0.1218 loss_giou_0: 0.3951 loss_class_1: 0.26 loss_bbox_1: 0.1155 loss_giou_1: 0.3821 loss_class_2: 0.2509 loss_bbox_2: 0.1118 loss_giou_2: 0.3766 loss_class_3: 0.2493 loss_bbox_3: 0.1117 loss_giou_3: 0.3741 loss_class_4: 0.2474 loss_bbox_4: 0.1109 loss_giou_4: 0.3731 loss_class_enc: 0.2913 loss_bbox_enc: 0.1317 loss_giou_enc: 0.4179 loss_class_dn: 0.05217 loss_bbox_dn: 0.1416 loss_giou_dn: 0.3609 loss_class_dn_0: 0.1026 loss_bbox_dn_0: 0.2202 loss_giou_dn_0: 0.5107 loss_class_dn_1: 0.07239 loss_bbox_dn_1: 0.1642 loss_giou_dn_1: 0.404 loss_class_dn_2: 0.05983 loss_bbox_dn_2: 0.1469 loss_giou_dn_2: 0.3726 loss_class_dn_3: 0.05536 loss_bbox_dn_3: 0.1425 loss_giou_dn_3: 0.3628 loss_class_dn_4: 0.05279 loss_bbox_dn_4: 0.1416 loss_giou_dn_4: 0.3605 time: 1.1151 data_time: 0.1014 lr: 0.0001 max_mem: 43217M [05/20 14:14:26 d2.utils.events]: eta: 2 days, 0:29:40 iter: 67849 total_loss: 9.316 loss_class: 0.2523 loss_bbox: 0.1103 loss_giou: 0.3873 loss_class_0: 0.279 loss_bbox_0: 0.1207 loss_giou_0: 0.4097 loss_class_1: 0.2659 loss_bbox_1: 0.1166 loss_giou_1: 0.3984 loss_class_2: 0.2568 loss_bbox_2: 0.1133 loss_giou_2: 0.394 loss_class_3: 0.2562 loss_bbox_3: 0.1115 loss_giou_3: 0.3892 loss_class_4: 0.2528 loss_bbox_4: 0.1109 loss_giou_4: 0.388 loss_class_enc: 0.2928 loss_bbox_enc: 0.132 loss_giou_enc: 0.4342 loss_class_dn: 0.05333 loss_bbox_dn: 0.1416 loss_giou_dn: 0.3766 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2194 loss_giou_dn_0: 0.5218 loss_class_dn_1: 0.07228 loss_bbox_dn_1: 0.1627 loss_giou_dn_1: 0.4162 loss_class_dn_2: 0.06026 loss_bbox_dn_2: 0.1467 loss_giou_dn_2: 0.3861 loss_class_dn_3: 0.05701 loss_bbox_dn_3: 0.1427 loss_giou_dn_3: 0.3779 loss_class_dn_4: 0.05439 loss_bbox_dn_4: 0.1417 loss_giou_dn_4: 0.3766 time: 1.1151 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 14:15:22 d2.utils.events]: eta: 2 days, 0:29:01 iter: 67899 total_loss: 9.145 loss_class: 0.2478 loss_bbox: 0.109 loss_giou: 0.3746 loss_class_0: 0.2769 loss_bbox_0: 0.1228 loss_giou_0: 0.3915 loss_class_1: 0.2599 loss_bbox_1: 0.1163 loss_giou_1: 0.3833 loss_class_2: 0.2514 loss_bbox_2: 0.1119 loss_giou_2: 0.3811 loss_class_3: 0.2498 loss_bbox_3: 0.1091 loss_giou_3: 0.3748 loss_class_4: 0.2469 loss_bbox_4: 0.1086 loss_giou_4: 0.3754 loss_class_enc: 0.2891 loss_bbox_enc: 0.1344 loss_giou_enc: 0.4234 loss_class_dn: 0.05011 loss_bbox_dn: 0.1455 loss_giou_dn: 0.3616 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2301 loss_giou_dn_0: 0.5112 loss_class_dn_1: 0.07335 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4029 loss_class_dn_2: 0.06046 loss_bbox_dn_2: 0.1523 loss_giou_dn_2: 0.3741 loss_class_dn_3: 0.0553 loss_bbox_dn_3: 0.1468 loss_giou_dn_3: 0.3639 loss_class_dn_4: 0.05205 loss_bbox_dn_4: 0.1456 loss_giou_dn_4: 0.3617 time: 1.1151 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 14:16:18 d2.utils.events]: eta: 2 days, 0:27:57 iter: 67949 total_loss: 9.103 loss_class: 0.2467 loss_bbox: 0.1089 loss_giou: 0.3701 loss_class_0: 0.276 loss_bbox_0: 0.1171 loss_giou_0: 0.3913 loss_class_1: 0.2617 loss_bbox_1: 0.1137 loss_giou_1: 0.3823 loss_class_2: 0.254 loss_bbox_2: 0.1104 loss_giou_2: 0.377 loss_class_3: 0.2494 loss_bbox_3: 0.1094 loss_giou_3: 0.3735 loss_class_4: 0.2473 loss_bbox_4: 0.1079 loss_giou_4: 0.3703 loss_class_enc: 0.2896 loss_bbox_enc: 0.1313 loss_giou_enc: 0.4156 loss_class_dn: 0.05021 loss_bbox_dn: 0.1416 loss_giou_dn: 0.3631 loss_class_dn_0: 0.1035 loss_bbox_dn_0: 0.2262 loss_giou_dn_0: 0.508 loss_class_dn_1: 0.07249 loss_bbox_dn_1: 0.1653 loss_giou_dn_1: 0.4037 loss_class_dn_2: 0.05861 loss_bbox_dn_2: 0.1484 loss_giou_dn_2: 0.3736 loss_class_dn_3: 0.05462 loss_bbox_dn_3: 0.1432 loss_giou_dn_3: 0.3654 loss_class_dn_4: 0.05207 loss_bbox_dn_4: 0.1416 loss_giou_dn_4: 0.3631 time: 1.1151 data_time: 0.1023 lr: 0.0001 max_mem: 43217M [05/20 14:17:15 d2.utils.events]: eta: 2 days, 0:26:59 iter: 67999 total_loss: 9.123 loss_class: 0.2462 loss_bbox: 0.1095 loss_giou: 0.3851 loss_class_0: 0.2761 loss_bbox_0: 0.1212 loss_giou_0: 0.401 loss_class_1: 0.262 loss_bbox_1: 0.1129 loss_giou_1: 0.3938 loss_class_2: 0.2518 loss_bbox_2: 0.1108 loss_giou_2: 0.3899 loss_class_3: 0.2492 loss_bbox_3: 0.1092 loss_giou_3: 0.3854 loss_class_4: 0.2475 loss_bbox_4: 0.1091 loss_giou_4: 0.3857 loss_class_enc: 0.2868 loss_bbox_enc: 0.1302 loss_giou_enc: 0.4282 loss_class_dn: 0.05171 loss_bbox_dn: 0.1381 loss_giou_dn: 0.3689 loss_class_dn_0: 0.1017 loss_bbox_dn_0: 0.222 loss_giou_dn_0: 0.5188 loss_class_dn_1: 0.07265 loss_bbox_dn_1: 0.1623 loss_giou_dn_1: 0.4111 loss_class_dn_2: 0.06068 loss_bbox_dn_2: 0.1448 loss_giou_dn_2: 0.3808 loss_class_dn_3: 0.05569 loss_bbox_dn_3: 0.1388 loss_giou_dn_3: 0.3714 loss_class_dn_4: 0.05356 loss_bbox_dn_4: 0.1381 loss_giou_dn_4: 0.3688 time: 1.1151 data_time: 0.1038 lr: 0.0001 max_mem: 43217M [05/20 14:18:16 d2.utils.events]: eta: 2 days, 0:23:41 iter: 68049 total_loss: 9.219 loss_class: 0.2419 loss_bbox: 0.1083 loss_giou: 0.3761 loss_class_0: 0.2738 loss_bbox_0: 0.1194 loss_giou_0: 0.3999 loss_class_1: 0.2586 loss_bbox_1: 0.1147 loss_giou_1: 0.3906 loss_class_2: 0.2499 loss_bbox_2: 0.1105 loss_giou_2: 0.382 loss_class_3: 0.2485 loss_bbox_3: 0.1088 loss_giou_3: 0.3803 loss_class_4: 0.2442 loss_bbox_4: 0.1078 loss_giou_4: 0.3776 loss_class_enc: 0.2904 loss_bbox_enc: 0.1347 loss_giou_enc: 0.4251 loss_class_dn: 0.04961 loss_bbox_dn: 0.1452 loss_giou_dn: 0.3648 loss_class_dn_0: 0.1023 loss_bbox_dn_0: 0.2293 loss_giou_dn_0: 0.5168 loss_class_dn_1: 0.071 loss_bbox_dn_1: 0.1696 loss_giou_dn_1: 0.4082 loss_class_dn_2: 0.05841 loss_bbox_dn_2: 0.1513 loss_giou_dn_2: 0.3768 loss_class_dn_3: 0.05419 loss_bbox_dn_3: 0.147 loss_giou_dn_3: 0.368 loss_class_dn_4: 0.05102 loss_bbox_dn_4: 0.1453 loss_giou_dn_4: 0.3649 time: 1.1151 data_time: 0.0964 lr: 0.0001 max_mem: 43217M [05/20 14:19:12 d2.utils.events]: eta: 2 days, 0:21:57 iter: 68099 total_loss: 9.042 loss_class: 0.2451 loss_bbox: 0.1115 loss_giou: 0.3677 loss_class_0: 0.2783 loss_bbox_0: 0.1224 loss_giou_0: 0.3894 loss_class_1: 0.2628 loss_bbox_1: 0.1185 loss_giou_1: 0.3811 loss_class_2: 0.2526 loss_bbox_2: 0.113 loss_giou_2: 0.3728 loss_class_3: 0.2494 loss_bbox_3: 0.1123 loss_giou_3: 0.3698 loss_class_4: 0.2455 loss_bbox_4: 0.1117 loss_giou_4: 0.3679 loss_class_enc: 0.2878 loss_bbox_enc: 0.1343 loss_giou_enc: 0.4153 loss_class_dn: 0.04963 loss_bbox_dn: 0.1465 loss_giou_dn: 0.3693 loss_class_dn_0: 0.1018 loss_bbox_dn_0: 0.2256 loss_giou_dn_0: 0.5212 loss_class_dn_1: 0.07095 loss_bbox_dn_1: 0.1663 loss_giou_dn_1: 0.4126 loss_class_dn_2: 0.05892 loss_bbox_dn_2: 0.1502 loss_giou_dn_2: 0.3813 loss_class_dn_3: 0.05433 loss_bbox_dn_3: 0.147 loss_giou_dn_3: 0.3718 loss_class_dn_4: 0.05077 loss_bbox_dn_4: 0.1465 loss_giou_dn_4: 0.3692 time: 1.1151 data_time: 0.1028 lr: 0.0001 max_mem: 43217M [05/20 14:20:08 d2.utils.events]: eta: 2 days, 0:21:01 iter: 68149 total_loss: 9.02 loss_class: 0.2438 loss_bbox: 0.107 loss_giou: 0.3676 loss_class_0: 0.2747 loss_bbox_0: 0.1182 loss_giou_0: 0.3936 loss_class_1: 0.257 loss_bbox_1: 0.1127 loss_giou_1: 0.3781 loss_class_2: 0.2494 loss_bbox_2: 0.1085 loss_giou_2: 0.3734 loss_class_3: 0.2476 loss_bbox_3: 0.108 loss_giou_3: 0.3681 loss_class_4: 0.2449 loss_bbox_4: 0.1069 loss_giou_4: 0.3683 loss_class_enc: 0.2865 loss_bbox_enc: 0.1295 loss_giou_enc: 0.4156 loss_class_dn: 0.04923 loss_bbox_dn: 0.1388 loss_giou_dn: 0.3619 loss_class_dn_0: 0.1014 loss_bbox_dn_0: 0.2175 loss_giou_dn_0: 0.5096 loss_class_dn_1: 0.07176 loss_bbox_dn_1: 0.1605 loss_giou_dn_1: 0.4044 loss_class_dn_2: 0.05886 loss_bbox_dn_2: 0.1439 loss_giou_dn_2: 0.3739 loss_class_dn_3: 0.05429 loss_bbox_dn_3: 0.1401 loss_giou_dn_3: 0.3647 loss_class_dn_4: 0.05042 loss_bbox_dn_4: 0.139 loss_giou_dn_4: 0.362 time: 1.1151 data_time: 0.1110 lr: 0.0001 max_mem: 43217M [05/20 14:21:04 d2.utils.events]: eta: 2 days, 0:18:48 iter: 68199 total_loss: 9.161 loss_class: 0.247 loss_bbox: 0.1078 loss_giou: 0.3733 loss_class_0: 0.278 loss_bbox_0: 0.1189 loss_giou_0: 0.3981 loss_class_1: 0.2606 loss_bbox_1: 0.1136 loss_giou_1: 0.3861 loss_class_2: 0.2529 loss_bbox_2: 0.1099 loss_giou_2: 0.3808 loss_class_3: 0.2516 loss_bbox_3: 0.1081 loss_giou_3: 0.3739 loss_class_4: 0.2476 loss_bbox_4: 0.1075 loss_giou_4: 0.3728 loss_class_enc: 0.2897 loss_bbox_enc: 0.1334 loss_giou_enc: 0.4267 loss_class_dn: 0.05511 loss_bbox_dn: 0.144 loss_giou_dn: 0.3617 loss_class_dn_0: 0.1045 loss_bbox_dn_0: 0.2225 loss_giou_dn_0: 0.5143 loss_class_dn_1: 0.07561 loss_bbox_dn_1: 0.1672 loss_giou_dn_1: 0.4066 loss_class_dn_2: 0.06364 loss_bbox_dn_2: 0.1495 loss_giou_dn_2: 0.3737 loss_class_dn_3: 0.05934 loss_bbox_dn_3: 0.1455 loss_giou_dn_3: 0.3635 loss_class_dn_4: 0.05609 loss_bbox_dn_4: 0.144 loss_giou_dn_4: 0.3616 time: 1.1151 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 14:22:00 d2.utils.events]: eta: 2 days, 0:18:14 iter: 68249 total_loss: 9.334 loss_class: 0.2517 loss_bbox: 0.1099 loss_giou: 0.376 loss_class_0: 0.2829 loss_bbox_0: 0.1204 loss_giou_0: 0.4021 loss_class_1: 0.2657 loss_bbox_1: 0.1146 loss_giou_1: 0.391 loss_class_2: 0.2598 loss_bbox_2: 0.1116 loss_giou_2: 0.3822 loss_class_3: 0.2558 loss_bbox_3: 0.1105 loss_giou_3: 0.377 loss_class_4: 0.2523 loss_bbox_4: 0.1099 loss_giou_4: 0.3766 loss_class_enc: 0.2962 loss_bbox_enc: 0.1301 loss_giou_enc: 0.435 loss_class_dn: 0.05474 loss_bbox_dn: 0.1473 loss_giou_dn: 0.3698 loss_class_dn_0: 0.1071 loss_bbox_dn_0: 0.2292 loss_giou_dn_0: 0.5243 loss_class_dn_1: 0.07755 loss_bbox_dn_1: 0.1708 loss_giou_dn_1: 0.4141 loss_class_dn_2: 0.06447 loss_bbox_dn_2: 0.1524 loss_giou_dn_2: 0.3821 loss_class_dn_3: 0.06033 loss_bbox_dn_3: 0.1478 loss_giou_dn_3: 0.3714 loss_class_dn_4: 0.05603 loss_bbox_dn_4: 0.1474 loss_giou_dn_4: 0.3695 time: 1.1151 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 14:22:56 d2.utils.events]: eta: 2 days, 0:16:22 iter: 68299 total_loss: 9.119 loss_class: 0.2471 loss_bbox: 0.1068 loss_giou: 0.3731 loss_class_0: 0.276 loss_bbox_0: 0.1175 loss_giou_0: 0.3944 loss_class_1: 0.2605 loss_bbox_1: 0.1129 loss_giou_1: 0.3831 loss_class_2: 0.2534 loss_bbox_2: 0.1092 loss_giou_2: 0.3761 loss_class_3: 0.2511 loss_bbox_3: 0.1082 loss_giou_3: 0.374 loss_class_4: 0.2476 loss_bbox_4: 0.1065 loss_giou_4: 0.3721 loss_class_enc: 0.2907 loss_bbox_enc: 0.1327 loss_giou_enc: 0.4212 loss_class_dn: 0.05125 loss_bbox_dn: 0.1423 loss_giou_dn: 0.3664 loss_class_dn_0: 0.09849 loss_bbox_dn_0: 0.2274 loss_giou_dn_0: 0.5171 loss_class_dn_1: 0.07078 loss_bbox_dn_1: 0.1663 loss_giou_dn_1: 0.4099 loss_class_dn_2: 0.05826 loss_bbox_dn_2: 0.1481 loss_giou_dn_2: 0.3792 loss_class_dn_3: 0.0539 loss_bbox_dn_3: 0.1431 loss_giou_dn_3: 0.3682 loss_class_dn_4: 0.05182 loss_bbox_dn_4: 0.1424 loss_giou_dn_4: 0.3663 time: 1.1151 data_time: 0.1106 lr: 0.0001 max_mem: 43217M [05/20 14:23:52 d2.utils.events]: eta: 2 days, 0:16:07 iter: 68349 total_loss: 9.213 loss_class: 0.2505 loss_bbox: 0.1112 loss_giou: 0.3774 loss_class_0: 0.2831 loss_bbox_0: 0.1231 loss_giou_0: 0.3933 loss_class_1: 0.2663 loss_bbox_1: 0.1165 loss_giou_1: 0.387 loss_class_2: 0.2562 loss_bbox_2: 0.1144 loss_giou_2: 0.3813 loss_class_3: 0.2549 loss_bbox_3: 0.1116 loss_giou_3: 0.3785 loss_class_4: 0.2516 loss_bbox_4: 0.1119 loss_giou_4: 0.3788 loss_class_enc: 0.295 loss_bbox_enc: 0.1369 loss_giou_enc: 0.4231 loss_class_dn: 0.0567 loss_bbox_dn: 0.1549 loss_giou_dn: 0.364 loss_class_dn_0: 0.1083 loss_bbox_dn_0: 0.2358 loss_giou_dn_0: 0.5152 loss_class_dn_1: 0.07831 loss_bbox_dn_1: 0.1783 loss_giou_dn_1: 0.4101 loss_class_dn_2: 0.06519 loss_bbox_dn_2: 0.1603 loss_giou_dn_2: 0.3764 loss_class_dn_3: 0.06141 loss_bbox_dn_3: 0.1558 loss_giou_dn_3: 0.367 loss_class_dn_4: 0.05798 loss_bbox_dn_4: 0.155 loss_giou_dn_4: 0.364 time: 1.1151 data_time: 0.1018 lr: 0.0001 max_mem: 43217M [05/20 14:24:48 d2.utils.events]: eta: 2 days, 0:14:44 iter: 68399 total_loss: 9.321 loss_class: 0.2532 loss_bbox: 0.1076 loss_giou: 0.3822 loss_class_0: 0.2833 loss_bbox_0: 0.119 loss_giou_0: 0.4036 loss_class_1: 0.2644 loss_bbox_1: 0.1153 loss_giou_1: 0.394 loss_class_2: 0.2609 loss_bbox_2: 0.1097 loss_giou_2: 0.3865 loss_class_3: 0.2592 loss_bbox_3: 0.1079 loss_giou_3: 0.384 loss_class_4: 0.2552 loss_bbox_4: 0.1082 loss_giou_4: 0.3818 loss_class_enc: 0.2934 loss_bbox_enc: 0.1317 loss_giou_enc: 0.4303 loss_class_dn: 0.05229 loss_bbox_dn: 0.1521 loss_giou_dn: 0.3758 loss_class_dn_0: 0.1043 loss_bbox_dn_0: 0.2279 loss_giou_dn_0: 0.5177 loss_class_dn_1: 0.0757 loss_bbox_dn_1: 0.1749 loss_giou_dn_1: 0.4174 loss_class_dn_2: 0.06076 loss_bbox_dn_2: 0.1573 loss_giou_dn_2: 0.3866 loss_class_dn_3: 0.0566 loss_bbox_dn_3: 0.1536 loss_giou_dn_3: 0.3779 loss_class_dn_4: 0.05342 loss_bbox_dn_4: 0.1521 loss_giou_dn_4: 0.3755 time: 1.1151 data_time: 0.1071 lr: 0.0001 max_mem: 43217M [05/20 14:25:44 d2.utils.events]: eta: 2 days, 0:14:16 iter: 68449 total_loss: 9.216 loss_class: 0.2477 loss_bbox: 0.1135 loss_giou: 0.3724 loss_class_0: 0.2789 loss_bbox_0: 0.1246 loss_giou_0: 0.3955 loss_class_1: 0.2618 loss_bbox_1: 0.1205 loss_giou_1: 0.3879 loss_class_2: 0.2538 loss_bbox_2: 0.1159 loss_giou_2: 0.3803 loss_class_3: 0.2512 loss_bbox_3: 0.114 loss_giou_3: 0.3752 loss_class_4: 0.2479 loss_bbox_4: 0.1133 loss_giou_4: 0.3739 loss_class_enc: 0.2908 loss_bbox_enc: 0.1385 loss_giou_enc: 0.4256 loss_class_dn: 0.05067 loss_bbox_dn: 0.1556 loss_giou_dn: 0.3616 loss_class_dn_0: 0.1031 loss_bbox_dn_0: 0.2403 loss_giou_dn_0: 0.517 loss_class_dn_1: 0.07377 loss_bbox_dn_1: 0.1779 loss_giou_dn_1: 0.4094 loss_class_dn_2: 0.06088 loss_bbox_dn_2: 0.1599 loss_giou_dn_2: 0.3759 loss_class_dn_3: 0.05584 loss_bbox_dn_3: 0.1566 loss_giou_dn_3: 0.3643 loss_class_dn_4: 0.05223 loss_bbox_dn_4: 0.1556 loss_giou_dn_4: 0.3615 time: 1.1151 data_time: 0.0959 lr: 0.0001 max_mem: 43217M [05/20 14:26:40 d2.utils.events]: eta: 2 days, 0:07:35 iter: 68499 total_loss: 9.044 loss_class: 0.2465 loss_bbox: 0.1089 loss_giou: 0.3753 loss_class_0: 0.2787 loss_bbox_0: 0.1186 loss_giou_0: 0.3943 loss_class_1: 0.2598 loss_bbox_1: 0.1139 loss_giou_1: 0.3857 loss_class_2: 0.253 loss_bbox_2: 0.1106 loss_giou_2: 0.3832 loss_class_3: 0.2521 loss_bbox_3: 0.1094 loss_giou_3: 0.3781 loss_class_4: 0.2464 loss_bbox_4: 0.1088 loss_giou_4: 0.3766 loss_class_enc: 0.2906 loss_bbox_enc: 0.1329 loss_giou_enc: 0.4231 loss_class_dn: 0.04913 loss_bbox_dn: 0.1438 loss_giou_dn: 0.3661 loss_class_dn_0: 0.09994 loss_bbox_dn_0: 0.2233 loss_giou_dn_0: 0.5168 loss_class_dn_1: 0.06963 loss_bbox_dn_1: 0.1667 loss_giou_dn_1: 0.4098 loss_class_dn_2: 0.05759 loss_bbox_dn_2: 0.148 loss_giou_dn_2: 0.3796 loss_class_dn_3: 0.05391 loss_bbox_dn_3: 0.1449 loss_giou_dn_3: 0.3686 loss_class_dn_4: 0.0504 loss_bbox_dn_4: 0.1438 loss_giou_dn_4: 0.3656 time: 1.1151 data_time: 0.1035 lr: 0.0001 max_mem: 43217M [05/20 14:27:36 d2.utils.events]: eta: 2 days, 0:04:33 iter: 68549 total_loss: 9.164 loss_class: 0.2457 loss_bbox: 0.1115 loss_giou: 0.3808 loss_class_0: 0.2783 loss_bbox_0: 0.1207 loss_giou_0: 0.3989 loss_class_1: 0.262 loss_bbox_1: 0.1166 loss_giou_1: 0.3919 loss_class_2: 0.2534 loss_bbox_2: 0.1134 loss_giou_2: 0.3881 loss_class_3: 0.2517 loss_bbox_3: 0.112 loss_giou_3: 0.3827 loss_class_4: 0.2484 loss_bbox_4: 0.1107 loss_giou_4: 0.381 loss_class_enc: 0.2913 loss_bbox_enc: 0.1332 loss_giou_enc: 0.4256 loss_class_dn: 0.05165 loss_bbox_dn: 0.1465 loss_giou_dn: 0.3673 loss_class_dn_0: 0.1014 loss_bbox_dn_0: 0.2295 loss_giou_dn_0: 0.5181 loss_class_dn_1: 0.07112 loss_bbox_dn_1: 0.1698 loss_giou_dn_1: 0.4088 loss_class_dn_2: 0.05989 loss_bbox_dn_2: 0.1513 loss_giou_dn_2: 0.377 loss_class_dn_3: 0.05533 loss_bbox_dn_3: 0.1475 loss_giou_dn_3: 0.3685 loss_class_dn_4: 0.0526 loss_bbox_dn_4: 0.1465 loss_giou_dn_4: 0.3673 time: 1.1151 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 14:28:33 d2.utils.events]: eta: 2 days, 0:04:07 iter: 68599 total_loss: 9.139 loss_class: 0.2452 loss_bbox: 0.1101 loss_giou: 0.3765 loss_class_0: 0.2766 loss_bbox_0: 0.123 loss_giou_0: 0.3982 loss_class_1: 0.2606 loss_bbox_1: 0.1178 loss_giou_1: 0.387 loss_class_2: 0.2517 loss_bbox_2: 0.1134 loss_giou_2: 0.3802 loss_class_3: 0.2505 loss_bbox_3: 0.1105 loss_giou_3: 0.3754 loss_class_4: 0.2483 loss_bbox_4: 0.1107 loss_giou_4: 0.3759 loss_class_enc: 0.2897 loss_bbox_enc: 0.136 loss_giou_enc: 0.4239 loss_class_dn: 0.05308 loss_bbox_dn: 0.1471 loss_giou_dn: 0.3624 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2344 loss_giou_dn_0: 0.5139 loss_class_dn_1: 0.0752 loss_bbox_dn_1: 0.1736 loss_giou_dn_1: 0.4063 loss_class_dn_2: 0.0623 loss_bbox_dn_2: 0.1529 loss_giou_dn_2: 0.3748 loss_class_dn_3: 0.05788 loss_bbox_dn_3: 0.1484 loss_giou_dn_3: 0.3647 loss_class_dn_4: 0.05448 loss_bbox_dn_4: 0.1472 loss_giou_dn_4: 0.362 time: 1.1151 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 14:29:30 d2.utils.events]: eta: 2 days, 0:06:56 iter: 68649 total_loss: 9.333 loss_class: 0.2505 loss_bbox: 0.1152 loss_giou: 0.3777 loss_class_0: 0.2829 loss_bbox_0: 0.1253 loss_giou_0: 0.3983 loss_class_1: 0.2649 loss_bbox_1: 0.1191 loss_giou_1: 0.3877 loss_class_2: 0.2564 loss_bbox_2: 0.1184 loss_giou_2: 0.384 loss_class_3: 0.2529 loss_bbox_3: 0.1162 loss_giou_3: 0.3764 loss_class_4: 0.2511 loss_bbox_4: 0.1158 loss_giou_4: 0.3764 loss_class_enc: 0.294 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4268 loss_class_dn: 0.05215 loss_bbox_dn: 0.1489 loss_giou_dn: 0.3697 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loss_giou_dn_1: 0.3948 loss_class_dn_2: 0.06176 loss_bbox_dn_2: 0.1513 loss_giou_dn_2: 0.3636 loss_class_dn_3: 0.05717 loss_bbox_dn_3: 0.1481 loss_giou_dn_3: 0.3557 loss_class_dn_4: 0.05322 loss_bbox_dn_4: 0.1468 loss_giou_dn_4: 0.3527 time: 1.1152 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 14:41:44 d2.utils.events]: eta: 1 day, 23:56:53 iter: 69299 total_loss: 9.168 loss_class: 0.2482 loss_bbox: 0.108 loss_giou: 0.3752 loss_class_0: 0.281 loss_bbox_0: 0.1211 loss_giou_0: 0.3989 loss_class_1: 0.2664 loss_bbox_1: 0.1148 loss_giou_1: 0.3851 loss_class_2: 0.2565 loss_bbox_2: 0.1111 loss_giou_2: 0.3799 loss_class_3: 0.253 loss_bbox_3: 0.1093 loss_giou_3: 0.3769 loss_class_4: 0.2487 loss_bbox_4: 0.1083 loss_giou_4: 0.3773 loss_class_enc: 0.293 loss_bbox_enc: 0.131 loss_giou_enc: 0.422 loss_class_dn: 0.05226 loss_bbox_dn: 0.1452 loss_giou_dn: 0.3629 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.2226 loss_giou_dn_0: 0.512 loss_class_dn_1: 0.07384 loss_bbox_dn_1: 0.1659 loss_giou_dn_1: 0.4042 loss_class_dn_2: 0.06206 loss_bbox_dn_2: 0.1497 loss_giou_dn_2: 0.3755 loss_class_dn_3: 0.05774 loss_bbox_dn_3: 0.1459 loss_giou_dn_3: 0.3651 loss_class_dn_4: 0.05356 loss_bbox_dn_4: 0.1453 loss_giou_dn_4: 0.3626 time: 1.1152 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/20 14:42:40 d2.utils.events]: eta: 1 day, 23:55:27 iter: 69349 total_loss: 9.094 loss_class: 0.2482 loss_bbox: 0.1081 loss_giou: 0.3724 loss_class_0: 0.2812 loss_bbox_0: 0.1199 loss_giou_0: 0.397 loss_class_1: 0.2626 loss_bbox_1: 0.1126 loss_giou_1: 0.3843 loss_class_2: 0.2525 loss_bbox_2: 0.1108 loss_giou_2: 0.3775 loss_class_3: 0.2517 loss_bbox_3: 0.1078 loss_giou_3: 0.3763 loss_class_4: 0.2478 loss_bbox_4: 0.1089 loss_giou_4: 0.3735 loss_class_enc: 0.2923 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4242 loss_class_dn: 0.05086 loss_bbox_dn: 0.1476 loss_giou_dn: 0.3612 loss_class_dn_0: 0.1028 loss_bbox_dn_0: 0.231 loss_giou_dn_0: 0.5206 loss_class_dn_1: 0.07292 loss_bbox_dn_1: 0.1713 loss_giou_dn_1: 0.4083 loss_class_dn_2: 0.06048 loss_bbox_dn_2: 0.1532 loss_giou_dn_2: 0.3737 loss_class_dn_3: 0.05555 loss_bbox_dn_3: 0.1491 loss_giou_dn_3: 0.3639 loss_class_dn_4: 0.05127 loss_bbox_dn_4: 0.1476 loss_giou_dn_4: 0.3611 time: 1.1152 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 14:43:36 d2.utils.events]: eta: 1 day, 23:56:40 iter: 69399 total_loss: 9.131 loss_class: 0.2492 loss_bbox: 0.1119 loss_giou: 0.3689 loss_class_0: 0.2788 loss_bbox_0: 0.1245 loss_giou_0: 0.3924 loss_class_1: 0.263 loss_bbox_1: 0.1196 loss_giou_1: 0.3829 loss_class_2: 0.2527 loss_bbox_2: 0.1154 loss_giou_2: 0.3741 loss_class_3: 0.2524 loss_bbox_3: 0.1131 loss_giou_3: 0.3693 loss_class_4: 0.2506 loss_bbox_4: 0.1121 loss_giou_4: 0.3684 loss_class_enc: 0.2904 loss_bbox_enc: 0.1356 loss_giou_enc: 0.4169 loss_class_dn: 0.05233 loss_bbox_dn: 0.1433 loss_giou_dn: 0.3617 loss_class_dn_0: 0.104 loss_bbox_dn_0: 0.2271 loss_giou_dn_0: 0.5097 loss_class_dn_1: 0.07372 loss_bbox_dn_1: 0.1672 loss_giou_dn_1: 0.4019 loss_class_dn_2: 0.06167 loss_bbox_dn_2: 0.1486 loss_giou_dn_2: 0.3724 loss_class_dn_3: 0.05716 loss_bbox_dn_3: 0.1438 loss_giou_dn_3: 0.3637 loss_class_dn_4: 0.0535 loss_bbox_dn_4: 0.1433 loss_giou_dn_4: 0.3617 time: 1.1152 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 14:44:33 d2.utils.events]: eta: 1 day, 23:55:45 iter: 69449 total_loss: 9.155 loss_class: 0.2536 loss_bbox: 0.1076 loss_giou: 0.3712 loss_class_0: 0.2834 loss_bbox_0: 0.1177 loss_giou_0: 0.3903 loss_class_1: 0.2675 loss_bbox_1: 0.1138 loss_giou_1: 0.3788 loss_class_2: 0.2583 loss_bbox_2: 0.1099 loss_giou_2: 0.3755 loss_class_3: 0.259 loss_bbox_3: 0.1084 loss_giou_3: 0.3718 loss_class_4: 0.255 loss_bbox_4: 0.1079 loss_giou_4: 0.3717 loss_class_enc: 0.2994 loss_bbox_enc: 0.131 loss_giou_enc: 0.418 loss_class_dn: 0.05293 loss_bbox_dn: 0.1381 loss_giou_dn: 0.3612 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2205 loss_giou_dn_0: 0.5098 loss_class_dn_1: 0.07476 loss_bbox_dn_1: 0.1595 loss_giou_dn_1: 0.4024 loss_class_dn_2: 0.06181 loss_bbox_dn_2: 0.1437 loss_giou_dn_2: 0.3747 loss_class_dn_3: 0.05806 loss_bbox_dn_3: 0.1392 loss_giou_dn_3: 0.3633 loss_class_dn_4: 0.05345 loss_bbox_dn_4: 0.1381 loss_giou_dn_4: 0.3611 time: 1.1152 data_time: 0.1088 lr: 0.0001 max_mem: 43217M [05/20 14:45:29 d2.utils.events]: eta: 1 day, 23:55:41 iter: 69499 total_loss: 9.068 loss_class: 0.2491 loss_bbox: 0.1077 loss_giou: 0.3735 loss_class_0: 0.2783 loss_bbox_0: 0.1178 loss_giou_0: 0.3931 loss_class_1: 0.2605 loss_bbox_1: 0.1135 loss_giou_1: 0.3827 loss_class_2: 0.2528 loss_bbox_2: 0.1103 loss_giou_2: 0.3806 loss_class_3: 0.25 loss_bbox_3: 0.1089 loss_giou_3: 0.3766 loss_class_4: 0.2486 loss_bbox_4: 0.108 loss_giou_4: 0.3752 loss_class_enc: 0.29 loss_bbox_enc: 0.1273 loss_giou_enc: 0.4149 loss_class_dn: 0.05159 loss_bbox_dn: 0.1383 loss_giou_dn: 0.3617 loss_class_dn_0: 0.1033 loss_bbox_dn_0: 0.2253 loss_giou_dn_0: 0.5069 loss_class_dn_1: 0.07242 loss_bbox_dn_1: 0.1665 loss_giou_dn_1: 0.4052 loss_class_dn_2: 0.05989 loss_bbox_dn_2: 0.1458 loss_giou_dn_2: 0.3721 loss_class_dn_3: 0.05556 loss_bbox_dn_3: 0.1403 loss_giou_dn_3: 0.3631 loss_class_dn_4: 0.05242 loss_bbox_dn_4: 0.1385 loss_giou_dn_4: 0.3618 time: 1.1152 data_time: 0.1018 lr: 0.0001 max_mem: 43217M [05/20 14:46:25 d2.utils.events]: eta: 1 day, 23:54:45 iter: 69549 total_loss: 9.332 loss_class: 0.2511 loss_bbox: 0.1127 loss_giou: 0.3773 loss_class_0: 0.2829 loss_bbox_0: 0.1222 loss_giou_0: 0.3999 loss_class_1: 0.2647 loss_bbox_1: 0.1161 loss_giou_1: 0.3888 loss_class_2: 0.258 loss_bbox_2: 0.1144 loss_giou_2: 0.3825 loss_class_3: 0.256 loss_bbox_3: 0.1119 loss_giou_3: 0.3783 loss_class_4: 0.2526 loss_bbox_4: 0.1119 loss_giou_4: 0.3769 loss_class_enc: 0.2962 loss_bbox_enc: 0.1345 loss_giou_enc: 0.4274 loss_class_dn: 0.05081 loss_bbox_dn: 0.1518 loss_giou_dn: 0.3729 loss_class_dn_0: 0.09982 loss_bbox_dn_0: 0.2328 loss_giou_dn_0: 0.522 loss_class_dn_1: 0.06989 loss_bbox_dn_1: 0.1767 loss_giou_dn_1: 0.413 loss_class_dn_2: 0.05881 loss_bbox_dn_2: 0.1571 loss_giou_dn_2: 0.3841 loss_class_dn_3: 0.05455 loss_bbox_dn_3: 0.153 loss_giou_dn_3: 0.3747 loss_class_dn_4: 0.05192 loss_bbox_dn_4: 0.1518 loss_giou_dn_4: 0.3727 time: 1.1152 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/20 14:47:22 d2.utils.events]: eta: 1 day, 23:53:50 iter: 69599 total_loss: 9.02 loss_class: 0.2439 loss_bbox: 0.1056 loss_giou: 0.3731 loss_class_0: 0.2764 loss_bbox_0: 0.1189 loss_giou_0: 0.3924 loss_class_1: 0.2599 loss_bbox_1: 0.112 loss_giou_1: 0.3832 loss_class_2: 0.2516 loss_bbox_2: 0.1069 loss_giou_2: 0.3774 loss_class_3: 0.2472 loss_bbox_3: 0.1065 loss_giou_3: 0.3737 loss_class_4: 0.2444 loss_bbox_4: 0.1062 loss_giou_4: 0.3721 loss_class_enc: 0.291 loss_bbox_enc: 0.1298 loss_giou_enc: 0.4204 loss_class_dn: 0.04935 loss_bbox_dn: 0.1421 loss_giou_dn: 0.362 loss_class_dn_0: 0.101 loss_bbox_dn_0: 0.2251 loss_giou_dn_0: 0.5132 loss_class_dn_1: 0.07072 loss_bbox_dn_1: 0.1657 loss_giou_dn_1: 0.4096 loss_class_dn_2: 0.0573 loss_bbox_dn_2: 0.148 loss_giou_dn_2: 0.3759 loss_class_dn_3: 0.05338 loss_bbox_dn_3: 0.1431 loss_giou_dn_3: 0.3643 loss_class_dn_4: 0.0505 loss_bbox_dn_4: 0.1421 loss_giou_dn_4: 0.3619 time: 1.1152 data_time: 0.1026 lr: 0.0001 max_mem: 43217M [05/20 14:48:18 d2.utils.events]: eta: 1 day, 23:52:29 iter: 69649 total_loss: 9.151 loss_class: 0.2508 loss_bbox: 0.1072 loss_giou: 0.3741 loss_class_0: 0.2783 loss_bbox_0: 0.1182 loss_giou_0: 0.3996 loss_class_1: 0.261 loss_bbox_1: 0.1137 loss_giou_1: 0.3898 loss_class_2: 0.2531 loss_bbox_2: 0.1101 loss_giou_2: 0.3797 loss_class_3: 0.2538 loss_bbox_3: 0.1073 loss_giou_3: 0.376 loss_class_4: 0.2499 loss_bbox_4: 0.107 loss_giou_4: 0.376 loss_class_enc: 0.292 loss_bbox_enc: 0.131 loss_giou_enc: 0.4213 loss_class_dn: 0.05278 loss_bbox_dn: 0.1353 loss_giou_dn: 0.3655 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2158 loss_giou_dn_0: 0.5128 loss_class_dn_1: 0.07237 loss_bbox_dn_1: 0.1577 loss_giou_dn_1: 0.4054 loss_class_dn_2: 0.06206 loss_bbox_dn_2: 0.1405 loss_giou_dn_2: 0.377 loss_class_dn_3: 0.05833 loss_bbox_dn_3: 0.1363 loss_giou_dn_3: 0.367 loss_class_dn_4: 0.05461 loss_bbox_dn_4: 0.1353 loss_giou_dn_4: 0.3652 time: 1.1153 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 14:49:15 d2.utils.events]: eta: 1 day, 23:52:06 iter: 69699 total_loss: 9.182 loss_class: 0.2439 loss_bbox: 0.1123 loss_giou: 0.3758 loss_class_0: 0.2777 loss_bbox_0: 0.1224 loss_giou_0: 0.3957 loss_class_1: 0.2575 loss_bbox_1: 0.1163 loss_giou_1: 0.3871 loss_class_2: 0.249 loss_bbox_2: 0.1139 loss_giou_2: 0.381 loss_class_3: 0.2473 loss_bbox_3: 0.1127 loss_giou_3: 0.3781 loss_class_4: 0.2444 loss_bbox_4: 0.1124 loss_giou_4: 0.3755 loss_class_enc: 0.287 loss_bbox_enc: 0.1351 loss_giou_enc: 0.4199 loss_class_dn: 0.05233 loss_bbox_dn: 0.1471 loss_giou_dn: 0.3634 loss_class_dn_0: 0.1052 loss_bbox_dn_0: 0.2306 loss_giou_dn_0: 0.5174 loss_class_dn_1: 0.07473 loss_bbox_dn_1: 0.1736 loss_giou_dn_1: 0.4076 loss_class_dn_2: 0.06121 loss_bbox_dn_2: 0.1531 loss_giou_dn_2: 0.3752 loss_class_dn_3: 0.05762 loss_bbox_dn_3: 0.1489 loss_giou_dn_3: 0.3656 loss_class_dn_4: 0.05378 loss_bbox_dn_4: 0.1471 loss_giou_dn_4: 0.3632 time: 1.1153 data_time: 0.1050 lr: 0.0001 max_mem: 43217M [05/20 14:50:12 d2.utils.events]: eta: 1 day, 23:50:44 iter: 69749 total_loss: 9.209 loss_class: 0.2453 loss_bbox: 0.1064 loss_giou: 0.3837 loss_class_0: 0.2768 loss_bbox_0: 0.1183 loss_giou_0: 0.4036 loss_class_1: 0.2615 loss_bbox_1: 0.1133 loss_giou_1: 0.3949 loss_class_2: 0.2515 loss_bbox_2: 0.1093 loss_giou_2: 0.3869 loss_class_3: 0.2483 loss_bbox_3: 0.1067 loss_giou_3: 0.3835 loss_class_4: 0.2462 loss_bbox_4: 0.1063 loss_giou_4: 0.3817 loss_class_enc: 0.2886 loss_bbox_enc: 0.1298 loss_giou_enc: 0.4289 loss_class_dn: 0.04946 loss_bbox_dn: 0.1423 loss_giou_dn: 0.3688 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2201 loss_giou_dn_0: 0.5116 loss_class_dn_1: 0.07345 loss_bbox_dn_1: 0.161 loss_giou_dn_1: 0.4077 loss_class_dn_2: 0.06142 loss_bbox_dn_2: 0.1462 loss_giou_dn_2: 0.38 loss_class_dn_3: 0.05608 loss_bbox_dn_3: 0.1434 loss_giou_dn_3: 0.3705 loss_class_dn_4: 0.05095 loss_bbox_dn_4: 0.1423 loss_giou_dn_4: 0.3688 time: 1.1153 data_time: 0.0943 lr: 0.0001 max_mem: 43217M [05/20 14:51:08 d2.utils.events]: eta: 1 day, 23:49:22 iter: 69799 total_loss: 8.984 loss_class: 0.2428 loss_bbox: 0.1094 loss_giou: 0.3672 loss_class_0: 0.2751 loss_bbox_0: 0.1176 loss_giou_0: 0.3857 loss_class_1: 0.2567 loss_bbox_1: 0.1144 loss_giou_1: 0.377 loss_class_2: 0.2504 loss_bbox_2: 0.1103 loss_giou_2: 0.3699 loss_class_3: 0.2474 loss_bbox_3: 0.1098 loss_giou_3: 0.3671 loss_class_4: 0.2438 loss_bbox_4: 0.1088 loss_giou_4: 0.3661 loss_class_enc: 0.289 loss_bbox_enc: 0.1286 loss_giou_enc: 0.4106 loss_class_dn: 0.04827 loss_bbox_dn: 0.1443 loss_giou_dn: 0.3599 loss_class_dn_0: 0.09964 loss_bbox_dn_0: 0.2258 loss_giou_dn_0: 0.5101 loss_class_dn_1: 0.07008 loss_bbox_dn_1: 0.1692 loss_giou_dn_1: 0.4003 loss_class_dn_2: 0.05769 loss_bbox_dn_2: 0.1499 loss_giou_dn_2: 0.3715 loss_class_dn_3: 0.05307 loss_bbox_dn_3: 0.1459 loss_giou_dn_3: 0.3619 loss_class_dn_4: 0.04998 loss_bbox_dn_4: 0.1443 loss_giou_dn_4: 0.3597 time: 1.1153 data_time: 0.0965 lr: 0.0001 max_mem: 43217M [05/20 14:52:05 d2.utils.events]: eta: 1 day, 23:47:51 iter: 69849 total_loss: 9.166 loss_class: 0.2473 loss_bbox: 0.1075 loss_giou: 0.3721 loss_class_0: 0.2774 loss_bbox_0: 0.119 loss_giou_0: 0.401 loss_class_1: 0.2632 loss_bbox_1: 0.1125 loss_giou_1: 0.3844 loss_class_2: 0.2509 loss_bbox_2: 0.1103 loss_giou_2: 0.3802 loss_class_3: 0.2515 loss_bbox_3: 0.1071 loss_giou_3: 0.3731 loss_class_4: 0.2476 loss_bbox_4: 0.1071 loss_giou_4: 0.3729 loss_class_enc: 0.2907 loss_bbox_enc: 0.1328 loss_giou_enc: 0.4301 loss_class_dn: 0.04884 loss_bbox_dn: 0.1434 loss_giou_dn: 0.3712 loss_class_dn_0: 0.1018 loss_bbox_dn_0: 0.2292 loss_giou_dn_0: 0.5229 loss_class_dn_1: 0.07098 loss_bbox_dn_1: 0.1682 loss_giou_dn_1: 0.4184 loss_class_dn_2: 0.05766 loss_bbox_dn_2: 0.1496 loss_giou_dn_2: 0.3847 loss_class_dn_3: 0.05286 loss_bbox_dn_3: 0.1445 loss_giou_dn_3: 0.374 loss_class_dn_4: 0.04968 loss_bbox_dn_4: 0.1435 loss_giou_dn_4: 0.3713 time: 1.1153 data_time: 0.1041 lr: 0.0001 max_mem: 43217M [05/20 14:53:01 d2.utils.events]: eta: 1 day, 23:47:21 iter: 69899 total_loss: 9.129 loss_class: 0.2437 loss_bbox: 0.1097 loss_giou: 0.3691 loss_class_0: 0.2743 loss_bbox_0: 0.122 loss_giou_0: 0.3917 loss_class_1: 0.2574 loss_bbox_1: 0.1173 loss_giou_1: 0.3788 loss_class_2: 0.2513 loss_bbox_2: 0.113 loss_giou_2: 0.3723 loss_class_3: 0.2471 loss_bbox_3: 0.11 loss_giou_3: 0.3685 loss_class_4: 0.2447 loss_bbox_4: 0.1098 loss_giou_4: 0.369 loss_class_enc: 0.2868 loss_bbox_enc: 0.1337 loss_giou_enc: 0.4173 loss_class_dn: 0.05171 loss_bbox_dn: 0.1465 loss_giou_dn: 0.3576 loss_class_dn_0: 0.1043 loss_bbox_dn_0: 0.2268 loss_giou_dn_0: 0.5062 loss_class_dn_1: 0.07421 loss_bbox_dn_1: 0.1687 loss_giou_dn_1: 0.3991 loss_class_dn_2: 0.06032 loss_bbox_dn_2: 0.1533 loss_giou_dn_2: 0.3676 loss_class_dn_3: 0.0558 loss_bbox_dn_3: 0.1474 loss_giou_dn_3: 0.3592 loss_class_dn_4: 0.05259 loss_bbox_dn_4: 0.1464 loss_giou_dn_4: 0.3574 time: 1.1153 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 14:53:57 d2.utils.events]: eta: 1 day, 23:46:15 iter: 69949 total_loss: 9.298 loss_class: 0.2522 loss_bbox: 0.1091 loss_giou: 0.3828 loss_class_0: 0.2819 loss_bbox_0: 0.1209 loss_giou_0: 0.4074 loss_class_1: 0.2661 loss_bbox_1: 0.1142 loss_giou_1: 0.3955 loss_class_2: 0.2585 loss_bbox_2: 0.1113 loss_giou_2: 0.3873 loss_class_3: 0.2539 loss_bbox_3: 0.1095 loss_giou_3: 0.3848 loss_class_4: 0.2521 loss_bbox_4: 0.1085 loss_giou_4: 0.3817 loss_class_enc: 0.2955 loss_bbox_enc: 0.1326 loss_giou_enc: 0.4349 loss_class_dn: 0.05123 loss_bbox_dn: 0.1426 loss_giou_dn: 0.3723 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.225 loss_giou_dn_0: 0.5233 loss_class_dn_1: 0.07322 loss_bbox_dn_1: 0.1657 loss_giou_dn_1: 0.4138 loss_class_dn_2: 0.0603 loss_bbox_dn_2: 0.1484 loss_giou_dn_2: 0.3837 loss_class_dn_3: 0.05612 loss_bbox_dn_3: 0.1438 loss_giou_dn_3: 0.3738 loss_class_dn_4: 0.05168 loss_bbox_dn_4: 0.1426 loss_giou_dn_4: 0.3722 time: 1.1153 data_time: 0.1046 lr: 0.0001 max_mem: 43217M [05/20 14:54:53 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0069999.pth [05/20 14:55:05 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/20 14:55:19 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/20 14:55:22 d2.data.common]: Serialized dataset takes 894.47 MiB [05/20 14:55:24 d2.evaluation.evaluator]: Start inference on 313 batches [05/20 14:56:10 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0126 s/iter. Inference: 0.0953 s/iter. Eval: 0.0004 s/iter. Total: 0.1084 s/iter. ETA=0:00:32 [05/20 14:56:16 d2.evaluation.evaluator]: Inference done 55/313. Dataloading: 0.0179 s/iter. Inference: 0.0952 s/iter. Eval: 0.0008 s/iter. Total: 0.1140 s/iter. ETA=0:00:29 [05/20 14:56:21 d2.evaluation.evaluator]: Inference done 100/313. Dataloading: 0.0180 s/iter. Inference: 0.0943 s/iter. Eval: 0.0007 s/iter. Total: 0.1131 s/iter. ETA=0:00:24 [05/20 14:56:26 d2.evaluation.evaluator]: Inference done 147/313. Dataloading: 0.0171 s/iter. Inference: 0.0929 s/iter. Eval: 0.0007 s/iter. Total: 0.1109 s/iter. ETA=0:00:18 [05/20 14:56:31 d2.evaluation.evaluator]: Inference done 210/313. Dataloading: 0.0135 s/iter. Inference: 0.0870 s/iter. Eval: 0.0006 s/iter. Total: 0.1012 s/iter. ETA=0:00:10 [05/20 14:56:36 d2.evaluation.evaluator]: Inference done 282/313. Dataloading: 0.0113 s/iter. Inference: 0.0812 s/iter. Eval: 0.0006 s/iter. Total: 0.0932 s/iter. ETA=0:00:02 [05/20 14:56:38 d2.evaluation.evaluator]: Total inference time: 0:00:28.593050 (0.092835 s / iter per device, on 16 devices) [05/20 14:56:38 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:24 (0.079584 s / iter per device, on 16 devices) [05/20 14:56:52 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/20 14:56:52 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/20 14:57:01 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=5.33s) creating index... index created! [05/20 14:57:07 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/20 14:57:31 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 24.14 seconds. [05/20 14:57:31 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/20 14:57:35 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.13 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.752 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.845 [05/20 14:57:35 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.059 | 59.926 | 48.028 | 31.134 | 47.916 | 54.678 | [05/20 14:57:35 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 60.298 | bicycle | 32.247 | car | 48.755 | | motorcycle | 40.477 | airplane | 73.040 | bus | 72.729 | | train | 69.566 | truck | 31.395 | boat | 31.577 | | traffic light | 31.273 | fire hydrant | 72.708 | stop sign | 59.406 | | parking meter | 14.334 | bench | 29.063 | bird | 41.612 | | cat | 75.270 | dog | 69.142 | horse | 63.634 | | sheep | 50.040 | cow | 61.884 | elephant | 70.913 | | bear | 73.623 | zebra | 70.370 | giraffe | 72.894 | | backpack | 18.631 | umbrella | 45.352 | handbag | 15.486 | | tie | 43.474 | suitcase | 40.567 | frisbee | 70.327 | | skis | 27.798 | snowboard | 41.209 | sports ball | 46.043 | | kite | 38.735 | baseball bat | 36.124 | baseball glove | 44.662 | | skateboard | 54.156 | surfboard | 45.241 | tennis racket | 49.081 | | bottle | 42.117 | wine glass | 45.628 | cup | 51.608 | | fork | 43.433 | knife | 22.096 | spoon | 22.360 | | bowl | 46.368 | banana | 24.765 | apple | 19.454 | | sandwich | 36.357 | orange | 29.509 | broccoli | 18.765 | | carrot | 17.875 | hot dog | 32.660 | pizza | 59.751 | | donut | 46.191 | cake | 43.880 | chair | 33.100 | | couch | 48.939 | potted plant | 28.305 | bed | 40.920 | | dining table | 27.240 | toilet | 61.810 | tv | 60.355 | | laptop | 70.937 | mouse | 69.099 | remote | 26.054 | | keyboard | 50.294 | cell phone | 43.855 | microwave | 65.895 | | oven | 13.600 | toaster | 37.149 | sink | 35.676 | | refrigerator | 63.598 | book | 8.783 | clock | 46.736 | | vase | 33.817 | scissors | 30.523 | teddy bear | 52.268 | | hair drier | 7.577 | toothbrush | 32.264 | | | [05/20 14:57:36 d2.evaluation.testing]: copypaste: Task: bbox [05/20 14:57:36 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/20 14:57:36 d2.evaluation.testing]: copypaste: 44.0593,59.9262,48.0281,31.1336,47.9164,54.6778 [05/20 14:57:36 d2.utils.events]: eta: 1 day, 23:42:16 iter: 69999 total_loss: 9.152 loss_class: 0.247 loss_bbox: 0.1105 loss_giou: 0.375 loss_class_0: 0.2795 loss_bbox_0: 0.1217 loss_giou_0: 0.3994 loss_class_1: 0.2637 loss_bbox_1: 0.1146 loss_giou_1: 0.3855 loss_class_2: 0.2544 loss_bbox_2: 0.1118 loss_giou_2: 0.3798 loss_class_3: 0.2532 loss_bbox_3: 0.1112 loss_giou_3: 0.3748 loss_class_4: 0.2471 loss_bbox_4: 0.111 loss_giou_4: 0.376 loss_class_enc: 0.2914 loss_bbox_enc: 0.1325 loss_giou_enc: 0.4277 loss_class_dn: 0.05321 loss_bbox_dn: 0.1403 loss_giou_dn: 0.3639 loss_class_dn_0: 0.1048 loss_bbox_dn_0: 0.2172 loss_giou_dn_0: 0.5122 loss_class_dn_1: 0.0731 loss_bbox_dn_1: 0.1611 loss_giou_dn_1: 0.4105 loss_class_dn_2: 0.06069 loss_bbox_dn_2: 0.145 loss_giou_dn_2: 0.3784 loss_class_dn_3: 0.05677 loss_bbox_dn_3: 0.1411 loss_giou_dn_3: 0.3675 loss_class_dn_4: 0.05371 loss_bbox_dn_4: 0.1404 loss_giou_dn_4: 0.3639 time: 1.1153 data_time: 0.1001 lr: 0.0001 max_mem: 43217M [05/20 14:58:33 d2.utils.events]: eta: 1 day, 23:40:31 iter: 70049 total_loss: 8.893 loss_class: 0.2412 loss_bbox: 0.1088 loss_giou: 0.3711 loss_class_0: 0.272 loss_bbox_0: 0.1189 loss_giou_0: 0.3947 loss_class_1: 0.2578 loss_bbox_1: 0.1136 loss_giou_1: 0.3806 loss_class_2: 0.2484 loss_bbox_2: 0.1109 loss_giou_2: 0.3746 loss_class_3: 0.2459 loss_bbox_3: 0.1093 loss_giou_3: 0.3699 loss_class_4: 0.243 loss_bbox_4: 0.1086 loss_giou_4: 0.3698 loss_class_enc: 0.2874 loss_bbox_enc: 0.1293 loss_giou_enc: 0.416 loss_class_dn: 0.04976 loss_bbox_dn: 0.1419 loss_giou_dn: 0.3601 loss_class_dn_0: 0.1022 loss_bbox_dn_0: 0.2188 loss_giou_dn_0: 0.5112 loss_class_dn_1: 0.07127 loss_bbox_dn_1: 0.1634 loss_giou_dn_1: 0.4042 loss_class_dn_2: 0.05959 loss_bbox_dn_2: 0.1468 loss_giou_dn_2: 0.3732 loss_class_dn_3: 0.05484 loss_bbox_dn_3: 0.1434 loss_giou_dn_3: 0.3629 loss_class_dn_4: 0.05092 loss_bbox_dn_4: 0.1421 loss_giou_dn_4: 0.3602 time: 1.1153 data_time: 0.1012 lr: 0.0001 max_mem: 43217M [05/20 14:59:30 d2.utils.events]: eta: 1 day, 23:39:36 iter: 70099 total_loss: 8.954 loss_class: 0.2456 loss_bbox: 0.1087 loss_giou: 0.364 loss_class_0: 0.2766 loss_bbox_0: 0.1218 loss_giou_0: 0.3888 loss_class_1: 0.2638 loss_bbox_1: 0.1152 loss_giou_1: 0.3738 loss_class_2: 0.253 loss_bbox_2: 0.1123 loss_giou_2: 0.3673 loss_class_3: 0.2496 loss_bbox_3: 0.1097 loss_giou_3: 0.3657 loss_class_4: 0.2469 loss_bbox_4: 0.1081 loss_giou_4: 0.3637 loss_class_enc: 0.2918 loss_bbox_enc: 0.1338 loss_giou_enc: 0.4184 loss_class_dn: 0.05317 loss_bbox_dn: 0.1422 loss_giou_dn: 0.3527 loss_class_dn_0: 0.1056 loss_bbox_dn_0: 0.2317 loss_giou_dn_0: 0.5052 loss_class_dn_1: 0.07654 loss_bbox_dn_1: 0.1664 loss_giou_dn_1: 0.3934 loss_class_dn_2: 0.06291 loss_bbox_dn_2: 0.1475 loss_giou_dn_2: 0.3627 loss_class_dn_3: 0.05851 loss_bbox_dn_3: 0.1432 loss_giou_dn_3: 0.3541 loss_class_dn_4: 0.05441 loss_bbox_dn_4: 0.1422 loss_giou_dn_4: 0.3523 time: 1.1153 data_time: 0.0996 lr: 0.0001 max_mem: 43217M [05/20 15:00:26 d2.utils.events]: eta: 1 day, 23:37:07 iter: 70149 total_loss: 9.216 loss_class: 0.2485 loss_bbox: 0.1112 loss_giou: 0.3812 loss_class_0: 0.2792 loss_bbox_0: 0.1224 loss_giou_0: 0.4027 loss_class_1: 0.2622 loss_bbox_1: 0.1156 loss_giou_1: 0.3913 loss_class_2: 0.2536 loss_bbox_2: 0.1135 loss_giou_2: 0.3849 loss_class_3: 0.2534 loss_bbox_3: 0.1117 loss_giou_3: 0.3799 loss_class_4: 0.2497 loss_bbox_4: 0.1118 loss_giou_4: 0.3807 loss_class_enc: 0.2899 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4253 loss_class_dn: 0.04994 loss_bbox_dn: 0.1477 loss_giou_dn: 0.3695 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2335 loss_giou_dn_0: 0.5203 loss_class_dn_1: 0.07559 loss_bbox_dn_1: 0.1695 loss_giou_dn_1: 0.4127 loss_class_dn_2: 0.06093 loss_bbox_dn_2: 0.1524 loss_giou_dn_2: 0.3799 loss_class_dn_3: 0.05637 loss_bbox_dn_3: 0.1484 loss_giou_dn_3: 0.3715 loss_class_dn_4: 0.05155 loss_bbox_dn_4: 0.1478 loss_giou_dn_4: 0.3695 time: 1.1153 data_time: 0.0945 lr: 0.0001 max_mem: 43217M [05/20 15:01:21 d2.utils.events]: eta: 1 day, 23:35:46 iter: 70199 total_loss: 9.153 loss_class: 0.2443 loss_bbox: 0.1108 loss_giou: 0.3828 loss_class_0: 0.2771 loss_bbox_0: 0.1198 loss_giou_0: 0.3999 loss_class_1: 0.2604 loss_bbox_1: 0.1151 loss_giou_1: 0.3879 loss_class_2: 0.2513 loss_bbox_2: 0.1127 loss_giou_2: 0.3864 loss_class_3: 0.247 loss_bbox_3: 0.1111 loss_giou_3: 0.3841 loss_class_4: 0.2448 loss_bbox_4: 0.1105 loss_giou_4: 0.3833 loss_class_enc: 0.2883 loss_bbox_enc: 0.1302 loss_giou_enc: 0.4279 loss_class_dn: 0.05279 loss_bbox_dn: 0.1453 loss_giou_dn: 0.3664 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2279 loss_giou_dn_0: 0.5188 loss_class_dn_1: 0.07482 loss_bbox_dn_1: 0.1709 loss_giou_dn_1: 0.4121 loss_class_dn_2: 0.06165 loss_bbox_dn_2: 0.15 loss_giou_dn_2: 0.3789 loss_class_dn_3: 0.05763 loss_bbox_dn_3: 0.1462 loss_giou_dn_3: 0.3692 loss_class_dn_4: 0.05337 loss_bbox_dn_4: 0.1454 loss_giou_dn_4: 0.3662 time: 1.1153 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 15:02:17 d2.utils.events]: eta: 1 day, 23:33:59 iter: 70249 total_loss: 9.13 loss_class: 0.2473 loss_bbox: 0.1077 loss_giou: 0.3752 loss_class_0: 0.2806 loss_bbox_0: 0.1202 loss_giou_0: 0.4025 loss_class_1: 0.2626 loss_bbox_1: 0.1138 loss_giou_1: 0.3881 loss_class_2: 0.2534 loss_bbox_2: 0.1124 loss_giou_2: 0.3824 loss_class_3: 0.2525 loss_bbox_3: 0.1089 loss_giou_3: 0.3776 loss_class_4: 0.2482 loss_bbox_4: 0.1084 loss_giou_4: 0.3762 loss_class_enc: 0.2871 loss_bbox_enc: 0.1364 loss_giou_enc: 0.4284 loss_class_dn: 0.05399 loss_bbox_dn: 0.1451 loss_giou_dn: 0.3652 loss_class_dn_0: 0.107 loss_bbox_dn_0: 0.2247 loss_giou_dn_0: 0.5145 loss_class_dn_1: 0.07817 loss_bbox_dn_1: 0.1659 loss_giou_dn_1: 0.4066 loss_class_dn_2: 0.06495 loss_bbox_dn_2: 0.15 loss_giou_dn_2: 0.3767 loss_class_dn_3: 0.0599 loss_bbox_dn_3: 0.1463 loss_giou_dn_3: 0.3663 loss_class_dn_4: 0.05553 loss_bbox_dn_4: 0.1452 loss_giou_dn_4: 0.365 time: 1.1153 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 15:03:13 d2.utils.events]: eta: 1 day, 23:33:55 iter: 70299 total_loss: 9.217 loss_class: 0.2485 loss_bbox: 0.1101 loss_giou: 0.3936 loss_class_0: 0.2734 loss_bbox_0: 0.121 loss_giou_0: 0.4145 loss_class_1: 0.2596 loss_bbox_1: 0.1171 loss_giou_1: 0.4058 loss_class_2: 0.2525 loss_bbox_2: 0.1115 loss_giou_2: 0.399 loss_class_3: 0.2506 loss_bbox_3: 0.1087 loss_giou_3: 0.3945 loss_class_4: 0.249 loss_bbox_4: 0.1097 loss_giou_4: 0.3936 loss_class_enc: 0.2868 loss_bbox_enc: 0.1331 loss_giou_enc: 0.4416 loss_class_dn: 0.05219 loss_bbox_dn: 0.1424 loss_giou_dn: 0.3704 loss_class_dn_0: 0.1031 loss_bbox_dn_0: 0.2214 loss_giou_dn_0: 0.5281 loss_class_dn_1: 0.07306 loss_bbox_dn_1: 0.1653 loss_giou_dn_1: 0.4159 loss_class_dn_2: 0.06336 loss_bbox_dn_2: 0.1475 loss_giou_dn_2: 0.3818 loss_class_dn_3: 0.05741 loss_bbox_dn_3: 0.1431 loss_giou_dn_3: 0.3726 loss_class_dn_4: 0.05316 loss_bbox_dn_4: 0.1425 loss_giou_dn_4: 0.3706 time: 1.1153 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 15:04:11 d2.utils.events]: eta: 1 day, 23:33:40 iter: 70349 total_loss: 9.244 loss_class: 0.2495 loss_bbox: 0.1093 loss_giou: 0.3842 loss_class_0: 0.2802 loss_bbox_0: 0.1186 loss_giou_0: 0.4044 loss_class_1: 0.2647 loss_bbox_1: 0.1138 loss_giou_1: 0.3956 loss_class_2: 0.2562 loss_bbox_2: 0.1107 loss_giou_2: 0.3897 loss_class_3: 0.2546 loss_bbox_3: 0.109 loss_giou_3: 0.3869 loss_class_4: 0.2508 loss_bbox_4: 0.1093 loss_giou_4: 0.3862 loss_class_enc: 0.2897 loss_bbox_enc: 0.1314 loss_giou_enc: 0.4343 loss_class_dn: 0.05026 loss_bbox_dn: 0.1423 loss_giou_dn: 0.374 loss_class_dn_0: 0.1018 loss_bbox_dn_0: 0.222 loss_giou_dn_0: 0.5277 loss_class_dn_1: 0.07179 loss_bbox_dn_1: 0.1647 loss_giou_dn_1: 0.4177 loss_class_dn_2: 0.05981 loss_bbox_dn_2: 0.1467 loss_giou_dn_2: 0.3842 loss_class_dn_3: 0.05533 loss_bbox_dn_3: 0.1435 loss_giou_dn_3: 0.376 loss_class_dn_4: 0.05209 loss_bbox_dn_4: 0.1424 loss_giou_dn_4: 0.3739 time: 1.1153 data_time: 0.1052 lr: 0.0001 max_mem: 43217M [05/20 15:05:07 d2.utils.events]: eta: 1 day, 23:28:49 iter: 70399 total_loss: 9.091 loss_class: 0.2477 loss_bbox: 0.1102 loss_giou: 0.3664 loss_class_0: 0.2797 loss_bbox_0: 0.1201 loss_giou_0: 0.3852 loss_class_1: 0.2599 loss_bbox_1: 0.1152 loss_giou_1: 0.3764 loss_class_2: 0.2527 loss_bbox_2: 0.1119 loss_giou_2: 0.373 loss_class_3: 0.2508 loss_bbox_3: 0.1103 loss_giou_3: 0.3689 loss_class_4: 0.2491 loss_bbox_4: 0.1096 loss_giou_4: 0.3662 loss_class_enc: 0.2904 loss_bbox_enc: 0.1333 loss_giou_enc: 0.4151 loss_class_dn: 0.05124 loss_bbox_dn: 0.1433 loss_giou_dn: 0.3655 loss_class_dn_0: 0.1012 loss_bbox_dn_0: 0.2286 loss_giou_dn_0: 0.5103 loss_class_dn_1: 0.07151 loss_bbox_dn_1: 0.1685 loss_giou_dn_1: 0.4052 loss_class_dn_2: 0.05981 loss_bbox_dn_2: 0.1488 loss_giou_dn_2: 0.3759 loss_class_dn_3: 0.05611 loss_bbox_dn_3: 0.1445 loss_giou_dn_3: 0.3677 loss_class_dn_4: 0.0521 loss_bbox_dn_4: 0.1434 loss_giou_dn_4: 0.3656 time: 1.1153 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 15:06:04 d2.utils.events]: eta: 1 day, 23:27:19 iter: 70449 total_loss: 9.12 loss_class: 0.2495 loss_bbox: 0.1085 loss_giou: 0.3802 loss_class_0: 0.2798 loss_bbox_0: 0.1197 loss_giou_0: 0.4031 loss_class_1: 0.2643 loss_bbox_1: 0.1143 loss_giou_1: 0.3946 loss_class_2: 0.2569 loss_bbox_2: 0.1108 loss_giou_2: 0.3876 loss_class_3: 0.2548 loss_bbox_3: 0.1094 loss_giou_3: 0.3832 loss_class_4: 0.2516 loss_bbox_4: 0.109 loss_giou_4: 0.3809 loss_class_enc: 0.2898 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4265 loss_class_dn: 0.05323 loss_bbox_dn: 0.1397 loss_giou_dn: 0.3684 loss_class_dn_0: 0.1076 loss_bbox_dn_0: 0.2167 loss_giou_dn_0: 0.5153 loss_class_dn_1: 0.0747 loss_bbox_dn_1: 0.1597 loss_giou_dn_1: 0.4109 loss_class_dn_2: 0.06277 loss_bbox_dn_2: 0.145 loss_giou_dn_2: 0.3796 loss_class_dn_3: 0.05851 loss_bbox_dn_3: 0.141 loss_giou_dn_3: 0.3705 loss_class_dn_4: 0.0545 loss_bbox_dn_4: 0.1396 loss_giou_dn_4: 0.3686 time: 1.1153 data_time: 0.0984 lr: 0.0001 max_mem: 43217M [05/20 15:06:59 d2.utils.events]: eta: 1 day, 23:27:22 iter: 70499 total_loss: 9.053 loss_class: 0.2432 loss_bbox: 0.1124 loss_giou: 0.3771 loss_class_0: 0.2695 loss_bbox_0: 0.123 loss_giou_0: 0.4 loss_class_1: 0.2574 loss_bbox_1: 0.1183 loss_giou_1: 0.388 loss_class_2: 0.2479 loss_bbox_2: 0.1142 loss_giou_2: 0.3832 loss_class_3: 0.2473 loss_bbox_3: 0.1118 loss_giou_3: 0.3776 loss_class_4: 0.2442 loss_bbox_4: 0.1124 loss_giou_4: 0.3769 loss_class_enc: 0.2862 loss_bbox_enc: 0.1341 loss_giou_enc: 0.4262 loss_class_dn: 0.05249 loss_bbox_dn: 0.1442 loss_giou_dn: 0.363 loss_class_dn_0: 0.1036 loss_bbox_dn_0: 0.2322 loss_giou_dn_0: 0.5158 loss_class_dn_1: 0.07429 loss_bbox_dn_1: 0.1712 loss_giou_dn_1: 0.4062 loss_class_dn_2: 0.06126 loss_bbox_dn_2: 0.1521 loss_giou_dn_2: 0.3741 loss_class_dn_3: 0.05622 loss_bbox_dn_3: 0.1464 loss_giou_dn_3: 0.3654 loss_class_dn_4: 0.05369 loss_bbox_dn_4: 0.1442 loss_giou_dn_4: 0.3628 time: 1.1153 data_time: 0.1055 lr: 0.0001 max_mem: 43217M [05/20 15:07:56 d2.utils.events]: eta: 1 day, 23:27:05 iter: 70549 total_loss: 9.185 loss_class: 0.2524 loss_bbox: 0.1042 loss_giou: 0.3777 loss_class_0: 0.2832 loss_bbox_0: 0.1168 loss_giou_0: 0.4032 loss_class_1: 0.2675 loss_bbox_1: 0.1118 loss_giou_1: 0.3927 loss_class_2: 0.259 loss_bbox_2: 0.107 loss_giou_2: 0.3818 loss_class_3: 0.2577 loss_bbox_3: 0.1051 loss_giou_3: 0.3794 loss_class_4: 0.254 loss_bbox_4: 0.1052 loss_giou_4: 0.3782 loss_class_enc: 0.294 loss_bbox_enc: 0.1287 loss_giou_enc: 0.4279 loss_class_dn: 0.05171 loss_bbox_dn: 0.1393 loss_giou_dn: 0.373 loss_class_dn_0: 0.1015 loss_bbox_dn_0: 0.2188 loss_giou_dn_0: 0.5214 loss_class_dn_1: 0.07229 loss_bbox_dn_1: 0.1624 loss_giou_dn_1: 0.4155 loss_class_dn_2: 0.06074 loss_bbox_dn_2: 0.1444 loss_giou_dn_2: 0.3858 loss_class_dn_3: 0.05599 loss_bbox_dn_3: 0.1408 loss_giou_dn_3: 0.3752 loss_class_dn_4: 0.05294 loss_bbox_dn_4: 0.1394 loss_giou_dn_4: 0.373 time: 1.1153 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 15:08:52 d2.utils.events]: eta: 1 day, 23:25:01 iter: 70599 total_loss: 8.951 loss_class: 0.2399 loss_bbox: 0.1053 loss_giou: 0.3772 loss_class_0: 0.2708 loss_bbox_0: 0.1181 loss_giou_0: 0.4072 loss_class_1: 0.2563 loss_bbox_1: 0.1119 loss_giou_1: 0.3884 loss_class_2: 0.2468 loss_bbox_2: 0.1075 loss_giou_2: 0.3846 loss_class_3: 0.2454 loss_bbox_3: 0.1061 loss_giou_3: 0.38 loss_class_4: 0.2411 loss_bbox_4: 0.1044 loss_giou_4: 0.3777 loss_class_enc: 0.2868 loss_bbox_enc: 0.1262 loss_giou_enc: 0.431 loss_class_dn: 0.04646 loss_bbox_dn: 0.1318 loss_giou_dn: 0.3652 loss_class_dn_0: 0.09871 loss_bbox_dn_0: 0.211 loss_giou_dn_0: 0.509 loss_class_dn_1: 0.06783 loss_bbox_dn_1: 0.1531 loss_giou_dn_1: 0.4028 loss_class_dn_2: 0.05385 loss_bbox_dn_2: 0.1358 loss_giou_dn_2: 0.3771 loss_class_dn_3: 0.05015 loss_bbox_dn_3: 0.1327 loss_giou_dn_3: 0.3674 loss_class_dn_4: 0.04765 loss_bbox_dn_4: 0.1318 loss_giou_dn_4: 0.3652 time: 1.1153 data_time: 0.1110 lr: 0.0001 max_mem: 43217M [05/20 15:09:48 d2.utils.events]: eta: 1 day, 23:23:18 iter: 70649 total_loss: 8.976 loss_class: 0.247 loss_bbox: 0.107 loss_giou: 0.3739 loss_class_0: 0.2841 loss_bbox_0: 0.1194 loss_giou_0: 0.3974 loss_class_1: 0.2643 loss_bbox_1: 0.1135 loss_giou_1: 0.3853 loss_class_2: 0.2548 loss_bbox_2: 0.1099 loss_giou_2: 0.3802 loss_class_3: 0.2547 loss_bbox_3: 0.108 loss_giou_3: 0.3753 loss_class_4: 0.2501 loss_bbox_4: 0.1073 loss_giou_4: 0.3741 loss_class_enc: 0.2969 loss_bbox_enc: 0.1301 loss_giou_enc: 0.4157 loss_class_dn: 0.05265 loss_bbox_dn: 0.1379 loss_giou_dn: 0.3577 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2212 loss_giou_dn_0: 0.507 loss_class_dn_1: 0.07576 loss_bbox_dn_1: 0.1612 loss_giou_dn_1: 0.4036 loss_class_dn_2: 0.06301 loss_bbox_dn_2: 0.1443 loss_giou_dn_2: 0.3702 loss_class_dn_3: 0.05979 loss_bbox_dn_3: 0.1394 loss_giou_dn_3: 0.3597 loss_class_dn_4: 0.05503 loss_bbox_dn_4: 0.138 loss_giou_dn_4: 0.3576 time: 1.1153 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 15:10:45 d2.utils.events]: eta: 1 day, 23:22:03 iter: 70699 total_loss: 9.032 loss_class: 0.2445 loss_bbox: 0.1056 loss_giou: 0.3676 loss_class_0: 0.2749 loss_bbox_0: 0.1193 loss_giou_0: 0.3937 loss_class_1: 0.2586 loss_bbox_1: 0.1134 loss_giou_1: 0.38 loss_class_2: 0.2509 loss_bbox_2: 0.1086 loss_giou_2: 0.3731 loss_class_3: 0.2492 loss_bbox_3: 0.106 loss_giou_3: 0.3692 loss_class_4: 0.2464 loss_bbox_4: 0.1056 loss_giou_4: 0.3682 loss_class_enc: 0.286 loss_bbox_enc: 0.1305 loss_giou_enc: 0.4186 loss_class_dn: 0.04854 loss_bbox_dn: 0.1439 loss_giou_dn: 0.3605 loss_class_dn_0: 0.1011 loss_bbox_dn_0: 0.2239 loss_giou_dn_0: 0.5101 loss_class_dn_1: 0.07091 loss_bbox_dn_1: 0.1647 loss_giou_dn_1: 0.4038 loss_class_dn_2: 0.05793 loss_bbox_dn_2: 0.149 loss_giou_dn_2: 0.3726 loss_class_dn_3: 0.05317 loss_bbox_dn_3: 0.1453 loss_giou_dn_3: 0.3628 loss_class_dn_4: 0.04994 loss_bbox_dn_4: 0.144 loss_giou_dn_4: 0.3604 time: 1.1153 data_time: 0.1000 lr: 0.0001 max_mem: 43217M [05/20 15:11:41 d2.utils.events]: eta: 1 day, 23:21:04 iter: 70749 total_loss: 9.228 loss_class: 0.2426 loss_bbox: 0.1104 loss_giou: 0.3753 loss_class_0: 0.2742 loss_bbox_0: 0.1221 loss_giou_0: 0.399 loss_class_1: 0.2563 loss_bbox_1: 0.1151 loss_giou_1: 0.3848 loss_class_2: 0.2481 loss_bbox_2: 0.1125 loss_giou_2: 0.3801 loss_class_3: 0.245 loss_bbox_3: 0.1102 loss_giou_3: 0.3758 loss_class_4: 0.2432 loss_bbox_4: 0.1106 loss_giou_4: 0.375 loss_class_enc: 0.2859 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4267 loss_class_dn: 0.04745 loss_bbox_dn: 0.1432 loss_giou_dn: 0.3637 loss_class_dn_0: 0.09932 loss_bbox_dn_0: 0.2287 loss_giou_dn_0: 0.5166 loss_class_dn_1: 0.07095 loss_bbox_dn_1: 0.1675 loss_giou_dn_1: 0.4088 loss_class_dn_2: 0.05811 loss_bbox_dn_2: 0.1489 loss_giou_dn_2: 0.375 loss_class_dn_3: 0.05378 loss_bbox_dn_3: 0.1441 loss_giou_dn_3: 0.3659 loss_class_dn_4: 0.04944 loss_bbox_dn_4: 0.1433 loss_giou_dn_4: 0.3635 time: 1.1153 data_time: 0.0973 lr: 0.0001 max_mem: 43217M [05/20 15:12:38 d2.utils.events]: eta: 1 day, 23:19:26 iter: 70799 total_loss: 9.398 loss_class: 0.2526 loss_bbox: 0.1124 loss_giou: 0.3815 loss_class_0: 0.2857 loss_bbox_0: 0.1246 loss_giou_0: 0.4047 loss_class_1: 0.266 loss_bbox_1: 0.1189 loss_giou_1: 0.3918 loss_class_2: 0.2577 loss_bbox_2: 0.115 loss_giou_2: 0.3861 loss_class_3: 0.2554 loss_bbox_3: 0.1128 loss_giou_3: 0.3846 loss_class_4: 0.2531 loss_bbox_4: 0.1124 loss_giou_4: 0.3816 loss_class_enc: 0.296 loss_bbox_enc: 0.1381 loss_giou_enc: 0.4321 loss_class_dn: 0.0543 loss_bbox_dn: 0.1489 loss_giou_dn: 0.3699 loss_class_dn_0: 0.1054 loss_bbox_dn_0: 0.2346 loss_giou_dn_0: 0.5217 loss_class_dn_1: 0.07486 loss_bbox_dn_1: 0.1684 loss_giou_dn_1: 0.4135 loss_class_dn_2: 0.06172 loss_bbox_dn_2: 0.1538 loss_giou_dn_2: 0.3805 loss_class_dn_3: 0.05768 loss_bbox_dn_3: 0.1504 loss_giou_dn_3: 0.3717 loss_class_dn_4: 0.05441 loss_bbox_dn_4: 0.149 loss_giou_dn_4: 0.3697 time: 1.1153 data_time: 0.1039 lr: 0.0001 max_mem: 43217M [05/20 15:13:34 d2.utils.events]: eta: 1 day, 23:18:03 iter: 70849 total_loss: 9.311 loss_class: 0.2499 loss_bbox: 0.1117 loss_giou: 0.3822 loss_class_0: 0.2809 loss_bbox_0: 0.1201 loss_giou_0: 0.4003 loss_class_1: 0.2629 loss_bbox_1: 0.1169 loss_giou_1: 0.3917 loss_class_2: 0.257 loss_bbox_2: 0.1124 loss_giou_2: 0.3861 loss_class_3: 0.2536 loss_bbox_3: 0.1111 loss_giou_3: 0.3829 loss_class_4: 0.2512 loss_bbox_4: 0.1112 loss_giou_4: 0.3829 loss_class_enc: 0.2935 loss_bbox_enc: 0.1315 loss_giou_enc: 0.4288 loss_class_dn: 0.05185 loss_bbox_dn: 0.1427 loss_giou_dn: 0.3695 loss_class_dn_0: 0.1044 loss_bbox_dn_0: 0.2303 loss_giou_dn_0: 0.517 loss_class_dn_1: 0.07321 loss_bbox_dn_1: 0.1678 loss_giou_dn_1: 0.4127 loss_class_dn_2: 0.0612 loss_bbox_dn_2: 0.149 loss_giou_dn_2: 0.3812 loss_class_dn_3: 0.05628 loss_bbox_dn_3: 0.1442 loss_giou_dn_3: 0.3723 loss_class_dn_4: 0.05329 loss_bbox_dn_4: 0.1428 loss_giou_dn_4: 0.3695 time: 1.1153 data_time: 0.1031 lr: 0.0001 max_mem: 43217M [05/20 15:14:29 d2.utils.events]: eta: 1 day, 23:15:48 iter: 70899 total_loss: 9.037 loss_class: 0.2478 loss_bbox: 0.1094 loss_giou: 0.3862 loss_class_0: 0.2771 loss_bbox_0: 0.1199 loss_giou_0: 0.4058 loss_class_1: 0.261 loss_bbox_1: 0.1137 loss_giou_1: 0.3967 loss_class_2: 0.252 loss_bbox_2: 0.1115 loss_giou_2: 0.3899 loss_class_3: 0.2494 loss_bbox_3: 0.1097 loss_giou_3: 0.3867 loss_class_4: 0.248 loss_bbox_4: 0.1093 loss_giou_4: 0.3859 loss_class_enc: 0.2885 loss_bbox_enc: 0.1322 loss_giou_enc: 0.4262 loss_class_dn: 0.05025 loss_bbox_dn: 0.1363 loss_giou_dn: 0.3603 loss_class_dn_0: 0.1034 loss_bbox_dn_0: 0.2143 loss_giou_dn_0: 0.5117 loss_class_dn_1: 0.07298 loss_bbox_dn_1: 0.1597 loss_giou_dn_1: 0.4026 loss_class_dn_2: 0.05959 loss_bbox_dn_2: 0.141 loss_giou_dn_2: 0.3719 loss_class_dn_3: 0.05521 loss_bbox_dn_3: 0.1373 loss_giou_dn_3: 0.3629 loss_class_dn_4: 0.05145 loss_bbox_dn_4: 0.1363 loss_giou_dn_4: 0.3604 time: 1.1153 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 15:15:26 d2.utils.events]: eta: 1 day, 23:11:49 iter: 70949 total_loss: 9.153 loss_class: 0.2517 loss_bbox: 0.1084 loss_giou: 0.373 loss_class_0: 0.2793 loss_bbox_0: 0.1228 loss_giou_0: 0.3972 loss_class_1: 0.2631 loss_bbox_1: 0.1145 loss_giou_1: 0.383 loss_class_2: 0.2573 loss_bbox_2: 0.1125 loss_giou_2: 0.3772 loss_class_3: 0.2557 loss_bbox_3: 0.1095 loss_giou_3: 0.3748 loss_class_4: 0.2527 loss_bbox_4: 0.1087 loss_giou_4: 0.3737 loss_class_enc: 0.2909 loss_bbox_enc: 0.1326 loss_giou_enc: 0.4204 loss_class_dn: 0.05385 loss_bbox_dn: 0.1489 loss_giou_dn: 0.3627 loss_class_dn_0: 0.1053 loss_bbox_dn_0: 0.2397 loss_giou_dn_0: 0.5124 loss_class_dn_1: 0.07499 loss_bbox_dn_1: 0.1724 loss_giou_dn_1: 0.405 loss_class_dn_2: 0.06273 loss_bbox_dn_2: 0.1551 loss_giou_dn_2: 0.3754 loss_class_dn_3: 0.05868 loss_bbox_dn_3: 0.1508 loss_giou_dn_3: 0.365 loss_class_dn_4: 0.05483 loss_bbox_dn_4: 0.1489 loss_giou_dn_4: 0.3625 time: 1.1153 data_time: 0.1054 lr: 0.0001 max_mem: 43217M [05/20 15:16:22 d2.utils.events]: eta: 1 day, 23:10:54 iter: 70999 total_loss: 8.999 loss_class: 0.2429 loss_bbox: 0.1086 loss_giou: 0.368 loss_class_0: 0.2705 loss_bbox_0: 0.1185 loss_giou_0: 0.3918 loss_class_1: 0.2556 loss_bbox_1: 0.1143 loss_giou_1: 0.3807 loss_class_2: 0.2478 loss_bbox_2: 0.1098 loss_giou_2: 0.3747 loss_class_3: 0.245 loss_bbox_3: 0.1089 loss_giou_3: 0.3692 loss_class_4: 0.2422 loss_bbox_4: 0.108 loss_giou_4: 0.3663 loss_class_enc: 0.2862 loss_bbox_enc: 0.1343 loss_giou_enc: 0.414 loss_class_dn: 0.05265 loss_bbox_dn: 0.1426 loss_giou_dn: 0.3526 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.2258 loss_giou_dn_0: 0.5048 loss_class_dn_1: 0.07294 loss_bbox_dn_1: 0.1663 loss_giou_dn_1: 0.3949 loss_class_dn_2: 0.06028 loss_bbox_dn_2: 0.1482 loss_giou_dn_2: 0.3656 loss_class_dn_3: 0.05671 loss_bbox_dn_3: 0.1442 loss_giou_dn_3: 0.3549 loss_class_dn_4: 0.05317 loss_bbox_dn_4: 0.1427 loss_giou_dn_4: 0.3525 time: 1.1153 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 15:17:18 d2.utils.events]: eta: 1 day, 23:09:37 iter: 71049 total_loss: 9.292 loss_class: 0.2541 loss_bbox: 0.1101 loss_giou: 0.3771 loss_class_0: 0.2864 loss_bbox_0: 0.1223 loss_giou_0: 0.3992 loss_class_1: 0.2715 loss_bbox_1: 0.1163 loss_giou_1: 0.3893 loss_class_2: 0.2607 loss_bbox_2: 0.1136 loss_giou_2: 0.3839 loss_class_3: 0.259 loss_bbox_3: 0.1104 loss_giou_3: 0.3775 loss_class_4: 0.2562 loss_bbox_4: 0.1103 loss_giou_4: 0.3773 loss_class_enc: 0.2968 loss_bbox_enc: 0.1325 loss_giou_enc: 0.4253 loss_class_dn: 0.05381 loss_bbox_dn: 0.1437 loss_giou_dn: 0.3621 loss_class_dn_0: 0.1066 loss_bbox_dn_0: 0.228 loss_giou_dn_0: 0.5117 loss_class_dn_1: 0.0778 loss_bbox_dn_1: 0.1673 loss_giou_dn_1: 0.4035 loss_class_dn_2: 0.06378 loss_bbox_dn_2: 0.1483 loss_giou_dn_2: 0.3736 loss_class_dn_3: 0.05867 loss_bbox_dn_3: 0.1442 loss_giou_dn_3: 0.3639 loss_class_dn_4: 0.05466 loss_bbox_dn_4: 0.1438 loss_giou_dn_4: 0.362 time: 1.1153 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 15:18:15 d2.utils.events]: eta: 1 day, 23:08:47 iter: 71099 total_loss: 9.197 loss_class: 0.2461 loss_bbox: 0.1128 loss_giou: 0.3811 loss_class_0: 0.2793 loss_bbox_0: 0.1233 loss_giou_0: 0.4001 loss_class_1: 0.2613 loss_bbox_1: 0.1185 loss_giou_1: 0.3888 loss_class_2: 0.2541 loss_bbox_2: 0.1155 loss_giou_2: 0.3841 loss_class_3: 0.2507 loss_bbox_3: 0.1131 loss_giou_3: 0.3817 loss_class_4: 0.2468 loss_bbox_4: 0.1125 loss_giou_4: 0.3818 loss_class_enc: 0.29 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4276 loss_class_dn: 0.05149 loss_bbox_dn: 0.1434 loss_giou_dn: 0.3664 loss_class_dn_0: 0.1045 loss_bbox_dn_0: 0.2302 loss_giou_dn_0: 0.5164 loss_class_dn_1: 0.0736 loss_bbox_dn_1: 0.17 loss_giou_dn_1: 0.4069 loss_class_dn_2: 0.06051 loss_bbox_dn_2: 0.1495 loss_giou_dn_2: 0.3768 loss_class_dn_3: 0.05608 loss_bbox_dn_3: 0.1449 loss_giou_dn_3: 0.3687 loss_class_dn_4: 0.05276 loss_bbox_dn_4: 0.1433 loss_giou_dn_4: 0.3659 time: 1.1153 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 15:19:10 d2.utils.events]: eta: 1 day, 23:06:36 iter: 71149 total_loss: 9.221 loss_class: 0.2569 loss_bbox: 0.1106 loss_giou: 0.3659 loss_class_0: 0.2853 loss_bbox_0: 0.1215 loss_giou_0: 0.3908 loss_class_1: 0.2694 loss_bbox_1: 0.1181 loss_giou_1: 0.3805 loss_class_2: 0.2624 loss_bbox_2: 0.1128 loss_giou_2: 0.3715 loss_class_3: 0.2596 loss_bbox_3: 0.111 loss_giou_3: 0.3686 loss_class_4: 0.2584 loss_bbox_4: 0.1109 loss_giou_4: 0.3667 loss_class_enc: 0.2998 loss_bbox_enc: 0.1368 loss_giou_enc: 0.4187 loss_class_dn: 0.05211 loss_bbox_dn: 0.1478 loss_giou_dn: 0.3667 loss_class_dn_0: 0.1079 loss_bbox_dn_0: 0.2345 loss_giou_dn_0: 0.52 loss_class_dn_1: 0.07484 loss_bbox_dn_1: 0.1719 loss_giou_dn_1: 0.4084 loss_class_dn_2: 0.06122 loss_bbox_dn_2: 0.1541 loss_giou_dn_2: 0.3762 loss_class_dn_3: 0.0566 loss_bbox_dn_3: 0.1494 loss_giou_dn_3: 0.3687 loss_class_dn_4: 0.05286 loss_bbox_dn_4: 0.1478 loss_giou_dn_4: 0.3667 time: 1.1153 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 15:20:07 d2.utils.events]: eta: 1 day, 23:07:53 iter: 71199 total_loss: 8.929 loss_class: 0.2419 loss_bbox: 0.1084 loss_giou: 0.3676 loss_class_0: 0.2739 loss_bbox_0: 0.1204 loss_giou_0: 0.386 loss_class_1: 0.2554 loss_bbox_1: 0.1152 loss_giou_1: 0.3777 loss_class_2: 0.2467 loss_bbox_2: 0.1118 loss_giou_2: 0.3719 loss_class_3: 0.2461 loss_bbox_3: 0.1105 loss_giou_3: 0.3678 loss_class_4: 0.2434 loss_bbox_4: 0.1081 loss_giou_4: 0.3664 loss_class_enc: 0.2885 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4119 loss_class_dn: 0.0516 loss_bbox_dn: 0.1477 loss_giou_dn: 0.3545 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2306 loss_giou_dn_0: 0.4973 loss_class_dn_1: 0.07304 loss_bbox_dn_1: 0.1677 loss_giou_dn_1: 0.3953 loss_class_dn_2: 0.05933 loss_bbox_dn_2: 0.1519 loss_giou_dn_2: 0.3646 loss_class_dn_3: 0.05566 loss_bbox_dn_3: 0.1489 loss_giou_dn_3: 0.356 loss_class_dn_4: 0.05258 loss_bbox_dn_4: 0.1478 loss_giou_dn_4: 0.3545 time: 1.1153 data_time: 0.0981 lr: 0.0001 max_mem: 43217M [05/20 15:21:03 d2.utils.events]: eta: 1 day, 23:07:21 iter: 71249 total_loss: 9.099 loss_class: 0.2446 loss_bbox: 0.1122 loss_giou: 0.365 loss_class_0: 0.2742 loss_bbox_0: 0.124 loss_giou_0: 0.3887 loss_class_1: 0.2598 loss_bbox_1: 0.116 loss_giou_1: 0.3755 loss_class_2: 0.2498 loss_bbox_2: 0.1142 loss_giou_2: 0.3708 loss_class_3: 0.249 loss_bbox_3: 0.1119 loss_giou_3: 0.3676 loss_class_4: 0.2463 loss_bbox_4: 0.1125 loss_giou_4: 0.3651 loss_class_enc: 0.2872 loss_bbox_enc: 0.1353 loss_giou_enc: 0.4138 loss_class_dn: 0.04864 loss_bbox_dn: 0.1473 loss_giou_dn: 0.3586 loss_class_dn_0: 0.1026 loss_bbox_dn_0: 0.2335 loss_giou_dn_0: 0.5099 loss_class_dn_1: 0.07137 loss_bbox_dn_1: 0.1711 loss_giou_dn_1: 0.4014 loss_class_dn_2: 0.0585 loss_bbox_dn_2: 0.1516 loss_giou_dn_2: 0.3701 loss_class_dn_3: 0.0543 loss_bbox_dn_3: 0.148 loss_giou_dn_3: 0.3608 loss_class_dn_4: 0.05038 loss_bbox_dn_4: 0.1474 loss_giou_dn_4: 0.3586 time: 1.1153 data_time: 0.0940 lr: 0.0001 max_mem: 43217M [05/20 15:22:00 d2.utils.events]: eta: 1 day, 23:09:28 iter: 71299 total_loss: 8.973 loss_class: 0.237 loss_bbox: 0.1084 loss_giou: 0.3678 loss_class_0: 0.2705 loss_bbox_0: 0.1174 loss_giou_0: 0.387 loss_class_1: 0.2522 loss_bbox_1: 0.114 loss_giou_1: 0.3779 loss_class_2: 0.2442 loss_bbox_2: 0.1089 loss_giou_2: 0.3701 loss_class_3: 0.242 loss_bbox_3: 0.1086 loss_giou_3: 0.3697 loss_class_4: 0.2376 loss_bbox_4: 0.1082 loss_giou_4: 0.369 loss_class_enc: 0.2833 loss_bbox_enc: 0.1311 loss_giou_enc: 0.4171 loss_class_dn: 0.04825 loss_bbox_dn: 0.1383 loss_giou_dn: 0.3594 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2191 loss_giou_dn_0: 0.5075 loss_class_dn_1: 0.07155 loss_bbox_dn_1: 0.1581 loss_giou_dn_1: 0.4041 loss_class_dn_2: 0.05834 loss_bbox_dn_2: 0.1432 loss_giou_dn_2: 0.3723 loss_class_dn_3: 0.05323 loss_bbox_dn_3: 0.1395 loss_giou_dn_3: 0.3625 loss_class_dn_4: 0.04991 loss_bbox_dn_4: 0.1383 loss_giou_dn_4: 0.3593 time: 1.1154 data_time: 0.0938 lr: 0.0001 max_mem: 43217M [05/20 15:22:57 d2.utils.events]: eta: 1 day, 23:08:29 iter: 71349 total_loss: 9.013 loss_class: 0.2454 loss_bbox: 0.1072 loss_giou: 0.3721 loss_class_0: 0.2777 loss_bbox_0: 0.1161 loss_giou_0: 0.394 loss_class_1: 0.2592 loss_bbox_1: 0.1137 loss_giou_1: 0.3849 loss_class_2: 0.2517 loss_bbox_2: 0.1091 loss_giou_2: 0.3765 loss_class_3: 0.2494 loss_bbox_3: 0.1082 loss_giou_3: 0.3744 loss_class_4: 0.2458 loss_bbox_4: 0.1074 loss_giou_4: 0.3724 loss_class_enc: 0.2901 loss_bbox_enc: 0.1268 loss_giou_enc: 0.4175 loss_class_dn: 0.05088 loss_bbox_dn: 0.1444 loss_giou_dn: 0.3604 loss_class_dn_0: 0.1005 loss_bbox_dn_0: 0.2216 loss_giou_dn_0: 0.5081 loss_class_dn_1: 0.07127 loss_bbox_dn_1: 0.1622 loss_giou_dn_1: 0.4028 loss_class_dn_2: 0.05971 loss_bbox_dn_2: 0.1482 loss_giou_dn_2: 0.3713 loss_class_dn_3: 0.05467 loss_bbox_dn_3: 0.1449 loss_giou_dn_3: 0.3627 loss_class_dn_4: 0.05193 loss_bbox_dn_4: 0.1443 loss_giou_dn_4: 0.3603 time: 1.1154 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 15:23:53 d2.utils.events]: eta: 1 day, 23:09:53 iter: 71399 total_loss: 9.12 loss_class: 0.2465 loss_bbox: 0.106 loss_giou: 0.3682 loss_class_0: 0.2775 loss_bbox_0: 0.1208 loss_giou_0: 0.3941 loss_class_1: 0.2609 loss_bbox_1: 0.1145 loss_giou_1: 0.3849 loss_class_2: 0.2533 loss_bbox_2: 0.1079 loss_giou_2: 0.3733 loss_class_3: 0.2488 loss_bbox_3: 0.1064 loss_giou_3: 0.3701 loss_class_4: 0.2472 loss_bbox_4: 0.1057 loss_giou_4: 0.368 loss_class_enc: 0.2883 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4191 loss_class_dn: 0.05054 loss_bbox_dn: 0.1429 loss_giou_dn: 0.3625 loss_class_dn_0: 0.09967 loss_bbox_dn_0: 0.2291 loss_giou_dn_0: 0.5176 loss_class_dn_1: 0.07008 loss_bbox_dn_1: 0.1682 loss_giou_dn_1: 0.4092 loss_class_dn_2: 0.05896 loss_bbox_dn_2: 0.1488 loss_giou_dn_2: 0.3741 loss_class_dn_3: 0.05488 loss_bbox_dn_3: 0.1446 loss_giou_dn_3: 0.3657 loss_class_dn_4: 0.05174 loss_bbox_dn_4: 0.1429 loss_giou_dn_4: 0.3625 time: 1.1154 data_time: 0.0916 lr: 0.0001 max_mem: 43217M [05/20 15:24:51 d2.utils.events]: eta: 1 day, 23:08:36 iter: 71449 total_loss: 9.015 loss_class: 0.2421 loss_bbox: 0.109 loss_giou: 0.37 loss_class_0: 0.2742 loss_bbox_0: 0.1188 loss_giou_0: 0.3899 loss_class_1: 0.2575 loss_bbox_1: 0.1152 loss_giou_1: 0.3812 loss_class_2: 0.2488 loss_bbox_2: 0.1111 loss_giou_2: 0.3736 loss_class_3: 0.2467 loss_bbox_3: 0.1091 loss_giou_3: 0.3717 loss_class_4: 0.2434 loss_bbox_4: 0.1095 loss_giou_4: 0.3697 loss_class_enc: 0.2888 loss_bbox_enc: 0.1293 loss_giou_enc: 0.4185 loss_class_dn: 0.05015 loss_bbox_dn: 0.1415 loss_giou_dn: 0.3611 loss_class_dn_0: 0.1019 loss_bbox_dn_0: 0.2249 loss_giou_dn_0: 0.5107 loss_class_dn_1: 0.06967 loss_bbox_dn_1: 0.164 loss_giou_dn_1: 0.4019 loss_class_dn_2: 0.05748 loss_bbox_dn_2: 0.1462 loss_giou_dn_2: 0.3733 loss_class_dn_3: 0.05316 loss_bbox_dn_3: 0.1423 loss_giou_dn_3: 0.3636 loss_class_dn_4: 0.05086 loss_bbox_dn_4: 0.1415 loss_giou_dn_4: 0.3611 time: 1.1154 data_time: 0.1074 lr: 0.0001 max_mem: 43217M [05/20 15:25:47 d2.utils.events]: eta: 1 day, 23:08:07 iter: 71499 total_loss: 9.058 loss_class: 0.2419 loss_bbox: 0.1096 loss_giou: 0.3617 loss_class_0: 0.2788 loss_bbox_0: 0.1226 loss_giou_0: 0.3846 loss_class_1: 0.2583 loss_bbox_1: 0.1157 loss_giou_1: 0.3743 loss_class_2: 0.2481 loss_bbox_2: 0.1134 loss_giou_2: 0.3694 loss_class_3: 0.2449 loss_bbox_3: 0.1109 loss_giou_3: 0.365 loss_class_4: 0.2429 loss_bbox_4: 0.1096 loss_giou_4: 0.3616 loss_class_enc: 0.2883 loss_bbox_enc: 0.136 loss_giou_enc: 0.412 loss_class_dn: 0.04841 loss_bbox_dn: 0.1489 loss_giou_dn: 0.3566 loss_class_dn_0: 0.1001 loss_bbox_dn_0: 0.2308 loss_giou_dn_0: 0.5002 loss_class_dn_1: 0.07052 loss_bbox_dn_1: 0.1742 loss_giou_dn_1: 0.398 loss_class_dn_2: 0.05674 loss_bbox_dn_2: 0.1547 loss_giou_dn_2: 0.3675 loss_class_dn_3: 0.05237 loss_bbox_dn_3: 0.1505 loss_giou_dn_3: 0.3576 loss_class_dn_4: 0.04939 loss_bbox_dn_4: 0.149 loss_giou_dn_4: 0.3565 time: 1.1154 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 15:26:43 d2.utils.events]: eta: 1 day, 23:05:22 iter: 71549 total_loss: 8.97 loss_class: 0.2444 loss_bbox: 0.1099 loss_giou: 0.3698 loss_class_0: 0.2767 loss_bbox_0: 0.1206 loss_giou_0: 0.3873 loss_class_1: 0.2602 loss_bbox_1: 0.1141 loss_giou_1: 0.3778 loss_class_2: 0.2517 loss_bbox_2: 0.1123 loss_giou_2: 0.3732 loss_class_3: 0.2493 loss_bbox_3: 0.1094 loss_giou_3: 0.3693 loss_class_4: 0.2461 loss_bbox_4: 0.1097 loss_giou_4: 0.3692 loss_class_enc: 0.2879 loss_bbox_enc: 0.1345 loss_giou_enc: 0.4115 loss_class_dn: 0.05197 loss_bbox_dn: 0.1393 loss_giou_dn: 0.3477 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2231 loss_giou_dn_0: 0.5065 loss_class_dn_1: 0.07514 loss_bbox_dn_1: 0.162 loss_giou_dn_1: 0.3927 loss_class_dn_2: 0.06086 loss_bbox_dn_2: 0.1445 loss_giou_dn_2: 0.3601 loss_class_dn_3: 0.05617 loss_bbox_dn_3: 0.1406 loss_giou_dn_3: 0.3497 loss_class_dn_4: 0.05298 loss_bbox_dn_4: 0.1393 loss_giou_dn_4: 0.3475 time: 1.1154 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 15:27:40 d2.utils.events]: eta: 1 day, 23:06:37 iter: 71599 total_loss: 8.913 loss_class: 0.2415 loss_bbox: 0.1028 loss_giou: 0.3705 loss_class_0: 0.2718 loss_bbox_0: 0.1169 loss_giou_0: 0.3967 loss_class_1: 0.256 loss_bbox_1: 0.1089 loss_giou_1: 0.3835 loss_class_2: 0.2492 loss_bbox_2: 0.1065 loss_giou_2: 0.3756 loss_class_3: 0.2451 loss_bbox_3: 0.1044 loss_giou_3: 0.371 loss_class_4: 0.2421 loss_bbox_4: 0.1032 loss_giou_4: 0.3708 loss_class_enc: 0.2849 loss_bbox_enc: 0.1288 loss_giou_enc: 0.4246 loss_class_dn: 0.05017 loss_bbox_dn: 0.14 loss_giou_dn: 0.3578 loss_class_dn_0: 0.1009 loss_bbox_dn_0: 0.2237 loss_giou_dn_0: 0.514 loss_class_dn_1: 0.06915 loss_bbox_dn_1: 0.1647 loss_giou_dn_1: 0.4032 loss_class_dn_2: 0.05723 loss_bbox_dn_2: 0.1457 loss_giou_dn_2: 0.3697 loss_class_dn_3: 0.05396 loss_bbox_dn_3: 0.1412 loss_giou_dn_3: 0.3602 loss_class_dn_4: 0.05068 loss_bbox_dn_4: 0.14 loss_giou_dn_4: 0.3579 time: 1.1154 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 15:28:37 d2.utils.events]: eta: 1 day, 23:06:08 iter: 71649 total_loss: 8.992 loss_class: 0.2462 loss_bbox: 0.1091 loss_giou: 0.3715 loss_class_0: 0.2756 loss_bbox_0: 0.1202 loss_giou_0: 0.3924 loss_class_1: 0.2598 loss_bbox_1: 0.114 loss_giou_1: 0.3837 loss_class_2: 0.2531 loss_bbox_2: 0.1109 loss_giou_2: 0.3766 loss_class_3: 0.2492 loss_bbox_3: 0.1089 loss_giou_3: 0.3722 loss_class_4: 0.2478 loss_bbox_4: 0.109 loss_giou_4: 0.3709 loss_class_enc: 0.286 loss_bbox_enc: 0.1331 loss_giou_enc: 0.4183 loss_class_dn: 0.04984 loss_bbox_dn: 0.1354 loss_giou_dn: 0.3586 loss_class_dn_0: 0.1018 loss_bbox_dn_0: 0.2208 loss_giou_dn_0: 0.5026 loss_class_dn_1: 0.07219 loss_bbox_dn_1: 0.1593 loss_giou_dn_1: 0.3967 loss_class_dn_2: 0.05865 loss_bbox_dn_2: 0.1414 loss_giou_dn_2: 0.368 loss_class_dn_3: 0.05486 loss_bbox_dn_3: 0.1368 loss_giou_dn_3: 0.3601 loss_class_dn_4: 0.05077 loss_bbox_dn_4: 0.1356 loss_giou_dn_4: 0.3587 time: 1.1154 data_time: 0.1030 lr: 0.0001 max_mem: 43217M [05/20 15:29:33 d2.utils.events]: eta: 1 day, 23:04:46 iter: 71699 total_loss: 9.039 loss_class: 0.245 loss_bbox: 0.1087 loss_giou: 0.373 loss_class_0: 0.2761 loss_bbox_0: 0.1225 loss_giou_0: 0.3913 loss_class_1: 0.2586 loss_bbox_1: 0.1163 loss_giou_1: 0.3802 loss_class_2: 0.2514 loss_bbox_2: 0.1119 loss_giou_2: 0.3767 loss_class_3: 0.2491 loss_bbox_3: 0.1107 loss_giou_3: 0.3736 loss_class_4: 0.246 loss_bbox_4: 0.109 loss_giou_4: 0.372 loss_class_enc: 0.29 loss_bbox_enc: 0.1375 loss_giou_enc: 0.4182 loss_class_dn: 0.05111 loss_bbox_dn: 0.1517 loss_giou_dn: 0.3582 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2402 loss_giou_dn_0: 0.5121 loss_class_dn_1: 0.07309 loss_bbox_dn_1: 0.1764 loss_giou_dn_1: 0.401 loss_class_dn_2: 0.06064 loss_bbox_dn_2: 0.1578 loss_giou_dn_2: 0.3711 loss_class_dn_3: 0.05626 loss_bbox_dn_3: 0.1529 loss_giou_dn_3: 0.3614 loss_class_dn_4: 0.05252 loss_bbox_dn_4: 0.1518 loss_giou_dn_4: 0.3582 time: 1.1154 data_time: 0.0994 lr: 0.0001 max_mem: 43217M [05/20 15:30:30 d2.utils.events]: eta: 1 day, 23:03:58 iter: 71749 total_loss: 8.948 loss_class: 0.2447 loss_bbox: 0.1069 loss_giou: 0.37 loss_class_0: 0.2746 loss_bbox_0: 0.1186 loss_giou_0: 0.3873 loss_class_1: 0.259 loss_bbox_1: 0.1118 loss_giou_1: 0.3793 loss_class_2: 0.2502 loss_bbox_2: 0.1093 loss_giou_2: 0.3755 loss_class_3: 0.2479 loss_bbox_3: 0.1086 loss_giou_3: 0.3727 loss_class_4: 0.2464 loss_bbox_4: 0.1083 loss_giou_4: 0.3709 loss_class_enc: 0.2844 loss_bbox_enc: 0.1298 loss_giou_enc: 0.4152 loss_class_dn: 0.0504 loss_bbox_dn: 0.1416 loss_giou_dn: 0.3565 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.2198 loss_giou_dn_0: 0.5069 loss_class_dn_1: 0.07194 loss_bbox_dn_1: 0.163 loss_giou_dn_1: 0.402 loss_class_dn_2: 0.05756 loss_bbox_dn_2: 0.1466 loss_giou_dn_2: 0.3687 loss_class_dn_3: 0.05361 loss_bbox_dn_3: 0.143 loss_giou_dn_3: 0.3586 loss_class_dn_4: 0.05151 loss_bbox_dn_4: 0.1416 loss_giou_dn_4: 0.3564 time: 1.1154 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 15:31:27 d2.utils.events]: eta: 1 day, 23:02:47 iter: 71799 total_loss: 8.999 loss_class: 0.2383 loss_bbox: 0.1082 loss_giou: 0.3693 loss_class_0: 0.2732 loss_bbox_0: 0.1218 loss_giou_0: 0.3918 loss_class_1: 0.2561 loss_bbox_1: 0.1151 loss_giou_1: 0.3834 loss_class_2: 0.2464 loss_bbox_2: 0.1109 loss_giou_2: 0.3774 loss_class_3: 0.2467 loss_bbox_3: 0.1086 loss_giou_3: 0.3738 loss_class_4: 0.2396 loss_bbox_4: 0.1082 loss_giou_4: 0.3704 loss_class_enc: 0.2857 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4112 loss_class_dn: 0.05075 loss_bbox_dn: 0.1421 loss_giou_dn: 0.3577 loss_class_dn_0: 0.1031 loss_bbox_dn_0: 0.2215 loss_giou_dn_0: 0.5055 loss_class_dn_1: 0.071 loss_bbox_dn_1: 0.1643 loss_giou_dn_1: 0.3999 loss_class_dn_2: 0.05986 loss_bbox_dn_2: 0.1466 loss_giou_dn_2: 0.3689 loss_class_dn_3: 0.0549 loss_bbox_dn_3: 0.1424 loss_giou_dn_3: 0.3602 loss_class_dn_4: 0.05171 loss_bbox_dn_4: 0.1422 loss_giou_dn_4: 0.3577 time: 1.1154 data_time: 0.0938 lr: 0.0001 max_mem: 43217M [05/20 15:32:23 d2.utils.events]: eta: 1 day, 23:01:52 iter: 71849 total_loss: 9.146 loss_class: 0.25 loss_bbox: 0.1114 loss_giou: 0.3642 loss_class_0: 0.2767 loss_bbox_0: 0.1231 loss_giou_0: 0.3899 loss_class_1: 0.2611 loss_bbox_1: 0.1184 loss_giou_1: 0.38 loss_class_2: 0.254 loss_bbox_2: 0.1134 loss_giou_2: 0.372 loss_class_3: 0.2526 loss_bbox_3: 0.1108 loss_giou_3: 0.3664 loss_class_4: 0.2491 loss_bbox_4: 0.1105 loss_giou_4: 0.3653 loss_class_enc: 0.2883 loss_bbox_enc: 0.1357 loss_giou_enc: 0.4153 loss_class_dn: 0.05247 loss_bbox_dn: 0.1471 loss_giou_dn: 0.3616 loss_class_dn_0: 0.1011 loss_bbox_dn_0: 0.2317 loss_giou_dn_0: 0.51 loss_class_dn_1: 0.07309 loss_bbox_dn_1: 0.1695 loss_giou_dn_1: 0.401 loss_class_dn_2: 0.06221 loss_bbox_dn_2: 0.1524 loss_giou_dn_2: 0.3721 loss_class_dn_3: 0.05725 loss_bbox_dn_3: 0.1485 loss_giou_dn_3: 0.3637 loss_class_dn_4: 0.05364 loss_bbox_dn_4: 0.147 loss_giou_dn_4: 0.3615 time: 1.1154 data_time: 0.1013 lr: 0.0001 max_mem: 43217M [05/20 15:33:19 d2.utils.events]: eta: 1 day, 22:59:02 iter: 71899 total_loss: 9.152 loss_class: 0.2486 loss_bbox: 0.1098 loss_giou: 0.3736 loss_class_0: 0.2805 loss_bbox_0: 0.1204 loss_giou_0: 0.3951 loss_class_1: 0.2637 loss_bbox_1: 0.1144 loss_giou_1: 0.387 loss_class_2: 0.255 loss_bbox_2: 0.1112 loss_giou_2: 0.38 loss_class_3: 0.2544 loss_bbox_3: 0.1103 loss_giou_3: 0.3771 loss_class_4: 0.2504 loss_bbox_4: 0.1101 loss_giou_4: 0.3746 loss_class_enc: 0.2923 loss_bbox_enc: 0.13 loss_giou_enc: 0.4195 loss_class_dn: 0.05221 loss_bbox_dn: 0.1409 loss_giou_dn: 0.365 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2209 loss_giou_dn_0: 0.5108 loss_class_dn_1: 0.07387 loss_bbox_dn_1: 0.1625 loss_giou_dn_1: 0.4079 loss_class_dn_2: 0.06114 loss_bbox_dn_2: 0.1451 loss_giou_dn_2: 0.3769 loss_class_dn_3: 0.05666 loss_bbox_dn_3: 0.1419 loss_giou_dn_3: 0.3675 loss_class_dn_4: 0.05341 loss_bbox_dn_4: 0.141 loss_giou_dn_4: 0.3651 time: 1.1154 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 15:34:15 d2.utils.events]: eta: 1 day, 23:00:01 iter: 71949 total_loss: 9.039 loss_class: 0.2458 loss_bbox: 0.1082 loss_giou: 0.3702 loss_class_0: 0.2847 loss_bbox_0: 0.1185 loss_giou_0: 0.3951 loss_class_1: 0.2667 loss_bbox_1: 0.1122 loss_giou_1: 0.3838 loss_class_2: 0.2526 loss_bbox_2: 0.1106 loss_giou_2: 0.3783 loss_class_3: 0.2502 loss_bbox_3: 0.1096 loss_giou_3: 0.3741 loss_class_4: 0.2471 loss_bbox_4: 0.1085 loss_giou_4: 0.3712 loss_class_enc: 0.2949 loss_bbox_enc: 0.1298 loss_giou_enc: 0.4197 loss_class_dn: 0.05263 loss_bbox_dn: 0.1352 loss_giou_dn: 0.3607 loss_class_dn_0: 0.1046 loss_bbox_dn_0: 0.2211 loss_giou_dn_0: 0.5072 loss_class_dn_1: 0.07371 loss_bbox_dn_1: 0.1614 loss_giou_dn_1: 0.4059 loss_class_dn_2: 0.06083 loss_bbox_dn_2: 0.1414 loss_giou_dn_2: 0.3726 loss_class_dn_3: 0.05651 loss_bbox_dn_3: 0.1371 loss_giou_dn_3: 0.363 loss_class_dn_4: 0.05371 loss_bbox_dn_4: 0.1354 loss_giou_dn_4: 0.3607 time: 1.1154 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 15:35:12 d2.utils.events]: eta: 1 day, 23:01:23 iter: 71999 total_loss: 9.046 loss_class: 0.2513 loss_bbox: 0.1041 loss_giou: 0.3658 loss_class_0: 0.2836 loss_bbox_0: 0.1173 loss_giou_0: 0.3885 loss_class_1: 0.2657 loss_bbox_1: 0.11 loss_giou_1: 0.3806 loss_class_2: 0.2589 loss_bbox_2: 0.1077 loss_giou_2: 0.3726 loss_class_3: 0.2556 loss_bbox_3: 0.1045 loss_giou_3: 0.3683 loss_class_4: 0.2517 loss_bbox_4: 0.1038 loss_giou_4: 0.3672 loss_class_enc: 0.2929 loss_bbox_enc: 0.1315 loss_giou_enc: 0.415 loss_class_dn: 0.0526 loss_bbox_dn: 0.142 loss_giou_dn: 0.352 loss_class_dn_0: 0.1052 loss_bbox_dn_0: 0.2243 loss_giou_dn_0: 0.5065 loss_class_dn_1: 0.07481 loss_bbox_dn_1: 0.1626 loss_giou_dn_1: 0.3977 loss_class_dn_2: 0.06197 loss_bbox_dn_2: 0.1467 loss_giou_dn_2: 0.3638 loss_class_dn_3: 0.05685 loss_bbox_dn_3: 0.1425 loss_giou_dn_3: 0.3541 loss_class_dn_4: 0.05363 loss_bbox_dn_4: 0.1421 loss_giou_dn_4: 0.3521 time: 1.1154 data_time: 0.1086 lr: 0.0001 max_mem: 43217M [05/20 15:36:08 d2.utils.events]: eta: 1 day, 23:00:39 iter: 72049 total_loss: 9.067 loss_class: 0.246 loss_bbox: 0.1091 loss_giou: 0.3765 loss_class_0: 0.2772 loss_bbox_0: 0.1203 loss_giou_0: 0.3918 loss_class_1: 0.2634 loss_bbox_1: 0.1142 loss_giou_1: 0.388 loss_class_2: 0.254 loss_bbox_2: 0.1104 loss_giou_2: 0.3827 loss_class_3: 0.2513 loss_bbox_3: 0.1097 loss_giou_3: 0.3776 loss_class_4: 0.2478 loss_bbox_4: 0.1094 loss_giou_4: 0.3763 loss_class_enc: 0.2926 loss_bbox_enc: 0.1323 loss_giou_enc: 0.4172 loss_class_dn: 0.0538 loss_bbox_dn: 0.1443 loss_giou_dn: 0.363 loss_class_dn_0: 0.1032 loss_bbox_dn_0: 0.2235 loss_giou_dn_0: 0.5065 loss_class_dn_1: 0.07408 loss_bbox_dn_1: 0.1661 loss_giou_dn_1: 0.4045 loss_class_dn_2: 0.06233 loss_bbox_dn_2: 0.1498 loss_giou_dn_2: 0.3742 loss_class_dn_3: 0.05736 loss_bbox_dn_3: 0.1457 loss_giou_dn_3: 0.3656 loss_class_dn_4: 0.05479 loss_bbox_dn_4: 0.1444 loss_giou_dn_4: 0.3631 time: 1.1154 data_time: 0.0979 lr: 0.0001 max_mem: 43217M [05/20 15:37:04 d2.utils.events]: eta: 1 day, 22:59:44 iter: 72099 total_loss: 9.111 loss_class: 0.2452 loss_bbox: 0.1102 loss_giou: 0.3777 loss_class_0: 0.2759 loss_bbox_0: 0.1206 loss_giou_0: 0.4 loss_class_1: 0.2581 loss_bbox_1: 0.1161 loss_giou_1: 0.3886 loss_class_2: 0.2523 loss_bbox_2: 0.1114 loss_giou_2: 0.3827 loss_class_3: 0.2499 loss_bbox_3: 0.1109 loss_giou_3: 0.3787 loss_class_4: 0.2477 loss_bbox_4: 0.1106 loss_giou_4: 0.3793 loss_class_enc: 0.2879 loss_bbox_enc: 0.1364 loss_giou_enc: 0.4264 loss_class_dn: 0.05056 loss_bbox_dn: 0.1439 loss_giou_dn: 0.3628 loss_class_dn_0: 0.1012 loss_bbox_dn_0: 0.2222 loss_giou_dn_0: 0.5126 loss_class_dn_1: 0.07212 loss_bbox_dn_1: 0.1656 loss_giou_dn_1: 0.4077 loss_class_dn_2: 0.05907 loss_bbox_dn_2: 0.1479 loss_giou_dn_2: 0.3758 loss_class_dn_3: 0.0547 loss_bbox_dn_3: 0.145 loss_giou_dn_3: 0.3657 loss_class_dn_4: 0.05149 loss_bbox_dn_4: 0.1439 loss_giou_dn_4: 0.3629 time: 1.1154 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/20 15:38:02 d2.utils.events]: eta: 1 day, 22:58:55 iter: 72149 total_loss: 9.229 loss_class: 0.2474 loss_bbox: 0.1105 loss_giou: 0.3856 loss_class_0: 0.2768 loss_bbox_0: 0.1206 loss_giou_0: 0.4072 loss_class_1: 0.2624 loss_bbox_1: 0.1163 loss_giou_1: 0.4001 loss_class_2: 0.252 loss_bbox_2: 0.1129 loss_giou_2: 0.3935 loss_class_3: 0.2497 loss_bbox_3: 0.1115 loss_giou_3: 0.3876 loss_class_4: 0.2484 loss_bbox_4: 0.11 loss_giou_4: 0.3857 loss_class_enc: 0.2881 loss_bbox_enc: 0.1335 loss_giou_enc: 0.4307 loss_class_dn: 0.05444 loss_bbox_dn: 0.141 loss_giou_dn: 0.3736 loss_class_dn_0: 0.1051 loss_bbox_dn_0: 0.2187 loss_giou_dn_0: 0.5145 loss_class_dn_1: 0.07605 loss_bbox_dn_1: 0.1635 loss_giou_dn_1: 0.4117 loss_class_dn_2: 0.06352 loss_bbox_dn_2: 0.1458 loss_giou_dn_2: 0.3851 loss_class_dn_3: 0.05907 loss_bbox_dn_3: 0.1416 loss_giou_dn_3: 0.3756 loss_class_dn_4: 0.05627 loss_bbox_dn_4: 0.1411 loss_giou_dn_4: 0.3735 time: 1.1154 data_time: 0.1004 lr: 0.0001 max_mem: 43217M [05/20 15:38:58 d2.utils.events]: eta: 1 day, 22:56:42 iter: 72199 total_loss: 9.171 loss_class: 0.2505 loss_bbox: 0.1087 loss_giou: 0.3742 loss_class_0: 0.2824 loss_bbox_0: 0.123 loss_giou_0: 0.3975 loss_class_1: 0.265 loss_bbox_1: 0.1155 loss_giou_1: 0.3854 loss_class_2: 0.2563 loss_bbox_2: 0.1124 loss_giou_2: 0.3785 loss_class_3: 0.2553 loss_bbox_3: 0.1104 loss_giou_3: 0.3778 loss_class_4: 0.2536 loss_bbox_4: 0.1095 loss_giou_4: 0.3745 loss_class_enc: 0.2926 loss_bbox_enc: 0.1335 loss_giou_enc: 0.4298 loss_class_dn: 0.05082 loss_bbox_dn: 0.1462 loss_giou_dn: 0.3669 loss_class_dn_0: 0.1025 loss_bbox_dn_0: 0.2227 loss_giou_dn_0: 0.5123 loss_class_dn_1: 0.07151 loss_bbox_dn_1: 0.1674 loss_giou_dn_1: 0.4059 loss_class_dn_2: 0.06019 loss_bbox_dn_2: 0.1519 loss_giou_dn_2: 0.3779 loss_class_dn_3: 0.05587 loss_bbox_dn_3: 0.1478 loss_giou_dn_3: 0.3688 loss_class_dn_4: 0.05216 loss_bbox_dn_4: 0.1462 loss_giou_dn_4: 0.367 time: 1.1154 data_time: 0.1066 lr: 0.0001 max_mem: 43217M [05/20 15:39:56 d2.utils.events]: eta: 1 day, 22:56:09 iter: 72249 total_loss: 8.982 loss_class: 0.2432 loss_bbox: 0.1083 loss_giou: 0.3693 loss_class_0: 0.2743 loss_bbox_0: 0.1187 loss_giou_0: 0.3925 loss_class_1: 0.2567 loss_bbox_1: 0.1142 loss_giou_1: 0.3818 loss_class_2: 0.2466 loss_bbox_2: 0.1115 loss_giou_2: 0.3772 loss_class_3: 0.2453 loss_bbox_3: 0.1092 loss_giou_3: 0.3716 loss_class_4: 0.2424 loss_bbox_4: 0.1089 loss_giou_4: 0.3699 loss_class_enc: 0.2878 loss_bbox_enc: 0.1322 loss_giou_enc: 0.4178 loss_class_dn: 0.05063 loss_bbox_dn: 0.1449 loss_giou_dn: 0.3615 loss_class_dn_0: 0.1024 loss_bbox_dn_0: 0.2258 loss_giou_dn_0: 0.5048 loss_class_dn_1: 0.07064 loss_bbox_dn_1: 0.1685 loss_giou_dn_1: 0.4012 loss_class_dn_2: 0.05933 loss_bbox_dn_2: 0.1513 loss_giou_dn_2: 0.3718 loss_class_dn_3: 0.05474 loss_bbox_dn_3: 0.1467 loss_giou_dn_3: 0.3624 loss_class_dn_4: 0.05168 loss_bbox_dn_4: 0.145 loss_giou_dn_4: 0.3608 time: 1.1154 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 15:40:52 d2.utils.events]: eta: 1 day, 22:53:00 iter: 72299 total_loss: 9.154 loss_class: 0.2488 loss_bbox: 0.1094 loss_giou: 0.3685 loss_class_0: 0.28 loss_bbox_0: 0.1208 loss_giou_0: 0.3915 loss_class_1: 0.264 loss_bbox_1: 0.1163 loss_giou_1: 0.3817 loss_class_2: 0.2558 loss_bbox_2: 0.1128 loss_giou_2: 0.3754 loss_class_3: 0.2528 loss_bbox_3: 0.1104 loss_giou_3: 0.3708 loss_class_4: 0.2496 loss_bbox_4: 0.1101 loss_giou_4: 0.3671 loss_class_enc: 0.2918 loss_bbox_enc: 0.1358 loss_giou_enc: 0.4223 loss_class_dn: 0.05043 loss_bbox_dn: 0.1491 loss_giou_dn: 0.3625 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2331 loss_giou_dn_0: 0.5164 loss_class_dn_1: 0.07517 loss_bbox_dn_1: 0.1729 loss_giou_dn_1: 0.4093 loss_class_dn_2: 0.06098 loss_bbox_dn_2: 0.155 loss_giou_dn_2: 0.3752 loss_class_dn_3: 0.05582 loss_bbox_dn_3: 0.1506 loss_giou_dn_3: 0.3653 loss_class_dn_4: 0.05189 loss_bbox_dn_4: 0.1492 loss_giou_dn_4: 0.3625 time: 1.1154 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 15:41:48 d2.utils.events]: eta: 1 day, 22:51:29 iter: 72349 total_loss: 9.083 loss_class: 0.2443 loss_bbox: 0.1112 loss_giou: 0.3797 loss_class_0: 0.2727 loss_bbox_0: 0.1212 loss_giou_0: 0.3964 loss_class_1: 0.2583 loss_bbox_1: 0.1164 loss_giou_1: 0.3863 loss_class_2: 0.2509 loss_bbox_2: 0.1125 loss_giou_2: 0.3799 loss_class_3: 0.2482 loss_bbox_3: 0.1111 loss_giou_3: 0.377 loss_class_4: 0.2454 loss_bbox_4: 0.1103 loss_giou_4: 0.3781 loss_class_enc: 0.289 loss_bbox_enc: 0.1333 loss_giou_enc: 0.4238 loss_class_dn: 0.04938 loss_bbox_dn: 0.1498 loss_giou_dn: 0.3604 loss_class_dn_0: 0.1008 loss_bbox_dn_0: 0.2298 loss_giou_dn_0: 0.5093 loss_class_dn_1: 0.07212 loss_bbox_dn_1: 0.1721 loss_giou_dn_1: 0.4023 loss_class_dn_2: 0.05882 loss_bbox_dn_2: 0.1552 loss_giou_dn_2: 0.3718 loss_class_dn_3: 0.05403 loss_bbox_dn_3: 0.1504 loss_giou_dn_3: 0.3623 loss_class_dn_4: 0.05008 loss_bbox_dn_4: 0.1498 loss_giou_dn_4: 0.3602 time: 1.1154 data_time: 0.1001 lr: 0.0001 max_mem: 43217M [05/20 15:42:45 d2.utils.events]: eta: 1 day, 22:50:34 iter: 72399 total_loss: 9.041 loss_class: 0.2455 loss_bbox: 0.1077 loss_giou: 0.3742 loss_class_0: 0.273 loss_bbox_0: 0.1196 loss_giou_0: 0.3946 loss_class_1: 0.2621 loss_bbox_1: 0.1122 loss_giou_1: 0.3819 loss_class_2: 0.2513 loss_bbox_2: 0.1094 loss_giou_2: 0.38 loss_class_3: 0.2488 loss_bbox_3: 0.1085 loss_giou_3: 0.3762 loss_class_4: 0.2462 loss_bbox_4: 0.1085 loss_giou_4: 0.3745 loss_class_enc: 0.2892 loss_bbox_enc: 0.1283 loss_giou_enc: 0.4168 loss_class_dn: 0.05117 loss_bbox_dn: 0.1377 loss_giou_dn: 0.3621 loss_class_dn_0: 0.0999 loss_bbox_dn_0: 0.2217 loss_giou_dn_0: 0.5081 loss_class_dn_1: 0.07229 loss_bbox_dn_1: 0.1629 loss_giou_dn_1: 0.4052 loss_class_dn_2: 0.06021 loss_bbox_dn_2: 0.1438 loss_giou_dn_2: 0.375 loss_class_dn_3: 0.05532 loss_bbox_dn_3: 0.1387 loss_giou_dn_3: 0.3645 loss_class_dn_4: 0.05171 loss_bbox_dn_4: 0.1378 loss_giou_dn_4: 0.3621 time: 1.1154 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 15:43:40 d2.utils.events]: eta: 1 day, 22:50:17 iter: 72449 total_loss: 9.163 loss_class: 0.254 loss_bbox: 0.112 loss_giou: 0.3724 loss_class_0: 0.2861 loss_bbox_0: 0.123 loss_giou_0: 0.3966 loss_class_1: 0.2679 loss_bbox_1: 0.1157 loss_giou_1: 0.3842 loss_class_2: 0.2609 loss_bbox_2: 0.1136 loss_giou_2: 0.3791 loss_class_3: 0.2586 loss_bbox_3: 0.1128 loss_giou_3: 0.3735 loss_class_4: 0.2555 loss_bbox_4: 0.1119 loss_giou_4: 0.373 loss_class_enc: 0.2952 loss_bbox_enc: 0.137 loss_giou_enc: 0.4244 loss_class_dn: 0.05317 loss_bbox_dn: 0.1466 loss_giou_dn: 0.363 loss_class_dn_0: 0.1058 loss_bbox_dn_0: 0.2327 loss_giou_dn_0: 0.5159 loss_class_dn_1: 0.07539 loss_bbox_dn_1: 0.1708 loss_giou_dn_1: 0.4099 loss_class_dn_2: 0.06232 loss_bbox_dn_2: 0.1525 loss_giou_dn_2: 0.3765 loss_class_dn_3: 0.05756 loss_bbox_dn_3: 0.1481 loss_giou_dn_3: 0.3659 loss_class_dn_4: 0.0546 loss_bbox_dn_4: 0.1467 loss_giou_dn_4: 0.3629 time: 1.1154 data_time: 0.1030 lr: 0.0001 max_mem: 43217M [05/20 15:44:39 d2.utils.events]: eta: 1 day, 22:50:37 iter: 72499 total_loss: 9.089 loss_class: 0.2473 loss_bbox: 0.1073 loss_giou: 0.3681 loss_class_0: 0.2806 loss_bbox_0: 0.1192 loss_giou_0: 0.3915 loss_class_1: 0.2633 loss_bbox_1: 0.1147 loss_giou_1: 0.3788 loss_class_2: 0.257 loss_bbox_2: 0.109 loss_giou_2: 0.3717 loss_class_3: 0.2518 loss_bbox_3: 0.1078 loss_giou_3: 0.3676 loss_class_4: 0.2493 loss_bbox_4: 0.1072 loss_giou_4: 0.3672 loss_class_enc: 0.2954 loss_bbox_enc: 0.1303 loss_giou_enc: 0.417 loss_class_dn: 0.05095 loss_bbox_dn: 0.1426 loss_giou_dn: 0.3662 loss_class_dn_0: 0.1036 loss_bbox_dn_0: 0.2217 loss_giou_dn_0: 0.5128 loss_class_dn_1: 0.0739 loss_bbox_dn_1: 0.1661 loss_giou_dn_1: 0.4078 loss_class_dn_2: 0.05992 loss_bbox_dn_2: 0.1477 loss_giou_dn_2: 0.377 loss_class_dn_3: 0.05462 loss_bbox_dn_3: 0.1435 loss_giou_dn_3: 0.368 loss_class_dn_4: 0.05194 loss_bbox_dn_4: 0.1427 loss_giou_dn_4: 0.3661 time: 1.1154 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 15:45:35 d2.utils.events]: eta: 1 day, 22:51:15 iter: 72549 total_loss: 9.116 loss_class: 0.2548 loss_bbox: 0.109 loss_giou: 0.3721 loss_class_0: 0.2802 loss_bbox_0: 0.1197 loss_giou_0: 0.398 loss_class_1: 0.2673 loss_bbox_1: 0.115 loss_giou_1: 0.3878 loss_class_2: 0.2602 loss_bbox_2: 0.1124 loss_giou_2: 0.3796 loss_class_3: 0.2582 loss_bbox_3: 0.1105 loss_giou_3: 0.3755 loss_class_4: 0.2547 loss_bbox_4: 0.1089 loss_giou_4: 0.3735 loss_class_enc: 0.296 loss_bbox_enc: 0.1327 loss_giou_enc: 0.424 loss_class_dn: 0.05519 loss_bbox_dn: 0.144 loss_giou_dn: 0.3683 loss_class_dn_0: 0.1047 loss_bbox_dn_0: 0.2261 loss_giou_dn_0: 0.5124 loss_class_dn_1: 0.07613 loss_bbox_dn_1: 0.1657 loss_giou_dn_1: 0.4084 loss_class_dn_2: 0.06308 loss_bbox_dn_2: 0.1489 loss_giou_dn_2: 0.3813 loss_class_dn_3: 0.05775 loss_bbox_dn_3: 0.1451 loss_giou_dn_3: 0.3713 loss_class_dn_4: 0.05599 loss_bbox_dn_4: 0.1439 loss_giou_dn_4: 0.3683 time: 1.1154 data_time: 0.1016 lr: 0.0001 max_mem: 43217M [05/20 15:46:32 d2.utils.events]: eta: 1 day, 22:48:07 iter: 72599 total_loss: 9.025 loss_class: 0.2446 loss_bbox: 0.1064 loss_giou: 0.3742 loss_class_0: 0.279 loss_bbox_0: 0.1181 loss_giou_0: 0.397 loss_class_1: 0.2616 loss_bbox_1: 0.112 loss_giou_1: 0.3868 loss_class_2: 0.2509 loss_bbox_2: 0.1078 loss_giou_2: 0.378 loss_class_3: 0.2489 loss_bbox_3: 0.1074 loss_giou_3: 0.3753 loss_class_4: 0.2451 loss_bbox_4: 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loss_bbox_dn: 0.1431 loss_giou_dn: 0.3585 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2249 loss_giou_dn_0: 0.5063 loss_class_dn_1: 0.07299 loss_bbox_dn_1: 0.1676 loss_giou_dn_1: 0.3997 loss_class_dn_2: 0.06133 loss_bbox_dn_2: 0.1483 loss_giou_dn_2: 0.3708 loss_class_dn_3: 0.05601 loss_bbox_dn_3: 0.1443 loss_giou_dn_3: 0.3613 loss_class_dn_4: 0.05239 loss_bbox_dn_4: 0.1431 loss_giou_dn_4: 0.3584 time: 1.1155 data_time: 0.0939 lr: 0.0001 max_mem: 43217M [05/20 15:58:48 d2.utils.events]: eta: 1 day, 22:35:33 iter: 73249 total_loss: 8.855 loss_class: 0.2361 loss_bbox: 0.1054 loss_giou: 0.3631 loss_class_0: 0.2659 loss_bbox_0: 0.1177 loss_giou_0: 0.3868 loss_class_1: 0.2493 loss_bbox_1: 0.1117 loss_giou_1: 0.3728 loss_class_2: 0.241 loss_bbox_2: 0.1074 loss_giou_2: 0.3682 loss_class_3: 0.2388 loss_bbox_3: 0.1058 loss_giou_3: 0.3654 loss_class_4: 0.2367 loss_bbox_4: 0.1061 loss_giou_4: 0.3643 loss_class_enc: 0.2763 loss_bbox_enc: 0.1287 loss_giou_enc: 0.412 loss_class_dn: 0.05014 loss_bbox_dn: 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loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2236 loss_giou_dn_0: 0.5052 loss_class_dn_1: 0.07346 loss_bbox_dn_1: 0.1635 loss_giou_dn_1: 0.3966 loss_class_dn_2: 0.06019 loss_bbox_dn_2: 0.1469 loss_giou_dn_2: 0.3648 loss_class_dn_3: 0.05656 loss_bbox_dn_3: 0.1423 loss_giou_dn_3: 0.3549 loss_class_dn_4: 0.05266 loss_bbox_dn_4: 0.1419 loss_giou_dn_4: 0.3526 time: 1.1155 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 16:02:33 d2.utils.events]: eta: 1 day, 22:30:31 iter: 73449 total_loss: 9.05 loss_class: 0.2404 loss_bbox: 0.1086 loss_giou: 0.3702 loss_class_0: 0.2693 loss_bbox_0: 0.1208 loss_giou_0: 0.3937 loss_class_1: 0.2537 loss_bbox_1: 0.1143 loss_giou_1: 0.381 loss_class_2: 0.2467 loss_bbox_2: 0.1108 loss_giou_2: 0.3771 loss_class_3: 0.2448 loss_bbox_3: 0.109 loss_giou_3: 0.3718 loss_class_4: 0.241 loss_bbox_4: 0.1087 loss_giou_4: 0.3702 loss_class_enc: 0.2839 loss_bbox_enc: 0.1326 loss_giou_enc: 0.4187 loss_class_dn: 0.05121 loss_bbox_dn: 0.1428 loss_giou_dn: 0.358 loss_class_dn_0: 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loss_bbox_dn_0: 0.2151 loss_giou_dn_0: 0.5125 loss_class_dn_1: 0.07314 loss_bbox_dn_1: 0.1588 loss_giou_dn_1: 0.4031 loss_class_dn_2: 0.0605 loss_bbox_dn_2: 0.1426 loss_giou_dn_2: 0.3744 loss_class_dn_3: 0.05597 loss_bbox_dn_3: 0.1377 loss_giou_dn_3: 0.3643 loss_class_dn_4: 0.05193 loss_bbox_dn_4: 0.1375 loss_giou_dn_4: 0.3621 time: 1.1155 data_time: 0.1102 lr: 0.0001 max_mem: 43217M [05/20 16:04:26 d2.utils.events]: eta: 1 day, 22:24:22 iter: 73549 total_loss: 9.064 loss_class: 0.2467 loss_bbox: 0.1082 loss_giou: 0.3661 loss_class_0: 0.275 loss_bbox_0: 0.1182 loss_giou_0: 0.3881 loss_class_1: 0.2577 loss_bbox_1: 0.1151 loss_giou_1: 0.3784 loss_class_2: 0.2508 loss_bbox_2: 0.1105 loss_giou_2: 0.3749 loss_class_3: 0.251 loss_bbox_3: 0.1076 loss_giou_3: 0.3681 loss_class_4: 0.2482 loss_bbox_4: 0.1079 loss_giou_4: 0.366 loss_class_enc: 0.2864 loss_bbox_enc: 0.1331 loss_giou_enc: 0.4133 loss_class_dn: 0.05025 loss_bbox_dn: 0.1453 loss_giou_dn: 0.3585 loss_class_dn_0: 0.1021 loss_bbox_dn_0: 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loss_giou_dn_0: 0.5129 loss_class_dn_1: 0.0687 loss_bbox_dn_1: 0.1621 loss_giou_dn_1: 0.4019 loss_class_dn_2: 0.05693 loss_bbox_dn_2: 0.1463 loss_giou_dn_2: 0.3706 loss_class_dn_3: 0.05207 loss_bbox_dn_3: 0.1422 loss_giou_dn_3: 0.3633 loss_class_dn_4: 0.04808 loss_bbox_dn_4: 0.1414 loss_giou_dn_4: 0.3603 time: 1.1155 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 16:07:15 d2.utils.events]: eta: 1 day, 22:22:50 iter: 73699 total_loss: 8.9 loss_class: 0.2439 loss_bbox: 0.1076 loss_giou: 0.3662 loss_class_0: 0.2753 loss_bbox_0: 0.1181 loss_giou_0: 0.3851 loss_class_1: 0.2576 loss_bbox_1: 0.1128 loss_giou_1: 0.3766 loss_class_2: 0.2503 loss_bbox_2: 0.1101 loss_giou_2: 0.3711 loss_class_3: 0.2464 loss_bbox_3: 0.1084 loss_giou_3: 0.3678 loss_class_4: 0.2433 loss_bbox_4: 0.1079 loss_giou_4: 0.3667 loss_class_enc: 0.286 loss_bbox_enc: 0.1306 loss_giou_enc: 0.4085 loss_class_dn: 0.04645 loss_bbox_dn: 0.1391 loss_giou_dn: 0.3547 loss_class_dn_0: 0.1033 loss_bbox_dn_0: 0.2193 loss_giou_dn_0: 0.5086 loss_class_dn_1: 0.06968 loss_bbox_dn_1: 0.162 loss_giou_dn_1: 0.3958 loss_class_dn_2: 0.05565 loss_bbox_dn_2: 0.1453 loss_giou_dn_2: 0.3648 loss_class_dn_3: 0.05098 loss_bbox_dn_3: 0.1405 loss_giou_dn_3: 0.3567 loss_class_dn_4: 0.04787 loss_bbox_dn_4: 0.1394 loss_giou_dn_4: 0.3544 time: 1.1155 data_time: 0.0930 lr: 0.0001 max_mem: 43217M [05/20 16:08:11 d2.utils.events]: eta: 1 day, 22:22:51 iter: 73749 total_loss: 9.08 loss_class: 0.2441 loss_bbox: 0.1107 loss_giou: 0.3729 loss_class_0: 0.2757 loss_bbox_0: 0.1196 loss_giou_0: 0.3879 loss_class_1: 0.2592 loss_bbox_1: 0.1148 loss_giou_1: 0.3793 loss_class_2: 0.2516 loss_bbox_2: 0.112 loss_giou_2: 0.3765 loss_class_3: 0.2479 loss_bbox_3: 0.1098 loss_giou_3: 0.3736 loss_class_4: 0.245 loss_bbox_4: 0.1106 loss_giou_4: 0.372 loss_class_enc: 0.2915 loss_bbox_enc: 0.1293 loss_giou_enc: 0.411 loss_class_dn: 0.05055 loss_bbox_dn: 0.1439 loss_giou_dn: 0.3646 loss_class_dn_0: 0.1001 loss_bbox_dn_0: 0.2295 loss_giou_dn_0: 0.5178 loss_class_dn_1: 0.07153 loss_bbox_dn_1: 0.1694 loss_giou_dn_1: 0.407 loss_class_dn_2: 0.05846 loss_bbox_dn_2: 0.1483 loss_giou_dn_2: 0.3766 loss_class_dn_3: 0.05431 loss_bbox_dn_3: 0.1444 loss_giou_dn_3: 0.3671 loss_class_dn_4: 0.05103 loss_bbox_dn_4: 0.1439 loss_giou_dn_4: 0.3645 time: 1.1155 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 16:09:07 d2.utils.events]: eta: 1 day, 22:20:16 iter: 73799 total_loss: 9.346 loss_class: 0.2483 loss_bbox: 0.1098 loss_giou: 0.3893 loss_class_0: 0.2768 loss_bbox_0: 0.122 loss_giou_0: 0.4082 loss_class_1: 0.2642 loss_bbox_1: 0.1137 loss_giou_1: 0.4009 loss_class_2: 0.2542 loss_bbox_2: 0.1121 loss_giou_2: 0.3931 loss_class_3: 0.2518 loss_bbox_3: 0.1106 loss_giou_3: 0.3897 loss_class_4: 0.248 loss_bbox_4: 0.1095 loss_giou_4: 0.3907 loss_class_enc: 0.288 loss_bbox_enc: 0.1357 loss_giou_enc: 0.4363 loss_class_dn: 0.05002 loss_bbox_dn: 0.1419 loss_giou_dn: 0.3699 loss_class_dn_0: 0.1033 loss_bbox_dn_0: 0.2207 loss_giou_dn_0: 0.5265 loss_class_dn_1: 0.07211 loss_bbox_dn_1: 0.1619 loss_giou_dn_1: 0.4162 loss_class_dn_2: 0.06043 loss_bbox_dn_2: 0.1466 loss_giou_dn_2: 0.3824 loss_class_dn_3: 0.05581 loss_bbox_dn_3: 0.1436 loss_giou_dn_3: 0.3719 loss_class_dn_4: 0.05202 loss_bbox_dn_4: 0.1419 loss_giou_dn_4: 0.3697 time: 1.1155 data_time: 0.0998 lr: 0.0001 max_mem: 43217M [05/20 16:10:03 d2.utils.events]: eta: 1 day, 22:17:10 iter: 73849 total_loss: 9.188 loss_class: 0.2463 loss_bbox: 0.1104 loss_giou: 0.3886 loss_class_0: 0.2761 loss_bbox_0: 0.1205 loss_giou_0: 0.4102 loss_class_1: 0.2594 loss_bbox_1: 0.116 loss_giou_1: 0.3995 loss_class_2: 0.2512 loss_bbox_2: 0.111 loss_giou_2: 0.3929 loss_class_3: 0.2506 loss_bbox_3: 0.1098 loss_giou_3: 0.3897 loss_class_4: 0.2473 loss_bbox_4: 0.1099 loss_giou_4: 0.3899 loss_class_enc: 0.2876 loss_bbox_enc: 0.1304 loss_giou_enc: 0.43 loss_class_dn: 0.04978 loss_bbox_dn: 0.1407 loss_giou_dn: 0.3693 loss_class_dn_0: 0.1017 loss_bbox_dn_0: 0.2236 loss_giou_dn_0: 0.5158 loss_class_dn_1: 0.07096 loss_bbox_dn_1: 0.1643 loss_giou_dn_1: 0.4087 loss_class_dn_2: 0.05909 loss_bbox_dn_2: 0.1455 loss_giou_dn_2: 0.3806 loss_class_dn_3: 0.05499 loss_bbox_dn_3: 0.1417 loss_giou_dn_3: 0.3716 loss_class_dn_4: 0.05164 loss_bbox_dn_4: 0.1408 loss_giou_dn_4: 0.3692 time: 1.1155 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 16:11:00 d2.utils.events]: eta: 1 day, 22:18:15 iter: 73899 total_loss: 9.134 loss_class: 0.2469 loss_bbox: 0.1064 loss_giou: 0.379 loss_class_0: 0.2776 loss_bbox_0: 0.1189 loss_giou_0: 0.4002 loss_class_1: 0.2623 loss_bbox_1: 0.1126 loss_giou_1: 0.391 loss_class_2: 0.2531 loss_bbox_2: 0.1093 loss_giou_2: 0.3855 loss_class_3: 0.2505 loss_bbox_3: 0.1081 loss_giou_3: 0.381 loss_class_4: 0.2474 loss_bbox_4: 0.1067 loss_giou_4: 0.38 loss_class_enc: 0.2904 loss_bbox_enc: 0.1301 loss_giou_enc: 0.4258 loss_class_dn: 0.04928 loss_bbox_dn: 0.1407 loss_giou_dn: 0.365 loss_class_dn_0: 0.1041 loss_bbox_dn_0: 0.2234 loss_giou_dn_0: 0.5093 loss_class_dn_1: 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loss_giou_dn_3: 0.3718 loss_class_dn_4: 0.04768 loss_bbox_dn_4: 0.1401 loss_giou_dn_4: 0.3695 time: 1.1156 data_time: 0.1007 lr: 0.0001 max_mem: 43217M [05/20 16:32:44 d2.utils.events]: eta: 1 day, 21:58:03 iter: 75049 total_loss: 9.018 loss_class: 0.2494 loss_bbox: 0.1048 loss_giou: 0.3751 loss_class_0: 0.2765 loss_bbox_0: 0.116 loss_giou_0: 0.3967 loss_class_1: 0.2608 loss_bbox_1: 0.1096 loss_giou_1: 0.3853 loss_class_2: 0.2527 loss_bbox_2: 0.1067 loss_giou_2: 0.3798 loss_class_3: 0.2523 loss_bbox_3: 0.1063 loss_giou_3: 0.3756 loss_class_4: 0.2492 loss_bbox_4: 0.1054 loss_giou_4: 0.3752 loss_class_enc: 0.2903 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4199 loss_class_dn: 0.04738 loss_bbox_dn: 0.1321 loss_giou_dn: 0.36 loss_class_dn_0: 0.1011 loss_bbox_dn_0: 0.2156 loss_giou_dn_0: 0.5124 loss_class_dn_1: 0.07071 loss_bbox_dn_1: 0.1565 loss_giou_dn_1: 0.4104 loss_class_dn_2: 0.05736 loss_bbox_dn_2: 0.1377 loss_giou_dn_2: 0.3757 loss_class_dn_3: 0.05137 loss_bbox_dn_3: 0.133 loss_giou_dn_3: 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loss_class_dn_4: 0.05291 loss_bbox_dn_4: 0.1461 loss_giou_dn_4: 0.3566 time: 1.1156 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 16:34:35 d2.utils.events]: eta: 1 day, 21:57:03 iter: 75149 total_loss: 8.886 loss_class: 0.2448 loss_bbox: 0.107 loss_giou: 0.3725 loss_class_0: 0.2752 loss_bbox_0: 0.119 loss_giou_0: 0.3953 loss_class_1: 0.2604 loss_bbox_1: 0.1144 loss_giou_1: 0.3861 loss_class_2: 0.2519 loss_bbox_2: 0.1108 loss_giou_2: 0.3777 loss_class_3: 0.2501 loss_bbox_3: 0.1069 loss_giou_3: 0.374 loss_class_4: 0.2467 loss_bbox_4: 0.1064 loss_giou_4: 0.3722 loss_class_enc: 0.2899 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4183 loss_class_dn: 0.04751 loss_bbox_dn: 0.1368 loss_giou_dn: 0.3564 loss_class_dn_0: 0.1026 loss_bbox_dn_0: 0.2246 loss_giou_dn_0: 0.5099 loss_class_dn_1: 0.07107 loss_bbox_dn_1: 0.1644 loss_giou_dn_1: 0.4007 loss_class_dn_2: 0.05537 loss_bbox_dn_2: 0.1437 loss_giou_dn_2: 0.3677 loss_class_dn_3: 0.05182 loss_bbox_dn_3: 0.1386 loss_giou_dn_3: 0.3589 loss_class_dn_4: 0.04815 loss_bbox_dn_4: 0.1369 loss_giou_dn_4: 0.3563 time: 1.1156 data_time: 0.0967 lr: 0.0001 max_mem: 43217M [05/20 16:35:38 d2.utils.events]: eta: 1 day, 21:57:43 iter: 75199 total_loss: 8.885 loss_class: 0.2411 loss_bbox: 0.1071 loss_giou: 0.3655 loss_class_0: 0.2725 loss_bbox_0: 0.1191 loss_giou_0: 0.3893 loss_class_1: 0.2561 loss_bbox_1: 0.1142 loss_giou_1: 0.3775 loss_class_2: 0.2464 loss_bbox_2: 0.1104 loss_giou_2: 0.3728 loss_class_3: 0.245 loss_bbox_3: 0.1076 loss_giou_3: 0.368 loss_class_4: 0.2417 loss_bbox_4: 0.1062 loss_giou_4: 0.3652 loss_class_enc: 0.2838 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4166 loss_class_dn: 0.04912 loss_bbox_dn: 0.1372 loss_giou_dn: 0.3558 loss_class_dn_0: 0.1015 loss_bbox_dn_0: 0.2213 loss_giou_dn_0: 0.5027 loss_class_dn_1: 0.07002 loss_bbox_dn_1: 0.1617 loss_giou_dn_1: 0.3962 loss_class_dn_2: 0.05834 loss_bbox_dn_2: 0.1432 loss_giou_dn_2: 0.3663 loss_class_dn_3: 0.05394 loss_bbox_dn_3: 0.1384 loss_giou_dn_3: 0.3579 loss_class_dn_4: 0.05029 loss_bbox_dn_4: 0.1372 loss_giou_dn_4: 0.3557 time: 1.1156 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 16:36:34 d2.utils.events]: eta: 1 day, 21:55:12 iter: 75249 total_loss: 8.919 loss_class: 0.2448 loss_bbox: 0.1072 loss_giou: 0.3684 loss_class_0: 0.2753 loss_bbox_0: 0.1179 loss_giou_0: 0.394 loss_class_1: 0.2597 loss_bbox_1: 0.1143 loss_giou_1: 0.3812 loss_class_2: 0.2516 loss_bbox_2: 0.1107 loss_giou_2: 0.3748 loss_class_3: 0.2485 loss_bbox_3: 0.1084 loss_giou_3: 0.3711 loss_class_4: 0.2464 loss_bbox_4: 0.1072 loss_giou_4: 0.3688 loss_class_enc: 0.2893 loss_bbox_enc: 0.1312 loss_giou_enc: 0.4166 loss_class_dn: 0.04881 loss_bbox_dn: 0.1341 loss_giou_dn: 0.3532 loss_class_dn_0: 0.1013 loss_bbox_dn_0: 0.223 loss_giou_dn_0: 0.5084 loss_class_dn_1: 0.07085 loss_bbox_dn_1: 0.1603 loss_giou_dn_1: 0.3962 loss_class_dn_2: 0.0589 loss_bbox_dn_2: 0.1403 loss_giou_dn_2: 0.3646 loss_class_dn_3: 0.0534 loss_bbox_dn_3: 0.1358 loss_giou_dn_3: 0.3558 loss_class_dn_4: 0.05001 loss_bbox_dn_4: 0.134 loss_giou_dn_4: 0.3532 time: 1.1156 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 16:37:30 d2.utils.events]: eta: 1 day, 21:52:02 iter: 75299 total_loss: 9.03 loss_class: 0.2432 loss_bbox: 0.1061 loss_giou: 0.3664 loss_class_0: 0.2731 loss_bbox_0: 0.1199 loss_giou_0: 0.3924 loss_class_1: 0.2589 loss_bbox_1: 0.1142 loss_giou_1: 0.3792 loss_class_2: 0.2501 loss_bbox_2: 0.1105 loss_giou_2: 0.3713 loss_class_3: 0.2486 loss_bbox_3: 0.1067 loss_giou_3: 0.3683 loss_class_4: 0.2454 loss_bbox_4: 0.1058 loss_giou_4: 0.3677 loss_class_enc: 0.2871 loss_bbox_enc: 0.1311 loss_giou_enc: 0.4144 loss_class_dn: 0.05166 loss_bbox_dn: 0.1389 loss_giou_dn: 0.3569 loss_class_dn_0: 0.103 loss_bbox_dn_0: 0.2197 loss_giou_dn_0: 0.507 loss_class_dn_1: 0.07385 loss_bbox_dn_1: 0.1614 loss_giou_dn_1: 0.3996 loss_class_dn_2: 0.06091 loss_bbox_dn_2: 0.1439 loss_giou_dn_2: 0.3683 loss_class_dn_3: 0.05695 loss_bbox_dn_3: 0.1403 loss_giou_dn_3: 0.3597 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0.358 time: 1.1156 data_time: 0.0946 lr: 0.0001 max_mem: 43217M [05/20 16:46:53 d2.utils.events]: eta: 1 day, 21:39:45 iter: 75799 total_loss: 9.044 loss_class: 0.2441 loss_bbox: 0.1039 loss_giou: 0.3644 loss_class_0: 0.2762 loss_bbox_0: 0.1163 loss_giou_0: 0.3909 loss_class_1: 0.2578 loss_bbox_1: 0.1119 loss_giou_1: 0.3803 loss_class_2: 0.2506 loss_bbox_2: 0.1074 loss_giou_2: 0.3708 loss_class_3: 0.2486 loss_bbox_3: 0.1052 loss_giou_3: 0.3666 loss_class_4: 0.2455 loss_bbox_4: 0.1037 loss_giou_4: 0.3649 loss_class_enc: 0.2875 loss_bbox_enc: 0.1311 loss_giou_enc: 0.4179 loss_class_dn: 0.04856 loss_bbox_dn: 0.1364 loss_giou_dn: 0.3574 loss_class_dn_0: 0.1012 loss_bbox_dn_0: 0.2201 loss_giou_dn_0: 0.5046 loss_class_dn_1: 0.07038 loss_bbox_dn_1: 0.1623 loss_giou_dn_1: 0.3998 loss_class_dn_2: 0.05821 loss_bbox_dn_2: 0.142 loss_giou_dn_2: 0.3677 loss_class_dn_3: 0.05324 loss_bbox_dn_3: 0.1378 loss_giou_dn_3: 0.3586 loss_class_dn_4: 0.04951 loss_bbox_dn_4: 0.1364 loss_giou_dn_4: 0.357 time: 1.1156 data_time: 0.0844 lr: 0.0001 max_mem: 43217M [05/20 16:47:49 d2.utils.events]: eta: 1 day, 21:40:08 iter: 75849 total_loss: 8.836 loss_class: 0.2436 loss_bbox: 0.1066 loss_giou: 0.3627 loss_class_0: 0.2729 loss_bbox_0: 0.1165 loss_giou_0: 0.3864 loss_class_1: 0.258 loss_bbox_1: 0.1115 loss_giou_1: 0.3752 loss_class_2: 0.2485 loss_bbox_2: 0.1078 loss_giou_2: 0.3682 loss_class_3: 0.2446 loss_bbox_3: 0.1071 loss_giou_3: 0.3646 loss_class_4: 0.2431 loss_bbox_4: 0.1073 loss_giou_4: 0.363 loss_class_enc: 0.2847 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4112 loss_class_dn: 0.04642 loss_bbox_dn: 0.1386 loss_giou_dn: 0.3521 loss_class_dn_0: 0.09998 loss_bbox_dn_0: 0.2213 loss_giou_dn_0: 0.5068 loss_class_dn_1: 0.07047 loss_bbox_dn_1: 0.1621 loss_giou_dn_1: 0.3927 loss_class_dn_2: 0.05671 loss_bbox_dn_2: 0.1449 loss_giou_dn_2: 0.3619 loss_class_dn_3: 0.0519 loss_bbox_dn_3: 0.1393 loss_giou_dn_3: 0.3539 loss_class_dn_4: 0.04765 loss_bbox_dn_4: 0.1386 loss_giou_dn_4: 0.352 time: 1.1156 data_time: 0.0941 lr: 0.0001 max_mem: 43217M [05/20 16:48:45 d2.utils.events]: eta: 1 day, 21:38:18 iter: 75899 total_loss: 8.873 loss_class: 0.2399 loss_bbox: 0.1092 loss_giou: 0.3612 loss_class_0: 0.2714 loss_bbox_0: 0.1225 loss_giou_0: 0.383 loss_class_1: 0.2538 loss_bbox_1: 0.1157 loss_giou_1: 0.3708 loss_class_2: 0.2471 loss_bbox_2: 0.1117 loss_giou_2: 0.3662 loss_class_3: 0.2446 loss_bbox_3: 0.1102 loss_giou_3: 0.3619 loss_class_4: 0.2412 loss_bbox_4: 0.1092 loss_giou_4: 0.3604 loss_class_enc: 0.2836 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4102 loss_class_dn: 0.05367 loss_bbox_dn: 0.1428 loss_giou_dn: 0.3468 loss_class_dn_0: 0.1016 loss_bbox_dn_0: 0.2264 loss_giou_dn_0: 0.4983 loss_class_dn_1: 0.07295 loss_bbox_dn_1: 0.1688 loss_giou_dn_1: 0.3894 loss_class_dn_2: 0.0623 loss_bbox_dn_2: 0.1487 loss_giou_dn_2: 0.3585 loss_class_dn_3: 0.05819 loss_bbox_dn_3: 0.1442 loss_giou_dn_3: 0.3486 loss_class_dn_4: 0.05468 loss_bbox_dn_4: 0.1427 loss_giou_dn_4: 0.3467 time: 1.1156 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 16:49:42 d2.utils.events]: eta: 1 day, 21:36:55 iter: 75949 total_loss: 8.887 loss_class: 0.2523 loss_bbox: 0.1057 loss_giou: 0.3665 loss_class_0: 0.2808 loss_bbox_0: 0.1186 loss_giou_0: 0.3871 loss_class_1: 0.2636 loss_bbox_1: 0.1118 loss_giou_1: 0.3791 loss_class_2: 0.2539 loss_bbox_2: 0.1102 loss_giou_2: 0.3757 loss_class_3: 0.2537 loss_bbox_3: 0.1082 loss_giou_3: 0.3706 loss_class_4: 0.2506 loss_bbox_4: 0.1059 loss_giou_4: 0.3674 loss_class_enc: 0.2894 loss_bbox_enc: 0.1337 loss_giou_enc: 0.4171 loss_class_dn: 0.05215 loss_bbox_dn: 0.1361 loss_giou_dn: 0.3571 loss_class_dn_0: 0.106 loss_bbox_dn_0: 0.2213 loss_giou_dn_0: 0.5089 loss_class_dn_1: 0.07522 loss_bbox_dn_1: 0.1638 loss_giou_dn_1: 0.405 loss_class_dn_2: 0.06128 loss_bbox_dn_2: 0.1441 loss_giou_dn_2: 0.3724 loss_class_dn_3: 0.05679 loss_bbox_dn_3: 0.1383 loss_giou_dn_3: 0.3615 loss_class_dn_4: 0.05337 loss_bbox_dn_4: 0.1361 loss_giou_dn_4: 0.3571 time: 1.1156 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 16:50:39 d2.utils.events]: eta: 1 day, 21:36:00 iter: 75999 total_loss: 8.812 loss_class: 0.239 loss_bbox: 0.1056 loss_giou: 0.3629 loss_class_0: 0.27 loss_bbox_0: 0.1142 loss_giou_0: 0.3861 loss_class_1: 0.253 loss_bbox_1: 0.1095 loss_giou_1: 0.3761 loss_class_2: 0.246 loss_bbox_2: 0.1071 loss_giou_2: 0.3673 loss_class_3: 0.2434 loss_bbox_3: 0.1059 loss_giou_3: 0.3649 loss_class_4: 0.2397 loss_bbox_4: 0.1057 loss_giou_4: 0.3638 loss_class_enc: 0.2831 loss_bbox_enc: 0.1252 loss_giou_enc: 0.4098 loss_class_dn: 0.04474 loss_bbox_dn: 0.1379 loss_giou_dn: 0.3557 loss_class_dn_0: 0.09725 loss_bbox_dn_0: 0.2159 loss_giou_dn_0: 0.5037 loss_class_dn_1: 0.06802 loss_bbox_dn_1: 0.1579 loss_giou_dn_1: 0.4009 loss_class_dn_2: 0.05496 loss_bbox_dn_2: 0.1429 loss_giou_dn_2: 0.3676 loss_class_dn_3: 0.04996 loss_bbox_dn_3: 0.1388 loss_giou_dn_3: 0.3582 loss_class_dn_4: 0.04603 loss_bbox_dn_4: 0.1379 loss_giou_dn_4: 0.3558 time: 1.1156 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/20 16:51:35 d2.utils.events]: eta: 1 day, 21:36:01 iter: 76049 total_loss: 8.873 loss_class: 0.2382 loss_bbox: 0.1074 loss_giou: 0.368 loss_class_0: 0.2698 loss_bbox_0: 0.1185 loss_giou_0: 0.3913 loss_class_1: 0.2538 loss_bbox_1: 0.1135 loss_giou_1: 0.3786 loss_class_2: 0.2458 loss_bbox_2: 0.1103 loss_giou_2: 0.3744 loss_class_3: 0.243 loss_bbox_3: 0.1095 loss_giou_3: 0.3668 loss_class_4: 0.24 loss_bbox_4: 0.1075 loss_giou_4: 0.3668 loss_class_enc: 0.2842 loss_bbox_enc: 0.131 loss_giou_enc: 0.4155 loss_class_dn: 0.04969 loss_bbox_dn: 0.1427 loss_giou_dn: 0.3581 loss_class_dn_0: 0.09966 loss_bbox_dn_0: 0.2244 loss_giou_dn_0: 0.5026 loss_class_dn_1: 0.06972 loss_bbox_dn_1: 0.1665 loss_giou_dn_1: 0.401 loss_class_dn_2: 0.05811 loss_bbox_dn_2: 0.1492 loss_giou_dn_2: 0.3694 loss_class_dn_3: 0.05451 loss_bbox_dn_3: 0.1437 loss_giou_dn_3: 0.3604 loss_class_dn_4: 0.05036 loss_bbox_dn_4: 0.1427 loss_giou_dn_4: 0.3579 time: 1.1156 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 16:52:32 d2.utils.events]: eta: 1 day, 21:37:51 iter: 76099 total_loss: 9.032 loss_class: 0.2365 loss_bbox: 0.1135 loss_giou: 0.3857 loss_class_0: 0.2691 loss_bbox_0: 0.1237 loss_giou_0: 0.4066 loss_class_1: 0.2508 loss_bbox_1: 0.1178 loss_giou_1: 0.3978 loss_class_2: 0.2441 loss_bbox_2: 0.115 loss_giou_2: 0.3887 loss_class_3: 0.242 loss_bbox_3: 0.1138 loss_giou_3: 0.3867 loss_class_4: 0.2366 loss_bbox_4: 0.1133 loss_giou_4: 0.3855 loss_class_enc: 0.278 loss_bbox_enc: 0.1339 loss_giou_enc: 0.4314 loss_class_dn: 0.04716 loss_bbox_dn: 0.1355 loss_giou_dn: 0.3659 loss_class_dn_0: 0.09702 loss_bbox_dn_0: 0.2168 loss_giou_dn_0: 0.5158 loss_class_dn_1: 0.06914 loss_bbox_dn_1: 0.1586 loss_giou_dn_1: 0.4096 loss_class_dn_2: 0.05654 loss_bbox_dn_2: 0.1407 loss_giou_dn_2: 0.3771 loss_class_dn_3: 0.05145 loss_bbox_dn_3: 0.1363 loss_giou_dn_3: 0.3678 loss_class_dn_4: 0.04853 loss_bbox_dn_4: 0.1356 loss_giou_dn_4: 0.3658 time: 1.1156 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 16:53:27 d2.utils.events]: eta: 1 day, 21:36:10 iter: 76149 total_loss: 9.239 loss_class: 0.25 loss_bbox: 0.114 loss_giou: 0.3813 loss_class_0: 0.28 loss_bbox_0: 0.1239 loss_giou_0: 0.4042 loss_class_1: 0.2641 loss_bbox_1: 0.1188 loss_giou_1: 0.3976 loss_class_2: 0.2561 loss_bbox_2: 0.1167 loss_giou_2: 0.3872 loss_class_3: 0.2525 loss_bbox_3: 0.1146 loss_giou_3: 0.3838 loss_class_4: 0.2499 loss_bbox_4: 0.1138 loss_giou_4: 0.3827 loss_class_enc: 0.2925 loss_bbox_enc: 0.1366 loss_giou_enc: 0.4369 loss_class_dn: 0.05067 loss_bbox_dn: 0.1402 loss_giou_dn: 0.3619 loss_class_dn_0: 0.1045 loss_bbox_dn_0: 0.2204 loss_giou_dn_0: 0.5145 loss_class_dn_1: 0.07427 loss_bbox_dn_1: 0.1625 loss_giou_dn_1: 0.4074 loss_class_dn_2: 0.06071 loss_bbox_dn_2: 0.1453 loss_giou_dn_2: 0.3754 loss_class_dn_3: 0.05519 loss_bbox_dn_3: 0.1412 loss_giou_dn_3: 0.3646 loss_class_dn_4: 0.05178 loss_bbox_dn_4: 0.1403 loss_giou_dn_4: 0.3618 time: 1.1156 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 16:54:23 d2.utils.events]: eta: 1 day, 21:36:13 iter: 76199 total_loss: 8.881 loss_class: 0.2453 loss_bbox: 0.1058 loss_giou: 0.3653 loss_class_0: 0.2752 loss_bbox_0: 0.1184 loss_giou_0: 0.3854 loss_class_1: 0.2592 loss_bbox_1: 0.1139 loss_giou_1: 0.3752 loss_class_2: 0.2503 loss_bbox_2: 0.1088 loss_giou_2: 0.3689 loss_class_3: 0.2474 loss_bbox_3: 0.1061 loss_giou_3: 0.3666 loss_class_4: 0.245 loss_bbox_4: 0.105 loss_giou_4: 0.3649 loss_class_enc: 0.2857 loss_bbox_enc: 0.1316 loss_giou_enc: 0.4101 loss_class_dn: 0.04772 loss_bbox_dn: 0.1318 loss_giou_dn: 0.3457 loss_class_dn_0: 0.09908 loss_bbox_dn_0: 0.2142 loss_giou_dn_0: 0.4949 loss_class_dn_1: 0.06966 loss_bbox_dn_1: 0.1544 loss_giou_dn_1: 0.3901 loss_class_dn_2: 0.05781 loss_bbox_dn_2: 0.1375 loss_giou_dn_2: 0.3581 loss_class_dn_3: 0.05222 loss_bbox_dn_3: 0.1332 loss_giou_dn_3: 0.3478 loss_class_dn_4: 0.04841 loss_bbox_dn_4: 0.1318 loss_giou_dn_4: 0.3455 time: 1.1156 data_time: 0.1014 lr: 0.0001 max_mem: 43217M [05/20 16:55:19 d2.utils.events]: eta: 1 day, 21:37:25 iter: 76249 total_loss: 8.965 loss_class: 0.2438 loss_bbox: 0.1054 loss_giou: 0.376 loss_class_0: 0.275 loss_bbox_0: 0.116 loss_giou_0: 0.3994 loss_class_1: 0.2585 loss_bbox_1: 0.1105 loss_giou_1: 0.3884 loss_class_2: 0.2496 loss_bbox_2: 0.1101 loss_giou_2: 0.3829 loss_class_3: 0.2462 loss_bbox_3: 0.1079 loss_giou_3: 0.3782 loss_class_4: 0.2448 loss_bbox_4: 0.1062 loss_giou_4: 0.3766 loss_class_enc: 0.2877 loss_bbox_enc: 0.1294 loss_giou_enc: 0.4184 loss_class_dn: 0.0488 loss_bbox_dn: 0.1322 loss_giou_dn: 0.3622 loss_class_dn_0: 0.1002 loss_bbox_dn_0: 0.2125 loss_giou_dn_0: 0.5155 loss_class_dn_1: 0.07142 loss_bbox_dn_1: 0.1554 loss_giou_dn_1: 0.4083 loss_class_dn_2: 0.05798 loss_bbox_dn_2: 0.1362 loss_giou_dn_2: 0.3761 loss_class_dn_3: 0.05448 loss_bbox_dn_3: 0.1331 loss_giou_dn_3: 0.3647 loss_class_dn_4: 0.05043 loss_bbox_dn_4: 0.1322 loss_giou_dn_4: 0.3623 time: 1.1156 data_time: 0.1046 lr: 0.0001 max_mem: 43217M [05/20 16:56:15 d2.utils.events]: eta: 1 day, 21:37:46 iter: 76299 total_loss: 9.018 loss_class: 0.2442 loss_bbox: 0.1135 loss_giou: 0.3699 loss_class_0: 0.2725 loss_bbox_0: 0.1227 loss_giou_0: 0.3914 loss_class_1: 0.2584 loss_bbox_1: 0.1188 loss_giou_1: 0.3791 loss_class_2: 0.2503 loss_bbox_2: 0.1161 loss_giou_2: 0.3761 loss_class_3: 0.2473 loss_bbox_3: 0.1136 loss_giou_3: 0.3717 loss_class_4: 0.2455 loss_bbox_4: 0.114 loss_giou_4: 0.3696 loss_class_enc: 0.2881 loss_bbox_enc: 0.1334 loss_giou_enc: 0.4131 loss_class_dn: 0.04788 loss_bbox_dn: 0.147 loss_giou_dn: 0.3579 loss_class_dn_0: 0.09929 loss_bbox_dn_0: 0.2321 loss_giou_dn_0: 0.5084 loss_class_dn_1: 0.0687 loss_bbox_dn_1: 0.1724 loss_giou_dn_1: 0.3979 loss_class_dn_2: 0.05589 loss_bbox_dn_2: 0.1537 loss_giou_dn_2: 0.3682 loss_class_dn_3: 0.05235 loss_bbox_dn_3: 0.1479 loss_giou_dn_3: 0.3598 loss_class_dn_4: 0.04921 loss_bbox_dn_4: 0.147 loss_giou_dn_4: 0.3578 time: 1.1156 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 16:57:11 d2.utils.events]: eta: 1 day, 21:36:08 iter: 76349 total_loss: 8.851 loss_class: 0.2452 loss_bbox: 0.1062 loss_giou: 0.3664 loss_class_0: 0.2733 loss_bbox_0: 0.119 loss_giou_0: 0.3886 loss_class_1: 0.2598 loss_bbox_1: 0.113 loss_giou_1: 0.38 loss_class_2: 0.2504 loss_bbox_2: 0.1079 loss_giou_2: 0.371 loss_class_3: 0.2484 loss_bbox_3: 0.1058 loss_giou_3: 0.3664 loss_class_4: 0.246 loss_bbox_4: 0.1052 loss_giou_4: 0.3654 loss_class_enc: 0.2869 loss_bbox_enc: 0.132 loss_giou_enc: 0.4182 loss_class_dn: 0.05015 loss_bbox_dn: 0.1401 loss_giou_dn: 0.3492 loss_class_dn_0: 0.1015 loss_bbox_dn_0: 0.2227 loss_giou_dn_0: 0.4983 loss_class_dn_1: 0.07131 loss_bbox_dn_1: 0.1653 loss_giou_dn_1: 0.3936 loss_class_dn_2: 0.05957 loss_bbox_dn_2: 0.1454 loss_giou_dn_2: 0.3625 loss_class_dn_3: 0.05499 loss_bbox_dn_3: 0.1406 loss_giou_dn_3: 0.3516 loss_class_dn_4: 0.05114 loss_bbox_dn_4: 0.1401 loss_giou_dn_4: 0.3491 time: 1.1156 data_time: 0.0962 lr: 0.0001 max_mem: 43217M [05/20 16:58:07 d2.utils.events]: eta: 1 day, 21:33:59 iter: 76399 total_loss: 8.919 loss_class: 0.2385 loss_bbox: 0.1103 loss_giou: 0.3725 loss_class_0: 0.2712 loss_bbox_0: 0.1226 loss_giou_0: 0.3951 loss_class_1: 0.2523 loss_bbox_1: 0.1141 loss_giou_1: 0.3833 loss_class_2: 0.2458 loss_bbox_2: 0.1117 loss_giou_2: 0.377 loss_class_3: 0.2434 loss_bbox_3: 0.1116 loss_giou_3: 0.3747 loss_class_4: 0.2402 loss_bbox_4: 0.1096 loss_giou_4: 0.3736 loss_class_enc: 0.2845 loss_bbox_enc: 0.1338 loss_giou_enc: 0.4221 loss_class_dn: 0.04813 loss_bbox_dn: 0.1412 loss_giou_dn: 0.3567 loss_class_dn_0: 0.09832 loss_bbox_dn_0: 0.2165 loss_giou_dn_0: 0.505 loss_class_dn_1: 0.06818 loss_bbox_dn_1: 0.162 loss_giou_dn_1: 0.3972 loss_class_dn_2: 0.05724 loss_bbox_dn_2: 0.1455 loss_giou_dn_2: 0.3682 loss_class_dn_3: 0.05126 loss_bbox_dn_3: 0.1421 loss_giou_dn_3: 0.3588 loss_class_dn_4: 0.04898 loss_bbox_dn_4: 0.1413 loss_giou_dn_4: 0.3566 time: 1.1156 data_time: 0.0926 lr: 0.0001 max_mem: 43217M [05/20 16:59:03 d2.utils.events]: eta: 1 day, 21:31:38 iter: 76449 total_loss: 8.998 loss_class: 0.2339 loss_bbox: 0.1113 loss_giou: 0.3712 loss_class_0: 0.2671 loss_bbox_0: 0.1244 loss_giou_0: 0.3852 loss_class_1: 0.2502 loss_bbox_1: 0.1154 loss_giou_1: 0.3787 loss_class_2: 0.2414 loss_bbox_2: 0.113 loss_giou_2: 0.3781 loss_class_3: 0.2373 loss_bbox_3: 0.1119 loss_giou_3: 0.3736 loss_class_4: 0.2356 loss_bbox_4: 0.1117 loss_giou_4: 0.3704 loss_class_enc: 0.2812 loss_bbox_enc: 0.135 loss_giou_enc: 0.4184 loss_class_dn: 0.04929 loss_bbox_dn: 0.1435 loss_giou_dn: 0.3588 loss_class_dn_0: 0.1022 loss_bbox_dn_0: 0.2277 loss_giou_dn_0: 0.5064 loss_class_dn_1: 0.07201 loss_bbox_dn_1: 0.1696 loss_giou_dn_1: 0.4045 loss_class_dn_2: 0.06041 loss_bbox_dn_2: 0.1489 loss_giou_dn_2: 0.3718 loss_class_dn_3: 0.0554 loss_bbox_dn_3: 0.145 loss_giou_dn_3: 0.3614 loss_class_dn_4: 0.05087 loss_bbox_dn_4: 0.1435 loss_giou_dn_4: 0.3587 time: 1.1156 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 16:59:58 d2.utils.events]: eta: 1 day, 21:29:05 iter: 76499 total_loss: 9.128 loss_class: 0.2518 loss_bbox: 0.1126 loss_giou: 0.3631 loss_class_0: 0.2801 loss_bbox_0: 0.1253 loss_giou_0: 0.386 loss_class_1: 0.2657 loss_bbox_1: 0.1192 loss_giou_1: 0.3765 loss_class_2: 0.2572 loss_bbox_2: 0.1152 loss_giou_2: 0.3707 loss_class_3: 0.2561 loss_bbox_3: 0.1136 loss_giou_3: 0.366 loss_class_4: 0.252 loss_bbox_4: 0.1127 loss_giou_4: 0.3622 loss_class_enc: 0.2899 loss_bbox_enc: 0.1365 loss_giou_enc: 0.4155 loss_class_dn: 0.04818 loss_bbox_dn: 0.1467 loss_giou_dn: 0.3531 loss_class_dn_0: 0.1041 loss_bbox_dn_0: 0.2328 loss_giou_dn_0: 0.5057 loss_class_dn_1: 0.07169 loss_bbox_dn_1: 0.1726 loss_giou_dn_1: 0.4001 loss_class_dn_2: 0.05873 loss_bbox_dn_2: 0.1523 loss_giou_dn_2: 0.3655 loss_class_dn_3: 0.05324 loss_bbox_dn_3: 0.1481 loss_giou_dn_3: 0.3548 loss_class_dn_4: 0.04919 loss_bbox_dn_4: 0.1468 loss_giou_dn_4: 0.3532 time: 1.1156 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 17:00:58 d2.utils.events]: eta: 1 day, 21:29:38 iter: 76549 total_loss: 8.978 loss_class: 0.2457 loss_bbox: 0.1085 loss_giou: 0.3731 loss_class_0: 0.279 loss_bbox_0: 0.116 loss_giou_0: 0.3939 loss_class_1: 0.2612 loss_bbox_1: 0.1103 loss_giou_1: 0.386 loss_class_2: 0.2532 loss_bbox_2: 0.1095 loss_giou_2: 0.3786 loss_class_3: 0.2505 loss_bbox_3: 0.1073 loss_giou_3: 0.3762 loss_class_4: 0.2484 loss_bbox_4: 0.1074 loss_giou_4: 0.375 loss_class_enc: 0.2886 loss_bbox_enc: 0.128 loss_giou_enc: 0.4155 loss_class_dn: 0.0486 loss_bbox_dn: 0.1399 loss_giou_dn: 0.3568 loss_class_dn_0: 0.1025 loss_bbox_dn_0: 0.2158 loss_giou_dn_0: 0.5093 loss_class_dn_1: 0.07041 loss_bbox_dn_1: 0.1597 loss_giou_dn_1: 0.4023 loss_class_dn_2: 0.05721 loss_bbox_dn_2: 0.1437 loss_giou_dn_2: 0.3678 loss_class_dn_3: 0.05276 loss_bbox_dn_3: 0.1405 loss_giou_dn_3: 0.3591 loss_class_dn_4: 0.0501 loss_bbox_dn_4: 0.14 loss_giou_dn_4: 0.3568 time: 1.1156 data_time: 0.0973 lr: 0.0001 max_mem: 43217M [05/20 17:01:54 d2.utils.events]: eta: 1 day, 21:28:52 iter: 76599 total_loss: 8.88 loss_class: 0.2377 loss_bbox: 0.11 loss_giou: 0.3671 loss_class_0: 0.2679 loss_bbox_0: 0.1223 loss_giou_0: 0.3864 loss_class_1: 0.2519 loss_bbox_1: 0.1135 loss_giou_1: 0.377 loss_class_2: 0.2445 loss_bbox_2: 0.1111 loss_giou_2: 0.3709 loss_class_3: 0.2403 loss_bbox_3: 0.1091 loss_giou_3: 0.368 loss_class_4: 0.2381 loss_bbox_4: 0.1094 loss_giou_4: 0.3676 loss_class_enc: 0.2801 loss_bbox_enc: 0.133 loss_giou_enc: 0.41 loss_class_dn: 0.0469 loss_bbox_dn: 0.1408 loss_giou_dn: 0.3574 loss_class_dn_0: 0.09824 loss_bbox_dn_0: 0.2247 loss_giou_dn_0: 0.5007 loss_class_dn_1: 0.06787 loss_bbox_dn_1: 0.1643 loss_giou_dn_1: 0.3997 loss_class_dn_2: 0.05644 loss_bbox_dn_2: 0.1474 loss_giou_dn_2: 0.3694 loss_class_dn_3: 0.05309 loss_bbox_dn_3: 0.143 loss_giou_dn_3: 0.3596 loss_class_dn_4: 0.0484 loss_bbox_dn_4: 0.1408 loss_giou_dn_4: 0.3574 time: 1.1156 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/20 17:02:50 d2.utils.events]: eta: 1 day, 21:28:28 iter: 76649 total_loss: 9.047 loss_class: 0.2508 loss_bbox: 0.1122 loss_giou: 0.3753 loss_class_0: 0.281 loss_bbox_0: 0.1235 loss_giou_0: 0.3945 loss_class_1: 0.2651 loss_bbox_1: 0.1185 loss_giou_1: 0.3877 loss_class_2: 0.2594 loss_bbox_2: 0.1141 loss_giou_2: 0.3811 loss_class_3: 0.2555 loss_bbox_3: 0.1122 loss_giou_3: 0.3765 loss_class_4: 0.2525 loss_bbox_4: 0.1125 loss_giou_4: 0.3749 loss_class_enc: 0.2958 loss_bbox_enc: 0.1337 loss_giou_enc: 0.4219 loss_class_dn: 0.04699 loss_bbox_dn: 0.1447 loss_giou_dn: 0.3589 loss_class_dn_0: 0.1024 loss_bbox_dn_0: 0.2333 loss_giou_dn_0: 0.5068 loss_class_dn_1: 0.07076 loss_bbox_dn_1: 0.1716 loss_giou_dn_1: 0.4051 loss_class_dn_2: 0.0574 loss_bbox_dn_2: 0.1509 loss_giou_dn_2: 0.3722 loss_class_dn_3: 0.05174 loss_bbox_dn_3: 0.146 loss_giou_dn_3: 0.3606 loss_class_dn_4: 0.04773 loss_bbox_dn_4: 0.1448 loss_giou_dn_4: 0.3587 time: 1.1156 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 17:03:46 d2.utils.events]: eta: 1 day, 21:30:22 iter: 76699 total_loss: 9.253 loss_class: 0.2496 loss_bbox: 0.1084 loss_giou: 0.3853 loss_class_0: 0.2801 loss_bbox_0: 0.1193 loss_giou_0: 0.4094 loss_class_1: 0.2655 loss_bbox_1: 0.1149 loss_giou_1: 0.3976 loss_class_2: 0.2555 loss_bbox_2: 0.1098 loss_giou_2: 0.3877 loss_class_3: 0.2537 loss_bbox_3: 0.1079 loss_giou_3: 0.3869 loss_class_4: 0.2506 loss_bbox_4: 0.1085 loss_giou_4: 0.3865 loss_class_enc: 0.2949 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4338 loss_class_dn: 0.04803 loss_bbox_dn: 0.1444 loss_giou_dn: 0.3756 loss_class_dn_0: 0.1 loss_bbox_dn_0: 0.2245 loss_giou_dn_0: 0.5244 loss_class_dn_1: 0.06968 loss_bbox_dn_1: 0.1663 loss_giou_dn_1: 0.4156 loss_class_dn_2: 0.05672 loss_bbox_dn_2: 0.1506 loss_giou_dn_2: 0.3857 loss_class_dn_3: 0.05197 loss_bbox_dn_3: 0.1459 loss_giou_dn_3: 0.3772 loss_class_dn_4: 0.04878 loss_bbox_dn_4: 0.1443 loss_giou_dn_4: 0.3754 time: 1.1156 data_time: 0.0928 lr: 0.0001 max_mem: 43217M [05/20 17:04:42 d2.utils.events]: eta: 1 day, 21:29:07 iter: 76749 total_loss: 9.023 loss_class: 0.2425 loss_bbox: 0.1078 loss_giou: 0.3662 loss_class_0: 0.2776 loss_bbox_0: 0.1217 loss_giou_0: 0.3877 loss_class_1: 0.2537 loss_bbox_1: 0.1167 loss_giou_1: 0.3785 loss_class_2: 0.25 loss_bbox_2: 0.1104 loss_giou_2: 0.3689 loss_class_3: 0.2477 loss_bbox_3: 0.1081 loss_giou_3: 0.3667 loss_class_4: 0.245 loss_bbox_4: 0.1076 loss_giou_4: 0.3655 loss_class_enc: 0.2899 loss_bbox_enc: 0.1363 loss_giou_enc: 0.4219 loss_class_dn: 0.04915 loss_bbox_dn: 0.1486 loss_giou_dn: 0.3529 loss_class_dn_0: 0.1012 loss_bbox_dn_0: 0.2334 loss_giou_dn_0: 0.5076 loss_class_dn_1: 0.07131 loss_bbox_dn_1: 0.1709 loss_giou_dn_1: 0.3963 loss_class_dn_2: 0.05724 loss_bbox_dn_2: 0.1551 loss_giou_dn_2: 0.3651 loss_class_dn_3: 0.05362 loss_bbox_dn_3: 0.1503 loss_giou_dn_3: 0.3551 loss_class_dn_4: 0.05004 loss_bbox_dn_4: 0.1487 loss_giou_dn_4: 0.3528 time: 1.1156 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 17:05:38 d2.utils.events]: eta: 1 day, 21:27:44 iter: 76799 total_loss: 8.886 loss_class: 0.2359 loss_bbox: 0.1031 loss_giou: 0.3723 loss_class_0: 0.2685 loss_bbox_0: 0.1159 loss_giou_0: 0.3972 loss_class_1: 0.2536 loss_bbox_1: 0.1095 loss_giou_1: 0.3894 loss_class_2: 0.2443 loss_bbox_2: 0.1068 loss_giou_2: 0.3794 loss_class_3: 0.2416 loss_bbox_3: 0.1057 loss_giou_3: 0.3751 loss_class_4: 0.2372 loss_bbox_4: 0.1037 loss_giou_4: 0.3726 loss_class_enc: 0.2814 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4245 loss_class_dn: 0.05014 loss_bbox_dn: 0.1366 loss_giou_dn: 0.3579 loss_class_dn_0: 0.1026 loss_bbox_dn_0: 0.2159 loss_giou_dn_0: 0.5045 loss_class_dn_1: 0.07301 loss_bbox_dn_1: 0.1574 loss_giou_dn_1: 0.4001 loss_class_dn_2: 0.06017 loss_bbox_dn_2: 0.1411 loss_giou_dn_2: 0.3683 loss_class_dn_3: 0.05464 loss_bbox_dn_3: 0.138 loss_giou_dn_3: 0.3597 loss_class_dn_4: 0.05116 loss_bbox_dn_4: 0.1367 loss_giou_dn_4: 0.3577 time: 1.1156 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 17:06:34 d2.utils.events]: eta: 1 day, 21:27:00 iter: 76849 total_loss: 8.916 loss_class: 0.2348 loss_bbox: 0.1044 loss_giou: 0.3781 loss_class_0: 0.2635 loss_bbox_0: 0.1132 loss_giou_0: 0.3945 loss_class_1: 0.2503 loss_bbox_1: 0.1097 loss_giou_1: 0.3867 loss_class_2: 0.2425 loss_bbox_2: 0.1062 loss_giou_2: 0.3821 loss_class_3: 0.2402 loss_bbox_3: 0.1049 loss_giou_3: 0.3791 loss_class_4: 0.236 loss_bbox_4: 0.1046 loss_giou_4: 0.3784 loss_class_enc: 0.2792 loss_bbox_enc: 0.1277 loss_giou_enc: 0.4179 loss_class_dn: 0.04608 loss_bbox_dn: 0.1369 loss_giou_dn: 0.3628 loss_class_dn_0: 0.09676 loss_bbox_dn_0: 0.2163 loss_giou_dn_0: 0.5089 loss_class_dn_1: 0.06697 loss_bbox_dn_1: 0.1607 loss_giou_dn_1: 0.4029 loss_class_dn_2: 0.05472 loss_bbox_dn_2: 0.1419 loss_giou_dn_2: 0.3748 loss_class_dn_3: 0.05042 loss_bbox_dn_3: 0.1378 loss_giou_dn_3: 0.3651 loss_class_dn_4: 0.04723 loss_bbox_dn_4: 0.1369 loss_giou_dn_4: 0.3628 time: 1.1156 data_time: 0.0978 lr: 0.0001 max_mem: 43217M [05/20 17:07:33 d2.utils.events]: eta: 1 day, 21:26:41 iter: 76899 total_loss: 8.948 loss_class: 0.2417 loss_bbox: 0.1027 loss_giou: 0.3721 loss_class_0: 0.2695 loss_bbox_0: 0.1147 loss_giou_0: 0.3949 loss_class_1: 0.2534 loss_bbox_1: 0.1096 loss_giou_1: 0.3841 loss_class_2: 0.2481 loss_bbox_2: 0.1051 loss_giou_2: 0.3769 loss_class_3: 0.2466 loss_bbox_3: 0.1053 loss_giou_3: 0.3732 loss_class_4: 0.2431 loss_bbox_4: 0.1024 loss_giou_4: 0.3722 loss_class_enc: 0.2839 loss_bbox_enc: 0.1277 loss_giou_enc: 0.4203 loss_class_dn: 0.04296 loss_bbox_dn: 0.134 loss_giou_dn: 0.3545 loss_class_dn_0: 0.09961 loss_bbox_dn_0: 0.2138 loss_giou_dn_0: 0.5044 loss_class_dn_1: 0.06813 loss_bbox_dn_1: 0.1582 loss_giou_dn_1: 0.4016 loss_class_dn_2: 0.0551 loss_bbox_dn_2: 0.1395 loss_giou_dn_2: 0.3677 loss_class_dn_3: 0.04994 loss_bbox_dn_3: 0.1347 loss_giou_dn_3: 0.3568 loss_class_dn_4: 0.04421 loss_bbox_dn_4: 0.1339 loss_giou_dn_4: 0.3545 time: 1.1156 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/20 17:08:30 d2.utils.events]: eta: 1 day, 21:26:04 iter: 76949 total_loss: 8.943 loss_class: 0.2437 loss_bbox: 0.1047 loss_giou: 0.3718 loss_class_0: 0.2719 loss_bbox_0: 0.1152 loss_giou_0: 0.3954 loss_class_1: 0.2587 loss_bbox_1: 0.1116 loss_giou_1: 0.3815 loss_class_2: 0.2508 loss_bbox_2: 0.1081 loss_giou_2: 0.3795 loss_class_3: 0.2484 loss_bbox_3: 0.1063 loss_giou_3: 0.3737 loss_class_4: 0.2445 loss_bbox_4: 0.1051 loss_giou_4: 0.3731 loss_class_enc: 0.2832 loss_bbox_enc: 0.129 loss_giou_enc: 0.4204 loss_class_dn: 0.04538 loss_bbox_dn: 0.1333 loss_giou_dn: 0.357 loss_class_dn_0: 0.1017 loss_bbox_dn_0: 0.2112 loss_giou_dn_0: 0.5102 loss_class_dn_1: 0.0692 loss_bbox_dn_1: 0.1541 loss_giou_dn_1: 0.4043 loss_class_dn_2: 0.05581 loss_bbox_dn_2: 0.1363 loss_giou_dn_2: 0.3676 loss_class_dn_3: 0.04942 loss_bbox_dn_3: 0.1337 loss_giou_dn_3: 0.3591 loss_class_dn_4: 0.04581 loss_bbox_dn_4: 0.1333 loss_giou_dn_4: 0.3569 time: 1.1156 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 17:09:26 d2.utils.events]: eta: 1 day, 21:24:31 iter: 76999 total_loss: 8.938 loss_class: 0.2386 loss_bbox: 0.1059 loss_giou: 0.3737 loss_class_0: 0.2707 loss_bbox_0: 0.1152 loss_giou_0: 0.3959 loss_class_1: 0.2539 loss_bbox_1: 0.1085 loss_giou_1: 0.3845 loss_class_2: 0.246 loss_bbox_2: 0.105 loss_giou_2: 0.381 loss_class_3: 0.2433 loss_bbox_3: 0.1052 loss_giou_3: 0.3755 loss_class_4: 0.2398 loss_bbox_4: 0.1054 loss_giou_4: 0.3743 loss_class_enc: 0.28 loss_bbox_enc: 0.1294 loss_giou_enc: 0.4271 loss_class_dn: 0.04848 loss_bbox_dn: 0.1372 loss_giou_dn: 0.3512 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2182 loss_giou_dn_0: 0.5082 loss_class_dn_1: 0.0705 loss_bbox_dn_1: 0.1615 loss_giou_dn_1: 0.3948 loss_class_dn_2: 0.05832 loss_bbox_dn_2: 0.1429 loss_giou_dn_2: 0.3619 loss_class_dn_3: 0.05339 loss_bbox_dn_3: 0.1387 loss_giou_dn_3: 0.354 loss_class_dn_4: 0.04939 loss_bbox_dn_4: 0.1373 loss_giou_dn_4: 0.3512 time: 1.1156 data_time: 0.1020 lr: 0.0001 max_mem: 43217M [05/20 17:10:23 d2.utils.events]: eta: 1 day, 21:19:45 iter: 77049 total_loss: 8.906 loss_class: 0.243 loss_bbox: 0.108 loss_giou: 0.367 loss_class_0: 0.2734 loss_bbox_0: 0.1216 loss_giou_0: 0.3921 loss_class_1: 0.2573 loss_bbox_1: 0.1147 loss_giou_1: 0.3784 loss_class_2: 0.2494 loss_bbox_2: 0.1118 loss_giou_2: 0.3758 loss_class_3: 0.2464 loss_bbox_3: 0.1098 loss_giou_3: 0.3694 loss_class_4: 0.2442 loss_bbox_4: 0.1085 loss_giou_4: 0.3681 loss_class_enc: 0.2888 loss_bbox_enc: 0.1337 loss_giou_enc: 0.4197 loss_class_dn: 0.05042 loss_bbox_dn: 0.1432 loss_giou_dn: 0.358 loss_class_dn_0: 0.1027 loss_bbox_dn_0: 0.2229 loss_giou_dn_0: 0.5083 loss_class_dn_1: 0.0726 loss_bbox_dn_1: 0.1686 loss_giou_dn_1: 0.4007 loss_class_dn_2: 0.06036 loss_bbox_dn_2: 0.1503 loss_giou_dn_2: 0.3709 loss_class_dn_3: 0.05548 loss_bbox_dn_3: 0.1445 loss_giou_dn_3: 0.361 loss_class_dn_4: 0.05176 loss_bbox_dn_4: 0.1432 loss_giou_dn_4: 0.3579 time: 1.1156 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/20 17:11:20 d2.utils.events]: eta: 1 day, 21:18:38 iter: 77099 total_loss: 8.951 loss_class: 0.2369 loss_bbox: 0.1045 loss_giou: 0.3743 loss_class_0: 0.2692 loss_bbox_0: 0.117 loss_giou_0: 0.3999 loss_class_1: 0.2536 loss_bbox_1: 0.109 loss_giou_1: 0.3886 loss_class_2: 0.2436 loss_bbox_2: 0.1074 loss_giou_2: 0.382 loss_class_3: 0.2408 loss_bbox_3: 0.1046 loss_giou_3: 0.3772 loss_class_4: 0.2384 loss_bbox_4: 0.1043 loss_giou_4: 0.3755 loss_class_enc: 0.2801 loss_bbox_enc: 0.1299 loss_giou_enc: 0.4259 loss_class_dn: 0.0486 loss_bbox_dn: 0.1325 loss_giou_dn: 0.355 loss_class_dn_0: 0.1008 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.5068 loss_class_dn_1: 0.07043 loss_bbox_dn_1: 0.1528 loss_giou_dn_1: 0.4003 loss_class_dn_2: 0.0572 loss_bbox_dn_2: 0.1372 loss_giou_dn_2: 0.3672 loss_class_dn_3: 0.05329 loss_bbox_dn_3: 0.1335 loss_giou_dn_3: 0.3564 loss_class_dn_4: 0.0496 loss_bbox_dn_4: 0.1326 loss_giou_dn_4: 0.3547 time: 1.1156 data_time: 0.0918 lr: 0.0001 max_mem: 43217M [05/20 17:12:18 d2.utils.events]: eta: 1 day, 21:17:47 iter: 77149 total_loss: 8.857 loss_class: 0.2399 loss_bbox: 0.1055 loss_giou: 0.3747 loss_class_0: 0.2732 loss_bbox_0: 0.1185 loss_giou_0: 0.3988 loss_class_1: 0.2583 loss_bbox_1: 0.1135 loss_giou_1: 0.3877 loss_class_2: 0.2491 loss_bbox_2: 0.1096 loss_giou_2: 0.3826 loss_class_3: 0.2449 loss_bbox_3: 0.1074 loss_giou_3: 0.3755 loss_class_4: 0.2411 loss_bbox_4: 0.1056 loss_giou_4: 0.374 loss_class_enc: 0.288 loss_bbox_enc: 0.1295 loss_giou_enc: 0.4239 loss_class_dn: 0.04909 loss_bbox_dn: 0.1353 loss_giou_dn: 0.3621 loss_class_dn_0: 0.1025 loss_bbox_dn_0: 0.2174 loss_giou_dn_0: 0.5132 loss_class_dn_1: 0.07172 loss_bbox_dn_1: 0.1574 loss_giou_dn_1: 0.3998 loss_class_dn_2: 0.05821 loss_bbox_dn_2: 0.1401 loss_giou_dn_2: 0.3731 loss_class_dn_3: 0.05394 loss_bbox_dn_3: 0.136 loss_giou_dn_3: 0.3645 loss_class_dn_4: 0.05051 loss_bbox_dn_4: 0.1355 loss_giou_dn_4: 0.362 time: 1.1156 data_time: 0.0980 lr: 0.0001 max_mem: 43217M [05/20 17:13:13 d2.utils.events]: eta: 1 day, 21:13:28 iter: 77199 total_loss: 9.126 loss_class: 0.2464 loss_bbox: 0.1065 loss_giou: 0.3736 loss_class_0: 0.2735 loss_bbox_0: 0.1188 loss_giou_0: 0.3972 loss_class_1: 0.2592 loss_bbox_1: 0.113 loss_giou_1: 0.3857 loss_class_2: 0.2502 loss_bbox_2: 0.1093 loss_giou_2: 0.3822 loss_class_3: 0.2491 loss_bbox_3: 0.1077 loss_giou_3: 0.377 loss_class_4: 0.247 loss_bbox_4: 0.1063 loss_giou_4: 0.3735 loss_class_enc: 0.2881 loss_bbox_enc: 0.1308 loss_giou_enc: 0.4208 loss_class_dn: 0.051 loss_bbox_dn: 0.1428 loss_giou_dn: 0.3659 loss_class_dn_0: 0.1042 loss_bbox_dn_0: 0.2222 loss_giou_dn_0: 0.5151 loss_class_dn_1: 0.07321 loss_bbox_dn_1: 0.1641 loss_giou_dn_1: 0.4087 loss_class_dn_2: 0.06082 loss_bbox_dn_2: 0.1495 loss_giou_dn_2: 0.3774 loss_class_dn_3: 0.05614 loss_bbox_dn_3: 0.1442 loss_giou_dn_3: 0.3677 loss_class_dn_4: 0.05173 loss_bbox_dn_4: 0.1429 loss_giou_dn_4: 0.3657 time: 1.1156 data_time: 0.1033 lr: 0.0001 max_mem: 43217M [05/20 17:14:09 d2.utils.events]: eta: 1 day, 21:11:20 iter: 77249 total_loss: 9.096 loss_class: 0.2463 loss_bbox: 0.1093 loss_giou: 0.3736 loss_class_0: 0.2774 loss_bbox_0: 0.1184 loss_giou_0: 0.3961 loss_class_1: 0.2627 loss_bbox_1: 0.1133 loss_giou_1: 0.3851 loss_class_2: 0.2529 loss_bbox_2: 0.1112 loss_giou_2: 0.378 loss_class_3: 0.2521 loss_bbox_3: 0.1105 loss_giou_3: 0.3725 loss_class_4: 0.2478 loss_bbox_4: 0.1092 loss_giou_4: 0.3728 loss_class_enc: 0.2893 loss_bbox_enc: 0.1304 loss_giou_enc: 0.4238 loss_class_dn: 0.04947 loss_bbox_dn: 0.1413 loss_giou_dn: 0.3573 loss_class_dn_0: 0.09977 loss_bbox_dn_0: 0.2221 loss_giou_dn_0: 0.5067 loss_class_dn_1: 0.07104 loss_bbox_dn_1: 0.165 loss_giou_dn_1: 0.4015 loss_class_dn_2: 0.05809 loss_bbox_dn_2: 0.1486 loss_giou_dn_2: 0.3698 loss_class_dn_3: 0.05344 loss_bbox_dn_3: 0.1432 loss_giou_dn_3: 0.3599 loss_class_dn_4: 0.05025 loss_bbox_dn_4: 0.1414 loss_giou_dn_4: 0.3573 time: 1.1156 data_time: 0.0950 lr: 0.0001 max_mem: 43217M [05/20 17:15:05 d2.utils.events]: eta: 1 day, 21:09:02 iter: 77299 total_loss: 9.124 loss_class: 0.2438 loss_bbox: 0.1078 loss_giou: 0.3742 loss_class_0: 0.2769 loss_bbox_0: 0.1212 loss_giou_0: 0.4028 loss_class_1: 0.259 loss_bbox_1: 0.1139 loss_giou_1: 0.3928 loss_class_2: 0.2527 loss_bbox_2: 0.1115 loss_giou_2: 0.3815 loss_class_3: 0.2495 loss_bbox_3: 0.109 loss_giou_3: 0.3783 loss_class_4: 0.2468 loss_bbox_4: 0.1068 loss_giou_4: 0.3743 loss_class_enc: 0.2873 loss_bbox_enc: 0.1317 loss_giou_enc: 0.4298 loss_class_dn: 0.0499 loss_bbox_dn: 0.1434 loss_giou_dn: 0.3684 loss_class_dn_0: 0.1025 loss_bbox_dn_0: 0.2303 loss_giou_dn_0: 0.5093 loss_class_dn_1: 0.07239 loss_bbox_dn_1: 0.1664 loss_giou_dn_1: 0.4125 loss_class_dn_2: 0.05893 loss_bbox_dn_2: 0.1484 loss_giou_dn_2: 0.3793 loss_class_dn_3: 0.05378 loss_bbox_dn_3: 0.1444 loss_giou_dn_3: 0.3709 loss_class_dn_4: 0.05037 loss_bbox_dn_4: 0.1433 loss_giou_dn_4: 0.3684 time: 1.1156 data_time: 0.0902 lr: 0.0001 max_mem: 43217M [05/20 17:16:01 d2.utils.events]: eta: 1 day, 21:11:43 iter: 77349 total_loss: 8.818 loss_class: 0.2354 loss_bbox: 0.1046 loss_giou: 0.3694 loss_class_0: 0.2673 loss_bbox_0: 0.116 loss_giou_0: 0.3928 loss_class_1: 0.2498 loss_bbox_1: 0.1113 loss_giou_1: 0.3826 loss_class_2: 0.2433 loss_bbox_2: 0.1092 loss_giou_2: 0.3787 loss_class_3: 0.2415 loss_bbox_3: 0.1058 loss_giou_3: 0.3725 loss_class_4: 0.2376 loss_bbox_4: 0.1044 loss_giou_4: 0.3702 loss_class_enc: 0.2825 loss_bbox_enc: 0.1256 loss_giou_enc: 0.4162 loss_class_dn: 0.04824 loss_bbox_dn: 0.135 loss_giou_dn: 0.3499 loss_class_dn_0: 0.09799 loss_bbox_dn_0: 0.2148 loss_giou_dn_0: 0.4927 loss_class_dn_1: 0.06978 loss_bbox_dn_1: 0.1555 loss_giou_dn_1: 0.3936 loss_class_dn_2: 0.05549 loss_bbox_dn_2: 0.1401 loss_giou_dn_2: 0.3621 loss_class_dn_3: 0.05297 loss_bbox_dn_3: 0.1357 loss_giou_dn_3: 0.3514 loss_class_dn_4: 0.04899 loss_bbox_dn_4: 0.1351 loss_giou_dn_4: 0.3494 time: 1.1156 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/20 17:16:59 d2.utils.events]: eta: 1 day, 21:10:34 iter: 77399 total_loss: 9.079 loss_class: 0.2348 loss_bbox: 0.1087 loss_giou: 0.382 loss_class_0: 0.2671 loss_bbox_0: 0.1179 loss_giou_0: 0.3993 loss_class_1: 0.2513 loss_bbox_1: 0.1129 loss_giou_1: 0.3923 loss_class_2: 0.241 loss_bbox_2: 0.1107 loss_giou_2: 0.3883 loss_class_3: 0.2377 loss_bbox_3: 0.1099 loss_giou_3: 0.3846 loss_class_4: 0.2353 loss_bbox_4: 0.1081 loss_giou_4: 0.3828 loss_class_enc: 0.2811 loss_bbox_enc: 0.1299 loss_giou_enc: 0.4261 loss_class_dn: 0.04694 loss_bbox_dn: 0.1405 loss_giou_dn: 0.3618 loss_class_dn_0: 0.09855 loss_bbox_dn_0: 0.2261 loss_giou_dn_0: 0.5139 loss_class_dn_1: 0.0676 loss_bbox_dn_1: 0.1659 loss_giou_dn_1: 0.4035 loss_class_dn_2: 0.0566 loss_bbox_dn_2: 0.1458 loss_giou_dn_2: 0.3725 loss_class_dn_3: 0.05152 loss_bbox_dn_3: 0.1418 loss_giou_dn_3: 0.3637 loss_class_dn_4: 0.04832 loss_bbox_dn_4: 0.1406 loss_giou_dn_4: 0.3616 time: 1.1156 data_time: 0.0986 lr: 0.0001 max_mem: 43217M [05/20 17:17:54 d2.utils.events]: eta: 1 day, 21:09:22 iter: 77449 total_loss: 8.845 loss_class: 0.2379 loss_bbox: 0.1053 loss_giou: 0.3701 loss_class_0: 0.2677 loss_bbox_0: 0.1172 loss_giou_0: 0.3909 loss_class_1: 0.2505 loss_bbox_1: 0.1107 loss_giou_1: 0.3792 loss_class_2: 0.244 loss_bbox_2: 0.1071 loss_giou_2: 0.3748 loss_class_3: 0.2423 loss_bbox_3: 0.1053 loss_giou_3: 0.3692 loss_class_4: 0.2398 loss_bbox_4: 0.1051 loss_giou_4: 0.3698 loss_class_enc: 0.2822 loss_bbox_enc: 0.1274 loss_giou_enc: 0.42 loss_class_dn: 0.04633 loss_bbox_dn: 0.1358 loss_giou_dn: 0.3571 loss_class_dn_0: 0.101 loss_bbox_dn_0: 0.2142 loss_giou_dn_0: 0.5036 loss_class_dn_1: 0.07055 loss_bbox_dn_1: 0.1578 loss_giou_dn_1: 0.4013 loss_class_dn_2: 0.05655 loss_bbox_dn_2: 0.1424 loss_giou_dn_2: 0.3699 loss_class_dn_3: 0.05148 loss_bbox_dn_3: 0.1374 loss_giou_dn_3: 0.36 loss_class_dn_4: 0.04812 loss_bbox_dn_4: 0.1359 loss_giou_dn_4: 0.3572 time: 1.1156 data_time: 0.0955 lr: 0.0001 max_mem: 43217M [05/20 17:18:50 d2.utils.events]: eta: 1 day, 21:08:58 iter: 77499 total_loss: 8.973 loss_class: 0.2386 loss_bbox: 0.1067 loss_giou: 0.3769 loss_class_0: 0.2671 loss_bbox_0: 0.117 loss_giou_0: 0.3975 loss_class_1: 0.2519 loss_bbox_1: 0.1118 loss_giou_1: 0.3893 loss_class_2: 0.2431 loss_bbox_2: 0.1104 loss_giou_2: 0.3814 loss_class_3: 0.2418 loss_bbox_3: 0.1085 loss_giou_3: 0.3795 loss_class_4: 0.2398 loss_bbox_4: 0.1076 loss_giou_4: 0.377 loss_class_enc: 0.2805 loss_bbox_enc: 0.1281 loss_giou_enc: 0.4202 loss_class_dn: 0.04609 loss_bbox_dn: 0.1373 loss_giou_dn: 0.3558 loss_class_dn_0: 0.09924 loss_bbox_dn_0: 0.216 loss_giou_dn_0: 0.5054 loss_class_dn_1: 0.06892 loss_bbox_dn_1: 0.1613 loss_giou_dn_1: 0.4011 loss_class_dn_2: 0.05566 loss_bbox_dn_2: 0.1432 loss_giou_dn_2: 0.3697 loss_class_dn_3: 0.05007 loss_bbox_dn_3: 0.1382 loss_giou_dn_3: 0.3591 loss_class_dn_4: 0.04741 loss_bbox_dn_4: 0.1373 loss_giou_dn_4: 0.3558 time: 1.1156 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 17:19:46 d2.utils.events]: eta: 1 day, 21:06:55 iter: 77549 total_loss: 9.039 loss_class: 0.2468 loss_bbox: 0.1114 loss_giou: 0.3657 loss_class_0: 0.283 loss_bbox_0: 0.1218 loss_giou_0: 0.3864 loss_class_1: 0.2657 loss_bbox_1: 0.1178 loss_giou_1: 0.378 loss_class_2: 0.253 loss_bbox_2: 0.1136 loss_giou_2: 0.3715 loss_class_3: 0.2513 loss_bbox_3: 0.1122 loss_giou_3: 0.3663 loss_class_4: 0.2488 loss_bbox_4: 0.1109 loss_giou_4: 0.3655 loss_class_enc: 0.293 loss_bbox_enc: 0.1371 loss_giou_enc: 0.4136 loss_class_dn: 0.04997 loss_bbox_dn: 0.1482 loss_giou_dn: 0.3509 loss_class_dn_0: 0.1022 loss_bbox_dn_0: 0.2326 loss_giou_dn_0: 0.5031 loss_class_dn_1: 0.07348 loss_bbox_dn_1: 0.1741 loss_giou_dn_1: 0.3943 loss_class_dn_2: 0.06108 loss_bbox_dn_2: 0.1535 loss_giou_dn_2: 0.3627 loss_class_dn_3: 0.05534 loss_bbox_dn_3: 0.1493 loss_giou_dn_3: 0.3531 loss_class_dn_4: 0.05171 loss_bbox_dn_4: 0.1482 loss_giou_dn_4: 0.351 time: 1.1156 data_time: 0.0990 lr: 0.0001 max_mem: 43217M [05/20 17:20:41 d2.utils.events]: eta: 1 day, 21:04:40 iter: 77599 total_loss: 8.856 loss_class: 0.2411 loss_bbox: 0.1064 loss_giou: 0.3668 loss_class_0: 0.2769 loss_bbox_0: 0.116 loss_giou_0: 0.3834 loss_class_1: 0.2553 loss_bbox_1: 0.1112 loss_giou_1: 0.3734 loss_class_2: 0.2453 loss_bbox_2: 0.1077 loss_giou_2: 0.3701 loss_class_3: 0.2437 loss_bbox_3: 0.1066 loss_giou_3: 0.3676 loss_class_4: 0.241 loss_bbox_4: 0.107 loss_giou_4: 0.3675 loss_class_enc: 0.2896 loss_bbox_enc: 0.1309 loss_giou_enc: 0.4131 loss_class_dn: 0.04635 loss_bbox_dn: 0.1371 loss_giou_dn: 0.3535 loss_class_dn_0: 0.0979 loss_bbox_dn_0: 0.2206 loss_giou_dn_0: 0.5006 loss_class_dn_1: 0.06743 loss_bbox_dn_1: 0.1625 loss_giou_dn_1: 0.3943 loss_class_dn_2: 0.05519 loss_bbox_dn_2: 0.1428 loss_giou_dn_2: 0.3658 loss_class_dn_3: 0.05005 loss_bbox_dn_3: 0.1383 loss_giou_dn_3: 0.3553 loss_class_dn_4: 0.04723 loss_bbox_dn_4: 0.1371 loss_giou_dn_4: 0.3533 time: 1.1155 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 17:21:37 d2.utils.events]: eta: 1 day, 21:02:27 iter: 77649 total_loss: 8.8 loss_class: 0.2368 loss_bbox: 0.1082 loss_giou: 0.3632 loss_class_0: 0.2636 loss_bbox_0: 0.1181 loss_giou_0: 0.3824 loss_class_1: 0.2488 loss_bbox_1: 0.1137 loss_giou_1: 0.3698 loss_class_2: 0.2419 loss_bbox_2: 0.1113 loss_giou_2: 0.368 loss_class_3: 0.2409 loss_bbox_3: 0.1098 loss_giou_3: 0.3634 loss_class_4: 0.2372 loss_bbox_4: 0.1091 loss_giou_4: 0.3618 loss_class_enc: 0.2787 loss_bbox_enc: 0.1312 loss_giou_enc: 0.406 loss_class_dn: 0.048 loss_bbox_dn: 0.1405 loss_giou_dn: 0.3469 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2211 loss_giou_dn_0: 0.4964 loss_class_dn_1: 0.07058 loss_bbox_dn_1: 0.1641 loss_giou_dn_1: 0.3925 loss_class_dn_2: 0.05652 loss_bbox_dn_2: 0.1447 loss_giou_dn_2: 0.3595 loss_class_dn_3: 0.05185 loss_bbox_dn_3: 0.1413 loss_giou_dn_3: 0.3493 loss_class_dn_4: 0.04864 loss_bbox_dn_4: 0.1405 loss_giou_dn_4: 0.3468 time: 1.1155 data_time: 0.0956 lr: 0.0001 max_mem: 43217M [05/20 17:22:37 d2.utils.events]: eta: 1 day, 20:58:15 iter: 77699 total_loss: 8.784 loss_class: 0.2353 loss_bbox: 0.1027 loss_giou: 0.3734 loss_class_0: 0.2636 loss_bbox_0: 0.1121 loss_giou_0: 0.3959 loss_class_1: 0.2454 loss_bbox_1: 0.1086 loss_giou_1: 0.3874 loss_class_2: 0.2415 loss_bbox_2: 0.1036 loss_giou_2: 0.3765 loss_class_3: 0.2382 loss_bbox_3: 0.1028 loss_giou_3: 0.3733 loss_class_4: 0.2366 loss_bbox_4: 0.1029 loss_giou_4: 0.3731 loss_class_enc: 0.2788 loss_bbox_enc: 0.124 loss_giou_enc: 0.4207 loss_class_dn: 0.04595 loss_bbox_dn: 0.1308 loss_giou_dn: 0.352 loss_class_dn_0: 0.09631 loss_bbox_dn_0: 0.2082 loss_giou_dn_0: 0.4976 loss_class_dn_1: 0.06683 loss_bbox_dn_1: 0.1525 loss_giou_dn_1: 0.3951 loss_class_dn_2: 0.05499 loss_bbox_dn_2: 0.1358 loss_giou_dn_2: 0.3632 loss_class_dn_3: 0.05012 loss_bbox_dn_3: 0.1317 loss_giou_dn_3: 0.3546 loss_class_dn_4: 0.04691 loss_bbox_dn_4: 0.1308 loss_giou_dn_4: 0.3519 time: 1.1155 data_time: 0.0893 lr: 0.0001 max_mem: 43217M [05/20 17:23:34 d2.utils.events]: eta: 1 day, 20:53:12 iter: 77749 total_loss: 8.885 loss_class: 0.2387 loss_bbox: 0.1052 loss_giou: 0.3728 loss_class_0: 0.2687 loss_bbox_0: 0.1171 loss_giou_0: 0.3888 loss_class_1: 0.2518 loss_bbox_1: 0.1111 loss_giou_1: 0.3827 loss_class_2: 0.245 loss_bbox_2: 0.1072 loss_giou_2: 0.3794 loss_class_3: 0.2422 loss_bbox_3: 0.1059 loss_giou_3: 0.3758 loss_class_4: 0.239 loss_bbox_4: 0.1056 loss_giou_4: 0.3744 loss_class_enc: 0.2849 loss_bbox_enc: 0.1283 loss_giou_enc: 0.4193 loss_class_dn: 0.04888 loss_bbox_dn: 0.1348 loss_giou_dn: 0.3529 loss_class_dn_0: 0.1009 loss_bbox_dn_0: 0.216 loss_giou_dn_0: 0.5046 loss_class_dn_1: 0.07005 loss_bbox_dn_1: 0.1598 loss_giou_dn_1: 0.3952 loss_class_dn_2: 0.05782 loss_bbox_dn_2: 0.1404 loss_giou_dn_2: 0.3644 loss_class_dn_3: 0.05346 loss_bbox_dn_3: 0.1364 loss_giou_dn_3: 0.3551 loss_class_dn_4: 0.05038 loss_bbox_dn_4: 0.1349 loss_giou_dn_4: 0.3527 time: 1.1155 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 17:24:30 d2.utils.events]: eta: 1 day, 20:55:51 iter: 77799 total_loss: 9.032 loss_class: 0.2396 loss_bbox: 0.1087 loss_giou: 0.3645 loss_class_0: 0.2727 loss_bbox_0: 0.1213 loss_giou_0: 0.386 loss_class_1: 0.257 loss_bbox_1: 0.1149 loss_giou_1: 0.3764 loss_class_2: 0.2479 loss_bbox_2: 0.1114 loss_giou_2: 0.3697 loss_class_3: 0.2449 loss_bbox_3: 0.109 loss_giou_3: 0.3652 loss_class_4: 0.2408 loss_bbox_4: 0.1086 loss_giou_4: 0.3639 loss_class_enc: 0.2846 loss_bbox_enc: 0.1361 loss_giou_enc: 0.4104 loss_class_dn: 0.04983 loss_bbox_dn: 0.1485 loss_giou_dn: 0.3536 loss_class_dn_0: 0.1028 loss_bbox_dn_0: 0.2343 loss_giou_dn_0: 0.5114 loss_class_dn_1: 0.07251 loss_bbox_dn_1: 0.1739 loss_giou_dn_1: 0.4011 loss_class_dn_2: 0.05914 loss_bbox_dn_2: 0.1554 loss_giou_dn_2: 0.3664 loss_class_dn_3: 0.05401 loss_bbox_dn_3: 0.15 loss_giou_dn_3: 0.3559 loss_class_dn_4: 0.05108 loss_bbox_dn_4: 0.1483 loss_giou_dn_4: 0.3535 time: 1.1155 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 17:25:25 d2.utils.events]: eta: 1 day, 20:51:44 iter: 77849 total_loss: 8.94 loss_class: 0.2407 loss_bbox: 0.1042 loss_giou: 0.3783 loss_class_0: 0.2668 loss_bbox_0: 0.1118 loss_giou_0: 0.4027 loss_class_1: 0.2536 loss_bbox_1: 0.108 loss_giou_1: 0.3874 loss_class_2: 0.2474 loss_bbox_2: 0.1051 loss_giou_2: 0.3811 loss_class_3: 0.2437 loss_bbox_3: 0.103 loss_giou_3: 0.3803 loss_class_4: 0.2419 loss_bbox_4: 0.1044 loss_giou_4: 0.3779 loss_class_enc: 0.2809 loss_bbox_enc: 0.1234 loss_giou_enc: 0.4212 loss_class_dn: 0.04869 loss_bbox_dn: 0.1293 loss_giou_dn: 0.3597 loss_class_dn_0: 0.09874 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.4972 loss_class_dn_1: 0.06937 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3957 loss_class_dn_2: 0.05548 loss_bbox_dn_2: 0.1337 loss_giou_dn_2: 0.3672 loss_class_dn_3: 0.0513 loss_bbox_dn_3: 0.13 loss_giou_dn_3: 0.3613 loss_class_dn_4: 0.04914 loss_bbox_dn_4: 0.1293 loss_giou_dn_4: 0.3594 time: 1.1155 data_time: 0.0954 lr: 0.0001 max_mem: 43217M [05/20 17:26:21 d2.utils.events]: eta: 1 day, 20:49:40 iter: 77899 total_loss: 9.104 loss_class: 0.2485 loss_bbox: 0.1073 loss_giou: 0.3798 loss_class_0: 0.2767 loss_bbox_0: 0.1179 loss_giou_0: 0.3967 loss_class_1: 0.2618 loss_bbox_1: 0.1128 loss_giou_1: 0.392 loss_class_2: 0.2547 loss_bbox_2: 0.1103 loss_giou_2: 0.3833 loss_class_3: 0.2535 loss_bbox_3: 0.1082 loss_giou_3: 0.3795 loss_class_4: 0.2501 loss_bbox_4: 0.1074 loss_giou_4: 0.3805 loss_class_enc: 0.2921 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4231 loss_class_dn: 0.04994 loss_bbox_dn: 0.1352 loss_giou_dn: 0.3606 loss_class_dn_0: 0.1003 loss_bbox_dn_0: 0.2123 loss_giou_dn_0: 0.5159 loss_class_dn_1: 0.07066 loss_bbox_dn_1: 0.1588 loss_giou_dn_1: 0.4043 loss_class_dn_2: 0.05983 loss_bbox_dn_2: 0.1403 loss_giou_dn_2: 0.3738 loss_class_dn_3: 0.05498 loss_bbox_dn_3: 0.1367 loss_giou_dn_3: 0.3629 loss_class_dn_4: 0.05156 loss_bbox_dn_4: 0.1353 loss_giou_dn_4: 0.3606 time: 1.1155 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 17:27:17 d2.utils.events]: eta: 1 day, 20:48:24 iter: 77949 total_loss: 8.741 loss_class: 0.237 loss_bbox: 0.1082 loss_giou: 0.3617 loss_class_0: 0.2682 loss_bbox_0: 0.12 loss_giou_0: 0.381 loss_class_1: 0.2508 loss_bbox_1: 0.1153 loss_giou_1: 0.3696 loss_class_2: 0.245 loss_bbox_2: 0.1114 loss_giou_2: 0.364 loss_class_3: 0.242 loss_bbox_3: 0.1095 loss_giou_3: 0.3611 loss_class_4: 0.2404 loss_bbox_4: 0.1086 loss_giou_4: 0.3611 loss_class_enc: 0.2829 loss_bbox_enc: 0.1287 loss_giou_enc: 0.4056 loss_class_dn: 0.04463 loss_bbox_dn: 0.1423 loss_giou_dn: 0.3463 loss_class_dn_0: 0.09528 loss_bbox_dn_0: 0.2272 loss_giou_dn_0: 0.4976 loss_class_dn_1: 0.06395 loss_bbox_dn_1: 0.1659 loss_giou_dn_1: 0.3876 loss_class_dn_2: 0.05306 loss_bbox_dn_2: 0.1472 loss_giou_dn_2: 0.3591 loss_class_dn_3: 0.04815 loss_bbox_dn_3: 0.1433 loss_giou_dn_3: 0.3491 loss_class_dn_4: 0.04591 loss_bbox_dn_4: 0.1423 loss_giou_dn_4: 0.3462 time: 1.1155 data_time: 0.0939 lr: 0.0001 max_mem: 43217M [05/20 17:28:13 d2.utils.events]: eta: 1 day, 20:46:48 iter: 77999 total_loss: 9.034 loss_class: 0.2483 loss_bbox: 0.1085 loss_giou: 0.3824 loss_class_0: 0.2823 loss_bbox_0: 0.1178 loss_giou_0: 0.4038 loss_class_1: 0.2641 loss_bbox_1: 0.1128 loss_giou_1: 0.3896 loss_class_2: 0.2563 loss_bbox_2: 0.1102 loss_giou_2: 0.3866 loss_class_3: 0.2537 loss_bbox_3: 0.1094 loss_giou_3: 0.3844 loss_class_4: 0.2499 loss_bbox_4: 0.1088 loss_giou_4: 0.3822 loss_class_enc: 0.2914 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4251 loss_class_dn: 0.05013 loss_bbox_dn: 0.1427 loss_giou_dn: 0.3581 loss_class_dn_0: 0.1038 loss_bbox_dn_0: 0.2292 loss_giou_dn_0: 0.5086 loss_class_dn_1: 0.07279 loss_bbox_dn_1: 0.169 loss_giou_dn_1: 0.4014 loss_class_dn_2: 0.05962 loss_bbox_dn_2: 0.1481 loss_giou_dn_2: 0.3706 loss_class_dn_3: 0.05529 loss_bbox_dn_3: 0.1442 loss_giou_dn_3: 0.3604 loss_class_dn_4: 0.05133 loss_bbox_dn_4: 0.1428 loss_giou_dn_4: 0.358 time: 1.1155 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 17:29:10 d2.utils.events]: eta: 1 day, 20:46:18 iter: 78049 total_loss: 8.958 loss_class: 0.2365 loss_bbox: 0.1094 loss_giou: 0.3687 loss_class_0: 0.2658 loss_bbox_0: 0.1195 loss_giou_0: 0.3946 loss_class_1: 0.2512 loss_bbox_1: 0.1158 loss_giou_1: 0.3828 loss_class_2: 0.2441 loss_bbox_2: 0.112 loss_giou_2: 0.3741 loss_class_3: 0.2408 loss_bbox_3: 0.1095 loss_giou_3: 0.3713 loss_class_4: 0.2376 loss_bbox_4: 0.1088 loss_giou_4: 0.3691 loss_class_enc: 0.2806 loss_bbox_enc: 0.1316 loss_giou_enc: 0.4174 loss_class_dn: 0.04907 loss_bbox_dn: 0.1418 loss_giou_dn: 0.3557 loss_class_dn_0: 0.09932 loss_bbox_dn_0: 0.2242 loss_giou_dn_0: 0.5062 loss_class_dn_1: 0.07033 loss_bbox_dn_1: 0.1654 loss_giou_dn_1: 0.3985 loss_class_dn_2: 0.05769 loss_bbox_dn_2: 0.1469 loss_giou_dn_2: 0.367 loss_class_dn_3: 0.05358 loss_bbox_dn_3: 0.1428 loss_giou_dn_3: 0.3576 loss_class_dn_4: 0.04954 loss_bbox_dn_4: 0.1421 loss_giou_dn_4: 0.3555 time: 1.1155 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 17:30:06 d2.utils.events]: eta: 1 day, 20:45:55 iter: 78099 total_loss: 8.999 loss_class: 0.2512 loss_bbox: 0.1077 loss_giou: 0.3599 loss_class_0: 0.2768 loss_bbox_0: 0.1186 loss_giou_0: 0.3764 loss_class_1: 0.2608 loss_bbox_1: 0.1135 loss_giou_1: 0.372 loss_class_2: 0.2568 loss_bbox_2: 0.1098 loss_giou_2: 0.3661 loss_class_3: 0.2537 loss_bbox_3: 0.1081 loss_giou_3: 0.3594 loss_class_4: 0.2528 loss_bbox_4: 0.1075 loss_giou_4: 0.3585 loss_class_enc: 0.2908 loss_bbox_enc: 0.13 loss_giou_enc: 0.4014 loss_class_dn: 0.05621 loss_bbox_dn: 0.1398 loss_giou_dn: 0.3477 loss_class_dn_0: 0.1053 loss_bbox_dn_0: 0.2193 loss_giou_dn_0: 0.491 loss_class_dn_1: 0.07693 loss_bbox_dn_1: 0.1639 loss_giou_dn_1: 0.3898 loss_class_dn_2: 0.06494 loss_bbox_dn_2: 0.1455 loss_giou_dn_2: 0.3585 loss_class_dn_3: 0.06029 loss_bbox_dn_3: 0.1424 loss_giou_dn_3: 0.3501 loss_class_dn_4: 0.05736 loss_bbox_dn_4: 0.14 loss_giou_dn_4: 0.3478 time: 1.1155 data_time: 0.1046 lr: 0.0001 max_mem: 43217M [05/20 17:31:03 d2.utils.events]: eta: 1 day, 20:46:27 iter: 78149 total_loss: 8.891 loss_class: 0.2482 loss_bbox: 0.108 loss_giou: 0.3617 loss_class_0: 0.279 loss_bbox_0: 0.1199 loss_giou_0: 0.3851 loss_class_1: 0.2641 loss_bbox_1: 0.1149 loss_giou_1: 0.3763 loss_class_2: 0.256 loss_bbox_2: 0.1113 loss_giou_2: 0.367 loss_class_3: 0.253 loss_bbox_3: 0.1078 loss_giou_3: 0.3645 loss_class_4: 0.2501 loss_bbox_4: 0.1085 loss_giou_4: 0.3622 loss_class_enc: 0.2925 loss_bbox_enc: 0.1315 loss_giou_enc: 0.4069 loss_class_dn: 0.04867 loss_bbox_dn: 0.1371 loss_giou_dn: 0.3529 loss_class_dn_0: 0.1024 loss_bbox_dn_0: 0.22 loss_giou_dn_0: 0.5062 loss_class_dn_1: 0.07259 loss_bbox_dn_1: 0.1582 loss_giou_dn_1: 0.3981 loss_class_dn_2: 0.05927 loss_bbox_dn_2: 0.1415 loss_giou_dn_2: 0.3645 loss_class_dn_3: 0.05371 loss_bbox_dn_3: 0.1383 loss_giou_dn_3: 0.3551 loss_class_dn_4: 0.0493 loss_bbox_dn_4: 0.1371 loss_giou_dn_4: 0.3528 time: 1.1155 data_time: 0.1022 lr: 0.0001 max_mem: 43217M [05/20 17:31:58 d2.utils.events]: eta: 1 day, 20:48:13 iter: 78199 total_loss: 8.867 loss_class: 0.2399 loss_bbox: 0.1094 loss_giou: 0.3725 loss_class_0: 0.2671 loss_bbox_0: 0.121 loss_giou_0: 0.3915 loss_class_1: 0.2511 loss_bbox_1: 0.1149 loss_giou_1: 0.3839 loss_class_2: 0.2438 loss_bbox_2: 0.1115 loss_giou_2: 0.3761 loss_class_3: 0.2403 loss_bbox_3: 0.11 loss_giou_3: 0.3742 loss_class_4: 0.2397 loss_bbox_4: 0.1099 loss_giou_4: 0.3721 loss_class_enc: 0.2872 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4135 loss_class_dn: 0.04586 loss_bbox_dn: 0.1408 loss_giou_dn: 0.353 loss_class_dn_0: 0.09681 loss_bbox_dn_0: 0.2237 loss_giou_dn_0: 0.5043 loss_class_dn_1: 0.06833 loss_bbox_dn_1: 0.1615 loss_giou_dn_1: 0.3954 loss_class_dn_2: 0.0562 loss_bbox_dn_2: 0.1434 loss_giou_dn_2: 0.3649 loss_class_dn_3: 0.05075 loss_bbox_dn_3: 0.1414 loss_giou_dn_3: 0.3553 loss_class_dn_4: 0.04762 loss_bbox_dn_4: 0.1409 loss_giou_dn_4: 0.3527 time: 1.1155 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 17:32:55 d2.utils.events]: eta: 1 day, 20:48:43 iter: 78249 total_loss: 8.963 loss_class: 0.2399 loss_bbox: 0.1072 loss_giou: 0.3675 loss_class_0: 0.27 loss_bbox_0: 0.1189 loss_giou_0: 0.3905 loss_class_1: 0.2549 loss_bbox_1: 0.113 loss_giou_1: 0.3784 loss_class_2: 0.2449 loss_bbox_2: 0.1081 loss_giou_2: 0.3732 loss_class_3: 0.2444 loss_bbox_3: 0.1072 loss_giou_3: 0.3699 loss_class_4: 0.2403 loss_bbox_4: 0.107 loss_giou_4: 0.3681 loss_class_enc: 0.2818 loss_bbox_enc: 0.1312 loss_giou_enc: 0.4151 loss_class_dn: 0.0504 loss_bbox_dn: 0.1368 loss_giou_dn: 0.3551 loss_class_dn_0: 0.1008 loss_bbox_dn_0: 0.2133 loss_giou_dn_0: 0.5127 loss_class_dn_1: 0.0717 loss_bbox_dn_1: 0.1582 loss_giou_dn_1: 0.401 loss_class_dn_2: 0.05993 loss_bbox_dn_2: 0.141 loss_giou_dn_2: 0.3675 loss_class_dn_3: 0.05429 loss_bbox_dn_3: 0.1382 loss_giou_dn_3: 0.3578 loss_class_dn_4: 0.05051 loss_bbox_dn_4: 0.1368 loss_giou_dn_4: 0.355 time: 1.1155 data_time: 0.1050 lr: 0.0001 max_mem: 43217M [05/20 17:33:51 d2.utils.events]: eta: 1 day, 20:48:25 iter: 78299 total_loss: 8.981 loss_class: 0.2396 loss_bbox: 0.1105 loss_giou: 0.3715 loss_class_0: 0.2711 loss_bbox_0: 0.1232 loss_giou_0: 0.3913 loss_class_1: 0.2507 loss_bbox_1: 0.1166 loss_giou_1: 0.3825 loss_class_2: 0.2417 loss_bbox_2: 0.1127 loss_giou_2: 0.3753 loss_class_3: 0.2395 loss_bbox_3: 0.1114 loss_giou_3: 0.3731 loss_class_4: 0.2392 loss_bbox_4: 0.1115 loss_giou_4: 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loss_class_enc: 0.2886 loss_bbox_enc: 0.1269 loss_giou_enc: 0.4132 loss_class_dn: 0.04966 loss_bbox_dn: 0.132 loss_giou_dn: 0.3477 loss_class_dn_0: 0.1017 loss_bbox_dn_0: 0.2159 loss_giou_dn_0: 0.4951 loss_class_dn_1: 0.07131 loss_bbox_dn_1: 0.1561 loss_giou_dn_1: 0.3915 loss_class_dn_2: 0.05823 loss_bbox_dn_2: 0.139 loss_giou_dn_2: 0.3598 loss_class_dn_3: 0.05386 loss_bbox_dn_3: 0.1332 loss_giou_dn_3: 0.35 loss_class_dn_4: 0.05071 loss_bbox_dn_4: 0.132 loss_giou_dn_4: 0.3476 time: 1.1155 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 17:35:43 d2.utils.events]: eta: 1 day, 20:44:08 iter: 78399 total_loss: 8.934 loss_class: 0.24 loss_bbox: 0.1114 loss_giou: 0.3699 loss_class_0: 0.2696 loss_bbox_0: 0.1206 loss_giou_0: 0.393 loss_class_1: 0.2535 loss_bbox_1: 0.1159 loss_giou_1: 0.3805 loss_class_2: 0.2464 loss_bbox_2: 0.1138 loss_giou_2: 0.3761 loss_class_3: 0.2456 loss_bbox_3: 0.1112 loss_giou_3: 0.3714 loss_class_4: 0.2421 loss_bbox_4: 0.111 loss_giou_4: 0.3707 loss_class_enc: 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loss_bbox_enc: 0.1345 loss_giou_enc: 0.428 loss_class_dn: 0.04957 loss_bbox_dn: 0.1435 loss_giou_dn: 0.3559 loss_class_dn_0: 0.1048 loss_bbox_dn_0: 0.2289 loss_giou_dn_0: 0.5075 loss_class_dn_1: 0.07267 loss_bbox_dn_1: 0.1696 loss_giou_dn_1: 0.399 loss_class_dn_2: 0.0587 loss_bbox_dn_2: 0.1502 loss_giou_dn_2: 0.3671 loss_class_dn_3: 0.05389 loss_bbox_dn_3: 0.1452 loss_giou_dn_3: 0.3581 loss_class_dn_4: 0.05047 loss_bbox_dn_4: 0.1437 loss_giou_dn_4: 0.3559 time: 1.1155 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 17:37:38 d2.utils.events]: eta: 1 day, 20:42:44 iter: 78499 total_loss: 8.881 loss_class: 0.2381 loss_bbox: 0.1049 loss_giou: 0.3719 loss_class_0: 0.2663 loss_bbox_0: 0.1185 loss_giou_0: 0.3938 loss_class_1: 0.2503 loss_bbox_1: 0.1115 loss_giou_1: 0.3824 loss_class_2: 0.2429 loss_bbox_2: 0.1097 loss_giou_2: 0.3784 loss_class_3: 0.2411 loss_bbox_3: 0.107 loss_giou_3: 0.3753 loss_class_4: 0.2383 loss_bbox_4: 0.1057 loss_giou_4: 0.3734 loss_class_enc: 0.2811 loss_bbox_enc: 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loss_giou_enc: 0.4289 loss_class_dn: 0.04708 loss_bbox_dn: 0.134 loss_giou_dn: 0.3542 loss_class_dn_0: 0.09893 loss_bbox_dn_0: 0.2096 loss_giou_dn_0: 0.5089 loss_class_dn_1: 0.06738 loss_bbox_dn_1: 0.157 loss_giou_dn_1: 0.4012 loss_class_dn_2: 0.05596 loss_bbox_dn_2: 0.1386 loss_giou_dn_2: 0.3672 loss_class_dn_3: 0.05146 loss_bbox_dn_3: 0.1349 loss_giou_dn_3: 0.3571 loss_class_dn_4: 0.04823 loss_bbox_dn_4: 0.1341 loss_giou_dn_4: 0.354 time: 1.1155 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 17:39:30 d2.utils.events]: eta: 1 day, 20:44:04 iter: 78599 total_loss: 8.887 loss_class: 0.2439 loss_bbox: 0.1082 loss_giou: 0.3643 loss_class_0: 0.2767 loss_bbox_0: 0.1186 loss_giou_0: 0.3814 loss_class_1: 0.261 loss_bbox_1: 0.1141 loss_giou_1: 0.3744 loss_class_2: 0.251 loss_bbox_2: 0.1102 loss_giou_2: 0.3673 loss_class_3: 0.2499 loss_bbox_3: 0.1092 loss_giou_3: 0.3643 loss_class_4: 0.2455 loss_bbox_4: 0.109 loss_giou_4: 0.3649 loss_class_enc: 0.2911 loss_bbox_enc: 0.1319 loss_giou_enc: 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loss_class_dn: 0.04669 loss_bbox_dn: 0.1352 loss_giou_dn: 0.3561 loss_class_dn_0: 0.1001 loss_bbox_dn_0: 0.2181 loss_giou_dn_0: 0.5074 loss_class_dn_1: 0.06924 loss_bbox_dn_1: 0.1584 loss_giou_dn_1: 0.4014 loss_class_dn_2: 0.05589 loss_bbox_dn_2: 0.1397 loss_giou_dn_2: 0.3676 loss_class_dn_3: 0.05173 loss_bbox_dn_3: 0.1355 loss_giou_dn_3: 0.3583 loss_class_dn_4: 0.04779 loss_bbox_dn_4: 0.1352 loss_giou_dn_4: 0.356 time: 1.1155 data_time: 0.0999 lr: 0.0001 max_mem: 43217M [05/20 17:41:23 d2.utils.events]: eta: 1 day, 20:42:30 iter: 78699 total_loss: 8.912 loss_class: 0.24 loss_bbox: 0.1066 loss_giou: 0.3755 loss_class_0: 0.2701 loss_bbox_0: 0.117 loss_giou_0: 0.3908 loss_class_1: 0.2538 loss_bbox_1: 0.1125 loss_giou_1: 0.3804 loss_class_2: 0.2464 loss_bbox_2: 0.1101 loss_giou_2: 0.3762 loss_class_3: 0.2447 loss_bbox_3: 0.1089 loss_giou_3: 0.3746 loss_class_4: 0.2412 loss_bbox_4: 0.1079 loss_giou_4: 0.374 loss_class_enc: 0.2856 loss_bbox_enc: 0.1312 loss_giou_enc: 0.4125 loss_class_dn: 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loss_bbox_dn: 0.1415 loss_giou_dn: 0.3467 loss_class_dn_0: 0.1017 loss_bbox_dn_0: 0.2221 loss_giou_dn_0: 0.4983 loss_class_dn_1: 0.07204 loss_bbox_dn_1: 0.1642 loss_giou_dn_1: 0.3893 loss_class_dn_2: 0.05895 loss_bbox_dn_2: 0.1459 loss_giou_dn_2: 0.3591 loss_class_dn_3: 0.05445 loss_bbox_dn_3: 0.142 loss_giou_dn_3: 0.3497 loss_class_dn_4: 0.05048 loss_bbox_dn_4: 0.1416 loss_giou_dn_4: 0.3465 time: 1.1155 data_time: 0.1025 lr: 0.0001 max_mem: 43217M [05/20 17:43:15 d2.utils.events]: eta: 1 day, 20:41:57 iter: 78799 total_loss: 9.077 loss_class: 0.2458 loss_bbox: 0.109 loss_giou: 0.3785 loss_class_0: 0.2778 loss_bbox_0: 0.1177 loss_giou_0: 0.4009 loss_class_1: 0.2631 loss_bbox_1: 0.1117 loss_giou_1: 0.3889 loss_class_2: 0.2526 loss_bbox_2: 0.1115 loss_giou_2: 0.3842 loss_class_3: 0.2496 loss_bbox_3: 0.1107 loss_giou_3: 0.381 loss_class_4: 0.2467 loss_bbox_4: 0.1092 loss_giou_4: 0.3779 loss_class_enc: 0.2918 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4301 loss_class_dn: 0.04899 loss_bbox_dn: 0.1388 loss_giou_dn: 0.3622 loss_class_dn_0: 0.09861 loss_bbox_dn_0: 0.2171 loss_giou_dn_0: 0.5135 loss_class_dn_1: 0.07011 loss_bbox_dn_1: 0.1621 loss_giou_dn_1: 0.4052 loss_class_dn_2: 0.05745 loss_bbox_dn_2: 0.145 loss_giou_dn_2: 0.3738 loss_class_dn_3: 0.05302 loss_bbox_dn_3: 0.1395 loss_giou_dn_3: 0.3631 loss_class_dn_4: 0.05019 loss_bbox_dn_4: 0.1389 loss_giou_dn_4: 0.3614 time: 1.1155 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 17:44:10 d2.utils.events]: eta: 1 day, 20:41:15 iter: 78849 total_loss: 8.973 loss_class: 0.245 loss_bbox: 0.1021 loss_giou: 0.3748 loss_class_0: 0.2749 loss_bbox_0: 0.1114 loss_giou_0: 0.3897 loss_class_1: 0.2598 loss_bbox_1: 0.108 loss_giou_1: 0.381 loss_class_2: 0.2506 loss_bbox_2: 0.1046 loss_giou_2: 0.3778 loss_class_3: 0.2494 loss_bbox_3: 0.1029 loss_giou_3: 0.3749 loss_class_4: 0.246 loss_bbox_4: 0.1023 loss_giou_4: 0.3747 loss_class_enc: 0.2871 loss_bbox_enc: 0.1192 loss_giou_enc: 0.4114 loss_class_dn: 0.05024 loss_bbox_dn: 0.1311 loss_giou_dn: 0.3505 loss_class_dn_0: 0.09976 loss_bbox_dn_0: 0.2015 loss_giou_dn_0: 0.505 loss_class_dn_1: 0.07069 loss_bbox_dn_1: 0.1501 loss_giou_dn_1: 0.3929 loss_class_dn_2: 0.05866 loss_bbox_dn_2: 0.1353 loss_giou_dn_2: 0.3613 loss_class_dn_3: 0.05455 loss_bbox_dn_3: 0.1324 loss_giou_dn_3: 0.3528 loss_class_dn_4: 0.05124 loss_bbox_dn_4: 0.1311 loss_giou_dn_4: 0.3505 time: 1.1155 data_time: 0.0961 lr: 0.0001 max_mem: 43217M [05/20 17:45:06 d2.utils.events]: eta: 1 day, 20:40:52 iter: 78899 total_loss: 8.739 loss_class: 0.2431 loss_bbox: 0.1066 loss_giou: 0.3601 loss_class_0: 0.2714 loss_bbox_0: 0.1171 loss_giou_0: 0.3803 loss_class_1: 0.2565 loss_bbox_1: 0.113 loss_giou_1: 0.3715 loss_class_2: 0.2486 loss_bbox_2: 0.1085 loss_giou_2: 0.366 loss_class_3: 0.2451 loss_bbox_3: 0.1072 loss_giou_3: 0.3624 loss_class_4: 0.2432 loss_bbox_4: 0.1071 loss_giou_4: 0.3608 loss_class_enc: 0.2836 loss_bbox_enc: 0.1313 loss_giou_enc: 0.4072 loss_class_dn: 0.04751 loss_bbox_dn: 0.141 loss_giou_dn: 0.3497 loss_class_dn_0: 0.09881 loss_bbox_dn_0: 0.2214 loss_giou_dn_0: 0.4963 loss_class_dn_1: 0.06831 loss_bbox_dn_1: 0.1594 loss_giou_dn_1: 0.3912 loss_class_dn_2: 0.05603 loss_bbox_dn_2: 0.1448 loss_giou_dn_2: 0.3609 loss_class_dn_3: 0.05186 loss_bbox_dn_3: 0.1415 loss_giou_dn_3: 0.3521 loss_class_dn_4: 0.04893 loss_bbox_dn_4: 0.141 loss_giou_dn_4: 0.3498 time: 1.1155 data_time: 0.0982 lr: 0.0001 max_mem: 43217M [05/20 17:46:02 d2.utils.events]: eta: 1 day, 20:41:41 iter: 78949 total_loss: 8.963 loss_class: 0.2443 loss_bbox: 0.1102 loss_giou: 0.375 loss_class_0: 0.2723 loss_bbox_0: 0.1205 loss_giou_0: 0.3975 loss_class_1: 0.2595 loss_bbox_1: 0.1149 loss_giou_1: 0.3847 loss_class_2: 0.2503 loss_bbox_2: 0.1115 loss_giou_2: 0.3761 loss_class_3: 0.2483 loss_bbox_3: 0.1109 loss_giou_3: 0.3737 loss_class_4: 0.2443 loss_bbox_4: 0.1093 loss_giou_4: 0.3748 loss_class_enc: 0.2855 loss_bbox_enc: 0.1319 loss_giou_enc: 0.4201 loss_class_dn: 0.05184 loss_bbox_dn: 0.1458 loss_giou_dn: 0.3518 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loss_class_dn_0: 0.09818 loss_bbox_dn_0: 0.2219 loss_giou_dn_0: 0.5111 loss_class_dn_1: 0.06703 loss_bbox_dn_1: 0.1641 loss_giou_dn_1: 0.3995 loss_class_dn_2: 0.05166 loss_bbox_dn_2: 0.1433 loss_giou_dn_2: 0.3694 loss_class_dn_3: 0.04752 loss_bbox_dn_3: 0.1393 loss_giou_dn_3: 0.3588 loss_class_dn_4: 0.04482 loss_bbox_dn_4: 0.1383 loss_giou_dn_4: 0.356 time: 1.1155 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 17:50:43 d2.utils.events]: eta: 1 day, 20:33:23 iter: 79199 total_loss: 8.967 loss_class: 0.2373 loss_bbox: 0.1069 loss_giou: 0.3718 loss_class_0: 0.2712 loss_bbox_0: 0.1193 loss_giou_0: 0.3947 loss_class_1: 0.2547 loss_bbox_1: 0.1127 loss_giou_1: 0.3834 loss_class_2: 0.2458 loss_bbox_2: 0.1092 loss_giou_2: 0.376 loss_class_3: 0.2442 loss_bbox_3: 0.1072 loss_giou_3: 0.3734 loss_class_4: 0.2404 loss_bbox_4: 0.107 loss_giou_4: 0.3726 loss_class_enc: 0.2826 loss_bbox_enc: 0.131 loss_giou_enc: 0.4206 loss_class_dn: 0.04663 loss_bbox_dn: 0.1368 loss_giou_dn: 0.3594 loss_class_dn_0: 0.09895 loss_bbox_dn_0: 0.2239 loss_giou_dn_0: 0.508 loss_class_dn_1: 0.06916 loss_bbox_dn_1: 0.1609 loss_giou_dn_1: 0.4028 loss_class_dn_2: 0.05765 loss_bbox_dn_2: 0.1416 loss_giou_dn_2: 0.3701 loss_class_dn_3: 0.05238 loss_bbox_dn_3: 0.1379 loss_giou_dn_3: 0.3613 loss_class_dn_4: 0.04813 loss_bbox_dn_4: 0.1369 loss_giou_dn_4: 0.3595 time: 1.1155 data_time: 0.1005 lr: 0.0001 max_mem: 43217M [05/20 17:51:38 d2.utils.events]: eta: 1 day, 20:30:54 iter: 79249 total_loss: 8.835 loss_class: 0.245 loss_bbox: 0.1067 loss_giou: 0.3614 loss_class_0: 0.2746 loss_bbox_0: 0.1151 loss_giou_0: 0.3791 loss_class_1: 0.2599 loss_bbox_1: 0.1113 loss_giou_1: 0.372 loss_class_2: 0.2497 loss_bbox_2: 0.1078 loss_giou_2: 0.3645 loss_class_3: 0.2485 loss_bbox_3: 0.1063 loss_giou_3: 0.3616 loss_class_4: 0.2441 loss_bbox_4: 0.1065 loss_giou_4: 0.3619 loss_class_enc: 0.2873 loss_bbox_enc: 0.1311 loss_giou_enc: 0.4087 loss_class_dn: 0.04836 loss_bbox_dn: 0.1415 loss_giou_dn: 0.3502 loss_class_dn_0: 0.09932 loss_bbox_dn_0: 0.2164 loss_giou_dn_0: 0.4939 loss_class_dn_1: 0.07104 loss_bbox_dn_1: 0.163 loss_giou_dn_1: 0.3914 loss_class_dn_2: 0.05789 loss_bbox_dn_2: 0.1462 loss_giou_dn_2: 0.361 loss_class_dn_3: 0.0534 loss_bbox_dn_3: 0.1427 loss_giou_dn_3: 0.3529 loss_class_dn_4: 0.04977 loss_bbox_dn_4: 0.1415 loss_giou_dn_4: 0.3501 time: 1.1155 data_time: 0.0974 lr: 0.0001 max_mem: 43217M [05/20 17:52:35 d2.utils.events]: eta: 1 day, 20:31:01 iter: 79299 total_loss: 9.03 loss_class: 0.2431 loss_bbox: 0.1082 loss_giou: 0.3732 loss_class_0: 0.2752 loss_bbox_0: 0.1221 loss_giou_0: 0.3977 loss_class_1: 0.2589 loss_bbox_1: 0.1143 loss_giou_1: 0.3864 loss_class_2: 0.2503 loss_bbox_2: 0.1125 loss_giou_2: 0.3796 loss_class_3: 0.2484 loss_bbox_3: 0.1088 loss_giou_3: 0.3759 loss_class_4: 0.2443 loss_bbox_4: 0.1083 loss_giou_4: 0.3742 loss_class_enc: 0.2885 loss_bbox_enc: 0.133 loss_giou_enc: 0.4218 loss_class_dn: 0.04893 loss_bbox_dn: 0.1429 loss_giou_dn: 0.3551 loss_class_dn_0: 0.1 loss_bbox_dn_0: 0.2247 loss_giou_dn_0: 0.5211 loss_class_dn_1: 0.07189 loss_bbox_dn_1: 0.169 loss_giou_dn_1: 0.3991 loss_class_dn_2: 0.05882 loss_bbox_dn_2: 0.1507 loss_giou_dn_2: 0.3677 loss_class_dn_3: 0.05385 loss_bbox_dn_3: 0.1448 loss_giou_dn_3: 0.357 loss_class_dn_4: 0.05092 loss_bbox_dn_4: 0.1429 loss_giou_dn_4: 0.3551 time: 1.1155 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 17:53:30 d2.utils.events]: eta: 1 day, 20:29:35 iter: 79349 total_loss: 9.119 loss_class: 0.2464 loss_bbox: 0.108 loss_giou: 0.3671 loss_class_0: 0.2751 loss_bbox_0: 0.1206 loss_giou_0: 0.3869 loss_class_1: 0.2585 loss_bbox_1: 0.1163 loss_giou_1: 0.3781 loss_class_2: 0.2523 loss_bbox_2: 0.1107 loss_giou_2: 0.3714 loss_class_3: 0.2511 loss_bbox_3: 0.1082 loss_giou_3: 0.3665 loss_class_4: 0.2478 loss_bbox_4: 0.1086 loss_giou_4: 0.3663 loss_class_enc: 0.2888 loss_bbox_enc: 0.1339 loss_giou_enc: 0.4154 loss_class_dn: 0.04909 loss_bbox_dn: 0.1444 loss_giou_dn: 0.3595 loss_class_dn_0: 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loss_bbox_dn_0: 0.2322 loss_giou_dn_0: 0.5038 loss_class_dn_1: 0.07065 loss_bbox_dn_1: 0.1726 loss_giou_dn_1: 0.3944 loss_class_dn_2: 0.05793 loss_bbox_dn_2: 0.1541 loss_giou_dn_2: 0.363 loss_class_dn_3: 0.05337 loss_bbox_dn_3: 0.1503 loss_giou_dn_3: 0.351 loss_class_dn_4: 0.05003 loss_bbox_dn_4: 0.1496 loss_giou_dn_4: 0.349 time: 1.1155 data_time: 0.0853 lr: 0.0001 max_mem: 43217M [05/20 17:55:23 d2.utils.events]: eta: 1 day, 20:23:05 iter: 79449 total_loss: 8.768 loss_class: 0.2392 loss_bbox: 0.1059 loss_giou: 0.364 loss_class_0: 0.2675 loss_bbox_0: 0.1159 loss_giou_0: 0.3863 loss_class_1: 0.2508 loss_bbox_1: 0.1102 loss_giou_1: 0.3735 loss_class_2: 0.2445 loss_bbox_2: 0.1076 loss_giou_2: 0.3708 loss_class_3: 0.2412 loss_bbox_3: 0.1063 loss_giou_3: 0.3667 loss_class_4: 0.2396 loss_bbox_4: 0.1057 loss_giou_4: 0.3652 loss_class_enc: 0.2823 loss_bbox_enc: 0.1281 loss_giou_enc: 0.4133 loss_class_dn: 0.04606 loss_bbox_dn: 0.139 loss_giou_dn: 0.3495 loss_class_dn_0: 0.09718 loss_bbox_dn_0: 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loss_giou_dn_0: 0.506 loss_class_dn_1: 0.07004 loss_bbox_dn_1: 0.1591 loss_giou_dn_1: 0.3978 loss_class_dn_2: 0.0581 loss_bbox_dn_2: 0.1411 loss_giou_dn_2: 0.3668 loss_class_dn_3: 0.05415 loss_bbox_dn_3: 0.1382 loss_giou_dn_3: 0.3588 loss_class_dn_4: 0.05076 loss_bbox_dn_4: 0.1372 loss_giou_dn_4: 0.3563 time: 1.1155 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 17:57:21 d2.utils.events]: eta: 1 day, 20:21:03 iter: 79549 total_loss: 8.905 loss_class: 0.2472 loss_bbox: 0.1064 loss_giou: 0.3723 loss_class_0: 0.2763 loss_bbox_0: 0.1176 loss_giou_0: 0.3923 loss_class_1: 0.2603 loss_bbox_1: 0.1118 loss_giou_1: 0.3815 loss_class_2: 0.2539 loss_bbox_2: 0.109 loss_giou_2: 0.375 loss_class_3: 0.2493 loss_bbox_3: 0.1064 loss_giou_3: 0.373 loss_class_4: 0.2475 loss_bbox_4: 0.1064 loss_giou_4: 0.3716 loss_class_enc: 0.2902 loss_bbox_enc: 0.1307 loss_giou_enc: 0.4176 loss_class_dn: 0.05056 loss_bbox_dn: 0.1405 loss_giou_dn: 0.3554 loss_class_dn_0: 0.105 loss_bbox_dn_0: 0.2244 loss_giou_dn_0: 0.5039 loss_class_dn_1: 0.07322 loss_bbox_dn_1: 0.1668 loss_giou_dn_1: 0.3987 loss_class_dn_2: 0.06024 loss_bbox_dn_2: 0.1469 loss_giou_dn_2: 0.3688 loss_class_dn_3: 0.05467 loss_bbox_dn_3: 0.142 loss_giou_dn_3: 0.3576 loss_class_dn_4: 0.05147 loss_bbox_dn_4: 0.1407 loss_giou_dn_4: 0.3553 time: 1.1155 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 17:58:17 d2.utils.events]: eta: 1 day, 20:20:08 iter: 79599 total_loss: 8.83 loss_class: 0.236 loss_bbox: 0.1069 loss_giou: 0.3697 loss_class_0: 0.273 loss_bbox_0: 0.1173 loss_giou_0: 0.3872 loss_class_1: 0.2533 loss_bbox_1: 0.1125 loss_giou_1: 0.3794 loss_class_2: 0.2426 loss_bbox_2: 0.1094 loss_giou_2: 0.3749 loss_class_3: 0.2417 loss_bbox_3: 0.1071 loss_giou_3: 0.3717 loss_class_4: 0.2358 loss_bbox_4: 0.1073 loss_giou_4: 0.3703 loss_class_enc: 0.2821 loss_bbox_enc: 0.1294 loss_giou_enc: 0.4147 loss_class_dn: 0.04548 loss_bbox_dn: 0.1399 loss_giou_dn: 0.3543 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2254 loss_giou_dn_0: 0.503 loss_class_dn_1: 0.06983 loss_bbox_dn_1: 0.1638 loss_giou_dn_1: 0.399 loss_class_dn_2: 0.05768 loss_bbox_dn_2: 0.1455 loss_giou_dn_2: 0.368 loss_class_dn_3: 0.05191 loss_bbox_dn_3: 0.1415 loss_giou_dn_3: 0.3575 loss_class_dn_4: 0.04715 loss_bbox_dn_4: 0.1399 loss_giou_dn_4: 0.3542 time: 1.1155 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 17:59:14 d2.utils.events]: eta: 1 day, 20:20:15 iter: 79649 total_loss: 9.003 loss_class: 0.2417 loss_bbox: 0.1075 loss_giou: 0.3799 loss_class_0: 0.2718 loss_bbox_0: 0.1154 loss_giou_0: 0.4026 loss_class_1: 0.2557 loss_bbox_1: 0.1122 loss_giou_1: 0.3924 loss_class_2: 0.2488 loss_bbox_2: 0.1097 loss_giou_2: 0.3843 loss_class_3: 0.2459 loss_bbox_3: 0.1073 loss_giou_3: 0.3796 loss_class_4: 0.2419 loss_bbox_4: 0.1072 loss_giou_4: 0.3801 loss_class_enc: 0.2831 loss_bbox_enc: 0.1288 loss_giou_enc: 0.4262 loss_class_dn: 0.0493 loss_bbox_dn: 0.1349 loss_giou_dn: 0.3551 loss_class_dn_0: 0.1017 loss_bbox_dn_0: 0.2263 loss_giou_dn_0: 0.5122 loss_class_dn_1: 0.07209 loss_bbox_dn_1: 0.1606 loss_giou_dn_1: 0.3992 loss_class_dn_2: 0.06037 loss_bbox_dn_2: 0.1417 loss_giou_dn_2: 0.3672 loss_class_dn_3: 0.05404 loss_bbox_dn_3: 0.1366 loss_giou_dn_3: 0.3568 loss_class_dn_4: 0.05016 loss_bbox_dn_4: 0.1349 loss_giou_dn_4: 0.355 time: 1.1155 data_time: 0.0966 lr: 0.0001 max_mem: 43217M [05/20 18:00:10 d2.utils.events]: eta: 1 day, 20:19:40 iter: 79699 total_loss: 8.778 loss_class: 0.2416 loss_bbox: 0.1058 loss_giou: 0.3728 loss_class_0: 0.2727 loss_bbox_0: 0.1173 loss_giou_0: 0.3919 loss_class_1: 0.2559 loss_bbox_1: 0.111 loss_giou_1: 0.3796 loss_class_2: 0.2475 loss_bbox_2: 0.1084 loss_giou_2: 0.3774 loss_class_3: 0.2452 loss_bbox_3: 0.1081 loss_giou_3: 0.3743 loss_class_4: 0.2427 loss_bbox_4: 0.1058 loss_giou_4: 0.3727 loss_class_enc: 0.2848 loss_bbox_enc: 0.1301 loss_giou_enc: 0.4191 loss_class_dn: 0.04806 loss_bbox_dn: 0.1364 loss_giou_dn: 0.3511 loss_class_dn_0: 0.09963 loss_bbox_dn_0: 0.2176 loss_giou_dn_0: 0.4988 loss_class_dn_1: 0.06882 loss_bbox_dn_1: 0.1584 loss_giou_dn_1: 0.3945 loss_class_dn_2: 0.05758 loss_bbox_dn_2: 0.1423 loss_giou_dn_2: 0.3622 loss_class_dn_3: 0.05207 loss_bbox_dn_3: 0.1377 loss_giou_dn_3: 0.3531 loss_class_dn_4: 0.04901 loss_bbox_dn_4: 0.1364 loss_giou_dn_4: 0.3509 time: 1.1155 data_time: 0.0960 lr: 0.0001 max_mem: 43217M [05/20 18:01:06 d2.utils.events]: eta: 1 day, 20:19:16 iter: 79749 total_loss: 8.923 loss_class: 0.238 loss_bbox: 0.1084 loss_giou: 0.3673 loss_class_0: 0.2733 loss_bbox_0: 0.1201 loss_giou_0: 0.3843 loss_class_1: 0.2583 loss_bbox_1: 0.1139 loss_giou_1: 0.3747 loss_class_2: 0.2439 loss_bbox_2: 0.1125 loss_giou_2: 0.37 loss_class_3: 0.2439 loss_bbox_3: 0.11 loss_giou_3: 0.3657 loss_class_4: 0.241 loss_bbox_4: 0.1085 loss_giou_4: 0.3654 loss_class_enc: 0.2861 loss_bbox_enc: 0.1345 loss_giou_enc: 0.4154 loss_class_dn: 0.04877 loss_bbox_dn: 0.145 loss_giou_dn: 0.3515 loss_class_dn_0: 0.1026 loss_bbox_dn_0: 0.2234 loss_giou_dn_0: 0.5023 loss_class_dn_1: 0.07249 loss_bbox_dn_1: 0.1638 loss_giou_dn_1: 0.3921 loss_class_dn_2: 0.05879 loss_bbox_dn_2: 0.149 loss_giou_dn_2: 0.3618 loss_class_dn_3: 0.0534 loss_bbox_dn_3: 0.1464 loss_giou_dn_3: 0.3531 loss_class_dn_4: 0.04971 loss_bbox_dn_4: 0.1451 loss_giou_dn_4: 0.3513 time: 1.1155 data_time: 0.0945 lr: 0.0001 max_mem: 43217M [05/20 18:02:02 d2.utils.events]: eta: 1 day, 20:17:30 iter: 79799 total_loss: 8.907 loss_class: 0.242 loss_bbox: 0.1081 loss_giou: 0.3701 loss_class_0: 0.273 loss_bbox_0: 0.1187 loss_giou_0: 0.3885 loss_class_1: 0.2567 loss_bbox_1: 0.1138 loss_giou_1: 0.3798 loss_class_2: 0.2494 loss_bbox_2: 0.1103 loss_giou_2: 0.3744 loss_class_3: 0.2464 loss_bbox_3: 0.108 loss_giou_3: 0.3711 loss_class_4: 0.2452 loss_bbox_4: 0.1081 loss_giou_4: 0.37 loss_class_enc: 0.2824 loss_bbox_enc: 0.1309 loss_giou_enc: 0.4192 loss_class_dn: 0.04984 loss_bbox_dn: 0.1395 loss_giou_dn: 0.3557 loss_class_dn_0: 0.1001 loss_bbox_dn_0: 0.2239 loss_giou_dn_0: 0.511 loss_class_dn_1: 0.07071 loss_bbox_dn_1: 0.1633 loss_giou_dn_1: 0.3985 loss_class_dn_2: 0.05798 loss_bbox_dn_2: 0.1446 loss_giou_dn_2: 0.3676 loss_class_dn_3: 0.05416 loss_bbox_dn_3: 0.1409 loss_giou_dn_3: 0.3581 loss_class_dn_4: 0.05031 loss_bbox_dn_4: 0.1396 loss_giou_dn_4: 0.3556 time: 1.1155 data_time: 0.1034 lr: 0.0001 max_mem: 43217M [05/20 18:02:58 d2.utils.events]: eta: 1 day, 20:18:42 iter: 79849 total_loss: 8.809 loss_class: 0.2384 loss_bbox: 0.1065 loss_giou: 0.3728 loss_class_0: 0.2748 loss_bbox_0: 0.1185 loss_giou_0: 0.3898 loss_class_1: 0.2547 loss_bbox_1: 0.1141 loss_giou_1: 0.3826 loss_class_2: 0.2451 loss_bbox_2: 0.1093 loss_giou_2: 0.3781 loss_class_3: 0.2414 loss_bbox_3: 0.1069 loss_giou_3: 0.3744 loss_class_4: 0.2397 loss_bbox_4: 0.1067 loss_giou_4: 0.3729 loss_class_enc: 0.2848 loss_bbox_enc: 0.1315 loss_giou_enc: 0.4161 loss_class_dn: 0.04801 loss_bbox_dn: 0.1391 loss_giou_dn: 0.3504 loss_class_dn_0: 0.1018 loss_bbox_dn_0: 0.2218 loss_giou_dn_0: 0.5006 loss_class_dn_1: 0.07097 loss_bbox_dn_1: 0.1641 loss_giou_dn_1: 0.3938 loss_class_dn_2: 0.05652 loss_bbox_dn_2: 0.1453 loss_giou_dn_2: 0.3631 loss_class_dn_3: 0.05291 loss_bbox_dn_3: 0.1401 loss_giou_dn_3: 0.3532 loss_class_dn_4: 0.04889 loss_bbox_dn_4: 0.1389 loss_giou_dn_4: 0.3505 time: 1.1155 data_time: 0.0949 lr: 0.0001 max_mem: 43217M [05/20 18:03:56 d2.utils.events]: eta: 1 day, 20:18:16 iter: 79899 total_loss: 8.969 loss_class: 0.2445 loss_bbox: 0.1098 loss_giou: 0.3787 loss_class_0: 0.2764 loss_bbox_0: 0.1212 loss_giou_0: 0.3977 loss_class_1: 0.2625 loss_bbox_1: 0.1162 loss_giou_1: 0.3881 loss_class_2: 0.2506 loss_bbox_2: 0.112 loss_giou_2: 0.382 loss_class_3: 0.249 loss_bbox_3: 0.1092 loss_giou_3: 0.3806 loss_class_4: 0.2462 loss_bbox_4: 0.1101 loss_giou_4: 0.3795 loss_class_enc: 0.2926 loss_bbox_enc: 0.1307 loss_giou_enc: 0.4217 loss_class_dn: 0.04925 loss_bbox_dn: 0.1386 loss_giou_dn: 0.362 loss_class_dn_0: 0.101 loss_bbox_dn_0: 0.2168 loss_giou_dn_0: 0.5117 loss_class_dn_1: 0.0701 loss_bbox_dn_1: 0.1625 loss_giou_dn_1: 0.4038 loss_class_dn_2: 0.05745 loss_bbox_dn_2: 0.1446 loss_giou_dn_2: 0.3717 loss_class_dn_3: 0.0534 loss_bbox_dn_3: 0.1399 loss_giou_dn_3: 0.3641 loss_class_dn_4: 0.05037 loss_bbox_dn_4: 0.1386 loss_giou_dn_4: 0.3619 time: 1.1155 data_time: 0.0963 lr: 0.0001 max_mem: 43217M [05/20 18:04:51 d2.utils.events]: eta: 1 day, 20:15:05 iter: 79949 total_loss: 8.928 loss_class: 0.2443 loss_bbox: 0.1084 loss_giou: 0.3666 loss_class_0: 0.2734 loss_bbox_0: 0.12 loss_giou_0: 0.3865 loss_class_1: 0.2569 loss_bbox_1: 0.1154 loss_giou_1: 0.3784 loss_class_2: 0.2488 loss_bbox_2: 0.1106 loss_giou_2: 0.3722 loss_class_3: 0.246 loss_bbox_3: 0.1091 loss_giou_3: 0.369 loss_class_4: 0.2434 loss_bbox_4: 0.1093 loss_giou_4: 0.3672 loss_class_enc: 0.2892 loss_bbox_enc: 0.1305 loss_giou_enc: 0.4117 loss_class_dn: 0.04883 loss_bbox_dn: 0.1383 loss_giou_dn: 0.3501 loss_class_dn_0: 0.1001 loss_bbox_dn_0: 0.2303 loss_giou_dn_0: 0.5041 loss_class_dn_1: 0.06983 loss_bbox_dn_1: 0.1651 loss_giou_dn_1: 0.3958 loss_class_dn_2: 0.05805 loss_bbox_dn_2: 0.1446 loss_giou_dn_2: 0.3639 loss_class_dn_3: 0.05286 loss_bbox_dn_3: 0.14 loss_giou_dn_3: 0.3536 loss_class_dn_4: 0.05003 loss_bbox_dn_4: 0.1384 loss_giou_dn_4: 0.35 time: 1.1155 data_time: 0.0977 lr: 0.0001 max_mem: 43217M [05/20 18:05:48 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0079999.pth [05/20 18:06:00 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/20 18:06:15 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/20 18:06:20 d2.data.common]: Serialized dataset takes 894.47 MiB [05/20 18:06:22 d2.evaluation.evaluator]: Start inference on 313 batches [05/20 18:07:18 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0051 s/iter. Inference: 0.0667 s/iter. Eval: 0.0004 s/iter. Total: 0.0722 s/iter. ETA=0:00:21 [05/20 18:07:23 d2.evaluation.evaluator]: Inference done 78/313. Dataloading: 0.0052 s/iter. Inference: 0.0697 s/iter. Eval: 0.0004 s/iter. Total: 0.0754 s/iter. ETA=0:00:17 [05/20 18:07:28 d2.evaluation.evaluator]: Inference done 150/313. Dataloading: 0.0051 s/iter. Inference: 0.0671 s/iter. Eval: 0.0004 s/iter. Total: 0.0728 s/iter. ETA=0:00:11 [05/20 18:07:33 d2.evaluation.evaluator]: Inference done 221/313. Dataloading: 0.0051 s/iter. Inference: 0.0666 s/iter. Eval: 0.0004 s/iter. Total: 0.0722 s/iter. ETA=0:00:06 [05/20 18:07:38 d2.evaluation.evaluator]: Inference done 284/313. Dataloading: 0.0051 s/iter. Inference: 0.0686 s/iter. Eval: 0.0004 s/iter. Total: 0.0743 s/iter. ETA=0:00:02 [05/20 18:07:41 d2.evaluation.evaluator]: Total inference time: 0:00:23.286762 (0.075606 s / iter per device, on 16 devices) [05/20 18:07:41 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:21 (0.068217 s / iter per device, on 16 devices) [05/20 18:07:55 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/20 18:07:56 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/20 18:08:04 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=8.18s) creating index... index created! [05/20 18:08:13 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/20 18:08:36 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 22.72 seconds. [05/20 18:08:36 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/20 18:08:39 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.27 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.605 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.366 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855 [05/20 18:08:39 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.520 | 60.501 | 48.518 | 31.768 | 47.851 | 56.568 | [05/20 18:08:39 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 59.614 | bicycle | 33.687 | car | 48.555 | | motorcycle | 41.913 | airplane | 75.213 | bus | 72.872 | | train | 70.643 | truck | 33.595 | boat | 31.204 | | traffic light | 31.323 | fire hydrant | 72.172 | stop sign | 59.963 | | parking meter | 12.523 | bench | 29.803 | bird | 41.899 | | cat | 75.818 | dog | 71.743 | horse | 63.163 | | sheep | 48.415 | cow | 59.334 | elephant | 68.243 | | bear | 73.403 | zebra | 71.179 | giraffe | 74.263 | | backpack | 19.379 | umbrella | 40.930 | handbag | 16.127 | | tie | 41.761 | suitcase | 44.551 | frisbee | 70.546 | | skis | 28.064 | snowboard | 43.975 | sports ball | 41.148 | | kite | 42.306 | baseball bat | 36.688 | baseball glove | 46.711 | | skateboard | 53.846 | surfboard | 45.671 | tennis racket | 50.069 | | bottle | 43.582 | wine glass | 44.535 | cup | 50.886 | | fork | 45.195 | knife | 23.037 | spoon | 23.047 | | bowl | 48.296 | banana | 23.109 | apple | 20.015 | | sandwich | 33.453 | orange | 35.589 | broccoli | 19.973 | | carrot | 18.556 | hot dog | 35.845 | pizza | 60.194 | | donut | 48.086 | cake | 44.032 | chair | 32.017 | | couch | 47.161 | potted plant | 26.349 | bed | 39.463 | | dining table | 29.665 | toilet | 61.772 | tv | 60.680 | | laptop | 72.916 | mouse | 67.726 | remote | 26.445 | | keyboard | 52.053 | cell phone | 43.930 | microwave | 68.392 | | oven | 13.626 | toaster | 42.401 | sink | 38.412 | | refrigerator | 63.593 | book | 10.250 | clock | 45.530 | | vase | 35.049 | scissors | 34.926 | teddy bear | 52.106 | | hair drier | 7.472 | toothbrush | 29.949 | | | [05/20 18:08:41 d2.evaluation.testing]: copypaste: Task: bbox [05/20 18:08:41 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/20 18:08:41 d2.evaluation.testing]: copypaste: 44.5204,60.5015,48.5183,31.7685,47.8514,56.5679 [05/20 18:08:41 d2.utils.events]: eta: 1 day, 20:16:17 iter: 79999 total_loss: 8.953 loss_class: 0.2404 loss_bbox: 0.1045 loss_giou: 0.3758 loss_class_0: 0.2706 loss_bbox_0: 0.1159 loss_giou_0: 0.4003 loss_class_1: 0.2533 loss_bbox_1: 0.1113 loss_giou_1: 0.3856 loss_class_2: 0.2475 loss_bbox_2: 0.1064 loss_giou_2: 0.3804 loss_class_3: 0.245 loss_bbox_3: 0.1046 loss_giou_3: 0.3775 loss_class_4: 0.2413 loss_bbox_4: 0.1044 loss_giou_4: 0.3761 loss_class_enc: 0.2786 loss_bbox_enc: 0.1274 loss_giou_enc: 0.4265 loss_class_dn: 0.04595 loss_bbox_dn: 0.1346 loss_giou_dn: 0.3613 loss_class_dn_0: 0.09516 loss_bbox_dn_0: 0.2225 loss_giou_dn_0: 0.5082 loss_class_dn_1: 0.06808 loss_bbox_dn_1: 0.1586 loss_giou_dn_1: 0.4017 loss_class_dn_2: 0.05489 loss_bbox_dn_2: 0.1398 loss_giou_dn_2: 0.3717 loss_class_dn_3: 0.04972 loss_bbox_dn_3: 0.1361 loss_giou_dn_3: 0.3624 loss_class_dn_4: 0.04689 loss_bbox_dn_4: 0.1348 loss_giou_dn_4: 0.3611 time: 1.1155 data_time: 0.0938 lr: 0.0001 max_mem: 43217M [05/20 18:09:36 d2.utils.events]: eta: 1 day, 20:12:56 iter: 80049 total_loss: 8.961 loss_class: 0.2426 loss_bbox: 0.1071 loss_giou: 0.3727 loss_class_0: 0.2706 loss_bbox_0: 0.1189 loss_giou_0: 0.3911 loss_class_1: 0.2558 loss_bbox_1: 0.1143 loss_giou_1: 0.3828 loss_class_2: 0.249 loss_bbox_2: 0.1095 loss_giou_2: 0.3811 loss_class_3: 0.2478 loss_bbox_3: 0.1077 loss_giou_3: 0.3755 loss_class_4: 0.2432 loss_bbox_4: 0.1074 loss_giou_4: 0.3735 loss_class_enc: 0.2856 loss_bbox_enc: 0.1307 loss_giou_enc: 0.4181 loss_class_dn: 0.04712 loss_bbox_dn: 0.1391 loss_giou_dn: 0.3593 loss_class_dn_0: 0.09881 loss_bbox_dn_0: 0.2247 loss_giou_dn_0: 0.5039 loss_class_dn_1: 0.06825 loss_bbox_dn_1: 0.1644 loss_giou_dn_1: 0.3979 loss_class_dn_2: 0.05662 loss_bbox_dn_2: 0.1447 loss_giou_dn_2: 0.3696 loss_class_dn_3: 0.05096 loss_bbox_dn_3: 0.1407 loss_giou_dn_3: 0.3612 loss_class_dn_4: 0.04762 loss_bbox_dn_4: 0.139 loss_giou_dn_4: 0.3592 time: 1.1155 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 18:10:32 d2.utils.events]: eta: 1 day, 20:14:50 iter: 80099 total_loss: 8.882 loss_class: 0.2414 loss_bbox: 0.1083 loss_giou: 0.3671 loss_class_0: 0.2697 loss_bbox_0: 0.1205 loss_giou_0: 0.3901 loss_class_1: 0.2565 loss_bbox_1: 0.1151 loss_giou_1: 0.3767 loss_class_2: 0.2486 loss_bbox_2: 0.1106 loss_giou_2: 0.3729 loss_class_3: 0.2425 loss_bbox_3: 0.1096 loss_giou_3: 0.3675 loss_class_4: 0.2408 loss_bbox_4: 0.1085 loss_giou_4: 0.3663 loss_class_enc: 0.2828 loss_bbox_enc: 0.1324 loss_giou_enc: 0.4157 loss_class_dn: 0.04686 loss_bbox_dn: 0.1409 loss_giou_dn: 0.354 loss_class_dn_0: 0.09843 loss_bbox_dn_0: 0.2235 loss_giou_dn_0: 0.5051 loss_class_dn_1: 0.06889 loss_bbox_dn_1: 0.1662 loss_giou_dn_1: 0.3974 loss_class_dn_2: 0.05613 loss_bbox_dn_2: 0.1456 loss_giou_dn_2: 0.366 loss_class_dn_3: 0.05171 loss_bbox_dn_3: 0.1419 loss_giou_dn_3: 0.3565 loss_class_dn_4: 0.0486 loss_bbox_dn_4: 0.1409 loss_giou_dn_4: 0.354 time: 1.1155 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 18:11:29 d2.utils.events]: eta: 1 day, 20:15:14 iter: 80149 total_loss: 9.089 loss_class: 0.2467 loss_bbox: 0.1065 loss_giou: 0.3667 loss_class_0: 0.2758 loss_bbox_0: 0.1161 loss_giou_0: 0.3854 loss_class_1: 0.2615 loss_bbox_1: 0.1104 loss_giou_1: 0.3718 loss_class_2: 0.2519 loss_bbox_2: 0.107 loss_giou_2: 0.3682 loss_class_3: 0.2494 loss_bbox_3: 0.1074 loss_giou_3: 0.3667 loss_class_4: 0.2466 loss_bbox_4: 0.1071 loss_giou_4: 0.3671 loss_class_enc: 0.2886 loss_bbox_enc: 0.1259 loss_giou_enc: 0.4105 loss_class_dn: 0.04911 loss_bbox_dn: 0.1306 loss_giou_dn: 0.3645 loss_class_dn_0: 0.1016 loss_bbox_dn_0: 0.216 loss_giou_dn_0: 0.5054 loss_class_dn_1: 0.07175 loss_bbox_dn_1: 0.1539 loss_giou_dn_1: 0.4054 loss_class_dn_2: 0.05984 loss_bbox_dn_2: 0.1375 loss_giou_dn_2: 0.3747 loss_class_dn_3: 0.05434 loss_bbox_dn_3: 0.1323 loss_giou_dn_3: 0.3666 loss_class_dn_4: 0.05015 loss_bbox_dn_4: 0.1307 loss_giou_dn_4: 0.3644 time: 1.1155 data_time: 0.0976 lr: 0.0001 max_mem: 43217M [05/20 18:12:26 d2.utils.events]: eta: 1 day, 20:16:33 iter: 80199 total_loss: 8.972 loss_class: 0.2402 loss_bbox: 0.1057 loss_giou: 0.3637 loss_class_0: 0.2687 loss_bbox_0: 0.1178 loss_giou_0: 0.3884 loss_class_1: 0.255 loss_bbox_1: 0.1099 loss_giou_1: 0.3719 loss_class_2: 0.246 loss_bbox_2: 0.1072 loss_giou_2: 0.3705 loss_class_3: 0.2434 loss_bbox_3: 0.1069 loss_giou_3: 0.3674 loss_class_4: 0.2423 loss_bbox_4: 0.1063 loss_giou_4: 0.3646 loss_class_enc: 0.2793 loss_bbox_enc: 0.1293 loss_giou_enc: 0.4147 loss_class_dn: 0.04674 loss_bbox_dn: 0.1383 loss_giou_dn: 0.3528 loss_class_dn_0: 0.09831 loss_bbox_dn_0: 0.2167 loss_giou_dn_0: 0.492 loss_class_dn_1: 0.06822 loss_bbox_dn_1: 0.1611 loss_giou_dn_1: 0.3935 loss_class_dn_2: 0.05596 loss_bbox_dn_2: 0.1437 loss_giou_dn_2: 0.3662 loss_class_dn_3: 0.05131 loss_bbox_dn_3: 0.1392 loss_giou_dn_3: 0.3559 loss_class_dn_4: 0.04755 loss_bbox_dn_4: 0.1384 loss_giou_dn_4: 0.3527 time: 1.1155 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 18:13:21 d2.utils.events]: eta: 1 day, 20:16:43 iter: 80249 total_loss: 8.995 loss_class: 0.243 loss_bbox: 0.1083 loss_giou: 0.3699 loss_class_0: 0.2734 loss_bbox_0: 0.1167 loss_giou_0: 0.3906 loss_class_1: 0.2606 loss_bbox_1: 0.1115 loss_giou_1: 0.3776 loss_class_2: 0.2513 loss_bbox_2: 0.1093 loss_giou_2: 0.375 loss_class_3: 0.2485 loss_bbox_3: 0.1087 loss_giou_3: 0.3721 loss_class_4: 0.244 loss_bbox_4: 0.108 loss_giou_4: 0.3699 loss_class_enc: 0.2847 loss_bbox_enc: 0.1293 loss_giou_enc: 0.416 loss_class_dn: 0.04903 loss_bbox_dn: 0.1363 loss_giou_dn: 0.3546 loss_class_dn_0: 0.09964 loss_bbox_dn_0: 0.2149 loss_giou_dn_0: 0.5085 loss_class_dn_1: 0.06904 loss_bbox_dn_1: 0.1573 loss_giou_dn_1: 0.3995 loss_class_dn_2: 0.05694 loss_bbox_dn_2: 0.1415 loss_giou_dn_2: 0.3664 loss_class_dn_3: 0.05235 loss_bbox_dn_3: 0.1379 loss_giou_dn_3: 0.3569 loss_class_dn_4: 0.04989 loss_bbox_dn_4: 0.1365 loss_giou_dn_4: 0.3546 time: 1.1155 data_time: 0.0991 lr: 0.0001 max_mem: 43217M [05/20 18:14:18 d2.utils.events]: eta: 1 day, 20:16:43 iter: 80299 total_loss: 9.119 loss_class: 0.2444 loss_bbox: 0.1059 loss_giou: 0.3804 loss_class_0: 0.2764 loss_bbox_0: 0.1166 loss_giou_0: 0.4049 loss_class_1: 0.2604 loss_bbox_1: 0.1112 loss_giou_1: 0.3907 loss_class_2: 0.251 loss_bbox_2: 0.1087 loss_giou_2: 0.3849 loss_class_3: 0.25 loss_bbox_3: 0.1059 loss_giou_3: 0.3817 loss_class_4: 0.2457 loss_bbox_4: 0.1059 loss_giou_4: 0.3806 loss_class_enc: 0.289 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4307 loss_class_dn: 0.04983 loss_bbox_dn: 0.1299 loss_giou_dn: 0.3642 loss_class_dn_0: 0.1024 loss_bbox_dn_0: 0.2107 loss_giou_dn_0: 0.5181 loss_class_dn_1: 0.07088 loss_bbox_dn_1: 0.1543 loss_giou_dn_1: 0.4078 loss_class_dn_2: 0.05859 loss_bbox_dn_2: 0.1342 loss_giou_dn_2: 0.3767 loss_class_dn_3: 0.05494 loss_bbox_dn_3: 0.1308 loss_giou_dn_3: 0.3662 loss_class_dn_4: 0.05094 loss_bbox_dn_4: 0.1299 loss_giou_dn_4: 0.3642 time: 1.1155 data_time: 0.0952 lr: 0.0001 max_mem: 43217M [05/20 18:15:14 d2.utils.events]: eta: 1 day, 20:18:02 iter: 80349 total_loss: 8.947 loss_class: 0.2432 loss_bbox: 0.1033 loss_giou: 0.3677 loss_class_0: 0.2727 loss_bbox_0: 0.118 loss_giou_0: 0.3944 loss_class_1: 0.2546 loss_bbox_1: 0.1108 loss_giou_1: 0.3851 loss_class_2: 0.2471 loss_bbox_2: 0.1064 loss_giou_2: 0.3729 loss_class_3: 0.2447 loss_bbox_3: 0.1047 loss_giou_3: 0.3705 loss_class_4: 0.2436 loss_bbox_4: 0.1034 loss_giou_4: 0.3674 loss_class_enc: 0.2876 loss_bbox_enc: 0.1282 loss_giou_enc: 0.4169 loss_class_dn: 0.04758 loss_bbox_dn: 0.1363 loss_giou_dn: 0.3556 loss_class_dn_0: 0.1004 loss_bbox_dn_0: 0.2182 loss_giou_dn_0: 0.5071 loss_class_dn_1: 0.06888 loss_bbox_dn_1: 0.1588 loss_giou_dn_1: 0.4019 loss_class_dn_2: 0.05649 loss_bbox_dn_2: 0.1417 loss_giou_dn_2: 0.3665 loss_class_dn_3: 0.05202 loss_bbox_dn_3: 0.1382 loss_giou_dn_3: 0.3582 loss_class_dn_4: 0.04836 loss_bbox_dn_4: 0.1364 loss_giou_dn_4: 0.3556 time: 1.1155 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 18:16:09 d2.utils.events]: eta: 1 day, 20:21:45 iter: 80399 total_loss: 9.006 loss_class: 0.2435 loss_bbox: 0.1072 loss_giou: 0.3737 loss_class_0: 0.2769 loss_bbox_0: 0.116 loss_giou_0: 0.3967 loss_class_1: 0.2595 loss_bbox_1: 0.1098 loss_giou_1: 0.3855 loss_class_2: 0.2529 loss_bbox_2: 0.1075 loss_giou_2: 0.378 loss_class_3: 0.2473 loss_bbox_3: 0.1067 loss_giou_3: 0.3768 loss_class_4: 0.2442 loss_bbox_4: 0.1069 loss_giou_4: 0.3728 loss_class_enc: 0.291 loss_bbox_enc: 0.1244 loss_giou_enc: 0.4224 loss_class_dn: 0.04912 loss_bbox_dn: 0.1323 loss_giou_dn: 0.3579 loss_class_dn_0: 0.1009 loss_bbox_dn_0: 0.2108 loss_giou_dn_0: 0.5097 loss_class_dn_1: 0.07087 loss_bbox_dn_1: 0.1559 loss_giou_dn_1: 0.4065 loss_class_dn_2: 0.05778 loss_bbox_dn_2: 0.1388 loss_giou_dn_2: 0.3726 loss_class_dn_3: 0.05305 loss_bbox_dn_3: 0.1336 loss_giou_dn_3: 0.3611 loss_class_dn_4: 0.05062 loss_bbox_dn_4: 0.1324 loss_giou_dn_4: 0.3579 time: 1.1155 data_time: 0.1092 lr: 0.0001 max_mem: 43217M [05/20 18:17:08 d2.utils.events]: eta: 1 day, 20:22:19 iter: 80449 total_loss: 8.839 loss_class: 0.2402 loss_bbox: 0.1075 loss_giou: 0.3679 loss_class_0: 0.2703 loss_bbox_0: 0.1195 loss_giou_0: 0.3862 loss_class_1: 0.2535 loss_bbox_1: 0.115 loss_giou_1: 0.377 loss_class_2: 0.247 loss_bbox_2: 0.1106 loss_giou_2: 0.3712 loss_class_3: 0.245 loss_bbox_3: 0.1087 loss_giou_3: 0.3679 loss_class_4: 0.2419 loss_bbox_4: 0.1081 loss_giou_4: 0.368 loss_class_enc: 0.2861 loss_bbox_enc: 0.1333 loss_giou_enc: 0.4123 loss_class_dn: 0.04701 loss_bbox_dn: 0.146 loss_giou_dn: 0.3471 loss_class_dn_0: 0.09933 loss_bbox_dn_0: 0.2285 loss_giou_dn_0: 0.4934 loss_class_dn_1: 0.06762 loss_bbox_dn_1: 0.17 loss_giou_dn_1: 0.388 loss_class_dn_2: 0.05653 loss_bbox_dn_2: 0.1517 loss_giou_dn_2: 0.3579 loss_class_dn_3: 0.05247 loss_bbox_dn_3: 0.1475 loss_giou_dn_3: 0.3493 loss_class_dn_4: 0.0481 loss_bbox_dn_4: 0.1461 loss_giou_dn_4: 0.3471 time: 1.1155 data_time: 0.1112 lr: 0.0001 max_mem: 43217M [05/20 18:18:04 d2.utils.events]: eta: 1 day, 20:21:52 iter: 80499 total_loss: 8.89 loss_class: 0.2418 loss_bbox: 0.1082 loss_giou: 0.3656 loss_class_0: 0.2699 loss_bbox_0: 0.118 loss_giou_0: 0.3846 loss_class_1: 0.2563 loss_bbox_1: 0.1124 loss_giou_1: 0.3735 loss_class_2: 0.2458 loss_bbox_2: 0.1086 loss_giou_2: 0.3685 loss_class_3: 0.2461 loss_bbox_3: 0.1079 loss_giou_3: 0.3671 loss_class_4: 0.2425 loss_bbox_4: 0.1086 loss_giou_4: 0.365 loss_class_enc: 0.2831 loss_bbox_enc: 0.1291 loss_giou_enc: 0.4128 loss_class_dn: 0.04886 loss_bbox_dn: 0.1362 loss_giou_dn: 0.3528 loss_class_dn_0: 0.1004 loss_bbox_dn_0: 0.2229 loss_giou_dn_0: 0.5044 loss_class_dn_1: 0.06975 loss_bbox_dn_1: 0.1632 loss_giou_dn_1: 0.3961 loss_class_dn_2: 0.05827 loss_bbox_dn_2: 0.142 loss_giou_dn_2: 0.3648 loss_class_dn_3: 0.05397 loss_bbox_dn_3: 0.1369 loss_giou_dn_3: 0.3552 loss_class_dn_4: 0.05009 loss_bbox_dn_4: 0.1361 loss_giou_dn_4: 0.3526 time: 1.1155 data_time: 0.1024 lr: 0.0001 max_mem: 43217M [05/20 18:19:01 d2.utils.events]: eta: 1 day, 20:23:28 iter: 80549 total_loss: 9.191 loss_class: 0.2439 loss_bbox: 0.1132 loss_giou: 0.3854 loss_class_0: 0.2764 loss_bbox_0: 0.1223 loss_giou_0: 0.4054 loss_class_1: 0.2596 loss_bbox_1: 0.118 loss_giou_1: 0.3931 loss_class_2: 0.2509 loss_bbox_2: 0.1143 loss_giou_2: 0.3895 loss_class_3: 0.2486 loss_bbox_3: 0.1122 loss_giou_3: 0.388 loss_class_4: 0.2447 loss_bbox_4: 0.1126 loss_giou_4: 0.3853 loss_class_enc: 0.2868 loss_bbox_enc: 0.1314 loss_giou_enc: 0.4279 loss_class_dn: 0.05074 loss_bbox_dn: 0.1369 loss_giou_dn: 0.3559 loss_class_dn_0: 0.1022 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.5152 loss_class_dn_1: 0.07084 loss_bbox_dn_1: 0.1592 loss_giou_dn_1: 0.402 loss_class_dn_2: 0.05862 loss_bbox_dn_2: 0.1425 loss_giou_dn_2: 0.3691 loss_class_dn_3: 0.05356 loss_bbox_dn_3: 0.1381 loss_giou_dn_3: 0.358 loss_class_dn_4: 0.05168 loss_bbox_dn_4: 0.1369 loss_giou_dn_4: 0.356 time: 1.1155 data_time: 0.0989 lr: 0.0001 max_mem: 43217M [05/20 18:19:57 d2.utils.events]: eta: 1 day, 20:20:48 iter: 80599 total_loss: 8.819 loss_class: 0.2398 loss_bbox: 0.1101 loss_giou: 0.3587 loss_class_0: 0.272 loss_bbox_0: 0.1201 loss_giou_0: 0.3819 loss_class_1: 0.2535 loss_bbox_1: 0.1155 loss_giou_1: 0.3727 loss_class_2: 0.2461 loss_bbox_2: 0.112 loss_giou_2: 0.3636 loss_class_3: 0.2447 loss_bbox_3: 0.1111 loss_giou_3: 0.3595 loss_class_4: 0.2404 loss_bbox_4: 0.1102 loss_giou_4: 0.3594 loss_class_enc: 0.2832 loss_bbox_enc: 0.1345 loss_giou_enc: 0.4051 loss_class_dn: 0.04909 loss_bbox_dn: 0.1444 loss_giou_dn: 0.3457 loss_class_dn_0: 0.09954 loss_bbox_dn_0: 0.2302 loss_giou_dn_0: 0.4996 loss_class_dn_1: 0.07039 loss_bbox_dn_1: 0.1674 loss_giou_dn_1: 0.3869 loss_class_dn_2: 0.05914 loss_bbox_dn_2: 0.1502 loss_giou_dn_2: 0.3577 loss_class_dn_3: 0.05415 loss_bbox_dn_3: 0.1464 loss_giou_dn_3: 0.3481 loss_class_dn_4: 0.0499 loss_bbox_dn_4: 0.1446 loss_giou_dn_4: 0.3455 time: 1.1155 data_time: 0.0993 lr: 0.0001 max_mem: 43217M [05/20 18:20:55 d2.utils.events]: eta: 1 day, 20:18:44 iter: 80649 total_loss: 9.04 loss_class: 0.2468 loss_bbox: 0.1092 loss_giou: 0.3716 loss_class_0: 0.2767 loss_bbox_0: 0.1197 loss_giou_0: 0.3919 loss_class_1: 0.2587 loss_bbox_1: 0.1149 loss_giou_1: 0.3864 loss_class_2: 0.2517 loss_bbox_2: 0.1122 loss_giou_2: 0.3801 loss_class_3: 0.2498 loss_bbox_3: 0.1084 loss_giou_3: 0.3753 loss_class_4: 0.2476 loss_bbox_4: 0.109 loss_giou_4: 0.3724 loss_class_enc: 0.2891 loss_bbox_enc: 0.1283 loss_giou_enc: 0.4159 loss_class_dn: 0.05092 loss_bbox_dn: 0.1389 loss_giou_dn: 0.3558 loss_class_dn_0: 0.1015 loss_bbox_dn_0: 0.2187 loss_giou_dn_0: 0.5124 loss_class_dn_1: 0.07245 loss_bbox_dn_1: 0.163 loss_giou_dn_1: 0.401 loss_class_dn_2: 0.06008 loss_bbox_dn_2: 0.146 loss_giou_dn_2: 0.3666 loss_class_dn_3: 0.05447 loss_bbox_dn_3: 0.1402 loss_giou_dn_3: 0.3576 loss_class_dn_4: 0.05125 loss_bbox_dn_4: 0.1389 loss_giou_dn_4: 0.3556 time: 1.1155 data_time: 0.0958 lr: 0.0001 max_mem: 43217M [05/20 18:21:52 d2.utils.events]: eta: 1 day, 20:17:48 iter: 80699 total_loss: 8.886 loss_class: 0.2375 loss_bbox: 0.1098 loss_giou: 0.359 loss_class_0: 0.2663 loss_bbox_0: 0.1196 loss_giou_0: 0.3804 loss_class_1: 0.2532 loss_bbox_1: 0.1159 loss_giou_1: 0.3713 loss_class_2: 0.2436 loss_bbox_2: 0.1128 loss_giou_2: 0.3651 loss_class_3: 0.2404 loss_bbox_3: 0.1111 loss_giou_3: 0.3594 loss_class_4: 0.239 loss_bbox_4: 0.1105 loss_giou_4: 0.3593 loss_class_enc: 0.2821 loss_bbox_enc: 0.1335 loss_giou_enc: 0.4079 loss_class_dn: 0.04776 loss_bbox_dn: 0.1383 loss_giou_dn: 0.3495 loss_class_dn_0: 0.09986 loss_bbox_dn_0: 0.2253 loss_giou_dn_0: 0.4999 loss_class_dn_1: 0.07078 loss_bbox_dn_1: 0.1619 loss_giou_dn_1: 0.3918 loss_class_dn_2: 0.05767 loss_bbox_dn_2: 0.1441 loss_giou_dn_2: 0.3607 loss_class_dn_3: 0.05238 loss_bbox_dn_3: 0.14 loss_giou_dn_3: 0.3515 loss_class_dn_4: 0.04918 loss_bbox_dn_4: 0.1383 loss_giou_dn_4: 0.3493 time: 1.1155 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 18:22:48 d2.utils.events]: eta: 1 day, 20:17:42 iter: 80749 total_loss: 9.019 loss_class: 0.2493 loss_bbox: 0.1092 loss_giou: 0.3728 loss_class_0: 0.2779 loss_bbox_0: 0.1191 loss_giou_0: 0.3907 loss_class_1: 0.2651 loss_bbox_1: 0.1132 loss_giou_1: 0.3813 loss_class_2: 0.2553 loss_bbox_2: 0.111 loss_giou_2: 0.3753 loss_class_3: 0.2519 loss_bbox_3: 0.1096 loss_giou_3: 0.3717 loss_class_4: 0.2493 loss_bbox_4: 0.1087 loss_giou_4: 0.3734 loss_class_enc: 0.2905 loss_bbox_enc: 0.1314 loss_giou_enc: 0.4175 loss_class_dn: 0.05033 loss_bbox_dn: 0.1355 loss_giou_dn: 0.357 loss_class_dn_0: 0.1045 loss_bbox_dn_0: 0.2172 loss_giou_dn_0: 0.5099 loss_class_dn_1: 0.07451 loss_bbox_dn_1: 0.1598 loss_giou_dn_1: 0.399 loss_class_dn_2: 0.06167 loss_bbox_dn_2: 0.1421 loss_giou_dn_2: 0.3689 loss_class_dn_3: 0.05561 loss_bbox_dn_3: 0.1368 loss_giou_dn_3: 0.3592 loss_class_dn_4: 0.05243 loss_bbox_dn_4: 0.1355 loss_giou_dn_4: 0.3569 time: 1.1155 data_time: 0.1009 lr: 0.0001 max_mem: 43217M [05/20 18:23:52 d2.utils.events]: eta: 1 day, 20:19:39 iter: 80799 total_loss: 8.722 loss_class: 0.2376 loss_bbox: 0.1068 loss_giou: 0.3561 loss_class_0: 0.2682 loss_bbox_0: 0.1193 loss_giou_0: 0.38 loss_class_1: 0.2525 loss_bbox_1: 0.1138 loss_giou_1: 0.3663 loss_class_2: 0.2459 loss_bbox_2: 0.1099 loss_giou_2: 0.3616 loss_class_3: 0.2421 loss_bbox_3: 0.1087 loss_giou_3: 0.3578 loss_class_4: 0.2386 loss_bbox_4: 0.1077 loss_giou_4: 0.3565 loss_class_enc: 0.282 loss_bbox_enc: 0.1316 loss_giou_enc: 0.4041 loss_class_dn: 0.04744 loss_bbox_dn: 0.1396 loss_giou_dn: 0.3487 loss_class_dn_0: 0.09786 loss_bbox_dn_0: 0.2246 loss_giou_dn_0: 0.4946 loss_class_dn_1: 0.06759 loss_bbox_dn_1: 0.1592 loss_giou_dn_1: 0.3913 loss_class_dn_2: 0.0555 loss_bbox_dn_2: 0.1432 loss_giou_dn_2: 0.3604 loss_class_dn_3: 0.05141 loss_bbox_dn_3: 0.1399 loss_giou_dn_3: 0.3509 loss_class_dn_4: 0.04845 loss_bbox_dn_4: 0.1396 loss_giou_dn_4: 0.3487 time: 1.1155 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 18:24:48 d2.utils.events]: eta: 1 day, 20:16:15 iter: 80849 total_loss: 8.946 loss_class: 0.2416 loss_bbox: 0.1072 loss_giou: 0.3747 loss_class_0: 0.2713 loss_bbox_0: 0.1205 loss_giou_0: 0.3942 loss_class_1: 0.2576 loss_bbox_1: 0.1128 loss_giou_1: 0.3837 loss_class_2: 0.249 loss_bbox_2: 0.109 loss_giou_2: 0.3787 loss_class_3: 0.2467 loss_bbox_3: 0.1077 loss_giou_3: 0.3764 loss_class_4: 0.2429 loss_bbox_4: 0.1064 loss_giou_4: 0.375 loss_class_enc: 0.2816 loss_bbox_enc: 0.1345 loss_giou_enc: 0.4172 loss_class_dn: 0.04806 loss_bbox_dn: 0.1364 loss_giou_dn: 0.3548 loss_class_dn_0: 0.0988 loss_bbox_dn_0: 0.2215 loss_giou_dn_0: 0.5088 loss_class_dn_1: 0.06963 loss_bbox_dn_1: 0.1619 loss_giou_dn_1: 0.401 loss_class_dn_2: 0.0574 loss_bbox_dn_2: 0.1429 loss_giou_dn_2: 0.3658 loss_class_dn_3: 0.05267 loss_bbox_dn_3: 0.1381 loss_giou_dn_3: 0.3566 loss_class_dn_4: 0.04901 loss_bbox_dn_4: 0.1364 loss_giou_dn_4: 0.3547 time: 1.1155 data_time: 0.1006 lr: 0.0001 max_mem: 43217M [05/20 18:25:44 d2.utils.events]: eta: 1 day, 20:15:19 iter: 80899 total_loss: 8.681 loss_class: 0.2332 loss_bbox: 0.1043 loss_giou: 0.3629 loss_class_0: 0.2636 loss_bbox_0: 0.1148 loss_giou_0: 0.3832 loss_class_1: 0.2475 loss_bbox_1: 0.1091 loss_giou_1: 0.3706 loss_class_2: 0.2397 loss_bbox_2: 0.1071 loss_giou_2: 0.3649 loss_class_3: 0.2362 loss_bbox_3: 0.1044 loss_giou_3: 0.3618 loss_class_4: 0.2345 loss_bbox_4: 0.1043 loss_giou_4: 0.3623 loss_class_enc: 0.277 loss_bbox_enc: 0.1278 loss_giou_enc: 0.4119 loss_class_dn: 0.04305 loss_bbox_dn: 0.1314 loss_giou_dn: 0.3405 loss_class_dn_0: 0.09321 loss_bbox_dn_0: 0.2137 loss_giou_dn_0: 0.4948 loss_class_dn_1: 0.06438 loss_bbox_dn_1: 0.1542 loss_giou_dn_1: 0.383 loss_class_dn_2: 0.05206 loss_bbox_dn_2: 0.138 loss_giou_dn_2: 0.3509 loss_class_dn_3: 0.04721 loss_bbox_dn_3: 0.1329 loss_giou_dn_3: 0.3435 loss_class_dn_4: 0.04386 loss_bbox_dn_4: 0.1315 loss_giou_dn_4: 0.3404 time: 1.1155 data_time: 0.0985 lr: 0.0001 max_mem: 43217M [05/20 18:26:40 d2.utils.events]: eta: 1 day, 20:15:25 iter: 80949 total_loss: 8.923 loss_class: 0.2405 loss_bbox: 0.1074 loss_giou: 0.3617 loss_class_0: 0.273 loss_bbox_0: 0.1196 loss_giou_0: 0.3784 loss_class_1: 0.2551 loss_bbox_1: 0.114 loss_giou_1: 0.3711 loss_class_2: 0.2472 loss_bbox_2: 0.1102 loss_giou_2: 0.3665 loss_class_3: 0.2424 loss_bbox_3: 0.1088 loss_giou_3: 0.3639 loss_class_4: 0.2408 loss_bbox_4: 0.1073 loss_giou_4: 0.3628 loss_class_enc: 0.2857 loss_bbox_enc: 0.13 loss_giou_enc: 0.4026 loss_class_dn: 0.04826 loss_bbox_dn: 0.1456 loss_giou_dn: 0.3554 loss_class_dn_0: 0.1007 loss_bbox_dn_0: 0.2214 loss_giou_dn_0: 0.503 loss_class_dn_1: 0.06909 loss_bbox_dn_1: 0.1665 loss_giou_dn_1: 0.3975 loss_class_dn_2: 0.05827 loss_bbox_dn_2: 0.1508 loss_giou_dn_2: 0.3675 loss_class_dn_3: 0.05351 loss_bbox_dn_3: 0.1466 loss_giou_dn_3: 0.3574 loss_class_dn_4: 0.04974 loss_bbox_dn_4: 0.1456 loss_giou_dn_4: 0.3552 time: 1.1155 data_time: 0.0988 lr: 0.0001 max_mem: 43217M [05/20 18:27:36 d2.utils.events]: eta: 1 day, 20:15:28 iter: 80999 total_loss: 8.944 loss_class: 0.2441 loss_bbox: 0.1081 loss_giou: 0.375 loss_class_0: 0.2715 loss_bbox_0: 0.1195 loss_giou_0: 0.3914 loss_class_1: 0.2576 loss_bbox_1: 0.1139 loss_giou_1: 0.3835 loss_class_2: 0.2481 loss_bbox_2: 0.1125 loss_giou_2: 0.3787 loss_class_3: 0.248 loss_bbox_3: 0.1091 loss_giou_3: 0.3749 loss_class_4: 0.2459 loss_bbox_4: 0.1084 loss_giou_4: 0.3743 loss_class_enc: 0.286 loss_bbox_enc: 0.1314 loss_giou_enc: 0.4155 loss_class_dn: 0.04526 loss_bbox_dn: 0.143 loss_giou_dn: 0.3549 loss_class_dn_0: 0.0984 loss_bbox_dn_0: 0.2268 loss_giou_dn_0: 0.5093 loss_class_dn_1: 0.06812 loss_bbox_dn_1: 0.1701 loss_giou_dn_1: 0.4028 loss_class_dn_2: 0.05571 loss_bbox_dn_2: 0.1491 loss_giou_dn_2: 0.3684 loss_class_dn_3: 0.05003 loss_bbox_dn_3: 0.1441 loss_giou_dn_3: 0.3571 loss_class_dn_4: 0.04624 loss_bbox_dn_4: 0.143 loss_giou_dn_4: 0.3548 time: 1.1155 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 18:28:33 d2.utils.events]: eta: 1 day, 20:16:11 iter: 81049 total_loss: 8.62 loss_class: 0.2363 loss_bbox: 0.1016 loss_giou: 0.3674 loss_class_0: 0.264 loss_bbox_0: 0.1144 loss_giou_0: 0.3857 loss_class_1: 0.2524 loss_bbox_1: 0.1085 loss_giou_1: 0.3738 loss_class_2: 0.2424 loss_bbox_2: 0.1044 loss_giou_2: 0.372 loss_class_3: 0.2396 loss_bbox_3: 0.1032 loss_giou_3: 0.3676 loss_class_4: 0.237 loss_bbox_4: 0.1019 loss_giou_4: 0.3675 loss_class_enc: 0.2773 loss_bbox_enc: 0.1253 loss_giou_enc: 0.4062 loss_class_dn: 0.04562 loss_bbox_dn: 0.1344 loss_giou_dn: 0.3458 loss_class_dn_0: 0.0967 loss_bbox_dn_0: 0.2111 loss_giou_dn_0: 0.4912 loss_class_dn_1: 0.06849 loss_bbox_dn_1: 0.1546 loss_giou_dn_1: 0.3877 loss_class_dn_2: 0.05508 loss_bbox_dn_2: 0.138 loss_giou_dn_2: 0.3577 loss_class_dn_3: 0.05108 loss_bbox_dn_3: 0.1347 loss_giou_dn_3: 0.3483 loss_class_dn_4: 0.04669 loss_bbox_dn_4: 0.1344 loss_giou_dn_4: 0.3457 time: 1.1155 data_time: 0.0995 lr: 0.0001 max_mem: 43217M [05/20 18:29:29 d2.utils.events]: eta: 1 day, 20:14:11 iter: 81099 total_loss: 9.078 loss_class: 0.2454 loss_bbox: 0.1077 loss_giou: 0.377 loss_class_0: 0.2741 loss_bbox_0: 0.1195 loss_giou_0: 0.4013 loss_class_1: 0.2605 loss_bbox_1: 0.1135 loss_giou_1: 0.3899 loss_class_2: 0.2531 loss_bbox_2: 0.1084 loss_giou_2: 0.3843 loss_class_3: 0.2507 loss_bbox_3: 0.1081 loss_giou_3: 0.3793 loss_class_4: 0.2463 loss_bbox_4: 0.1072 loss_giou_4: 0.3782 loss_class_enc: 0.2909 loss_bbox_enc: 0.1314 loss_giou_enc: 0.4292 loss_class_dn: 0.04693 loss_bbox_dn: 0.1401 loss_giou_dn: 0.3618 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2284 loss_giou_dn_0: 0.5102 loss_class_dn_1: 0.07002 loss_bbox_dn_1: 0.1664 loss_giou_dn_1: 0.4071 loss_class_dn_2: 0.05551 loss_bbox_dn_2: 0.1465 loss_giou_dn_2: 0.3741 loss_class_dn_3: 0.05092 loss_bbox_dn_3: 0.1417 loss_giou_dn_3: 0.3636 loss_class_dn_4: 0.0481 loss_bbox_dn_4: 0.1401 loss_giou_dn_4: 0.3618 time: 1.1155 data_time: 0.0971 lr: 0.0001 max_mem: 43217M [05/20 18:30:27 d2.utils.events]: eta: 1 day, 20:12:42 iter: 81149 total_loss: 8.828 loss_class: 0.2378 loss_bbox: 0.1091 loss_giou: 0.3569 loss_class_0: 0.2708 loss_bbox_0: 0.1204 loss_giou_0: 0.3782 loss_class_1: 0.253 loss_bbox_1: 0.1138 loss_giou_1: 0.368 loss_class_2: 0.2441 loss_bbox_2: 0.1115 loss_giou_2: 0.3592 loss_class_3: 0.2412 loss_bbox_3: 0.1106 loss_giou_3: 0.358 loss_class_4: 0.2379 loss_bbox_4: 0.1099 loss_giou_4: 0.3581 loss_class_enc: 0.2827 loss_bbox_enc: 0.131 loss_giou_enc: 0.4042 loss_class_dn: 0.04837 loss_bbox_dn: 0.1417 loss_giou_dn: 0.3468 loss_class_dn_0: 0.1013 loss_bbox_dn_0: 0.2252 loss_giou_dn_0: 0.5029 loss_class_dn_1: 0.07056 loss_bbox_dn_1: 0.1632 loss_giou_dn_1: 0.3941 loss_class_dn_2: 0.05782 loss_bbox_dn_2: 0.1467 loss_giou_dn_2: 0.3598 loss_class_dn_3: 0.05319 loss_bbox_dn_3: 0.1426 loss_giou_dn_3: 0.3491 loss_class_dn_4: 0.04953 loss_bbox_dn_4: 0.1419 loss_giou_dn_4: 0.3468 time: 1.1155 data_time: 0.0899 lr: 0.0001 max_mem: 43217M [05/20 18:31:24 d2.utils.events]: eta: 1 day, 20:11:36 iter: 81199 total_loss: 8.973 loss_class: 0.2401 loss_bbox: 0.1103 loss_giou: 0.3786 loss_class_0: 0.269 loss_bbox_0: 0.1201 loss_giou_0: 0.3949 loss_class_1: 0.2556 loss_bbox_1: 0.1141 loss_giou_1: 0.3847 loss_class_2: 0.2464 loss_bbox_2: 0.1119 loss_giou_2: 0.3806 loss_class_3: 0.2447 loss_bbox_3: 0.1101 loss_giou_3: 0.3782 loss_class_4: 0.2402 loss_bbox_4: 0.1091 loss_giou_4: 0.3786 loss_class_enc: 0.2865 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4212 loss_class_dn: 0.04814 loss_bbox_dn: 0.1417 loss_giou_dn: 0.3595 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2247 loss_giou_dn_0: 0.5073 loss_class_dn_1: 0.07182 loss_bbox_dn_1: 0.1661 loss_giou_dn_1: 0.4029 loss_class_dn_2: 0.05814 loss_bbox_dn_2: 0.1471 loss_giou_dn_2: 0.3719 loss_class_dn_3: 0.05333 loss_bbox_dn_3: 0.1432 loss_giou_dn_3: 0.362 loss_class_dn_4: 0.04891 loss_bbox_dn_4: 0.1417 loss_giou_dn_4: 0.3593 time: 1.1155 data_time: 0.0975 lr: 0.0001 max_mem: 43217M [05/20 18:32:23 d2.utils.events]: eta: 1 day, 20:10:59 iter: 81249 total_loss: 8.86 loss_class: 0.2405 loss_bbox: 0.1074 loss_giou: 0.3679 loss_class_0: 0.2695 loss_bbox_0: 0.1173 loss_giou_0: 0.3916 loss_class_1: 0.2526 loss_bbox_1: 0.1109 loss_giou_1: 0.3765 loss_class_2: 0.2452 loss_bbox_2: 0.109 loss_giou_2: 0.3734 loss_class_3: 0.2435 loss_bbox_3: 0.1069 loss_giou_3: 0.3701 loss_class_4: 0.2401 loss_bbox_4: 0.107 loss_giou_4: 0.3685 loss_class_enc: 0.2835 loss_bbox_enc: 0.1283 loss_giou_enc: 0.4137 loss_class_dn: 0.04771 loss_bbox_dn: 0.1387 loss_giou_dn: 0.3492 loss_class_dn_0: 0.09885 loss_bbox_dn_0: 0.2171 loss_giou_dn_0: 0.4964 loss_class_dn_1: 0.06869 loss_bbox_dn_1: 0.1616 loss_giou_dn_1: 0.3917 loss_class_dn_2: 0.05676 loss_bbox_dn_2: 0.1444 loss_giou_dn_2: 0.361 loss_class_dn_3: 0.05177 loss_bbox_dn_3: 0.14 loss_giou_dn_3: 0.3515 loss_class_dn_4: 0.04857 loss_bbox_dn_4: 0.1386 loss_giou_dn_4: 0.3491 time: 1.1155 data_time: 0.1093 lr: 0.0001 max_mem: 43217M [05/20 18:33:20 d2.utils.events]: eta: 1 day, 20:10:30 iter: 81299 total_loss: 9.064 loss_class: 0.2441 loss_bbox: 0.1075 loss_giou: 0.3713 loss_class_0: 0.2793 loss_bbox_0: 0.1207 loss_giou_0: 0.3925 loss_class_1: 0.2599 loss_bbox_1: 0.115 loss_giou_1: 0.3858 loss_class_2: 0.2524 loss_bbox_2: 0.1118 loss_giou_2: 0.3757 loss_class_3: 0.2486 loss_bbox_3: 0.1091 loss_giou_3: 0.3723 loss_class_4: 0.2449 loss_bbox_4: 0.1087 loss_giou_4: 0.3711 loss_class_enc: 0.2868 loss_bbox_enc: 0.1367 loss_giou_enc: 0.4283 loss_class_dn: 0.04883 loss_bbox_dn: 0.1401 loss_giou_dn: 0.3565 loss_class_dn_0: 0.1026 loss_bbox_dn_0: 0.2251 loss_giou_dn_0: 0.511 loss_class_dn_1: 0.07189 loss_bbox_dn_1: 0.1633 loss_giou_dn_1: 0.4009 loss_class_dn_2: 0.05959 loss_bbox_dn_2: 0.1454 loss_giou_dn_2: 0.3687 loss_class_dn_3: 0.05416 loss_bbox_dn_3: 0.1411 loss_giou_dn_3: 0.3591 loss_class_dn_4: 0.04998 loss_bbox_dn_4: 0.1402 loss_giou_dn_4: 0.3564 time: 1.1156 data_time: 0.1081 lr: 0.0001 max_mem: 43217M [05/20 18:34:16 d2.utils.events]: eta: 1 day, 20:09:08 iter: 81349 total_loss: 8.842 loss_class: 0.2378 loss_bbox: 0.1087 loss_giou: 0.3776 loss_class_0: 0.2684 loss_bbox_0: 0.118 loss_giou_0: 0.3976 loss_class_1: 0.2538 loss_bbox_1: 0.1138 loss_giou_1: 0.3907 loss_class_2: 0.2459 loss_bbox_2: 0.1108 loss_giou_2: 0.383 loss_class_3: 0.2417 loss_bbox_3: 0.1093 loss_giou_3: 0.3791 loss_class_4: 0.2391 loss_bbox_4: 0.1099 loss_giou_4: 0.3773 loss_class_enc: 0.2835 loss_bbox_enc: 0.1295 loss_giou_enc: 0.4227 loss_class_dn: 0.04705 loss_bbox_dn: 0.1342 loss_giou_dn: 0.3531 loss_class_dn_0: 0.09852 loss_bbox_dn_0: 0.2138 loss_giou_dn_0: 0.5049 loss_class_dn_1: 0.068 loss_bbox_dn_1: 0.1555 loss_giou_dn_1: 0.3941 loss_class_dn_2: 0.05528 loss_bbox_dn_2: 0.1384 loss_giou_dn_2: 0.363 loss_class_dn_3: 0.0506 loss_bbox_dn_3: 0.1354 loss_giou_dn_3: 0.3547 loss_class_dn_4: 0.0468 loss_bbox_dn_4: 0.1341 loss_giou_dn_4: 0.3531 time: 1.1156 data_time: 0.0928 lr: 0.0001 max_mem: 43217M [05/20 18:35:12 d2.utils.events]: eta: 1 day, 20:07:29 iter: 81399 total_loss: 9.016 loss_class: 0.2359 loss_bbox: 0.108 loss_giou: 0.3693 loss_class_0: 0.269 loss_bbox_0: 0.1209 loss_giou_0: 0.3944 loss_class_1: 0.2511 loss_bbox_1: 0.1143 loss_giou_1: 0.3858 loss_class_2: 0.2426 loss_bbox_2: 0.1118 loss_giou_2: 0.3758 loss_class_3: 0.2399 loss_bbox_3: 0.1087 loss_giou_3: 0.3719 loss_class_4: 0.2378 loss_bbox_4: 0.1076 loss_giou_4: 0.3686 loss_class_enc: 0.2827 loss_bbox_enc: 0.1324 loss_giou_enc: 0.4177 loss_class_dn: 0.04733 loss_bbox_dn: 0.1471 loss_giou_dn: 0.363 loss_class_dn_0: 0.09705 loss_bbox_dn_0: 0.2336 loss_giou_dn_0: 0.5151 loss_class_dn_1: 0.06917 loss_bbox_dn_1: 0.1713 loss_giou_dn_1: 0.4091 loss_class_dn_2: 0.0569 loss_bbox_dn_2: 0.1516 loss_giou_dn_2: 0.3773 loss_class_dn_3: 0.05244 loss_bbox_dn_3: 0.1481 loss_giou_dn_3: 0.3656 loss_class_dn_4: 0.04901 loss_bbox_dn_4: 0.1471 loss_giou_dn_4: 0.3628 time: 1.1156 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 18:36:09 d2.utils.events]: eta: 1 day, 20:06:34 iter: 81449 total_loss: 8.916 loss_class: 0.2439 loss_bbox: 0.1066 loss_giou: 0.3619 loss_class_0: 0.2765 loss_bbox_0: 0.1188 loss_giou_0: 0.3806 loss_class_1: 0.2601 loss_bbox_1: 0.1136 loss_giou_1: 0.3726 loss_class_2: 0.2503 loss_bbox_2: 0.1095 loss_giou_2: 0.3687 loss_class_3: 0.2478 loss_bbox_3: 0.1076 loss_giou_3: 0.3638 loss_class_4: 0.2451 loss_bbox_4: 0.1067 loss_giou_4: 0.3621 loss_class_enc: 0.2902 loss_bbox_enc: 0.1304 loss_giou_enc: 0.4055 loss_class_dn: 0.05148 loss_bbox_dn: 0.1441 loss_giou_dn: 0.3515 loss_class_dn_0: 0.1054 loss_bbox_dn_0: 0.229 loss_giou_dn_0: 0.5033 loss_class_dn_1: 0.07502 loss_bbox_dn_1: 0.169 loss_giou_dn_1: 0.3967 loss_class_dn_2: 0.06179 loss_bbox_dn_2: 0.1503 loss_giou_dn_2: 0.3638 loss_class_dn_3: 0.05721 loss_bbox_dn_3: 0.1458 loss_giou_dn_3: 0.3543 loss_class_dn_4: 0.05279 loss_bbox_dn_4: 0.1441 loss_giou_dn_4: 0.3515 time: 1.1156 data_time: 0.0972 lr: 0.0001 max_mem: 43217M [05/20 18:37:06 d2.utils.events]: eta: 1 day, 20:05:55 iter: 81499 total_loss: 8.846 loss_class: 0.243 loss_bbox: 0.1087 loss_giou: 0.3639 loss_class_0: 0.2717 loss_bbox_0: 0.1214 loss_giou_0: 0.3833 loss_class_1: 0.2573 loss_bbox_1: 0.1151 loss_giou_1: 0.3735 loss_class_2: 0.2507 loss_bbox_2: 0.1122 loss_giou_2: 0.3674 loss_class_3: 0.2461 loss_bbox_3: 0.1109 loss_giou_3: 0.3669 loss_class_4: 0.2434 loss_bbox_4: 0.1091 loss_giou_4: 0.3648 loss_class_enc: 0.2839 loss_bbox_enc: 0.1335 loss_giou_enc: 0.4126 loss_class_dn: 0.05041 loss_bbox_dn: 0.1396 loss_giou_dn: 0.349 loss_class_dn_0: 0.09989 loss_bbox_dn_0: 0.2226 loss_giou_dn_0: 0.4988 loss_class_dn_1: 0.07111 loss_bbox_dn_1: 0.161 loss_giou_dn_1: 0.3926 loss_class_dn_2: 0.05867 loss_bbox_dn_2: 0.1442 loss_giou_dn_2: 0.3596 loss_class_dn_3: 0.05363 loss_bbox_dn_3: 0.14 loss_giou_dn_3: 0.3507 loss_class_dn_4: 0.05051 loss_bbox_dn_4: 0.1396 loss_giou_dn_4: 0.3489 time: 1.1156 data_time: 0.1012 lr: 0.0001 max_mem: 43217M [05/20 18:38:05 d2.utils.events]: eta: 1 day, 20:01:40 iter: 81549 total_loss: 9.148 loss_class: 0.2458 loss_bbox: 0.1072 loss_giou: 0.3822 loss_class_0: 0.2754 loss_bbox_0: 0.1166 loss_giou_0: 0.4053 loss_class_1: 0.2592 loss_bbox_1: 0.1116 loss_giou_1: 0.3939 loss_class_2: 0.2519 loss_bbox_2: 0.1082 loss_giou_2: 0.3867 loss_class_3: 0.2495 loss_bbox_3: 0.1075 loss_giou_3: 0.3841 loss_class_4: 0.247 loss_bbox_4: 0.1068 loss_giou_4: 0.3831 loss_class_enc: 0.2909 loss_bbox_enc: 0.1285 loss_giou_enc: 0.4293 loss_class_dn: 0.04865 loss_bbox_dn: 0.1345 loss_giou_dn: 0.3708 loss_class_dn_0: 0.1003 loss_bbox_dn_0: 0.2144 loss_giou_dn_0: 0.5152 loss_class_dn_1: 0.07089 loss_bbox_dn_1: 0.1583 loss_giou_dn_1: 0.4146 loss_class_dn_2: 0.05792 loss_bbox_dn_2: 0.1394 loss_giou_dn_2: 0.3822 loss_class_dn_3: 0.05396 loss_bbox_dn_3: 0.1354 loss_giou_dn_3: 0.3734 loss_class_dn_4: 0.05019 loss_bbox_dn_4: 0.1346 loss_giou_dn_4: 0.3709 time: 1.1156 data_time: 0.1051 lr: 0.0001 max_mem: 43217M [05/20 18:39:01 d2.utils.events]: eta: 1 day, 20:02:16 iter: 81599 total_loss: 8.905 loss_class: 0.2421 loss_bbox: 0.1067 loss_giou: 0.3758 loss_class_0: 0.2709 loss_bbox_0: 0.1185 loss_giou_0: 0.4 loss_class_1: 0.2538 loss_bbox_1: 0.1143 loss_giou_1: 0.3891 loss_class_2: 0.2489 loss_bbox_2: 0.1091 loss_giou_2: 0.3812 loss_class_3: 0.247 loss_bbox_3: 0.1079 loss_giou_3: 0.3768 loss_class_4: 0.2433 loss_bbox_4: 0.1072 loss_giou_4: 0.376 loss_class_enc: 0.2865 loss_bbox_enc: 0.1293 loss_giou_enc: 0.4251 loss_class_dn: 0.0457 loss_bbox_dn: 0.1404 loss_giou_dn: 0.3561 loss_class_dn_0: 0.09747 loss_bbox_dn_0: 0.2185 loss_giou_dn_0: 0.5003 loss_class_dn_1: 0.0674 loss_bbox_dn_1: 0.1613 loss_giou_dn_1: 0.4001 loss_class_dn_2: 0.05566 loss_bbox_dn_2: 0.1439 loss_giou_dn_2: 0.3687 loss_class_dn_3: 0.05142 loss_bbox_dn_3: 0.141 loss_giou_dn_3: 0.3581 loss_class_dn_4: 0.04714 loss_bbox_dn_4: 0.1403 loss_giou_dn_4: 0.3557 time: 1.1156 data_time: 0.1008 lr: 0.0001 max_mem: 43217M [05/20 18:39:57 d2.utils.events]: eta: 1 day, 19:59:53 iter: 81649 total_loss: 8.555 loss_class: 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loss_bbox: 0.1045 loss_giou: 0.363 loss_class_0: 0.2692 loss_bbox_0: 0.1156 loss_giou_0: 0.3783 loss_class_1: 0.2539 loss_bbox_1: 0.1096 loss_giou_1: 0.3702 loss_class_2: 0.2479 loss_bbox_2: 0.1075 loss_giou_2: 0.367 loss_class_3: 0.2433 loss_bbox_3: 0.1058 loss_giou_3: 0.3603 loss_class_4: 0.2392 loss_bbox_4: 0.1047 loss_giou_4: 0.3599 loss_class_enc: 0.2806 loss_bbox_enc: 0.1281 loss_giou_enc: 0.408 loss_class_dn: 0.04802 loss_bbox_dn: 0.1373 loss_giou_dn: 0.3451 loss_class_dn_0: 0.09997 loss_bbox_dn_0: 0.2198 loss_giou_dn_0: 0.5038 loss_class_dn_1: 0.06972 loss_bbox_dn_1: 0.1622 loss_giou_dn_1: 0.3915 loss_class_dn_2: 0.05601 loss_bbox_dn_2: 0.143 loss_giou_dn_2: 0.3575 loss_class_dn_3: 0.05254 loss_bbox_dn_3: 0.1387 loss_giou_dn_3: 0.3476 loss_class_dn_4: 0.04897 loss_bbox_dn_4: 0.1373 loss_giou_dn_4: 0.345 time: 1.1156 data_time: 0.0969 lr: 0.0001 max_mem: 43217M [05/20 18:41:54 d2.utils.events]: eta: 1 day, 19:59:34 iter: 81749 total_loss: 8.875 loss_class: 0.2402 loss_bbox: 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loss_class_0: 0.2708 loss_bbox_0: 0.1192 loss_giou_0: 0.3912 loss_class_1: 0.2554 loss_bbox_1: 0.1135 loss_giou_1: 0.3811 loss_class_2: 0.2481 loss_bbox_2: 0.1096 loss_giou_2: 0.3743 loss_class_3: 0.2454 loss_bbox_3: 0.1092 loss_giou_3: 0.3709 loss_class_4: 0.2429 loss_bbox_4: 0.1089 loss_giou_4: 0.3683 loss_class_enc: 0.2826 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4133 loss_class_dn: 0.04916 loss_bbox_dn: 0.1417 loss_giou_dn: 0.3528 loss_class_dn_0: 0.1028 loss_bbox_dn_0: 0.222 loss_giou_dn_0: 0.5033 loss_class_dn_1: 0.07226 loss_bbox_dn_1: 0.1637 loss_giou_dn_1: 0.3956 loss_class_dn_2: 0.05892 loss_bbox_dn_2: 0.1471 loss_giou_dn_2: 0.3638 loss_class_dn_3: 0.05359 loss_bbox_dn_3: 0.1428 loss_giou_dn_3: 0.3551 loss_class_dn_4: 0.05008 loss_bbox_dn_4: 0.1417 loss_giou_dn_4: 0.3527 time: 1.1156 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 18:44:51 d2.utils.events]: eta: 1 day, 19:57:37 iter: 81899 total_loss: 8.909 loss_class: 0.2434 loss_bbox: 0.1091 loss_giou: 0.364 loss_class_0: 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loss_bbox_0: 0.116 loss_giou_0: 0.3903 loss_class_1: 0.2571 loss_bbox_1: 0.1102 loss_giou_1: 0.3801 loss_class_2: 0.2466 loss_bbox_2: 0.1087 loss_giou_2: 0.3731 loss_class_3: 0.2452 loss_bbox_3: 0.108 loss_giou_3: 0.3711 loss_class_4: 0.2425 loss_bbox_4: 0.107 loss_giou_4: 0.3705 loss_class_enc: 0.2838 loss_bbox_enc: 0.1262 loss_giou_enc: 0.4137 loss_class_dn: 0.04648 loss_bbox_dn: 0.1378 loss_giou_dn: 0.3537 loss_class_dn_0: 0.09891 loss_bbox_dn_0: 0.2177 loss_giou_dn_0: 0.5044 loss_class_dn_1: 0.06875 loss_bbox_dn_1: 0.162 loss_giou_dn_1: 0.3977 loss_class_dn_2: 0.05518 loss_bbox_dn_2: 0.1433 loss_giou_dn_2: 0.3648 loss_class_dn_3: 0.04986 loss_bbox_dn_3: 0.1391 loss_giou_dn_3: 0.3562 loss_class_dn_4: 0.04779 loss_bbox_dn_4: 0.1377 loss_giou_dn_4: 0.3537 time: 1.1156 data_time: 0.1060 lr: 0.0001 max_mem: 43217M [05/20 18:46:44 d2.utils.events]: eta: 1 day, 19:56:27 iter: 81999 total_loss: 8.783 loss_class: 0.2389 loss_bbox: 0.1077 loss_giou: 0.3736 loss_class_0: 0.2668 loss_bbox_0: 0.117 loss_giou_0: 0.3984 loss_class_1: 0.251 loss_bbox_1: 0.1135 loss_giou_1: 0.3858 loss_class_2: 0.2451 loss_bbox_2: 0.1093 loss_giou_2: 0.3762 loss_class_3: 0.2429 loss_bbox_3: 0.1075 loss_giou_3: 0.377 loss_class_4: 0.2392 loss_bbox_4: 0.1074 loss_giou_4: 0.374 loss_class_enc: 0.2786 loss_bbox_enc: 0.127 loss_giou_enc: 0.4223 loss_class_dn: 0.04438 loss_bbox_dn: 0.1322 loss_giou_dn: 0.3532 loss_class_dn_0: 0.09423 loss_bbox_dn_0: 0.2157 loss_giou_dn_0: 0.4958 loss_class_dn_1: 0.06543 loss_bbox_dn_1: 0.158 loss_giou_dn_1: 0.3921 loss_class_dn_2: 0.05365 loss_bbox_dn_2: 0.1384 loss_giou_dn_2: 0.364 loss_class_dn_3: 0.04866 loss_bbox_dn_3: 0.1337 loss_giou_dn_3: 0.3543 loss_class_dn_4: 0.04569 loss_bbox_dn_4: 0.1322 loss_giou_dn_4: 0.353 time: 1.1156 data_time: 0.0983 lr: 0.0001 max_mem: 43217M [05/20 18:47:41 d2.utils.events]: eta: 1 day, 19:56:27 iter: 82049 total_loss: 9.061 loss_class: 0.2478 loss_bbox: 0.1067 loss_giou: 0.3755 loss_class_0: 0.2735 loss_bbox_0: 0.1204 loss_giou_0: 0.398 loss_class_1: 0.259 loss_bbox_1: 0.1121 loss_giou_1: 0.3878 loss_class_2: 0.2513 loss_bbox_2: 0.1083 loss_giou_2: 0.3837 loss_class_3: 0.2524 loss_bbox_3: 0.1066 loss_giou_3: 0.3789 loss_class_4: 0.2496 loss_bbox_4: 0.1066 loss_giou_4: 0.3752 loss_class_enc: 0.2854 loss_bbox_enc: 0.1298 loss_giou_enc: 0.4275 loss_class_dn: 0.04633 loss_bbox_dn: 0.1396 loss_giou_dn: 0.356 loss_class_dn_0: 0.09925 loss_bbox_dn_0: 0.2168 loss_giou_dn_0: 0.5011 loss_class_dn_1: 0.06917 loss_bbox_dn_1: 0.1598 loss_giou_dn_1: 0.3971 loss_class_dn_2: 0.05576 loss_bbox_dn_2: 0.1444 loss_giou_dn_2: 0.3675 loss_class_dn_3: 0.05209 loss_bbox_dn_3: 0.1408 loss_giou_dn_3: 0.3579 loss_class_dn_4: 0.04788 loss_bbox_dn_4: 0.1396 loss_giou_dn_4: 0.3556 time: 1.1156 data_time: 0.0899 lr: 0.0001 max_mem: 43217M [05/20 18:48:38 d2.utils.events]: eta: 1 day, 19:58:09 iter: 82099 total_loss: 8.947 loss_class: 0.2452 loss_bbox: 0.1066 loss_giou: 0.3706 loss_class_0: 0.2758 loss_bbox_0: 0.1164 loss_giou_0: 0.3957 loss_class_1: 0.2597 loss_bbox_1: 0.1112 loss_giou_1: 0.3838 loss_class_2: 0.2528 loss_bbox_2: 0.1098 loss_giou_2: 0.3782 loss_class_3: 0.2488 loss_bbox_3: 0.108 loss_giou_3: 0.3726 loss_class_4: 0.2461 loss_bbox_4: 0.1075 loss_giou_4: 0.3701 loss_class_enc: 0.2906 loss_bbox_enc: 0.1283 loss_giou_enc: 0.4167 loss_class_dn: 0.04892 loss_bbox_dn: 0.1435 loss_giou_dn: 0.3496 loss_class_dn_0: 0.1035 loss_bbox_dn_0: 0.2288 loss_giou_dn_0: 0.5017 loss_class_dn_1: 0.07171 loss_bbox_dn_1: 0.1665 loss_giou_dn_1: 0.3925 loss_class_dn_2: 0.05868 loss_bbox_dn_2: 0.1487 loss_giou_dn_2: 0.3604 loss_class_dn_3: 0.05393 loss_bbox_dn_3: 0.1441 loss_giou_dn_3: 0.3514 loss_class_dn_4: 0.05012 loss_bbox_dn_4: 0.1435 loss_giou_dn_4: 0.3495 time: 1.1156 data_time: 0.1046 lr: 0.0001 max_mem: 43217M [05/20 18:49:35 d2.utils.events]: eta: 1 day, 19:54:36 iter: 82149 total_loss: 8.911 loss_class: 0.2326 loss_bbox: 0.107 loss_giou: 0.3741 loss_class_0: 0.2672 loss_bbox_0: 0.1186 loss_giou_0: 0.3935 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loss_class_2: 0.247 loss_bbox_2: 0.1081 loss_giou_2: 0.3743 loss_class_3: 0.2421 loss_bbox_3: 0.1079 loss_giou_3: 0.3734 loss_class_4: 0.24 loss_bbox_4: 0.1057 loss_giou_4: 0.37 loss_class_enc: 0.2832 loss_bbox_enc: 0.1291 loss_giou_enc: 0.4188 loss_class_dn: 0.04648 loss_bbox_dn: 0.136 loss_giou_dn: 0.3458 loss_class_dn_0: 0.09684 loss_bbox_dn_0: 0.2222 loss_giou_dn_0: 0.5014 loss_class_dn_1: 0.06713 loss_bbox_dn_1: 0.161 loss_giou_dn_1: 0.3962 loss_class_dn_2: 0.05572 loss_bbox_dn_2: 0.1417 loss_giou_dn_2: 0.3582 loss_class_dn_3: 0.0502 loss_bbox_dn_3: 0.137 loss_giou_dn_3: 0.348 loss_class_dn_4: 0.04804 loss_bbox_dn_4: 0.136 loss_giou_dn_4: 0.3458 time: 1.1157 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 18:55:15 d2.utils.events]: eta: 1 day, 19:53:06 iter: 82449 total_loss: 8.759 loss_class: 0.242 loss_bbox: 0.1046 loss_giou: 0.3686 loss_class_0: 0.2736 loss_bbox_0: 0.118 loss_giou_0: 0.3903 loss_class_1: 0.2596 loss_bbox_1: 0.113 loss_giou_1: 0.3785 loss_class_2: 0.2492 loss_bbox_2: 0.1077 loss_giou_2: 0.3727 loss_class_3: 0.244 loss_bbox_3: 0.1058 loss_giou_3: 0.3707 loss_class_4: 0.2431 loss_bbox_4: 0.1053 loss_giou_4: 0.3687 loss_class_enc: 0.2892 loss_bbox_enc: 0.1279 loss_giou_enc: 0.4142 loss_class_dn: 0.04824 loss_bbox_dn: 0.1341 loss_giou_dn: 0.345 loss_class_dn_0: 0.09945 loss_bbox_dn_0: 0.219 loss_giou_dn_0: 0.4964 loss_class_dn_1: 0.07071 loss_bbox_dn_1: 0.1587 loss_giou_dn_1: 0.3914 loss_class_dn_2: 0.05854 loss_bbox_dn_2: 0.1398 loss_giou_dn_2: 0.358 loss_class_dn_3: 0.05245 loss_bbox_dn_3: 0.1355 loss_giou_dn_3: 0.3481 loss_class_dn_4: 0.04855 loss_bbox_dn_4: 0.1342 loss_giou_dn_4: 0.3449 time: 1.1157 data_time: 0.1015 lr: 0.0001 max_mem: 43217M [05/20 18:56:12 d2.utils.events]: eta: 1 day, 19:52:39 iter: 82499 total_loss: 8.86 loss_class: 0.2438 loss_bbox: 0.1044 loss_giou: 0.3578 loss_class_0: 0.2713 loss_bbox_0: 0.1153 loss_giou_0: 0.3797 loss_class_1: 0.2591 loss_bbox_1: 0.1082 loss_giou_1: 0.3663 loss_class_2: 0.2507 loss_bbox_2: 0.1079 loss_giou_2: 0.3625 loss_class_3: 0.249 loss_bbox_3: 0.1054 loss_giou_3: 0.3605 loss_class_4: 0.2446 loss_bbox_4: 0.1049 loss_giou_4: 0.3581 loss_class_enc: 0.2859 loss_bbox_enc: 0.1261 loss_giou_enc: 0.4063 loss_class_dn: 0.05016 loss_bbox_dn: 0.1368 loss_giou_dn: 0.3477 loss_class_dn_0: 0.1027 loss_bbox_dn_0: 0.2206 loss_giou_dn_0: 0.4977 loss_class_dn_1: 0.07301 loss_bbox_dn_1: 0.159 loss_giou_dn_1: 0.388 loss_class_dn_2: 0.0588 loss_bbox_dn_2: 0.1421 loss_giou_dn_2: 0.3586 loss_class_dn_3: 0.05441 loss_bbox_dn_3: 0.1377 loss_giou_dn_3: 0.3501 loss_class_dn_4: 0.05137 loss_bbox_dn_4: 0.1368 loss_giou_dn_4: 0.3476 time: 1.1157 data_time: 0.1060 lr: 0.0001 max_mem: 43217M [05/20 18:57:09 d2.utils.events]: eta: 1 day, 19:52:09 iter: 82549 total_loss: 8.876 loss_class: 0.2394 loss_bbox: 0.1077 loss_giou: 0.3617 loss_class_0: 0.2675 loss_bbox_0: 0.1176 loss_giou_0: 0.3834 loss_class_1: 0.2525 loss_bbox_1: 0.1132 loss_giou_1: 0.3749 loss_class_2: 0.246 loss_bbox_2: 0.1095 loss_giou_2: 0.3689 loss_class_3: 0.2443 loss_bbox_3: 0.1072 loss_giou_3: 0.3657 loss_class_4: 0.24 loss_bbox_4: 0.1081 loss_giou_4: 0.3628 loss_class_enc: 0.2792 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4084 loss_class_dn: 0.04996 loss_bbox_dn: 0.1293 loss_giou_dn: 0.3472 loss_class_dn_0: 0.1009 loss_bbox_dn_0: 0.211 loss_giou_dn_0: 0.4964 loss_class_dn_1: 0.07068 loss_bbox_dn_1: 0.153 loss_giou_dn_1: 0.3891 loss_class_dn_2: 0.05935 loss_bbox_dn_2: 0.1356 loss_giou_dn_2: 0.3595 loss_class_dn_3: 0.05449 loss_bbox_dn_3: 0.1305 loss_giou_dn_3: 0.3492 loss_class_dn_4: 0.05112 loss_bbox_dn_4: 0.1294 loss_giou_dn_4: 0.3472 time: 1.1157 data_time: 0.1017 lr: 0.0001 max_mem: 43217M [05/20 18:58:06 d2.utils.events]: eta: 1 day, 19:51:26 iter: 82599 total_loss: 8.993 loss_class: 0.2442 loss_bbox: 0.109 loss_giou: 0.3682 loss_class_0: 0.2721 loss_bbox_0: 0.1203 loss_giou_0: 0.3922 loss_class_1: 0.2581 loss_bbox_1: 0.1156 loss_giou_1: 0.3824 loss_class_2: 0.2492 loss_bbox_2: 0.1116 loss_giou_2: 0.3766 loss_class_3: 0.248 loss_bbox_3: 0.1109 loss_giou_3: 0.3724 loss_class_4: 0.245 loss_bbox_4: 0.1096 loss_giou_4: 0.3693 loss_class_enc: 0.289 loss_bbox_enc: 0.1313 loss_giou_enc: 0.4173 loss_class_dn: 0.04761 loss_bbox_dn: 0.1395 loss_giou_dn: 0.3494 loss_class_dn_0: 0.1018 loss_bbox_dn_0: 0.2223 loss_giou_dn_0: 0.5065 loss_class_dn_1: 0.07059 loss_bbox_dn_1: 0.1609 loss_giou_dn_1: 0.3945 loss_class_dn_2: 0.05752 loss_bbox_dn_2: 0.1438 loss_giou_dn_2: 0.361 loss_class_dn_3: 0.05287 loss_bbox_dn_3: 0.1404 loss_giou_dn_3: 0.352 loss_class_dn_4: 0.0485 loss_bbox_dn_4: 0.1395 loss_giou_dn_4: 0.3493 time: 1.1157 data_time: 0.0957 lr: 0.0001 max_mem: 43217M [05/20 18:59:02 d2.utils.events]: eta: 1 day, 19:52:11 iter: 82649 total_loss: 8.958 loss_class: 0.2423 loss_bbox: 0.1074 loss_giou: 0.3736 loss_class_0: 0.2731 loss_bbox_0: 0.1213 loss_giou_0: 0.4001 loss_class_1: 0.2576 loss_bbox_1: 0.1152 loss_giou_1: 0.3875 loss_class_2: 0.2488 loss_bbox_2: 0.1099 loss_giou_2: 0.3833 loss_class_3: 0.2448 loss_bbox_3: 0.1087 loss_giou_3: 0.3777 loss_class_4: 0.2428 loss_bbox_4: 0.1078 loss_giou_4: 0.3743 loss_class_enc: 0.2898 loss_bbox_enc: 0.1321 loss_giou_enc: 0.4254 loss_class_dn: 0.04692 loss_bbox_dn: 0.1379 loss_giou_dn: 0.3538 loss_class_dn_0: 0.1039 loss_bbox_dn_0: 0.2251 loss_giou_dn_0: 0.503 loss_class_dn_1: 0.07153 loss_bbox_dn_1: 0.1645 loss_giou_dn_1: 0.3971 loss_class_dn_2: 0.05769 loss_bbox_dn_2: 0.1451 loss_giou_dn_2: 0.3648 loss_class_dn_3: 0.05188 loss_bbox_dn_3: 0.1395 loss_giou_dn_3: 0.3555 loss_class_dn_4: 0.04841 loss_bbox_dn_4: 0.1379 loss_giou_dn_4: 0.3536 time: 1.1157 data_time: 0.1011 lr: 0.0001 max_mem: 43217M [05/20 18:59:58 d2.utils.events]: eta: 1 day, 19:50:02 iter: 82699 total_loss: 8.832 loss_class: 0.2396 loss_bbox: 0.1064 loss_giou: 0.3723 loss_class_0: 0.2685 loss_bbox_0: 0.1163 loss_giou_0: 0.3926 loss_class_1: 0.2526 loss_bbox_1: 0.1123 loss_giou_1: 0.382 loss_class_2: 0.245 loss_bbox_2: 0.1083 loss_giou_2: 0.3761 loss_class_3: 0.2425 loss_bbox_3: 0.1071 loss_giou_3: 0.3739 loss_class_4: 0.2407 loss_bbox_4: 0.1065 loss_giou_4: 0.3735 loss_class_enc: 0.2806 loss_bbox_enc: 0.1267 loss_giou_enc: 0.417 loss_class_dn: 0.04793 loss_bbox_dn: 0.1374 loss_giou_dn: 0.3538 loss_class_dn_0: 0.09912 loss_bbox_dn_0: 0.2167 loss_giou_dn_0: 0.5056 loss_class_dn_1: 0.06747 loss_bbox_dn_1: 0.1613 loss_giou_dn_1: 0.3957 loss_class_dn_2: 0.05593 loss_bbox_dn_2: 0.1437 loss_giou_dn_2: 0.3642 loss_class_dn_3: 0.05044 loss_bbox_dn_3: 0.1395 loss_giou_dn_3: 0.3564 loss_class_dn_4: 0.04881 loss_bbox_dn_4: 0.1375 loss_giou_dn_4: 0.3536 time: 1.1157 data_time: 0.0987 lr: 0.0001 max_mem: 43217M [05/20 19:00:55 d2.utils.events]: eta: 1 day, 19:48:55 iter: 82749 total_loss: 8.603 loss_class: 0.2414 loss_bbox: 0.1041 loss_giou: 0.3533 loss_class_0: 0.2713 loss_bbox_0: 0.1157 loss_giou_0: 0.3731 loss_class_1: 0.259 loss_bbox_1: 0.1103 loss_giou_1: 0.3626 loss_class_2: 0.2479 loss_bbox_2: 0.1058 loss_giou_2: 0.3572 loss_class_3: 0.2466 loss_bbox_3: 0.1046 loss_giou_3: 0.3537 loss_class_4: 0.2429 loss_bbox_4: 0.1042 loss_giou_4: 0.3521 loss_class_enc: 0.2844 loss_bbox_enc: 0.1293 loss_giou_enc: 0.4006 loss_class_dn: 0.0454 loss_bbox_dn: 0.1343 loss_giou_dn: 0.3379 loss_class_dn_0: 0.09826 loss_bbox_dn_0: 0.2168 loss_giou_dn_0: 0.4949 loss_class_dn_1: 0.06849 loss_bbox_dn_1: 0.1577 loss_giou_dn_1: 0.3842 loss_class_dn_2: 0.05503 loss_bbox_dn_2: 0.1389 loss_giou_dn_2: 0.3497 loss_class_dn_3: 0.04999 loss_bbox_dn_3: 0.1347 loss_giou_dn_3: 0.3404 loss_class_dn_4: 0.04623 loss_bbox_dn_4: 0.1344 loss_giou_dn_4: 0.3379 time: 1.1157 data_time: 0.0997 lr: 0.0001 max_mem: 43217M [05/20 19:01:51 d2.utils.events]: eta: 1 day, 19:46:35 iter: 82799 total_loss: 8.907 loss_class: 0.2401 loss_bbox: 0.1035 loss_giou: 0.3792 loss_class_0: 0.2668 loss_bbox_0: 0.1157 loss_giou_0: 0.4003 loss_class_1: 0.2543 loss_bbox_1: 0.1101 loss_giou_1: 0.3892 loss_class_2: 0.2479 loss_bbox_2: 0.106 loss_giou_2: 0.3836 loss_class_3: 0.2454 loss_bbox_3: 0.1036 loss_giou_3: 0.3794 loss_class_4: 0.2409 loss_bbox_4: 0.1035 loss_giou_4: 0.3798 loss_class_enc: 0.2795 loss_bbox_enc: 0.1259 loss_giou_enc: 0.423 loss_class_dn: 0.04376 loss_bbox_dn: 0.1303 loss_giou_dn: 0.3574 loss_class_dn_0: 0.09704 loss_bbox_dn_0: 0.2103 loss_giou_dn_0: 0.5082 loss_class_dn_1: 0.06479 loss_bbox_dn_1: 0.1534 loss_giou_dn_1: 0.3992 loss_class_dn_2: 0.05364 loss_bbox_dn_2: 0.137 loss_giou_dn_2: 0.3698 loss_class_dn_3: 0.04826 loss_bbox_dn_3: 0.1312 loss_giou_dn_3: 0.3598 loss_class_dn_4: 0.04489 loss_bbox_dn_4: 0.1303 loss_giou_dn_4: 0.3573 time: 1.1157 data_time: 0.1002 lr: 0.0001 max_mem: 43217M [05/20 19:02:48 d2.utils.events]: eta: 1 day, 19:48:14 iter: 82849 total_loss: 8.897 loss_class: 0.2426 loss_bbox: 0.1077 loss_giou: 0.3677 loss_class_0: 0.2705 loss_bbox_0: 0.1204 loss_giou_0: 0.3877 loss_class_1: 0.257 loss_bbox_1: 0.1148 loss_giou_1: 0.3773 loss_class_2: 0.2488 loss_bbox_2: 0.1115 loss_giou_2: 0.372 loss_class_3: 0.2466 loss_bbox_3: 0.1091 loss_giou_3: 0.3686 loss_class_4: 0.2433 loss_bbox_4: 0.1082 loss_giou_4: 0.369 loss_class_enc: 0.2842 loss_bbox_enc: 0.1317 loss_giou_enc: 0.4137 loss_class_dn: 0.04666 loss_bbox_dn: 0.1385 loss_giou_dn: 0.3442 loss_class_dn_0: 0.09966 loss_bbox_dn_0: 0.225 loss_giou_dn_0: 0.494 loss_class_dn_1: 0.06835 loss_bbox_dn_1: 0.1635 loss_giou_dn_1: 0.389 loss_class_dn_2: 0.05493 loss_bbox_dn_2: 0.1443 loss_giou_dn_2: 0.3547 loss_class_dn_3: 0.0502 loss_bbox_dn_3: 0.1395 loss_giou_dn_3: 0.3457 loss_class_dn_4: 0.04707 loss_bbox_dn_4: 0.1386 loss_giou_dn_4: 0.3442 time: 1.1157 data_time: 0.0992 lr: 0.0001 max_mem: 43217M [05/20 19:03:44 d2.utils.events]: eta: 1 day, 19:47:14 iter: 82899 total_loss: 8.972 loss_class: 0.2407 loss_bbox: 0.1076 loss_giou: 0.3747 loss_class_0: 0.2677 loss_bbox_0: 0.1208 loss_giou_0: 0.4026 loss_class_1: 0.254 loss_bbox_1: 0.114 loss_giou_1: 0.3868 loss_class_2: 0.2466 loss_bbox_2: 0.1108 loss_giou_2: 0.3816 loss_class_3: 0.2432 loss_bbox_3: 0.1076 loss_giou_3: 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loss_class_enc: 0.2839 loss_bbox_enc: 0.1318 loss_giou_enc: 0.4108 loss_class_dn: 0.04573 loss_bbox_dn: 0.1429 loss_giou_dn: 0.3481 loss_class_dn_0: 0.09769 loss_bbox_dn_0: 0.2242 loss_giou_dn_0: 0.5008 loss_class_dn_1: 0.06753 loss_bbox_dn_1: 0.1651 loss_giou_dn_1: 0.3952 loss_class_dn_2: 0.0549 loss_bbox_dn_2: 0.1485 loss_giou_dn_2: 0.36 loss_class_dn_3: 0.05022 loss_bbox_dn_3: 0.1442 loss_giou_dn_3: 0.3506 loss_class_dn_4: 0.04691 loss_bbox_dn_4: 0.1429 loss_giou_dn_4: 0.3481 time: 1.1158 data_time: 0.1001 lr: 0.0001 max_mem: 43217M [05/20 19:10:26 d2.utils.events]: eta: 1 day, 19:38:30 iter: 83249 total_loss: 9.026 loss_class: 0.2441 loss_bbox: 0.1069 loss_giou: 0.3708 loss_class_0: 0.2716 loss_bbox_0: 0.1192 loss_giou_0: 0.3929 loss_class_1: 0.2576 loss_bbox_1: 0.1114 loss_giou_1: 0.3791 loss_class_2: 0.252 loss_bbox_2: 0.1082 loss_giou_2: 0.3769 loss_class_3: 0.2459 loss_bbox_3: 0.1078 loss_giou_3: 0.3732 loss_class_4: 0.2443 loss_bbox_4: 0.1072 loss_giou_4: 0.3712 loss_class_enc: 0.2889 loss_bbox_enc: 0.1282 loss_giou_enc: 0.418 loss_class_dn: 0.04887 loss_bbox_dn: 0.1346 loss_giou_dn: 0.3578 loss_class_dn_0: 0.1001 loss_bbox_dn_0: 0.2131 loss_giou_dn_0: 0.51 loss_class_dn_1: 0.06974 loss_bbox_dn_1: 0.1536 loss_giou_dn_1: 0.4022 loss_class_dn_2: 0.05809 loss_bbox_dn_2: 0.1397 loss_giou_dn_2: 0.3687 loss_class_dn_3: 0.05251 loss_bbox_dn_3: 0.1352 loss_giou_dn_3: 0.3594 loss_class_dn_4: 0.05009 loss_bbox_dn_4: 0.1346 loss_giou_dn_4: 0.3579 time: 1.1158 data_time: 0.1036 lr: 0.0001 max_mem: 43695M [05/20 19:11:22 d2.utils.events]: eta: 1 day, 19:36:50 iter: 83299 total_loss: 8.688 loss_class: 0.2376 loss_bbox: 0.1062 loss_giou: 0.3517 loss_class_0: 0.2679 loss_bbox_0: 0.1195 loss_giou_0: 0.3698 loss_class_1: 0.2526 loss_bbox_1: 0.1104 loss_giou_1: 0.361 loss_class_2: 0.2449 loss_bbox_2: 0.1082 loss_giou_2: 0.357 loss_class_3: 0.2433 loss_bbox_3: 0.1067 loss_giou_3: 0.3525 loss_class_4: 0.239 loss_bbox_4: 0.1061 loss_giou_4: 0.3533 loss_class_enc: 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loss_bbox_enc: 0.1302 loss_giou_enc: 0.4141 loss_class_dn: 0.046 loss_bbox_dn: 0.1376 loss_giou_dn: 0.3563 loss_class_dn_0: 0.09642 loss_bbox_dn_0: 0.2209 loss_giou_dn_0: 0.5033 loss_class_dn_1: 0.06676 loss_bbox_dn_1: 0.1608 loss_giou_dn_1: 0.3985 loss_class_dn_2: 0.05556 loss_bbox_dn_2: 0.143 loss_giou_dn_2: 0.369 loss_class_dn_3: 0.05083 loss_bbox_dn_3: 0.1391 loss_giou_dn_3: 0.3591 loss_class_dn_4: 0.04688 loss_bbox_dn_4: 0.1376 loss_giou_dn_4: 0.3562 time: 1.1158 data_time: 0.1029 lr: 0.0001 max_mem: 43695M [05/20 19:13:15 d2.utils.events]: eta: 1 day, 19:32:00 iter: 83399 total_loss: 8.884 loss_class: 0.2411 loss_bbox: 0.1088 loss_giou: 0.3626 loss_class_0: 0.2687 loss_bbox_0: 0.1211 loss_giou_0: 0.3833 loss_class_1: 0.2504 loss_bbox_1: 0.1149 loss_giou_1: 0.3738 loss_class_2: 0.2434 loss_bbox_2: 0.1123 loss_giou_2: 0.3688 loss_class_3: 0.2429 loss_bbox_3: 0.1102 loss_giou_3: 0.3647 loss_class_4: 0.2407 loss_bbox_4: 0.1093 loss_giou_4: 0.3635 loss_class_enc: 0.283 loss_bbox_enc: 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loss_giou_enc: 0.4146 loss_class_dn: 0.04943 loss_bbox_dn: 0.135 loss_giou_dn: 0.3524 loss_class_dn_0: 0.1021 loss_bbox_dn_0: 0.2129 loss_giou_dn_0: 0.5076 loss_class_dn_1: 0.07146 loss_bbox_dn_1: 0.158 loss_giou_dn_1: 0.3958 loss_class_dn_2: 0.059 loss_bbox_dn_2: 0.1396 loss_giou_dn_2: 0.3642 loss_class_dn_3: 0.05422 loss_bbox_dn_3: 0.1362 loss_giou_dn_3: 0.3545 loss_class_dn_4: 0.05079 loss_bbox_dn_4: 0.135 loss_giou_dn_4: 0.3524 time: 1.1158 data_time: 0.0984 lr: 0.0001 max_mem: 43695M [05/20 19:15:13 d2.utils.events]: eta: 1 day, 19:30:23 iter: 83499 total_loss: 8.923 loss_class: 0.242 loss_bbox: 0.1065 loss_giou: 0.3792 loss_class_0: 0.2718 loss_bbox_0: 0.1165 loss_giou_0: 0.4015 loss_class_1: 0.2589 loss_bbox_1: 0.1123 loss_giou_1: 0.3904 loss_class_2: 0.2477 loss_bbox_2: 0.1087 loss_giou_2: 0.3845 loss_class_3: 0.2445 loss_bbox_3: 0.1072 loss_giou_3: 0.3809 loss_class_4: 0.2439 loss_bbox_4: 0.1056 loss_giou_4: 0.3796 loss_class_enc: 0.2859 loss_bbox_enc: 0.1274 loss_giou_enc: 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0.3512 time: 1.1161 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/20 20:29:52 d2.utils.events]: eta: 1 day, 18:24:22 iter: 87449 total_loss: 8.973 loss_class: 0.2444 loss_bbox: 0.1096 loss_giou: 0.363 loss_class_0: 0.271 loss_bbox_0: 0.1211 loss_giou_0: 0.3832 loss_class_1: 0.2564 loss_bbox_1: 0.1141 loss_giou_1: 0.3747 loss_class_2: 0.2518 loss_bbox_2: 0.1109 loss_giou_2: 0.3676 loss_class_3: 0.2489 loss_bbox_3: 0.1091 loss_giou_3: 0.3625 loss_class_4: 0.2469 loss_bbox_4: 0.1096 loss_giou_4: 0.3627 loss_class_enc: 0.2844 loss_bbox_enc: 0.1317 loss_giou_enc: 0.4115 loss_class_dn: 0.04655 loss_bbox_dn: 0.1385 loss_giou_dn: 0.3563 loss_class_dn_0: 0.1023 loss_bbox_dn_0: 0.2246 loss_giou_dn_0: 0.5079 loss_class_dn_1: 0.0697 loss_bbox_dn_1: 0.1628 loss_giou_dn_1: 0.3992 loss_class_dn_2: 0.05708 loss_bbox_dn_2: 0.1447 loss_giou_dn_2: 0.3672 loss_class_dn_3: 0.05235 loss_bbox_dn_3: 0.1401 loss_giou_dn_3: 0.3587 loss_class_dn_4: 0.04781 loss_bbox_dn_4: 0.1386 loss_giou_dn_4: 0.3565 time: 1.1161 data_time: 0.1042 lr: 0.0001 max_mem: 43695M [05/20 20:30:48 d2.utils.events]: eta: 1 day, 18:22:10 iter: 87499 total_loss: 8.726 loss_class: 0.2419 loss_bbox: 0.1053 loss_giou: 0.37 loss_class_0: 0.2731 loss_bbox_0: 0.1157 loss_giou_0: 0.3884 loss_class_1: 0.2554 loss_bbox_1: 0.1119 loss_giou_1: 0.3792 loss_class_2: 0.2494 loss_bbox_2: 0.1082 loss_giou_2: 0.3745 loss_class_3: 0.2456 loss_bbox_3: 0.1063 loss_giou_3: 0.3715 loss_class_4: 0.2426 loss_bbox_4: 0.1059 loss_giou_4: 0.3703 loss_class_enc: 0.2829 loss_bbox_enc: 0.125 loss_giou_enc: 0.4127 loss_class_dn: 0.04572 loss_bbox_dn: 0.1325 loss_giou_dn: 0.3473 loss_class_dn_0: 0.09802 loss_bbox_dn_0: 0.2122 loss_giou_dn_0: 0.4988 loss_class_dn_1: 0.06941 loss_bbox_dn_1: 0.1565 loss_giou_dn_1: 0.3933 loss_class_dn_2: 0.05578 loss_bbox_dn_2: 0.1389 loss_giou_dn_2: 0.3602 loss_class_dn_3: 0.05101 loss_bbox_dn_3: 0.134 loss_giou_dn_3: 0.3499 loss_class_dn_4: 0.04711 loss_bbox_dn_4: 0.1325 loss_giou_dn_4: 0.3473 time: 1.1161 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20:35:30 d2.utils.events]: eta: 1 day, 18:17:20 iter: 87749 total_loss: 8.795 loss_class: 0.2397 loss_bbox: 0.1084 loss_giou: 0.3651 loss_class_0: 0.2654 loss_bbox_0: 0.1187 loss_giou_0: 0.3875 loss_class_1: 0.2531 loss_bbox_1: 0.1138 loss_giou_1: 0.3762 loss_class_2: 0.2454 loss_bbox_2: 0.1103 loss_giou_2: 0.3718 loss_class_3: 0.2439 loss_bbox_3: 0.1098 loss_giou_3: 0.3682 loss_class_4: 0.2408 loss_bbox_4: 0.1089 loss_giou_4: 0.3656 loss_class_enc: 0.2767 loss_bbox_enc: 0.1272 loss_giou_enc: 0.4079 loss_class_dn: 0.04467 loss_bbox_dn: 0.1411 loss_giou_dn: 0.3446 loss_class_dn_0: 0.09415 loss_bbox_dn_0: 0.2218 loss_giou_dn_0: 0.4958 loss_class_dn_1: 0.0654 loss_bbox_dn_1: 0.1646 loss_giou_dn_1: 0.3871 loss_class_dn_2: 0.0529 loss_bbox_dn_2: 0.1462 loss_giou_dn_2: 0.3569 loss_class_dn_3: 0.04882 loss_bbox_dn_3: 0.142 loss_giou_dn_3: 0.346 loss_class_dn_4: 0.04571 loss_bbox_dn_4: 0.1411 loss_giou_dn_4: 0.3446 time: 1.1161 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/20 20:36:27 d2.utils.events]: eta: 1 day, 18:15:33 iter: 87799 total_loss: 8.787 loss_class: 0.2386 loss_bbox: 0.1059 loss_giou: 0.3701 loss_class_0: 0.2703 loss_bbox_0: 0.1182 loss_giou_0: 0.3943 loss_class_1: 0.2554 loss_bbox_1: 0.1127 loss_giou_1: 0.38 loss_class_2: 0.2447 loss_bbox_2: 0.1088 loss_giou_2: 0.3762 loss_class_3: 0.2423 loss_bbox_3: 0.1078 loss_giou_3: 0.3719 loss_class_4: 0.2402 loss_bbox_4: 0.1061 loss_giou_4: 0.3703 loss_class_enc: 0.283 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4157 loss_class_dn: 0.04907 loss_bbox_dn: 0.1372 loss_giou_dn: 0.351 loss_class_dn_0: 0.1017 loss_bbox_dn_0: 0.2194 loss_giou_dn_0: 0.498 loss_class_dn_1: 0.07166 loss_bbox_dn_1: 0.1581 loss_giou_dn_1: 0.3938 loss_class_dn_2: 0.05913 loss_bbox_dn_2: 0.1407 loss_giou_dn_2: 0.3619 loss_class_dn_3: 0.05354 loss_bbox_dn_3: 0.1385 loss_giou_dn_3: 0.3536 loss_class_dn_4: 0.05011 loss_bbox_dn_4: 0.1372 loss_giou_dn_4: 0.351 time: 1.1161 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/20 20:37:23 d2.utils.events]: eta: 1 day, 18:14:15 iter: 87849 total_loss: 8.763 loss_class: 0.24 loss_bbox: 0.1078 loss_giou: 0.3597 loss_class_0: 0.2702 loss_bbox_0: 0.1213 loss_giou_0: 0.3816 loss_class_1: 0.2561 loss_bbox_1: 0.1147 loss_giou_1: 0.3703 loss_class_2: 0.2472 loss_bbox_2: 0.1109 loss_giou_2: 0.3646 loss_class_3: 0.2444 loss_bbox_3: 0.1075 loss_giou_3: 0.3618 loss_class_4: 0.2408 loss_bbox_4: 0.1076 loss_giou_4: 0.3613 loss_class_enc: 0.2831 loss_bbox_enc: 0.1314 loss_giou_enc: 0.4029 loss_class_dn: 0.0447 loss_bbox_dn: 0.1381 loss_giou_dn: 0.3468 loss_class_dn_0: 0.09832 loss_bbox_dn_0: 0.2257 loss_giou_dn_0: 0.4936 loss_class_dn_1: 0.06783 loss_bbox_dn_1: 0.1637 loss_giou_dn_1: 0.3905 loss_class_dn_2: 0.05432 loss_bbox_dn_2: 0.144 loss_giou_dn_2: 0.3582 loss_class_dn_3: 0.04927 loss_bbox_dn_3: 0.1399 loss_giou_dn_3: 0.3488 loss_class_dn_4: 0.04563 loss_bbox_dn_4: 0.1383 loss_giou_dn_4: 0.347 time: 1.1161 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/20 20:38:20 d2.utils.events]: eta: 1 day, 18:12:07 iter: 87899 total_loss: 8.825 loss_class: 0.2405 loss_bbox: 0.1108 loss_giou: 0.3591 loss_class_0: 0.271 loss_bbox_0: 0.1209 loss_giou_0: 0.379 loss_class_1: 0.2547 loss_bbox_1: 0.1156 loss_giou_1: 0.3696 loss_class_2: 0.2469 loss_bbox_2: 0.1134 loss_giou_2: 0.3646 loss_class_3: 0.2442 loss_bbox_3: 0.1119 loss_giou_3: 0.357 loss_class_4: 0.2411 loss_bbox_4: 0.1114 loss_giou_4: 0.3579 loss_class_enc: 0.2866 loss_bbox_enc: 0.1309 loss_giou_enc: 0.3994 loss_class_dn: 0.04803 loss_bbox_dn: 0.1396 loss_giou_dn: 0.3497 loss_class_dn_0: 0.1031 loss_bbox_dn_0: 0.2241 loss_giou_dn_0: 0.4996 loss_class_dn_1: 0.07151 loss_bbox_dn_1: 0.1664 loss_giou_dn_1: 0.3917 loss_class_dn_2: 0.05784 loss_bbox_dn_2: 0.1461 loss_giou_dn_2: 0.3595 loss_class_dn_3: 0.05193 loss_bbox_dn_3: 0.1414 loss_giou_dn_3: 0.3515 loss_class_dn_4: 0.04903 loss_bbox_dn_4: 0.1398 loss_giou_dn_4: 0.3495 time: 1.1161 data_time: 0.0973 lr: 0.0001 max_mem: 43695M [05/20 20:39:16 d2.utils.events]: eta: 1 day, 18:09:53 iter: 87949 total_loss: 8.862 loss_class: 0.2387 loss_bbox: 0.1063 loss_giou: 0.3662 loss_class_0: 0.2702 loss_bbox_0: 0.1173 loss_giou_0: 0.3861 loss_class_1: 0.2564 loss_bbox_1: 0.1123 loss_giou_1: 0.376 loss_class_2: 0.2482 loss_bbox_2: 0.1092 loss_giou_2: 0.3698 loss_class_3: 0.2441 loss_bbox_3: 0.1071 loss_giou_3: 0.3678 loss_class_4: 0.2409 loss_bbox_4: 0.1063 loss_giou_4: 0.3657 loss_class_enc: 0.2826 loss_bbox_enc: 0.1306 loss_giou_enc: 0.4094 loss_class_dn: 0.04739 loss_bbox_dn: 0.1355 loss_giou_dn: 0.3498 loss_class_dn_0: 0.09803 loss_bbox_dn_0: 0.2122 loss_giou_dn_0: 0.5002 loss_class_dn_1: 0.06902 loss_bbox_dn_1: 0.1575 loss_giou_dn_1: 0.3955 loss_class_dn_2: 0.05701 loss_bbox_dn_2: 0.1402 loss_giou_dn_2: 0.3622 loss_class_dn_3: 0.05254 loss_bbox_dn_3: 0.1363 loss_giou_dn_3: 0.352 loss_class_dn_4: 0.04883 loss_bbox_dn_4: 0.1354 loss_giou_dn_4: 0.3497 time: 1.1161 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/20 20:40:12 d2.utils.events]: eta: 1 day, 18:11:26 iter: 87999 total_loss: 9.066 loss_class: 0.2439 loss_bbox: 0.108 loss_giou: 0.3731 loss_class_0: 0.2731 loss_bbox_0: 0.1201 loss_giou_0: 0.3969 loss_class_1: 0.2602 loss_bbox_1: 0.1138 loss_giou_1: 0.3852 loss_class_2: 0.2523 loss_bbox_2: 0.1109 loss_giou_2: 0.3786 loss_class_3: 0.2481 loss_bbox_3: 0.1078 loss_giou_3: 0.3737 loss_class_4: 0.2446 loss_bbox_4: 0.108 loss_giou_4: 0.3729 loss_class_enc: 0.2886 loss_bbox_enc: 0.1332 loss_giou_enc: 0.4232 loss_class_dn: 0.04632 loss_bbox_dn: 0.1356 loss_giou_dn: 0.3559 loss_class_dn_0: 0.09949 loss_bbox_dn_0: 0.2176 loss_giou_dn_0: 0.5038 loss_class_dn_1: 0.06865 loss_bbox_dn_1: 0.1576 loss_giou_dn_1: 0.3952 loss_class_dn_2: 0.05593 loss_bbox_dn_2: 0.1408 loss_giou_dn_2: 0.3664 loss_class_dn_3: 0.05057 loss_bbox_dn_3: 0.1374 loss_giou_dn_3: 0.3579 loss_class_dn_4: 0.04714 loss_bbox_dn_4: 0.1357 loss_giou_dn_4: 0.3558 time: 1.1161 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/20 20:41:08 d2.utils.events]: eta: 1 day, 18:11:24 iter: 88049 total_loss: 8.819 loss_class: 0.2429 loss_bbox: 0.1058 loss_giou: 0.3679 loss_class_0: 0.2696 loss_bbox_0: 0.1176 loss_giou_0: 0.3938 loss_class_1: 0.2551 loss_bbox_1: 0.1112 loss_giou_1: 0.3801 loss_class_2: 0.2486 loss_bbox_2: 0.1083 loss_giou_2: 0.3755 loss_class_3: 0.245 loss_bbox_3: 0.1049 loss_giou_3: 0.3709 loss_class_4: 0.2413 loss_bbox_4: 0.105 loss_giou_4: 0.3695 loss_class_enc: 0.2822 loss_bbox_enc: 0.1309 loss_giou_enc: 0.4204 loss_class_dn: 0.04619 loss_bbox_dn: 0.1354 loss_giou_dn: 0.348 loss_class_dn_0: 0.09857 loss_bbox_dn_0: 0.2196 loss_giou_dn_0: 0.5022 loss_class_dn_1: 0.0676 loss_bbox_dn_1: 0.1599 loss_giou_dn_1: 0.3921 loss_class_dn_2: 0.05514 loss_bbox_dn_2: 0.1424 loss_giou_dn_2: 0.3592 loss_class_dn_3: 0.0499 loss_bbox_dn_3: 0.1377 loss_giou_dn_3: 0.3499 loss_class_dn_4: 0.04726 loss_bbox_dn_4: 0.1355 loss_giou_dn_4: 0.3479 time: 1.1161 data_time: 0.1012 lr: 0.0001 max_mem: 43695M [05/20 20:42:05 d2.utils.events]: eta: 1 day, 18:10:01 iter: 88099 total_loss: 8.849 loss_class: 0.2403 loss_bbox: 0.1066 loss_giou: 0.3777 loss_class_0: 0.269 loss_bbox_0: 0.1155 loss_giou_0: 0.4029 loss_class_1: 0.2545 loss_bbox_1: 0.112 loss_giou_1: 0.3906 loss_class_2: 0.2465 loss_bbox_2: 0.1084 loss_giou_2: 0.3855 loss_class_3: 0.2437 loss_bbox_3: 0.1072 loss_giou_3: 0.3796 loss_class_4: 0.2415 loss_bbox_4: 0.1066 loss_giou_4: 0.3778 loss_class_enc: 0.283 loss_bbox_enc: 0.1266 loss_giou_enc: 0.4252 loss_class_dn: 0.04844 loss_bbox_dn: 0.1291 loss_giou_dn: 0.3549 loss_class_dn_0: 0.1008 loss_bbox_dn_0: 0.206 loss_giou_dn_0: 0.5049 loss_class_dn_1: 0.06888 loss_bbox_dn_1: 0.1504 loss_giou_dn_1: 0.403 loss_class_dn_2: 0.05739 loss_bbox_dn_2: 0.1331 loss_giou_dn_2: 0.3654 loss_class_dn_3: 0.05272 loss_bbox_dn_3: 0.13 loss_giou_dn_3: 0.3564 loss_class_dn_4: 0.04995 loss_bbox_dn_4: 0.1292 loss_giou_dn_4: 0.3549 time: 1.1162 data_time: 0.0949 lr: 0.0001 max_mem: 43695M [05/20 20:43:02 d2.utils.events]: eta: 1 day, 18:09:33 iter: 88149 total_loss: 8.831 loss_class: 0.2385 loss_bbox: 0.1068 loss_giou: 0.3681 loss_class_0: 0.2667 loss_bbox_0: 0.1194 loss_giou_0: 0.3866 loss_class_1: 0.2512 loss_bbox_1: 0.1126 loss_giou_1: 0.3758 loss_class_2: 0.2447 loss_bbox_2: 0.109 loss_giou_2: 0.3737 loss_class_3: 0.2411 loss_bbox_3: 0.1066 loss_giou_3: 0.3685 loss_class_4: 0.2399 loss_bbox_4: 0.1068 loss_giou_4: 0.3686 loss_class_enc: 0.2841 loss_bbox_enc: 0.1307 loss_giou_enc: 0.4077 loss_class_dn: 0.04912 loss_bbox_dn: 0.1331 loss_giou_dn: 0.3508 loss_class_dn_0: 0.09548 loss_bbox_dn_0: 0.2197 loss_giou_dn_0: 0.4974 loss_class_dn_1: 0.06856 loss_bbox_dn_1: 0.1576 loss_giou_dn_1: 0.3908 loss_class_dn_2: 0.05702 loss_bbox_dn_2: 0.1394 loss_giou_dn_2: 0.3622 loss_class_dn_3: 0.05309 loss_bbox_dn_3: 0.1344 loss_giou_dn_3: 0.3536 loss_class_dn_4: 0.04963 loss_bbox_dn_4: 0.133 loss_giou_dn_4: 0.3508 time: 1.1162 data_time: 0.0968 lr: 0.0001 max_mem: 43695M [05/20 20:43:58 d2.utils.events]: eta: 1 day, 18:08:38 iter: 88199 total_loss: 8.723 loss_class: 0.2381 loss_bbox: 0.1055 loss_giou: 0.365 loss_class_0: 0.2669 loss_bbox_0: 0.1175 loss_giou_0: 0.3873 loss_class_1: 0.2511 loss_bbox_1: 0.1106 loss_giou_1: 0.3782 loss_class_2: 0.2428 loss_bbox_2: 0.1079 loss_giou_2: 0.371 loss_class_3: 0.2401 loss_bbox_3: 0.1063 loss_giou_3: 0.3678 loss_class_4: 0.2376 loss_bbox_4: 0.1045 loss_giou_4: 0.3658 loss_class_enc: 0.2772 loss_bbox_enc: 0.1309 loss_giou_enc: 0.4129 loss_class_dn: 0.04513 loss_bbox_dn: 0.1326 loss_giou_dn: 0.3472 loss_class_dn_0: 0.09706 loss_bbox_dn_0: 0.214 loss_giou_dn_0: 0.5002 loss_class_dn_1: 0.06668 loss_bbox_dn_1: 0.1549 loss_giou_dn_1: 0.3917 loss_class_dn_2: 0.05381 loss_bbox_dn_2: 0.1375 loss_giou_dn_2: 0.3595 loss_class_dn_3: 0.04873 loss_bbox_dn_3: 0.1334 loss_giou_dn_3: 0.3499 loss_class_dn_4: 0.04555 loss_bbox_dn_4: 0.1325 loss_giou_dn_4: 0.3471 time: 1.1162 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/20 20:44:55 d2.utils.events]: eta: 1 day, 18:06:49 iter: 88249 total_loss: 8.559 loss_class: 0.2346 loss_bbox: 0.1054 loss_giou: 0.3614 loss_class_0: 0.2566 loss_bbox_0: 0.1146 loss_giou_0: 0.3855 loss_class_1: 0.2453 loss_bbox_1: 0.1105 loss_giou_1: 0.3749 loss_class_2: 0.2378 loss_bbox_2: 0.1078 loss_giou_2: 0.3684 loss_class_3: 0.238 loss_bbox_3: 0.1058 loss_giou_3: 0.3642 loss_class_4: 0.2339 loss_bbox_4: 0.105 loss_giou_4: 0.3632 loss_class_enc: 0.2737 loss_bbox_enc: 0.125 loss_giou_enc: 0.4113 loss_class_dn: 0.04314 loss_bbox_dn: 0.1336 loss_giou_dn: 0.3455 loss_class_dn_0: 0.09149 loss_bbox_dn_0: 0.2164 loss_giou_dn_0: 0.4925 loss_class_dn_1: 0.06321 loss_bbox_dn_1: 0.1562 loss_giou_dn_1: 0.3875 loss_class_dn_2: 0.05131 loss_bbox_dn_2: 0.1397 loss_giou_dn_2: 0.3569 loss_class_dn_3: 0.04683 loss_bbox_dn_3: 0.1354 loss_giou_dn_3: 0.3477 loss_class_dn_4: 0.04434 loss_bbox_dn_4: 0.1336 loss_giou_dn_4: 0.3456 time: 1.1162 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/20 20:45:51 d2.utils.events]: eta: 1 day, 18:04:44 iter: 88299 total_loss: 8.802 loss_class: 0.2361 loss_bbox: 0.1067 loss_giou: 0.365 loss_class_0: 0.266 loss_bbox_0: 0.1189 loss_giou_0: 0.3851 loss_class_1: 0.2508 loss_bbox_1: 0.1131 loss_giou_1: 0.3748 loss_class_2: 0.2431 loss_bbox_2: 0.1096 loss_giou_2: 0.3683 loss_class_3: 0.2414 loss_bbox_3: 0.1074 loss_giou_3: 0.3637 loss_class_4: 0.2375 loss_bbox_4: 0.1063 loss_giou_4: 0.3652 loss_class_enc: 0.2822 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4076 loss_class_dn: 0.0449 loss_bbox_dn: 0.1343 loss_giou_dn: 0.3519 loss_class_dn_0: 0.09501 loss_bbox_dn_0: 0.2176 loss_giou_dn_0: 0.504 loss_class_dn_1: 0.06673 loss_bbox_dn_1: 0.1577 loss_giou_dn_1: 0.3952 loss_class_dn_2: 0.05317 loss_bbox_dn_2: 0.1397 loss_giou_dn_2: 0.3636 loss_class_dn_3: 0.04829 loss_bbox_dn_3: 0.1356 loss_giou_dn_3: 0.3541 loss_class_dn_4: 0.04617 loss_bbox_dn_4: 0.1343 loss_giou_dn_4: 0.3519 time: 1.1162 data_time: 0.0908 lr: 0.0001 max_mem: 43695M [05/20 20:46:47 d2.utils.events]: eta: 1 day, 18:01:38 iter: 88349 total_loss: 8.867 loss_class: 0.2399 loss_bbox: 0.1061 loss_giou: 0.3607 loss_class_0: 0.2662 loss_bbox_0: 0.1169 loss_giou_0: 0.388 loss_class_1: 0.252 loss_bbox_1: 0.1119 loss_giou_1: 0.3757 loss_class_2: 0.2452 loss_bbox_2: 0.1091 loss_giou_2: 0.369 loss_class_3: 0.2421 loss_bbox_3: 0.1065 loss_giou_3: 0.3642 loss_class_4: 0.2406 loss_bbox_4: 0.1061 loss_giou_4: 0.362 loss_class_enc: 0.283 loss_bbox_enc: 0.1277 loss_giou_enc: 0.4107 loss_class_dn: 0.04478 loss_bbox_dn: 0.1339 loss_giou_dn: 0.3471 loss_class_dn_0: 0.09506 loss_bbox_dn_0: 0.2156 loss_giou_dn_0: 0.5015 loss_class_dn_1: 0.06599 loss_bbox_dn_1: 0.1551 loss_giou_dn_1: 0.3917 loss_class_dn_2: 0.05442 loss_bbox_dn_2: 0.1395 loss_giou_dn_2: 0.3588 loss_class_dn_3: 0.04962 loss_bbox_dn_3: 0.1349 loss_giou_dn_3: 0.3494 loss_class_dn_4: 0.04584 loss_bbox_dn_4: 0.1339 loss_giou_dn_4: 0.3471 time: 1.1162 data_time: 0.1002 lr: 0.0001 max_mem: 43695M [05/20 20:47:43 d2.utils.events]: eta: 1 day, 17:59:20 iter: 88399 total_loss: 8.938 loss_class: 0.2418 loss_bbox: 0.1063 loss_giou: 0.3727 loss_class_0: 0.2727 loss_bbox_0: 0.1196 loss_giou_0: 0.3983 loss_class_1: 0.2579 loss_bbox_1: 0.1132 loss_giou_1: 0.3872 loss_class_2: 0.2481 loss_bbox_2: 0.1095 loss_giou_2: 0.3796 loss_class_3: 0.2456 loss_bbox_3: 0.1075 loss_giou_3: 0.375 loss_class_4: 0.2431 loss_bbox_4: 0.1067 loss_giou_4: 0.3743 loss_class_enc: 0.2851 loss_bbox_enc: 0.1307 loss_giou_enc: 0.4222 loss_class_dn: 0.04765 loss_bbox_dn: 0.1341 loss_giou_dn: 0.3521 loss_class_dn_0: 0.09893 loss_bbox_dn_0: 0.2169 loss_giou_dn_0: 0.5065 loss_class_dn_1: 0.06953 loss_bbox_dn_1: 0.1586 loss_giou_dn_1: 0.3984 loss_class_dn_2: 0.05741 loss_bbox_dn_2: 0.1396 loss_giou_dn_2: 0.3636 loss_class_dn_3: 0.05272 loss_bbox_dn_3: 0.1348 loss_giou_dn_3: 0.3542 loss_class_dn_4: 0.04887 loss_bbox_dn_4: 0.1341 loss_giou_dn_4: 0.3522 time: 1.1162 data_time: 0.0973 lr: 0.0001 max_mem: 43695M [05/20 20:48:39 d2.utils.events]: eta: 1 day, 17:57:05 iter: 88449 total_loss: 8.736 loss_class: 0.2343 loss_bbox: 0.1035 loss_giou: 0.3657 loss_class_0: 0.2635 loss_bbox_0: 0.1168 loss_giou_0: 0.3877 loss_class_1: 0.2496 loss_bbox_1: 0.11 loss_giou_1: 0.3781 loss_class_2: 0.2413 loss_bbox_2: 0.1065 loss_giou_2: 0.373 loss_class_3: 0.2374 loss_bbox_3: 0.1056 loss_giou_3: 0.369 loss_class_4: 0.2351 loss_bbox_4: 0.1043 loss_giou_4: 0.3659 loss_class_enc: 0.2776 loss_bbox_enc: 0.1282 loss_giou_enc: 0.4154 loss_class_dn: 0.04484 loss_bbox_dn: 0.1315 loss_giou_dn: 0.3473 loss_class_dn_0: 0.09753 loss_bbox_dn_0: 0.2121 loss_giou_dn_0: 0.5025 loss_class_dn_1: 0.06802 loss_bbox_dn_1: 0.1565 loss_giou_dn_1: 0.3894 loss_class_dn_2: 0.0543 loss_bbox_dn_2: 0.1383 loss_giou_dn_2: 0.3586 loss_class_dn_3: 0.04995 loss_bbox_dn_3: 0.133 loss_giou_dn_3: 0.3497 loss_class_dn_4: 0.04568 loss_bbox_dn_4: 0.1315 loss_giou_dn_4: 0.3473 time: 1.1162 data_time: 0.1024 lr: 0.0001 max_mem: 43695M [05/20 20:49:35 d2.utils.events]: eta: 1 day, 17:54:35 iter: 88499 total_loss: 8.713 loss_class: 0.2306 loss_bbox: 0.1058 loss_giou: 0.3588 loss_class_0: 0.2576 loss_bbox_0: 0.1173 loss_giou_0: 0.3825 loss_class_1: 0.2449 loss_bbox_1: 0.1104 loss_giou_1: 0.3705 loss_class_2: 0.238 loss_bbox_2: 0.1063 loss_giou_2: 0.3639 loss_class_3: 0.2329 loss_bbox_3: 0.1056 loss_giou_3: 0.3612 loss_class_4: 0.2308 loss_bbox_4: 0.1054 loss_giou_4: 0.3583 loss_class_enc: 0.2747 loss_bbox_enc: 0.1266 loss_giou_enc: 0.4115 loss_class_dn: 0.04494 loss_bbox_dn: 0.1346 loss_giou_dn: 0.3432 loss_class_dn_0: 0.09701 loss_bbox_dn_0: 0.2177 loss_giou_dn_0: 0.4946 loss_class_dn_1: 0.06686 loss_bbox_dn_1: 0.1591 loss_giou_dn_1: 0.3872 loss_class_dn_2: 0.05454 loss_bbox_dn_2: 0.1406 loss_giou_dn_2: 0.357 loss_class_dn_3: 0.04933 loss_bbox_dn_3: 0.1354 loss_giou_dn_3: 0.3455 loss_class_dn_4: 0.04618 loss_bbox_dn_4: 0.1346 loss_giou_dn_4: 0.3433 time: 1.1162 data_time: 0.1003 lr: 0.0001 max_mem: 43695M [05/20 20:50:31 d2.utils.events]: eta: 1 day, 17:53:14 iter: 88549 total_loss: 8.647 loss_class: 0.2331 loss_bbox: 0.1006 loss_giou: 0.3631 loss_class_0: 0.2609 loss_bbox_0: 0.1114 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loss_giou_1: 0.3765 loss_class_2: 0.2439 loss_bbox_2: 0.109 loss_giou_2: 0.3682 loss_class_3: 0.2409 loss_bbox_3: 0.1054 loss_giou_3: 0.3675 loss_class_4: 0.2408 loss_bbox_4: 0.1058 loss_giou_4: 0.3664 loss_class_enc: 0.2808 loss_bbox_enc: 0.1278 loss_giou_enc: 0.4077 loss_class_dn: 0.04817 loss_bbox_dn: 0.1386 loss_giou_dn: 0.3498 loss_class_dn_0: 0.101 loss_bbox_dn_0: 0.2233 loss_giou_dn_0: 0.503 loss_class_dn_1: 0.06995 loss_bbox_dn_1: 0.1594 loss_giou_dn_1: 0.3894 loss_class_dn_2: 0.05775 loss_bbox_dn_2: 0.1434 loss_giou_dn_2: 0.3609 loss_class_dn_3: 0.05234 loss_bbox_dn_3: 0.1394 loss_giou_dn_3: 0.3522 loss_class_dn_4: 0.04901 loss_bbox_dn_4: 0.1385 loss_giou_dn_4: 0.3497 time: 1.1162 data_time: 0.0980 lr: 0.0001 max_mem: 43695M [05/20 20:57:06 d2.utils.events]: eta: 1 day, 17:48:10 iter: 88899 total_loss: 8.893 loss_class: 0.2446 loss_bbox: 0.1081 loss_giou: 0.3679 loss_class_0: 0.2718 loss_bbox_0: 0.1172 loss_giou_0: 0.3906 loss_class_1: 0.2578 loss_bbox_1: 0.1107 loss_giou_1: 0.377 loss_class_2: 0.2517 loss_bbox_2: 0.1079 loss_giou_2: 0.3696 loss_class_3: 0.2478 loss_bbox_3: 0.1083 loss_giou_3: 0.37 loss_class_4: 0.2454 loss_bbox_4: 0.1083 loss_giou_4: 0.3682 loss_class_enc: 0.2843 loss_bbox_enc: 0.1296 loss_giou_enc: 0.4202 loss_class_dn: 0.05029 loss_bbox_dn: 0.1352 loss_giou_dn: 0.3541 loss_class_dn_0: 0.09886 loss_bbox_dn_0: 0.2194 loss_giou_dn_0: 0.4999 loss_class_dn_1: 0.0686 loss_bbox_dn_1: 0.1574 loss_giou_dn_1: 0.393 loss_class_dn_2: 0.05911 loss_bbox_dn_2: 0.1394 loss_giou_dn_2: 0.3632 loss_class_dn_3: 0.05489 loss_bbox_dn_3: 0.1358 loss_giou_dn_3: 0.3559 loss_class_dn_4: 0.05104 loss_bbox_dn_4: 0.1353 loss_giou_dn_4: 0.3543 time: 1.1162 data_time: 0.0994 lr: 0.0001 max_mem: 43695M [05/20 20:58:02 d2.utils.events]: eta: 1 day, 17:46:36 iter: 88949 total_loss: 8.808 loss_class: 0.2337 loss_bbox: 0.1076 loss_giou: 0.3625 loss_class_0: 0.2634 loss_bbox_0: 0.1201 loss_giou_0: 0.3882 loss_class_1: 0.2487 loss_bbox_1: 0.1138 loss_giou_1: 0.373 loss_class_2: 0.2402 loss_bbox_2: 0.111 loss_giou_2: 0.3689 loss_class_3: 0.2364 loss_bbox_3: 0.1087 loss_giou_3: 0.3649 loss_class_4: 0.2328 loss_bbox_4: 0.1078 loss_giou_4: 0.3641 loss_class_enc: 0.2753 loss_bbox_enc: 0.1329 loss_giou_enc: 0.4183 loss_class_dn: 0.04706 loss_bbox_dn: 0.1397 loss_giou_dn: 0.3479 loss_class_dn_0: 0.0997 loss_bbox_dn_0: 0.2273 loss_giou_dn_0: 0.4974 loss_class_dn_1: 0.06846 loss_bbox_dn_1: 0.165 loss_giou_dn_1: 0.3917 loss_class_dn_2: 0.05598 loss_bbox_dn_2: 0.1454 loss_giou_dn_2: 0.3594 loss_class_dn_3: 0.0509 loss_bbox_dn_3: 0.1407 loss_giou_dn_3: 0.3505 loss_class_dn_4: 0.04831 loss_bbox_dn_4: 0.1399 loss_giou_dn_4: 0.348 time: 1.1162 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/20 20:58:59 d2.utils.events]: eta: 1 day, 17:46:52 iter: 88999 total_loss: 8.969 loss_class: 0.2448 loss_bbox: 0.1103 loss_giou: 0.3692 loss_class_0: 0.2766 loss_bbox_0: 0.1206 loss_giou_0: 0.3878 loss_class_1: 0.2601 loss_bbox_1: 0.1149 loss_giou_1: 0.3764 loss_class_2: 0.2517 loss_bbox_2: 0.1122 loss_giou_2: 0.3717 loss_class_3: 0.2503 loss_bbox_3: 0.1123 loss_giou_3: 0.3689 loss_class_4: 0.2466 loss_bbox_4: 0.1105 loss_giou_4: 0.3687 loss_class_enc: 0.291 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4098 loss_class_dn: 0.04791 loss_bbox_dn: 0.1406 loss_giou_dn: 0.3488 loss_class_dn_0: 0.1005 loss_bbox_dn_0: 0.2199 loss_giou_dn_0: 0.5027 loss_class_dn_1: 0.06965 loss_bbox_dn_1: 0.164 loss_giou_dn_1: 0.3922 loss_class_dn_2: 0.05789 loss_bbox_dn_2: 0.147 loss_giou_dn_2: 0.3596 loss_class_dn_3: 0.05252 loss_bbox_dn_3: 0.1425 loss_giou_dn_3: 0.3519 loss_class_dn_4: 0.04869 loss_bbox_dn_4: 0.1405 loss_giou_dn_4: 0.3487 time: 1.1162 data_time: 0.0910 lr: 0.0001 max_mem: 43695M [05/20 20:59:55 d2.utils.events]: eta: 1 day, 17:42:40 iter: 89049 total_loss: 8.686 loss_class: 0.2381 loss_bbox: 0.1023 loss_giou: 0.3611 loss_class_0: 0.2649 loss_bbox_0: 0.1141 loss_giou_0: 0.3854 loss_class_1: 0.2503 loss_bbox_1: 0.1082 loss_giou_1: 0.3725 loss_class_2: 0.2425 loss_bbox_2: 0.1051 loss_giou_2: 0.3682 loss_class_3: 0.2421 loss_bbox_3: 0.1039 loss_giou_3: 0.3638 loss_class_4: 0.2393 loss_bbox_4: 0.1027 loss_giou_4: 0.3604 loss_class_enc: 0.278 loss_bbox_enc: 0.1267 loss_giou_enc: 0.4093 loss_class_dn: 0.04685 loss_bbox_dn: 0.1321 loss_giou_dn: 0.3492 loss_class_dn_0: 0.09905 loss_bbox_dn_0: 0.215 loss_giou_dn_0: 0.499 loss_class_dn_1: 0.06831 loss_bbox_dn_1: 0.1556 loss_giou_dn_1: 0.39 loss_class_dn_2: 0.05533 loss_bbox_dn_2: 0.1368 loss_giou_dn_2: 0.3607 loss_class_dn_3: 0.05078 loss_bbox_dn_3: 0.1333 loss_giou_dn_3: 0.3511 loss_class_dn_4: 0.04801 loss_bbox_dn_4: 0.132 loss_giou_dn_4: 0.349 time: 1.1162 data_time: 0.0986 lr: 0.0001 max_mem: 43695M [05/20 21:00:51 d2.utils.events]: eta: 1 day, 17:41:13 iter: 89099 total_loss: 8.762 loss_class: 0.2403 loss_bbox: 0.1044 loss_giou: 0.3613 loss_class_0: 0.2739 loss_bbox_0: 0.1164 loss_giou_0: 0.3791 loss_class_1: 0.2525 loss_bbox_1: 0.1134 loss_giou_1: 0.3724 loss_class_2: 0.2462 loss_bbox_2: 0.1085 loss_giou_2: 0.3644 loss_class_3: 0.2437 loss_bbox_3: 0.1061 loss_giou_3: 0.3609 loss_class_4: 0.2416 loss_bbox_4: 0.1043 loss_giou_4: 0.3602 loss_class_enc: 0.283 loss_bbox_enc: 0.1266 loss_giou_enc: 0.405 loss_class_dn: 0.04609 loss_bbox_dn: 0.1321 loss_giou_dn: 0.3425 loss_class_dn_0: 0.09829 loss_bbox_dn_0: 0.2187 loss_giou_dn_0: 0.4985 loss_class_dn_1: 0.06968 loss_bbox_dn_1: 0.1548 loss_giou_dn_1: 0.3854 loss_class_dn_2: 0.05605 loss_bbox_dn_2: 0.1383 loss_giou_dn_2: 0.3549 loss_class_dn_3: 0.05089 loss_bbox_dn_3: 0.1335 loss_giou_dn_3: 0.344 loss_class_dn_4: 0.04751 loss_bbox_dn_4: 0.132 loss_giou_dn_4: 0.3425 time: 1.1162 data_time: 0.1050 lr: 0.0001 max_mem: 43695M [05/20 21:01:48 d2.utils.events]: eta: 1 day, 17:39:21 iter: 89149 total_loss: 8.733 loss_class: 0.2349 loss_bbox: 0.107 loss_giou: 0.3695 loss_class_0: 0.2634 loss_bbox_0: 0.1192 loss_giou_0: 0.3865 loss_class_1: 0.2526 loss_bbox_1: 0.1135 loss_giou_1: 0.3775 loss_class_2: 0.2412 loss_bbox_2: 0.1099 loss_giou_2: 0.3732 loss_class_3: 0.2389 loss_bbox_3: 0.1081 loss_giou_3: 0.3695 loss_class_4: 0.2355 loss_bbox_4: 0.1078 loss_giou_4: 0.3703 loss_class_enc: 0.2774 loss_bbox_enc: 0.1306 loss_giou_enc: 0.4106 loss_class_dn: 0.04544 loss_bbox_dn: 0.1367 loss_giou_dn: 0.3409 loss_class_dn_0: 0.09782 loss_bbox_dn_0: 0.2187 loss_giou_dn_0: 0.4937 loss_class_dn_1: 0.06552 loss_bbox_dn_1: 0.16 loss_giou_dn_1: 0.3854 loss_class_dn_2: 0.05407 loss_bbox_dn_2: 0.1418 loss_giou_dn_2: 0.3523 loss_class_dn_3: 0.04939 loss_bbox_dn_3: 0.1378 loss_giou_dn_3: 0.3434 loss_class_dn_4: 0.04597 loss_bbox_dn_4: 0.1367 loss_giou_dn_4: 0.3409 time: 1.1162 data_time: 0.1059 lr: 0.0001 max_mem: 43695M [05/20 21:02:44 d2.utils.events]: eta: 1 day, 17:37:49 iter: 89199 total_loss: 8.623 loss_class: 0.2401 loss_bbox: 0.1018 loss_giou: 0.3536 loss_class_0: 0.2662 loss_bbox_0: 0.1146 loss_giou_0: 0.379 loss_class_1: 0.2554 loss_bbox_1: 0.1069 loss_giou_1: 0.3678 loss_class_2: 0.2468 loss_bbox_2: 0.1039 loss_giou_2: 0.3593 loss_class_3: 0.2434 loss_bbox_3: 0.1022 loss_giou_3: 0.355 loss_class_4: 0.2425 loss_bbox_4: 0.1015 loss_giou_4: 0.3535 loss_class_enc: 0.2826 loss_bbox_enc: 0.1271 loss_giou_enc: 0.4052 loss_class_dn: 0.04383 loss_bbox_dn: 0.1335 loss_giou_dn: 0.3407 loss_class_dn_0: 0.0953 loss_bbox_dn_0: 0.2213 loss_giou_dn_0: 0.4924 loss_class_dn_1: 0.06496 loss_bbox_dn_1: 0.1577 loss_giou_dn_1: 0.3822 loss_class_dn_2: 0.0528 loss_bbox_dn_2: 0.1403 loss_giou_dn_2: 0.3522 loss_class_dn_3: 0.04818 loss_bbox_dn_3: 0.1347 loss_giou_dn_3: 0.3429 loss_class_dn_4: 0.0445 loss_bbox_dn_4: 0.1335 loss_giou_dn_4: 0.3407 time: 1.1162 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/20 21:03:41 d2.utils.events]: eta: 1 day, 17:38:47 iter: 89249 total_loss: 8.812 loss_class: 0.2413 loss_bbox: 0.1059 loss_giou: 0.3642 loss_class_0: 0.2701 loss_bbox_0: 0.1187 loss_giou_0: 0.3889 loss_class_1: 0.2559 loss_bbox_1: 0.1118 loss_giou_1: 0.3729 loss_class_2: 0.2475 loss_bbox_2: 0.1085 loss_giou_2: 0.3691 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0.2421 loss_bbox_3: 0.1074 loss_giou_3: 0.3762 loss_class_4: 0.2382 loss_bbox_4: 0.1067 loss_giou_4: 0.3741 loss_class_enc: 0.2833 loss_bbox_enc: 0.1262 loss_giou_enc: 0.4112 loss_class_dn: 0.04532 loss_bbox_dn: 0.1333 loss_giou_dn: 0.345 loss_class_dn_0: 0.09748 loss_bbox_dn_0: 0.2167 loss_giou_dn_0: 0.4884 loss_class_dn_1: 0.06737 loss_bbox_dn_1: 0.1585 loss_giou_dn_1: 0.3882 loss_class_dn_2: 0.05361 loss_bbox_dn_2: 0.1399 loss_giou_dn_2: 0.3569 loss_class_dn_3: 0.04915 loss_bbox_dn_3: 0.135 loss_giou_dn_3: 0.3477 loss_class_dn_4: 0.04579 loss_bbox_dn_4: 0.1334 loss_giou_dn_4: 0.3449 time: 1.1162 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/20 21:05:33 d2.utils.events]: eta: 1 day, 17:37:19 iter: 89349 total_loss: 8.901 loss_class: 0.2389 loss_bbox: 0.1038 loss_giou: 0.3679 loss_class_0: 0.2691 loss_bbox_0: 0.115 loss_giou_0: 0.3861 loss_class_1: 0.2555 loss_bbox_1: 0.1094 loss_giou_1: 0.3733 loss_class_2: 0.2468 loss_bbox_2: 0.1068 loss_giou_2: 0.3727 loss_class_3: 0.2456 loss_bbox_3: 0.1044 loss_giou_3: 0.3706 loss_class_4: 0.2402 loss_bbox_4: 0.1038 loss_giou_4: 0.3699 loss_class_enc: 0.2838 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4086 loss_class_dn: 0.04646 loss_bbox_dn: 0.1331 loss_giou_dn: 0.3509 loss_class_dn_0: 0.09833 loss_bbox_dn_0: 0.2143 loss_giou_dn_0: 0.4977 loss_class_dn_1: 0.06946 loss_bbox_dn_1: 0.1568 loss_giou_dn_1: 0.3892 loss_class_dn_2: 0.05645 loss_bbox_dn_2: 0.1377 loss_giou_dn_2: 0.361 loss_class_dn_3: 0.05124 loss_bbox_dn_3: 0.1341 loss_giou_dn_3: 0.3528 loss_class_dn_4: 0.04763 loss_bbox_dn_4: 0.1332 loss_giou_dn_4: 0.3509 time: 1.1162 data_time: 0.1002 lr: 0.0001 max_mem: 43695M [05/20 21:06:29 d2.utils.events]: eta: 1 day, 17:36:24 iter: 89399 total_loss: 8.775 loss_class: 0.2393 loss_bbox: 0.1082 loss_giou: 0.3594 loss_class_0: 0.2702 loss_bbox_0: 0.1159 loss_giou_0: 0.3814 loss_class_1: 0.2535 loss_bbox_1: 0.1112 loss_giou_1: 0.3681 loss_class_2: 0.2494 loss_bbox_2: 0.1102 loss_giou_2: 0.365 loss_class_3: 0.2441 loss_bbox_3: 0.1085 loss_giou_3: 0.3604 loss_class_4: 0.241 loss_bbox_4: 0.1082 loss_giou_4: 0.3594 loss_class_enc: 0.2838 loss_bbox_enc: 0.1301 loss_giou_enc: 0.4061 loss_class_dn: 0.04694 loss_bbox_dn: 0.1382 loss_giou_dn: 0.3425 loss_class_dn_0: 0.09855 loss_bbox_dn_0: 0.2178 loss_giou_dn_0: 0.4905 loss_class_dn_1: 0.06761 loss_bbox_dn_1: 0.1599 loss_giou_dn_1: 0.3843 loss_class_dn_2: 0.05613 loss_bbox_dn_2: 0.1421 loss_giou_dn_2: 0.3536 loss_class_dn_3: 0.05101 loss_bbox_dn_3: 0.139 loss_giou_dn_3: 0.3449 loss_class_dn_4: 0.04823 loss_bbox_dn_4: 0.1381 loss_giou_dn_4: 0.3424 time: 1.1162 data_time: 0.1016 lr: 0.0001 max_mem: 43695M [05/20 21:07:25 d2.utils.events]: eta: 1 day, 17:35:45 iter: 89449 total_loss: 8.73 loss_class: 0.2325 loss_bbox: 0.1046 loss_giou: 0.3671 loss_class_0: 0.2637 loss_bbox_0: 0.1151 loss_giou_0: 0.3871 loss_class_1: 0.2463 loss_bbox_1: 0.1112 loss_giou_1: 0.3797 loss_class_2: 0.2383 loss_bbox_2: 0.1078 loss_giou_2: 0.3729 loss_class_3: 0.2351 loss_bbox_3: 0.1062 loss_giou_3: 0.3694 loss_class_4: 0.2323 loss_bbox_4: 0.1046 loss_giou_4: 0.3682 loss_class_enc: 0.2756 loss_bbox_enc: 0.1256 loss_giou_enc: 0.4103 loss_class_dn: 0.04306 loss_bbox_dn: 0.1314 loss_giou_dn: 0.3437 loss_class_dn_0: 0.09503 loss_bbox_dn_0: 0.223 loss_giou_dn_0: 0.5058 loss_class_dn_1: 0.06388 loss_bbox_dn_1: 0.1568 loss_giou_dn_1: 0.3892 loss_class_dn_2: 0.0523 loss_bbox_dn_2: 0.1373 loss_giou_dn_2: 0.3561 loss_class_dn_3: 0.0477 loss_bbox_dn_3: 0.1323 loss_giou_dn_3: 0.347 loss_class_dn_4: 0.04423 loss_bbox_dn_4: 0.1314 loss_giou_dn_4: 0.3438 time: 1.1162 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/20 21:08:21 d2.utils.events]: eta: 1 day, 17:35:12 iter: 89499 total_loss: 8.746 loss_class: 0.2387 loss_bbox: 0.104 loss_giou: 0.3698 loss_class_0: 0.2676 loss_bbox_0: 0.1146 loss_giou_0: 0.3899 loss_class_1: 0.2519 loss_bbox_1: 0.1099 loss_giou_1: 0.3815 loss_class_2: 0.2433 loss_bbox_2: 0.1061 loss_giou_2: 0.3764 loss_class_3: 0.2419 loss_bbox_3: 0.1055 loss_giou_3: 0.3721 loss_class_4: 0.2374 loss_bbox_4: 0.1045 loss_giou_4: 0.3707 loss_class_enc: 0.281 loss_bbox_enc: 0.128 loss_giou_enc: 0.4156 loss_class_dn: 0.04533 loss_bbox_dn: 0.13 loss_giou_dn: 0.3474 loss_class_dn_0: 0.09763 loss_bbox_dn_0: 0.2131 loss_giou_dn_0: 0.4996 loss_class_dn_1: 0.0662 loss_bbox_dn_1: 0.154 loss_giou_dn_1: 0.3894 loss_class_dn_2: 0.05366 loss_bbox_dn_2: 0.1354 loss_giou_dn_2: 0.3582 loss_class_dn_3: 0.04837 loss_bbox_dn_3: 0.1309 loss_giou_dn_3: 0.3496 loss_class_dn_4: 0.04617 loss_bbox_dn_4: 0.1302 loss_giou_dn_4: 0.3474 time: 1.1162 data_time: 0.1090 lr: 0.0001 max_mem: 43695M [05/20 21:09:18 d2.utils.events]: eta: 1 day, 17:35:07 iter: 89549 total_loss: 8.681 loss_class: 0.2391 loss_bbox: 0.09952 loss_giou: 0.3646 loss_class_0: 0.2685 loss_bbox_0: 0.1118 loss_giou_0: 0.385 loss_class_1: 0.2579 loss_bbox_1: 0.1053 loss_giou_1: 0.3764 loss_class_2: 0.2453 loss_bbox_2: 0.1013 loss_giou_2: 0.3679 loss_class_3: 0.2428 loss_bbox_3: 0.09938 loss_giou_3: 0.3659 loss_class_4: 0.2414 loss_bbox_4: 0.09931 loss_giou_4: 0.3636 loss_class_enc: 0.2836 loss_bbox_enc: 0.124 loss_giou_enc: 0.4094 loss_class_dn: 0.04421 loss_bbox_dn: 0.1248 loss_giou_dn: 0.3433 loss_class_dn_0: 0.09587 loss_bbox_dn_0: 0.209 loss_giou_dn_0: 0.4926 loss_class_dn_1: 0.06499 loss_bbox_dn_1: 0.1468 loss_giou_dn_1: 0.3859 loss_class_dn_2: 0.05185 loss_bbox_dn_2: 0.1294 loss_giou_dn_2: 0.3551 loss_class_dn_3: 0.04805 loss_bbox_dn_3: 0.1255 loss_giou_dn_3: 0.3463 loss_class_dn_4: 0.04555 loss_bbox_dn_4: 0.1247 loss_giou_dn_4: 0.3432 time: 1.1162 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/20 21:10:14 d2.utils.events]: eta: 1 day, 17:35:05 iter: 89599 total_loss: 8.837 loss_class: 0.2379 loss_bbox: 0.1048 loss_giou: 0.3606 loss_class_0: 0.268 loss_bbox_0: 0.1143 loss_giou_0: 0.3817 loss_class_1: 0.254 loss_bbox_1: 0.1119 loss_giou_1: 0.3708 loss_class_2: 0.2445 loss_bbox_2: 0.1076 loss_giou_2: 0.3651 loss_class_3: 0.2418 loss_bbox_3: 0.1074 loss_giou_3: 0.3621 loss_class_4: 0.2394 loss_bbox_4: 0.105 loss_giou_4: 0.3605 loss_class_enc: 0.2814 loss_bbox_enc: 0.1244 loss_giou_enc: 0.4061 loss_class_dn: 0.04612 loss_bbox_dn: 0.1263 loss_giou_dn: 0.3493 loss_class_dn_0: 0.1023 loss_bbox_dn_0: 0.212 loss_giou_dn_0: 0.502 loss_class_dn_1: 0.07075 loss_bbox_dn_1: 0.151 loss_giou_dn_1: 0.3914 loss_class_dn_2: 0.05683 loss_bbox_dn_2: 0.1313 loss_giou_dn_2: 0.3604 loss_class_dn_3: 0.05149 loss_bbox_dn_3: 0.1268 loss_giou_dn_3: 0.3511 loss_class_dn_4: 0.04728 loss_bbox_dn_4: 0.1263 loss_giou_dn_4: 0.3492 time: 1.1162 data_time: 0.0975 lr: 0.0001 max_mem: 43695M [05/20 21:11:12 d2.utils.events]: eta: 1 day, 17:33:15 iter: 89649 total_loss: 8.721 loss_class: 0.2335 loss_bbox: 0.1103 loss_giou: 0.3574 loss_class_0: 0.2619 loss_bbox_0: 0.1187 loss_giou_0: 0.3805 loss_class_1: 0.248 loss_bbox_1: 0.1155 loss_giou_1: 0.3663 loss_class_2: 0.2392 loss_bbox_2: 0.1113 loss_giou_2: 0.3605 loss_class_3: 0.238 loss_bbox_3: 0.1112 loss_giou_3: 0.3601 loss_class_4: 0.2352 loss_bbox_4: 0.1102 loss_giou_4: 0.3572 loss_class_enc: 0.2724 loss_bbox_enc: 0.1336 loss_giou_enc: 0.4097 loss_class_dn: 0.04282 loss_bbox_dn: 0.1388 loss_giou_dn: 0.3401 loss_class_dn_0: 0.09453 loss_bbox_dn_0: 0.2192 loss_giou_dn_0: 0.4883 loss_class_dn_1: 0.06336 loss_bbox_dn_1: 0.1604 loss_giou_dn_1: 0.3815 loss_class_dn_2: 0.05229 loss_bbox_dn_2: 0.1427 loss_giou_dn_2: 0.3518 loss_class_dn_3: 0.04777 loss_bbox_dn_3: 0.1388 loss_giou_dn_3: 0.3423 loss_class_dn_4: 0.04378 loss_bbox_dn_4: 0.1388 loss_giou_dn_4: 0.34 time: 1.1162 data_time: 0.1025 lr: 0.0001 max_mem: 43695M [05/20 21:12:08 d2.utils.events]: eta: 1 day, 17:32:33 iter: 89699 total_loss: 8.844 loss_class: 0.238 loss_bbox: 0.105 loss_giou: 0.3694 loss_class_0: 0.2681 loss_bbox_0: 0.1157 loss_giou_0: 0.3878 loss_class_1: 0.2511 loss_bbox_1: 0.1117 loss_giou_1: 0.382 loss_class_2: 0.2436 loss_bbox_2: 0.1087 loss_giou_2: 0.3761 loss_class_3: 0.2432 loss_bbox_3: 0.1066 loss_giou_3: 0.3725 loss_class_4: 0.2383 loss_bbox_4: 0.1055 loss_giou_4: 0.3702 loss_class_enc: 0.2802 loss_bbox_enc: 0.1284 loss_giou_enc: 0.4125 loss_class_dn: 0.04678 loss_bbox_dn: 0.1368 loss_giou_dn: 0.3498 loss_class_dn_0: 0.09974 loss_bbox_dn_0: 0.2156 loss_giou_dn_0: 0.4975 loss_class_dn_1: 0.06839 loss_bbox_dn_1: 0.1603 loss_giou_dn_1: 0.3929 loss_class_dn_2: 0.05396 loss_bbox_dn_2: 0.1425 loss_giou_dn_2: 0.361 loss_class_dn_3: 0.04887 loss_bbox_dn_3: 0.1381 loss_giou_dn_3: 0.3517 loss_class_dn_4: 0.04613 loss_bbox_dn_4: 0.1371 loss_giou_dn_4: 0.3497 time: 1.1162 data_time: 0.1028 lr: 0.0001 max_mem: 43695M [05/20 21:13:04 d2.utils.events]: eta: 1 day, 17:30:55 iter: 89749 total_loss: 8.627 loss_class: 0.2343 loss_bbox: 0.1022 loss_giou: 0.3515 loss_class_0: 0.2643 loss_bbox_0: 0.1163 loss_giou_0: 0.3738 loss_class_1: 0.2495 loss_bbox_1: 0.1089 loss_giou_1: 0.3629 loss_class_2: 0.2401 loss_bbox_2: 0.1045 loss_giou_2: 0.3565 loss_class_3: 0.2377 loss_bbox_3: 0.1041 loss_giou_3: 0.3548 loss_class_4: 0.235 loss_bbox_4: 0.1026 loss_giou_4: 0.3512 loss_class_enc: 0.2753 loss_bbox_enc: 0.1274 loss_giou_enc: 0.3977 loss_class_dn: 0.04562 loss_bbox_dn: 0.1345 loss_giou_dn: 0.3371 loss_class_dn_0: 0.09693 loss_bbox_dn_0: 0.22 loss_giou_dn_0: 0.4904 loss_class_dn_1: 0.0657 loss_bbox_dn_1: 0.1591 loss_giou_dn_1: 0.3772 loss_class_dn_2: 0.05324 loss_bbox_dn_2: 0.139 loss_giou_dn_2: 0.3481 loss_class_dn_3: 0.04953 loss_bbox_dn_3: 0.136 loss_giou_dn_3: 0.3386 loss_class_dn_4: 0.04666 loss_bbox_dn_4: 0.1345 loss_giou_dn_4: 0.3371 time: 1.1162 data_time: 0.1069 lr: 0.0001 max_mem: 43695M [05/20 21:14:02 d2.utils.events]: eta: 1 day, 17:29:58 iter: 89799 total_loss: 8.761 loss_class: 0.2372 loss_bbox: 0.1083 loss_giou: 0.3662 loss_class_0: 0.2652 loss_bbox_0: 0.1197 loss_giou_0: 0.3898 loss_class_1: 0.2513 loss_bbox_1: 0.1143 loss_giou_1: 0.3762 loss_class_2: 0.2434 loss_bbox_2: 0.111 loss_giou_2: 0.373 loss_class_3: 0.2413 loss_bbox_3: 0.1084 loss_giou_3: 0.3658 loss_class_4: 0.2379 loss_bbox_4: 0.1081 loss_giou_4: 0.3672 loss_class_enc: 0.2782 loss_bbox_enc: 0.1292 loss_giou_enc: 0.4148 loss_class_dn: 0.04616 loss_bbox_dn: 0.1326 loss_giou_dn: 0.341 loss_class_dn_0: 0.1 loss_bbox_dn_0: 0.216 loss_giou_dn_0: 0.4878 loss_class_dn_1: 0.06967 loss_bbox_dn_1: 0.1566 loss_giou_dn_1: 0.3831 loss_class_dn_2: 0.05643 loss_bbox_dn_2: 0.1384 loss_giou_dn_2: 0.3519 loss_class_dn_3: 0.05121 loss_bbox_dn_3: 0.1342 loss_giou_dn_3: 0.3435 loss_class_dn_4: 0.04747 loss_bbox_dn_4: 0.1327 loss_giou_dn_4: 0.3411 time: 1.1162 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/20 21:14:58 d2.utils.events]: eta: 1 day, 17:28:33 iter: 89849 total_loss: 8.829 loss_class: 0.2385 loss_bbox: 0.1085 loss_giou: 0.3749 loss_class_0: 0.2698 loss_bbox_0: 0.1175 loss_giou_0: 0.3926 loss_class_1: 0.2557 loss_bbox_1: 0.1118 loss_giou_1: 0.3804 loss_class_2: 0.2429 loss_bbox_2: 0.1099 loss_giou_2: 0.3793 loss_class_3: 0.2403 loss_bbox_3: 0.1087 loss_giou_3: 0.3762 loss_class_4: 0.239 loss_bbox_4: 0.1087 loss_giou_4: 0.374 loss_class_enc: 0.2838 loss_bbox_enc: 0.1282 loss_giou_enc: 0.4164 loss_class_dn: 0.04591 loss_bbox_dn: 0.1352 loss_giou_dn: 0.3495 loss_class_dn_0: 0.09876 loss_bbox_dn_0: 0.2183 loss_giou_dn_0: 0.5005 loss_class_dn_1: 0.06869 loss_bbox_dn_1: 0.1612 loss_giou_dn_1: 0.3912 loss_class_dn_2: 0.05551 loss_bbox_dn_2: 0.1414 loss_giou_dn_2: 0.3601 loss_class_dn_3: 0.05155 loss_bbox_dn_3: 0.1364 loss_giou_dn_3: 0.3515 loss_class_dn_4: 0.04711 loss_bbox_dn_4: 0.1352 loss_giou_dn_4: 0.3492 time: 1.1162 data_time: 0.0993 lr: 0.0001 max_mem: 43695M [05/20 21:15:54 d2.utils.events]: eta: 1 day, 17:28:04 iter: 89899 total_loss: 8.784 loss_class: 0.2329 loss_bbox: 0.1088 loss_giou: 0.3691 loss_class_0: 0.2657 loss_bbox_0: 0.1205 loss_giou_0: 0.3937 loss_class_1: 0.2486 loss_bbox_1: 0.1158 loss_giou_1: 0.382 loss_class_2: 0.2413 loss_bbox_2: 0.1123 loss_giou_2: 0.3748 loss_class_3: 0.2376 loss_bbox_3: 0.1089 loss_giou_3: 0.3707 loss_class_4: 0.2341 loss_bbox_4: 0.1087 loss_giou_4: 0.3699 loss_class_enc: 0.2794 loss_bbox_enc: 0.1312 loss_giou_enc: 0.4179 loss_class_dn: 0.04316 loss_bbox_dn: 0.1362 loss_giou_dn: 0.3506 loss_class_dn_0: 0.09567 loss_bbox_dn_0: 0.2136 loss_giou_dn_0: 0.5001 loss_class_dn_1: 0.06553 loss_bbox_dn_1: 0.1572 loss_giou_dn_1: 0.3926 loss_class_dn_2: 0.05333 loss_bbox_dn_2: 0.1416 loss_giou_dn_2: 0.3605 loss_class_dn_3: 0.04801 loss_bbox_dn_3: 0.137 loss_giou_dn_3: 0.3518 loss_class_dn_4: 0.04382 loss_bbox_dn_4: 0.1362 loss_giou_dn_4: 0.3505 time: 1.1162 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/20 21:16:50 d2.utils.events]: eta: 1 day, 17:27:43 iter: 89949 total_loss: 8.576 loss_class: 0.2324 loss_bbox: 0.1038 loss_giou: 0.3509 loss_class_0: 0.2633 loss_bbox_0: 0.1161 loss_giou_0: 0.3768 loss_class_1: 0.2493 loss_bbox_1: 0.1098 loss_giou_1: 0.3637 loss_class_2: 0.2405 loss_bbox_2: 0.106 loss_giou_2: 0.3595 loss_class_3: 0.2387 loss_bbox_3: 0.1038 loss_giou_3: 0.3547 loss_class_4: 0.2331 loss_bbox_4: 0.1047 loss_giou_4: 0.3538 loss_class_enc: 0.2794 loss_bbox_enc: 0.1273 loss_giou_enc: 0.406 loss_class_dn: 0.04386 loss_bbox_dn: 0.1333 loss_giou_dn: 0.3365 loss_class_dn_0: 0.09421 loss_bbox_dn_0: 0.2166 loss_giou_dn_0: 0.4872 loss_class_dn_1: 0.06488 loss_bbox_dn_1: 0.1591 loss_giou_dn_1: 0.3782 loss_class_dn_2: 0.05324 loss_bbox_dn_2: 0.1395 loss_giou_dn_2: 0.3462 loss_class_dn_3: 0.04794 loss_bbox_dn_3: 0.1344 loss_giou_dn_3: 0.3377 loss_class_dn_4: 0.04464 loss_bbox_dn_4: 0.1332 loss_giou_dn_4: 0.3366 time: 1.1162 data_time: 0.0956 lr: 0.0001 max_mem: 43695M [05/20 21:17:46 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0089999.pth [05/20 21:18:00 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/20 21:18:17 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/20 21:18:21 d2.data.common]: Serialized dataset takes 894.47 MiB [05/20 21:18:22 d2.evaluation.evaluator]: Start inference on 313 batches [05/20 21:19:19 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0038 s/iter. Inference: 0.0682 s/iter. Eval: 0.0004 s/iter. Total: 0.0725 s/iter. ETA=0:00:21 [05/20 21:19:24 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0053 s/iter. Inference: 0.0653 s/iter. Eval: 0.0004 s/iter. Total: 0.0711 s/iter. ETA=0:00:16 [05/20 21:19:29 d2.evaluation.evaluator]: Inference done 145/313. Dataloading: 0.0052 s/iter. Inference: 0.0691 s/iter. Eval: 0.0004 s/iter. Total: 0.0749 s/iter. ETA=0:00:12 [05/20 21:19:34 d2.evaluation.evaluator]: Inference done 216/313. Dataloading: 0.0052 s/iter. Inference: 0.0676 s/iter. Eval: 0.0004 s/iter. Total: 0.0734 s/iter. ETA=0:00:07 [05/20 21:19:39 d2.evaluation.evaluator]: Inference done 288/313. Dataloading: 0.0051 s/iter. Inference: 0.0667 s/iter. Eval: 0.0004 s/iter. Total: 0.0724 s/iter. ETA=0:00:01 [05/20 21:19:41 d2.evaluation.evaluator]: Total inference time: 0:00:22.916413 (0.074404 s / iter per device, on 16 devices) [05/20 21:19:41 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.066471 s / iter per device, on 16 devices) [05/20 21:19:56 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/20 21:19:56 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/20 21:20:04 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=7.42s) creating index... index created! [05/20 21:20:12 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/20 21:20:33 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.10 seconds. [05/20 21:20:33 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/20 21:20:36 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.06 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.614 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.495 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.717 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.868 [05/20 21:20:36 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 45.397 | 61.353 | 49.509 | 32.562 | 48.843 | 57.881 | [05/20 21:20:36 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 61.228 | bicycle | 36.527 | car | 49.334 | | motorcycle | 44.181 | airplane | 76.122 | bus | 72.128 | | train | 71.238 | truck | 34.060 | boat | 31.880 | | traffic light | 30.665 | fire hydrant | 73.568 | stop sign | 57.454 | | parking meter | 20.036 | bench | 32.539 | bird | 44.576 | | cat | 76.206 | dog | 69.664 | horse | 65.491 | | sheep | 47.255 | cow | 65.451 | elephant | 71.743 | | bear | 73.347 | zebra | 71.752 | giraffe | 74.820 | | backpack | 18.114 | umbrella | 45.489 | handbag | 17.062 | | tie | 42.752 | suitcase | 37.845 | frisbee | 73.993 | | skis | 30.100 | snowboard | 48.580 | sports ball | 31.641 | | kite | 40.559 | baseball bat | 38.927 | baseball glove | 47.131 | | skateboard | 56.024 | surfboard | 46.684 | tennis racket | 52.601 | | bottle | 42.380 | wine glass | 45.775 | cup | 52.631 | | fork | 46.699 | knife | 23.858 | spoon | 24.184 | | bowl | 48.327 | banana | 24.459 | apple | 18.853 | | sandwich | 34.815 | orange | 30.729 | broccoli | 21.760 | | carrot | 17.698 | hot dog | 29.823 | pizza | 60.127 | | donut | 49.502 | cake | 45.283 | chair | 36.169 | | couch | 49.395 | potted plant | 28.864 | bed | 42.022 | | dining table | 29.552 | toilet | 63.460 | tv | 62.443 | | laptop | 72.697 | mouse | 68.411 | remote | 27.338 | | keyboard | 53.101 | cell phone | 46.158 | microwave | 69.092 | | oven | 15.893 | toaster | 45.502 | sink | 36.642 | | refrigerator | 62.682 | book | 9.834 | clock | 48.640 | | vase | 31.742 | scissors | 33.628 | teddy bear | 53.808 | | hair drier | 12.906 | toothbrush | 36.081 | | | [05/20 21:20:38 d2.evaluation.testing]: copypaste: Task: bbox [05/20 21:20:38 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/20 21:20:38 d2.evaluation.testing]: copypaste: 45.3966,61.3528,49.5086,32.5622,48.8426,57.8806 [05/20 21:20:38 d2.utils.events]: eta: 1 day, 17:26:24 iter: 89999 total_loss: 8.724 loss_class: 0.2385 loss_bbox: 0.1083 loss_giou: 0.3598 loss_class_0: 0.2665 loss_bbox_0: 0.1193 loss_giou_0: 0.3848 loss_class_1: 0.2519 loss_bbox_1: 0.1133 loss_giou_1: 0.3737 loss_class_2: 0.2449 loss_bbox_2: 0.1092 loss_giou_2: 0.3651 loss_class_3: 0.2412 loss_bbox_3: 0.1086 loss_giou_3: 0.3625 loss_class_4: 0.2399 loss_bbox_4: 0.1087 loss_giou_4: 0.3598 loss_class_enc: 0.2809 loss_bbox_enc: 0.1311 loss_giou_enc: 0.4091 loss_class_dn: 0.04631 loss_bbox_dn: 0.134 loss_giou_dn: 0.3417 loss_class_dn_0: 0.1014 loss_bbox_dn_0: 0.2201 loss_giou_dn_0: 0.4983 loss_class_dn_1: 0.06913 loss_bbox_dn_1: 0.1611 loss_giou_dn_1: 0.3891 loss_class_dn_2: 0.05539 loss_bbox_dn_2: 0.1387 loss_giou_dn_2: 0.3547 loss_class_dn_3: 0.05132 loss_bbox_dn_3: 0.1345 loss_giou_dn_3: 0.3443 loss_class_dn_4: 0.04725 loss_bbox_dn_4: 0.1342 loss_giou_dn_4: 0.3417 time: 1.1162 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/20 21:21:34 d2.utils.events]: eta: 1 day, 17:26:02 iter: 90049 total_loss: 8.908 loss_class: 0.2416 loss_bbox: 0.1068 loss_giou: 0.3679 loss_class_0: 0.2718 loss_bbox_0: 0.1183 loss_giou_0: 0.3873 loss_class_1: 0.2585 loss_bbox_1: 0.1113 loss_giou_1: 0.3787 loss_class_2: 0.2465 loss_bbox_2: 0.1094 loss_giou_2: 0.3719 loss_class_3: 0.2452 loss_bbox_3: 0.1081 loss_giou_3: 0.3704 loss_class_4: 0.2426 loss_bbox_4: 0.1067 loss_giou_4: 0.367 loss_class_enc: 0.285 loss_bbox_enc: 0.129 loss_giou_enc: 0.4107 loss_class_dn: 0.04676 loss_bbox_dn: 0.1421 loss_giou_dn: 0.3494 loss_class_dn_0: 0.09852 loss_bbox_dn_0: 0.2204 loss_giou_dn_0: 0.4962 loss_class_dn_1: 0.06908 loss_bbox_dn_1: 0.1651 loss_giou_dn_1: 0.3924 loss_class_dn_2: 0.05671 loss_bbox_dn_2: 0.1467 loss_giou_dn_2: 0.3625 loss_class_dn_3: 0.05123 loss_bbox_dn_3: 0.1434 loss_giou_dn_3: 0.352 loss_class_dn_4: 0.04821 loss_bbox_dn_4: 0.1421 loss_giou_dn_4: 0.3494 time: 1.1162 data_time: 0.1025 lr: 0.0001 max_mem: 43695M [05/20 21:22:31 d2.utils.events]: eta: 1 day, 17:25:44 iter: 90099 total_loss: 8.705 loss_class: 0.2401 loss_bbox: 0.1076 loss_giou: 0.366 loss_class_0: 0.2676 loss_bbox_0: 0.1196 loss_giou_0: 0.3894 loss_class_1: 0.254 loss_bbox_1: 0.1118 loss_giou_1: 0.3789 loss_class_2: 0.2452 loss_bbox_2: 0.1103 loss_giou_2: 0.3742 loss_class_3: 0.2436 loss_bbox_3: 0.1076 loss_giou_3: 0.3695 loss_class_4: 0.2393 loss_bbox_4: 0.1073 loss_giou_4: 0.3658 loss_class_enc: 0.2822 loss_bbox_enc: 0.1338 loss_giou_enc: 0.4217 loss_class_dn: 0.04335 loss_bbox_dn: 0.133 loss_giou_dn: 0.3455 loss_class_dn_0: 0.0971 loss_bbox_dn_0: 0.2162 loss_giou_dn_0: 0.4995 loss_class_dn_1: 0.06646 loss_bbox_dn_1: 0.1555 loss_giou_dn_1: 0.3895 loss_class_dn_2: 0.05266 loss_bbox_dn_2: 0.1384 loss_giou_dn_2: 0.3577 loss_class_dn_3: 0.04807 loss_bbox_dn_3: 0.1344 loss_giou_dn_3: 0.3479 loss_class_dn_4: 0.04437 loss_bbox_dn_4: 0.1331 loss_giou_dn_4: 0.3454 time: 1.1162 data_time: 0.0965 lr: 0.0001 max_mem: 43695M [05/20 21:23:28 d2.utils.events]: eta: 1 day, 17:26:38 iter: 90149 total_loss: 8.749 loss_class: 0.2329 loss_bbox: 0.1074 loss_giou: 0.367 loss_class_0: 0.264 loss_bbox_0: 0.1176 loss_giou_0: 0.3874 loss_class_1: 0.2489 loss_bbox_1: 0.1117 loss_giou_1: 0.3777 loss_class_2: 0.2418 loss_bbox_2: 0.1099 loss_giou_2: 0.3698 loss_class_3: 0.2376 loss_bbox_3: 0.1087 loss_giou_3: 0.3679 loss_class_4: 0.2347 loss_bbox_4: 0.1077 loss_giou_4: 0.3673 loss_class_enc: 0.2763 loss_bbox_enc: 0.1302 loss_giou_enc: 0.4092 loss_class_dn: 0.04533 loss_bbox_dn: 0.1316 loss_giou_dn: 0.3438 loss_class_dn_0: 0.09947 loss_bbox_dn_0: 0.2164 loss_giou_dn_0: 0.5048 loss_class_dn_1: 0.06845 loss_bbox_dn_1: 0.1568 loss_giou_dn_1: 0.3901 loss_class_dn_2: 0.05556 loss_bbox_dn_2: 0.1377 loss_giou_dn_2: 0.3564 loss_class_dn_3: 0.05022 loss_bbox_dn_3: 0.133 loss_giou_dn_3: 0.3459 loss_class_dn_4: 0.04656 loss_bbox_dn_4: 0.1315 loss_giou_dn_4: 0.3436 time: 1.1162 data_time: 0.0993 lr: 0.0001 max_mem: 43695M [05/20 21:24:24 d2.utils.events]: eta: 1 day, 17:23:53 iter: 90199 total_loss: 8.719 loss_class: 0.2374 loss_bbox: 0.1075 loss_giou: 0.368 loss_class_0: 0.2637 loss_bbox_0: 0.1168 loss_giou_0: 0.391 loss_class_1: 0.2502 loss_bbox_1: 0.1108 loss_giou_1: 0.3831 loss_class_2: 0.2447 loss_bbox_2: 0.1086 loss_giou_2: 0.375 loss_class_3: 0.2418 loss_bbox_3: 0.1076 loss_giou_3: 0.3713 loss_class_4: 0.2376 loss_bbox_4: 0.1073 loss_giou_4: 0.3696 loss_class_enc: 0.2789 loss_bbox_enc: 0.127 loss_giou_enc: 0.4141 loss_class_dn: 0.0441 loss_bbox_dn: 0.1374 loss_giou_dn: 0.3456 loss_class_dn_0: 0.09873 loss_bbox_dn_0: 0.2153 loss_giou_dn_0: 0.4894 loss_class_dn_1: 0.0675 loss_bbox_dn_1: 0.1585 loss_giou_dn_1: 0.3835 loss_class_dn_2: 0.05352 loss_bbox_dn_2: 0.1424 loss_giou_dn_2: 0.3544 loss_class_dn_3: 0.04882 loss_bbox_dn_3: 0.1382 loss_giou_dn_3: 0.3476 loss_class_dn_4: 0.04489 loss_bbox_dn_4: 0.1373 loss_giou_dn_4: 0.3453 time: 1.1162 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/20 21:25:20 d2.utils.events]: eta: 1 day, 17:22:00 iter: 90249 total_loss: 8.868 loss_class: 0.2433 loss_bbox: 0.1055 loss_giou: 0.3684 loss_class_0: 0.2726 loss_bbox_0: 0.1186 loss_giou_0: 0.3886 loss_class_1: 0.2581 loss_bbox_1: 0.1114 loss_giou_1: 0.3782 loss_class_2: 0.2482 loss_bbox_2: 0.1088 loss_giou_2: 0.3713 loss_class_3: 0.2466 loss_bbox_3: 0.1065 loss_giou_3: 0.37 loss_class_4: 0.2444 loss_bbox_4: 0.1057 loss_giou_4: 0.367 loss_class_enc: 0.2865 loss_bbox_enc: 0.1287 loss_giou_enc: 0.4145 loss_class_dn: 0.04683 loss_bbox_dn: 0.1327 loss_giou_dn: 0.3472 loss_class_dn_0: 0.1011 loss_bbox_dn_0: 0.2181 loss_giou_dn_0: 0.503 loss_class_dn_1: 0.07131 loss_bbox_dn_1: 0.1566 loss_giou_dn_1: 0.3932 loss_class_dn_2: 0.05681 loss_bbox_dn_2: 0.1383 loss_giou_dn_2: 0.3601 loss_class_dn_3: 0.05028 loss_bbox_dn_3: 0.1336 loss_giou_dn_3: 0.3498 loss_class_dn_4: 0.04757 loss_bbox_dn_4: 0.1326 loss_giou_dn_4: 0.3471 time: 1.1162 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/20 21:26:16 d2.utils.events]: eta: 1 day, 17:21:16 iter: 90299 total_loss: 8.611 loss_class: 0.2359 loss_bbox: 0.1056 loss_giou: 0.3611 loss_class_0: 0.2656 loss_bbox_0: 0.1171 loss_giou_0: 0.3838 loss_class_1: 0.2503 loss_bbox_1: 0.1099 loss_giou_1: 0.3716 loss_class_2: 0.2433 loss_bbox_2: 0.1069 loss_giou_2: 0.3631 loss_class_3: 0.2372 loss_bbox_3: 0.106 loss_giou_3: 0.361 loss_class_4: 0.2361 loss_bbox_4: 0.1057 loss_giou_4: 0.3614 loss_class_enc: 0.2816 loss_bbox_enc: 0.1252 loss_giou_enc: 0.4007 loss_class_dn: 0.04291 loss_bbox_dn: 0.129 loss_giou_dn: 0.3415 loss_class_dn_0: 0.09761 loss_bbox_dn_0: 0.21 loss_giou_dn_0: 0.4893 loss_class_dn_1: 0.06556 loss_bbox_dn_1: 0.1501 loss_giou_dn_1: 0.384 loss_class_dn_2: 0.05367 loss_bbox_dn_2: 0.1349 loss_giou_dn_2: 0.3528 loss_class_dn_3: 0.04793 loss_bbox_dn_3: 0.1303 loss_giou_dn_3: 0.3438 loss_class_dn_4: 0.04359 loss_bbox_dn_4: 0.129 loss_giou_dn_4: 0.3415 time: 1.1162 data_time: 0.0959 lr: 0.0001 max_mem: 43695M [05/20 21:27:12 d2.utils.events]: eta: 1 day, 17:21:00 iter: 90349 total_loss: 8.764 loss_class: 0.2308 loss_bbox: 0.1053 loss_giou: 0.3656 loss_class_0: 0.2594 loss_bbox_0: 0.118 loss_giou_0: 0.3886 loss_class_1: 0.2429 loss_bbox_1: 0.1116 loss_giou_1: 0.3758 loss_class_2: 0.2359 loss_bbox_2: 0.1076 loss_giou_2: 0.3711 loss_class_3: 0.2338 loss_bbox_3: 0.1063 loss_giou_3: 0.366 loss_class_4: 0.2317 loss_bbox_4: 0.1057 loss_giou_4: 0.3649 loss_class_enc: 0.2762 loss_bbox_enc: 0.1297 loss_giou_enc: 0.4127 loss_class_dn: 0.04587 loss_bbox_dn: 0.1318 loss_giou_dn: 0.3469 loss_class_dn_0: 0.09838 loss_bbox_dn_0: 0.2145 loss_giou_dn_0: 0.4934 loss_class_dn_1: 0.06947 loss_bbox_dn_1: 0.1541 loss_giou_dn_1: 0.3871 loss_class_dn_2: 0.05742 loss_bbox_dn_2: 0.1368 loss_giou_dn_2: 0.3565 loss_class_dn_3: 0.05211 loss_bbox_dn_3: 0.1332 loss_giou_dn_3: 0.3487 loss_class_dn_4: 0.04768 loss_bbox_dn_4: 0.1319 loss_giou_dn_4: 0.3467 time: 1.1162 data_time: 0.1086 lr: 0.0001 max_mem: 43695M [05/20 21:28:08 d2.utils.events]: eta: 1 day, 17:20:43 iter: 90399 total_loss: 8.733 loss_class: 0.2349 loss_bbox: 0.1069 loss_giou: 0.3701 loss_class_0: 0.2622 loss_bbox_0: 0.1182 loss_giou_0: 0.3854 loss_class_1: 0.2485 loss_bbox_1: 0.1119 loss_giou_1: 0.3779 loss_class_2: 0.2424 loss_bbox_2: 0.1085 loss_giou_2: 0.3715 loss_class_3: 0.2393 loss_bbox_3: 0.1075 loss_giou_3: 0.3723 loss_class_4: 0.2367 loss_bbox_4: 0.1065 loss_giou_4: 0.3697 loss_class_enc: 0.2798 loss_bbox_enc: 0.1257 loss_giou_enc: 0.4082 loss_class_dn: 0.04512 loss_bbox_dn: 0.1354 loss_giou_dn: 0.3483 loss_class_dn_0: 0.09932 loss_bbox_dn_0: 0.217 loss_giou_dn_0: 0.4942 loss_class_dn_1: 0.06844 loss_bbox_dn_1: 0.1578 loss_giou_dn_1: 0.3916 loss_class_dn_2: 0.05608 loss_bbox_dn_2: 0.1405 loss_giou_dn_2: 0.3608 loss_class_dn_3: 0.05073 loss_bbox_dn_3: 0.1363 loss_giou_dn_3: 0.351 loss_class_dn_4: 0.04634 loss_bbox_dn_4: 0.1352 loss_giou_dn_4: 0.3482 time: 1.1162 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/20 21:29:06 d2.utils.events]: eta: 1 day, 17:21:27 iter: 90449 total_loss: 8.943 loss_class: 0.2463 loss_bbox: 0.1049 loss_giou: 0.3769 loss_class_0: 0.2729 loss_bbox_0: 0.1165 loss_giou_0: 0.3975 loss_class_1: 0.261 loss_bbox_1: 0.1119 loss_giou_1: 0.385 loss_class_2: 0.2531 loss_bbox_2: 0.1079 loss_giou_2: 0.3792 loss_class_3: 0.2504 loss_bbox_3: 0.105 loss_giou_3: 0.378 loss_class_4: 0.2468 loss_bbox_4: 0.1043 loss_giou_4: 0.3781 loss_class_enc: 0.2884 loss_bbox_enc: 0.1274 loss_giou_enc: 0.4278 loss_class_dn: 0.04629 loss_bbox_dn: 0.1391 loss_giou_dn: 0.3562 loss_class_dn_0: 0.1002 loss_bbox_dn_0: 0.2221 loss_giou_dn_0: 0.5058 loss_class_dn_1: 0.06797 loss_bbox_dn_1: 0.159 loss_giou_dn_1: 0.3991 loss_class_dn_2: 0.05505 loss_bbox_dn_2: 0.1426 loss_giou_dn_2: 0.3675 loss_class_dn_3: 0.05043 loss_bbox_dn_3: 0.1399 loss_giou_dn_3: 0.3588 loss_class_dn_4: 0.04696 loss_bbox_dn_4: 0.1392 loss_giou_dn_4: 0.3562 time: 1.1162 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/20 21:30:02 d2.utils.events]: eta: 1 day, 17:20:55 iter: 90499 total_loss: 8.621 loss_class: 0.2344 loss_bbox: 0.1037 loss_giou: 0.3697 loss_class_0: 0.2654 loss_bbox_0: 0.1151 loss_giou_0: 0.3955 loss_class_1: 0.2476 loss_bbox_1: 0.1092 loss_giou_1: 0.3858 loss_class_2: 0.2382 loss_bbox_2: 0.107 loss_giou_2: 0.3782 loss_class_3: 0.238 loss_bbox_3: 0.1049 loss_giou_3: 0.3741 loss_class_4: 0.2354 loss_bbox_4: 0.1042 loss_giou_4: 0.3706 loss_class_enc: 0.2756 loss_bbox_enc: 0.1289 loss_giou_enc: 0.4198 loss_class_dn: 0.04457 loss_bbox_dn: 0.1282 loss_giou_dn: 0.3516 loss_class_dn_0: 0.0954 loss_bbox_dn_0: 0.2131 loss_giou_dn_0: 0.4961 loss_class_dn_1: 0.06524 loss_bbox_dn_1: 0.1519 loss_giou_dn_1: 0.3941 loss_class_dn_2: 0.05434 loss_bbox_dn_2: 0.134 loss_giou_dn_2: 0.3613 loss_class_dn_3: 0.04976 loss_bbox_dn_3: 0.1295 loss_giou_dn_3: 0.3537 loss_class_dn_4: 0.04552 loss_bbox_dn_4: 0.1281 loss_giou_dn_4: 0.3515 time: 1.1162 data_time: 0.1006 lr: 0.0001 max_mem: 43695M [05/20 21:30:58 d2.utils.events]: eta: 1 day, 17:19:07 iter: 90549 total_loss: 8.826 loss_class: 0.2399 loss_bbox: 0.1075 loss_giou: 0.3811 loss_class_0: 0.2651 loss_bbox_0: 0.1178 loss_giou_0: 0.4029 loss_class_1: 0.2515 loss_bbox_1: 0.1137 loss_giou_1: 0.3923 loss_class_2: 0.2442 loss_bbox_2: 0.1085 loss_giou_2: 0.3871 loss_class_3: 0.2429 loss_bbox_3: 0.1066 loss_giou_3: 0.3814 loss_class_4: 0.2398 loss_bbox_4: 0.1075 loss_giou_4: 0.3801 loss_class_enc: 0.2804 loss_bbox_enc: 0.1301 loss_giou_enc: 0.4315 loss_class_dn: 0.04538 loss_bbox_dn: 0.1331 loss_giou_dn: 0.3569 loss_class_dn_0: 0.09725 loss_bbox_dn_0: 0.211 loss_giou_dn_0: 0.5063 loss_class_dn_1: 0.06597 loss_bbox_dn_1: 0.1579 loss_giou_dn_1: 0.4004 loss_class_dn_2: 0.05418 loss_bbox_dn_2: 0.1386 loss_giou_dn_2: 0.3685 loss_class_dn_3: 0.04959 loss_bbox_dn_3: 0.1343 loss_giou_dn_3: 0.3595 loss_class_dn_4: 0.04675 loss_bbox_dn_4: 0.1332 loss_giou_dn_4: 0.3567 time: 1.1162 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/20 21:31:55 d2.utils.events]: eta: 1 day, 17:15:42 iter: 90599 total_loss: 8.693 loss_class: 0.2303 loss_bbox: 0.1021 loss_giou: 0.3615 loss_class_0: 0.263 loss_bbox_0: 0.1107 loss_giou_0: 0.3834 loss_class_1: 0.2462 loss_bbox_1: 0.1079 loss_giou_1: 0.3759 loss_class_2: 0.237 loss_bbox_2: 0.1047 loss_giou_2: 0.3656 loss_class_3: 0.2353 loss_bbox_3: 0.1029 loss_giou_3: 0.3638 loss_class_4: 0.2315 loss_bbox_4: 0.1023 loss_giou_4: 0.3629 loss_class_enc: 0.2756 loss_bbox_enc: 0.1266 loss_giou_enc: 0.4067 loss_class_dn: 0.04411 loss_bbox_dn: 0.1351 loss_giou_dn: 0.3379 loss_class_dn_0: 0.09618 loss_bbox_dn_0: 0.2197 loss_giou_dn_0: 0.4848 loss_class_dn_1: 0.06583 loss_bbox_dn_1: 0.159 loss_giou_dn_1: 0.3801 loss_class_dn_2: 0.05411 loss_bbox_dn_2: 0.14 loss_giou_dn_2: 0.3479 loss_class_dn_3: 0.05 loss_bbox_dn_3: 0.1365 loss_giou_dn_3: 0.3398 loss_class_dn_4: 0.04503 loss_bbox_dn_4: 0.1353 loss_giou_dn_4: 0.3379 time: 1.1162 data_time: 0.0949 lr: 0.0001 max_mem: 43695M [05/20 21:32:51 d2.utils.events]: eta: 1 day, 17:13:28 iter: 90649 total_loss: 8.85 loss_class: 0.2433 loss_bbox: 0.107 loss_giou: 0.3741 loss_class_0: 0.2711 loss_bbox_0: 0.1182 loss_giou_0: 0.3965 loss_class_1: 0.2567 loss_bbox_1: 0.1125 loss_giou_1: 0.3846 loss_class_2: 0.2488 loss_bbox_2: 0.1079 loss_giou_2: 0.3771 loss_class_3: 0.248 loss_bbox_3: 0.1078 loss_giou_3: 0.3744 loss_class_4: 0.2451 loss_bbox_4: 0.1073 loss_giou_4: 0.376 loss_class_enc: 0.2837 loss_bbox_enc: 0.1286 loss_giou_enc: 0.4189 loss_class_dn: 0.0466 loss_bbox_dn: 0.1398 loss_giou_dn: 0.3501 loss_class_dn_0: 0.1012 loss_bbox_dn_0: 0.2216 loss_giou_dn_0: 0.5023 loss_class_dn_1: 0.07004 loss_bbox_dn_1: 0.1626 loss_giou_dn_1: 0.3938 loss_class_dn_2: 0.05639 loss_bbox_dn_2: 0.1449 loss_giou_dn_2: 0.3637 loss_class_dn_3: 0.05171 loss_bbox_dn_3: 0.141 loss_giou_dn_3: 0.353 loss_class_dn_4: 0.04668 loss_bbox_dn_4: 0.1398 loss_giou_dn_4: 0.3499 time: 1.1162 data_time: 0.0962 lr: 0.0001 max_mem: 43695M [05/20 21:33:47 d2.utils.events]: eta: 1 day, 17:12:39 iter: 90699 total_loss: 8.763 loss_class: 0.2428 loss_bbox: 0.1067 loss_giou: 0.3604 loss_class_0: 0.2655 loss_bbox_0: 0.1182 loss_giou_0: 0.3821 loss_class_1: 0.2554 loss_bbox_1: 0.113 loss_giou_1: 0.3705 loss_class_2: 0.2467 loss_bbox_2: 0.1102 loss_giou_2: 0.3662 loss_class_3: 0.245 loss_bbox_3: 0.1077 loss_giou_3: 0.3618 loss_class_4: 0.2424 loss_bbox_4: 0.1065 loss_giou_4: 0.3609 loss_class_enc: 0.2815 loss_bbox_enc: 0.1289 loss_giou_enc: 0.4041 loss_class_dn: 0.04601 loss_bbox_dn: 0.1346 loss_giou_dn: 0.3453 loss_class_dn_0: 0.09975 loss_bbox_dn_0: 0.216 loss_giou_dn_0: 0.4978 loss_class_dn_1: 0.06931 loss_bbox_dn_1: 0.1579 loss_giou_dn_1: 0.3869 loss_class_dn_2: 0.05582 loss_bbox_dn_2: 0.1404 loss_giou_dn_2: 0.3565 loss_class_dn_3: 0.05006 loss_bbox_dn_3: 0.1362 loss_giou_dn_3: 0.347 loss_class_dn_4: 0.04706 loss_bbox_dn_4: 0.1347 loss_giou_dn_4: 0.345 time: 1.1162 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/20 21:34:44 d2.utils.events]: eta: 1 day, 17:12:54 iter: 90749 total_loss: 8.709 loss_class: 0.2396 loss_bbox: 0.1021 loss_giou: 0.3659 loss_class_0: 0.2638 loss_bbox_0: 0.1135 loss_giou_0: 0.3917 loss_class_1: 0.2527 loss_bbox_1: 0.1095 loss_giou_1: 0.3777 loss_class_2: 0.2453 loss_bbox_2: 0.1053 loss_giou_2: 0.3725 loss_class_3: 0.2428 loss_bbox_3: 0.1035 loss_giou_3: 0.3659 loss_class_4: 0.2401 loss_bbox_4: 0.1032 loss_giou_4: 0.3665 loss_class_enc: 0.2785 loss_bbox_enc: 0.1232 loss_giou_enc: 0.4128 loss_class_dn: 0.04535 loss_bbox_dn: 0.1309 loss_giou_dn: 0.35 loss_class_dn_0: 0.09606 loss_bbox_dn_0: 0.2113 loss_giou_dn_0: 0.4965 loss_class_dn_1: 0.06584 loss_bbox_dn_1: 0.1546 loss_giou_dn_1: 0.3923 loss_class_dn_2: 0.05387 loss_bbox_dn_2: 0.1379 loss_giou_dn_2: 0.3618 loss_class_dn_3: 0.04879 loss_bbox_dn_3: 0.133 loss_giou_dn_3: 0.3516 loss_class_dn_4: 0.04591 loss_bbox_dn_4: 0.1309 loss_giou_dn_4: 0.3498 time: 1.1162 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/20 21:35:41 d2.utils.events]: eta: 1 day, 17:11:45 iter: 90799 total_loss: 8.593 loss_class: 0.2279 loss_bbox: 0.09815 loss_giou: 0.3609 loss_class_0: 0.2597 loss_bbox_0: 0.1054 loss_giou_0: 0.3769 loss_class_1: 0.2437 loss_bbox_1: 0.1024 loss_giou_1: 0.3695 loss_class_2: 0.2358 loss_bbox_2: 0.09995 loss_giou_2: 0.3639 loss_class_3: 0.2317 loss_bbox_3: 0.09916 loss_giou_3: 0.3613 loss_class_4: 0.2296 loss_bbox_4: 0.09838 loss_giou_4: 0.3613 loss_class_enc: 0.2758 loss_bbox_enc: 0.1161 loss_giou_enc: 0.3935 loss_class_dn: 0.04407 loss_bbox_dn: 0.1275 loss_giou_dn: 0.3345 loss_class_dn_0: 0.09365 loss_bbox_dn_0: 0.2099 loss_giou_dn_0: 0.4833 loss_class_dn_1: 0.06405 loss_bbox_dn_1: 0.1495 loss_giou_dn_1: 0.3787 loss_class_dn_2: 0.05272 loss_bbox_dn_2: 0.1322 loss_giou_dn_2: 0.3457 loss_class_dn_3: 0.04906 loss_bbox_dn_3: 0.1285 loss_giou_dn_3: 0.3364 loss_class_dn_4: 0.04572 loss_bbox_dn_4: 0.1276 loss_giou_dn_4: 0.3345 time: 1.1162 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/20 21:36:37 d2.utils.events]: eta: 1 day, 17:11:03 iter: 90849 total_loss: 8.84 loss_class: 0.2366 loss_bbox: 0.1093 loss_giou: 0.3658 loss_class_0: 0.2671 loss_bbox_0: 0.1179 loss_giou_0: 0.3872 loss_class_1: 0.251 loss_bbox_1: 0.114 loss_giou_1: 0.3775 loss_class_2: 0.2446 loss_bbox_2: 0.1122 loss_giou_2: 0.3717 loss_class_3: 0.2417 loss_bbox_3: 0.1105 loss_giou_3: 0.3669 loss_class_4: 0.2378 loss_bbox_4: 0.11 loss_giou_4: 0.3664 loss_class_enc: 0.2794 loss_bbox_enc: 0.1292 loss_giou_enc: 0.4071 loss_class_dn: 0.0455 loss_bbox_dn: 0.1429 loss_giou_dn: 0.3486 loss_class_dn_0: 0.0957 loss_bbox_dn_0: 0.2236 loss_giou_dn_0: 0.502 loss_class_dn_1: 0.06786 loss_bbox_dn_1: 0.1635 loss_giou_dn_1: 0.3931 loss_class_dn_2: 0.05476 loss_bbox_dn_2: 0.1474 loss_giou_dn_2: 0.3594 loss_class_dn_3: 0.04919 loss_bbox_dn_3: 0.1437 loss_giou_dn_3: 0.351 loss_class_dn_4: 0.04641 loss_bbox_dn_4: 0.143 loss_giou_dn_4: 0.3486 time: 1.1162 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/20 21:37:34 d2.utils.events]: eta: 1 day, 17:09:16 iter: 90899 total_loss: 9.144 loss_class: 0.2497 loss_bbox: 0.1105 loss_giou: 0.3744 loss_class_0: 0.2771 loss_bbox_0: 0.1204 loss_giou_0: 0.3958 loss_class_1: 0.2641 loss_bbox_1: 0.1158 loss_giou_1: 0.3861 loss_class_2: 0.2577 loss_bbox_2: 0.1127 loss_giou_2: 0.3807 loss_class_3: 0.2535 loss_bbox_3: 0.1118 loss_giou_3: 0.3738 loss_class_4: 0.2506 loss_bbox_4: 0.1112 loss_giou_4: 0.3746 loss_class_enc: 0.2913 loss_bbox_enc: 0.1328 loss_giou_enc: 0.4215 loss_class_dn: 0.0478 loss_bbox_dn: 0.143 loss_giou_dn: 0.3541 loss_class_dn_0: 0.1016 loss_bbox_dn_0: 0.2281 loss_giou_dn_0: 0.5035 loss_class_dn_1: 0.07035 loss_bbox_dn_1: 0.1684 loss_giou_dn_1: 0.3983 loss_class_dn_2: 0.05681 loss_bbox_dn_2: 0.1494 loss_giou_dn_2: 0.3673 loss_class_dn_3: 0.05187 loss_bbox_dn_3: 0.145 loss_giou_dn_3: 0.3564 loss_class_dn_4: 0.04844 loss_bbox_dn_4: 0.143 loss_giou_dn_4: 0.3539 time: 1.1163 data_time: 0.0948 lr: 0.0001 max_mem: 43695M [05/20 21:38:30 d2.utils.events]: eta: 1 day, 17:07:50 iter: 90949 total_loss: 8.846 loss_class: 0.2379 loss_bbox: 0.1074 loss_giou: 0.3826 loss_class_0: 0.2683 loss_bbox_0: 0.1188 loss_giou_0: 0.4001 loss_class_1: 0.2514 loss_bbox_1: 0.1139 loss_giou_1: 0.3936 loss_class_2: 0.2439 loss_bbox_2: 0.1099 loss_giou_2: 0.3904 loss_class_3: 0.2407 loss_bbox_3: 0.1078 loss_giou_3: 0.3855 loss_class_4: 0.24 loss_bbox_4: 0.1077 loss_giou_4: 0.3827 loss_class_enc: 0.2824 loss_bbox_enc: 0.1278 loss_giou_enc: 0.426 loss_class_dn: 0.04613 loss_bbox_dn: 0.1317 loss_giou_dn: 0.3542 loss_class_dn_0: 0.09863 loss_bbox_dn_0: 0.2171 loss_giou_dn_0: 0.5052 loss_class_dn_1: 0.06776 loss_bbox_dn_1: 0.1552 loss_giou_dn_1: 0.3987 loss_class_dn_2: 0.0556 loss_bbox_dn_2: 0.1383 loss_giou_dn_2: 0.3671 loss_class_dn_3: 0.05082 loss_bbox_dn_3: 0.1331 loss_giou_dn_3: 0.3559 loss_class_dn_4: 0.04706 loss_bbox_dn_4: 0.1318 loss_giou_dn_4: 0.3543 time: 1.1163 data_time: 0.1097 lr: 0.0001 max_mem: 43695M [05/20 21:39:26 d2.utils.events]: eta: 1 day, 17:06:51 iter: 90999 total_loss: 8.784 loss_class: 0.2427 loss_bbox: 0.1085 loss_giou: 0.357 loss_class_0: 0.2689 loss_bbox_0: 0.1207 loss_giou_0: 0.3795 loss_class_1: 0.2536 loss_bbox_1: 0.114 loss_giou_1: 0.3677 loss_class_2: 0.2494 loss_bbox_2: 0.1098 loss_giou_2: 0.3614 loss_class_3: 0.246 loss_bbox_3: 0.1082 loss_giou_3: 0.3583 loss_class_4: 0.2435 loss_bbox_4: 0.1081 loss_giou_4: 0.3578 loss_class_enc: 0.282 loss_bbox_enc: 0.129 loss_giou_enc: 0.4036 loss_class_dn: 0.04703 loss_bbox_dn: 0.1388 loss_giou_dn: 0.3412 loss_class_dn_0: 0.1001 loss_bbox_dn_0: 0.2177 loss_giou_dn_0: 0.4919 loss_class_dn_1: 0.0685 loss_bbox_dn_1: 0.1591 loss_giou_dn_1: 0.3832 loss_class_dn_2: 0.05496 loss_bbox_dn_2: 0.1436 loss_giou_dn_2: 0.3528 loss_class_dn_3: 0.05019 loss_bbox_dn_3: 0.1396 loss_giou_dn_3: 0.3438 loss_class_dn_4: 0.04751 loss_bbox_dn_4: 0.1388 loss_giou_dn_4: 0.3411 time: 1.1163 data_time: 0.1027 lr: 0.0001 max_mem: 43695M [05/20 21:40:22 d2.utils.events]: eta: 1 day, 17:06:09 iter: 91049 total_loss: 8.87 loss_class: 0.2378 loss_bbox: 0.1046 loss_giou: 0.3683 loss_class_0: 0.2663 loss_bbox_0: 0.1159 loss_giou_0: 0.3891 loss_class_1: 0.2522 loss_bbox_1: 0.1107 loss_giou_1: 0.3806 loss_class_2: 0.2452 loss_bbox_2: 0.1066 loss_giou_2: 0.3752 loss_class_3: 0.2422 loss_bbox_3: 0.1051 loss_giou_3: 0.3695 loss_class_4: 0.2372 loss_bbox_4: 0.1048 loss_giou_4: 0.3679 loss_class_enc: 0.2808 loss_bbox_enc: 0.1266 loss_giou_enc: 0.416 loss_class_dn: 0.04793 loss_bbox_dn: 0.1358 loss_giou_dn: 0.3495 loss_class_dn_0: 0.09943 loss_bbox_dn_0: 0.2197 loss_giou_dn_0: 0.4997 loss_class_dn_1: 0.07062 loss_bbox_dn_1: 0.16 loss_giou_dn_1: 0.3927 loss_class_dn_2: 0.05866 loss_bbox_dn_2: 0.14 loss_giou_dn_2: 0.3611 loss_class_dn_3: 0.05265 loss_bbox_dn_3: 0.1369 loss_giou_dn_3: 0.3509 loss_class_dn_4: 0.04881 loss_bbox_dn_4: 0.1358 loss_giou_dn_4: 0.3488 time: 1.1163 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/20 21:41:19 d2.utils.events]: eta: 1 day, 17:06:07 iter: 91099 total_loss: 8.843 loss_class: 0.2397 loss_bbox: 0.1058 loss_giou: 0.3674 loss_class_0: 0.2669 loss_bbox_0: 0.1169 loss_giou_0: 0.3877 loss_class_1: 0.2546 loss_bbox_1: 0.1109 loss_giou_1: 0.3779 loss_class_2: 0.2433 loss_bbox_2: 0.1091 loss_giou_2: 0.3731 loss_class_3: 0.242 loss_bbox_3: 0.1071 loss_giou_3: 0.371 loss_class_4: 0.2408 loss_bbox_4: 0.1067 loss_giou_4: 0.368 loss_class_enc: 0.2803 loss_bbox_enc: 0.1294 loss_giou_enc: 0.409 loss_class_dn: 0.04473 loss_bbox_dn: 0.1323 loss_giou_dn: 0.3503 loss_class_dn_0: 0.09897 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.4996 loss_class_dn_1: 0.06739 loss_bbox_dn_1: 0.1509 loss_giou_dn_1: 0.3935 loss_class_dn_2: 0.0547 loss_bbox_dn_2: 0.1359 loss_giou_dn_2: 0.3628 loss_class_dn_3: 0.04899 loss_bbox_dn_3: 0.1323 loss_giou_dn_3: 0.3528 loss_class_dn_4: 0.04591 loss_bbox_dn_4: 0.1322 loss_giou_dn_4: 0.3502 time: 1.1163 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/20 21:42:15 d2.utils.events]: eta: 1 day, 17:05:06 iter: 91149 total_loss: 8.71 loss_class: 0.2372 loss_bbox: 0.1062 loss_giou: 0.362 loss_class_0: 0.2683 loss_bbox_0: 0.1158 loss_giou_0: 0.3866 loss_class_1: 0.2505 loss_bbox_1: 0.11 loss_giou_1: 0.3749 loss_class_2: 0.2426 loss_bbox_2: 0.1079 loss_giou_2: 0.3676 loss_class_3: 0.2412 loss_bbox_3: 0.1057 loss_giou_3: 0.3639 loss_class_4: 0.2377 loss_bbox_4: 0.1058 loss_giou_4: 0.3641 loss_class_enc: 0.2787 loss_bbox_enc: 0.1284 loss_giou_enc: 0.4145 loss_class_dn: 0.04492 loss_bbox_dn: 0.1296 loss_giou_dn: 0.3433 loss_class_dn_0: 0.09856 loss_bbox_dn_0: 0.215 loss_giou_dn_0: 0.4965 loss_class_dn_1: 0.06642 loss_bbox_dn_1: 0.1553 loss_giou_dn_1: 0.3856 loss_class_dn_2: 0.05459 loss_bbox_dn_2: 0.1362 loss_giou_dn_2: 0.3515 loss_class_dn_3: 0.04958 loss_bbox_dn_3: 0.1312 loss_giou_dn_3: 0.3448 loss_class_dn_4: 0.04645 loss_bbox_dn_4: 0.1296 loss_giou_dn_4: 0.3433 time: 1.1163 data_time: 0.1114 lr: 0.0001 max_mem: 43695M [05/20 21:43:12 d2.utils.events]: eta: 1 day, 17:08:30 iter: 91199 total_loss: 8.854 loss_class: 0.2436 loss_bbox: 0.1064 loss_giou: 0.3765 loss_class_0: 0.277 loss_bbox_0: 0.1159 loss_giou_0: 0.3977 loss_class_1: 0.2597 loss_bbox_1: 0.1106 loss_giou_1: 0.3845 loss_class_2: 0.2512 loss_bbox_2: 0.1083 loss_giou_2: 0.3807 loss_class_3: 0.2493 loss_bbox_3: 0.107 loss_giou_3: 0.3779 loss_class_4: 0.2473 loss_bbox_4: 0.1066 loss_giou_4: 0.3762 loss_class_enc: 0.2869 loss_bbox_enc: 0.1263 loss_giou_enc: 0.4202 loss_class_dn: 0.04462 loss_bbox_dn: 0.136 loss_giou_dn: 0.3483 loss_class_dn_0: 0.1006 loss_bbox_dn_0: 0.2151 loss_giou_dn_0: 0.505 loss_class_dn_1: 0.06901 loss_bbox_dn_1: 0.1574 loss_giou_dn_1: 0.3936 loss_class_dn_2: 0.05514 loss_bbox_dn_2: 0.1402 loss_giou_dn_2: 0.3598 loss_class_dn_3: 0.04975 loss_bbox_dn_3: 0.1372 loss_giou_dn_3: 0.3504 loss_class_dn_4: 0.04567 loss_bbox_dn_4: 0.136 loss_giou_dn_4: 0.3481 time: 1.1163 data_time: 0.0967 lr: 0.0001 max_mem: 43695M [05/20 21:44:08 d2.utils.events]: eta: 1 day, 17:08:31 iter: 91249 total_loss: 8.738 loss_class: 0.2337 loss_bbox: 0.1045 loss_giou: 0.3775 loss_class_0: 0.261 loss_bbox_0: 0.1151 loss_giou_0: 0.3962 loss_class_1: 0.2477 loss_bbox_1: 0.1091 loss_giou_1: 0.3876 loss_class_2: 0.2402 loss_bbox_2: 0.1066 loss_giou_2: 0.3842 loss_class_3: 0.238 loss_bbox_3: 0.1051 loss_giou_3: 0.3805 loss_class_4: 0.2339 loss_bbox_4: 0.105 loss_giou_4: 0.378 loss_class_enc: 0.275 loss_bbox_enc: 0.1236 loss_giou_enc: 0.4187 loss_class_dn: 0.04521 loss_bbox_dn: 0.1307 loss_giou_dn: 0.3494 loss_class_dn_0: 0.09478 loss_bbox_dn_0: 0.2133 loss_giou_dn_0: 0.4968 loss_class_dn_1: 0.0659 loss_bbox_dn_1: 0.1552 loss_giou_dn_1: 0.3942 loss_class_dn_2: 0.05298 loss_bbox_dn_2: 0.1368 loss_giou_dn_2: 0.3617 loss_class_dn_3: 0.04827 loss_bbox_dn_3: 0.1325 loss_giou_dn_3: 0.3514 loss_class_dn_4: 0.04573 loss_bbox_dn_4: 0.1307 loss_giou_dn_4: 0.3494 time: 1.1163 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/20 21:45:05 d2.utils.events]: eta: 1 day, 17:07:59 iter: 91299 total_loss: 8.868 loss_class: 0.2396 loss_bbox: 0.1056 loss_giou: 0.3608 loss_class_0: 0.2685 loss_bbox_0: 0.1185 loss_giou_0: 0.386 loss_class_1: 0.2528 loss_bbox_1: 0.1121 loss_giou_1: 0.3707 loss_class_2: 0.2446 loss_bbox_2: 0.1096 loss_giou_2: 0.3647 loss_class_3: 0.2447 loss_bbox_3: 0.1074 loss_giou_3: 0.3627 loss_class_4: 0.2394 loss_bbox_4: 0.1059 loss_giou_4: 0.3611 loss_class_enc: 0.2858 loss_bbox_enc: 0.1285 loss_giou_enc: 0.4049 loss_class_dn: 0.04498 loss_bbox_dn: 0.1343 loss_giou_dn: 0.3431 loss_class_dn_0: 0.09905 loss_bbox_dn_0: 0.2178 loss_giou_dn_0: 0.4992 loss_class_dn_1: 0.06751 loss_bbox_dn_1: 0.1576 loss_giou_dn_1: 0.3887 loss_class_dn_2: 0.05422 loss_bbox_dn_2: 0.1389 loss_giou_dn_2: 0.355 loss_class_dn_3: 0.04896 loss_bbox_dn_3: 0.1353 loss_giou_dn_3: 0.3453 loss_class_dn_4: 0.04565 loss_bbox_dn_4: 0.1342 loss_giou_dn_4: 0.343 time: 1.1163 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/20 21:46:01 d2.utils.events]: eta: 1 day, 17:06:22 iter: 91349 total_loss: 8.711 loss_class: 0.2306 loss_bbox: 0.1027 loss_giou: 0.3648 loss_class_0: 0.2601 loss_bbox_0: 0.1139 loss_giou_0: 0.3858 loss_class_1: 0.2456 loss_bbox_1: 0.1067 loss_giou_1: 0.3755 loss_class_2: 0.2362 loss_bbox_2: 0.1038 loss_giou_2: 0.3683 loss_class_3: 0.2343 loss_bbox_3: 0.1022 loss_giou_3: 0.3663 loss_class_4: 0.231 loss_bbox_4: 0.1031 loss_giou_4: 0.3652 loss_class_enc: 0.2772 loss_bbox_enc: 0.1258 loss_giou_enc: 0.4077 loss_class_dn: 0.04655 loss_bbox_dn: 0.1318 loss_giou_dn: 0.3436 loss_class_dn_0: 0.09727 loss_bbox_dn_0: 0.2145 loss_giou_dn_0: 0.4927 loss_class_dn_1: 0.0677 loss_bbox_dn_1: 0.1563 loss_giou_dn_1: 0.3857 loss_class_dn_2: 0.05707 loss_bbox_dn_2: 0.1387 loss_giou_dn_2: 0.354 loss_class_dn_3: 0.0516 loss_bbox_dn_3: 0.134 loss_giou_dn_3: 0.3454 loss_class_dn_4: 0.04773 loss_bbox_dn_4: 0.1318 loss_giou_dn_4: 0.3435 time: 1.1163 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/20 21:46:58 d2.utils.events]: eta: 1 day, 17:06:34 iter: 91399 total_loss: 8.726 loss_class: 0.2342 loss_bbox: 0.1059 loss_giou: 0.3627 loss_class_0: 0.2698 loss_bbox_0: 0.1141 loss_giou_0: 0.3788 loss_class_1: 0.2539 loss_bbox_1: 0.1076 loss_giou_1: 0.3724 loss_class_2: 0.2434 loss_bbox_2: 0.1091 loss_giou_2: 0.3668 loss_class_3: 0.2406 loss_bbox_3: 0.1064 loss_giou_3: 0.3647 loss_class_4: 0.2359 loss_bbox_4: 0.1055 loss_giou_4: 0.3623 loss_class_enc: 0.283 loss_bbox_enc: 0.1238 loss_giou_enc: 0.4037 loss_class_dn: 0.04415 loss_bbox_dn: 0.129 loss_giou_dn: 0.3439 loss_class_dn_0: 0.09808 loss_bbox_dn_0: 0.2057 loss_giou_dn_0: 0.4914 loss_class_dn_1: 0.06808 loss_bbox_dn_1: 0.152 loss_giou_dn_1: 0.3876 loss_class_dn_2: 0.05422 loss_bbox_dn_2: 0.1348 loss_giou_dn_2: 0.3565 loss_class_dn_3: 0.04849 loss_bbox_dn_3: 0.1308 loss_giou_dn_3: 0.3456 loss_class_dn_4: 0.04498 loss_bbox_dn_4: 0.1291 loss_giou_dn_4: 0.3436 time: 1.1163 data_time: 0.1013 lr: 0.0001 max_mem: 43695M [05/20 21:47:54 d2.utils.events]: eta: 1 day, 17:04:50 iter: 91449 total_loss: 8.932 loss_class: 0.2383 loss_bbox: 0.1073 loss_giou: 0.3704 loss_class_0: 0.2716 loss_bbox_0: 0.1153 loss_giou_0: 0.3888 loss_class_1: 0.2557 loss_bbox_1: 0.1111 loss_giou_1: 0.3811 loss_class_2: 0.2451 loss_bbox_2: 0.1079 loss_giou_2: 0.374 loss_class_3: 0.2428 loss_bbox_3: 0.1075 loss_giou_3: 0.3703 loss_class_4: 0.2384 loss_bbox_4: 0.1069 loss_giou_4: 0.3706 loss_class_enc: 0.284 loss_bbox_enc: 0.1289 loss_giou_enc: 0.4101 loss_class_dn: 0.04438 loss_bbox_dn: 0.1301 loss_giou_dn: 0.3517 loss_class_dn_0: 0.09573 loss_bbox_dn_0: 0.216 loss_giou_dn_0: 0.5002 loss_class_dn_1: 0.06555 loss_bbox_dn_1: 0.1556 loss_giou_dn_1: 0.3936 loss_class_dn_2: 0.05372 loss_bbox_dn_2: 0.1355 loss_giou_dn_2: 0.3617 loss_class_dn_3: 0.04947 loss_bbox_dn_3: 0.1313 loss_giou_dn_3: 0.3535 loss_class_dn_4: 0.04539 loss_bbox_dn_4: 0.1301 loss_giou_dn_4: 0.3516 time: 1.1163 data_time: 0.1013 lr: 0.0001 max_mem: 43695M [05/20 21:48:51 d2.utils.events]: eta: 1 day, 17:03:28 iter: 91499 total_loss: 8.945 loss_class: 0.2456 loss_bbox: 0.1069 loss_giou: 0.3654 loss_class_0: 0.2755 loss_bbox_0: 0.1185 loss_giou_0: 0.3873 loss_class_1: 0.2613 loss_bbox_1: 0.1113 loss_giou_1: 0.3763 loss_class_2: 0.2535 loss_bbox_2: 0.1085 loss_giou_2: 0.3698 loss_class_3: 0.2495 loss_bbox_3: 0.1086 loss_giou_3: 0.3668 loss_class_4: 0.2474 loss_bbox_4: 0.1073 loss_giou_4: 0.3653 loss_class_enc: 0.2867 loss_bbox_enc: 0.1278 loss_giou_enc: 0.4115 loss_class_dn: 0.04843 loss_bbox_dn: 0.1413 loss_giou_dn: 0.3524 loss_class_dn_0: 0.1009 loss_bbox_dn_0: 0.2274 loss_giou_dn_0: 0.5033 loss_class_dn_1: 0.07017 loss_bbox_dn_1: 0.1664 loss_giou_dn_1: 0.3922 loss_class_dn_2: 0.05832 loss_bbox_dn_2: 0.1472 loss_giou_dn_2: 0.363 loss_class_dn_3: 0.05301 loss_bbox_dn_3: 0.1427 loss_giou_dn_3: 0.3545 loss_class_dn_4: 0.04949 loss_bbox_dn_4: 0.1413 loss_giou_dn_4: 0.3523 time: 1.1163 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/20 21:49:46 d2.utils.events]: eta: 1 day, 17:01:22 iter: 91549 total_loss: 8.766 loss_class: 0.2416 loss_bbox: 0.1048 loss_giou: 0.3719 loss_class_0: 0.2722 loss_bbox_0: 0.1168 loss_giou_0: 0.3929 loss_class_1: 0.2556 loss_bbox_1: 0.1116 loss_giou_1: 0.3849 loss_class_2: 0.2491 loss_bbox_2: 0.1073 loss_giou_2: 0.376 loss_class_3: 0.2456 loss_bbox_3: 0.1046 loss_giou_3: 0.3726 loss_class_4: 0.2426 loss_bbox_4: 0.1047 loss_giou_4: 0.3719 loss_class_enc: 0.2856 loss_bbox_enc: 0.126 loss_giou_enc: 0.4151 loss_class_dn: 0.04618 loss_bbox_dn: 0.1342 loss_giou_dn: 0.3539 loss_class_dn_0: 0.09934 loss_bbox_dn_0: 0.2144 loss_giou_dn_0: 0.5009 loss_class_dn_1: 0.0699 loss_bbox_dn_1: 0.1554 loss_giou_dn_1: 0.3961 loss_class_dn_2: 0.05589 loss_bbox_dn_2: 0.1394 loss_giou_dn_2: 0.3657 loss_class_dn_3: 0.05059 loss_bbox_dn_3: 0.1354 loss_giou_dn_3: 0.3559 loss_class_dn_4: 0.04756 loss_bbox_dn_4: 0.1342 loss_giou_dn_4: 0.3538 time: 1.1163 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/20 21:50:43 d2.utils.events]: eta: 1 day, 16:59:20 iter: 91599 total_loss: 8.751 loss_class: 0.234 loss_bbox: 0.1051 loss_giou: 0.3539 loss_class_0: 0.2607 loss_bbox_0: 0.1161 loss_giou_0: 0.3789 loss_class_1: 0.2469 loss_bbox_1: 0.1098 loss_giou_1: 0.3662 loss_class_2: 0.2386 loss_bbox_2: 0.1069 loss_giou_2: 0.3589 loss_class_3: 0.2377 loss_bbox_3: 0.1053 loss_giou_3: 0.3556 loss_class_4: 0.236 loss_bbox_4: 0.105 loss_giou_4: 0.353 loss_class_enc: 0.2732 loss_bbox_enc: 0.1297 loss_giou_enc: 0.4034 loss_class_dn: 0.04504 loss_bbox_dn: 0.1319 loss_giou_dn: 0.3448 loss_class_dn_0: 0.09522 loss_bbox_dn_0: 0.217 loss_giou_dn_0: 0.4997 loss_class_dn_1: 0.06719 loss_bbox_dn_1: 0.1547 loss_giou_dn_1: 0.3921 loss_class_dn_2: 0.05513 loss_bbox_dn_2: 0.1368 loss_giou_dn_2: 0.3575 loss_class_dn_3: 0.04912 loss_bbox_dn_3: 0.1335 loss_giou_dn_3: 0.3478 loss_class_dn_4: 0.04537 loss_bbox_dn_4: 0.1319 loss_giou_dn_4: 0.3447 time: 1.1163 data_time: 0.0981 lr: 0.0001 max_mem: 43695M [05/20 21:51:40 d2.utils.events]: eta: 1 day, 16:59:32 iter: 91649 total_loss: 8.593 loss_class: 0.2334 loss_bbox: 0.1042 loss_giou: 0.36 loss_class_0: 0.2614 loss_bbox_0: 0.1162 loss_giou_0: 0.3861 loss_class_1: 0.2459 loss_bbox_1: 0.1115 loss_giou_1: 0.3765 loss_class_2: 0.2402 loss_bbox_2: 0.1076 loss_giou_2: 0.3663 loss_class_3: 0.2381 loss_bbox_3: 0.1052 loss_giou_3: 0.3629 loss_class_4: 0.2349 loss_bbox_4: 0.1051 loss_giou_4: 0.3605 loss_class_enc: 0.2759 loss_bbox_enc: 0.1288 loss_giou_enc: 0.4206 loss_class_dn: 0.0418 loss_bbox_dn: 0.1311 loss_giou_dn: 0.3405 loss_class_dn_0: 0.09271 loss_bbox_dn_0: 0.2089 loss_giou_dn_0: 0.4924 loss_class_dn_1: 0.06385 loss_bbox_dn_1: 0.1528 loss_giou_dn_1: 0.3847 loss_class_dn_2: 0.0508 loss_bbox_dn_2: 0.1357 loss_giou_dn_2: 0.3536 loss_class_dn_3: 0.04581 loss_bbox_dn_3: 0.1305 loss_giou_dn_3: 0.3434 loss_class_dn_4: 0.04317 loss_bbox_dn_4: 0.131 loss_giou_dn_4: 0.3402 time: 1.1163 data_time: 0.1012 lr: 0.0001 max_mem: 43695M [05/20 21:52:36 d2.utils.events]: eta: 1 day, 16:59:16 iter: 91699 total_loss: 8.65 loss_class: 0.2305 loss_bbox: 0.1031 loss_giou: 0.3622 loss_class_0: 0.2613 loss_bbox_0: 0.1154 loss_giou_0: 0.3856 loss_class_1: 0.246 loss_bbox_1: 0.1096 loss_giou_1: 0.3717 loss_class_2: 0.2365 loss_bbox_2: 0.107 loss_giou_2: 0.3667 loss_class_3: 0.2356 loss_bbox_3: 0.1044 loss_giou_3: 0.3637 loss_class_4: 0.2316 loss_bbox_4: 0.1031 loss_giou_4: 0.3628 loss_class_enc: 0.2738 loss_bbox_enc: 0.1272 loss_giou_enc: 0.4077 loss_class_dn: 0.04299 loss_bbox_dn: 0.1409 loss_giou_dn: 0.3433 loss_class_dn_0: 0.09532 loss_bbox_dn_0: 0.2216 loss_giou_dn_0: 0.4931 loss_class_dn_1: 0.06543 loss_bbox_dn_1: 0.1627 loss_giou_dn_1: 0.3865 loss_class_dn_2: 0.0529 loss_bbox_dn_2: 0.1456 loss_giou_dn_2: 0.3563 loss_class_dn_3: 0.04773 loss_bbox_dn_3: 0.1419 loss_giou_dn_3: 0.3462 loss_class_dn_4: 0.04358 loss_bbox_dn_4: 0.1409 loss_giou_dn_4: 0.3432 time: 1.1163 data_time: 0.1037 lr: 0.0001 max_mem: 43695M [05/20 21:53:32 d2.utils.events]: eta: 1 day, 16:53:35 iter: 91749 total_loss: 8.801 loss_class: 0.2362 loss_bbox: 0.1088 loss_giou: 0.3692 loss_class_0: 0.2671 loss_bbox_0: 0.1199 loss_giou_0: 0.3923 loss_class_1: 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0.2462 loss_bbox_2: 0.1094 loss_giou_2: 0.3715 loss_class_3: 0.2437 loss_bbox_3: 0.1058 loss_giou_3: 0.3676 loss_class_4: 0.24 loss_bbox_4: 0.1055 loss_giou_4: 0.3669 loss_class_enc: 0.2823 loss_bbox_enc: 0.1283 loss_giou_enc: 0.4091 loss_class_dn: 0.0431 loss_bbox_dn: 0.1316 loss_giou_dn: 0.347 loss_class_dn_0: 0.09586 loss_bbox_dn_0: 0.2128 loss_giou_dn_0: 0.4976 loss_class_dn_1: 0.0669 loss_bbox_dn_1: 0.1522 loss_giou_dn_1: 0.3915 loss_class_dn_2: 0.054 loss_bbox_dn_2: 0.1358 loss_giou_dn_2: 0.3577 loss_class_dn_3: 0.04864 loss_bbox_dn_3: 0.1325 loss_giou_dn_3: 0.3492 loss_class_dn_4: 0.04439 loss_bbox_dn_4: 0.1316 loss_giou_dn_4: 0.347 time: 1.1163 data_time: 0.0968 lr: 0.0001 max_mem: 43695M [05/20 21:59:10 d2.utils.events]: eta: 1 day, 16:50:00 iter: 92049 total_loss: 8.727 loss_class: 0.2375 loss_bbox: 0.1046 loss_giou: 0.3674 loss_class_0: 0.265 loss_bbox_0: 0.1197 loss_giou_0: 0.3871 loss_class_1: 0.2511 loss_bbox_1: 0.1096 loss_giou_1: 0.3802 loss_class_2: 0.2433 loss_bbox_2: 0.1073 loss_giou_2: 0.3727 loss_class_3: 0.241 loss_bbox_3: 0.1057 loss_giou_3: 0.3681 loss_class_4: 0.24 loss_bbox_4: 0.105 loss_giou_4: 0.3669 loss_class_enc: 0.2754 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4201 loss_class_dn: 0.04449 loss_bbox_dn: 0.131 loss_giou_dn: 0.342 loss_class_dn_0: 0.09676 loss_bbox_dn_0: 0.2143 loss_giou_dn_0: 0.4955 loss_class_dn_1: 0.06656 loss_bbox_dn_1: 0.1535 loss_giou_dn_1: 0.3841 loss_class_dn_2: 0.0532 loss_bbox_dn_2: 0.1354 loss_giou_dn_2: 0.3536 loss_class_dn_3: 0.04925 loss_bbox_dn_3: 0.1323 loss_giou_dn_3: 0.3449 loss_class_dn_4: 0.04535 loss_bbox_dn_4: 0.131 loss_giou_dn_4: 0.3419 time: 1.1163 data_time: 0.1033 lr: 0.0001 max_mem: 43695M [05/20 22:00:06 d2.utils.events]: eta: 1 day, 16:47:14 iter: 92099 total_loss: 8.787 loss_class: 0.2378 loss_bbox: 0.1054 loss_giou: 0.3696 loss_class_0: 0.2669 loss_bbox_0: 0.1183 loss_giou_0: 0.3916 loss_class_1: 0.2515 loss_bbox_1: 0.1127 loss_giou_1: 0.3807 loss_class_2: 0.2455 loss_bbox_2: 0.1085 loss_giou_2: 0.3749 loss_class_3: 0.2435 loss_bbox_3: 0.1067 loss_giou_3: 0.3709 loss_class_4: 0.2387 loss_bbox_4: 0.1062 loss_giou_4: 0.3699 loss_class_enc: 0.2775 loss_bbox_enc: 0.13 loss_giou_enc: 0.4165 loss_class_dn: 0.04258 loss_bbox_dn: 0.1316 loss_giou_dn: 0.3465 loss_class_dn_0: 0.09627 loss_bbox_dn_0: 0.2117 loss_giou_dn_0: 0.4934 loss_class_dn_1: 0.0649 loss_bbox_dn_1: 0.1562 loss_giou_dn_1: 0.3921 loss_class_dn_2: 0.05216 loss_bbox_dn_2: 0.1361 loss_giou_dn_2: 0.3576 loss_class_dn_3: 0.0469 loss_bbox_dn_3: 0.1329 loss_giou_dn_3: 0.3484 loss_class_dn_4: 0.04388 loss_bbox_dn_4: 0.1317 loss_giou_dn_4: 0.3465 time: 1.1163 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/20 22:01:02 d2.utils.events]: eta: 1 day, 16:44:59 iter: 92149 total_loss: 8.804 loss_class: 0.2396 loss_bbox: 0.1075 loss_giou: 0.3793 loss_class_0: 0.2697 loss_bbox_0: 0.1165 loss_giou_0: 0.3955 loss_class_1: 0.252 loss_bbox_1: 0.1144 loss_giou_1: 0.3912 loss_class_2: 0.2457 loss_bbox_2: 0.1102 loss_giou_2: 0.3851 loss_class_3: 0.2429 loss_bbox_3: 0.1083 loss_giou_3: 0.3817 loss_class_4: 0.2393 loss_bbox_4: 0.1083 loss_giou_4: 0.3797 loss_class_enc: 0.2807 loss_bbox_enc: 0.1275 loss_giou_enc: 0.4222 loss_class_dn: 0.04483 loss_bbox_dn: 0.1337 loss_giou_dn: 0.3523 loss_class_dn_0: 0.0984 loss_bbox_dn_0: 0.2195 loss_giou_dn_0: 0.4986 loss_class_dn_1: 0.06771 loss_bbox_dn_1: 0.1602 loss_giou_dn_1: 0.3927 loss_class_dn_2: 0.05567 loss_bbox_dn_2: 0.1406 loss_giou_dn_2: 0.3629 loss_class_dn_3: 0.05006 loss_bbox_dn_3: 0.1354 loss_giou_dn_3: 0.3531 loss_class_dn_4: 0.04603 loss_bbox_dn_4: 0.1338 loss_giou_dn_4: 0.3519 time: 1.1163 data_time: 0.1076 lr: 0.0001 max_mem: 43695M [05/20 22:01:58 d2.utils.events]: eta: 1 day, 16:42:45 iter: 92199 total_loss: 8.79 loss_class: 0.2436 loss_bbox: 0.1068 loss_giou: 0.3658 loss_class_0: 0.2725 loss_bbox_0: 0.1202 loss_giou_0: 0.3915 loss_class_1: 0.2616 loss_bbox_1: 0.1135 loss_giou_1: 0.3789 loss_class_2: 0.2515 loss_bbox_2: 0.108 loss_giou_2: 0.3719 loss_class_3: 0.2481 loss_bbox_3: 0.1065 loss_giou_3: 0.3685 loss_class_4: 0.2435 loss_bbox_4: 0.1055 loss_giou_4: 0.3664 loss_class_enc: 0.2888 loss_bbox_enc: 0.1289 loss_giou_enc: 0.4179 loss_class_dn: 0.04605 loss_bbox_dn: 0.1374 loss_giou_dn: 0.3459 loss_class_dn_0: 0.1019 loss_bbox_dn_0: 0.2205 loss_giou_dn_0: 0.5 loss_class_dn_1: 0.07266 loss_bbox_dn_1: 0.1585 loss_giou_dn_1: 0.3902 loss_class_dn_2: 0.05725 loss_bbox_dn_2: 0.1414 loss_giou_dn_2: 0.3586 loss_class_dn_3: 0.05147 loss_bbox_dn_3: 0.1387 loss_giou_dn_3: 0.3485 loss_class_dn_4: 0.0474 loss_bbox_dn_4: 0.1374 loss_giou_dn_4: 0.3456 time: 1.1163 data_time: 0.1023 lr: 0.0001 max_mem: 43695M [05/20 22:02:54 d2.utils.events]: eta: 1 day, 16:41:35 iter: 92249 total_loss: 8.676 loss_class: 0.2351 loss_bbox: 0.1014 loss_giou: 0.3749 loss_class_0: 0.2633 loss_bbox_0: 0.1121 loss_giou_0: 0.3944 loss_class_1: 0.2459 loss_bbox_1: 0.1073 loss_giou_1: 0.3843 loss_class_2: 0.239 loss_bbox_2: 0.1042 loss_giou_2: 0.3794 loss_class_3: 0.2387 loss_bbox_3: 0.1031 loss_giou_3: 0.3783 loss_class_4: 0.236 loss_bbox_4: 0.1021 loss_giou_4: 0.374 loss_class_enc: 0.2754 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4136 loss_class_dn: 0.04401 loss_bbox_dn: 0.1284 loss_giou_dn: 0.3501 loss_class_dn_0: 0.09637 loss_bbox_dn_0: 0.2046 loss_giou_dn_0: 0.4991 loss_class_dn_1: 0.06594 loss_bbox_dn_1: 0.1514 loss_giou_dn_1: 0.3937 loss_class_dn_2: 0.05395 loss_bbox_dn_2: 0.1334 loss_giou_dn_2: 0.3605 loss_class_dn_3: 0.04958 loss_bbox_dn_3: 0.1295 loss_giou_dn_3: 0.3524 loss_class_dn_4: 0.0455 loss_bbox_dn_4: 0.1285 loss_giou_dn_4: 0.3499 time: 1.1163 data_time: 0.1101 lr: 0.0001 max_mem: 43695M [05/20 22:03:51 d2.utils.events]: eta: 1 day, 16:41:49 iter: 92299 total_loss: 8.942 loss_class: 0.2399 loss_bbox: 0.1043 loss_giou: 0.3707 loss_class_0: 0.2718 loss_bbox_0: 0.1147 loss_giou_0: 0.3913 loss_class_1: 0.2539 loss_bbox_1: 0.1098 loss_giou_1: 0.3818 loss_class_2: 0.2464 loss_bbox_2: 0.1068 loss_giou_2: 0.3756 loss_class_3: 0.2443 loss_bbox_3: 0.105 loss_giou_3: 0.3717 loss_class_4: 0.2411 loss_bbox_4: 0.1037 loss_giou_4: 0.3705 loss_class_enc: 0.2857 loss_bbox_enc: 0.1268 loss_giou_enc: 0.4157 loss_class_dn: 0.04411 loss_bbox_dn: 0.1332 loss_giou_dn: 0.3559 loss_class_dn_0: 0.09929 loss_bbox_dn_0: 0.2194 loss_giou_dn_0: 0.5075 loss_class_dn_1: 0.06887 loss_bbox_dn_1: 0.1558 loss_giou_dn_1: 0.4004 loss_class_dn_2: 0.0547 loss_bbox_dn_2: 0.139 loss_giou_dn_2: 0.3673 loss_class_dn_3: 0.04987 loss_bbox_dn_3: 0.1344 loss_giou_dn_3: 0.3574 loss_class_dn_4: 0.04629 loss_bbox_dn_4: 0.1331 loss_giou_dn_4: 0.3557 time: 1.1163 data_time: 0.1003 lr: 0.0001 max_mem: 43695M [05/20 22:04:48 d2.utils.events]: eta: 1 day, 16:40:44 iter: 92349 total_loss: 8.91 loss_class: 0.2396 loss_bbox: 0.107 loss_giou: 0.3712 loss_class_0: 0.2637 loss_bbox_0: 0.1209 loss_giou_0: 0.3927 loss_class_1: 0.2528 loss_bbox_1: 0.1148 loss_giou_1: 0.3859 loss_class_2: 0.2445 loss_bbox_2: 0.1105 loss_giou_2: 0.38 loss_class_3: 0.2416 loss_bbox_3: 0.1081 loss_giou_3: 0.3744 loss_class_4: 0.2403 loss_bbox_4: 0.1071 loss_giou_4: 0.3711 loss_class_enc: 0.2803 loss_bbox_enc: 0.1313 loss_giou_enc: 0.4145 loss_class_dn: 0.0432 loss_bbox_dn: 0.1328 loss_giou_dn: 0.3514 loss_class_dn_0: 0.09476 loss_bbox_dn_0: 0.2111 loss_giou_dn_0: 0.507 loss_class_dn_1: 0.06411 loss_bbox_dn_1: 0.1534 loss_giou_dn_1: 0.3971 loss_class_dn_2: 0.05198 loss_bbox_dn_2: 0.1364 loss_giou_dn_2: 0.3633 loss_class_dn_3: 0.04669 loss_bbox_dn_3: 0.134 loss_giou_dn_3: 0.3541 loss_class_dn_4: 0.04411 loss_bbox_dn_4: 0.1329 loss_giou_dn_4: 0.3514 time: 1.1163 data_time: 0.0921 lr: 0.0001 max_mem: 43695M [05/20 22:05:44 d2.utils.events]: eta: 1 day, 16:39:04 iter: 92399 total_loss: 8.784 loss_class: 0.239 loss_bbox: 0.1065 loss_giou: 0.3573 loss_class_0: 0.2689 loss_bbox_0: 0.1182 loss_giou_0: 0.3776 loss_class_1: 0.2547 loss_bbox_1: 0.1112 loss_giou_1: 0.3707 loss_class_2: 0.2461 loss_bbox_2: 0.108 loss_giou_2: 0.3644 loss_class_3: 0.2439 loss_bbox_3: 0.1069 loss_giou_3: 0.3601 loss_class_4: 0.2395 loss_bbox_4: 0.1065 loss_giou_4: 0.357 loss_class_enc: 0.2827 loss_bbox_enc: 0.1273 loss_giou_enc: 0.4037 loss_class_dn: 0.04559 loss_bbox_dn: 0.1366 loss_giou_dn: 0.3464 loss_class_dn_0: 0.09963 loss_bbox_dn_0: 0.2239 loss_giou_dn_0: 0.4979 loss_class_dn_1: 0.06997 loss_bbox_dn_1: 0.1596 loss_giou_dn_1: 0.3911 loss_class_dn_2: 0.0559 loss_bbox_dn_2: 0.1406 loss_giou_dn_2: 0.3573 loss_class_dn_3: 0.05125 loss_bbox_dn_3: 0.1378 loss_giou_dn_3: 0.3483 loss_class_dn_4: 0.04685 loss_bbox_dn_4: 0.1366 loss_giou_dn_4: 0.3463 time: 1.1163 data_time: 0.0980 lr: 0.0001 max_mem: 43695M [05/20 22:06:41 d2.utils.events]: eta: 1 day, 16:39:05 iter: 92449 total_loss: 8.966 loss_class: 0.2415 loss_bbox: 0.1044 loss_giou: 0.3815 loss_class_0: 0.2704 loss_bbox_0: 0.1157 loss_giou_0: 0.4001 loss_class_1: 0.2578 loss_bbox_1: 0.1093 loss_giou_1: 0.389 loss_class_2: 0.2471 loss_bbox_2: 0.1059 loss_giou_2: 0.3853 loss_class_3: 0.2465 loss_bbox_3: 0.105 loss_giou_3: 0.3823 loss_class_4: 0.2422 loss_bbox_4: 0.1043 loss_giou_4: 0.3814 loss_class_enc: 0.286 loss_bbox_enc: 0.1264 loss_giou_enc: 0.4229 loss_class_dn: 0.04445 loss_bbox_dn: 0.1289 loss_giou_dn: 0.3547 loss_class_dn_0: 0.09636 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.5112 loss_class_dn_1: 0.06527 loss_bbox_dn_1: 0.1509 loss_giou_dn_1: 0.3993 loss_class_dn_2: 0.05284 loss_bbox_dn_2: 0.1337 loss_giou_dn_2: 0.367 loss_class_dn_3: 0.04817 loss_bbox_dn_3: 0.1297 loss_giou_dn_3: 0.3568 loss_class_dn_4: 0.04571 loss_bbox_dn_4: 0.129 loss_giou_dn_4: 0.3546 time: 1.1163 data_time: 0.1000 lr: 0.0001 max_mem: 43695M [05/20 22:07:38 d2.utils.events]: eta: 1 day, 16:38:16 iter: 92499 total_loss: 8.714 loss_class: 0.2407 loss_bbox: 0.1068 loss_giou: 0.365 loss_class_0: 0.2703 loss_bbox_0: 0.1156 loss_giou_0: 0.3879 loss_class_1: 0.2566 loss_bbox_1: 0.1106 loss_giou_1: 0.3767 loss_class_2: 0.2504 loss_bbox_2: 0.1083 loss_giou_2: 0.3723 loss_class_3: 0.2459 loss_bbox_3: 0.1073 loss_giou_3: 0.3676 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0.2482 loss_bbox_4: 0.1074 loss_giou_4: 0.3589 loss_class_enc: 0.2898 loss_bbox_enc: 0.1291 loss_giou_enc: 0.4019 loss_class_dn: 0.04565 loss_bbox_dn: 0.1328 loss_giou_dn: 0.3441 loss_class_dn_0: 0.09957 loss_bbox_dn_0: 0.2164 loss_giou_dn_0: 0.4952 loss_class_dn_1: 0.06872 loss_bbox_dn_1: 0.156 loss_giou_dn_1: 0.3853 loss_class_dn_2: 0.05537 loss_bbox_dn_2: 0.1383 loss_giou_dn_2: 0.3541 loss_class_dn_3: 0.04954 loss_bbox_dn_3: 0.1335 loss_giou_dn_3: 0.3463 loss_class_dn_4: 0.04669 loss_bbox_dn_4: 0.1328 loss_giou_dn_4: 0.3441 time: 1.1164 data_time: 0.1029 lr: 0.0001 max_mem: 43695M [05/20 22:09:30 d2.utils.events]: eta: 1 day, 16:36:52 iter: 92599 total_loss: 8.785 loss_class: 0.2407 loss_bbox: 0.102 loss_giou: 0.3686 loss_class_0: 0.2728 loss_bbox_0: 0.114 loss_giou_0: 0.3885 loss_class_1: 0.2534 loss_bbox_1: 0.1066 loss_giou_1: 0.3776 loss_class_2: 0.2458 loss_bbox_2: 0.1059 loss_giou_2: 0.3735 loss_class_3: 0.244 loss_bbox_3: 0.1024 loss_giou_3: 0.3697 loss_class_4: 0.2427 loss_bbox_4: 0.1017 loss_giou_4: 0.3695 loss_class_enc: 0.2857 loss_bbox_enc: 0.1234 loss_giou_enc: 0.4097 loss_class_dn: 0.04615 loss_bbox_dn: 0.1347 loss_giou_dn: 0.3466 loss_class_dn_0: 0.09917 loss_bbox_dn_0: 0.2157 loss_giou_dn_0: 0.4946 loss_class_dn_1: 0.06851 loss_bbox_dn_1: 0.1563 loss_giou_dn_1: 0.387 loss_class_dn_2: 0.05521 loss_bbox_dn_2: 0.1398 loss_giou_dn_2: 0.3576 loss_class_dn_3: 0.05029 loss_bbox_dn_3: 0.1358 loss_giou_dn_3: 0.3489 loss_class_dn_4: 0.04681 loss_bbox_dn_4: 0.1347 loss_giou_dn_4: 0.3464 time: 1.1163 data_time: 0.1031 lr: 0.0001 max_mem: 43695M [05/20 22:10:27 d2.utils.events]: eta: 1 day, 16:37:00 iter: 92649 total_loss: 8.696 loss_class: 0.2406 loss_bbox: 0.1071 loss_giou: 0.3628 loss_class_0: 0.2739 loss_bbox_0: 0.1194 loss_giou_0: 0.3838 loss_class_1: 0.2549 loss_bbox_1: 0.1118 loss_giou_1: 0.3723 loss_class_2: 0.2488 loss_bbox_2: 0.1075 loss_giou_2: 0.3672 loss_class_3: 0.2454 loss_bbox_3: 0.108 loss_giou_3: 0.3634 loss_class_4: 0.2426 loss_bbox_4: 0.1073 loss_giou_4: 0.3625 loss_class_enc: 0.2857 loss_bbox_enc: 0.1289 loss_giou_enc: 0.4066 loss_class_dn: 0.045 loss_bbox_dn: 0.1304 loss_giou_dn: 0.3429 loss_class_dn_0: 0.09763 loss_bbox_dn_0: 0.2117 loss_giou_dn_0: 0.4877 loss_class_dn_1: 0.06759 loss_bbox_dn_1: 0.1545 loss_giou_dn_1: 0.3869 loss_class_dn_2: 0.05472 loss_bbox_dn_2: 0.1362 loss_giou_dn_2: 0.3545 loss_class_dn_3: 0.04847 loss_bbox_dn_3: 0.1316 loss_giou_dn_3: 0.3461 loss_class_dn_4: 0.04551 loss_bbox_dn_4: 0.1305 loss_giou_dn_4: 0.3431 time: 1.1164 data_time: 0.0997 lr: 0.0001 max_mem: 43695M [05/20 22:11:23 d2.utils.events]: eta: 1 day, 16:35:12 iter: 92699 total_loss: 8.602 loss_class: 0.2321 loss_bbox: 0.1077 loss_giou: 0.3571 loss_class_0: 0.2601 loss_bbox_0: 0.1204 loss_giou_0: 0.3799 loss_class_1: 0.2456 loss_bbox_1: 0.1132 loss_giou_1: 0.3702 loss_class_2: 0.2392 loss_bbox_2: 0.1097 loss_giou_2: 0.3606 loss_class_3: 0.2355 loss_bbox_3: 0.1088 loss_giou_3: 0.3593 loss_class_4: 0.2316 loss_bbox_4: 0.1084 loss_giou_4: 0.3561 loss_class_enc: 0.2776 loss_bbox_enc: 0.1289 loss_giou_enc: 0.4048 loss_class_dn: 0.04601 loss_bbox_dn: 0.135 loss_giou_dn: 0.3397 loss_class_dn_0: 0.09616 loss_bbox_dn_0: 0.2207 loss_giou_dn_0: 0.4955 loss_class_dn_1: 0.06543 loss_bbox_dn_1: 0.1601 loss_giou_dn_1: 0.3859 loss_class_dn_2: 0.05465 loss_bbox_dn_2: 0.1406 loss_giou_dn_2: 0.3527 loss_class_dn_3: 0.04913 loss_bbox_dn_3: 0.1361 loss_giou_dn_3: 0.3421 loss_class_dn_4: 0.04655 loss_bbox_dn_4: 0.135 loss_giou_dn_4: 0.3397 time: 1.1164 data_time: 0.1075 lr: 0.0001 max_mem: 43695M [05/20 22:12:20 d2.utils.events]: eta: 1 day, 16:37:06 iter: 92749 total_loss: 8.608 loss_class: 0.2355 loss_bbox: 0.1031 loss_giou: 0.3618 loss_class_0: 0.2651 loss_bbox_0: 0.1133 loss_giou_0: 0.382 loss_class_1: 0.2486 loss_bbox_1: 0.1072 loss_giou_1: 0.372 loss_class_2: 0.2428 loss_bbox_2: 0.1043 loss_giou_2: 0.3671 loss_class_3: 0.2399 loss_bbox_3: 0.1039 loss_giou_3: 0.3647 loss_class_4: 0.2368 loss_bbox_4: 0.103 loss_giou_4: 0.3621 loss_class_enc: 0.2771 loss_bbox_enc: 0.1233 loss_giou_enc: 0.4056 loss_class_dn: 0.04372 loss_bbox_dn: 0.131 loss_giou_dn: 0.3422 loss_class_dn_0: 0.09623 loss_bbox_dn_0: 0.2122 loss_giou_dn_0: 0.4948 loss_class_dn_1: 0.06555 loss_bbox_dn_1: 0.1513 loss_giou_dn_1: 0.3833 loss_class_dn_2: 0.05325 loss_bbox_dn_2: 0.1339 loss_giou_dn_2: 0.3549 loss_class_dn_3: 0.04855 loss_bbox_dn_3: 0.1315 loss_giou_dn_3: 0.344 loss_class_dn_4: 0.04524 loss_bbox_dn_4: 0.131 loss_giou_dn_4: 0.3419 time: 1.1164 data_time: 0.0968 lr: 0.0001 max_mem: 43695M [05/20 22:13:16 d2.utils.events]: eta: 1 day, 16:37:46 iter: 92799 total_loss: 8.839 loss_class: 0.2379 loss_bbox: 0.1032 loss_giou: 0.3699 loss_class_0: 0.2675 loss_bbox_0: 0.1142 loss_giou_0: 0.392 loss_class_1: 0.2526 loss_bbox_1: 0.1081 loss_giou_1: 0.3816 loss_class_2: 0.2451 loss_bbox_2: 0.1075 loss_giou_2: 0.3773 loss_class_3: 0.2423 loss_bbox_3: 0.105 loss_giou_3: 0.3733 loss_class_4: 0.2383 loss_bbox_4: 0.1034 loss_giou_4: 0.3703 loss_class_enc: 0.281 loss_bbox_enc: 0.1236 loss_giou_enc: 0.4168 loss_class_dn: 0.04298 loss_bbox_dn: 0.1331 loss_giou_dn: 0.3523 loss_class_dn_0: 0.09568 loss_bbox_dn_0: 0.2145 loss_giou_dn_0: 0.499 loss_class_dn_1: 0.0642 loss_bbox_dn_1: 0.1581 loss_giou_dn_1: 0.3938 loss_class_dn_2: 0.05244 loss_bbox_dn_2: 0.1396 loss_giou_dn_2: 0.3637 loss_class_dn_3: 0.04794 loss_bbox_dn_3: 0.1341 loss_giou_dn_3: 0.3544 loss_class_dn_4: 0.0434 loss_bbox_dn_4: 0.1332 loss_giou_dn_4: 0.3522 time: 1.1164 data_time: 0.1047 lr: 0.0001 max_mem: 43695M [05/20 22:14:13 d2.utils.events]: eta: 1 day, 16:37:50 iter: 92849 total_loss: 8.677 loss_class: 0.2378 loss_bbox: 0.1033 loss_giou: 0.3584 loss_class_0: 0.267 loss_bbox_0: 0.1149 loss_giou_0: 0.3808 loss_class_1: 0.2532 loss_bbox_1: 0.1103 loss_giou_1: 0.3728 loss_class_2: 0.2437 loss_bbox_2: 0.1059 loss_giou_2: 0.3647 loss_class_3: 0.242 loss_bbox_3: 0.1045 loss_giou_3: 0.3613 loss_class_4: 0.2392 loss_bbox_4: 0.1031 loss_giou_4: 0.3598 loss_class_enc: 0.2837 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4082 loss_class_dn: 0.04621 loss_bbox_dn: 0.1319 loss_giou_dn: 0.341 loss_class_dn_0: 0.09838 loss_bbox_dn_0: 0.2118 loss_giou_dn_0: 0.4892 loss_class_dn_1: 0.07004 loss_bbox_dn_1: 0.1546 loss_giou_dn_1: 0.3833 loss_class_dn_2: 0.05625 loss_bbox_dn_2: 0.1373 loss_giou_dn_2: 0.3514 loss_class_dn_3: 0.05094 loss_bbox_dn_3: 0.1326 loss_giou_dn_3: 0.3427 loss_class_dn_4: 0.04733 loss_bbox_dn_4: 0.1319 loss_giou_dn_4: 0.341 time: 1.1164 data_time: 0.1037 lr: 0.0001 max_mem: 43695M [05/20 22:15:10 d2.utils.events]: eta: 1 day, 16:43:33 iter: 92899 total_loss: 8.756 loss_class: 0.2341 loss_bbox: 0.1051 loss_giou: 0.3671 loss_class_0: 0.2636 loss_bbox_0: 0.1167 loss_giou_0: 0.3916 loss_class_1: 0.25 loss_bbox_1: 0.1119 loss_giou_1: 0.3794 loss_class_2: 0.2414 loss_bbox_2: 0.1079 loss_giou_2: 0.3732 loss_class_3: 0.2395 loss_bbox_3: 0.1055 loss_giou_3: 0.3695 loss_class_4: 0.2365 loss_bbox_4: 0.1054 loss_giou_4: 0.3675 loss_class_enc: 0.2818 loss_bbox_enc: 0.1267 loss_giou_enc: 0.4112 loss_class_dn: 0.04404 loss_bbox_dn: 0.1325 loss_giou_dn: 0.353 loss_class_dn_0: 0.0956 loss_bbox_dn_0: 0.2157 loss_giou_dn_0: 0.5015 loss_class_dn_1: 0.06551 loss_bbox_dn_1: 0.1571 loss_giou_dn_1: 0.3937 loss_class_dn_2: 0.05346 loss_bbox_dn_2: 0.1374 loss_giou_dn_2: 0.3652 loss_class_dn_3: 0.04821 loss_bbox_dn_3: 0.1328 loss_giou_dn_3: 0.3553 loss_class_dn_4: 0.04503 loss_bbox_dn_4: 0.1325 loss_giou_dn_4: 0.3528 time: 1.1164 data_time: 0.0948 lr: 0.0001 max_mem: 43695M [05/20 22:16:06 d2.utils.events]: eta: 1 day, 16:40:26 iter: 92949 total_loss: 8.742 loss_class: 0.2448 loss_bbox: 0.1045 loss_giou: 0.3638 loss_class_0: 0.2669 loss_bbox_0: 0.1141 loss_giou_0: 0.3904 loss_class_1: 0.2558 loss_bbox_1: 0.11 loss_giou_1: 0.3738 loss_class_2: 0.2533 loss_bbox_2: 0.1066 loss_giou_2: 0.37 loss_class_3: 0.2477 loss_bbox_3: 0.1054 loss_giou_3: 0.3648 loss_class_4: 0.245 loss_bbox_4: 0.105 loss_giou_4: 0.3641 loss_class_enc: 0.2808 loss_bbox_enc: 0.1229 loss_giou_enc: 0.4138 loss_class_dn: 0.04456 loss_bbox_dn: 0.1321 loss_giou_dn: 0.3459 loss_class_dn_0: 0.0962 loss_bbox_dn_0: 0.2139 loss_giou_dn_0: 0.4965 loss_class_dn_1: 0.06752 loss_bbox_dn_1: 0.1543 loss_giou_dn_1: 0.3882 loss_class_dn_2: 0.05451 loss_bbox_dn_2: 0.138 loss_giou_dn_2: 0.3567 loss_class_dn_3: 0.04962 loss_bbox_dn_3: 0.1337 loss_giou_dn_3: 0.348 loss_class_dn_4: 0.04586 loss_bbox_dn_4: 0.1321 loss_giou_dn_4: 0.346 time: 1.1164 data_time: 0.1043 lr: 0.0001 max_mem: 43695M [05/20 22:17:02 d2.utils.events]: eta: 1 day, 16:41:30 iter: 92999 total_loss: 8.573 loss_class: 0.2334 loss_bbox: 0.1037 loss_giou: 0.3641 loss_class_0: 0.2599 loss_bbox_0: 0.1168 loss_giou_0: 0.3848 loss_class_1: 0.2465 loss_bbox_1: 0.1111 loss_giou_1: 0.375 loss_class_2: 0.2387 loss_bbox_2: 0.1065 loss_giou_2: 0.3703 loss_class_3: 0.2368 loss_bbox_3: 0.1052 loss_giou_3: 0.3664 loss_class_4: 0.2355 loss_bbox_4: 0.1037 loss_giou_4: 0.3644 loss_class_enc: 0.2772 loss_bbox_enc: 0.1265 loss_giou_enc: 0.4076 loss_class_dn: 0.04633 loss_bbox_dn: 0.1349 loss_giou_dn: 0.3358 loss_class_dn_0: 0.09756 loss_bbox_dn_0: 0.218 loss_giou_dn_0: 0.4926 loss_class_dn_1: 0.06805 loss_bbox_dn_1: 0.1581 loss_giou_dn_1: 0.3782 loss_class_dn_2: 0.05575 loss_bbox_dn_2: 0.1395 loss_giou_dn_2: 0.3461 loss_class_dn_3: 0.0513 loss_bbox_dn_3: 0.1353 loss_giou_dn_3: 0.3382 loss_class_dn_4: 0.04665 loss_bbox_dn_4: 0.135 loss_giou_dn_4: 0.3358 time: 1.1164 data_time: 0.1000 lr: 0.0001 max_mem: 43695M [05/20 22:17:59 d2.utils.events]: eta: 1 day, 16:38:30 iter: 93049 total_loss: 8.86 loss_class: 0.2384 loss_bbox: 0.1084 loss_giou: 0.3698 loss_class_0: 0.2691 loss_bbox_0: 0.1196 loss_giou_0: 0.3901 loss_class_1: 0.2535 loss_bbox_1: 0.1141 loss_giou_1: 0.3814 loss_class_2: 0.2463 loss_bbox_2: 0.1108 loss_giou_2: 0.3745 loss_class_3: 0.2406 loss_bbox_3: 0.1097 loss_giou_3: 0.371 loss_class_4: 0.2385 loss_bbox_4: 0.109 loss_giou_4: 0.3701 loss_class_enc: 0.2829 loss_bbox_enc: 0.1293 loss_giou_enc: 0.4149 loss_class_dn: 0.04429 loss_bbox_dn: 0.1383 loss_giou_dn: 0.3437 loss_class_dn_0: 0.09921 loss_bbox_dn_0: 0.2211 loss_giou_dn_0: 0.4983 loss_class_dn_1: 0.06698 loss_bbox_dn_1: 0.1583 loss_giou_dn_1: 0.3899 loss_class_dn_2: 0.05384 loss_bbox_dn_2: 0.1427 loss_giou_dn_2: 0.3563 loss_class_dn_3: 0.04895 loss_bbox_dn_3: 0.1397 loss_giou_dn_3: 0.3465 loss_class_dn_4: 0.04463 loss_bbox_dn_4: 0.1383 loss_giou_dn_4: 0.3435 time: 1.1164 data_time: 0.0987 lr: 0.0001 max_mem: 43695M [05/20 22:18:55 d2.utils.events]: eta: 1 day, 16:34:17 iter: 93099 total_loss: 8.555 loss_class: 0.2312 loss_bbox: 0.1016 loss_giou: 0.3612 loss_class_0: 0.2567 loss_bbox_0: 0.1122 loss_giou_0: 0.3771 loss_class_1: 0.246 loss_bbox_1: 0.1053 loss_giou_1: 0.3702 loss_class_2: 0.237 loss_bbox_2: 0.1027 loss_giou_2: 0.3631 loss_class_3: 0.2351 loss_bbox_3: 0.1007 loss_giou_3: 0.3611 loss_class_4: 0.2316 loss_bbox_4: 0.1005 loss_giou_4: 0.3612 loss_class_enc: 0.2721 loss_bbox_enc: 0.1233 loss_giou_enc: 0.4065 loss_class_dn: 0.04339 loss_bbox_dn: 0.1273 loss_giou_dn: 0.34 loss_class_dn_0: 0.09632 loss_bbox_dn_0: 0.2129 loss_giou_dn_0: 0.4887 loss_class_dn_1: 0.06496 loss_bbox_dn_1: 0.1499 loss_giou_dn_1: 0.3808 loss_class_dn_2: 0.05278 loss_bbox_dn_2: 0.1323 loss_giou_dn_2: 0.3513 loss_class_dn_3: 0.04744 loss_bbox_dn_3: 0.1283 loss_giou_dn_3: 0.3433 loss_class_dn_4: 0.0444 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3401 time: 1.1164 data_time: 0.0954 lr: 0.0001 max_mem: 43695M [05/20 22:19:52 d2.utils.events]: eta: 1 day, 16:32:19 iter: 93149 total_loss: 8.618 loss_class: 0.2313 loss_bbox: 0.1064 loss_giou: 0.3572 loss_class_0: 0.2626 loss_bbox_0: 0.1167 loss_giou_0: 0.3808 loss_class_1: 0.2489 loss_bbox_1: 0.1084 loss_giou_1: 0.3659 loss_class_2: 0.2421 loss_bbox_2: 0.106 loss_giou_2: 0.3616 loss_class_3: 0.237 loss_bbox_3: 0.1065 loss_giou_3: 0.3574 loss_class_4: 0.2335 loss_bbox_4: 0.1062 loss_giou_4: 0.3574 loss_class_enc: 0.2764 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4079 loss_class_dn: 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loss_giou_dn_0: 0.4909 loss_class_dn_1: 0.06488 loss_bbox_dn_1: 0.1579 loss_giou_dn_1: 0.3845 loss_class_dn_2: 0.05378 loss_bbox_dn_2: 0.1383 loss_giou_dn_2: 0.3527 loss_class_dn_3: 0.04928 loss_bbox_dn_3: 0.1334 loss_giou_dn_3: 0.3446 loss_class_dn_4: 0.04629 loss_bbox_dn_4: 0.133 loss_giou_dn_4: 0.3427 time: 1.1164 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/20 22:30:08 d2.utils.events]: eta: 1 day, 16:13:41 iter: 93699 total_loss: 8.772 loss_class: 0.2378 loss_bbox: 0.1059 loss_giou: 0.3696 loss_class_0: 0.2653 loss_bbox_0: 0.1184 loss_giou_0: 0.3894 loss_class_1: 0.2521 loss_bbox_1: 0.1119 loss_giou_1: 0.3782 loss_class_2: 0.2454 loss_bbox_2: 0.1081 loss_giou_2: 0.3742 loss_class_3: 0.2428 loss_bbox_3: 0.1069 loss_giou_3: 0.372 loss_class_4: 0.2405 loss_bbox_4: 0.1061 loss_giou_4: 0.3688 loss_class_enc: 0.2791 loss_bbox_enc: 0.1272 loss_giou_enc: 0.4115 loss_class_dn: 0.04539 loss_bbox_dn: 0.1308 loss_giou_dn: 0.3463 loss_class_dn_0: 0.09694 loss_bbox_dn_0: 0.2124 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23:24:36 d2.utils.events]: eta: 1 day, 15:19:58 iter: 96599 total_loss: 8.629 loss_class: 0.2373 loss_bbox: 0.1037 loss_giou: 0.3677 loss_class_0: 0.2665 loss_bbox_0: 0.1148 loss_giou_0: 0.3861 loss_class_1: 0.2515 loss_bbox_1: 0.1087 loss_giou_1: 0.3759 loss_class_2: 0.2426 loss_bbox_2: 0.1067 loss_giou_2: 0.3718 loss_class_3: 0.2411 loss_bbox_3: 0.1041 loss_giou_3: 0.3686 loss_class_4: 0.2383 loss_bbox_4: 0.1033 loss_giou_4: 0.3674 loss_class_enc: 0.2794 loss_bbox_enc: 0.1257 loss_giou_enc: 0.4071 loss_class_dn: 0.04228 loss_bbox_dn: 0.1276 loss_giou_dn: 0.3471 loss_class_dn_0: 0.09567 loss_bbox_dn_0: 0.2037 loss_giou_dn_0: 0.4902 loss_class_dn_1: 0.06423 loss_bbox_dn_1: 0.148 loss_giou_dn_1: 0.3877 loss_class_dn_2: 0.05151 loss_bbox_dn_2: 0.1322 loss_giou_dn_2: 0.3584 loss_class_dn_3: 0.04675 loss_bbox_dn_3: 0.1285 loss_giou_dn_3: 0.3495 loss_class_dn_4: 0.04331 loss_bbox_dn_4: 0.1277 loss_giou_dn_4: 0.3471 time: 1.1164 data_time: 0.0965 lr: 0.0001 max_mem: 43695M [05/20 23:25:32 d2.utils.events]: eta: 1 day, 15:20:11 iter: 96649 total_loss: 8.645 loss_class: 0.2394 loss_bbox: 0.1057 loss_giou: 0.3526 loss_class_0: 0.2718 loss_bbox_0: 0.1161 loss_giou_0: 0.3747 loss_class_1: 0.2564 loss_bbox_1: 0.1107 loss_giou_1: 0.366 loss_class_2: 0.2469 loss_bbox_2: 0.1078 loss_giou_2: 0.3597 loss_class_3: 0.2441 loss_bbox_3: 0.1066 loss_giou_3: 0.3561 loss_class_4: 0.2402 loss_bbox_4: 0.1056 loss_giou_4: 0.3523 loss_class_enc: 0.2861 loss_bbox_enc: 0.13 loss_giou_enc: 0.3965 loss_class_dn: 0.04853 loss_bbox_dn: 0.1324 loss_giou_dn: 0.3383 loss_class_dn_0: 0.09811 loss_bbox_dn_0: 0.2212 loss_giou_dn_0: 0.4872 loss_class_dn_1: 0.06699 loss_bbox_dn_1: 0.1582 loss_giou_dn_1: 0.3775 loss_class_dn_2: 0.05611 loss_bbox_dn_2: 0.1388 loss_giou_dn_2: 0.3478 loss_class_dn_3: 0.05244 loss_bbox_dn_3: 0.134 loss_giou_dn_3: 0.3408 loss_class_dn_4: 0.04965 loss_bbox_dn_4: 0.1324 loss_giou_dn_4: 0.3383 time: 1.1164 data_time: 0.1039 lr: 0.0001 max_mem: 43695M [05/20 23:26:28 d2.utils.events]: eta: 1 day, 15:17:49 iter: 96699 total_loss: 8.575 loss_class: 0.2271 loss_bbox: 0.1033 loss_giou: 0.3628 loss_class_0: 0.2576 loss_bbox_0: 0.1172 loss_giou_0: 0.3838 loss_class_1: 0.2419 loss_bbox_1: 0.1096 loss_giou_1: 0.3725 loss_class_2: 0.2337 loss_bbox_2: 0.1054 loss_giou_2: 0.3677 loss_class_3: 0.2314 loss_bbox_3: 0.1046 loss_giou_3: 0.3641 loss_class_4: 0.2279 loss_bbox_4: 0.1037 loss_giou_4: 0.3639 loss_class_enc: 0.2702 loss_bbox_enc: 0.128 loss_giou_enc: 0.4109 loss_class_dn: 0.0434 loss_bbox_dn: 0.1289 loss_giou_dn: 0.3362 loss_class_dn_0: 0.09348 loss_bbox_dn_0: 0.2099 loss_giou_dn_0: 0.4861 loss_class_dn_1: 0.0633 loss_bbox_dn_1: 0.1531 loss_giou_dn_1: 0.3769 loss_class_dn_2: 0.05115 loss_bbox_dn_2: 0.1342 loss_giou_dn_2: 0.3466 loss_class_dn_3: 0.04705 loss_bbox_dn_3: 0.1301 loss_giou_dn_3: 0.338 loss_class_dn_4: 0.04421 loss_bbox_dn_4: 0.1289 loss_giou_dn_4: 0.3359 time: 1.1164 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/20 23:27:25 d2.utils.events]: eta: 1 day, 15:17:30 iter: 96749 total_loss: 8.653 loss_class: 0.2367 loss_bbox: 0.1021 loss_giou: 0.3628 loss_class_0: 0.2663 loss_bbox_0: 0.1151 loss_giou_0: 0.3887 loss_class_1: 0.2532 loss_bbox_1: 0.1078 loss_giou_1: 0.3733 loss_class_2: 0.2423 loss_bbox_2: 0.1046 loss_giou_2: 0.3688 loss_class_3: 0.2397 loss_bbox_3: 0.1035 loss_giou_3: 0.3645 loss_class_4: 0.2361 loss_bbox_4: 0.1021 loss_giou_4: 0.3633 loss_class_enc: 0.2806 loss_bbox_enc: 0.1256 loss_giou_enc: 0.4103 loss_class_dn: 0.04247 loss_bbox_dn: 0.1277 loss_giou_dn: 0.3428 loss_class_dn_0: 0.09574 loss_bbox_dn_0: 0.2112 loss_giou_dn_0: 0.5003 loss_class_dn_1: 0.06407 loss_bbox_dn_1: 0.1539 loss_giou_dn_1: 0.3898 loss_class_dn_2: 0.05195 loss_bbox_dn_2: 0.1341 loss_giou_dn_2: 0.3565 loss_class_dn_3: 0.04667 loss_bbox_dn_3: 0.1303 loss_giou_dn_3: 0.3466 loss_class_dn_4: 0.04367 loss_bbox_dn_4: 0.1277 loss_giou_dn_4: 0.343 time: 1.1164 data_time: 0.0961 lr: 0.0001 max_mem: 43695M [05/20 23:28:21 d2.utils.events]: eta: 1 day, 15:12:56 iter: 96799 total_loss: 8.593 loss_class: 0.2321 loss_bbox: 0.1062 loss_giou: 0.3666 loss_class_0: 0.2598 loss_bbox_0: 0.1185 loss_giou_0: 0.383 loss_class_1: 0.2445 loss_bbox_1: 0.1109 loss_giou_1: 0.3754 loss_class_2: 0.237 loss_bbox_2: 0.1078 loss_giou_2: 0.3702 loss_class_3: 0.2358 loss_bbox_3: 0.1061 loss_giou_3: 0.3692 loss_class_4: 0.2341 loss_bbox_4: 0.1058 loss_giou_4: 0.367 loss_class_enc: 0.2727 loss_bbox_enc: 0.1305 loss_giou_enc: 0.4074 loss_class_dn: 0.04077 loss_bbox_dn: 0.1325 loss_giou_dn: 0.3392 loss_class_dn_0: 0.09257 loss_bbox_dn_0: 0.2196 loss_giou_dn_0: 0.4914 loss_class_dn_1: 0.0614 loss_bbox_dn_1: 0.1545 loss_giou_dn_1: 0.3796 loss_class_dn_2: 0.04967 loss_bbox_dn_2: 0.1378 loss_giou_dn_2: 0.351 loss_class_dn_3: 0.04497 loss_bbox_dn_3: 0.1337 loss_giou_dn_3: 0.3413 loss_class_dn_4: 0.04202 loss_bbox_dn_4: 0.1326 loss_giou_dn_4: 0.3391 time: 1.1164 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/20 23:29:18 d2.utils.events]: eta: 1 day, 15:10:57 iter: 96849 total_loss: 8.881 loss_class: 0.2329 loss_bbox: 0.103 loss_giou: 0.3665 loss_class_0: 0.2637 loss_bbox_0: 0.1149 loss_giou_0: 0.3902 loss_class_1: 0.249 loss_bbox_1: 0.1094 loss_giou_1: 0.3795 loss_class_2: 0.2404 loss_bbox_2: 0.1066 loss_giou_2: 0.3747 loss_class_3: 0.2382 loss_bbox_3: 0.1044 loss_giou_3: 0.3699 loss_class_4: 0.2352 loss_bbox_4: 0.1031 loss_giou_4: 0.3669 loss_class_enc: 0.2774 loss_bbox_enc: 0.1255 loss_giou_enc: 0.4128 loss_class_dn: 0.04107 loss_bbox_dn: 0.1312 loss_giou_dn: 0.3483 loss_class_dn_0: 0.09486 loss_bbox_dn_0: 0.2143 loss_giou_dn_0: 0.5066 loss_class_dn_1: 0.06391 loss_bbox_dn_1: 0.1513 loss_giou_dn_1: 0.3912 loss_class_dn_2: 0.05207 loss_bbox_dn_2: 0.1356 loss_giou_dn_2: 0.3612 loss_class_dn_3: 0.04625 loss_bbox_dn_3: 0.1317 loss_giou_dn_3: 0.351 loss_class_dn_4: 0.04326 loss_bbox_dn_4: 0.1312 loss_giou_dn_4: 0.3483 time: 1.1164 data_time: 0.0901 lr: 0.0001 max_mem: 43695M [05/20 23:30:15 d2.utils.events]: eta: 1 day, 15:09:33 iter: 96899 total_loss: 8.744 loss_class: 0.2378 loss_bbox: 0.1081 loss_giou: 0.3625 loss_class_0: 0.269 loss_bbox_0: 0.1193 loss_giou_0: 0.3849 loss_class_1: 0.2526 loss_bbox_1: 0.1126 loss_giou_1: 0.3766 loss_class_2: 0.2453 loss_bbox_2: 0.1095 loss_giou_2: 0.3696 loss_class_3: 0.2417 loss_bbox_3: 0.1086 loss_giou_3: 0.3639 loss_class_4: 0.24 loss_bbox_4: 0.1079 loss_giou_4: 0.362 loss_class_enc: 0.2793 loss_bbox_enc: 0.1306 loss_giou_enc: 0.407 loss_class_dn: 0.04459 loss_bbox_dn: 0.1329 loss_giou_dn: 0.3434 loss_class_dn_0: 0.1023 loss_bbox_dn_0: 0.2159 loss_giou_dn_0: 0.4967 loss_class_dn_1: 0.0714 loss_bbox_dn_1: 0.1579 loss_giou_dn_1: 0.3861 loss_class_dn_2: 0.05593 loss_bbox_dn_2: 0.1374 loss_giou_dn_2: 0.3542 loss_class_dn_3: 0.04982 loss_bbox_dn_3: 0.1336 loss_giou_dn_3: 0.3465 loss_class_dn_4: 0.04579 loss_bbox_dn_4: 0.1329 loss_giou_dn_4: 0.3435 time: 1.1164 data_time: 0.1027 lr: 0.0001 max_mem: 43695M [05/20 23:31:11 d2.utils.events]: eta: 1 day, 15:09:51 iter: 96949 total_loss: 8.523 loss_class: 0.235 loss_bbox: 0.105 loss_giou: 0.3573 loss_class_0: 0.2621 loss_bbox_0: 0.1174 loss_giou_0: 0.3774 loss_class_1: 0.2493 loss_bbox_1: 0.1097 loss_giou_1: 0.3652 loss_class_2: 0.2418 loss_bbox_2: 0.1076 loss_giou_2: 0.3625 loss_class_3: 0.2395 loss_bbox_3: 0.1055 loss_giou_3: 0.3583 loss_class_4: 0.2371 loss_bbox_4: 0.1052 loss_giou_4: 0.3566 loss_class_enc: 0.2763 loss_bbox_enc: 0.1234 loss_giou_enc: 0.4023 loss_class_dn: 0.04293 loss_bbox_dn: 0.1299 loss_giou_dn: 0.3352 loss_class_dn_0: 0.09481 loss_bbox_dn_0: 0.214 loss_giou_dn_0: 0.4836 loss_class_dn_1: 0.06373 loss_bbox_dn_1: 0.1523 loss_giou_dn_1: 0.3733 loss_class_dn_2: 0.0514 loss_bbox_dn_2: 0.1359 loss_giou_dn_2: 0.3441 loss_class_dn_3: 0.04623 loss_bbox_dn_3: 0.1317 loss_giou_dn_3: 0.3368 loss_class_dn_4: 0.04391 loss_bbox_dn_4: 0.1299 loss_giou_dn_4: 0.3352 time: 1.1164 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/20 23:32:07 d2.utils.events]: eta: 1 day, 15:09:55 iter: 96999 total_loss: 8.723 loss_class: 0.2343 loss_bbox: 0.1072 loss_giou: 0.3666 loss_class_0: 0.2585 loss_bbox_0: 0.1142 loss_giou_0: 0.3856 loss_class_1: 0.2467 loss_bbox_1: 0.1093 loss_giou_1: 0.3761 loss_class_2: 0.2384 loss_bbox_2: 0.1077 loss_giou_2: 0.3701 loss_class_3: 0.2368 loss_bbox_3: 0.1065 loss_giou_3: 0.3677 loss_class_4: 0.2361 loss_bbox_4: 0.1051 loss_giou_4: 0.3665 loss_class_enc: 0.2768 loss_bbox_enc: 0.1273 loss_giou_enc: 0.4082 loss_class_dn: 0.04496 loss_bbox_dn: 0.1317 loss_giou_dn: 0.3372 loss_class_dn_0: 0.09857 loss_bbox_dn_0: 0.2129 loss_giou_dn_0: 0.4935 loss_class_dn_1: 0.06873 loss_bbox_dn_1: 0.1571 loss_giou_dn_1: 0.3784 loss_class_dn_2: 0.05511 loss_bbox_dn_2: 0.1376 loss_giou_dn_2: 0.3484 loss_class_dn_3: 0.04978 loss_bbox_dn_3: 0.1323 loss_giou_dn_3: 0.3397 loss_class_dn_4: 0.04651 loss_bbox_dn_4: 0.1317 loss_giou_dn_4: 0.3372 time: 1.1164 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/20 23:33:03 d2.utils.events]: eta: 1 day, 15:07:37 iter: 97049 total_loss: 8.95 loss_class: 0.2374 loss_bbox: 0.11 loss_giou: 0.3795 loss_class_0: 0.2665 loss_bbox_0: 0.1201 loss_giou_0: 0.403 loss_class_1: 0.2515 loss_bbox_1: 0.1137 loss_giou_1: 0.3915 loss_class_2: 0.2476 loss_bbox_2: 0.1122 loss_giou_2: 0.3855 loss_class_3: 0.2427 loss_bbox_3: 0.1109 loss_giou_3: 0.3811 loss_class_4: 0.2384 loss_bbox_4: 0.1099 loss_giou_4: 0.3792 loss_class_enc: 0.281 loss_bbox_enc: 0.1307 loss_giou_enc: 0.4277 loss_class_dn: 0.04492 loss_bbox_dn: 0.1352 loss_giou_dn: 0.3548 loss_class_dn_0: 0.09795 loss_bbox_dn_0: 0.2205 loss_giou_dn_0: 0.5063 loss_class_dn_1: 0.06761 loss_bbox_dn_1: 0.1566 loss_giou_dn_1: 0.398 loss_class_dn_2: 0.05481 loss_bbox_dn_2: 0.1409 loss_giou_dn_2: 0.366 loss_class_dn_3: 0.05013 loss_bbox_dn_3: 0.1366 loss_giou_dn_3: 0.3563 loss_class_dn_4: 0.04625 loss_bbox_dn_4: 0.1352 loss_giou_dn_4: 0.3548 time: 1.1164 data_time: 0.1049 lr: 0.0001 max_mem: 43695M [05/20 23:34:00 d2.utils.events]: eta: 1 day, 15:08:28 iter: 97099 total_loss: 8.802 loss_class: 0.2417 loss_bbox: 0.1077 loss_giou: 0.3676 loss_class_0: 0.2691 loss_bbox_0: 0.1185 loss_giou_0: 0.3833 loss_class_1: 0.2577 loss_bbox_1: 0.1135 loss_giou_1: 0.3714 loss_class_2: 0.2475 loss_bbox_2: 0.1104 loss_giou_2: 0.368 loss_class_3: 0.2447 loss_bbox_3: 0.1088 loss_giou_3: 0.3676 loss_class_4: 0.2418 loss_bbox_4: 0.1078 loss_giou_4: 0.3679 loss_class_enc: 0.2806 loss_bbox_enc: 0.1309 loss_giou_enc: 0.4061 loss_class_dn: 0.04433 loss_bbox_dn: 0.1347 loss_giou_dn: 0.341 loss_class_dn_0: 0.09633 loss_bbox_dn_0: 0.217 loss_giou_dn_0: 0.4939 loss_class_dn_1: 0.06475 loss_bbox_dn_1: 0.1568 loss_giou_dn_1: 0.388 loss_class_dn_2: 0.05391 loss_bbox_dn_2: 0.1394 loss_giou_dn_2: 0.3525 loss_class_dn_3: 0.04878 loss_bbox_dn_3: 0.1356 loss_giou_dn_3: 0.3428 loss_class_dn_4: 0.04551 loss_bbox_dn_4: 0.1347 loss_giou_dn_4: 0.341 time: 1.1164 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/20 23:34:58 d2.utils.events]: eta: 1 day, 15:08:11 iter: 97149 total_loss: 8.748 loss_class: 0.2337 loss_bbox: 0.1041 loss_giou: 0.3701 loss_class_0: 0.2679 loss_bbox_0: 0.1141 loss_giou_0: 0.3899 loss_class_1: 0.2511 loss_bbox_1: 0.1088 loss_giou_1: 0.3799 loss_class_2: 0.2406 loss_bbox_2: 0.1069 loss_giou_2: 0.3751 loss_class_3: 0.2399 loss_bbox_3: 0.1047 loss_giou_3: 0.3711 loss_class_4: 0.2345 loss_bbox_4: 0.1048 loss_giou_4: 0.3706 loss_class_enc: 0.2791 loss_bbox_enc: 0.1264 loss_giou_enc: 0.4135 loss_class_dn: 0.04109 loss_bbox_dn: 0.1295 loss_giou_dn: 0.3447 loss_class_dn_0: 0.09279 loss_bbox_dn_0: 0.2115 loss_giou_dn_0: 0.4964 loss_class_dn_1: 0.06345 loss_bbox_dn_1: 0.1555 loss_giou_dn_1: 0.3904 loss_class_dn_2: 0.05117 loss_bbox_dn_2: 0.1348 loss_giou_dn_2: 0.3547 loss_class_dn_3: 0.04556 loss_bbox_dn_3: 0.1309 loss_giou_dn_3: 0.3468 loss_class_dn_4: 0.04224 loss_bbox_dn_4: 0.1295 loss_giou_dn_4: 0.3447 time: 1.1164 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/20 23:35:54 d2.utils.events]: eta: 1 day, 15:06:37 iter: 97199 total_loss: 8.74 loss_class: 0.2361 loss_bbox: 0.103 loss_giou: 0.3642 loss_class_0: 0.2637 loss_bbox_0: 0.1129 loss_giou_0: 0.3886 loss_class_1: 0.2519 loss_bbox_1: 0.1084 loss_giou_1: 0.3757 loss_class_2: 0.2442 loss_bbox_2: 0.1045 loss_giou_2: 0.369 loss_class_3: 0.2395 loss_bbox_3: 0.1034 loss_giou_3: 0.3658 loss_class_4: 0.2366 loss_bbox_4: 0.1029 loss_giou_4: 0.3647 loss_class_enc: 0.2803 loss_bbox_enc: 0.1258 loss_giou_enc: 0.4098 loss_class_dn: 0.04503 loss_bbox_dn: 0.1275 loss_giou_dn: 0.3426 loss_class_dn_0: 0.09756 loss_bbox_dn_0: 0.2194 loss_giou_dn_0: 0.503 loss_class_dn_1: 0.06645 loss_bbox_dn_1: 0.1526 loss_giou_dn_1: 0.388 loss_class_dn_2: 0.05421 loss_bbox_dn_2: 0.1333 loss_giou_dn_2: 0.3565 loss_class_dn_3: 0.04949 loss_bbox_dn_3: 0.129 loss_giou_dn_3: 0.3443 loss_class_dn_4: 0.04642 loss_bbox_dn_4: 0.1275 loss_giou_dn_4: 0.3421 time: 1.1164 data_time: 0.1119 lr: 0.0001 max_mem: 43695M [05/20 23:36:51 d2.utils.events]: eta: 1 day, 15:06:43 iter: 97249 total_loss: 8.704 loss_class: 0.2352 loss_bbox: 0.1047 loss_giou: 0.3663 loss_class_0: 0.2673 loss_bbox_0: 0.1149 loss_giou_0: 0.3852 loss_class_1: 0.249 loss_bbox_1: 0.1078 loss_giou_1: 0.3749 loss_class_2: 0.2429 loss_bbox_2: 0.1057 loss_giou_2: 0.3695 loss_class_3: 0.2391 loss_bbox_3: 0.1042 loss_giou_3: 0.3683 loss_class_4: 0.236 loss_bbox_4: 0.1042 loss_giou_4: 0.3672 loss_class_enc: 0.2753 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4105 loss_class_dn: 0.04283 loss_bbox_dn: 0.1305 loss_giou_dn: 0.3434 loss_class_dn_0: 0.09475 loss_bbox_dn_0: 0.2114 loss_giou_dn_0: 0.4952 loss_class_dn_1: 0.06472 loss_bbox_dn_1: 0.1528 loss_giou_dn_1: 0.384 loss_class_dn_2: 0.05329 loss_bbox_dn_2: 0.1365 loss_giou_dn_2: 0.3541 loss_class_dn_3: 0.04852 loss_bbox_dn_3: 0.1318 loss_giou_dn_3: 0.346 loss_class_dn_4: 0.04442 loss_bbox_dn_4: 0.1305 loss_giou_dn_4: 0.3433 time: 1.1164 data_time: 0.0992 lr: 0.0001 max_mem: 43695M [05/20 23:37:47 d2.utils.events]: eta: 1 day, 15:04:47 iter: 97299 total_loss: 8.678 loss_class: 0.2311 loss_bbox: 0.1052 loss_giou: 0.3614 loss_class_0: 0.2574 loss_bbox_0: 0.1143 loss_giou_0: 0.3808 loss_class_1: 0.2453 loss_bbox_1: 0.109 loss_giou_1: 0.371 loss_class_2: 0.2385 loss_bbox_2: 0.1083 loss_giou_2: 0.3683 loss_class_3: 0.2349 loss_bbox_3: 0.1051 loss_giou_3: 0.3627 loss_class_4: 0.2327 loss_bbox_4: 0.1052 loss_giou_4: 0.3621 loss_class_enc: 0.2742 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4047 loss_class_dn: 0.04415 loss_bbox_dn: 0.1328 loss_giou_dn: 0.3423 loss_class_dn_0: 0.09498 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.4941 loss_class_dn_1: 0.06407 loss_bbox_dn_1: 0.1575 loss_giou_dn_1: 0.3866 loss_class_dn_2: 0.05275 loss_bbox_dn_2: 0.1382 loss_giou_dn_2: 0.3529 loss_class_dn_3: 0.04825 loss_bbox_dn_3: 0.1345 loss_giou_dn_3: 0.3434 loss_class_dn_4: 0.04475 loss_bbox_dn_4: 0.1328 loss_giou_dn_4: 0.3423 time: 1.1164 data_time: 0.0992 lr: 0.0001 max_mem: 43695M [05/20 23:38:42 d2.utils.events]: eta: 1 day, 15:02:20 iter: 97349 total_loss: 8.618 loss_class: 0.236 loss_bbox: 0.1045 loss_giou: 0.3607 loss_class_0: 0.267 loss_bbox_0: 0.1159 loss_giou_0: 0.379 loss_class_1: 0.2535 loss_bbox_1: 0.1086 loss_giou_1: 0.3667 loss_class_2: 0.2432 loss_bbox_2: 0.1056 loss_giou_2: 0.3638 loss_class_3: 0.2401 loss_bbox_3: 0.1046 loss_giou_3: 0.3613 loss_class_4: 0.2353 loss_bbox_4: 0.1044 loss_giou_4: 0.3601 loss_class_enc: 0.2814 loss_bbox_enc: 0.1286 loss_giou_enc: 0.4049 loss_class_dn: 0.04221 loss_bbox_dn: 0.1325 loss_giou_dn: 0.3355 loss_class_dn_0: 0.09451 loss_bbox_dn_0: 0.2159 loss_giou_dn_0: 0.4856 loss_class_dn_1: 0.06631 loss_bbox_dn_1: 0.1559 loss_giou_dn_1: 0.3795 loss_class_dn_2: 0.05209 loss_bbox_dn_2: 0.1385 loss_giou_dn_2: 0.3468 loss_class_dn_3: 0.04671 loss_bbox_dn_3: 0.1343 loss_giou_dn_3: 0.3385 loss_class_dn_4: 0.04307 loss_bbox_dn_4: 0.1324 loss_giou_dn_4: 0.3355 time: 1.1164 data_time: 0.1024 lr: 0.0001 max_mem: 43695M [05/20 23:39:39 d2.utils.events]: eta: 1 day, 15:01:12 iter: 97399 total_loss: 8.719 loss_class: 0.235 loss_bbox: 0.1041 loss_giou: 0.3735 loss_class_0: 0.2624 loss_bbox_0: 0.1154 loss_giou_0: 0.3932 loss_class_1: 0.2493 loss_bbox_1: 0.1085 loss_giou_1: 0.3869 loss_class_2: 0.2409 loss_bbox_2: 0.107 loss_giou_2: 0.3798 loss_class_3: 0.2387 loss_bbox_3: 0.1041 loss_giou_3: 0.3743 loss_class_4: 0.2365 loss_bbox_4: 0.104 loss_giou_4: 0.3743 loss_class_enc: 0.2768 loss_bbox_enc: 0.1266 loss_giou_enc: 0.4199 loss_class_dn: 0.04083 loss_bbox_dn: 0.1284 loss_giou_dn: 0.3441 loss_class_dn_0: 0.09445 loss_bbox_dn_0: 0.2099 loss_giou_dn_0: 0.5006 loss_class_dn_1: 0.06427 loss_bbox_dn_1: 0.1513 loss_giou_dn_1: 0.3877 loss_class_dn_2: 0.05028 loss_bbox_dn_2: 0.1334 loss_giou_dn_2: 0.3551 loss_class_dn_3: 0.04473 loss_bbox_dn_3: 0.1294 loss_giou_dn_3: 0.3462 loss_class_dn_4: 0.04224 loss_bbox_dn_4: 0.1284 loss_giou_dn_4: 0.344 time: 1.1164 data_time: 0.0954 lr: 0.0001 max_mem: 43695M [05/20 23:40:34 d2.utils.events]: eta: 1 day, 14:58:43 iter: 97449 total_loss: 8.377 loss_class: 0.2288 loss_bbox: 0.09965 loss_giou: 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loss_giou_0: 0.3825 loss_class_1: 0.2477 loss_bbox_1: 0.1104 loss_giou_1: 0.3685 loss_class_2: 0.2397 loss_bbox_2: 0.1091 loss_giou_2: 0.3634 loss_class_3: 0.2377 loss_bbox_3: 0.1055 loss_giou_3: 0.3588 loss_class_4: 0.2335 loss_bbox_4: 0.1059 loss_giou_4: 0.3567 loss_class_enc: 0.277 loss_bbox_enc: 0.13 loss_giou_enc: 0.4062 loss_class_dn: 0.04454 loss_bbox_dn: 0.1344 loss_giou_dn: 0.3451 loss_class_dn_0: 0.09525 loss_bbox_dn_0: 0.2195 loss_giou_dn_0: 0.4985 loss_class_dn_1: 0.06582 loss_bbox_dn_1: 0.1601 loss_giou_dn_1: 0.3913 loss_class_dn_2: 0.05441 loss_bbox_dn_2: 0.1404 loss_giou_dn_2: 0.3567 loss_class_dn_3: 0.0498 loss_bbox_dn_3: 0.1357 loss_giou_dn_3: 0.3471 loss_class_dn_4: 0.04581 loss_bbox_dn_4: 0.1342 loss_giou_dn_4: 0.3451 time: 1.1164 data_time: 0.1002 lr: 0.0001 max_mem: 43695M [05/20 23:47:08 d2.utils.events]: eta: 1 day, 14:52:45 iter: 97799 total_loss: 8.647 loss_class: 0.2337 loss_bbox: 0.1033 loss_giou: 0.3709 loss_class_0: 0.2615 loss_bbox_0: 0.1135 loss_giou_0: 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loss_giou_2: 0.3636 loss_class_3: 0.2337 loss_bbox_3: 0.1037 loss_giou_3: 0.3605 loss_class_4: 0.2312 loss_bbox_4: 0.1031 loss_giou_4: 0.3569 loss_class_enc: 0.2716 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4056 loss_class_dn: 0.04152 loss_bbox_dn: 0.127 loss_giou_dn: 0.3351 loss_class_dn_0: 0.097 loss_bbox_dn_0: 0.207 loss_giou_dn_0: 0.4871 loss_class_dn_1: 0.06575 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3762 loss_class_dn_2: 0.05221 loss_bbox_dn_2: 0.1324 loss_giou_dn_2: 0.3463 loss_class_dn_3: 0.04647 loss_bbox_dn_3: 0.1287 loss_giou_dn_3: 0.3367 loss_class_dn_4: 0.04301 loss_bbox_dn_4: 0.127 loss_giou_dn_4: 0.3347 time: 1.1164 data_time: 0.0943 lr: 0.0001 max_mem: 43695M [05/20 23:59:25 d2.utils.events]: eta: 1 day, 14:39:30 iter: 98449 total_loss: 8.622 loss_class: 0.2364 loss_bbox: 0.1034 loss_giou: 0.3548 loss_class_0: 0.2659 loss_bbox_0: 0.117 loss_giou_0: 0.3761 loss_class_1: 0.2492 loss_bbox_1: 0.1102 loss_giou_1: 0.3655 loss_class_2: 0.2434 loss_bbox_2: 0.1056 loss_giou_2: 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loss_class_3: 0.2364 loss_bbox_3: 0.103 loss_giou_3: 0.3593 loss_class_4: 0.2325 loss_bbox_4: 0.102 loss_giou_4: 0.3568 loss_class_enc: 0.2734 loss_bbox_enc: 0.1263 loss_giou_enc: 0.4032 loss_class_dn: 0.04089 loss_bbox_dn: 0.1285 loss_giou_dn: 0.3456 loss_class_dn_0: 0.09345 loss_bbox_dn_0: 0.2119 loss_giou_dn_0: 0.491 loss_class_dn_1: 0.06334 loss_bbox_dn_1: 0.1535 loss_giou_dn_1: 0.3865 loss_class_dn_2: 0.05026 loss_bbox_dn_2: 0.1341 loss_giou_dn_2: 0.3565 loss_class_dn_3: 0.04571 loss_bbox_dn_3: 0.1295 loss_giou_dn_3: 0.348 loss_class_dn_4: 0.0414 loss_bbox_dn_4: 0.1285 loss_giou_dn_4: 0.3454 time: 1.1164 data_time: 0.1000 lr: 0.0001 max_mem: 43695M [05/21 00:02:13 d2.utils.events]: eta: 1 day, 14:37:14 iter: 98599 total_loss: 8.586 loss_class: 0.2414 loss_bbox: 0.1043 loss_giou: 0.3601 loss_class_0: 0.2682 loss_bbox_0: 0.1156 loss_giou_0: 0.3754 loss_class_1: 0.2544 loss_bbox_1: 0.1085 loss_giou_1: 0.3677 loss_class_2: 0.2467 loss_bbox_2: 0.1054 loss_giou_2: 0.3629 loss_class_3: 0.2457 loss_bbox_3: 0.1042 loss_giou_3: 0.3618 loss_class_4: 0.2422 loss_bbox_4: 0.1042 loss_giou_4: 0.3599 loss_class_enc: 0.2816 loss_bbox_enc: 0.1271 loss_giou_enc: 0.3991 loss_class_dn: 0.04377 loss_bbox_dn: 0.1307 loss_giou_dn: 0.3328 loss_class_dn_0: 0.0966 loss_bbox_dn_0: 0.2124 loss_giou_dn_0: 0.4883 loss_class_dn_1: 0.06585 loss_bbox_dn_1: 0.1563 loss_giou_dn_1: 0.3742 loss_class_dn_2: 0.05355 loss_bbox_dn_2: 0.1369 loss_giou_dn_2: 0.3425 loss_class_dn_3: 0.04864 loss_bbox_dn_3: 0.1321 loss_giou_dn_3: 0.3349 loss_class_dn_4: 0.04568 loss_bbox_dn_4: 0.1307 loss_giou_dn_4: 0.3328 time: 1.1164 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/21 00:03:10 d2.utils.events]: eta: 1 day, 14:36:52 iter: 98649 total_loss: 8.84 loss_class: 0.2351 loss_bbox: 0.1068 loss_giou: 0.3689 loss_class_0: 0.2596 loss_bbox_0: 0.1204 loss_giou_0: 0.3923 loss_class_1: 0.2469 loss_bbox_1: 0.1152 loss_giou_1: 0.3804 loss_class_2: 0.2414 loss_bbox_2: 0.1103 loss_giou_2: 0.3725 loss_class_3: 0.2395 loss_bbox_3: 0.1075 loss_giou_3: 0.3692 loss_class_4: 0.2362 loss_bbox_4: 0.1069 loss_giou_4: 0.3693 loss_class_enc: 0.278 loss_bbox_enc: 0.1302 loss_giou_enc: 0.4157 loss_class_dn: 0.04293 loss_bbox_dn: 0.1349 loss_giou_dn: 0.3509 loss_class_dn_0: 0.09391 loss_bbox_dn_0: 0.2271 loss_giou_dn_0: 0.5037 loss_class_dn_1: 0.06496 loss_bbox_dn_1: 0.1605 loss_giou_dn_1: 0.3945 loss_class_dn_2: 0.05135 loss_bbox_dn_2: 0.1415 loss_giou_dn_2: 0.3626 loss_class_dn_3: 0.04708 loss_bbox_dn_3: 0.1364 loss_giou_dn_3: 0.3526 loss_class_dn_4: 0.0439 loss_bbox_dn_4: 0.1349 loss_giou_dn_4: 0.3507 time: 1.1164 data_time: 0.0927 lr: 0.0001 max_mem: 43695M [05/21 00:04:05 d2.utils.events]: eta: 1 day, 14:32:53 iter: 98699 total_loss: 8.639 loss_class: 0.2376 loss_bbox: 0.1045 loss_giou: 0.3658 loss_class_0: 0.2659 loss_bbox_0: 0.1155 loss_giou_0: 0.3879 loss_class_1: 0.252 loss_bbox_1: 0.11 loss_giou_1: 0.3746 loss_class_2: 0.2449 loss_bbox_2: 0.1062 loss_giou_2: 0.3704 loss_class_3: 0.2435 loss_bbox_3: 0.1044 loss_giou_3: 0.3673 loss_class_4: 0.2382 loss_bbox_4: 0.1043 loss_giou_4: 0.3662 loss_class_enc: 0.2758 loss_bbox_enc: 0.1252 loss_giou_enc: 0.4093 loss_class_dn: 0.04251 loss_bbox_dn: 0.1323 loss_giou_dn: 0.3365 loss_class_dn_0: 0.09537 loss_bbox_dn_0: 0.2104 loss_giou_dn_0: 0.4883 loss_class_dn_1: 0.06472 loss_bbox_dn_1: 0.1558 loss_giou_dn_1: 0.3811 loss_class_dn_2: 0.05203 loss_bbox_dn_2: 0.1378 loss_giou_dn_2: 0.3492 loss_class_dn_3: 0.04649 loss_bbox_dn_3: 0.1331 loss_giou_dn_3: 0.3391 loss_class_dn_4: 0.04354 loss_bbox_dn_4: 0.1323 loss_giou_dn_4: 0.3363 time: 1.1164 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 00:05:03 d2.utils.events]: eta: 1 day, 14:31:48 iter: 98749 total_loss: 8.676 loss_class: 0.2332 loss_bbox: 0.102 loss_giou: 0.3634 loss_class_0: 0.2596 loss_bbox_0: 0.1136 loss_giou_0: 0.3853 loss_class_1: 0.2459 loss_bbox_1: 0.1085 loss_giou_1: 0.3745 loss_class_2: 0.2399 loss_bbox_2: 0.1052 loss_giou_2: 0.3676 loss_class_3: 0.2377 loss_bbox_3: 0.1043 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loss_giou_3: 0.3543 loss_class_4: 0.2315 loss_bbox_4: 0.1051 loss_giou_4: 0.3523 loss_class_enc: 0.2727 loss_bbox_enc: 0.1286 loss_giou_enc: 0.3963 loss_class_dn: 0.04287 loss_bbox_dn: 0.1285 loss_giou_dn: 0.3299 loss_class_dn_0: 0.09342 loss_bbox_dn_0: 0.215 loss_giou_dn_0: 0.4855 loss_class_dn_1: 0.0635 loss_bbox_dn_1: 0.1526 loss_giou_dn_1: 0.3749 loss_class_dn_2: 0.05233 loss_bbox_dn_2: 0.1342 loss_giou_dn_2: 0.344 loss_class_dn_3: 0.04661 loss_bbox_dn_3: 0.1296 loss_giou_dn_3: 0.3326 loss_class_dn_4: 0.04327 loss_bbox_dn_4: 0.1285 loss_giou_dn_4: 0.3298 time: 1.1164 data_time: 0.0927 lr: 0.0001 max_mem: 43695M [05/21 00:06:56 d2.utils.events]: eta: 1 day, 14:33:01 iter: 98849 total_loss: 8.642 loss_class: 0.239 loss_bbox: 0.101 loss_giou: 0.3651 loss_class_0: 0.2631 loss_bbox_0: 0.1118 loss_giou_0: 0.3824 loss_class_1: 0.2477 loss_bbox_1: 0.1085 loss_giou_1: 0.376 loss_class_2: 0.2424 loss_bbox_2: 0.1042 loss_giou_2: 0.37 loss_class_3: 0.2396 loss_bbox_3: 0.1018 loss_giou_3: 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loss_class_enc: 0.277 loss_bbox_enc: 0.1249 loss_giou_enc: 0.401 loss_class_dn: 0.04405 loss_bbox_dn: 0.1376 loss_giou_dn: 0.3419 loss_class_dn_0: 0.09467 loss_bbox_dn_0: 0.2133 loss_giou_dn_0: 0.4859 loss_class_dn_1: 0.06589 loss_bbox_dn_1: 0.1589 loss_giou_dn_1: 0.3825 loss_class_dn_2: 0.05371 loss_bbox_dn_2: 0.1416 loss_giou_dn_2: 0.353 loss_class_dn_3: 0.04887 loss_bbox_dn_3: 0.1384 loss_giou_dn_3: 0.3437 loss_class_dn_4: 0.04589 loss_bbox_dn_4: 0.1376 loss_giou_dn_4: 0.3418 time: 1.1164 data_time: 0.1016 lr: 0.0001 max_mem: 43695M [05/21 00:13:30 d2.utils.events]: eta: 1 day, 14:33:19 iter: 99199 total_loss: 8.463 loss_class: 0.2331 loss_bbox: 0.103 loss_giou: 0.3663 loss_class_0: 0.2604 loss_bbox_0: 0.1154 loss_giou_0: 0.3863 loss_class_1: 0.2444 loss_bbox_1: 0.1098 loss_giou_1: 0.3777 loss_class_2: 0.2387 loss_bbox_2: 0.1068 loss_giou_2: 0.3729 loss_class_3: 0.2351 loss_bbox_3: 0.1051 loss_giou_3: 0.3669 loss_class_4: 0.2346 loss_bbox_4: 0.1033 loss_giou_4: 0.3652 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loss_class_enc: 0.2784 loss_bbox_enc: 0.125 loss_giou_enc: 0.414 loss_class_dn: 0.04222 loss_bbox_dn: 0.1271 loss_giou_dn: 0.3377 loss_class_dn_0: 0.0973 loss_bbox_dn_0: 0.2187 loss_giou_dn_0: 0.491 loss_class_dn_1: 0.06771 loss_bbox_dn_1: 0.1533 loss_giou_dn_1: 0.3842 loss_class_dn_2: 0.05242 loss_bbox_dn_2: 0.1333 loss_giou_dn_2: 0.349 loss_class_dn_3: 0.04768 loss_bbox_dn_3: 0.1292 loss_giou_dn_3: 0.34 loss_class_dn_4: 0.04329 loss_bbox_dn_4: 0.1271 loss_giou_dn_4: 0.3374 time: 1.1164 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/21 00:15:22 d2.utils.events]: eta: 1 day, 14:29:45 iter: 99299 total_loss: 8.68 loss_class: 0.2334 loss_bbox: 0.1042 loss_giou: 0.367 loss_class_0: 0.2631 loss_bbox_0: 0.116 loss_giou_0: 0.3866 loss_class_1: 0.2488 loss_bbox_1: 0.11 loss_giou_1: 0.3791 loss_class_2: 0.2417 loss_bbox_2: 0.1066 loss_giou_2: 0.3737 loss_class_3: 0.2387 loss_bbox_3: 0.1048 loss_giou_3: 0.368 loss_class_4: 0.2342 loss_bbox_4: 0.1042 loss_giou_4: 0.3675 loss_class_enc: 0.2788 loss_bbox_enc: 0.1292 loss_giou_enc: 0.4083 loss_class_dn: 0.04261 loss_bbox_dn: 0.1289 loss_giou_dn: 0.3483 loss_class_dn_0: 0.09491 loss_bbox_dn_0: 0.209 loss_giou_dn_0: 0.4975 loss_class_dn_1: 0.06446 loss_bbox_dn_1: 0.152 loss_giou_dn_1: 0.3908 loss_class_dn_2: 0.05176 loss_bbox_dn_2: 0.1339 loss_giou_dn_2: 0.3585 loss_class_dn_3: 0.04714 loss_bbox_dn_3: 0.13 loss_giou_dn_3: 0.3504 loss_class_dn_4: 0.04351 loss_bbox_dn_4: 0.129 loss_giou_dn_4: 0.3483 time: 1.1164 data_time: 0.0886 lr: 0.0001 max_mem: 43695M [05/21 00:16:19 d2.utils.events]: eta: 1 day, 14:30:33 iter: 99349 total_loss: 8.658 loss_class: 0.2377 loss_bbox: 0.1023 loss_giou: 0.3587 loss_class_0: 0.2658 loss_bbox_0: 0.1154 loss_giou_0: 0.3811 loss_class_1: 0.2526 loss_bbox_1: 0.109 loss_giou_1: 0.3669 loss_class_2: 0.2428 loss_bbox_2: 0.1065 loss_giou_2: 0.3661 loss_class_3: 0.2416 loss_bbox_3: 0.1041 loss_giou_3: 0.3599 loss_class_4: 0.2376 loss_bbox_4: 0.1033 loss_giou_4: 0.3586 loss_class_enc: 0.2797 loss_bbox_enc: 0.1247 loss_giou_enc: 0.4035 loss_class_dn: 0.0438 loss_bbox_dn: 0.1285 loss_giou_dn: 0.341 loss_class_dn_0: 0.09707 loss_bbox_dn_0: 0.2062 loss_giou_dn_0: 0.4898 loss_class_dn_1: 0.06723 loss_bbox_dn_1: 0.1533 loss_giou_dn_1: 0.3801 loss_class_dn_2: 0.05336 loss_bbox_dn_2: 0.132 loss_giou_dn_2: 0.3515 loss_class_dn_3: 0.04848 loss_bbox_dn_3: 0.1293 loss_giou_dn_3: 0.3424 loss_class_dn_4: 0.04483 loss_bbox_dn_4: 0.1285 loss_giou_dn_4: 0.3409 time: 1.1164 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 00:17:15 d2.utils.events]: eta: 1 day, 14:30:18 iter: 99399 total_loss: 8.727 loss_class: 0.2356 loss_bbox: 0.1039 loss_giou: 0.3718 loss_class_0: 0.2646 loss_bbox_0: 0.1138 loss_giou_0: 0.3862 loss_class_1: 0.2492 loss_bbox_1: 0.1092 loss_giou_1: 0.3788 loss_class_2: 0.2422 loss_bbox_2: 0.1059 loss_giou_2: 0.375 loss_class_3: 0.2402 loss_bbox_3: 0.1037 loss_giou_3: 0.3736 loss_class_4: 0.2363 loss_bbox_4: 0.1037 loss_giou_4: 0.3711 loss_class_enc: 0.2801 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4132 loss_class_dn: 0.04632 loss_bbox_dn: 0.1246 loss_giou_dn: 0.3459 loss_class_dn_0: 0.1004 loss_bbox_dn_0: 0.2052 loss_giou_dn_0: 0.4941 loss_class_dn_1: 0.06906 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3856 loss_class_dn_2: 0.05537 loss_bbox_dn_2: 0.1309 loss_giou_dn_2: 0.3572 loss_class_dn_3: 0.05071 loss_bbox_dn_3: 0.1253 loss_giou_dn_3: 0.3485 loss_class_dn_4: 0.0473 loss_bbox_dn_4: 0.1246 loss_giou_dn_4: 0.346 time: 1.1164 data_time: 0.0978 lr: 0.0001 max_mem: 43695M [05/21 00:18:12 d2.utils.events]: eta: 1 day, 14:29:23 iter: 99449 total_loss: 8.67 loss_class: 0.2358 loss_bbox: 0.1025 loss_giou: 0.3688 loss_class_0: 0.2644 loss_bbox_0: 0.1138 loss_giou_0: 0.3931 loss_class_1: 0.2543 loss_bbox_1: 0.1083 loss_giou_1: 0.377 loss_class_2: 0.2432 loss_bbox_2: 0.1041 loss_giou_2: 0.3713 loss_class_3: 0.2419 loss_bbox_3: 0.1027 loss_giou_3: 0.3685 loss_class_4: 0.2377 loss_bbox_4: 0.102 loss_giou_4: 0.3692 loss_class_enc: 0.2802 loss_bbox_enc: 0.1232 loss_giou_enc: 0.4173 loss_class_dn: 0.0421 loss_bbox_dn: 0.1279 loss_giou_dn: 0.3492 loss_class_dn_0: 0.09486 loss_bbox_dn_0: 0.2101 loss_giou_dn_0: 0.5064 loss_class_dn_1: 0.06574 loss_bbox_dn_1: 0.1513 loss_giou_dn_1: 0.3967 loss_class_dn_2: 0.05285 loss_bbox_dn_2: 0.1343 loss_giou_dn_2: 0.3601 loss_class_dn_3: 0.04727 loss_bbox_dn_3: 0.1298 loss_giou_dn_3: 0.3517 loss_class_dn_4: 0.04333 loss_bbox_dn_4: 0.1278 loss_giou_dn_4: 0.3491 time: 1.1164 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 00:19:08 d2.utils.events]: eta: 1 day, 14:27:52 iter: 99499 total_loss: 8.768 loss_class: 0.2364 loss_bbox: 0.1036 loss_giou: 0.3671 loss_class_0: 0.2616 loss_bbox_0: 0.117 loss_giou_0: 0.3902 loss_class_1: 0.2488 loss_bbox_1: 0.1098 loss_giou_1: 0.3793 loss_class_2: 0.2416 loss_bbox_2: 0.1071 loss_giou_2: 0.3735 loss_class_3: 0.24 loss_bbox_3: 0.1062 loss_giou_3: 0.3681 loss_class_4: 0.2385 loss_bbox_4: 0.1042 loss_giou_4: 0.367 loss_class_enc: 0.2786 loss_bbox_enc: 0.1279 loss_giou_enc: 0.4113 loss_class_dn: 0.04446 loss_bbox_dn: 0.136 loss_giou_dn: 0.3465 loss_class_dn_0: 0.09662 loss_bbox_dn_0: 0.217 loss_giou_dn_0: 0.4925 loss_class_dn_1: 0.06707 loss_bbox_dn_1: 0.1585 loss_giou_dn_1: 0.3886 loss_class_dn_2: 0.05524 loss_bbox_dn_2: 0.1414 loss_giou_dn_2: 0.3584 loss_class_dn_3: 0.04987 loss_bbox_dn_3: 0.1372 loss_giou_dn_3: 0.3488 loss_class_dn_4: 0.04566 loss_bbox_dn_4: 0.1361 loss_giou_dn_4: 0.3464 time: 1.1164 data_time: 0.1030 lr: 0.0001 max_mem: 43695M [05/21 00:20:04 d2.utils.events]: eta: 1 day, 14:25:09 iter: 99549 total_loss: 8.623 loss_class: 0.2333 loss_bbox: 0.1035 loss_giou: 0.371 loss_class_0: 0.2637 loss_bbox_0: 0.1132 loss_giou_0: 0.3919 loss_class_1: 0.2488 loss_bbox_1: 0.1091 loss_giou_1: 0.3822 loss_class_2: 0.2419 loss_bbox_2: 0.1048 loss_giou_2: 0.375 loss_class_3: 0.2384 loss_bbox_3: 0.1045 loss_giou_3: 0.3712 loss_class_4: 0.2342 loss_bbox_4: 0.1035 loss_giou_4: 0.3726 loss_class_enc: 0.2799 loss_bbox_enc: 0.1235 loss_giou_enc: 0.4146 loss_class_dn: 0.04157 loss_bbox_dn: 0.1302 loss_giou_dn: 0.3389 loss_class_dn_0: 0.09623 loss_bbox_dn_0: 0.2082 loss_giou_dn_0: 0.4973 loss_class_dn_1: 0.06678 loss_bbox_dn_1: 0.1496 loss_giou_dn_1: 0.3831 loss_class_dn_2: 0.05231 loss_bbox_dn_2: 0.1337 loss_giou_dn_2: 0.3502 loss_class_dn_3: 0.04703 loss_bbox_dn_3: 0.1312 loss_giou_dn_3: 0.3409 loss_class_dn_4: 0.04318 loss_bbox_dn_4: 0.1302 loss_giou_dn_4: 0.3387 time: 1.1164 data_time: 0.0963 lr: 0.0001 max_mem: 43695M [05/21 00:21:00 d2.utils.events]: eta: 1 day, 14:24:35 iter: 99599 total_loss: 8.542 loss_class: 0.2351 loss_bbox: 0.103 loss_giou: 0.3544 loss_class_0: 0.262 loss_bbox_0: 0.1156 loss_giou_0: 0.3841 loss_class_1: 0.2497 loss_bbox_1: 0.1085 loss_giou_1: 0.3686 loss_class_2: 0.2417 loss_bbox_2: 0.1064 loss_giou_2: 0.3622 loss_class_3: 0.2396 loss_bbox_3: 0.104 loss_giou_3: 0.3576 loss_class_4: 0.2366 loss_bbox_4: 0.1032 loss_giou_4: 0.3553 loss_class_enc: 0.2789 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4012 loss_class_dn: 0.04196 loss_bbox_dn: 0.1299 loss_giou_dn: 0.3314 loss_class_dn_0: 0.09505 loss_bbox_dn_0: 0.2182 loss_giou_dn_0: 0.4814 loss_class_dn_1: 0.06456 loss_bbox_dn_1: 0.1539 loss_giou_dn_1: 0.3735 loss_class_dn_2: 0.05149 loss_bbox_dn_2: 0.1357 loss_giou_dn_2: 0.3448 loss_class_dn_3: 0.04655 loss_bbox_dn_3: 0.1315 loss_giou_dn_3: 0.3345 loss_class_dn_4: 0.04311 loss_bbox_dn_4: 0.1299 loss_giou_dn_4: 0.3313 time: 1.1164 data_time: 0.0933 lr: 0.0001 max_mem: 43695M [05/21 00:21:56 d2.utils.events]: eta: 1 day, 14:22:51 iter: 99649 total_loss: 9.006 loss_class: 0.2389 loss_bbox: 0.1069 loss_giou: 0.3759 loss_class_0: 0.2689 loss_bbox_0: 0.1187 loss_giou_0: 0.3971 loss_class_1: 0.2531 loss_bbox_1: 0.1138 loss_giou_1: 0.3886 loss_class_2: 0.2431 loss_bbox_2: 0.1089 loss_giou_2: 0.3831 loss_class_3: 0.2437 loss_bbox_3: 0.1068 loss_giou_3: 0.3767 loss_class_4: 0.2385 loss_bbox_4: 0.1067 loss_giou_4: 0.3777 loss_class_enc: 0.2816 loss_bbox_enc: 0.1286 loss_giou_enc: 0.4244 loss_class_dn: 0.04343 loss_bbox_dn: 0.137 loss_giou_dn: 0.353 loss_class_dn_0: 0.09439 loss_bbox_dn_0: 0.2178 loss_giou_dn_0: 0.513 loss_class_dn_1: 0.0647 loss_bbox_dn_1: 0.1618 loss_giou_dn_1: 0.3986 loss_class_dn_2: 0.05185 loss_bbox_dn_2: 0.143 loss_giou_dn_2: 0.3663 loss_class_dn_3: 0.04684 loss_bbox_dn_3: 0.1387 loss_giou_dn_3: 0.3552 loss_class_dn_4: 0.0443 loss_bbox_dn_4: 0.1371 loss_giou_dn_4: 0.3528 time: 1.1164 data_time: 0.1015 lr: 0.0001 max_mem: 43695M [05/21 00:22:52 d2.utils.events]: eta: 1 day, 14:24:11 iter: 99699 total_loss: 8.616 loss_class: 0.2378 loss_bbox: 0.1022 loss_giou: 0.3626 loss_class_0: 0.2665 loss_bbox_0: 0.1146 loss_giou_0: 0.3806 loss_class_1: 0.2502 loss_bbox_1: 0.1075 loss_giou_1: 0.373 loss_class_2: 0.2425 loss_bbox_2: 0.106 loss_giou_2: 0.3673 loss_class_3: 0.2403 loss_bbox_3: 0.1038 loss_giou_3: 0.3636 loss_class_4: 0.2379 loss_bbox_4: 0.1021 loss_giou_4: 0.3615 loss_class_enc: 0.2794 loss_bbox_enc: 0.125 loss_giou_enc: 0.4065 loss_class_dn: 0.04366 loss_bbox_dn: 0.1273 loss_giou_dn: 0.3433 loss_class_dn_0: 0.09576 loss_bbox_dn_0: 0.2109 loss_giou_dn_0: 0.4981 loss_class_dn_1: 0.06462 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3822 loss_class_dn_2: 0.05275 loss_bbox_dn_2: 0.1327 loss_giou_dn_2: 0.3542 loss_class_dn_3: 0.048 loss_bbox_dn_3: 0.1284 loss_giou_dn_3: 0.3454 loss_class_dn_4: 0.04461 loss_bbox_dn_4: 0.1274 loss_giou_dn_4: 0.3433 time: 1.1164 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 00:23:48 d2.utils.events]: eta: 1 day, 14:25:17 iter: 99749 total_loss: 8.66 loss_class: 0.2303 loss_bbox: 0.1013 loss_giou: 0.3706 loss_class_0: 0.258 loss_bbox_0: 0.1145 loss_giou_0: 0.3929 loss_class_1: 0.2463 loss_bbox_1: 0.1059 loss_giou_1: 0.3834 loss_class_2: 0.24 loss_bbox_2: 0.1043 loss_giou_2: 0.3777 loss_class_3: 0.2369 loss_bbox_3: 0.1038 loss_giou_3: 0.3743 loss_class_4: 0.2323 loss_bbox_4: 0.101 loss_giou_4: 0.3714 loss_class_enc: 0.2716 loss_bbox_enc: 0.1238 loss_giou_enc: 0.4194 loss_class_dn: 0.04138 loss_bbox_dn: 0.1236 loss_giou_dn: 0.3403 loss_class_dn_0: 0.09091 loss_bbox_dn_0: 0.2063 loss_giou_dn_0: 0.4914 loss_class_dn_1: 0.06013 loss_bbox_dn_1: 0.1464 loss_giou_dn_1: 0.3817 loss_class_dn_2: 0.0502 loss_bbox_dn_2: 0.1292 loss_giou_dn_2: 0.3525 loss_class_dn_3: 0.04565 loss_bbox_dn_3: 0.1245 loss_giou_dn_3: 0.3419 loss_class_dn_4: 0.04239 loss_bbox_dn_4: 0.1235 loss_giou_dn_4: 0.3401 time: 1.1164 data_time: 0.0969 lr: 0.0001 max_mem: 43695M [05/21 00:24:45 d2.utils.events]: eta: 1 day, 14:24:22 iter: 99799 total_loss: 8.728 loss_class: 0.2339 loss_bbox: 0.1046 loss_giou: 0.3596 loss_class_0: 0.2647 loss_bbox_0: 0.1182 loss_giou_0: 0.3822 loss_class_1: 0.2484 loss_bbox_1: 0.1137 loss_giou_1: 0.3721 loss_class_2: 0.2423 loss_bbox_2: 0.1088 loss_giou_2: 0.3661 loss_class_3: 0.2398 loss_bbox_3: 0.1056 loss_giou_3: 0.361 loss_class_4: 0.2353 loss_bbox_4: 0.1044 loss_giou_4: 0.3588 loss_class_enc: 0.2742 loss_bbox_enc: 0.1321 loss_giou_enc: 0.4084 loss_class_dn: 0.04413 loss_bbox_dn: 0.1323 loss_giou_dn: 0.343 loss_class_dn_0: 0.09587 loss_bbox_dn_0: 0.2162 loss_giou_dn_0: 0.4949 loss_class_dn_1: 0.06649 loss_bbox_dn_1: 0.1529 loss_giou_dn_1: 0.3863 loss_class_dn_2: 0.05419 loss_bbox_dn_2: 0.1373 loss_giou_dn_2: 0.3561 loss_class_dn_3: 0.04877 loss_bbox_dn_3: 0.1328 loss_giou_dn_3: 0.3447 loss_class_dn_4: 0.04546 loss_bbox_dn_4: 0.1323 loss_giou_dn_4: 0.3426 time: 1.1164 data_time: 0.0941 lr: 0.0001 max_mem: 43695M [05/21 00:25:41 d2.utils.events]: eta: 1 day, 14:25:56 iter: 99849 total_loss: 8.516 loss_class: 0.2353 loss_bbox: 0.102 loss_giou: 0.3565 loss_class_0: 0.2629 loss_bbox_0: 0.1109 loss_giou_0: 0.3825 loss_class_1: 0.2508 loss_bbox_1: 0.1049 loss_giou_1: 0.366 loss_class_2: 0.2419 loss_bbox_2: 0.1023 loss_giou_2: 0.3627 loss_class_3: 0.2386 loss_bbox_3: 0.1022 loss_giou_3: 0.3579 loss_class_4: 0.2357 loss_bbox_4: 0.1021 loss_giou_4: 0.3575 loss_class_enc: 0.2789 loss_bbox_enc: 0.1203 loss_giou_enc: 0.4074 loss_class_dn: 0.0425 loss_bbox_dn: 0.1269 loss_giou_dn: 0.3413 loss_class_dn_0: 0.09233 loss_bbox_dn_0: 0.2015 loss_giou_dn_0: 0.493 loss_class_dn_1: 0.06312 loss_bbox_dn_1: 0.1482 loss_giou_dn_1: 0.3827 loss_class_dn_2: 0.05033 loss_bbox_dn_2: 0.1306 loss_giou_dn_2: 0.3526 loss_class_dn_3: 0.04551 loss_bbox_dn_3: 0.1273 loss_giou_dn_3: 0.3434 loss_class_dn_4: 0.04286 loss_bbox_dn_4: 0.1269 loss_giou_dn_4: 0.3411 time: 1.1164 data_time: 0.0964 lr: 0.0001 max_mem: 43695M [05/21 00:26:38 d2.utils.events]: eta: 1 day, 14:26:58 iter: 99899 total_loss: 8.737 loss_class: 0.2344 loss_bbox: 0.1029 loss_giou: 0.3622 loss_class_0: 0.2642 loss_bbox_0: 0.1145 loss_giou_0: 0.3873 loss_class_1: 0.2492 loss_bbox_1: 0.1089 loss_giou_1: 0.3756 loss_class_2: 0.2427 loss_bbox_2: 0.1062 loss_giou_2: 0.3697 loss_class_3: 0.2399 loss_bbox_3: 0.1035 loss_giou_3: 0.3635 loss_class_4: 0.2359 loss_bbox_4: 0.1029 loss_giou_4: 0.3628 loss_class_enc: 0.279 loss_bbox_enc: 0.1262 loss_giou_enc: 0.4113 loss_class_dn: 0.04316 loss_bbox_dn: 0.1348 loss_giou_dn: 0.3484 loss_class_dn_0: 0.09599 loss_bbox_dn_0: 0.2204 loss_giou_dn_0: 0.5017 loss_class_dn_1: 0.0643 loss_bbox_dn_1: 0.1565 loss_giou_dn_1: 0.3923 loss_class_dn_2: 0.05124 loss_bbox_dn_2: 0.1398 loss_giou_dn_2: 0.3597 loss_class_dn_3: 0.04762 loss_bbox_dn_3: 0.1357 loss_giou_dn_3: 0.3498 loss_class_dn_4: 0.04438 loss_bbox_dn_4: 0.1348 loss_giou_dn_4: 0.3481 time: 1.1164 data_time: 0.0954 lr: 0.0001 max_mem: 43695M [05/21 00:27:34 d2.utils.events]: eta: 1 day, 14:22:38 iter: 99949 total_loss: 8.651 loss_class: 0.239 loss_bbox: 0.1015 loss_giou: 0.3659 loss_class_0: 0.2636 loss_bbox_0: 0.1125 loss_giou_0: 0.3866 loss_class_1: 0.2516 loss_bbox_1: 0.1074 loss_giou_1: 0.3745 loss_class_2: 0.2443 loss_bbox_2: 0.1034 loss_giou_2: 0.3721 loss_class_3: 0.2425 loss_bbox_3: 0.1025 loss_giou_3: 0.3679 loss_class_4: 0.24 loss_bbox_4: 0.1015 loss_giou_4: 0.3677 loss_class_enc: 0.2776 loss_bbox_enc: 0.1223 loss_giou_enc: 0.4084 loss_class_dn: 0.04131 loss_bbox_dn: 0.1292 loss_giou_dn: 0.3437 loss_class_dn_0: 0.09277 loss_bbox_dn_0: 0.2032 loss_giou_dn_0: 0.4906 loss_class_dn_1: 0.0619 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3883 loss_class_dn_2: 0.04949 loss_bbox_dn_2: 0.1337 loss_giou_dn_2: 0.3552 loss_class_dn_3: 0.0449 loss_bbox_dn_3: 0.1306 loss_giou_dn_3: 0.3468 loss_class_dn_4: 0.04255 loss_bbox_dn_4: 0.1293 loss_giou_dn_4: 0.3436 time: 1.1164 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/21 00:28:30 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0099999.pth [05/21 00:28:43 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 00:29:00 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 00:29:04 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 00:29:05 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 00:30:04 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0047 s/iter. Inference: 0.0635 s/iter. Eval: 0.0004 s/iter. Total: 0.0686 s/iter. ETA=0:00:20 [05/21 00:30:09 d2.evaluation.evaluator]: Inference done 71/313. Dataloading: 0.0050 s/iter. Inference: 0.0643 s/iter. Eval: 0.0004 s/iter. Total: 0.0827 s/iter. ETA=0:00:20 [05/21 00:30:14 d2.evaluation.evaluator]: Inference done 144/313. Dataloading: 0.0050 s/iter. Inference: 0.0636 s/iter. Eval: 0.0004 s/iter. Total: 0.0754 s/iter. ETA=0:00:12 [05/21 00:30:19 d2.evaluation.evaluator]: Inference done 210/313. Dataloading: 0.0051 s/iter. Inference: 0.0660 s/iter. Eval: 0.0004 s/iter. Total: 0.0758 s/iter. ETA=0:00:07 [05/21 00:30:25 d2.evaluation.evaluator]: Inference done 284/313. Dataloading: 0.0051 s/iter. Inference: 0.0651 s/iter. Eval: 0.0004 s/iter. Total: 0.0738 s/iter. ETA=0:00:02 [05/21 00:30:27 d2.evaluation.evaluator]: Total inference time: 0:00:23.172095 (0.075234 s / iter per device, on 16 devices) [05/21 00:30:27 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:19 (0.064887 s / iter per device, on 16 devices) [05/21 00:30:41 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 00:30:42 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 00:30:49 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=5.90s) creating index... index created! [05/21 00:30:55 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 00:31:17 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.68 seconds. [05/21 00:31:17 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 00:31:21 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.44 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.496 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.492 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865 [05/21 00:31:21 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 45.558 | 61.739 | 49.579 | 32.636 | 49.237 | 57.566 | [05/21 00:31:21 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 60.137 | bicycle | 35.932 | car | 50.320 | | motorcycle | 42.705 | airplane | 75.017 | bus | 73.555 | | train | 72.609 | truck | 38.610 | boat | 31.240 | | traffic light | 32.246 | fire hydrant | 75.099 | stop sign | 58.551 | | parking meter | 13.431 | bench | 30.970 | bird | 44.456 | | cat | 76.110 | dog | 71.560 | horse | 64.100 | | sheep | 51.066 | cow | 63.874 | elephant | 70.374 | | bear | 78.587 | zebra | 71.759 | giraffe | 75.361 | | backpack | 20.350 | umbrella | 43.136 | handbag | 16.307 | | tie | 42.444 | suitcase | 41.364 | frisbee | 72.752 | | skis | 30.016 | snowboard | 49.550 | sports ball | 36.543 | | kite | 41.431 | baseball bat | 35.391 | baseball glove | 46.034 | | skateboard | 55.622 | surfboard | 47.495 | tennis racket | 51.453 | | bottle | 42.753 | wine glass | 46.580 | cup | 51.026 | | fork | 49.714 | knife | 25.268 | spoon | 25.692 | | bowl | 48.227 | banana | 23.579 | apple | 19.991 | | sandwich | 35.273 | orange | 30.093 | broccoli | 21.157 | | carrot | 15.450 | hot dog | 34.242 | pizza | 58.242 | | donut | 48.276 | cake | 41.954 | chair | 33.876 | | couch | 45.767 | potted plant | 28.004 | bed | 44.011 | | dining table | 29.766 | toilet | 62.036 | tv | 61.429 | | laptop | 73.462 | mouse | 68.364 | remote | 27.299 | | keyboard | 52.548 | cell phone | 43.951 | microwave | 70.417 | | oven | 17.966 | toaster | 48.457 | sink | 36.785 | | refrigerator | 64.904 | book | 9.395 | clock | 45.759 | | vase | 34.489 | scissors | 33.843 | teddy bear | 55.208 | | hair drier | 14.609 | toothbrush | 37.248 | | | [05/21 00:31:23 d2.evaluation.testing]: copypaste: Task: bbox [05/21 00:31:23 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 00:31:23 d2.evaluation.testing]: copypaste: 45.5583,61.7390,49.5786,32.6355,49.2370,57.5662 [05/21 00:31:23 d2.utils.events]: eta: 1 day, 14:22:40 iter: 99999 total_loss: 8.711 loss_class: 0.2379 loss_bbox: 0.1038 loss_giou: 0.3639 loss_class_0: 0.2683 loss_bbox_0: 0.1133 loss_giou_0: 0.3825 loss_class_1: 0.254 loss_bbox_1: 0.1086 loss_giou_1: 0.371 loss_class_2: 0.2422 loss_bbox_2: 0.1077 loss_giou_2: 0.3704 loss_class_3: 0.2428 loss_bbox_3: 0.1043 loss_giou_3: 0.3656 loss_class_4: 0.2392 loss_bbox_4: 0.1038 loss_giou_4: 0.3646 loss_class_enc: 0.2832 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4055 loss_class_dn: 0.04609 loss_bbox_dn: 0.1291 loss_giou_dn: 0.3393 loss_class_dn_0: 0.09863 loss_bbox_dn_0: 0.2045 loss_giou_dn_0: 0.4897 loss_class_dn_1: 0.0682 loss_bbox_dn_1: 0.1509 loss_giou_dn_1: 0.3817 loss_class_dn_2: 0.05602 loss_bbox_dn_2: 0.1332 loss_giou_dn_2: 0.3504 loss_class_dn_3: 0.05168 loss_bbox_dn_3: 0.1301 loss_giou_dn_3: 0.3422 loss_class_dn_4: 0.04781 loss_bbox_dn_4: 0.1291 loss_giou_dn_4: 0.3393 time: 1.1164 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/21 00:32:19 d2.utils.events]: eta: 1 day, 14:20:23 iter: 100049 total_loss: 8.592 loss_class: 0.2376 loss_bbox: 0.1071 loss_giou: 0.3605 loss_class_0: 0.2629 loss_bbox_0: 0.1158 loss_giou_0: 0.3847 loss_class_1: 0.2502 loss_bbox_1: 0.1127 loss_giou_1: 0.375 loss_class_2: 0.2414 loss_bbox_2: 0.1086 loss_giou_2: 0.3658 loss_class_3: 0.2397 loss_bbox_3: 0.1062 loss_giou_3: 0.3627 loss_class_4: 0.2378 loss_bbox_4: 0.106 loss_giou_4: 0.3618 loss_class_enc: 0.278 loss_bbox_enc: 0.1286 loss_giou_enc: 0.4066 loss_class_dn: 0.04466 loss_bbox_dn: 0.1311 loss_giou_dn: 0.3339 loss_class_dn_0: 0.09917 loss_bbox_dn_0: 0.2113 loss_giou_dn_0: 0.485 loss_class_dn_1: 0.06793 loss_bbox_dn_1: 0.1522 loss_giou_dn_1: 0.3771 loss_class_dn_2: 0.05407 loss_bbox_dn_2: 0.1367 loss_giou_dn_2: 0.3449 loss_class_dn_3: 0.04879 loss_bbox_dn_3: 0.1322 loss_giou_dn_3: 0.3358 loss_class_dn_4: 0.04587 loss_bbox_dn_4: 0.1311 loss_giou_dn_4: 0.3336 time: 1.1164 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/21 00:33:15 d2.utils.events]: eta: 1 day, 14:17:24 iter: 100099 total_loss: 8.809 loss_class: 0.2414 loss_bbox: 0.1097 loss_giou: 0.3624 loss_class_0: 0.2741 loss_bbox_0: 0.1194 loss_giou_0: 0.3867 loss_class_1: 0.2568 loss_bbox_1: 0.115 loss_giou_1: 0.3742 loss_class_2: 0.2487 loss_bbox_2: 0.1118 loss_giou_2: 0.3718 loss_class_3: 0.2443 loss_bbox_3: 0.1111 loss_giou_3: 0.3643 loss_class_4: 0.2421 loss_bbox_4: 0.1108 loss_giou_4: 0.3637 loss_class_enc: 0.2864 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4086 loss_class_dn: 0.04287 loss_bbox_dn: 0.1365 loss_giou_dn: 0.35 loss_class_dn_0: 0.09877 loss_bbox_dn_0: 0.2246 loss_giou_dn_0: 0.5073 loss_class_dn_1: 0.06673 loss_bbox_dn_1: 0.1613 loss_giou_dn_1: 0.3944 loss_class_dn_2: 0.05265 loss_bbox_dn_2: 0.1425 loss_giou_dn_2: 0.3617 loss_class_dn_3: 0.04726 loss_bbox_dn_3: 0.1382 loss_giou_dn_3: 0.3521 loss_class_dn_4: 0.04346 loss_bbox_dn_4: 0.1365 loss_giou_dn_4: 0.3498 time: 1.1164 data_time: 0.1063 lr: 0.0001 max_mem: 43695M [05/21 00:34:11 d2.utils.events]: eta: 1 day, 14:13:56 iter: 100149 total_loss: 8.556 loss_class: 0.2272 loss_bbox: 0.1049 loss_giou: 0.3621 loss_class_0: 0.2573 loss_bbox_0: 0.1157 loss_giou_0: 0.3853 loss_class_1: 0.2411 loss_bbox_1: 0.111 loss_giou_1: 0.3754 loss_class_2: 0.2322 loss_bbox_2: 0.1079 loss_giou_2: 0.3668 loss_class_3: 0.2299 loss_bbox_3: 0.1054 loss_giou_3: 0.3639 loss_class_4: 0.2286 loss_bbox_4: 0.1048 loss_giou_4: 0.3623 loss_class_enc: 0.2707 loss_bbox_enc: 0.1272 loss_giou_enc: 0.4078 loss_class_dn: 0.04071 loss_bbox_dn: 0.128 loss_giou_dn: 0.3407 loss_class_dn_0: 0.0929 loss_bbox_dn_0: 0.2126 loss_giou_dn_0: 0.4882 loss_class_dn_1: 0.06311 loss_bbox_dn_1: 0.1509 loss_giou_dn_1: 0.3815 loss_class_dn_2: 0.05061 loss_bbox_dn_2: 0.1335 loss_giou_dn_2: 0.3521 loss_class_dn_3: 0.04606 loss_bbox_dn_3: 0.1291 loss_giou_dn_3: 0.3433 loss_class_dn_4: 0.0417 loss_bbox_dn_4: 0.1281 loss_giou_dn_4: 0.3407 time: 1.1164 data_time: 0.0984 lr: 0.0001 max_mem: 43695M [05/21 00:35:07 d2.utils.events]: eta: 1 day, 14:14:09 iter: 100199 total_loss: 8.674 loss_class: 0.24 loss_bbox: 0.1062 loss_giou: 0.3658 loss_class_0: 0.2643 loss_bbox_0: 0.1171 loss_giou_0: 0.3847 loss_class_1: 0.2526 loss_bbox_1: 0.1102 loss_giou_1: 0.3738 loss_class_2: 0.2452 loss_bbox_2: 0.1083 loss_giou_2: 0.3696 loss_class_3: 0.2453 loss_bbox_3: 0.1065 loss_giou_3: 0.3676 loss_class_4: 0.2422 loss_bbox_4: 0.1061 loss_giou_4: 0.3649 loss_class_enc: 0.2809 loss_bbox_enc: 0.1282 loss_giou_enc: 0.4084 loss_class_dn: 0.04422 loss_bbox_dn: 0.1298 loss_giou_dn: 0.3369 loss_class_dn_0: 0.09757 loss_bbox_dn_0: 0.2164 loss_giou_dn_0: 0.4922 loss_class_dn_1: 0.06679 loss_bbox_dn_1: 0.1521 loss_giou_dn_1: 0.3807 loss_class_dn_2: 0.05321 loss_bbox_dn_2: 0.1352 loss_giou_dn_2: 0.3477 loss_class_dn_3: 0.04818 loss_bbox_dn_3: 0.1311 loss_giou_dn_3: 0.3389 loss_class_dn_4: 0.04505 loss_bbox_dn_4: 0.1299 loss_giou_dn_4: 0.3367 time: 1.1164 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 00:36:03 d2.utils.events]: eta: 1 day, 14:11:31 iter: 100249 total_loss: 8.47 loss_class: 0.231 loss_bbox: 0.104 loss_giou: 0.3567 loss_class_0: 0.2595 loss_bbox_0: 0.1151 loss_giou_0: 0.3751 loss_class_1: 0.2443 loss_bbox_1: 0.1115 loss_giou_1: 0.3689 loss_class_2: 0.2362 loss_bbox_2: 0.1072 loss_giou_2: 0.3611 loss_class_3: 0.2343 loss_bbox_3: 0.1049 loss_giou_3: 0.3574 loss_class_4: 0.2327 loss_bbox_4: 0.1042 loss_giou_4: 0.3576 loss_class_enc: 0.2797 loss_bbox_enc: 0.1247 loss_giou_enc: 0.3983 loss_class_dn: 0.04201 loss_bbox_dn: 0.1277 loss_giou_dn: 0.3287 loss_class_dn_0: 0.09652 loss_bbox_dn_0: 0.2154 loss_giou_dn_0: 0.4861 loss_class_dn_1: 0.06538 loss_bbox_dn_1: 0.1505 loss_giou_dn_1: 0.3724 loss_class_dn_2: 0.0512 loss_bbox_dn_2: 0.1325 loss_giou_dn_2: 0.3392 loss_class_dn_3: 0.0462 loss_bbox_dn_3: 0.1287 loss_giou_dn_3: 0.3312 loss_class_dn_4: 0.04289 loss_bbox_dn_4: 0.1277 loss_giou_dn_4: 0.3288 time: 1.1164 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 00:36:59 d2.utils.events]: eta: 1 day, 14:10:23 iter: 100299 total_loss: 8.611 loss_class: 0.236 loss_bbox: 0.1049 loss_giou: 0.3497 loss_class_0: 0.265 loss_bbox_0: 0.1174 loss_giou_0: 0.3669 loss_class_1: 0.2496 loss_bbox_1: 0.1122 loss_giou_1: 0.3562 loss_class_2: 0.2437 loss_bbox_2: 0.1086 loss_giou_2: 0.3531 loss_class_3: 0.2407 loss_bbox_3: 0.1065 loss_giou_3: 0.3501 loss_class_4: 0.2372 loss_bbox_4: 0.1045 loss_giou_4: 0.3492 loss_class_enc: 0.2792 loss_bbox_enc: 0.1246 loss_giou_enc: 0.3919 loss_class_dn: 0.04459 loss_bbox_dn: 0.1391 loss_giou_dn: 0.3341 loss_class_dn_0: 0.09739 loss_bbox_dn_0: 0.2255 loss_giou_dn_0: 0.485 loss_class_dn_1: 0.06771 loss_bbox_dn_1: 0.1635 loss_giou_dn_1: 0.3803 loss_class_dn_2: 0.05418 loss_bbox_dn_2: 0.1443 loss_giou_dn_2: 0.3458 loss_class_dn_3: 0.04895 loss_bbox_dn_3: 0.1406 loss_giou_dn_3: 0.3353 loss_class_dn_4: 0.04523 loss_bbox_dn_4: 0.1391 loss_giou_dn_4: 0.334 time: 1.1164 data_time: 0.1017 lr: 0.0001 max_mem: 43695M [05/21 00:37:55 d2.utils.events]: eta: 1 day, 14:07:45 iter: 100349 total_loss: 8.582 loss_class: 0.2353 loss_bbox: 0.1021 loss_giou: 0.3662 loss_class_0: 0.2628 loss_bbox_0: 0.1113 loss_giou_0: 0.3862 loss_class_1: 0.2496 loss_bbox_1: 0.1062 loss_giou_1: 0.3776 loss_class_2: 0.24 loss_bbox_2: 0.1046 loss_giou_2: 0.3703 loss_class_3: 0.2386 loss_bbox_3: 0.1024 loss_giou_3: 0.3685 loss_class_4: 0.235 loss_bbox_4: 0.1023 loss_giou_4: 0.3667 loss_class_enc: 0.2776 loss_bbox_enc: 0.1229 loss_giou_enc: 0.4117 loss_class_dn: 0.0431 loss_bbox_dn: 0.1296 loss_giou_dn: 0.3397 loss_class_dn_0: 0.09745 loss_bbox_dn_0: 0.2093 loss_giou_dn_0: 0.4902 loss_class_dn_1: 0.06583 loss_bbox_dn_1: 0.1514 loss_giou_dn_1: 0.3834 loss_class_dn_2: 0.05292 loss_bbox_dn_2: 0.1359 loss_giou_dn_2: 0.351 loss_class_dn_3: 0.04703 loss_bbox_dn_3: 0.131 loss_giou_dn_3: 0.3413 loss_class_dn_4: 0.04397 loss_bbox_dn_4: 0.1297 loss_giou_dn_4: 0.3396 time: 1.1164 data_time: 0.0956 lr: 0.0001 max_mem: 43695M [05/21 00:38:50 d2.utils.events]: eta: 1 day, 14:04:48 iter: 100399 total_loss: 8.604 loss_class: 0.2351 loss_bbox: 0.1048 loss_giou: 0.3537 loss_class_0: 0.2653 loss_bbox_0: 0.1172 loss_giou_0: 0.3769 loss_class_1: 0.2497 loss_bbox_1: 0.1106 loss_giou_1: 0.3663 loss_class_2: 0.2418 loss_bbox_2: 0.1086 loss_giou_2: 0.3592 loss_class_3: 0.2392 loss_bbox_3: 0.106 loss_giou_3: 0.3548 loss_class_4: 0.2369 loss_bbox_4: 0.1049 loss_giou_4: 0.3543 loss_class_enc: 0.2814 loss_bbox_enc: 0.1273 loss_giou_enc: 0.4017 loss_class_dn: 0.04322 loss_bbox_dn: 0.1334 loss_giou_dn: 0.3355 loss_class_dn_0: 0.09743 loss_bbox_dn_0: 0.22 loss_giou_dn_0: 0.4865 loss_class_dn_1: 0.06691 loss_bbox_dn_1: 0.1577 loss_giou_dn_1: 0.3777 loss_class_dn_2: 0.05437 loss_bbox_dn_2: 0.1398 loss_giou_dn_2: 0.3474 loss_class_dn_3: 0.04836 loss_bbox_dn_3: 0.1349 loss_giou_dn_3: 0.3372 loss_class_dn_4: 0.04436 loss_bbox_dn_4: 0.1334 loss_giou_dn_4: 0.3354 time: 1.1164 data_time: 0.0948 lr: 0.0001 max_mem: 43695M [05/21 00:39:47 d2.utils.events]: eta: 1 day, 14:04:17 iter: 100449 total_loss: 8.637 loss_class: 0.2367 loss_bbox: 0.1036 loss_giou: 0.3644 loss_class_0: 0.2628 loss_bbox_0: 0.1163 loss_giou_0: 0.3885 loss_class_1: 0.2499 loss_bbox_1: 0.1079 loss_giou_1: 0.3759 loss_class_2: 0.2428 loss_bbox_2: 0.106 loss_giou_2: 0.372 loss_class_3: 0.2416 loss_bbox_3: 0.1034 loss_giou_3: 0.3672 loss_class_4: 0.2375 loss_bbox_4: 0.1037 loss_giou_4: 0.3655 loss_class_enc: 0.2767 loss_bbox_enc: 0.1267 loss_giou_enc: 0.4116 loss_class_dn: 0.04585 loss_bbox_dn: 0.1308 loss_giou_dn: 0.3438 loss_class_dn_0: 0.09856 loss_bbox_dn_0: 0.2145 loss_giou_dn_0: 0.4957 loss_class_dn_1: 0.06759 loss_bbox_dn_1: 0.1523 loss_giou_dn_1: 0.3881 loss_class_dn_2: 0.05578 loss_bbox_dn_2: 0.1381 loss_giou_dn_2: 0.3556 loss_class_dn_3: 0.04993 loss_bbox_dn_3: 0.1326 loss_giou_dn_3: 0.3464 loss_class_dn_4: 0.0465 loss_bbox_dn_4: 0.1308 loss_giou_dn_4: 0.3438 time: 1.1164 data_time: 0.0911 lr: 0.0001 max_mem: 43695M [05/21 00:40:43 d2.utils.events]: eta: 1 day, 14:04:14 iter: 100499 total_loss: 8.782 loss_class: 0.2392 loss_bbox: 0.1018 loss_giou: 0.3646 loss_class_0: 0.2673 loss_bbox_0: 0.1154 loss_giou_0: 0.387 loss_class_1: 0.2551 loss_bbox_1: 0.109 loss_giou_1: 0.376 loss_class_2: 0.2462 loss_bbox_2: 0.1054 loss_giou_2: 0.3699 loss_class_3: 0.243 loss_bbox_3: 0.1026 loss_giou_3: 0.3646 loss_class_4: 0.2394 loss_bbox_4: 0.1017 loss_giou_4: 0.3652 loss_class_enc: 0.2796 loss_bbox_enc: 0.1264 loss_giou_enc: 0.4144 loss_class_dn: 0.04662 loss_bbox_dn: 0.1333 loss_giou_dn: 0.3461 loss_class_dn_0: 0.099 loss_bbox_dn_0: 0.2133 loss_giou_dn_0: 0.4988 loss_class_dn_1: 0.06967 loss_bbox_dn_1: 0.1559 loss_giou_dn_1: 0.3916 loss_class_dn_2: 0.05812 loss_bbox_dn_2: 0.1387 loss_giou_dn_2: 0.3582 loss_class_dn_3: 0.05192 loss_bbox_dn_3: 0.1348 loss_giou_dn_3: 0.3481 loss_class_dn_4: 0.04768 loss_bbox_dn_4: 0.1333 loss_giou_dn_4: 0.3458 time: 1.1164 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 00:41:40 d2.utils.events]: eta: 1 day, 14:04:05 iter: 100549 total_loss: 8.755 loss_class: 0.2337 loss_bbox: 0.1073 loss_giou: 0.371 loss_class_0: 0.2625 loss_bbox_0: 0.119 loss_giou_0: 0.3899 loss_class_1: 0.2481 loss_bbox_1: 0.1138 loss_giou_1: 0.3855 loss_class_2: 0.2416 loss_bbox_2: 0.1108 loss_giou_2: 0.373 loss_class_3: 0.2388 loss_bbox_3: 0.1086 loss_giou_3: 0.3714 loss_class_4: 0.2355 loss_bbox_4: 0.1074 loss_giou_4: 0.3721 loss_class_enc: 0.277 loss_bbox_enc: 0.1303 loss_giou_enc: 0.4115 loss_class_dn: 0.04558 loss_bbox_dn: 0.1343 loss_giou_dn: 0.3437 loss_class_dn_0: 0.09497 loss_bbox_dn_0: 0.2168 loss_giou_dn_0: 0.4944 loss_class_dn_1: 0.06468 loss_bbox_dn_1: 0.1563 loss_giou_dn_1: 0.3874 loss_class_dn_2: 0.05412 loss_bbox_dn_2: 0.1403 loss_giou_dn_2: 0.3555 loss_class_dn_3: 0.04923 loss_bbox_dn_3: 0.1356 loss_giou_dn_3: 0.3467 loss_class_dn_4: 0.04637 loss_bbox_dn_4: 0.1343 loss_giou_dn_4: 0.3436 time: 1.1164 data_time: 0.0962 lr: 0.0001 max_mem: 43695M [05/21 00:42:36 d2.utils.events]: eta: 1 day, 14:03:24 iter: 100599 total_loss: 8.655 loss_class: 0.2308 loss_bbox: 0.1019 loss_giou: 0.3674 loss_class_0: 0.2628 loss_bbox_0: 0.1114 loss_giou_0: 0.3863 loss_class_1: 0.2461 loss_bbox_1: 0.1069 loss_giou_1: 0.3762 loss_class_2: 0.2365 loss_bbox_2: 0.1045 loss_giou_2: 0.3719 loss_class_3: 0.2349 loss_bbox_3: 0.1033 loss_giou_3: 0.3682 loss_class_4: 0.23 loss_bbox_4: 0.1022 loss_giou_4: 0.3673 loss_class_enc: 0.2759 loss_bbox_enc: 0.1231 loss_giou_enc: 0.4082 loss_class_dn: 0.0435 loss_bbox_dn: 0.1263 loss_giou_dn: 0.3379 loss_class_dn_0: 0.09343 loss_bbox_dn_0: 0.2017 loss_giou_dn_0: 0.4918 loss_class_dn_1: 0.06433 loss_bbox_dn_1: 0.1497 loss_giou_dn_1: 0.3818 loss_class_dn_2: 0.05241 loss_bbox_dn_2: 0.1306 loss_giou_dn_2: 0.3505 loss_class_dn_3: 0.04705 loss_bbox_dn_3: 0.1278 loss_giou_dn_3: 0.3396 loss_class_dn_4: 0.04397 loss_bbox_dn_4: 0.1264 loss_giou_dn_4: 0.3378 time: 1.1164 data_time: 0.0965 lr: 0.0001 max_mem: 43695M [05/21 00:43:32 d2.utils.events]: eta: 1 day, 14:03:22 iter: 100649 total_loss: 8.569 loss_class: 0.2334 loss_bbox: 0.1048 loss_giou: 0.3624 loss_class_0: 0.2597 loss_bbox_0: 0.1165 loss_giou_0: 0.3816 loss_class_1: 0.2452 loss_bbox_1: 0.1095 loss_giou_1: 0.3707 loss_class_2: 0.2383 loss_bbox_2: 0.1072 loss_giou_2: 0.3648 loss_class_3: 0.2358 loss_bbox_3: 0.1064 loss_giou_3: 0.3647 loss_class_4: 0.2338 loss_bbox_4: 0.1051 loss_giou_4: 0.3623 loss_class_enc: 0.2726 loss_bbox_enc: 0.1288 loss_giou_enc: 0.4073 loss_class_dn: 0.04305 loss_bbox_dn: 0.1272 loss_giou_dn: 0.3347 loss_class_dn_0: 0.09603 loss_bbox_dn_0: 0.2103 loss_giou_dn_0: 0.4799 loss_class_dn_1: 0.06603 loss_bbox_dn_1: 0.1501 loss_giou_dn_1: 0.3775 loss_class_dn_2: 0.05268 loss_bbox_dn_2: 0.1326 loss_giou_dn_2: 0.345 loss_class_dn_3: 0.0474 loss_bbox_dn_3: 0.1285 loss_giou_dn_3: 0.3363 loss_class_dn_4: 0.04499 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3347 time: 1.1164 data_time: 0.0987 lr: 0.0001 max_mem: 43695M [05/21 00:44:28 d2.utils.events]: eta: 1 day, 14:01:34 iter: 100699 total_loss: 8.535 loss_class: 0.2334 loss_bbox: 0.1034 loss_giou: 0.3631 loss_class_0: 0.2593 loss_bbox_0: 0.1156 loss_giou_0: 0.3821 loss_class_1: 0.2472 loss_bbox_1: 0.1096 loss_giou_1: 0.3736 loss_class_2: 0.2414 loss_bbox_2: 0.1062 loss_giou_2: 0.367 loss_class_3: 0.2375 loss_bbox_3: 0.1039 loss_giou_3: 0.3643 loss_class_4: 0.2342 loss_bbox_4: 0.1034 loss_giou_4: 0.3627 loss_class_enc: 0.2765 loss_bbox_enc: 0.1267 loss_giou_enc: 0.4067 loss_class_dn: 0.04196 loss_bbox_dn: 0.1278 loss_giou_dn: 0.3346 loss_class_dn_0: 0.09391 loss_bbox_dn_0: 0.2083 loss_giou_dn_0: 0.4852 loss_class_dn_1: 0.0646 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3775 loss_class_dn_2: 0.05135 loss_bbox_dn_2: 0.1323 loss_giou_dn_2: 0.3449 loss_class_dn_3: 0.04653 loss_bbox_dn_3: 0.129 loss_giou_dn_3: 0.3362 loss_class_dn_4: 0.04282 loss_bbox_dn_4: 0.1277 loss_giou_dn_4: 0.3346 time: 1.1164 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/21 00:45:24 d2.utils.events]: eta: 1 day, 13:59:31 iter: 100749 total_loss: 8.583 loss_class: 0.2334 loss_bbox: 0.1033 loss_giou: 0.3597 loss_class_0: 0.2623 loss_bbox_0: 0.112 loss_giou_0: 0.3792 loss_class_1: 0.2513 loss_bbox_1: 0.1074 loss_giou_1: 0.3677 loss_class_2: 0.2416 loss_bbox_2: 0.1048 loss_giou_2: 0.3622 loss_class_3: 0.2371 loss_bbox_3: 0.1031 loss_giou_3: 0.359 loss_class_4: 0.2354 loss_bbox_4: 0.1032 loss_giou_4: 0.3582 loss_class_enc: 0.2757 loss_bbox_enc: 0.1244 loss_giou_enc: 0.4061 loss_class_dn: 0.04218 loss_bbox_dn: 0.129 loss_giou_dn: 0.3416 loss_class_dn_0: 0.09481 loss_bbox_dn_0: 0.2042 loss_giou_dn_0: 0.4829 loss_class_dn_1: 0.06482 loss_bbox_dn_1: 0.15 loss_giou_dn_1: 0.3838 loss_class_dn_2: 0.05169 loss_bbox_dn_2: 0.1338 loss_giou_dn_2: 0.3515 loss_class_dn_3: 0.04519 loss_bbox_dn_3: 0.1305 loss_giou_dn_3: 0.3439 loss_class_dn_4: 0.04268 loss_bbox_dn_4: 0.129 loss_giou_dn_4: 0.3417 time: 1.1164 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 00:46:20 d2.utils.events]: eta: 1 day, 13:58:23 iter: 100799 total_loss: 8.691 loss_class: 0.2406 loss_bbox: 0.1056 loss_giou: 0.3496 loss_class_0: 0.2637 loss_bbox_0: 0.1141 loss_giou_0: 0.3731 loss_class_1: 0.2535 loss_bbox_1: 0.1094 loss_giou_1: 0.3631 loss_class_2: 0.2474 loss_bbox_2: 0.1074 loss_giou_2: 0.3576 loss_class_3: 0.2462 loss_bbox_3: 0.1048 loss_giou_3: 0.3515 loss_class_4: 0.2421 loss_bbox_4: 0.1057 loss_giou_4: 0.3499 loss_class_enc: 0.2807 loss_bbox_enc: 0.1304 loss_giou_enc: 0.3994 loss_class_dn: 0.04501 loss_bbox_dn: 0.1318 loss_giou_dn: 0.3366 loss_class_dn_0: 0.09709 loss_bbox_dn_0: 0.2202 loss_giou_dn_0: 0.4869 loss_class_dn_1: 0.06689 loss_bbox_dn_1: 0.1575 loss_giou_dn_1: 0.3811 loss_class_dn_2: 0.05491 loss_bbox_dn_2: 0.1378 loss_giou_dn_2: 0.3487 loss_class_dn_3: 0.05017 loss_bbox_dn_3: 0.1329 loss_giou_dn_3: 0.3389 loss_class_dn_4: 0.04567 loss_bbox_dn_4: 0.1319 loss_giou_dn_4: 0.3365 time: 1.1164 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 00:47:15 d2.utils.events]: eta: 1 day, 13:55:26 iter: 100849 total_loss: 8.603 loss_class: 0.2328 loss_bbox: 0.1001 loss_giou: 0.3679 loss_class_0: 0.2611 loss_bbox_0: 0.1142 loss_giou_0: 0.3904 loss_class_1: 0.2447 loss_bbox_1: 0.1075 loss_giou_1: 0.3814 loss_class_2: 0.2382 loss_bbox_2: 0.1029 loss_giou_2: 0.375 loss_class_3: 0.2364 loss_bbox_3: 0.102 loss_giou_3: 0.3709 loss_class_4: 0.2332 loss_bbox_4: 0.1001 loss_giou_4: 0.3669 loss_class_enc: 0.2756 loss_bbox_enc: 0.1246 loss_giou_enc: 0.4123 loss_class_dn: 0.04047 loss_bbox_dn: 0.127 loss_giou_dn: 0.3452 loss_class_dn_0: 0.09496 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.493 loss_class_dn_1: 0.06397 loss_bbox_dn_1: 0.149 loss_giou_dn_1: 0.3873 loss_class_dn_2: 0.05151 loss_bbox_dn_2: 0.132 loss_giou_dn_2: 0.3572 loss_class_dn_3: 0.04541 loss_bbox_dn_3: 0.1287 loss_giou_dn_3: 0.3478 loss_class_dn_4: 0.04111 loss_bbox_dn_4: 0.127 loss_giou_dn_4: 0.3452 time: 1.1164 data_time: 0.1040 lr: 0.0001 max_mem: 43695M [05/21 00:48:13 d2.utils.events]: eta: 1 day, 13:55:12 iter: 100899 total_loss: 8.412 loss_class: 0.225 loss_bbox: 0.1026 loss_giou: 0.3597 loss_class_0: 0.2531 loss_bbox_0: 0.1137 loss_giou_0: 0.3794 loss_class_1: 0.2373 loss_bbox_1: 0.1081 loss_giou_1: 0.3713 loss_class_2: 0.2314 loss_bbox_2: 0.1042 loss_giou_2: 0.3673 loss_class_3: 0.2277 loss_bbox_3: 0.1022 loss_giou_3: 0.3619 loss_class_4: 0.2272 loss_bbox_4: 0.1019 loss_giou_4: 0.36 loss_class_enc: 0.2716 loss_bbox_enc: 0.1235 loss_giou_enc: 0.4038 loss_class_dn: 0.03985 loss_bbox_dn: 0.1245 loss_giou_dn: 0.3304 loss_class_dn_0: 0.09007 loss_bbox_dn_0: 0.2087 loss_giou_dn_0: 0.479 loss_class_dn_1: 0.06002 loss_bbox_dn_1: 0.1452 loss_giou_dn_1: 0.3745 loss_class_dn_2: 0.04714 loss_bbox_dn_2: 0.1289 loss_giou_dn_2: 0.3417 loss_class_dn_3: 0.04414 loss_bbox_dn_3: 0.1257 loss_giou_dn_3: 0.3326 loss_class_dn_4: 0.04142 loss_bbox_dn_4: 0.1245 loss_giou_dn_4: 0.3304 time: 1.1164 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 00:49:09 d2.utils.events]: eta: 1 day, 13:55:52 iter: 100949 total_loss: 8.605 loss_class: 0.2346 loss_bbox: 0.09919 loss_giou: 0.3659 loss_class_0: 0.2647 loss_bbox_0: 0.1114 loss_giou_0: 0.3864 loss_class_1: 0.2501 loss_bbox_1: 0.1066 loss_giou_1: 0.3731 loss_class_2: 0.2412 loss_bbox_2: 0.1027 loss_giou_2: 0.3698 loss_class_3: 0.2383 loss_bbox_3: 0.1005 loss_giou_3: 0.366 loss_class_4: 0.2363 loss_bbox_4: 0.1005 loss_giou_4: 0.3652 loss_class_enc: 0.279 loss_bbox_enc: 0.1231 loss_giou_enc: 0.4079 loss_class_dn: 0.04449 loss_bbox_dn: 0.1286 loss_giou_dn: 0.3365 loss_class_dn_0: 0.09854 loss_bbox_dn_0: 0.2109 loss_giou_dn_0: 0.4888 loss_class_dn_1: 0.06853 loss_bbox_dn_1: 0.15 loss_giou_dn_1: 0.381 loss_class_dn_2: 0.05661 loss_bbox_dn_2: 0.1346 loss_giou_dn_2: 0.3481 loss_class_dn_3: 0.05023 loss_bbox_dn_3: 0.1304 loss_giou_dn_3: 0.3385 loss_class_dn_4: 0.0451 loss_bbox_dn_4: 0.1286 loss_giou_dn_4: 0.3366 time: 1.1164 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/21 00:50:05 d2.utils.events]: eta: 1 day, 13:53:48 iter: 100999 total_loss: 8.518 loss_class: 0.2381 loss_bbox: 0.1038 loss_giou: 0.3563 loss_class_0: 0.2671 loss_bbox_0: 0.1135 loss_giou_0: 0.3786 loss_class_1: 0.254 loss_bbox_1: 0.1101 loss_giou_1: 0.3684 loss_class_2: 0.2467 loss_bbox_2: 0.1061 loss_giou_2: 0.3633 loss_class_3: 0.2428 loss_bbox_3: 0.105 loss_giou_3: 0.3593 loss_class_4: 0.2378 loss_bbox_4: 0.104 loss_giou_4: 0.3571 loss_class_enc: 0.2806 loss_bbox_enc: 0.1241 loss_giou_enc: 0.4022 loss_class_dn: 0.04062 loss_bbox_dn: 0.1304 loss_giou_dn: 0.3323 loss_class_dn_0: 0.09451 loss_bbox_dn_0: 0.2118 loss_giou_dn_0: 0.4761 loss_class_dn_1: 0.06316 loss_bbox_dn_1: 0.1528 loss_giou_dn_1: 0.3729 loss_class_dn_2: 0.05157 loss_bbox_dn_2: 0.1355 loss_giou_dn_2: 0.3441 loss_class_dn_3: 0.0466 loss_bbox_dn_3: 0.1309 loss_giou_dn_3: 0.3339 loss_class_dn_4: 0.04216 loss_bbox_dn_4: 0.1304 loss_giou_dn_4: 0.3322 time: 1.1164 data_time: 0.0947 lr: 0.0001 max_mem: 43695M [05/21 00:51:01 d2.utils.events]: eta: 1 day, 13:53:28 iter: 101049 total_loss: 8.555 loss_class: 0.2361 loss_bbox: 0.1045 loss_giou: 0.3619 loss_class_0: 0.2638 loss_bbox_0: 0.1129 loss_giou_0: 0.3774 loss_class_1: 0.2503 loss_bbox_1: 0.1087 loss_giou_1: 0.3709 loss_class_2: 0.2434 loss_bbox_2: 0.1043 loss_giou_2: 0.3652 loss_class_3: 0.2401 loss_bbox_3: 0.1048 loss_giou_3: 0.3645 loss_class_4: 0.2371 loss_bbox_4: 0.1032 loss_giou_4: 0.3617 loss_class_enc: 0.278 loss_bbox_enc: 0.1277 loss_giou_enc: 0.4042 loss_class_dn: 0.044 loss_bbox_dn: 0.1281 loss_giou_dn: 0.3384 loss_class_dn_0: 0.09589 loss_bbox_dn_0: 0.2126 loss_giou_dn_0: 0.4905 loss_class_dn_1: 0.06626 loss_bbox_dn_1: 0.1519 loss_giou_dn_1: 0.3787 loss_class_dn_2: 0.05373 loss_bbox_dn_2: 0.1337 loss_giou_dn_2: 0.3489 loss_class_dn_3: 0.04893 loss_bbox_dn_3: 0.1293 loss_giou_dn_3: 0.3408 loss_class_dn_4: 0.04499 loss_bbox_dn_4: 0.1282 loss_giou_dn_4: 0.3379 time: 1.1164 data_time: 0.0966 lr: 0.0001 max_mem: 43695M [05/21 00:51:57 d2.utils.events]: eta: 1 day, 13:53:48 iter: 101099 total_loss: 8.46 loss_class: 0.2284 loss_bbox: 0.1035 loss_giou: 0.3662 loss_class_0: 0.2585 loss_bbox_0: 0.1152 loss_giou_0: 0.3849 loss_class_1: 0.2455 loss_bbox_1: 0.108 loss_giou_1: 0.3792 loss_class_2: 0.2372 loss_bbox_2: 0.1039 loss_giou_2: 0.3715 loss_class_3: 0.2312 loss_bbox_3: 0.1039 loss_giou_3: 0.3671 loss_class_4: 0.2287 loss_bbox_4: 0.103 loss_giou_4: 0.3661 loss_class_enc: 0.2739 loss_bbox_enc: 0.1243 loss_giou_enc: 0.4079 loss_class_dn: 0.04069 loss_bbox_dn: 0.1306 loss_giou_dn: 0.3375 loss_class_dn_0: 0.09333 loss_bbox_dn_0: 0.214 loss_giou_dn_0: 0.4911 loss_class_dn_1: 0.06258 loss_bbox_dn_1: 0.1533 loss_giou_dn_1: 0.3829 loss_class_dn_2: 0.04978 loss_bbox_dn_2: 0.1358 loss_giou_dn_2: 0.3497 loss_class_dn_3: 0.04543 loss_bbox_dn_3: 0.1315 loss_giou_dn_3: 0.3398 loss_class_dn_4: 0.04139 loss_bbox_dn_4: 0.1305 loss_giou_dn_4: 0.3373 time: 1.1164 data_time: 0.0978 lr: 0.0001 max_mem: 43695M [05/21 00:52:53 d2.utils.events]: eta: 1 day, 13:55:07 iter: 101149 total_loss: 8.707 loss_class: 0.238 loss_bbox: 0.1065 loss_giou: 0.3588 loss_class_0: 0.2672 loss_bbox_0: 0.1183 loss_giou_0: 0.3837 loss_class_1: 0.2509 loss_bbox_1: 0.1152 loss_giou_1: 0.3721 loss_class_2: 0.244 loss_bbox_2: 0.1102 loss_giou_2: 0.3621 loss_class_3: 0.2416 loss_bbox_3: 0.1079 loss_giou_3: 0.3597 loss_class_4: 0.238 loss_bbox_4: 0.1073 loss_giou_4: 0.3594 loss_class_enc: 0.2805 loss_bbox_enc: 0.1298 loss_giou_enc: 0.4065 loss_class_dn: 0.0445 loss_bbox_dn: 0.1333 loss_giou_dn: 0.3453 loss_class_dn_0: 0.09785 loss_bbox_dn_0: 0.2205 loss_giou_dn_0: 0.4934 loss_class_dn_1: 0.06719 loss_bbox_dn_1: 0.1578 loss_giou_dn_1: 0.3877 loss_class_dn_2: 0.05319 loss_bbox_dn_2: 0.1384 loss_giou_dn_2: 0.3566 loss_class_dn_3: 0.04867 loss_bbox_dn_3: 0.1344 loss_giou_dn_3: 0.347 loss_class_dn_4: 0.04623 loss_bbox_dn_4: 0.1333 loss_giou_dn_4: 0.3452 time: 1.1164 data_time: 0.0961 lr: 0.0001 max_mem: 43695M [05/21 00:53:49 d2.utils.events]: eta: 1 day, 13:53:33 iter: 101199 total_loss: 8.625 loss_class: 0.2317 loss_bbox: 0.1022 loss_giou: 0.3722 loss_class_0: 0.259 loss_bbox_0: 0.1135 loss_giou_0: 0.3978 loss_class_1: 0.2445 loss_bbox_1: 0.1077 loss_giou_1: 0.3839 loss_class_2: 0.2391 loss_bbox_2: 0.1049 loss_giou_2: 0.3778 loss_class_3: 0.233 loss_bbox_3: 0.1035 loss_giou_3: 0.3728 loss_class_4: 0.2313 loss_bbox_4: 0.1021 loss_giou_4: 0.3719 loss_class_enc: 0.2739 loss_bbox_enc: 0.1255 loss_giou_enc: 0.4228 loss_class_dn: 0.04376 loss_bbox_dn: 0.1295 loss_giou_dn: 0.3463 loss_class_dn_0: 0.09454 loss_bbox_dn_0: 0.2109 loss_giou_dn_0: 0.5007 loss_class_dn_1: 0.06481 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3902 loss_class_dn_2: 0.05259 loss_bbox_dn_2: 0.1334 loss_giou_dn_2: 0.3578 loss_class_dn_3: 0.04836 loss_bbox_dn_3: 0.1306 loss_giou_dn_3: 0.3482 loss_class_dn_4: 0.04487 loss_bbox_dn_4: 0.1296 loss_giou_dn_4: 0.3462 time: 1.1164 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 00:54:46 d2.utils.events]: eta: 1 day, 13:53:20 iter: 101249 total_loss: 8.655 loss_class: 0.2369 loss_bbox: 0.1025 loss_giou: 0.3636 loss_class_0: 0.2601 loss_bbox_0: 0.1129 loss_giou_0: 0.3881 loss_class_1: 0.2457 loss_bbox_1: 0.1081 loss_giou_1: 0.3796 loss_class_2: 0.2413 loss_bbox_2: 0.1036 loss_giou_2: 0.3679 loss_class_3: 0.2364 loss_bbox_3: 0.1028 loss_giou_3: 0.3657 loss_class_4: 0.2378 loss_bbox_4: 0.1026 loss_giou_4: 0.3633 loss_class_enc: 0.2757 loss_bbox_enc: 0.1221 loss_giou_enc: 0.4117 loss_class_dn: 0.04216 loss_bbox_dn: 0.1282 loss_giou_dn: 0.3424 loss_class_dn_0: 0.09419 loss_bbox_dn_0: 0.2041 loss_giou_dn_0: 0.494 loss_class_dn_1: 0.06304 loss_bbox_dn_1: 0.1505 loss_giou_dn_1: 0.3877 loss_class_dn_2: 0.05248 loss_bbox_dn_2: 0.1336 loss_giou_dn_2: 0.3528 loss_class_dn_3: 0.04658 loss_bbox_dn_3: 0.1291 loss_giou_dn_3: 0.3439 loss_class_dn_4: 0.04271 loss_bbox_dn_4: 0.1282 loss_giou_dn_4: 0.3423 time: 1.1164 data_time: 0.0952 lr: 0.0001 max_mem: 43695M [05/21 00:55:42 d2.utils.events]: eta: 1 day, 13:52:44 iter: 101299 total_loss: 8.653 loss_class: 0.2336 loss_bbox: 0.1054 loss_giou: 0.3689 loss_class_0: 0.2615 loss_bbox_0: 0.1196 loss_giou_0: 0.3923 loss_class_1: 0.2471 loss_bbox_1: 0.1111 loss_giou_1: 0.3785 loss_class_2: 0.2408 loss_bbox_2: 0.1085 loss_giou_2: 0.3724 loss_class_3: 0.2375 loss_bbox_3: 0.1056 loss_giou_3: 0.3685 loss_class_4: 0.2351 loss_bbox_4: 0.105 loss_giou_4: 0.3677 loss_class_enc: 0.2769 loss_bbox_enc: 0.1295 loss_giou_enc: 0.4107 loss_class_dn: 0.04278 loss_bbox_dn: 0.1341 loss_giou_dn: 0.3372 loss_class_dn_0: 0.09403 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.4888 loss_class_dn_1: 0.06451 loss_bbox_dn_1: 0.1551 loss_giou_dn_1: 0.3849 loss_class_dn_2: 0.05176 loss_bbox_dn_2: 0.1391 loss_giou_dn_2: 0.3496 loss_class_dn_3: 0.04821 loss_bbox_dn_3: 0.135 loss_giou_dn_3: 0.3399 loss_class_dn_4: 0.04361 loss_bbox_dn_4: 0.1342 loss_giou_dn_4: 0.3372 time: 1.1164 data_time: 0.0898 lr: 0.0001 max_mem: 43695M [05/21 00:56:38 d2.utils.events]: eta: 1 day, 13:54:25 iter: 101349 total_loss: 8.58 loss_class: 0.2283 loss_bbox: 0.1066 loss_giou: 0.3613 loss_class_0: 0.2568 loss_bbox_0: 0.1176 loss_giou_0: 0.38 loss_class_1: 0.2435 loss_bbox_1: 0.1118 loss_giou_1: 0.371 loss_class_2: 0.2362 loss_bbox_2: 0.109 loss_giou_2: 0.3651 loss_class_3: 0.2322 loss_bbox_3: 0.1072 loss_giou_3: 0.3613 loss_class_4: 0.2294 loss_bbox_4: 0.1072 loss_giou_4: 0.3618 loss_class_enc: 0.2721 loss_bbox_enc: 0.1299 loss_giou_enc: 0.4043 loss_class_dn: 0.04205 loss_bbox_dn: 0.1332 loss_giou_dn: 0.3397 loss_class_dn_0: 0.09422 loss_bbox_dn_0: 0.2172 loss_giou_dn_0: 0.4851 loss_class_dn_1: 0.06493 loss_bbox_dn_1: 0.1564 loss_giou_dn_1: 0.3813 loss_class_dn_2: 0.05147 loss_bbox_dn_2: 0.1373 loss_giou_dn_2: 0.351 loss_class_dn_3: 0.04644 loss_bbox_dn_3: 0.1341 loss_giou_dn_3: 0.3417 loss_class_dn_4: 0.04332 loss_bbox_dn_4: 0.1331 loss_giou_dn_4: 0.3397 time: 1.1164 data_time: 0.0913 lr: 0.0001 max_mem: 43695M [05/21 00:57:34 d2.utils.events]: eta: 1 day, 13:54:01 iter: 101399 total_loss: 8.727 loss_class: 0.232 loss_bbox: 0.1005 loss_giou: 0.3653 loss_class_0: 0.263 loss_bbox_0: 0.1116 loss_giou_0: 0.3852 loss_class_1: 0.2467 loss_bbox_1: 0.1069 loss_giou_1: 0.3739 loss_class_2: 0.2399 loss_bbox_2: 0.1041 loss_giou_2: 0.3693 loss_class_3: 0.237 loss_bbox_3: 0.1017 loss_giou_3: 0.3661 loss_class_4: 0.2336 loss_bbox_4: 0.101 loss_giou_4: 0.3654 loss_class_enc: 0.2777 loss_bbox_enc: 0.123 loss_giou_enc: 0.404 loss_class_dn: 0.04463 loss_bbox_dn: 0.1282 loss_giou_dn: 0.3444 loss_class_dn_0: 0.09841 loss_bbox_dn_0: 0.2105 loss_giou_dn_0: 0.4891 loss_class_dn_1: 0.06616 loss_bbox_dn_1: 0.1516 loss_giou_dn_1: 0.3852 loss_class_dn_2: 0.05366 loss_bbox_dn_2: 0.134 loss_giou_dn_2: 0.3549 loss_class_dn_3: 0.04816 loss_bbox_dn_3: 0.13 loss_giou_dn_3: 0.3471 loss_class_dn_4: 0.04508 loss_bbox_dn_4: 0.1283 loss_giou_dn_4: 0.3445 time: 1.1164 data_time: 0.0992 lr: 0.0001 max_mem: 43695M [05/21 00:58:30 d2.utils.events]: eta: 1 day, 13:53:05 iter: 101449 total_loss: 8.73 loss_class: 0.2369 loss_bbox: 0.1016 loss_giou: 0.3573 loss_class_0: 0.2634 loss_bbox_0: 0.1154 loss_giou_0: 0.38 loss_class_1: 0.249 loss_bbox_1: 0.1074 loss_giou_1: 0.3699 loss_class_2: 0.2422 loss_bbox_2: 0.1058 loss_giou_2: 0.3619 loss_class_3: 0.2394 loss_bbox_3: 0.1035 loss_giou_3: 0.3576 loss_class_4: 0.237 loss_bbox_4: 0.1022 loss_giou_4: 0.3571 loss_class_enc: 0.2776 loss_bbox_enc: 0.1246 loss_giou_enc: 0.4016 loss_class_dn: 0.04724 loss_bbox_dn: 0.1272 loss_giou_dn: 0.3386 loss_class_dn_0: 0.1015 loss_bbox_dn_0: 0.2152 loss_giou_dn_0: 0.4936 loss_class_dn_1: 0.0714 loss_bbox_dn_1: 0.1522 loss_giou_dn_1: 0.3798 loss_class_dn_2: 0.05774 loss_bbox_dn_2: 0.133 loss_giou_dn_2: 0.35 loss_class_dn_3: 0.0523 loss_bbox_dn_3: 0.1284 loss_giou_dn_3: 0.3405 loss_class_dn_4: 0.04831 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3385 time: 1.1164 data_time: 0.1053 lr: 0.0001 max_mem: 43695M [05/21 00:59:26 d2.utils.events]: eta: 1 day, 13:48:54 iter: 101499 total_loss: 8.645 loss_class: 0.2384 loss_bbox: 0.104 loss_giou: 0.3666 loss_class_0: 0.2634 loss_bbox_0: 0.1148 loss_giou_0: 0.3863 loss_class_1: 0.2521 loss_bbox_1: 0.1091 loss_giou_1: 0.3769 loss_class_2: 0.2444 loss_bbox_2: 0.1067 loss_giou_2: 0.3702 loss_class_3: 0.2415 loss_bbox_3: 0.1062 loss_giou_3: 0.3661 loss_class_4: 0.2395 loss_bbox_4: 0.1044 loss_giou_4: 0.3658 loss_class_enc: 0.2816 loss_bbox_enc: 0.125 loss_giou_enc: 0.4074 loss_class_dn: 0.04051 loss_bbox_dn: 0.1365 loss_giou_dn: 0.3496 loss_class_dn_0: 0.09366 loss_bbox_dn_0: 0.2187 loss_giou_dn_0: 0.4911 loss_class_dn_1: 0.06272 loss_bbox_dn_1: 0.1611 loss_giou_dn_1: 0.3901 loss_class_dn_2: 0.05104 loss_bbox_dn_2: 0.1426 loss_giou_dn_2: 0.3615 loss_class_dn_3: 0.04564 loss_bbox_dn_3: 0.1379 loss_giou_dn_3: 0.3521 loss_class_dn_4: 0.04194 loss_bbox_dn_4: 0.1365 loss_giou_dn_4: 0.3495 time: 1.1164 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 01:00:23 d2.utils.events]: eta: 1 day, 13:50:32 iter: 101549 total_loss: 8.627 loss_class: 0.239 loss_bbox: 0.103 loss_giou: 0.3561 loss_class_0: 0.2702 loss_bbox_0: 0.1137 loss_giou_0: 0.3807 loss_class_1: 0.2554 loss_bbox_1: 0.1093 loss_giou_1: 0.3695 loss_class_2: 0.2484 loss_bbox_2: 0.1052 loss_giou_2: 0.3616 loss_class_3: 0.2447 loss_bbox_3: 0.1044 loss_giou_3: 0.3576 loss_class_4: 0.2426 loss_bbox_4: 0.1024 loss_giou_4: 0.3562 loss_class_enc: 0.2854 loss_bbox_enc: 0.1237 loss_giou_enc: 0.4037 loss_class_dn: 0.04217 loss_bbox_dn: 0.1292 loss_giou_dn: 0.3396 loss_class_dn_0: 0.09434 loss_bbox_dn_0: 0.2156 loss_giou_dn_0: 0.4923 loss_class_dn_1: 0.0643 loss_bbox_dn_1: 0.1532 loss_giou_dn_1: 0.3862 loss_class_dn_2: 0.05194 loss_bbox_dn_2: 0.1347 loss_giou_dn_2: 0.3514 loss_class_dn_3: 0.04727 loss_bbox_dn_3: 0.1305 loss_giou_dn_3: 0.3422 loss_class_dn_4: 0.04304 loss_bbox_dn_4: 0.1292 loss_giou_dn_4: 0.3397 time: 1.1164 data_time: 0.0956 lr: 0.0001 max_mem: 43695M [05/21 01:01:19 d2.utils.events]: eta: 1 day, 13:47:40 iter: 101599 total_loss: 8.708 loss_class: 0.2381 loss_bbox: 0.1025 loss_giou: 0.3684 loss_class_0: 0.2644 loss_bbox_0: 0.1143 loss_giou_0: 0.3915 loss_class_1: 0.2506 loss_bbox_1: 0.1095 loss_giou_1: 0.38 loss_class_2: 0.245 loss_bbox_2: 0.1064 loss_giou_2: 0.3722 loss_class_3: 0.2407 loss_bbox_3: 0.1046 loss_giou_3: 0.3705 loss_class_4: 0.2379 loss_bbox_4: 0.1028 loss_giou_4: 0.3688 loss_class_enc: 0.2767 loss_bbox_enc: 0.1232 loss_giou_enc: 0.4112 loss_class_dn: 0.04385 loss_bbox_dn: 0.1267 loss_giou_dn: 0.3441 loss_class_dn_0: 0.09924 loss_bbox_dn_0: 0.209 loss_giou_dn_0: 0.5027 loss_class_dn_1: 0.06759 loss_bbox_dn_1: 0.1495 loss_giou_dn_1: 0.3856 loss_class_dn_2: 0.05445 loss_bbox_dn_2: 0.1318 loss_giou_dn_2: 0.3542 loss_class_dn_3: 0.04907 loss_bbox_dn_3: 0.1275 loss_giou_dn_3: 0.3461 loss_class_dn_4: 0.04514 loss_bbox_dn_4: 0.1266 loss_giou_dn_4: 0.344 time: 1.1164 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 01:02:15 d2.utils.events]: eta: 1 day, 13:46:45 iter: 101649 total_loss: 8.609 loss_class: 0.2352 loss_bbox: 0.1036 loss_giou: 0.3555 loss_class_0: 0.2604 loss_bbox_0: 0.1151 loss_giou_0: 0.3783 loss_class_1: 0.2505 loss_bbox_1: 0.1087 loss_giou_1: 0.3651 loss_class_2: 0.2429 loss_bbox_2: 0.1044 loss_giou_2: 0.3601 loss_class_3: 0.2392 loss_bbox_3: 0.1031 loss_giou_3: 0.3555 loss_class_4: 0.2354 loss_bbox_4: 0.1024 loss_giou_4: 0.3549 loss_class_enc: 0.2764 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4015 loss_class_dn: 0.04252 loss_bbox_dn: 0.1276 loss_giou_dn: 0.3363 loss_class_dn_0: 0.09634 loss_bbox_dn_0: 0.2103 loss_giou_dn_0: 0.4868 loss_class_dn_1: 0.06483 loss_bbox_dn_1: 0.1508 loss_giou_dn_1: 0.378 loss_class_dn_2: 0.05147 loss_bbox_dn_2: 0.1344 loss_giou_dn_2: 0.3479 loss_class_dn_3: 0.04651 loss_bbox_dn_3: 0.1288 loss_giou_dn_3: 0.3382 loss_class_dn_4: 0.04351 loss_bbox_dn_4: 0.1275 loss_giou_dn_4: 0.3361 time: 1.1164 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 01:03:12 d2.utils.events]: eta: 1 day, 13:47:55 iter: 101699 total_loss: 8.545 loss_class: 0.2324 loss_bbox: 0.09858 loss_giou: 0.357 loss_class_0: 0.263 loss_bbox_0: 0.1104 loss_giou_0: 0.3818 loss_class_1: 0.2458 loss_bbox_1: 0.1041 loss_giou_1: 0.3666 loss_class_2: 0.2388 loss_bbox_2: 0.1016 loss_giou_2: 0.3597 loss_class_3: 0.2371 loss_bbox_3: 0.09949 loss_giou_3: 0.3585 loss_class_4: 0.2342 loss_bbox_4: 0.09881 loss_giou_4: 0.3567 loss_class_enc: 0.2769 loss_bbox_enc: 0.1231 loss_giou_enc: 0.4072 loss_class_dn: 0.04039 loss_bbox_dn: 0.1272 loss_giou_dn: 0.336 loss_class_dn_0: 0.09367 loss_bbox_dn_0: 0.2072 loss_giou_dn_0: 0.4861 loss_class_dn_1: 0.06282 loss_bbox_dn_1: 0.1514 loss_giou_dn_1: 0.3814 loss_class_dn_2: 0.04897 loss_bbox_dn_2: 0.1327 loss_giou_dn_2: 0.3472 loss_class_dn_3: 0.04443 loss_bbox_dn_3: 0.1282 loss_giou_dn_3: 0.3375 loss_class_dn_4: 0.04101 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.336 time: 1.1164 data_time: 0.0930 lr: 0.0001 max_mem: 43695M [05/21 01:04:08 d2.utils.events]: eta: 1 day, 13:48:27 iter: 101749 total_loss: 8.582 loss_class: 0.2374 loss_bbox: 0.1007 loss_giou: 0.3665 loss_class_0: 0.2625 loss_bbox_0: 0.1111 loss_giou_0: 0.3865 loss_class_1: 0.2487 loss_bbox_1: 0.1054 loss_giou_1: 0.3762 loss_class_2: 0.2409 loss_bbox_2: 0.1015 loss_giou_2: 0.3745 loss_class_3: 0.2413 loss_bbox_3: 0.1014 loss_giou_3: 0.3686 loss_class_4: 0.2381 loss_bbox_4: 0.101 loss_giou_4: 0.3666 loss_class_enc: 0.2748 loss_bbox_enc: 0.1217 loss_giou_enc: 0.4132 loss_class_dn: 0.04405 loss_bbox_dn: 0.1261 loss_giou_dn: 0.3433 loss_class_dn_0: 0.09656 loss_bbox_dn_0: 0.2015 loss_giou_dn_0: 0.4804 loss_class_dn_1: 0.06613 loss_bbox_dn_1: 0.1474 loss_giou_dn_1: 0.3788 loss_class_dn_2: 0.05361 loss_bbox_dn_2: 0.1308 loss_giou_dn_2: 0.353 loss_class_dn_3: 0.04925 loss_bbox_dn_3: 0.127 loss_giou_dn_3: 0.3454 loss_class_dn_4: 0.04574 loss_bbox_dn_4: 0.126 loss_giou_dn_4: 0.3431 time: 1.1164 data_time: 0.1017 lr: 0.0001 max_mem: 43695M [05/21 01:05:04 d2.utils.events]: eta: 1 day, 13:47:40 iter: 101799 total_loss: 8.589 loss_class: 0.2355 loss_bbox: 0.105 loss_giou: 0.3527 loss_class_0: 0.2604 loss_bbox_0: 0.1152 loss_giou_0: 0.3794 loss_class_1: 0.2467 loss_bbox_1: 0.1097 loss_giou_1: 0.3633 loss_class_2: 0.2438 loss_bbox_2: 0.1058 loss_giou_2: 0.3564 loss_class_3: 0.2387 loss_bbox_3: 0.104 loss_giou_3: 0.3535 loss_class_4: 0.2359 loss_bbox_4: 0.1039 loss_giou_4: 0.3535 loss_class_enc: 0.2766 loss_bbox_enc: 0.1258 loss_giou_enc: 0.3949 loss_class_dn: 0.04584 loss_bbox_dn: 0.1298 loss_giou_dn: 0.337 loss_class_dn_0: 0.09908 loss_bbox_dn_0: 0.2074 loss_giou_dn_0: 0.4815 loss_class_dn_1: 0.06779 loss_bbox_dn_1: 0.152 loss_giou_dn_1: 0.3788 loss_class_dn_2: 0.05481 loss_bbox_dn_2: 0.1347 loss_giou_dn_2: 0.3478 loss_class_dn_3: 0.05004 loss_bbox_dn_3: 0.131 loss_giou_dn_3: 0.3393 loss_class_dn_4: 0.04709 loss_bbox_dn_4: 0.1298 loss_giou_dn_4: 0.3369 time: 1.1164 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 01:06:00 d2.utils.events]: eta: 1 day, 13:47:50 iter: 101849 total_loss: 8.815 loss_class: 0.2451 loss_bbox: 0.109 loss_giou: 0.3625 loss_class_0: 0.272 loss_bbox_0: 0.1176 loss_giou_0: 0.3845 loss_class_1: 0.2583 loss_bbox_1: 0.1128 loss_giou_1: 0.373 loss_class_2: 0.2521 loss_bbox_2: 0.1111 loss_giou_2: 0.3685 loss_class_3: 0.2498 loss_bbox_3: 0.1099 loss_giou_3: 0.3635 loss_class_4: 0.2471 loss_bbox_4: 0.1087 loss_giou_4: 0.3631 loss_class_enc: 0.2857 loss_bbox_enc: 0.1305 loss_giou_enc: 0.4068 loss_class_dn: 0.04343 loss_bbox_dn: 0.1354 loss_giou_dn: 0.3387 loss_class_dn_0: 0.09791 loss_bbox_dn_0: 0.2249 loss_giou_dn_0: 0.4969 loss_class_dn_1: 0.06581 loss_bbox_dn_1: 0.1616 loss_giou_dn_1: 0.3858 loss_class_dn_2: 0.05349 loss_bbox_dn_2: 0.1402 loss_giou_dn_2: 0.3518 loss_class_dn_3: 0.04863 loss_bbox_dn_3: 0.1361 loss_giou_dn_3: 0.341 loss_class_dn_4: 0.04456 loss_bbox_dn_4: 0.1356 loss_giou_dn_4: 0.3388 time: 1.1164 data_time: 0.1104 lr: 0.0001 max_mem: 43695M [05/21 01:06:56 d2.utils.events]: eta: 1 day, 13:45:50 iter: 101899 total_loss: 8.642 loss_class: 0.2364 loss_bbox: 0.1026 loss_giou: 0.3714 loss_class_0: 0.2624 loss_bbox_0: 0.1129 loss_giou_0: 0.3906 loss_class_1: 0.2498 loss_bbox_1: 0.1075 loss_giou_1: 0.3798 loss_class_2: 0.2421 loss_bbox_2: 0.1044 loss_giou_2: 0.375 loss_class_3: 0.2389 loss_bbox_3: 0.1042 loss_giou_3: 0.3712 loss_class_4: 0.2376 loss_bbox_4: 0.103 loss_giou_4: 0.3711 loss_class_enc: 0.2792 loss_bbox_enc: 0.1243 loss_giou_enc: 0.4135 loss_class_dn: 0.04127 loss_bbox_dn: 0.1322 loss_giou_dn: 0.3475 loss_class_dn_0: 0.09266 loss_bbox_dn_0: 0.2104 loss_giou_dn_0: 0.4972 loss_class_dn_1: 0.06344 loss_bbox_dn_1: 0.1537 loss_giou_dn_1: 0.3906 loss_class_dn_2: 0.05119 loss_bbox_dn_2: 0.1369 loss_giou_dn_2: 0.3585 loss_class_dn_3: 0.04565 loss_bbox_dn_3: 0.1332 loss_giou_dn_3: 0.35 loss_class_dn_4: 0.04313 loss_bbox_dn_4: 0.1322 loss_giou_dn_4: 0.3478 time: 1.1164 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 01:07:53 d2.utils.events]: eta: 1 day, 13:43:32 iter: 101949 total_loss: 8.551 loss_class: 0.2327 loss_bbox: 0.102 loss_giou: 0.3488 loss_class_0: 0.2605 loss_bbox_0: 0.1148 loss_giou_0: 0.3695 loss_class_1: 0.2483 loss_bbox_1: 0.1083 loss_giou_1: 0.3585 loss_class_2: 0.2424 loss_bbox_2: 0.1048 loss_giou_2: 0.3508 loss_class_3: 0.236 loss_bbox_3: 0.103 loss_giou_3: 0.3489 loss_class_4: 0.2349 loss_bbox_4: 0.1018 loss_giou_4: 0.3489 loss_class_enc: 0.2797 loss_bbox_enc: 0.1266 loss_giou_enc: 0.3895 loss_class_dn: 0.04184 loss_bbox_dn: 0.1325 loss_giou_dn: 0.3281 loss_class_dn_0: 0.09414 loss_bbox_dn_0: 0.2138 loss_giou_dn_0: 0.4771 loss_class_dn_1: 0.06305 loss_bbox_dn_1: 0.1546 loss_giou_dn_1: 0.37 loss_class_dn_2: 0.05134 loss_bbox_dn_2: 0.1386 loss_giou_dn_2: 0.3394 loss_class_dn_3: 0.04597 loss_bbox_dn_3: 0.1338 loss_giou_dn_3: 0.3303 loss_class_dn_4: 0.04346 loss_bbox_dn_4: 0.1325 loss_giou_dn_4: 0.328 time: 1.1164 data_time: 0.0969 lr: 0.0001 max_mem: 43695M [05/21 01:08:49 d2.utils.events]: eta: 1 day, 13:42:37 iter: 101999 total_loss: 8.646 loss_class: 0.2343 loss_bbox: 0.1057 loss_giou: 0.3668 loss_class_0: 0.2595 loss_bbox_0: 0.12 loss_giou_0: 0.3887 loss_class_1: 0.246 loss_bbox_1: 0.1101 loss_giou_1: 0.3766 loss_class_2: 0.2406 loss_bbox_2: 0.1085 loss_giou_2: 0.3715 loss_class_3: 0.2382 loss_bbox_3: 0.1067 loss_giou_3: 0.3673 loss_class_4: 0.2362 loss_bbox_4: 0.1056 loss_giou_4: 0.3665 loss_class_enc: 0.2756 loss_bbox_enc: 0.1301 loss_giou_enc: 0.4107 loss_class_dn: 0.04142 loss_bbox_dn: 0.1336 loss_giou_dn: 0.3411 loss_class_dn_0: 0.09753 loss_bbox_dn_0: 0.2182 loss_giou_dn_0: 0.5005 loss_class_dn_1: 0.06555 loss_bbox_dn_1: 0.1589 loss_giou_dn_1: 0.3848 loss_class_dn_2: 0.05188 loss_bbox_dn_2: 0.1403 loss_giou_dn_2: 0.3513 loss_class_dn_3: 0.04658 loss_bbox_dn_3: 0.1356 loss_giou_dn_3: 0.3433 loss_class_dn_4: 0.04287 loss_bbox_dn_4: 0.1335 loss_giou_dn_4: 0.3411 time: 1.1164 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 01:09:47 d2.utils.events]: eta: 1 day, 13:40:23 iter: 102049 total_loss: 8.625 loss_class: 0.2354 loss_bbox: 0.1005 loss_giou: 0.3527 loss_class_0: 0.261 loss_bbox_0: 0.1113 loss_giou_0: 0.376 loss_class_1: 0.2474 loss_bbox_1: 0.1055 loss_giou_1: 0.362 loss_class_2: 0.242 loss_bbox_2: 0.1033 loss_giou_2: 0.3567 loss_class_3: 0.2402 loss_bbox_3: 0.1012 loss_giou_3: 0.3525 loss_class_4: 0.2366 loss_bbox_4: 0.1008 loss_giou_4: 0.3531 loss_class_enc: 0.2755 loss_bbox_enc: 0.1222 loss_giou_enc: 0.395 loss_class_dn: 0.04257 loss_bbox_dn: 0.1267 loss_giou_dn: 0.3431 loss_class_dn_0: 0.09431 loss_bbox_dn_0: 0.2052 loss_giou_dn_0: 0.491 loss_class_dn_1: 0.06494 loss_bbox_dn_1: 0.1484 loss_giou_dn_1: 0.387 loss_class_dn_2: 0.05123 loss_bbox_dn_2: 0.1307 loss_giou_dn_2: 0.3534 loss_class_dn_3: 0.04672 loss_bbox_dn_3: 0.1277 loss_giou_dn_3: 0.3456 loss_class_dn_4: 0.04413 loss_bbox_dn_4: 0.1267 loss_giou_dn_4: 0.343 time: 1.1164 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 01:10:42 d2.utils.events]: eta: 1 day, 13:38:11 iter: 102099 total_loss: 8.686 loss_class: 0.2362 loss_bbox: 0.1037 loss_giou: 0.3713 loss_class_0: 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loss_class_1: 0.2524 loss_bbox_1: 0.1077 loss_giou_1: 0.3627 loss_class_2: 0.2443 loss_bbox_2: 0.1051 loss_giou_2: 0.3567 loss_class_3: 0.2398 loss_bbox_3: 0.1042 loss_giou_3: 0.3527 loss_class_4: 0.2385 loss_bbox_4: 0.1036 loss_giou_4: 0.3522 loss_class_enc: 0.2824 loss_bbox_enc: 0.1275 loss_giou_enc: 0.4001 loss_class_dn: 0.04477 loss_bbox_dn: 0.1315 loss_giou_dn: 0.3334 loss_class_dn_0: 0.09906 loss_bbox_dn_0: 0.2156 loss_giou_dn_0: 0.4842 loss_class_dn_1: 0.06819 loss_bbox_dn_1: 0.1549 loss_giou_dn_1: 0.3783 loss_class_dn_2: 0.05553 loss_bbox_dn_2: 0.1377 loss_giou_dn_2: 0.3447 loss_class_dn_3: 0.05006 loss_bbox_dn_3: 0.1325 loss_giou_dn_3: 0.3358 loss_class_dn_4: 0.04552 loss_bbox_dn_4: 0.1317 loss_giou_dn_4: 0.3334 time: 1.1165 data_time: 0.1013 lr: 0.0001 max_mem: 43695M [05/21 01:18:14 d2.utils.events]: eta: 1 day, 13:35:05 iter: 102499 total_loss: 8.679 loss_class: 0.2326 loss_bbox: 0.1016 loss_giou: 0.3618 loss_class_0: 0.2596 loss_bbox_0: 0.1133 loss_giou_0: 0.3804 loss_class_1: 0.2469 loss_bbox_1: 0.1049 loss_giou_1: 0.369 loss_class_2: 0.239 loss_bbox_2: 0.1048 loss_giou_2: 0.3651 loss_class_3: 0.2357 loss_bbox_3: 0.1028 loss_giou_3: 0.3627 loss_class_4: 0.2332 loss_bbox_4: 0.1019 loss_giou_4: 0.3619 loss_class_enc: 0.2724 loss_bbox_enc: 0.1304 loss_giou_enc: 0.405 loss_class_dn: 0.04181 loss_bbox_dn: 0.1273 loss_giou_dn: 0.3427 loss_class_dn_0: 0.09358 loss_bbox_dn_0: 0.2076 loss_giou_dn_0: 0.499 loss_class_dn_1: 0.06386 loss_bbox_dn_1: 0.1478 loss_giou_dn_1: 0.3862 loss_class_dn_2: 0.05186 loss_bbox_dn_2: 0.1315 loss_giou_dn_2: 0.3525 loss_class_dn_3: 0.04682 loss_bbox_dn_3: 0.1282 loss_giou_dn_3: 0.3443 loss_class_dn_4: 0.04299 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3429 time: 1.1165 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 01:19:11 d2.utils.events]: eta: 1 day, 13:32:23 iter: 102549 total_loss: 8.631 loss_class: 0.2352 loss_bbox: 0.1027 loss_giou: 0.3587 loss_class_0: 0.2635 loss_bbox_0: 0.1142 loss_giou_0: 0.3837 loss_class_1: 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loss_bbox_1: 0.1089 loss_giou_1: 0.3711 loss_class_2: 0.2443 loss_bbox_2: 0.1069 loss_giou_2: 0.3679 loss_class_3: 0.2426 loss_bbox_3: 0.1047 loss_giou_3: 0.3653 loss_class_4: 0.2381 loss_bbox_4: 0.1033 loss_giou_4: 0.3632 loss_class_enc: 0.2806 loss_bbox_enc: 0.1275 loss_giou_enc: 0.4041 loss_class_dn: 0.04502 loss_bbox_dn: 0.1297 loss_giou_dn: 0.3383 loss_class_dn_0: 0.09585 loss_bbox_dn_0: 0.2047 loss_giou_dn_0: 0.4901 loss_class_dn_1: 0.06582 loss_bbox_dn_1: 0.153 loss_giou_dn_1: 0.3815 loss_class_dn_2: 0.05428 loss_bbox_dn_2: 0.1348 loss_giou_dn_2: 0.35 loss_class_dn_3: 0.04864 loss_bbox_dn_3: 0.131 loss_giou_dn_3: 0.3409 loss_class_dn_4: 0.04607 loss_bbox_dn_4: 0.1297 loss_giou_dn_4: 0.3382 time: 1.1165 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 01:21:04 d2.utils.events]: eta: 1 day, 13:32:19 iter: 102649 total_loss: 8.645 loss_class: 0.2344 loss_bbox: 0.1062 loss_giou: 0.3668 loss_class_0: 0.2624 loss_bbox_0: 0.1155 loss_giou_0: 0.3863 loss_class_1: 0.2486 loss_bbox_1: 0.1112 loss_giou_1: 0.3743 loss_class_2: 0.2424 loss_bbox_2: 0.1072 loss_giou_2: 0.3702 loss_class_3: 0.2381 loss_bbox_3: 0.1063 loss_giou_3: 0.3682 loss_class_4: 0.2351 loss_bbox_4: 0.1065 loss_giou_4: 0.3671 loss_class_enc: 0.2762 loss_bbox_enc: 0.1263 loss_giou_enc: 0.4067 loss_class_dn: 0.04495 loss_bbox_dn: 0.1317 loss_giou_dn: 0.34 loss_class_dn_0: 0.09893 loss_bbox_dn_0: 0.2201 loss_giou_dn_0: 0.4891 loss_class_dn_1: 0.06788 loss_bbox_dn_1: 0.1569 loss_giou_dn_1: 0.384 loss_class_dn_2: 0.05583 loss_bbox_dn_2: 0.1376 loss_giou_dn_2: 0.3506 loss_class_dn_3: 0.05034 loss_bbox_dn_3: 0.1332 loss_giou_dn_3: 0.3413 loss_class_dn_4: 0.04622 loss_bbox_dn_4: 0.1318 loss_giou_dn_4: 0.3397 time: 1.1165 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/21 01:22:00 d2.utils.events]: eta: 1 day, 13:29:37 iter: 102699 total_loss: 8.685 loss_class: 0.233 loss_bbox: 0.1051 loss_giou: 0.3704 loss_class_0: 0.2609 loss_bbox_0: 0.1173 loss_giou_0: 0.391 loss_class_1: 0.2485 loss_bbox_1: 0.1108 loss_giou_1: 0.3818 loss_class_2: 0.2396 loss_bbox_2: 0.1091 loss_giou_2: 0.3755 loss_class_3: 0.2361 loss_bbox_3: 0.1073 loss_giou_3: 0.3718 loss_class_4: 0.2346 loss_bbox_4: 0.1054 loss_giou_4: 0.3704 loss_class_enc: 0.2776 loss_bbox_enc: 0.1286 loss_giou_enc: 0.4115 loss_class_dn: 0.04045 loss_bbox_dn: 0.1319 loss_giou_dn: 0.3418 loss_class_dn_0: 0.09331 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.4968 loss_class_dn_1: 0.06323 loss_bbox_dn_1: 0.1549 loss_giou_dn_1: 0.3861 loss_class_dn_2: 0.05029 loss_bbox_dn_2: 0.1361 loss_giou_dn_2: 0.3523 loss_class_dn_3: 0.04545 loss_bbox_dn_3: 0.1327 loss_giou_dn_3: 0.3433 loss_class_dn_4: 0.04251 loss_bbox_dn_4: 0.1319 loss_giou_dn_4: 0.3416 time: 1.1165 data_time: 0.0970 lr: 0.0001 max_mem: 43695M [05/21 01:22:56 d2.utils.events]: eta: 1 day, 13:28:49 iter: 102749 total_loss: 8.508 loss_class: 0.2344 loss_bbox: 0.1016 loss_giou: 0.3596 loss_class_0: 0.2635 loss_bbox_0: 0.1121 loss_giou_0: 0.3792 loss_class_1: 0.2486 loss_bbox_1: 0.1083 loss_giou_1: 0.3697 loss_class_2: 0.2429 loss_bbox_2: 0.1031 loss_giou_2: 0.3639 loss_class_3: 0.2398 loss_bbox_3: 0.1021 loss_giou_3: 0.3592 loss_class_4: 0.2356 loss_bbox_4: 0.1023 loss_giou_4: 0.3593 loss_class_enc: 0.2786 loss_bbox_enc: 0.1207 loss_giou_enc: 0.4003 loss_class_dn: 0.04189 loss_bbox_dn: 0.1272 loss_giou_dn: 0.3332 loss_class_dn_0: 0.09324 loss_bbox_dn_0: 0.2107 loss_giou_dn_0: 0.485 loss_class_dn_1: 0.06386 loss_bbox_dn_1: 0.1489 loss_giou_dn_1: 0.3768 loss_class_dn_2: 0.05122 loss_bbox_dn_2: 0.1312 loss_giou_dn_2: 0.3437 loss_class_dn_3: 0.04599 loss_bbox_dn_3: 0.1281 loss_giou_dn_3: 0.3352 loss_class_dn_4: 0.04278 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3332 time: 1.1165 data_time: 0.0899 lr: 0.0001 max_mem: 43695M [05/21 01:23:52 d2.utils.events]: eta: 1 day, 13:28:53 iter: 102799 total_loss: 8.568 loss_class: 0.2338 loss_bbox: 0.107 loss_giou: 0.3582 loss_class_0: 0.2658 loss_bbox_0: 0.1171 loss_giou_0: 0.3751 loss_class_1: 0.2495 loss_bbox_1: 0.1116 loss_giou_1: 0.3658 loss_class_2: 0.2401 loss_bbox_2: 0.1088 loss_giou_2: 0.3614 loss_class_3: 0.2385 loss_bbox_3: 0.1071 loss_giou_3: 0.3608 loss_class_4: 0.2358 loss_bbox_4: 0.1069 loss_giou_4: 0.3583 loss_class_enc: 0.2798 loss_bbox_enc: 0.1294 loss_giou_enc: 0.3984 loss_class_dn: 0.04223 loss_bbox_dn: 0.1337 loss_giou_dn: 0.3339 loss_class_dn_0: 0.09344 loss_bbox_dn_0: 0.2224 loss_giou_dn_0: 0.4842 loss_class_dn_1: 0.06362 loss_bbox_dn_1: 0.1588 loss_giou_dn_1: 0.3755 loss_class_dn_2: 0.05206 loss_bbox_dn_2: 0.139 loss_giou_dn_2: 0.3453 loss_class_dn_3: 0.04616 loss_bbox_dn_3: 0.1349 loss_giou_dn_3: 0.3365 loss_class_dn_4: 0.04279 loss_bbox_dn_4: 0.1337 loss_giou_dn_4: 0.3338 time: 1.1165 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 01:24:48 d2.utils.events]: eta: 1 day, 13:30:17 iter: 102849 total_loss: 8.672 loss_class: 0.231 loss_bbox: 0.1023 loss_giou: 0.3617 loss_class_0: 0.2587 loss_bbox_0: 0.1142 loss_giou_0: 0.3824 loss_class_1: 0.2478 loss_bbox_1: 0.1085 loss_giou_1: 0.3707 loss_class_2: 0.2381 loss_bbox_2: 0.106 loss_giou_2: 0.3679 loss_class_3: 0.2348 loss_bbox_3: 0.1031 loss_giou_3: 0.3638 loss_class_4: 0.2317 loss_bbox_4: 0.1023 loss_giou_4: 0.3616 loss_class_enc: 0.2753 loss_bbox_enc: 0.1242 loss_giou_enc: 0.4068 loss_class_dn: 0.04194 loss_bbox_dn: 0.1364 loss_giou_dn: 0.3382 loss_class_dn_0: 0.09634 loss_bbox_dn_0: 0.2139 loss_giou_dn_0: 0.4852 loss_class_dn_1: 0.06592 loss_bbox_dn_1: 0.1557 loss_giou_dn_1: 0.3781 loss_class_dn_2: 0.05128 loss_bbox_dn_2: 0.1392 loss_giou_dn_2: 0.3497 loss_class_dn_3: 0.04733 loss_bbox_dn_3: 0.137 loss_giou_dn_3: 0.3406 loss_class_dn_4: 0.04309 loss_bbox_dn_4: 0.1364 loss_giou_dn_4: 0.338 time: 1.1165 data_time: 0.0966 lr: 0.0001 max_mem: 43695M [05/21 01:25:43 d2.utils.events]: eta: 1 day, 13:27:03 iter: 102899 total_loss: 8.654 loss_class: 0.2343 loss_bbox: 0.1068 loss_giou: 0.3666 loss_class_0: 0.2637 loss_bbox_0: 0.1171 loss_giou_0: 0.3841 loss_class_1: 0.2527 loss_bbox_1: 0.1108 loss_giou_1: 0.3743 loss_class_2: 0.2438 loss_bbox_2: 0.1083 loss_giou_2: 0.37 loss_class_3: 0.2394 loss_bbox_3: 0.1072 loss_giou_3: 0.3686 loss_class_4: 0.2346 loss_bbox_4: 0.1069 loss_giou_4: 0.368 loss_class_enc: 0.277 loss_bbox_enc: 0.1292 loss_giou_enc: 0.4078 loss_class_dn: 0.04279 loss_bbox_dn: 0.1404 loss_giou_dn: 0.342 loss_class_dn_0: 0.09453 loss_bbox_dn_0: 0.2184 loss_giou_dn_0: 0.4942 loss_class_dn_1: 0.06332 loss_bbox_dn_1: 0.161 loss_giou_dn_1: 0.3862 loss_class_dn_2: 0.05164 loss_bbox_dn_2: 0.1446 loss_giou_dn_2: 0.3533 loss_class_dn_3: 0.0476 loss_bbox_dn_3: 0.1408 loss_giou_dn_3: 0.3445 loss_class_dn_4: 0.04422 loss_bbox_dn_4: 0.1404 loss_giou_dn_4: 0.3419 time: 1.1165 data_time: 0.0937 lr: 0.0001 max_mem: 43695M [05/21 01:26:39 d2.utils.events]: eta: 1 day, 13:24:08 iter: 102949 total_loss: 8.526 loss_class: 0.2333 loss_bbox: 0.1045 loss_giou: 0.3481 loss_class_0: 0.2606 loss_bbox_0: 0.117 loss_giou_0: 0.3709 loss_class_1: 0.2476 loss_bbox_1: 0.1101 loss_giou_1: 0.3573 loss_class_2: 0.24 loss_bbox_2: 0.1055 loss_giou_2: 0.3531 loss_class_3: 0.2381 loss_bbox_3: 0.1036 loss_giou_3: 0.3502 loss_class_4: 0.2354 loss_bbox_4: 0.1037 loss_giou_4: 0.3472 loss_class_enc: 0.2756 loss_bbox_enc: 0.1267 loss_giou_enc: 0.3957 loss_class_dn: 0.04169 loss_bbox_dn: 0.1284 loss_giou_dn: 0.3314 loss_class_dn_0: 0.09722 loss_bbox_dn_0: 0.2161 loss_giou_dn_0: 0.4881 loss_class_dn_1: 0.06447 loss_bbox_dn_1: 0.1527 loss_giou_dn_1: 0.3746 loss_class_dn_2: 0.05188 loss_bbox_dn_2: 0.1325 loss_giou_dn_2: 0.3416 loss_class_dn_3: 0.04674 loss_bbox_dn_3: 0.1293 loss_giou_dn_3: 0.3337 loss_class_dn_4: 0.04292 loss_bbox_dn_4: 0.1284 loss_giou_dn_4: 0.3313 time: 1.1165 data_time: 0.1024 lr: 0.0001 max_mem: 43695M [05/21 01:27:35 d2.utils.events]: eta: 1 day, 13:23:13 iter: 102999 total_loss: 8.657 loss_class: 0.2402 loss_bbox: 0.102 loss_giou: 0.3608 loss_class_0: 0.2629 loss_bbox_0: 0.114 loss_giou_0: 0.3856 loss_class_1: 0.2477 loss_bbox_1: 0.1092 loss_giou_1: 0.3717 loss_class_2: 0.2417 loss_bbox_2: 0.1061 loss_giou_2: 0.3656 loss_class_3: 0.2407 loss_bbox_3: 0.1034 loss_giou_3: 0.3632 loss_class_4: 0.2404 loss_bbox_4: 0.1022 loss_giou_4: 0.3602 loss_class_enc: 0.2774 loss_bbox_enc: 0.1209 loss_giou_enc: 0.4104 loss_class_dn: 0.04137 loss_bbox_dn: 0.13 loss_giou_dn: 0.339 loss_class_dn_0: 0.09581 loss_bbox_dn_0: 0.2086 loss_giou_dn_0: 0.4888 loss_class_dn_1: 0.06432 loss_bbox_dn_1: 0.1514 loss_giou_dn_1: 0.379 loss_class_dn_2: 0.05228 loss_bbox_dn_2: 0.1349 loss_giou_dn_2: 0.3502 loss_class_dn_3: 0.04655 loss_bbox_dn_3: 0.1309 loss_giou_dn_3: 0.3415 loss_class_dn_4: 0.04291 loss_bbox_dn_4: 0.13 loss_giou_dn_4: 0.3388 time: 1.1165 data_time: 0.0993 lr: 0.0001 max_mem: 43695M [05/21 01:28:31 d2.utils.events]: eta: 1 day, 13:22:17 iter: 103049 total_loss: 8.629 loss_class: 0.2331 loss_bbox: 0.1033 loss_giou: 0.3592 loss_class_0: 0.2609 loss_bbox_0: 0.1145 loss_giou_0: 0.3789 loss_class_1: 0.2456 loss_bbox_1: 0.1089 loss_giou_1: 0.3697 loss_class_2: 0.2376 loss_bbox_2: 0.1061 loss_giou_2: 0.3629 loss_class_3: 0.2349 loss_bbox_3: 0.1046 loss_giou_3: 0.36 loss_class_4: 0.2333 loss_bbox_4: 0.1033 loss_giou_4: 0.3596 loss_class_enc: 0.2734 loss_bbox_enc: 0.1221 loss_giou_enc: 0.4051 loss_class_dn: 0.04108 loss_bbox_dn: 0.1254 loss_giou_dn: 0.334 loss_class_dn_0: 0.09363 loss_bbox_dn_0: 0.2113 loss_giou_dn_0: 0.4874 loss_class_dn_1: 0.06303 loss_bbox_dn_1: 0.1514 loss_giou_dn_1: 0.3804 loss_class_dn_2: 0.05 loss_bbox_dn_2: 0.1308 loss_giou_dn_2: 0.3465 loss_class_dn_3: 0.04539 loss_bbox_dn_3: 0.1267 loss_giou_dn_3: 0.3359 loss_class_dn_4: 0.04172 loss_bbox_dn_4: 0.1252 loss_giou_dn_4: 0.3337 time: 1.1165 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/21 01:29:27 d2.utils.events]: eta: 1 day, 13:21:24 iter: 103099 total_loss: 8.71 loss_class: 0.2329 loss_bbox: 0.1045 loss_giou: 0.3617 loss_class_0: 0.2611 loss_bbox_0: 0.1169 loss_giou_0: 0.382 loss_class_1: 0.2453 loss_bbox_1: 0.1118 loss_giou_1: 0.3728 loss_class_2: 0.2388 loss_bbox_2: 0.1074 loss_giou_2: 0.367 loss_class_3: 0.2361 loss_bbox_3: 0.1057 loss_giou_3: 0.3641 loss_class_4: 0.2337 loss_bbox_4: 0.105 loss_giou_4: 0.3618 loss_class_enc: 0.2778 loss_bbox_enc: 0.1269 loss_giou_enc: 0.4054 loss_class_dn: 0.04255 loss_bbox_dn: 0.131 loss_giou_dn: 0.3424 loss_class_dn_0: 0.09367 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.4925 loss_class_dn_1: 0.06297 loss_bbox_dn_1: 0.1534 loss_giou_dn_1: 0.3846 loss_class_dn_2: 0.05112 loss_bbox_dn_2: 0.1363 loss_giou_dn_2: 0.3528 loss_class_dn_3: 0.04648 loss_bbox_dn_3: 0.1327 loss_giou_dn_3: 0.3452 loss_class_dn_4: 0.04353 loss_bbox_dn_4: 0.1309 loss_giou_dn_4: 0.3424 time: 1.1165 data_time: 0.0946 lr: 0.0001 max_mem: 43695M [05/21 01:30:24 d2.utils.events]: eta: 1 day, 13:16:39 iter: 103149 total_loss: 8.627 loss_class: 0.2366 loss_bbox: 0.1066 loss_giou: 0.3551 loss_class_0: 0.264 loss_bbox_0: 0.1179 loss_giou_0: 0.377 loss_class_1: 0.2497 loss_bbox_1: 0.1139 loss_giou_1: 0.3673 loss_class_2: 0.2427 loss_bbox_2: 0.1095 loss_giou_2: 0.3632 loss_class_3: 0.2405 loss_bbox_3: 0.1083 loss_giou_3: 0.3579 loss_class_4: 0.2371 loss_bbox_4: 0.1069 loss_giou_4: 0.3552 loss_class_enc: 0.2789 loss_bbox_enc: 0.1321 loss_giou_enc: 0.3978 loss_class_dn: 0.04036 loss_bbox_dn: 0.137 loss_giou_dn: 0.3398 loss_class_dn_0: 0.09347 loss_bbox_dn_0: 0.2191 loss_giou_dn_0: 0.4878 loss_class_dn_1: 0.06189 loss_bbox_dn_1: 0.1602 loss_giou_dn_1: 0.3826 loss_class_dn_2: 0.0487 loss_bbox_dn_2: 0.1412 loss_giou_dn_2: 0.3505 loss_class_dn_3: 0.0443 loss_bbox_dn_3: 0.1375 loss_giou_dn_3: 0.3423 loss_class_dn_4: 0.04095 loss_bbox_dn_4: 0.1369 loss_giou_dn_4: 0.3397 time: 1.1165 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 01:31:21 d2.utils.events]: eta: 1 day, 13:16:13 iter: 103199 total_loss: 8.784 loss_class: 0.2356 loss_bbox: 0.108 loss_giou: 0.3732 loss_class_0: 0.263 loss_bbox_0: 0.1188 loss_giou_0: 0.3951 loss_class_1: 0.2505 loss_bbox_1: 0.1129 loss_giou_1: 0.3857 loss_class_2: 0.2447 loss_bbox_2: 0.1108 loss_giou_2: 0.3786 loss_class_3: 0.2416 loss_bbox_3: 0.1087 loss_giou_3: 0.374 loss_class_4: 0.2372 loss_bbox_4: 0.1078 loss_giou_4: 0.3734 loss_class_enc: 0.2763 loss_bbox_enc: 0.1282 loss_giou_enc: 0.4201 loss_class_dn: 0.04216 loss_bbox_dn: 0.132 loss_giou_dn: 0.3502 loss_class_dn_0: 0.09669 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.4982 loss_class_dn_1: 0.06591 loss_bbox_dn_1: 0.1525 loss_giou_dn_1: 0.3903 loss_class_dn_2: 0.05146 loss_bbox_dn_2: 0.1379 loss_giou_dn_2: 0.3592 loss_class_dn_3: 0.04632 loss_bbox_dn_3: 0.1332 loss_giou_dn_3: 0.3526 loss_class_dn_4: 0.04347 loss_bbox_dn_4: 0.1321 loss_giou_dn_4: 0.3502 time: 1.1165 data_time: 0.0967 lr: 0.0001 max_mem: 43695M [05/21 01:32:17 d2.utils.events]: eta: 1 day, 13:15:18 iter: 103249 total_loss: 8.616 loss_class: 0.2384 loss_bbox: 0.1024 loss_giou: 0.3614 loss_class_0: 0.2663 loss_bbox_0: 0.1153 loss_giou_0: 0.3823 loss_class_1: 0.253 loss_bbox_1: 0.1083 loss_giou_1: 0.371 loss_class_2: 0.2448 loss_bbox_2: 0.1055 loss_giou_2: 0.3655 loss_class_3: 0.2418 loss_bbox_3: 0.1021 loss_giou_3: 0.3625 loss_class_4: 0.2394 loss_bbox_4: 0.1023 loss_giou_4: 0.3614 loss_class_enc: 0.2783 loss_bbox_enc: 0.1256 loss_giou_enc: 0.4069 loss_class_dn: 0.04088 loss_bbox_dn: 0.1284 loss_giou_dn: 0.3393 loss_class_dn_0: 0.09313 loss_bbox_dn_0: 0.2137 loss_giou_dn_0: 0.4919 loss_class_dn_1: 0.0631 loss_bbox_dn_1: 0.1511 loss_giou_dn_1: 0.3822 loss_class_dn_2: 0.05042 loss_bbox_dn_2: 0.1341 loss_giou_dn_2: 0.3506 loss_class_dn_3: 0.04531 loss_bbox_dn_3: 0.1295 loss_giou_dn_3: 0.341 loss_class_dn_4: 0.04122 loss_bbox_dn_4: 0.1284 loss_giou_dn_4: 0.3391 time: 1.1165 data_time: 0.0906 lr: 0.0001 max_mem: 43695M [05/21 01:33:13 d2.utils.events]: eta: 1 day, 13:12:58 iter: 103299 total_loss: 8.448 loss_class: 0.2202 loss_bbox: 0.1067 loss_giou: 0.3511 loss_class_0: 0.2531 loss_bbox_0: 0.1175 loss_giou_0: 0.3702 loss_class_1: 0.2368 loss_bbox_1: 0.1121 loss_giou_1: 0.3623 loss_class_2: 0.2293 loss_bbox_2: 0.1091 loss_giou_2: 0.355 loss_class_3: 0.2267 loss_bbox_3: 0.1066 loss_giou_3: 0.3534 loss_class_4: 0.2215 loss_bbox_4: 0.1072 loss_giou_4: 0.3524 loss_class_enc: 0.2637 loss_bbox_enc: 0.1283 loss_giou_enc: 0.3935 loss_class_dn: 0.04142 loss_bbox_dn: 0.1345 loss_giou_dn: 0.3323 loss_class_dn_0: 0.0923 loss_bbox_dn_0: 0.2138 loss_giou_dn_0: 0.484 loss_class_dn_1: 0.06278 loss_bbox_dn_1: 0.1556 loss_giou_dn_1: 0.3755 loss_class_dn_2: 0.04954 loss_bbox_dn_2: 0.1394 loss_giou_dn_2: 0.3449 loss_class_dn_3: 0.0449 loss_bbox_dn_3: 0.1353 loss_giou_dn_3: 0.3346 loss_class_dn_4: 0.04229 loss_bbox_dn_4: 0.1345 loss_giou_dn_4: 0.3321 time: 1.1165 data_time: 0.0967 lr: 0.0001 max_mem: 43695M [05/21 01:34:09 d2.utils.events]: eta: 1 day, 13:12:01 iter: 103349 total_loss: 8.576 loss_class: 0.2325 loss_bbox: 0.1036 loss_giou: 0.358 loss_class_0: 0.2583 loss_bbox_0: 0.1135 loss_giou_0: 0.3716 loss_class_1: 0.2438 loss_bbox_1: 0.1101 loss_giou_1: 0.3658 loss_class_2: 0.2385 loss_bbox_2: 0.1056 loss_giou_2: 0.3568 loss_class_3: 0.2346 loss_bbox_3: 0.1046 loss_giou_3: 0.3568 loss_class_4: 0.2326 loss_bbox_4: 0.1039 loss_giou_4: 0.3575 loss_class_enc: 0.2696 loss_bbox_enc: 0.1238 loss_giou_enc: 0.4006 loss_class_dn: 0.04162 loss_bbox_dn: 0.1279 loss_giou_dn: 0.3368 loss_class_dn_0: 0.09738 loss_bbox_dn_0: 0.2003 loss_giou_dn_0: 0.4828 loss_class_dn_1: 0.06444 loss_bbox_dn_1: 0.1489 loss_giou_dn_1: 0.376 loss_class_dn_2: 0.05208 loss_bbox_dn_2: 0.1331 loss_giou_dn_2: 0.348 loss_class_dn_3: 0.04693 loss_bbox_dn_3: 0.1292 loss_giou_dn_3: 0.3395 loss_class_dn_4: 0.0428 loss_bbox_dn_4: 0.1278 loss_giou_dn_4: 0.3368 time: 1.1165 data_time: 0.1006 lr: 0.0001 max_mem: 43695M [05/21 01:35:05 d2.utils.events]: eta: 1 day, 13:12:05 iter: 103399 total_loss: 8.548 loss_class: 0.2314 loss_bbox: 0.1 loss_giou: 0.3597 loss_class_0: 0.2559 loss_bbox_0: 0.1121 loss_giou_0: 0.3776 loss_class_1: 0.244 loss_bbox_1: 0.1053 loss_giou_1: 0.3686 loss_class_2: 0.2384 loss_bbox_2: 0.1023 loss_giou_2: 0.3605 loss_class_3: 0.2347 loss_bbox_3: 0.1008 loss_giou_3: 0.3585 loss_class_4: 0.2325 loss_bbox_4: 0.1001 loss_giou_4: 0.3601 loss_class_enc: 0.2715 loss_bbox_enc: 0.1232 loss_giou_enc: 0.3993 loss_class_dn: 0.04271 loss_bbox_dn: 0.1258 loss_giou_dn: 0.3338 loss_class_dn_0: 0.09373 loss_bbox_dn_0: 0.2031 loss_giou_dn_0: 0.4849 loss_class_dn_1: 0.06386 loss_bbox_dn_1: 0.1447 loss_giou_dn_1: 0.3758 loss_class_dn_2: 0.05153 loss_bbox_dn_2: 0.1306 loss_giou_dn_2: 0.3449 loss_class_dn_3: 0.04656 loss_bbox_dn_3: 0.1277 loss_giou_dn_3: 0.3365 loss_class_dn_4: 0.04361 loss_bbox_dn_4: 0.1258 loss_giou_dn_4: 0.3338 time: 1.1165 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 01:36:01 d2.utils.events]: eta: 1 day, 13:11:05 iter: 103449 total_loss: 8.582 loss_class: 0.2394 loss_bbox: 0.1021 loss_giou: 0.3585 loss_class_0: 0.2722 loss_bbox_0: 0.1122 loss_giou_0: 0.3823 loss_class_1: 0.2566 loss_bbox_1: 0.1075 loss_giou_1: 0.3693 loss_class_2: 0.2486 loss_bbox_2: 0.1048 loss_giou_2: 0.3621 loss_class_3: 0.2467 loss_bbox_3: 0.1023 loss_giou_3: 0.3579 loss_class_4: 0.2407 loss_bbox_4: 0.1027 loss_giou_4: 0.3585 loss_class_enc: 0.288 loss_bbox_enc: 0.1232 loss_giou_enc: 0.4076 loss_class_dn: 0.04045 loss_bbox_dn: 0.1278 loss_giou_dn: 0.3363 loss_class_dn_0: 0.0942 loss_bbox_dn_0: 0.2093 loss_giou_dn_0: 0.4875 loss_class_dn_1: 0.06271 loss_bbox_dn_1: 0.1513 loss_giou_dn_1: 0.3827 loss_class_dn_2: 0.0511 loss_bbox_dn_2: 0.1344 loss_giou_dn_2: 0.3509 loss_class_dn_3: 0.04557 loss_bbox_dn_3: 0.1296 loss_giou_dn_3: 0.339 loss_class_dn_4: 0.04144 loss_bbox_dn_4: 0.1278 loss_giou_dn_4: 0.3362 time: 1.1165 data_time: 0.1012 lr: 0.0001 max_mem: 43695M [05/21 01:36:59 d2.utils.events]: eta: 1 day, 13:10:27 iter: 103499 total_loss: 8.625 loss_class: 0.2307 loss_bbox: 0.1008 loss_giou: 0.3608 loss_class_0: 0.2634 loss_bbox_0: 0.1133 loss_giou_0: 0.3836 loss_class_1: 0.2452 loss_bbox_1: 0.1064 loss_giou_1: 0.3734 loss_class_2: 0.2375 loss_bbox_2: 0.1035 loss_giou_2: 0.3654 loss_class_3: 0.2334 loss_bbox_3: 0.102 loss_giou_3: 0.363 loss_class_4: 0.2329 loss_bbox_4: 0.1008 loss_giou_4: 0.3603 loss_class_enc: 0.2776 loss_bbox_enc: 0.1231 loss_giou_enc: 0.4054 loss_class_dn: 0.04267 loss_bbox_dn: 0.1244 loss_giou_dn: 0.3357 loss_class_dn_0: 0.09487 loss_bbox_dn_0: 0.2022 loss_giou_dn_0: 0.4854 loss_class_dn_1: 0.06407 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3776 loss_class_dn_2: 0.05243 loss_bbox_dn_2: 0.1296 loss_giou_dn_2: 0.347 loss_class_dn_3: 0.04704 loss_bbox_dn_3: 0.1251 loss_giou_dn_3: 0.338 loss_class_dn_4: 0.04355 loss_bbox_dn_4: 0.1244 loss_giou_dn_4: 0.3356 time: 1.1165 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 01:37:55 d2.utils.events]: eta: 1 day, 13:08:09 iter: 103549 total_loss: 8.566 loss_class: 0.2287 loss_bbox: 0.1024 loss_giou: 0.3627 loss_class_0: 0.2583 loss_bbox_0: 0.1133 loss_giou_0: 0.3832 loss_class_1: 0.2429 loss_bbox_1: 0.1075 loss_giou_1: 0.372 loss_class_2: 0.2356 loss_bbox_2: 0.1047 loss_giou_2: 0.3673 loss_class_3: 0.2348 loss_bbox_3: 0.1035 loss_giou_3: 0.3622 loss_class_4: 0.2298 loss_bbox_4: 0.1022 loss_giou_4: 0.3622 loss_class_enc: 0.2734 loss_bbox_enc: 0.1235 loss_giou_enc: 0.4057 loss_class_dn: 0.0393 loss_bbox_dn: 0.1246 loss_giou_dn: 0.3434 loss_class_dn_0: 0.09045 loss_bbox_dn_0: 0.2073 loss_giou_dn_0: 0.4917 loss_class_dn_1: 0.06163 loss_bbox_dn_1: 0.1468 loss_giou_dn_1: 0.3848 loss_class_dn_2: 0.04845 loss_bbox_dn_2: 0.1303 loss_giou_dn_2: 0.3535 loss_class_dn_3: 0.04256 loss_bbox_dn_3: 0.1256 loss_giou_dn_3: 0.3456 loss_class_dn_4: 0.04002 loss_bbox_dn_4: 0.1247 loss_giou_dn_4: 0.3433 time: 1.1165 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/21 01:38:51 d2.utils.events]: eta: 1 day, 13:06:45 iter: 103599 total_loss: 8.587 loss_class: 0.2324 loss_bbox: 0.1033 loss_giou: 0.3605 loss_class_0: 0.2617 loss_bbox_0: 0.114 loss_giou_0: 0.3803 loss_class_1: 0.2448 loss_bbox_1: 0.1071 loss_giou_1: 0.3705 loss_class_2: 0.2396 loss_bbox_2: 0.1056 loss_giou_2: 0.3649 loss_class_3: 0.2369 loss_bbox_3: 0.1035 loss_giou_3: 0.362 loss_class_4: 0.2341 loss_bbox_4: 0.1034 loss_giou_4: 0.3608 loss_class_enc: 0.2768 loss_bbox_enc: 0.1251 loss_giou_enc: 0.3987 loss_class_dn: 0.0376 loss_bbox_dn: 0.1347 loss_giou_dn: 0.3423 loss_class_dn_0: 0.09158 loss_bbox_dn_0: 0.2203 loss_giou_dn_0: 0.4852 loss_class_dn_1: 0.06014 loss_bbox_dn_1: 0.1589 loss_giou_dn_1: 0.3864 loss_class_dn_2: 0.04777 loss_bbox_dn_2: 0.14 loss_giou_dn_2: 0.3527 loss_class_dn_3: 0.04281 loss_bbox_dn_3: 0.1352 loss_giou_dn_3: 0.3447 loss_class_dn_4: 0.03878 loss_bbox_dn_4: 0.1347 loss_giou_dn_4: 0.3422 time: 1.1165 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 01:39:48 d2.utils.events]: eta: 1 day, 13:05:50 iter: 103649 total_loss: 8.528 loss_class: 0.2334 loss_bbox: 0.09863 loss_giou: 0.3613 loss_class_0: 0.2611 loss_bbox_0: 0.1105 loss_giou_0: 0.3798 loss_class_1: 0.2486 loss_bbox_1: 0.103 loss_giou_1: 0.3681 loss_class_2: 0.2404 loss_bbox_2: 0.09959 loss_giou_2: 0.3666 loss_class_3: 0.2381 loss_bbox_3: 0.09928 loss_giou_3: 0.3609 loss_class_4: 0.2358 loss_bbox_4: 0.09894 loss_giou_4: 0.3614 loss_class_enc: 0.2777 loss_bbox_enc: 0.1212 loss_giou_enc: 0.4016 loss_class_dn: 0.04182 loss_bbox_dn: 0.1226 loss_giou_dn: 0.3383 loss_class_dn_0: 0.0964 loss_bbox_dn_0: 0.2024 loss_giou_dn_0: 0.4915 loss_class_dn_1: 0.06602 loss_bbox_dn_1: 0.1439 loss_giou_dn_1: 0.3798 loss_class_dn_2: 0.05252 loss_bbox_dn_2: 0.1279 loss_giou_dn_2: 0.348 loss_class_dn_3: 0.0471 loss_bbox_dn_3: 0.1243 loss_giou_dn_3: 0.3409 loss_class_dn_4: 0.04301 loss_bbox_dn_4: 0.1227 loss_giou_dn_4: 0.3383 time: 1.1165 data_time: 0.0911 lr: 0.0001 max_mem: 43695M [05/21 01:40:43 d2.utils.events]: eta: 1 day, 13:04:26 iter: 103699 total_loss: 8.546 loss_class: 0.2318 loss_bbox: 0.1042 loss_giou: 0.3581 loss_class_0: 0.2564 loss_bbox_0: 0.1167 loss_giou_0: 0.3807 loss_class_1: 0.242 loss_bbox_1: 0.1091 loss_giou_1: 0.3703 loss_class_2: 0.2373 loss_bbox_2: 0.1055 loss_giou_2: 0.3648 loss_class_3: 0.2329 loss_bbox_3: 0.105 loss_giou_3: 0.3615 loss_class_4: 0.2318 loss_bbox_4: 0.1035 loss_giou_4: 0.3596 loss_class_enc: 0.2712 loss_bbox_enc: 0.1273 loss_giou_enc: 0.4025 loss_class_dn: 0.04185 loss_bbox_dn: 0.1313 loss_giou_dn: 0.3363 loss_class_dn_0: 0.09322 loss_bbox_dn_0: 0.2142 loss_giou_dn_0: 0.4831 loss_class_dn_1: 0.06268 loss_bbox_dn_1: 0.1532 loss_giou_dn_1: 0.3773 loss_class_dn_2: 0.05077 loss_bbox_dn_2: 0.1364 loss_giou_dn_2: 0.3473 loss_class_dn_3: 0.0459 loss_bbox_dn_3: 0.1326 loss_giou_dn_3: 0.3386 loss_class_dn_4: 0.04275 loss_bbox_dn_4: 0.1313 loss_giou_dn_4: 0.3363 time: 1.1165 data_time: 0.0946 lr: 0.0001 max_mem: 43695M [05/21 01:41:39 d2.utils.events]: eta: 1 day, 13:03:22 iter: 103749 total_loss: 8.388 loss_class: 0.2314 loss_bbox: 0.1003 loss_giou: 0.3483 loss_class_0: 0.2587 loss_bbox_0: 0.1095 loss_giou_0: 0.3687 loss_class_1: 0.2449 loss_bbox_1: 0.1053 loss_giou_1: 0.3581 loss_class_2: 0.2377 loss_bbox_2: 0.1021 loss_giou_2: 0.3528 loss_class_3: 0.2359 loss_bbox_3: 0.1007 loss_giou_3: 0.3503 loss_class_4: 0.2324 loss_bbox_4: 0.1011 loss_giou_4: 0.349 loss_class_enc: 0.2713 loss_bbox_enc: 0.1196 loss_giou_enc: 0.3937 loss_class_dn: 0.04666 loss_bbox_dn: 0.127 loss_giou_dn: 0.3314 loss_class_dn_0: 0.09862 loss_bbox_dn_0: 0.207 loss_giou_dn_0: 0.4789 loss_class_dn_1: 0.06767 loss_bbox_dn_1: 0.1496 loss_giou_dn_1: 0.3741 loss_class_dn_2: 0.05634 loss_bbox_dn_2: 0.132 loss_giou_dn_2: 0.3417 loss_class_dn_3: 0.05139 loss_bbox_dn_3: 0.1286 loss_giou_dn_3: 0.3331 loss_class_dn_4: 0.04787 loss_bbox_dn_4: 0.1269 loss_giou_dn_4: 0.3312 time: 1.1165 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/21 01:42:36 d2.utils.events]: eta: 1 day, 13:02:22 iter: 103799 total_loss: 8.529 loss_class: 0.2299 loss_bbox: 0.1029 loss_giou: 0.3635 loss_class_0: 0.2558 loss_bbox_0: 0.1131 loss_giou_0: 0.3852 loss_class_1: 0.2412 loss_bbox_1: 0.1094 loss_giou_1: 0.3749 loss_class_2: 0.2359 loss_bbox_2: 0.1051 loss_giou_2: 0.368 loss_class_3: 0.2328 loss_bbox_3: 0.1035 loss_giou_3: 0.3647 loss_class_4: 0.2303 loss_bbox_4: 0.103 loss_giou_4: 0.3632 loss_class_enc: 0.2706 loss_bbox_enc: 0.1247 loss_giou_enc: 0.407 loss_class_dn: 0.04025 loss_bbox_dn: 0.1264 loss_giou_dn: 0.3398 loss_class_dn_0: 0.09298 loss_bbox_dn_0: 0.2106 loss_giou_dn_0: 0.4882 loss_class_dn_1: 0.06258 loss_bbox_dn_1: 0.1515 loss_giou_dn_1: 0.384 loss_class_dn_2: 0.04955 loss_bbox_dn_2: 0.1313 loss_giou_dn_2: 0.3515 loss_class_dn_3: 0.04447 loss_bbox_dn_3: 0.1272 loss_giou_dn_3: 0.3424 loss_class_dn_4: 0.04081 loss_bbox_dn_4: 0.1263 loss_giou_dn_4: 0.3397 time: 1.1165 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 01:43:32 d2.utils.events]: eta: 1 day, 13:01:17 iter: 103849 total_loss: 8.514 loss_class: 0.2258 loss_bbox: 0.1041 loss_giou: 0.3621 loss_class_0: 0.2563 loss_bbox_0: 0.116 loss_giou_0: 0.3787 loss_class_1: 0.2418 loss_bbox_1: 0.1075 loss_giou_1: 0.37 loss_class_2: 0.2343 loss_bbox_2: 0.1062 loss_giou_2: 0.3637 loss_class_3: 0.2321 loss_bbox_3: 0.1049 loss_giou_3: 0.3622 loss_class_4: 0.2274 loss_bbox_4: 0.1048 loss_giou_4: 0.3626 loss_class_enc: 0.2746 loss_bbox_enc: 0.1243 loss_giou_enc: 0.3997 loss_class_dn: 0.04096 loss_bbox_dn: 0.1318 loss_giou_dn: 0.3395 loss_class_dn_0: 0.09194 loss_bbox_dn_0: 0.2114 loss_giou_dn_0: 0.4919 loss_class_dn_1: 0.0623 loss_bbox_dn_1: 0.1554 loss_giou_dn_1: 0.3801 loss_class_dn_2: 0.0508 loss_bbox_dn_2: 0.136 loss_giou_dn_2: 0.3493 loss_class_dn_3: 0.04535 loss_bbox_dn_3: 0.1323 loss_giou_dn_3: 0.3413 loss_class_dn_4: 0.04191 loss_bbox_dn_4: 0.132 loss_giou_dn_4: 0.3394 time: 1.1165 data_time: 0.1038 lr: 0.0001 max_mem: 43695M [05/21 01:44:30 d2.utils.events]: eta: 1 day, 13:01:15 iter: 103899 total_loss: 8.541 loss_class: 0.2314 loss_bbox: 0.101 loss_giou: 0.3573 loss_class_0: 0.2577 loss_bbox_0: 0.1103 loss_giou_0: 0.3761 loss_class_1: 0.2413 loss_bbox_1: 0.1051 loss_giou_1: 0.368 loss_class_2: 0.2359 loss_bbox_2: 0.1013 loss_giou_2: 0.3577 loss_class_3: 0.2342 loss_bbox_3: 0.1006 loss_giou_3: 0.3579 loss_class_4: 0.2304 loss_bbox_4: 0.1021 loss_giou_4: 0.3571 loss_class_enc: 0.2693 loss_bbox_enc: 0.1251 loss_giou_enc: 0.3979 loss_class_dn: 0.04082 loss_bbox_dn: 0.1352 loss_giou_dn: 0.3318 loss_class_dn_0: 0.09104 loss_bbox_dn_0: 0.2173 loss_giou_dn_0: 0.4799 loss_class_dn_1: 0.06085 loss_bbox_dn_1: 0.1573 loss_giou_dn_1: 0.375 loss_class_dn_2: 0.04948 loss_bbox_dn_2: 0.1405 loss_giou_dn_2: 0.3427 loss_class_dn_3: 0.0453 loss_bbox_dn_3: 0.1361 loss_giou_dn_3: 0.334 loss_class_dn_4: 0.04219 loss_bbox_dn_4: 0.1352 loss_giou_dn_4: 0.3317 time: 1.1165 data_time: 0.1029 lr: 0.0001 max_mem: 43695M [05/21 01:45:26 d2.utils.events]: eta: 1 day, 13:03:09 iter: 103949 total_loss: 8.504 loss_class: 0.2306 loss_bbox: 0.1032 loss_giou: 0.3606 loss_class_0: 0.2569 loss_bbox_0: 0.1152 loss_giou_0: 0.38 loss_class_1: 0.2437 loss_bbox_1: 0.1075 loss_giou_1: 0.372 loss_class_2: 0.2376 loss_bbox_2: 0.1045 loss_giou_2: 0.367 loss_class_3: 0.2355 loss_bbox_3: 0.1034 loss_giou_3: 0.3616 loss_class_4: 0.2308 loss_bbox_4: 0.1025 loss_giou_4: 0.3614 loss_class_enc: 0.2705 loss_bbox_enc: 0.124 loss_giou_enc: 0.4045 loss_class_dn: 0.04186 loss_bbox_dn: 0.1286 loss_giou_dn: 0.3361 loss_class_dn_0: 0.09567 loss_bbox_dn_0: 0.2078 loss_giou_dn_0: 0.489 loss_class_dn_1: 0.06386 loss_bbox_dn_1: 0.15 loss_giou_dn_1: 0.3814 loss_class_dn_2: 0.05157 loss_bbox_dn_2: 0.1344 loss_giou_dn_2: 0.3483 loss_class_dn_3: 0.04634 loss_bbox_dn_3: 0.1304 loss_giou_dn_3: 0.3378 loss_class_dn_4: 0.04334 loss_bbox_dn_4: 0.1286 loss_giou_dn_4: 0.336 time: 1.1165 data_time: 0.1051 lr: 0.0001 max_mem: 43695M [05/21 01:46:23 d2.utils.events]: eta: 1 day, 13:02:40 iter: 103999 total_loss: 8.55 loss_class: 0.2298 loss_bbox: 0.1051 loss_giou: 0.3586 loss_class_0: 0.2604 loss_bbox_0: 0.1141 loss_giou_0: 0.3807 loss_class_1: 0.2429 loss_bbox_1: 0.1093 loss_giou_1: 0.3689 loss_class_2: 0.236 loss_bbox_2: 0.1066 loss_giou_2: 0.3642 loss_class_3: 0.2328 loss_bbox_3: 0.1055 loss_giou_3: 0.3593 loss_class_4: 0.2313 loss_bbox_4: 0.1048 loss_giou_4: 0.359 loss_class_enc: 0.2732 loss_bbox_enc: 0.1262 loss_giou_enc: 0.4021 loss_class_dn: 0.04021 loss_bbox_dn: 0.1241 loss_giou_dn: 0.3342 loss_class_dn_0: 0.09286 loss_bbox_dn_0: 0.2095 loss_giou_dn_0: 0.4882 loss_class_dn_1: 0.06341 loss_bbox_dn_1: 0.1489 loss_giou_dn_1: 0.3779 loss_class_dn_2: 0.05049 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.3457 loss_class_dn_3: 0.04551 loss_bbox_dn_3: 0.1251 loss_giou_dn_3: 0.3362 loss_class_dn_4: 0.04171 loss_bbox_dn_4: 0.1241 loss_giou_dn_4: 0.3342 time: 1.1165 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/21 01:47:19 d2.utils.events]: eta: 1 day, 13:03:33 iter: 104049 total_loss: 8.666 loss_class: 0.2302 loss_bbox: 0.1052 loss_giou: 0.3654 loss_class_0: 0.2603 loss_bbox_0: 0.1173 loss_giou_0: 0.3895 loss_class_1: 0.2455 loss_bbox_1: 0.1092 loss_giou_1: 0.3743 loss_class_2: 0.2367 loss_bbox_2: 0.1072 loss_giou_2: 0.3681 loss_class_3: 0.2328 loss_bbox_3: 0.1056 loss_giou_3: 0.3663 loss_class_4: 0.2295 loss_bbox_4: 0.105 loss_giou_4: 0.3662 loss_class_enc: 0.2744 loss_bbox_enc: 0.1315 loss_giou_enc: 0.4181 loss_class_dn: 0.04099 loss_bbox_dn: 0.1354 loss_giou_dn: 0.3411 loss_class_dn_0: 0.09468 loss_bbox_dn_0: 0.2188 loss_giou_dn_0: 0.5018 loss_class_dn_1: 0.0639 loss_bbox_dn_1: 0.158 loss_giou_dn_1: 0.386 loss_class_dn_2: 0.05026 loss_bbox_dn_2: 0.1397 loss_giou_dn_2: 0.3546 loss_class_dn_3: 0.0445 loss_bbox_dn_3: 0.1363 loss_giou_dn_3: 0.3437 loss_class_dn_4: 0.04214 loss_bbox_dn_4: 0.1354 loss_giou_dn_4: 0.341 time: 1.1165 data_time: 0.1014 lr: 0.0001 max_mem: 43695M [05/21 01:48:16 d2.utils.events]: eta: 1 day, 13:03:11 iter: 104099 total_loss: 8.609 loss_class: 0.2409 loss_bbox: 0.103 loss_giou: 0.3633 loss_class_0: 0.2683 loss_bbox_0: 0.116 loss_giou_0: 0.3838 loss_class_1: 0.2526 loss_bbox_1: 0.1112 loss_giou_1: 0.3749 loss_class_2: 0.2448 loss_bbox_2: 0.1079 loss_giou_2: 0.3678 loss_class_3: 0.2441 loss_bbox_3: 0.105 loss_giou_3: 0.3647 loss_class_4: 0.2423 loss_bbox_4: 0.1029 loss_giou_4: 0.3644 loss_class_enc: 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0.3315 time: 1.1170 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 03:27:18 d2.utils.events]: eta: 1 day, 11:36:19 iter: 109349 total_loss: 8.52 loss_class: 0.2303 loss_bbox: 0.1018 loss_giou: 0.3563 loss_class_0: 0.2595 loss_bbox_0: 0.1162 loss_giou_0: 0.3801 loss_class_1: 0.2447 loss_bbox_1: 0.1095 loss_giou_1: 0.3702 loss_class_2: 0.2373 loss_bbox_2: 0.1047 loss_giou_2: 0.3591 loss_class_3: 0.2345 loss_bbox_3: 0.1037 loss_giou_3: 0.357 loss_class_4: 0.2318 loss_bbox_4: 0.1019 loss_giou_4: 0.3566 loss_class_enc: 0.2728 loss_bbox_enc: 0.1257 loss_giou_enc: 0.3991 loss_class_dn: 0.04355 loss_bbox_dn: 0.1296 loss_giou_dn: 0.3345 loss_class_dn_0: 0.09575 loss_bbox_dn_0: 0.2148 loss_giou_dn_0: 0.4851 loss_class_dn_1: 0.06504 loss_bbox_dn_1: 0.1534 loss_giou_dn_1: 0.3753 loss_class_dn_2: 0.05289 loss_bbox_dn_2: 0.1354 loss_giou_dn_2: 0.3445 loss_class_dn_3: 0.04776 loss_bbox_dn_3: 0.132 loss_giou_dn_3: 0.3368 loss_class_dn_4: 0.04457 loss_bbox_dn_4: 0.1296 loss_giou_dn_4: 0.3344 time: 1.1170 data_time: 0.1018 lr: 0.0001 max_mem: 43695M [05/21 03:28:14 d2.utils.events]: eta: 1 day, 11:35:06 iter: 109399 total_loss: 8.66 loss_class: 0.2308 loss_bbox: 0.104 loss_giou: 0.3634 loss_class_0: 0.2597 loss_bbox_0: 0.1133 loss_giou_0: 0.3838 loss_class_1: 0.2438 loss_bbox_1: 0.109 loss_giou_1: 0.372 loss_class_2: 0.2367 loss_bbox_2: 0.1068 loss_giou_2: 0.3676 loss_class_3: 0.2351 loss_bbox_3: 0.1045 loss_giou_3: 0.3651 loss_class_4: 0.2328 loss_bbox_4: 0.1039 loss_giou_4: 0.3636 loss_class_enc: 0.2727 loss_bbox_enc: 0.1258 loss_giou_enc: 0.4121 loss_class_dn: 0.04076 loss_bbox_dn: 0.1289 loss_giou_dn: 0.3446 loss_class_dn_0: 0.09412 loss_bbox_dn_0: 0.2173 loss_giou_dn_0: 0.492 loss_class_dn_1: 0.06437 loss_bbox_dn_1: 0.1541 loss_giou_dn_1: 0.3878 loss_class_dn_2: 0.05206 loss_bbox_dn_2: 0.1348 loss_giou_dn_2: 0.356 loss_class_dn_3: 0.04651 loss_bbox_dn_3: 0.1305 loss_giou_dn_3: 0.3464 loss_class_dn_4: 0.04314 loss_bbox_dn_4: 0.1289 loss_giou_dn_4: 0.3443 time: 1.1170 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0.1016 lr: 0.0001 max_mem: 43695M [05/21 03:31:04 d2.utils.events]: eta: 1 day, 11:28:30 iter: 109549 total_loss: 8.521 loss_class: 0.232 loss_bbox: 0.1025 loss_giou: 0.3608 loss_class_0: 0.2627 loss_bbox_0: 0.1142 loss_giou_0: 0.3848 loss_class_1: 0.2479 loss_bbox_1: 0.1069 loss_giou_1: 0.3761 loss_class_2: 0.2408 loss_bbox_2: 0.1055 loss_giou_2: 0.3674 loss_class_3: 0.2372 loss_bbox_3: 0.1042 loss_giou_3: 0.3644 loss_class_4: 0.2337 loss_bbox_4: 0.102 loss_giou_4: 0.3615 loss_class_enc: 0.2735 loss_bbox_enc: 0.126 loss_giou_enc: 0.411 loss_class_dn: 0.04148 loss_bbox_dn: 0.1259 loss_giou_dn: 0.3381 loss_class_dn_0: 0.09694 loss_bbox_dn_0: 0.2067 loss_giou_dn_0: 0.4857 loss_class_dn_1: 0.06466 loss_bbox_dn_1: 0.1502 loss_giou_dn_1: 0.3777 loss_class_dn_2: 0.05123 loss_bbox_dn_2: 0.1314 loss_giou_dn_2: 0.3505 loss_class_dn_3: 0.04577 loss_bbox_dn_3: 0.1272 loss_giou_dn_3: 0.3406 loss_class_dn_4: 0.04226 loss_bbox_dn_4: 0.126 loss_giou_dn_4: 0.3381 time: 1.1170 data_time: 0.1026 lr: 0.0001 max_mem: 43695M [05/21 03:32:01 d2.utils.events]: eta: 1 day, 11:28:47 iter: 109599 total_loss: 8.581 loss_class: 0.2298 loss_bbox: 0.1041 loss_giou: 0.3597 loss_class_0: 0.2585 loss_bbox_0: 0.114 loss_giou_0: 0.3776 loss_class_1: 0.2447 loss_bbox_1: 0.1069 loss_giou_1: 0.3668 loss_class_2: 0.2361 loss_bbox_2: 0.1053 loss_giou_2: 0.3629 loss_class_3: 0.2343 loss_bbox_3: 0.1041 loss_giou_3: 0.3616 loss_class_4: 0.2309 loss_bbox_4: 0.1039 loss_giou_4: 0.3603 loss_class_enc: 0.2708 loss_bbox_enc: 0.1246 loss_giou_enc: 0.3989 loss_class_dn: 0.04126 loss_bbox_dn: 0.1271 loss_giou_dn: 0.3286 loss_class_dn_0: 0.09442 loss_bbox_dn_0: 0.2104 loss_giou_dn_0: 0.4783 loss_class_dn_1: 0.06491 loss_bbox_dn_1: 0.1506 loss_giou_dn_1: 0.3708 loss_class_dn_2: 0.05128 loss_bbox_dn_2: 0.133 loss_giou_dn_2: 0.3388 loss_class_dn_3: 0.04594 loss_bbox_dn_3: 0.1286 loss_giou_dn_3: 0.3307 loss_class_dn_4: 0.0425 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3283 time: 1.1170 data_time: 0.0944 lr: 0.0001 max_mem: 43695M [05/21 03:32:58 d2.utils.events]: eta: 1 day, 11:30:00 iter: 109649 total_loss: 8.408 loss_class: 0.232 loss_bbox: 0.1037 loss_giou: 0.3576 loss_class_0: 0.2598 loss_bbox_0: 0.1155 loss_giou_0: 0.3801 loss_class_1: 0.2436 loss_bbox_1: 0.1092 loss_giou_1: 0.369 loss_class_2: 0.2391 loss_bbox_2: 0.1077 loss_giou_2: 0.3625 loss_class_3: 0.2364 loss_bbox_3: 0.1044 loss_giou_3: 0.3597 loss_class_4: 0.2331 loss_bbox_4: 0.1029 loss_giou_4: 0.3585 loss_class_enc: 0.2736 loss_bbox_enc: 0.1253 loss_giou_enc: 0.3952 loss_class_dn: 0.04055 loss_bbox_dn: 0.1253 loss_giou_dn: 0.3291 loss_class_dn_0: 0.09101 loss_bbox_dn_0: 0.2048 loss_giou_dn_0: 0.4762 loss_class_dn_1: 0.06231 loss_bbox_dn_1: 0.1502 loss_giou_dn_1: 0.3728 loss_class_dn_2: 0.05201 loss_bbox_dn_2: 0.1319 loss_giou_dn_2: 0.3401 loss_class_dn_3: 0.04533 loss_bbox_dn_3: 0.1271 loss_giou_dn_3: 0.3315 loss_class_dn_4: 0.04106 loss_bbox_dn_4: 0.1253 loss_giou_dn_4: 0.3292 time: 1.1170 data_time: 0.0993 lr: 0.0001 max_mem: 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[05/21 03:34:51 d2.utils.events]: eta: 1 day, 11:24:03 iter: 109749 total_loss: 8.318 loss_class: 0.2289 loss_bbox: 0.09984 loss_giou: 0.3571 loss_class_0: 0.2554 loss_bbox_0: 0.1099 loss_giou_0: 0.3758 loss_class_1: 0.2434 loss_bbox_1: 0.1055 loss_giou_1: 0.3693 loss_class_2: 0.2355 loss_bbox_2: 0.1029 loss_giou_2: 0.3597 loss_class_3: 0.2323 loss_bbox_3: 0.1003 loss_giou_3: 0.3566 loss_class_4: 0.2309 loss_bbox_4: 0.09998 loss_giou_4: 0.3567 loss_class_enc: 0.2689 loss_bbox_enc: 0.1221 loss_giou_enc: 0.4027 loss_class_dn: 0.03889 loss_bbox_dn: 0.1257 loss_giou_dn: 0.3254 loss_class_dn_0: 0.09404 loss_bbox_dn_0: 0.2066 loss_giou_dn_0: 0.4777 loss_class_dn_1: 0.06186 loss_bbox_dn_1: 0.1469 loss_giou_dn_1: 0.3713 loss_class_dn_2: 0.04876 loss_bbox_dn_2: 0.1302 loss_giou_dn_2: 0.3383 loss_class_dn_3: 0.04353 loss_bbox_dn_3: 0.1265 loss_giou_dn_3: 0.3277 loss_class_dn_4: 0.04021 loss_bbox_dn_4: 0.1257 loss_giou_dn_4: 0.3253 time: 1.1170 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 03:35:48 d2.utils.events]: eta: 1 day, 11:26:20 iter: 109799 total_loss: 8.358 loss_class: 0.2271 loss_bbox: 0.1014 loss_giou: 0.3504 loss_class_0: 0.2537 loss_bbox_0: 0.1114 loss_giou_0: 0.3701 loss_class_1: 0.2384 loss_bbox_1: 0.1059 loss_giou_1: 0.3621 loss_class_2: 0.2348 loss_bbox_2: 0.1031 loss_giou_2: 0.3565 loss_class_3: 0.2331 loss_bbox_3: 0.1017 loss_giou_3: 0.3519 loss_class_4: 0.2284 loss_bbox_4: 0.1015 loss_giou_4: 0.3504 loss_class_enc: 0.2677 loss_bbox_enc: 0.1208 loss_giou_enc: 0.3916 loss_class_dn: 0.04155 loss_bbox_dn: 0.1309 loss_giou_dn: 0.3294 loss_class_dn_0: 0.09367 loss_bbox_dn_0: 0.2121 loss_giou_dn_0: 0.4837 loss_class_dn_1: 0.06201 loss_bbox_dn_1: 0.1507 loss_giou_dn_1: 0.3703 loss_class_dn_2: 0.05055 loss_bbox_dn_2: 0.1347 loss_giou_dn_2: 0.3395 loss_class_dn_3: 0.04556 loss_bbox_dn_3: 0.131 loss_giou_dn_3: 0.3312 loss_class_dn_4: 0.0428 loss_bbox_dn_4: 0.1307 loss_giou_dn_4: 0.3293 time: 1.1170 data_time: 0.1025 lr: 0.0001 max_mem: 43695M [05/21 03:36:45 d2.utils.events]: eta: 1 day, 11:22:04 iter: 109849 total_loss: 8.351 loss_class: 0.2327 loss_bbox: 0.1024 loss_giou: 0.357 loss_class_0: 0.2581 loss_bbox_0: 0.1139 loss_giou_0: 0.3757 loss_class_1: 0.2441 loss_bbox_1: 0.1065 loss_giou_1: 0.366 loss_class_2: 0.2388 loss_bbox_2: 0.1047 loss_giou_2: 0.3597 loss_class_3: 0.236 loss_bbox_3: 0.1035 loss_giou_3: 0.3578 loss_class_4: 0.2342 loss_bbox_4: 0.1026 loss_giou_4: 0.3559 loss_class_enc: 0.2749 loss_bbox_enc: 0.1221 loss_giou_enc: 0.3952 loss_class_dn: 0.04275 loss_bbox_dn: 0.1235 loss_giou_dn: 0.3265 loss_class_dn_0: 0.09531 loss_bbox_dn_0: 0.2064 loss_giou_dn_0: 0.4835 loss_class_dn_1: 0.06421 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3726 loss_class_dn_2: 0.05203 loss_bbox_dn_2: 0.1278 loss_giou_dn_2: 0.3374 loss_class_dn_3: 0.04558 loss_bbox_dn_3: 0.1244 loss_giou_dn_3: 0.3293 loss_class_dn_4: 0.04304 loss_bbox_dn_4: 0.1236 loss_giou_dn_4: 0.3264 time: 1.1170 data_time: 0.0914 lr: 0.0001 max_mem: 43695M [05/21 03:37:41 d2.utils.events]: eta: 1 day, 11:20:30 iter: 109899 total_loss: 8.504 loss_class: 0.234 loss_bbox: 0.1033 loss_giou: 0.3589 loss_class_0: 0.2599 loss_bbox_0: 0.1133 loss_giou_0: 0.3764 loss_class_1: 0.2475 loss_bbox_1: 0.1076 loss_giou_1: 0.3632 loss_class_2: 0.2394 loss_bbox_2: 0.105 loss_giou_2: 0.3629 loss_class_3: 0.2383 loss_bbox_3: 0.1038 loss_giou_3: 0.3589 loss_class_4: 0.2349 loss_bbox_4: 0.103 loss_giou_4: 0.3588 loss_class_enc: 0.2777 loss_bbox_enc: 0.122 loss_giou_enc: 0.3987 loss_class_dn: 0.04205 loss_bbox_dn: 0.1241 loss_giou_dn: 0.3279 loss_class_dn_0: 0.09731 loss_bbox_dn_0: 0.2107 loss_giou_dn_0: 0.4836 loss_class_dn_1: 0.06528 loss_bbox_dn_1: 0.1473 loss_giou_dn_1: 0.3711 loss_class_dn_2: 0.05217 loss_bbox_dn_2: 0.1285 loss_giou_dn_2: 0.3385 loss_class_dn_3: 0.04619 loss_bbox_dn_3: 0.1254 loss_giou_dn_3: 0.3299 loss_class_dn_4: 0.04265 loss_bbox_dn_4: 0.1242 loss_giou_dn_4: 0.3277 time: 1.1170 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 03:38:38 d2.utils.events]: eta: 1 day, 11:17:41 iter: 109949 total_loss: 8.564 loss_class: 0.2307 loss_bbox: 0.1057 loss_giou: 0.3551 loss_class_0: 0.2588 loss_bbox_0: 0.1178 loss_giou_0: 0.3772 loss_class_1: 0.245 loss_bbox_1: 0.1109 loss_giou_1: 0.366 loss_class_2: 0.2361 loss_bbox_2: 0.1091 loss_giou_2: 0.3604 loss_class_3: 0.2351 loss_bbox_3: 0.1063 loss_giou_3: 0.3584 loss_class_4: 0.2323 loss_bbox_4: 0.1059 loss_giou_4: 0.3551 loss_class_enc: 0.273 loss_bbox_enc: 0.1299 loss_giou_enc: 0.3988 loss_class_dn: 0.04178 loss_bbox_dn: 0.135 loss_giou_dn: 0.3365 loss_class_dn_0: 0.09224 loss_bbox_dn_0: 0.2235 loss_giou_dn_0: 0.4875 loss_class_dn_1: 0.06282 loss_bbox_dn_1: 0.1589 loss_giou_dn_1: 0.3817 loss_class_dn_2: 0.05029 loss_bbox_dn_2: 0.1405 loss_giou_dn_2: 0.3479 loss_class_dn_3: 0.04615 loss_bbox_dn_3: 0.1361 loss_giou_dn_3: 0.3385 loss_class_dn_4: 0.04282 loss_bbox_dn_4: 0.1349 loss_giou_dn_4: 0.3362 time: 1.1170 data_time: 0.0952 lr: 0.0001 max_mem: 43695M [05/21 03:39:35 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0109999.pth [05/21 03:39:49 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 03:40:06 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 03:40:11 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 03:40:13 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 03:41:13 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0048 s/iter. Inference: 0.0636 s/iter. Eval: 0.0003 s/iter. Total: 0.0688 s/iter. ETA=0:00:20 [05/21 03:41:18 d2.evaluation.evaluator]: Inference done 76/313. Dataloading: 0.0049 s/iter. Inference: 0.0713 s/iter. Eval: 0.0003 s/iter. Total: 0.0766 s/iter. ETA=0:00:18 [05/21 03:41:23 d2.evaluation.evaluator]: Inference done 149/313. Dataloading: 0.0050 s/iter. Inference: 0.0674 s/iter. Eval: 0.0003 s/iter. Total: 0.0728 s/iter. ETA=0:00:11 [05/21 03:41:28 d2.evaluation.evaluator]: Inference done 220/313. Dataloading: 0.0050 s/iter. Inference: 0.0682 s/iter. Eval: 0.0003 s/iter. Total: 0.0736 s/iter. ETA=0:00:06 [05/21 03:41:33 d2.evaluation.evaluator]: Inference done 293/313. Dataloading: 0.0050 s/iter. Inference: 0.0671 s/iter. Eval: 0.0003 s/iter. Total: 0.0726 s/iter. ETA=0:00:01 [05/21 03:41:35 d2.evaluation.evaluator]: Total inference time: 0:00:22.841033 (0.074159 s / iter per device, on 16 devices) [05/21 03:41:35 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.066784 s / iter per device, on 16 devices) [05/21 03:41:49 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 03:41:49 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 03:41:56 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=6.69s) creating index... index created! [05/21 03:42:03 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 03:42:24 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 20.49 seconds. [05/21 03:42:24 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 03:42:27 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.16 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.499 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.369 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.763 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.863 [05/21 03:42:27 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 45.719 | 61.721 | 49.865 | 33.559 | 49.416 | 57.910 | [05/21 03:42:27 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 61.217 | bicycle | 34.972 | car | 50.005 | | motorcycle | 42.755 | airplane | 76.614 | bus | 72.941 | | train | 71.811 | truck | 38.125 | boat | 30.719 | | traffic light | 32.188 | fire hydrant | 74.282 | stop sign | 55.490 | | parking meter | 14.578 | bench | 33.094 | bird | 43.246 | | cat | 76.306 | dog | 72.830 | horse | 65.820 | | sheep | 51.957 | cow | 66.316 | elephant | 72.244 | | bear | 74.426 | zebra | 72.221 | giraffe | 75.027 | | backpack | 19.496 | umbrella | 42.789 | handbag | 16.667 | | tie | 43.065 | suitcase | 44.677 | frisbee | 73.334 | | skis | 30.659 | snowboard | 48.096 | sports ball | 37.059 | | kite | 45.485 | baseball bat | 36.365 | baseball glove | 47.825 | | skateboard | 56.916 | surfboard | 47.388 | tennis racket | 52.284 | | bottle | 38.832 | wine glass | 45.693 | cup | 52.129 | | fork | 49.049 | knife | 24.947 | spoon | 26.033 | | bowl | 49.606 | banana | 24.212 | apple | 19.205 | | sandwich | 34.267 | orange | 32.270 | broccoli | 22.803 | | carrot | 17.853 | hot dog | 36.850 | pizza | 60.783 | | donut | 45.230 | cake | 42.816 | chair | 33.337 | | couch | 46.112 | potted plant | 28.077 | bed | 43.403 | | dining table | 28.164 | toilet | 62.282 | tv | 61.228 | | laptop | 74.921 | mouse | 66.456 | remote | 30.359 | | keyboard | 51.296 | cell phone | 45.039 | microwave | 66.524 | | oven | 14.691 | toaster | 46.184 | sink | 37.743 | | refrigerator | 64.235 | book | 9.608 | clock | 43.764 | | vase | 34.976 | scissors | 40.820 | teddy bear | 53.983 | | hair drier | 12.958 | toothbrush | 37.517 | | | [05/21 03:42:29 d2.evaluation.testing]: copypaste: Task: bbox [05/21 03:42:29 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 03:42:29 d2.evaluation.testing]: copypaste: 45.7193,61.7213,49.8654,33.5585,49.4162,57.9098 [05/21 03:42:29 d2.utils.events]: eta: 1 day, 11:19:27 iter: 109999 total_loss: 8.585 loss_class: 0.2349 loss_bbox: 0.1036 loss_giou: 0.3681 loss_class_0: 0.2614 loss_bbox_0: 0.1126 loss_giou_0: 0.3865 loss_class_1: 0.2502 loss_bbox_1: 0.108 loss_giou_1: 0.3762 loss_class_2: 0.2408 loss_bbox_2: 0.1059 loss_giou_2: 0.3737 loss_class_3: 0.2396 loss_bbox_3: 0.1049 loss_giou_3: 0.3687 loss_class_4: 0.2356 loss_bbox_4: 0.1038 loss_giou_4: 0.367 loss_class_enc: 0.2751 loss_bbox_enc: 0.1227 loss_giou_enc: 0.4063 loss_class_dn: 0.04376 loss_bbox_dn: 0.1327 loss_giou_dn: 0.3373 loss_class_dn_0: 0.09646 loss_bbox_dn_0: 0.2134 loss_giou_dn_0: 0.4871 loss_class_dn_1: 0.0662 loss_bbox_dn_1: 0.1548 loss_giou_dn_1: 0.3801 loss_class_dn_2: 0.05358 loss_bbox_dn_2: 0.1366 loss_giou_dn_2: 0.3486 loss_class_dn_3: 0.04896 loss_bbox_dn_3: 0.1337 loss_giou_dn_3: 0.3404 loss_class_dn_4: 0.0452 loss_bbox_dn_4: 0.1328 loss_giou_dn_4: 0.3374 time: 1.1170 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/21 03:43:25 d2.utils.events]: eta: 1 day, 11:18:23 iter: 110049 total_loss: 8.497 loss_class: 0.2281 loss_bbox: 0.1015 loss_giou: 0.3531 loss_class_0: 0.2555 loss_bbox_0: 0.1127 loss_giou_0: 0.3727 loss_class_1: 0.2377 loss_bbox_1: 0.1074 loss_giou_1: 0.3669 loss_class_2: 0.2327 loss_bbox_2: 0.1043 loss_giou_2: 0.3597 loss_class_3: 0.2314 loss_bbox_3: 0.1023 loss_giou_3: 0.3575 loss_class_4: 0.2286 loss_bbox_4: 0.102 loss_giou_4: 0.3537 loss_class_enc: 0.2688 loss_bbox_enc: 0.1213 loss_giou_enc: 0.395 loss_class_dn: 0.04016 loss_bbox_dn: 0.129 loss_giou_dn: 0.3381 loss_class_dn_0: 0.09118 loss_bbox_dn_0: 0.2086 loss_giou_dn_0: 0.4827 loss_class_dn_1: 0.06112 loss_bbox_dn_1: 0.1473 loss_giou_dn_1: 0.378 loss_class_dn_2: 0.04933 loss_bbox_dn_2: 0.1321 loss_giou_dn_2: 0.3478 loss_class_dn_3: 0.0444 loss_bbox_dn_3: 0.1292 loss_giou_dn_3: 0.3401 loss_class_dn_4: 0.04143 loss_bbox_dn_4: 0.129 loss_giou_dn_4: 0.3381 time: 1.1170 data_time: 0.1033 lr: 0.0001 max_mem: 43695M [05/21 03:44:21 d2.utils.events]: eta: 1 day, 11:16:57 iter: 110099 total_loss: 8.544 loss_class: 0.233 loss_bbox: 0.1008 loss_giou: 0.3672 loss_class_0: 0.2591 loss_bbox_0: 0.1106 loss_giou_0: 0.3843 loss_class_1: 0.247 loss_bbox_1: 0.1036 loss_giou_1: 0.3738 loss_class_2: 0.2402 loss_bbox_2: 0.1022 loss_giou_2: 0.3703 loss_class_3: 0.2359 loss_bbox_3: 0.1012 loss_giou_3: 0.3667 loss_class_4: 0.2323 loss_bbox_4: 0.1004 loss_giou_4: 0.3676 loss_class_enc: 0.2749 loss_bbox_enc: 0.122 loss_giou_enc: 0.4019 loss_class_dn: 0.04203 loss_bbox_dn: 0.125 loss_giou_dn: 0.3407 loss_class_dn_0: 0.09547 loss_bbox_dn_0: 0.2031 loss_giou_dn_0: 0.4935 loss_class_dn_1: 0.06373 loss_bbox_dn_1: 0.1461 loss_giou_dn_1: 0.3839 loss_class_dn_2: 0.05177 loss_bbox_dn_2: 0.1306 loss_giou_dn_2: 0.3523 loss_class_dn_3: 0.0468 loss_bbox_dn_3: 0.1255 loss_giou_dn_3: 0.343 loss_class_dn_4: 0.0438 loss_bbox_dn_4: 0.125 loss_giou_dn_4: 0.3405 time: 1.1170 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/21 03:45:18 d2.utils.events]: eta: 1 day, 11:15:34 iter: 110149 total_loss: 8.393 loss_class: 0.2314 loss_bbox: 0.1014 loss_giou: 0.3538 loss_class_0: 0.2587 loss_bbox_0: 0.1133 loss_giou_0: 0.3773 loss_class_1: 0.244 loss_bbox_1: 0.1077 loss_giou_1: 0.3621 loss_class_2: 0.2381 loss_bbox_2: 0.1042 loss_giou_2: 0.3574 loss_class_3: 0.235 loss_bbox_3: 0.1031 loss_giou_3: 0.3541 loss_class_4: 0.2317 loss_bbox_4: 0.1013 loss_giou_4: 0.3535 loss_class_enc: 0.2738 loss_bbox_enc: 0.1237 loss_giou_enc: 0.3965 loss_class_dn: 0.04185 loss_bbox_dn: 0.1248 loss_giou_dn: 0.3279 loss_class_dn_0: 0.09355 loss_bbox_dn_0: 0.2039 loss_giou_dn_0: 0.4742 loss_class_dn_1: 0.06343 loss_bbox_dn_1: 0.148 loss_giou_dn_1: 0.3671 loss_class_dn_2: 0.05125 loss_bbox_dn_2: 0.1305 loss_giou_dn_2: 0.3374 loss_class_dn_3: 0.04533 loss_bbox_dn_3: 0.1265 loss_giou_dn_3: 0.3298 loss_class_dn_4: 0.04312 loss_bbox_dn_4: 0.1248 loss_giou_dn_4: 0.3276 time: 1.1170 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/21 03:46:15 d2.utils.events]: eta: 1 day, 11:15:32 iter: 110199 total_loss: 8.431 loss_class: 0.227 loss_bbox: 0.09995 loss_giou: 0.359 loss_class_0: 0.2541 loss_bbox_0: 0.1137 loss_giou_0: 0.3804 loss_class_1: 0.2418 loss_bbox_1: 0.1064 loss_giou_1: 0.3677 loss_class_2: 0.2331 loss_bbox_2: 0.1032 loss_giou_2: 0.3634 loss_class_3: 0.2306 loss_bbox_3: 0.1015 loss_giou_3: 0.3597 loss_class_4: 0.2278 loss_bbox_4: 0.1004 loss_giou_4: 0.3597 loss_class_enc: 0.2673 loss_bbox_enc: 0.1233 loss_giou_enc: 0.402 loss_class_dn: 0.04042 loss_bbox_dn: 0.1255 loss_giou_dn: 0.3376 loss_class_dn_0: 0.09371 loss_bbox_dn_0: 0.2064 loss_giou_dn_0: 0.4857 loss_class_dn_1: 0.06198 loss_bbox_dn_1: 0.1511 loss_giou_dn_1: 0.3787 loss_class_dn_2: 0.05109 loss_bbox_dn_2: 0.1313 loss_giou_dn_2: 0.3468 loss_class_dn_3: 0.0451 loss_bbox_dn_3: 0.127 loss_giou_dn_3: 0.3399 loss_class_dn_4: 0.04123 loss_bbox_dn_4: 0.1256 loss_giou_dn_4: 0.3372 time: 1.1170 data_time: 0.1089 lr: 0.0001 max_mem: 43695M [05/21 03:47:11 d2.utils.events]: eta: 1 day, 11:14:36 iter: 110249 total_loss: 8.527 loss_class: 0.2327 loss_bbox: 0.1013 loss_giou: 0.3666 loss_class_0: 0.2596 loss_bbox_0: 0.1104 loss_giou_0: 0.3871 loss_class_1: 0.2448 loss_bbox_1: 0.1064 loss_giou_1: 0.376 loss_class_2: 0.2395 loss_bbox_2: 0.1037 loss_giou_2: 0.3712 loss_class_3: 0.2371 loss_bbox_3: 0.1025 loss_giou_3: 0.3702 loss_class_4: 0.2325 loss_bbox_4: 0.1021 loss_giou_4: 0.3673 loss_class_enc: 0.2763 loss_bbox_enc: 0.1229 loss_giou_enc: 0.4101 loss_class_dn: 0.04365 loss_bbox_dn: 0.1253 loss_giou_dn: 0.3404 loss_class_dn_0: 0.09535 loss_bbox_dn_0: 0.2036 loss_giou_dn_0: 0.4845 loss_class_dn_1: 0.06627 loss_bbox_dn_1: 0.1478 loss_giou_dn_1: 0.3816 loss_class_dn_2: 0.05259 loss_bbox_dn_2: 0.1311 loss_giou_dn_2: 0.3515 loss_class_dn_3: 0.04754 loss_bbox_dn_3: 0.1267 loss_giou_dn_3: 0.342 loss_class_dn_4: 0.04496 loss_bbox_dn_4: 0.1253 loss_giou_dn_4: 0.3404 time: 1.1170 data_time: 0.1041 lr: 0.0001 max_mem: 43695M [05/21 03:48:08 d2.utils.events]: eta: 1 day, 11:15:10 iter: 110299 total_loss: 8.39 loss_class: 0.2253 loss_bbox: 0.1019 loss_giou: 0.3608 loss_class_0: 0.2517 loss_bbox_0: 0.1115 loss_giou_0: 0.3834 loss_class_1: 0.2363 loss_bbox_1: 0.1079 loss_giou_1: 0.3736 loss_class_2: 0.23 loss_bbox_2: 0.1036 loss_giou_2: 0.3675 loss_class_3: 0.2281 loss_bbox_3: 0.1023 loss_giou_3: 0.3636 loss_class_4: 0.2252 loss_bbox_4: 0.1022 loss_giou_4: 0.362 loss_class_enc: 0.2658 loss_bbox_enc: 0.1252 loss_giou_enc: 0.4081 loss_class_dn: 0.03751 loss_bbox_dn: 0.1252 loss_giou_dn: 0.3337 loss_class_dn_0: 0.0889 loss_bbox_dn_0: 0.2028 loss_giou_dn_0: 0.4856 loss_class_dn_1: 0.05935 loss_bbox_dn_1: 0.1481 loss_giou_dn_1: 0.3743 loss_class_dn_2: 0.04731 loss_bbox_dn_2: 0.131 loss_giou_dn_2: 0.3432 loss_class_dn_3: 0.04223 loss_bbox_dn_3: 0.1268 loss_giou_dn_3: 0.3358 loss_class_dn_4: 0.03851 loss_bbox_dn_4: 0.1253 loss_giou_dn_4: 0.3336 time: 1.1170 data_time: 0.1089 lr: 0.0001 max_mem: 43695M [05/21 03:49:04 d2.utils.events]: eta: 1 day, 11:12:46 iter: 110349 total_loss: 8.543 loss_class: 0.235 loss_bbox: 0.1052 loss_giou: 0.3562 loss_class_0: 0.26 loss_bbox_0: 0.119 loss_giou_0: 0.3798 loss_class_1: 0.2441 loss_bbox_1: 0.111 loss_giou_1: 0.3675 loss_class_2: 0.2385 loss_bbox_2: 0.1092 loss_giou_2: 0.3636 loss_class_3: 0.2386 loss_bbox_3: 0.1073 loss_giou_3: 0.3604 loss_class_4: 0.2361 loss_bbox_4: 0.1053 loss_giou_4: 0.3585 loss_class_enc: 0.2736 loss_bbox_enc: 0.1288 loss_giou_enc: 0.399 loss_class_dn: 0.04236 loss_bbox_dn: 0.1289 loss_giou_dn: 0.3352 loss_class_dn_0: 0.09437 loss_bbox_dn_0: 0.2134 loss_giou_dn_0: 0.49 loss_class_dn_1: 0.06485 loss_bbox_dn_1: 0.1518 loss_giou_dn_1: 0.3797 loss_class_dn_2: 0.0531 loss_bbox_dn_2: 0.1343 loss_giou_dn_2: 0.3472 loss_class_dn_3: 0.0474 loss_bbox_dn_3: 0.1303 loss_giou_dn_3: 0.3377 loss_class_dn_4: 0.04344 loss_bbox_dn_4: 0.129 loss_giou_dn_4: 0.335 time: 1.1170 data_time: 0.1029 lr: 0.0001 max_mem: 43695M [05/21 03:50:01 d2.utils.events]: eta: 1 day, 11:13:35 iter: 110399 total_loss: 8.457 loss_class: 0.2336 loss_bbox: 0.1002 loss_giou: 0.3574 loss_class_0: 0.2617 loss_bbox_0: 0.1111 loss_giou_0: 0.377 loss_class_1: 0.2529 loss_bbox_1: 0.1072 loss_giou_1: 0.368 loss_class_2: 0.243 loss_bbox_2: 0.1022 loss_giou_2: 0.3633 loss_class_3: 0.2381 loss_bbox_3: 0.1016 loss_giou_3: 0.3593 loss_class_4: 0.2343 loss_bbox_4: 0.1005 loss_giou_4: 0.358 loss_class_enc: 0.2781 loss_bbox_enc: 0.1232 loss_giou_enc: 0.3976 loss_class_dn: 0.04495 loss_bbox_dn: 0.1243 loss_giou_dn: 0.328 loss_class_dn_0: 0.09631 loss_bbox_dn_0: 0.2065 loss_giou_dn_0: 0.4831 loss_class_dn_1: 0.06784 loss_bbox_dn_1: 0.1467 loss_giou_dn_1: 0.3689 loss_class_dn_2: 0.0553 loss_bbox_dn_2: 0.1288 loss_giou_dn_2: 0.3381 loss_class_dn_3: 0.05014 loss_bbox_dn_3: 0.1258 loss_giou_dn_3: 0.33 loss_class_dn_4: 0.04624 loss_bbox_dn_4: 0.1242 loss_giou_dn_4: 0.3279 time: 1.1170 data_time: 0.1002 lr: 0.0001 max_mem: 43695M [05/21 03:50:58 d2.utils.events]: eta: 1 day, 11:12:24 iter: 110449 total_loss: 8.377 loss_class: 0.2316 loss_bbox: 0.1023 loss_giou: 0.3549 loss_class_0: 0.2521 loss_bbox_0: 0.1157 loss_giou_0: 0.3761 loss_class_1: 0.2413 loss_bbox_1: 0.109 loss_giou_1: 0.3662 loss_class_2: 0.2364 loss_bbox_2: 0.1048 loss_giou_2: 0.3614 loss_class_3: 0.2334 loss_bbox_3: 0.1047 loss_giou_3: 0.3544 loss_class_4: 0.2323 loss_bbox_4: 0.1027 loss_giou_4: 0.3553 loss_class_enc: 0.2702 loss_bbox_enc: 0.1226 loss_giou_enc: 0.3975 loss_class_dn: 0.03912 loss_bbox_dn: 0.1235 loss_giou_dn: 0.3299 loss_class_dn_0: 0.09197 loss_bbox_dn_0: 0.2065 loss_giou_dn_0: 0.483 loss_class_dn_1: 0.06203 loss_bbox_dn_1: 0.1473 loss_giou_dn_1: 0.3718 loss_class_dn_2: 0.04947 loss_bbox_dn_2: 0.1283 loss_giou_dn_2: 0.3397 loss_class_dn_3: 0.04395 loss_bbox_dn_3: 0.1248 loss_giou_dn_3: 0.3317 loss_class_dn_4: 0.03979 loss_bbox_dn_4: 0.1235 loss_giou_dn_4: 0.3296 time: 1.1170 data_time: 0.1077 lr: 0.0001 max_mem: 43695M [05/21 03:51:54 d2.utils.events]: eta: 1 day, 11:11:44 iter: 110499 total_loss: 8.363 loss_class: 0.2309 loss_bbox: 0.1036 loss_giou: 0.3476 loss_class_0: 0.2627 loss_bbox_0: 0.1151 loss_giou_0: 0.3662 loss_class_1: 0.2466 loss_bbox_1: 0.109 loss_giou_1: 0.3584 loss_class_2: 0.2408 loss_bbox_2: 0.1055 loss_giou_2: 0.3536 loss_class_3: 0.2371 loss_bbox_3: 0.1036 loss_giou_3: 0.3497 loss_class_4: 0.2318 loss_bbox_4: 0.1039 loss_giou_4: 0.3477 loss_class_enc: 0.2797 loss_bbox_enc: 0.127 loss_giou_enc: 0.3938 loss_class_dn: 0.04299 loss_bbox_dn: 0.1293 loss_giou_dn: 0.3265 loss_class_dn_0: 0.09693 loss_bbox_dn_0: 0.2173 loss_giou_dn_0: 0.4786 loss_class_dn_1: 0.0674 loss_bbox_dn_1: 0.1516 loss_giou_dn_1: 0.37 loss_class_dn_2: 0.05358 loss_bbox_dn_2: 0.1353 loss_giou_dn_2: 0.3378 loss_class_dn_3: 0.04801 loss_bbox_dn_3: 0.1313 loss_giou_dn_3: 0.3287 loss_class_dn_4: 0.04383 loss_bbox_dn_4: 0.1293 loss_giou_dn_4: 0.3264 time: 1.1170 data_time: 0.1002 lr: 0.0001 max_mem: 43695M [05/21 03:52:50 d2.utils.events]: eta: 1 day, 11:10:34 iter: 110549 total_loss: 8.554 loss_class: 0.2333 loss_bbox: 0.102 loss_giou: 0.3652 loss_class_0: 0.2596 loss_bbox_0: 0.1135 loss_giou_0: 0.3874 loss_class_1: 0.2474 loss_bbox_1: 0.1064 loss_giou_1: 0.3794 loss_class_2: 0.2426 loss_bbox_2: 0.1034 loss_giou_2: 0.373 loss_class_3: 0.2387 loss_bbox_3: 0.1033 loss_giou_3: 0.3677 loss_class_4: 0.2344 loss_bbox_4: 0.1017 loss_giou_4: 0.3659 loss_class_enc: 0.2769 loss_bbox_enc: 0.1232 loss_giou_enc: 0.4091 loss_class_dn: 0.03875 loss_bbox_dn: 0.1273 loss_giou_dn: 0.3402 loss_class_dn_0: 0.09239 loss_bbox_dn_0: 0.2043 loss_giou_dn_0: 0.4894 loss_class_dn_1: 0.06161 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3818 loss_class_dn_2: 0.04819 loss_bbox_dn_2: 0.132 loss_giou_dn_2: 0.3501 loss_class_dn_3: 0.04227 loss_bbox_dn_3: 0.1286 loss_giou_dn_3: 0.342 loss_class_dn_4: 0.03963 loss_bbox_dn_4: 0.1273 loss_giou_dn_4: 0.3401 time: 1.1170 data_time: 0.0958 lr: 0.0001 max_mem: 43695M [05/21 03:53:47 d2.utils.events]: eta: 1 day, 11:10:20 iter: 110599 total_loss: 8.643 loss_class: 0.2416 loss_bbox: 0.1038 loss_giou: 0.3651 loss_class_0: 0.2673 loss_bbox_0: 0.114 loss_giou_0: 0.3893 loss_class_1: 0.2494 loss_bbox_1: 0.1086 loss_giou_1: 0.3765 loss_class_2: 0.245 loss_bbox_2: 0.1057 loss_giou_2: 0.3698 loss_class_3: 0.243 loss_bbox_3: 0.1051 loss_giou_3: 0.3667 loss_class_4: 0.241 loss_bbox_4: 0.1039 loss_giou_4: 0.3646 loss_class_enc: 0.2831 loss_bbox_enc: 0.1248 loss_giou_enc: 0.4182 loss_class_dn: 0.0431 loss_bbox_dn: 0.1263 loss_giou_dn: 0.3421 loss_class_dn_0: 0.0965 loss_bbox_dn_0: 0.2117 loss_giou_dn_0: 0.4937 loss_class_dn_1: 0.0669 loss_bbox_dn_1: 0.1488 loss_giou_dn_1: 0.3872 loss_class_dn_2: 0.05317 loss_bbox_dn_2: 0.1319 loss_giou_dn_2: 0.3525 loss_class_dn_3: 0.04767 loss_bbox_dn_3: 0.1274 loss_giou_dn_3: 0.3434 loss_class_dn_4: 0.0441 loss_bbox_dn_4: 0.1264 loss_giou_dn_4: 0.3419 time: 1.1171 data_time: 0.1034 lr: 0.0001 max_mem: 43695M [05/21 03:54:44 d2.utils.events]: eta: 1 day, 11:09:18 iter: 110649 total_loss: 8.478 loss_class: 0.2304 loss_bbox: 0.1021 loss_giou: 0.3567 loss_class_0: 0.256 loss_bbox_0: 0.1132 loss_giou_0: 0.375 loss_class_1: 0.2422 loss_bbox_1: 0.1101 loss_giou_1: 0.3646 loss_class_2: 0.2362 loss_bbox_2: 0.1053 loss_giou_2: 0.3606 loss_class_3: 0.2358 loss_bbox_3: 0.1034 loss_giou_3: 0.3573 loss_class_4: 0.2335 loss_bbox_4: 0.1023 loss_giou_4: 0.3566 loss_class_enc: 0.2751 loss_bbox_enc: 0.1259 loss_giou_enc: 0.3951 loss_class_dn: 0.04284 loss_bbox_dn: 0.1314 loss_giou_dn: 0.3332 loss_class_dn_0: 0.09358 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.4865 loss_class_dn_1: 0.06335 loss_bbox_dn_1: 0.1537 loss_giou_dn_1: 0.3734 loss_class_dn_2: 0.05202 loss_bbox_dn_2: 0.1363 loss_giou_dn_2: 0.3442 loss_class_dn_3: 0.04773 loss_bbox_dn_3: 0.1326 loss_giou_dn_3: 0.335 loss_class_dn_4: 0.04394 loss_bbox_dn_4: 0.1314 loss_giou_dn_4: 0.333 time: 1.1171 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/21 03:55:40 d2.utils.events]: eta: 1 day, 11:07:48 iter: 110699 total_loss: 8.645 loss_class: 0.2382 loss_bbox: 0.103 loss_giou: 0.3647 loss_class_0: 0.2646 loss_bbox_0: 0.1135 loss_giou_0: 0.3867 loss_class_1: 0.2503 loss_bbox_1: 0.1102 loss_giou_1: 0.375 loss_class_2: 0.2443 loss_bbox_2: 0.1061 loss_giou_2: 0.3713 loss_class_3: 0.2409 loss_bbox_3: 0.1037 loss_giou_3: 0.3667 loss_class_4: 0.2391 loss_bbox_4: 0.103 loss_giou_4: 0.3634 loss_class_enc: 0.2761 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4111 loss_class_dn: 0.04301 loss_bbox_dn: 0.1273 loss_giou_dn: 0.3418 loss_class_dn_0: 0.09576 loss_bbox_dn_0: 0.2093 loss_giou_dn_0: 0.4944 loss_class_dn_1: 0.06276 loss_bbox_dn_1: 0.1503 loss_giou_dn_1: 0.3832 loss_class_dn_2: 0.05136 loss_bbox_dn_2: 0.1329 loss_giou_dn_2: 0.3534 loss_class_dn_3: 0.04664 loss_bbox_dn_3: 0.129 loss_giou_dn_3: 0.344 loss_class_dn_4: 0.04378 loss_bbox_dn_4: 0.1273 loss_giou_dn_4: 0.3418 time: 1.1171 data_time: 0.0901 lr: 0.0001 max_mem: 43695M [05/21 03:56:37 d2.utils.events]: eta: 1 day, 11:07:27 iter: 110749 total_loss: 8.598 loss_class: 0.2352 loss_bbox: 0.1066 loss_giou: 0.3548 loss_class_0: 0.2606 loss_bbox_0: 0.1162 loss_giou_0: 0.3729 loss_class_1: 0.2482 loss_bbox_1: 0.1101 loss_giou_1: 0.3627 loss_class_2: 0.2413 loss_bbox_2: 0.1085 loss_giou_2: 0.3584 loss_class_3: 0.2376 loss_bbox_3: 0.1089 loss_giou_3: 0.3558 loss_class_4: 0.2368 loss_bbox_4: 0.1067 loss_giou_4: 0.3549 loss_class_enc: 0.2751 loss_bbox_enc: 0.1299 loss_giou_enc: 0.3941 loss_class_dn: 0.04428 loss_bbox_dn: 0.1326 loss_giou_dn: 0.3348 loss_class_dn_0: 0.09546 loss_bbox_dn_0: 0.2224 loss_giou_dn_0: 0.4806 loss_class_dn_1: 0.06729 loss_bbox_dn_1: 0.1581 loss_giou_dn_1: 0.3774 loss_class_dn_2: 0.05392 loss_bbox_dn_2: 0.1384 loss_giou_dn_2: 0.3463 loss_class_dn_3: 0.0483 loss_bbox_dn_3: 0.1336 loss_giou_dn_3: 0.3375 loss_class_dn_4: 0.04528 loss_bbox_dn_4: 0.1325 loss_giou_dn_4: 0.3347 time: 1.1171 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/21 03:57:33 d2.utils.events]: eta: 1 day, 11:06:08 iter: 110799 total_loss: 8.509 loss_class: 0.2278 loss_bbox: 0.1038 loss_giou: 0.359 loss_class_0: 0.2566 loss_bbox_0: 0.1164 loss_giou_0: 0.3866 loss_class_1: 0.2407 loss_bbox_1: 0.1093 loss_giou_1: 0.3718 loss_class_2: 0.2349 loss_bbox_2: 0.108 loss_giou_2: 0.3644 loss_class_3: 0.2329 loss_bbox_3: 0.1048 loss_giou_3: 0.3633 loss_class_4: 0.2285 loss_bbox_4: 0.1042 loss_giou_4: 0.3596 loss_class_enc: 0.2712 loss_bbox_enc: 0.1269 loss_giou_enc: 0.4068 loss_class_dn: 0.04225 loss_bbox_dn: 0.1314 loss_giou_dn: 0.3368 loss_class_dn_0: 0.09707 loss_bbox_dn_0: 0.2123 loss_giou_dn_0: 0.4932 loss_class_dn_1: 0.06676 loss_bbox_dn_1: 0.1529 loss_giou_dn_1: 0.3826 loss_class_dn_2: 0.05332 loss_bbox_dn_2: 0.1364 loss_giou_dn_2: 0.349 loss_class_dn_3: 0.04747 loss_bbox_dn_3: 0.1323 loss_giou_dn_3: 0.3387 loss_class_dn_4: 0.04403 loss_bbox_dn_4: 0.1314 loss_giou_dn_4: 0.3369 time: 1.1171 data_time: 0.0952 lr: 0.0001 max_mem: 43695M [05/21 03:58:30 d2.utils.events]: eta: 1 day, 11:05:57 iter: 110849 total_loss: 8.535 loss_class: 0.2325 loss_bbox: 0.1048 loss_giou: 0.3594 loss_class_0: 0.2595 loss_bbox_0: 0.1143 loss_giou_0: 0.3814 loss_class_1: 0.2468 loss_bbox_1: 0.1084 loss_giou_1: 0.3705 loss_class_2: 0.2415 loss_bbox_2: 0.1062 loss_giou_2: 0.3632 loss_class_3: 0.2367 loss_bbox_3: 0.1051 loss_giou_3: 0.3616 loss_class_4: 0.2337 loss_bbox_4: 0.1042 loss_giou_4: 0.3592 loss_class_enc: 0.2719 loss_bbox_enc: 0.1266 loss_giou_enc: 0.4022 loss_class_dn: 0.04032 loss_bbox_dn: 0.1312 loss_giou_dn: 0.3347 loss_class_dn_0: 0.09055 loss_bbox_dn_0: 0.2173 loss_giou_dn_0: 0.4843 loss_class_dn_1: 0.06154 loss_bbox_dn_1: 0.1528 loss_giou_dn_1: 0.3776 loss_class_dn_2: 0.04921 loss_bbox_dn_2: 0.137 loss_giou_dn_2: 0.3457 loss_class_dn_3: 0.04484 loss_bbox_dn_3: 0.1334 loss_giou_dn_3: 0.3373 loss_class_dn_4: 0.04066 loss_bbox_dn_4: 0.1312 loss_giou_dn_4: 0.3344 time: 1.1171 data_time: 0.1161 lr: 0.0001 max_mem: 43695M [05/21 03:59:27 d2.utils.events]: eta: 1 day, 11:06:16 iter: 110899 total_loss: 8.453 loss_class: 0.2308 loss_bbox: 0.0996 loss_giou: 0.3607 loss_class_0: 0.2578 loss_bbox_0: 0.1114 loss_giou_0: 0.3799 loss_class_1: 0.2436 loss_bbox_1: 0.1042 loss_giou_1: 0.3668 loss_class_2: 0.2367 loss_bbox_2: 0.1025 loss_giou_2: 0.3645 loss_class_3: 0.2352 loss_bbox_3: 0.1006 loss_giou_3: 0.3613 loss_class_4: 0.2333 loss_bbox_4: 0.09952 loss_giou_4: 0.3595 loss_class_enc: 0.2745 loss_bbox_enc: 0.1214 loss_giou_enc: 0.4045 loss_class_dn: 0.04057 loss_bbox_dn: 0.1212 loss_giou_dn: 0.3324 loss_class_dn_0: 0.09536 loss_bbox_dn_0: 0.2015 loss_giou_dn_0: 0.4851 loss_class_dn_1: 0.06403 loss_bbox_dn_1: 0.1436 loss_giou_dn_1: 0.3742 loss_class_dn_2: 0.05258 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.3419 loss_class_dn_3: 0.046 loss_bbox_dn_3: 0.1227 loss_giou_dn_3: 0.3341 loss_class_dn_4: 0.04199 loss_bbox_dn_4: 0.1212 loss_giou_dn_4: 0.3323 time: 1.1171 data_time: 0.0981 lr: 0.0001 max_mem: 43695M [05/21 04:00:23 d2.utils.events]: eta: 1 day, 11:05:40 iter: 110949 total_loss: 8.429 loss_class: 0.2305 loss_bbox: 0.101 loss_giou: 0.3468 loss_class_0: 0.2573 loss_bbox_0: 0.113 loss_giou_0: 0.3675 loss_class_1: 0.2448 loss_bbox_1: 0.106 loss_giou_1: 0.359 loss_class_2: 0.2385 loss_bbox_2: 0.1018 loss_giou_2: 0.3491 loss_class_3: 0.2355 loss_bbox_3: 0.1012 loss_giou_3: 0.3453 loss_class_4: 0.2309 loss_bbox_4: 0.1006 loss_giou_4: 0.3478 loss_class_enc: 0.2724 loss_bbox_enc: 0.1247 loss_giou_enc: 0.3902 loss_class_dn: 0.04186 loss_bbox_dn: 0.1302 loss_giou_dn: 0.3282 loss_class_dn_0: 0.09358 loss_bbox_dn_0: 0.2164 loss_giou_dn_0: 0.4786 loss_class_dn_1: 0.06242 loss_bbox_dn_1: 0.1507 loss_giou_dn_1: 0.3682 loss_class_dn_2: 0.05052 loss_bbox_dn_2: 0.1346 loss_giou_dn_2: 0.3378 loss_class_dn_3: 0.04592 loss_bbox_dn_3: 0.1314 loss_giou_dn_3: 0.3304 loss_class_dn_4: 0.04291 loss_bbox_dn_4: 0.1303 loss_giou_dn_4: 0.3282 time: 1.1171 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/21 04:01:19 d2.utils.events]: eta: 1 day, 11:02:57 iter: 110999 total_loss: 8.62 loss_class: 0.2358 loss_bbox: 0.1018 loss_giou: 0.361 loss_class_0: 0.2637 loss_bbox_0: 0.1146 loss_giou_0: 0.3829 loss_class_1: 0.2498 loss_bbox_1: 0.1088 loss_giou_1: 0.3732 loss_class_2: 0.2419 loss_bbox_2: 0.1045 loss_giou_2: 0.3682 loss_class_3: 0.2392 loss_bbox_3: 0.1027 loss_giou_3: 0.3626 loss_class_4: 0.2371 loss_bbox_4: 0.1023 loss_giou_4: 0.3615 loss_class_enc: 0.2774 loss_bbox_enc: 0.1235 loss_giou_enc: 0.4089 loss_class_dn: 0.0407 loss_bbox_dn: 0.1299 loss_giou_dn: 0.3375 loss_class_dn_0: 0.09342 loss_bbox_dn_0: 0.2098 loss_giou_dn_0: 0.4885 loss_class_dn_1: 0.06205 loss_bbox_dn_1: 0.1548 loss_giou_dn_1: 0.3813 loss_class_dn_2: 0.04919 loss_bbox_dn_2: 0.1361 loss_giou_dn_2: 0.3478 loss_class_dn_3: 0.04368 loss_bbox_dn_3: 0.1319 loss_giou_dn_3: 0.3397 loss_class_dn_4: 0.04098 loss_bbox_dn_4: 0.13 loss_giou_dn_4: 0.3375 time: 1.1171 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 04:02:16 d2.utils.events]: eta: 1 day, 11:02:30 iter: 111049 total_loss: 8.383 loss_class: 0.2286 loss_bbox: 0.1019 loss_giou: 0.3553 loss_class_0: 0.2548 loss_bbox_0: 0.1136 loss_giou_0: 0.3749 loss_class_1: 0.2381 loss_bbox_1: 0.1073 loss_giou_1: 0.3667 loss_class_2: 0.2347 loss_bbox_2: 0.1048 loss_giou_2: 0.3577 loss_class_3: 0.2325 loss_bbox_3: 0.1025 loss_giou_3: 0.3565 loss_class_4: 0.2294 loss_bbox_4: 0.1022 loss_giou_4: 0.3557 loss_class_enc: 0.2707 loss_bbox_enc: 0.1228 loss_giou_enc: 0.398 loss_class_dn: 0.0397 loss_bbox_dn: 0.1243 loss_giou_dn: 0.3333 loss_class_dn_0: 0.09318 loss_bbox_dn_0: 0.2119 loss_giou_dn_0: 0.482 loss_class_dn_1: 0.06174 loss_bbox_dn_1: 0.1472 loss_giou_dn_1: 0.3719 loss_class_dn_2: 0.04916 loss_bbox_dn_2: 0.1297 loss_giou_dn_2: 0.3424 loss_class_dn_3: 0.04431 loss_bbox_dn_3: 0.1259 loss_giou_dn_3: 0.335 loss_class_dn_4: 0.04117 loss_bbox_dn_4: 0.1243 loss_giou_dn_4: 0.3333 time: 1.1171 data_time: 0.0981 lr: 0.0001 max_mem: 43695M [05/21 04:03:12 d2.utils.events]: eta: 1 day, 11:01:00 iter: 111099 total_loss: 8.779 loss_class: 0.2362 loss_bbox: 0.1046 loss_giou: 0.3647 loss_class_0: 0.2675 loss_bbox_0: 0.1131 loss_giou_0: 0.3887 loss_class_1: 0.2521 loss_bbox_1: 0.1101 loss_giou_1: 0.3758 loss_class_2: 0.2414 loss_bbox_2: 0.1082 loss_giou_2: 0.3707 loss_class_3: 0.2411 loss_bbox_3: 0.106 loss_giou_3: 0.3664 loss_class_4: 0.2375 loss_bbox_4: 0.1046 loss_giou_4: 0.3643 loss_class_enc: 0.282 loss_bbox_enc: 0.1241 loss_giou_enc: 0.4136 loss_class_dn: 0.04146 loss_bbox_dn: 0.1291 loss_giou_dn: 0.3483 loss_class_dn_0: 0.09554 loss_bbox_dn_0: 0.2079 loss_giou_dn_0: 0.496 loss_class_dn_1: 0.0637 loss_bbox_dn_1: 0.1546 loss_giou_dn_1: 0.3902 loss_class_dn_2: 0.05086 loss_bbox_dn_2: 0.1338 loss_giou_dn_2: 0.3606 loss_class_dn_3: 0.04556 loss_bbox_dn_3: 0.1306 loss_giou_dn_3: 0.3501 loss_class_dn_4: 0.04291 loss_bbox_dn_4: 0.1291 loss_giou_dn_4: 0.3484 time: 1.1171 data_time: 0.1034 lr: 0.0001 max_mem: 43695M [05/21 04:04:09 d2.utils.events]: eta: 1 day, 10:59:59 iter: 111149 total_loss: 8.533 loss_class: 0.2353 loss_bbox: 0.09941 loss_giou: 0.3701 loss_class_0: 0.2621 loss_bbox_0: 0.11 loss_giou_0: 0.3869 loss_class_1: 0.249 loss_bbox_1: 0.1051 loss_giou_1: 0.3767 loss_class_2: 0.2424 loss_bbox_2: 0.1022 loss_giou_2: 0.3731 loss_class_3: 0.2405 loss_bbox_3: 0.09972 loss_giou_3: 0.3715 loss_class_4: 0.236 loss_bbox_4: 0.09973 loss_giou_4: 0.3701 loss_class_enc: 0.2771 loss_bbox_enc: 0.1186 loss_giou_enc: 0.4084 loss_class_dn: 0.04268 loss_bbox_dn: 0.1185 loss_giou_dn: 0.3392 loss_class_dn_0: 0.09471 loss_bbox_dn_0: 0.1978 loss_giou_dn_0: 0.4843 loss_class_dn_1: 0.06454 loss_bbox_dn_1: 0.1404 loss_giou_dn_1: 0.3805 loss_class_dn_2: 0.05297 loss_bbox_dn_2: 0.1238 loss_giou_dn_2: 0.3506 loss_class_dn_3: 0.04781 loss_bbox_dn_3: 0.12 loss_giou_dn_3: 0.3417 loss_class_dn_4: 0.04403 loss_bbox_dn_4: 0.1185 loss_giou_dn_4: 0.3391 time: 1.1171 data_time: 0.1032 lr: 0.0001 max_mem: 43695M [05/21 04:05:06 d2.utils.events]: eta: 1 day, 10:59:03 iter: 111199 total_loss: 8.613 loss_class: 0.2371 loss_bbox: 0.1055 loss_giou: 0.355 loss_class_0: 0.2709 loss_bbox_0: 0.1137 loss_giou_0: 0.3731 loss_class_1: 0.2534 loss_bbox_1: 0.1112 loss_giou_1: 0.3615 loss_class_2: 0.2446 loss_bbox_2: 0.108 loss_giou_2: 0.3606 loss_class_3: 0.2434 loss_bbox_3: 0.1054 loss_giou_3: 0.3557 loss_class_4: 0.2404 loss_bbox_4: 0.1052 loss_giou_4: 0.356 loss_class_enc: 0.282 loss_bbox_enc: 0.1276 loss_giou_enc: 0.3989 loss_class_dn: 0.04334 loss_bbox_dn: 0.1278 loss_giou_dn: 0.3348 loss_class_dn_0: 0.09818 loss_bbox_dn_0: 0.2096 loss_giou_dn_0: 0.486 loss_class_dn_1: 0.06703 loss_bbox_dn_1: 0.1519 loss_giou_dn_1: 0.3756 loss_class_dn_2: 0.0539 loss_bbox_dn_2: 0.1326 loss_giou_dn_2: 0.3453 loss_class_dn_3: 0.04866 loss_bbox_dn_3: 0.1291 loss_giou_dn_3: 0.3366 loss_class_dn_4: 0.04432 loss_bbox_dn_4: 0.1278 loss_giou_dn_4: 0.3347 time: 1.1171 data_time: 0.1008 lr: 0.0001 max_mem: 43695M [05/21 04:06:02 d2.utils.events]: eta: 1 day, 10:58:23 iter: 111249 total_loss: 8.604 loss_class: 0.2325 loss_bbox: 0.1008 loss_giou: 0.3677 loss_class_0: 0.264 loss_bbox_0: 0.1107 loss_giou_0: 0.3851 loss_class_1: 0.2494 loss_bbox_1: 0.1065 loss_giou_1: 0.3789 loss_class_2: 0.2404 loss_bbox_2: 0.1039 loss_giou_2: 0.3701 loss_class_3: 0.2366 loss_bbox_3: 0.1018 loss_giou_3: 0.3684 loss_class_4: 0.233 loss_bbox_4: 0.1002 loss_giou_4: 0.367 loss_class_enc: 0.2741 loss_bbox_enc: 0.1225 loss_giou_enc: 0.4138 loss_class_dn: 0.04161 loss_bbox_dn: 0.1257 loss_giou_dn: 0.3408 loss_class_dn_0: 0.09396 loss_bbox_dn_0: 0.2074 loss_giou_dn_0: 0.4878 loss_class_dn_1: 0.06499 loss_bbox_dn_1: 0.1496 loss_giou_dn_1: 0.3858 loss_class_dn_2: 0.05187 loss_bbox_dn_2: 0.1317 loss_giou_dn_2: 0.3525 loss_class_dn_3: 0.04672 loss_bbox_dn_3: 0.1268 loss_giou_dn_3: 0.3429 loss_class_dn_4: 0.04337 loss_bbox_dn_4: 0.1257 loss_giou_dn_4: 0.3408 time: 1.1171 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 04:06:59 d2.utils.events]: eta: 1 day, 10:57:25 iter: 111299 total_loss: 8.408 loss_class: 0.2303 loss_bbox: 0.1003 loss_giou: 0.3496 loss_class_0: 0.2533 loss_bbox_0: 0.1119 loss_giou_0: 0.372 loss_class_1: 0.2429 loss_bbox_1: 0.1058 loss_giou_1: 0.3586 loss_class_2: 0.2345 loss_bbox_2: 0.1028 loss_giou_2: 0.354 loss_class_3: 0.2326 loss_bbox_3: 0.1006 loss_giou_3: 0.3502 loss_class_4: 0.2301 loss_bbox_4: 0.1008 loss_giou_4: 0.3502 loss_class_enc: 0.2714 loss_bbox_enc: 0.1213 loss_giou_enc: 0.3944 loss_class_dn: 0.03895 loss_bbox_dn: 0.1207 loss_giou_dn: 0.3258 loss_class_dn_0: 0.09296 loss_bbox_dn_0: 0.2032 loss_giou_dn_0: 0.4773 loss_class_dn_1: 0.06179 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 0.3694 loss_class_dn_2: 0.04903 loss_bbox_dn_2: 0.1267 loss_giou_dn_2: 0.3366 loss_class_dn_3: 0.04396 loss_bbox_dn_3: 0.1222 loss_giou_dn_3: 0.3277 loss_class_dn_4: 0.03965 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3257 time: 1.1171 data_time: 0.1013 lr: 0.0001 max_mem: 43695M [05/21 04:07:55 d2.utils.events]: eta: 1 day, 10:56:33 iter: 111349 total_loss: 8.647 loss_class: 0.2383 loss_bbox: 0.1051 loss_giou: 0.3689 loss_class_0: 0.2681 loss_bbox_0: 0.1146 loss_giou_0: 0.3874 loss_class_1: 0.252 loss_bbox_1: 0.1109 loss_giou_1: 0.3777 loss_class_2: 0.2455 loss_bbox_2: 0.1089 loss_giou_2: 0.373 loss_class_3: 0.2433 loss_bbox_3: 0.1074 loss_giou_3: 0.3696 loss_class_4: 0.2405 loss_bbox_4: 0.1051 loss_giou_4: 0.3697 loss_class_enc: 0.2806 loss_bbox_enc: 0.1258 loss_giou_enc: 0.4123 loss_class_dn: 0.03988 loss_bbox_dn: 0.126 loss_giou_dn: 0.3375 loss_class_dn_0: 0.0928 loss_bbox_dn_0: 0.2073 loss_giou_dn_0: 0.4951 loss_class_dn_1: 0.06159 loss_bbox_dn_1: 0.1485 loss_giou_dn_1: 0.3841 loss_class_dn_2: 0.05043 loss_bbox_dn_2: 0.1305 loss_giou_dn_2: 0.3483 loss_class_dn_3: 0.04433 loss_bbox_dn_3: 0.1274 loss_giou_dn_3: 0.3395 loss_class_dn_4: 0.04053 loss_bbox_dn_4: 0.126 loss_giou_dn_4: 0.3373 time: 1.1171 data_time: 0.1019 lr: 0.0001 max_mem: 43695M [05/21 04:08:52 d2.utils.events]: eta: 1 day, 10:55:22 iter: 111399 total_loss: 8.672 loss_class: 0.2398 loss_bbox: 0.1025 loss_giou: 0.3592 loss_class_0: 0.2672 loss_bbox_0: 0.1159 loss_giou_0: 0.3806 loss_class_1: 0.2545 loss_bbox_1: 0.1092 loss_giou_1: 0.3699 loss_class_2: 0.2461 loss_bbox_2: 0.1071 loss_giou_2: 0.365 loss_class_3: 0.2451 loss_bbox_3: 0.1028 loss_giou_3: 0.3591 loss_class_4: 0.2421 loss_bbox_4: 0.1016 loss_giou_4: 0.3592 loss_class_enc: 0.2783 loss_bbox_enc: 0.1245 loss_giou_enc: 0.4058 loss_class_dn: 0.04313 loss_bbox_dn: 0.1309 loss_giou_dn: 0.34 loss_class_dn_0: 0.09642 loss_bbox_dn_0: 0.2108 loss_giou_dn_0: 0.4951 loss_class_dn_1: 0.06655 loss_bbox_dn_1: 0.1525 loss_giou_dn_1: 0.3852 loss_class_dn_2: 0.05372 loss_bbox_dn_2: 0.1359 loss_giou_dn_2: 0.3512 loss_class_dn_3: 0.04797 loss_bbox_dn_3: 0.1325 loss_giou_dn_3: 0.3425 loss_class_dn_4: 0.04464 loss_bbox_dn_4: 0.131 loss_giou_dn_4: 0.3399 time: 1.1171 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/21 04:09:48 d2.utils.events]: eta: 1 day, 10:55:09 iter: 111449 total_loss: 8.578 loss_class: 0.2347 loss_bbox: 0.103 loss_giou: 0.364 loss_class_0: 0.264 loss_bbox_0: 0.1131 loss_giou_0: 0.3803 loss_class_1: 0.2478 loss_bbox_1: 0.1071 loss_giou_1: 0.3685 loss_class_2: 0.2417 loss_bbox_2: 0.1038 loss_giou_2: 0.3655 loss_class_3: 0.2382 loss_bbox_3: 0.1035 loss_giou_3: 0.3636 loss_class_4: 0.2353 loss_bbox_4: 0.103 loss_giou_4: 0.3629 loss_class_enc: 0.2795 loss_bbox_enc: 0.1241 loss_giou_enc: 0.4019 loss_class_dn: 0.04258 loss_bbox_dn: 0.1257 loss_giou_dn: 0.3366 loss_class_dn_0: 0.09191 loss_bbox_dn_0: 0.2077 loss_giou_dn_0: 0.4952 loss_class_dn_1: 0.06191 loss_bbox_dn_1: 0.1491 loss_giou_dn_1: 0.3809 loss_class_dn_2: 0.05152 loss_bbox_dn_2: 0.13 loss_giou_dn_2: 0.348 loss_class_dn_3: 0.04705 loss_bbox_dn_3: 0.1266 loss_giou_dn_3: 0.3388 loss_class_dn_4: 0.04324 loss_bbox_dn_4: 0.1258 loss_giou_dn_4: 0.3363 time: 1.1171 data_time: 0.0984 lr: 0.0001 max_mem: 43695M [05/21 04:10:46 d2.utils.events]: eta: 1 day, 10:53:40 iter: 111499 total_loss: 8.475 loss_class: 0.2271 loss_bbox: 0.09839 loss_giou: 0.36 loss_class_0: 0.2583 loss_bbox_0: 0.1102 loss_giou_0: 0.3837 loss_class_1: 0.245 loss_bbox_1: 0.1043 loss_giou_1: 0.3722 loss_class_2: 0.2376 loss_bbox_2: 0.1005 loss_giou_2: 0.3679 loss_class_3: 0.2323 loss_bbox_3: 0.09897 loss_giou_3: 0.3631 loss_class_4: 0.229 loss_bbox_4: 0.09856 loss_giou_4: 0.3607 loss_class_enc: 0.2715 loss_bbox_enc: 0.1209 loss_giou_enc: 0.4052 loss_class_dn: 0.03962 loss_bbox_dn: 0.1203 loss_giou_dn: 0.3341 loss_class_dn_0: 0.08916 loss_bbox_dn_0: 0.2046 loss_giou_dn_0: 0.4898 loss_class_dn_1: 0.06005 loss_bbox_dn_1: 0.1412 loss_giou_dn_1: 0.3765 loss_class_dn_2: 0.04777 loss_bbox_dn_2: 0.125 loss_giou_dn_2: 0.3449 loss_class_dn_3: 0.04319 loss_bbox_dn_3: 0.1215 loss_giou_dn_3: 0.336 loss_class_dn_4: 0.04028 loss_bbox_dn_4: 0.1203 loss_giou_dn_4: 0.3341 time: 1.1171 data_time: 0.0973 lr: 0.0001 max_mem: 43695M [05/21 04:11:42 d2.utils.events]: eta: 1 day, 10:53:19 iter: 111549 total_loss: 8.613 loss_class: 0.2337 loss_bbox: 0.1051 loss_giou: 0.3613 loss_class_0: 0.2662 loss_bbox_0: 0.1132 loss_giou_0: 0.3801 loss_class_1: 0.2491 loss_bbox_1: 0.1081 loss_giou_1: 0.3701 loss_class_2: 0.2407 loss_bbox_2: 0.1053 loss_giou_2: 0.3648 loss_class_3: 0.2383 loss_bbox_3: 0.1048 loss_giou_3: 0.3621 loss_class_4: 0.2342 loss_bbox_4: 0.105 loss_giou_4: 0.3609 loss_class_enc: 0.279 loss_bbox_enc: 0.1234 loss_giou_enc: 0.4054 loss_class_dn: 0.04187 loss_bbox_dn: 0.1305 loss_giou_dn: 0.3443 loss_class_dn_0: 0.09379 loss_bbox_dn_0: 0.2068 loss_giou_dn_0: 0.4936 loss_class_dn_1: 0.06313 loss_bbox_dn_1: 0.1523 loss_giou_dn_1: 0.3843 loss_class_dn_2: 0.05095 loss_bbox_dn_2: 0.1362 loss_giou_dn_2: 0.3535 loss_class_dn_3: 0.04508 loss_bbox_dn_3: 0.132 loss_giou_dn_3: 0.3463 loss_class_dn_4: 0.04218 loss_bbox_dn_4: 0.1305 loss_giou_dn_4: 0.3442 time: 1.1171 data_time: 0.1086 lr: 0.0001 max_mem: 43695M [05/21 04:12:41 d2.utils.events]: eta: 1 day, 10:50:48 iter: 111599 total_loss: 8.674 loss_class: 0.2316 loss_bbox: 0.1026 loss_giou: 0.3628 loss_class_0: 0.2612 loss_bbox_0: 0.1145 loss_giou_0: 0.3881 loss_class_1: 0.2454 loss_bbox_1: 0.1082 loss_giou_1: 0.3739 loss_class_2: 0.2385 loss_bbox_2: 0.1049 loss_giou_2: 0.368 loss_class_3: 0.2365 loss_bbox_3: 0.1029 loss_giou_3: 0.3644 loss_class_4: 0.2329 loss_bbox_4: 0.1033 loss_giou_4: 0.3634 loss_class_enc: 0.2777 loss_bbox_enc: 0.1242 loss_giou_enc: 0.4097 loss_class_dn: 0.04189 loss_bbox_dn: 0.1291 loss_giou_dn: 0.3408 loss_class_dn_0: 0.09511 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.4908 loss_class_dn_1: 0.06377 loss_bbox_dn_1: 0.1518 loss_giou_dn_1: 0.3857 loss_class_dn_2: 0.05084 loss_bbox_dn_2: 0.1334 loss_giou_dn_2: 0.3532 loss_class_dn_3: 0.04654 loss_bbox_dn_3: 0.1292 loss_giou_dn_3: 0.3434 loss_class_dn_4: 0.04315 loss_bbox_dn_4: 0.1291 loss_giou_dn_4: 0.3407 time: 1.1171 data_time: 0.1000 lr: 0.0001 max_mem: 43695M [05/21 04:13:36 d2.utils.events]: eta: 1 day, 10:48:39 iter: 111649 total_loss: 8.607 loss_class: 0.2314 loss_bbox: 0.09986 loss_giou: 0.3631 loss_class_0: 0.2581 loss_bbox_0: 0.1143 loss_giou_0: 0.3848 loss_class_1: 0.2459 loss_bbox_1: 0.1075 loss_giou_1: 0.3728 loss_class_2: 0.2395 loss_bbox_2: 0.1015 loss_giou_2: 0.3681 loss_class_3: 0.2347 loss_bbox_3: 0.1008 loss_giou_3: 0.365 loss_class_4: 0.2335 loss_bbox_4: 0.09988 loss_giou_4: 0.3638 loss_class_enc: 0.2745 loss_bbox_enc: 0.1247 loss_giou_enc: 0.4077 loss_class_dn: 0.04222 loss_bbox_dn: 0.125 loss_giou_dn: 0.3387 loss_class_dn_0: 0.09327 loss_bbox_dn_0: 0.2077 loss_giou_dn_0: 0.4962 loss_class_dn_1: 0.06284 loss_bbox_dn_1: 0.1476 loss_giou_dn_1: 0.3856 loss_class_dn_2: 0.05136 loss_bbox_dn_2: 0.1309 loss_giou_dn_2: 0.3506 loss_class_dn_3: 0.04581 loss_bbox_dn_3: 0.1261 loss_giou_dn_3: 0.3408 loss_class_dn_4: 0.04261 loss_bbox_dn_4: 0.1251 loss_giou_dn_4: 0.3386 time: 1.1171 data_time: 0.1007 lr: 0.0001 max_mem: 43695M [05/21 04:14:34 d2.utils.events]: eta: 1 day, 10:49:59 iter: 111699 total_loss: 8.375 loss_class: 0.2359 loss_bbox: 0.1057 loss_giou: 0.3482 loss_class_0: 0.2593 loss_bbox_0: 0.1155 loss_giou_0: 0.3725 loss_class_1: 0.2467 loss_bbox_1: 0.1094 loss_giou_1: 0.3586 loss_class_2: 0.2421 loss_bbox_2: 0.1078 loss_giou_2: 0.3547 loss_class_3: 0.2374 loss_bbox_3: 0.1052 loss_giou_3: 0.3499 loss_class_4: 0.237 loss_bbox_4: 0.1052 loss_giou_4: 0.348 loss_class_enc: 0.2737 loss_bbox_enc: 0.1259 loss_giou_enc: 0.3892 loss_class_dn: 0.03719 loss_bbox_dn: 0.1251 loss_giou_dn: 0.3242 loss_class_dn_0: 0.0921 loss_bbox_dn_0: 0.206 loss_giou_dn_0: 0.4769 loss_class_dn_1: 0.05975 loss_bbox_dn_1: 0.1501 loss_giou_dn_1: 0.372 loss_class_dn_2: 0.04786 loss_bbox_dn_2: 0.1309 loss_giou_dn_2: 0.3378 loss_class_dn_3: 0.04212 loss_bbox_dn_3: 0.1265 loss_giou_dn_3: 0.3275 loss_class_dn_4: 0.03831 loss_bbox_dn_4: 0.1251 loss_giou_dn_4: 0.3243 time: 1.1171 data_time: 0.1027 lr: 0.0001 max_mem: 43695M [05/21 04:15:31 d2.utils.events]: eta: 1 day, 10:49:42 iter: 111749 total_loss: 8.535 loss_class: 0.2286 loss_bbox: 0.1004 loss_giou: 0.3617 loss_class_0: 0.2549 loss_bbox_0: 0.1127 loss_giou_0: 0.3857 loss_class_1: 0.241 loss_bbox_1: 0.1075 loss_giou_1: 0.3765 loss_class_2: 0.2357 loss_bbox_2: 0.1038 loss_giou_2: 0.3671 loss_class_3: 0.2321 loss_bbox_3: 0.1013 loss_giou_3: 0.363 loss_class_4: 0.2285 loss_bbox_4: 0.1001 loss_giou_4: 0.3626 loss_class_enc: 0.2708 loss_bbox_enc: 0.1235 loss_giou_enc: 0.4133 loss_class_dn: 0.03874 loss_bbox_dn: 0.1231 loss_giou_dn: 0.3364 loss_class_dn_0: 0.08878 loss_bbox_dn_0: 0.21 loss_giou_dn_0: 0.4859 loss_class_dn_1: 0.05853 loss_bbox_dn_1: 0.1457 loss_giou_dn_1: 0.3804 loss_class_dn_2: 0.04745 loss_bbox_dn_2: 0.1279 loss_giou_dn_2: 0.347 loss_class_dn_3: 0.04184 loss_bbox_dn_3: 0.1242 loss_giou_dn_3: 0.338 loss_class_dn_4: 0.03944 loss_bbox_dn_4: 0.1232 loss_giou_dn_4: 0.3361 time: 1.1171 data_time: 0.1003 lr: 0.0001 max_mem: 43695M [05/21 04:16:29 d2.utils.events]: eta: 1 day, 10:49:56 iter: 111799 total_loss: 8.454 loss_class: 0.234 loss_bbox: 0.1022 loss_giou: 0.3479 loss_class_0: 0.2574 loss_bbox_0: 0.1127 loss_giou_0: 0.3764 loss_class_1: 0.2475 loss_bbox_1: 0.106 loss_giou_1: 0.3626 loss_class_2: 0.2405 loss_bbox_2: 0.1037 loss_giou_2: 0.3536 loss_class_3: 0.2356 loss_bbox_3: 0.1024 loss_giou_3: 0.3504 loss_class_4: 0.2339 loss_bbox_4: 0.1024 loss_giou_4: 0.3483 loss_class_enc: 0.2747 loss_bbox_enc: 0.1246 loss_giou_enc: 0.3974 loss_class_dn: 0.04277 loss_bbox_dn: 0.1263 loss_giou_dn: 0.3311 loss_class_dn_0: 0.09456 loss_bbox_dn_0: 0.2069 loss_giou_dn_0: 0.4811 loss_class_dn_1: 0.06507 loss_bbox_dn_1: 0.1492 loss_giou_dn_1: 0.3753 loss_class_dn_2: 0.05291 loss_bbox_dn_2: 0.1314 loss_giou_dn_2: 0.3437 loss_class_dn_3: 0.04673 loss_bbox_dn_3: 0.1271 loss_giou_dn_3: 0.3343 loss_class_dn_4: 0.04349 loss_bbox_dn_4: 0.1263 loss_giou_dn_4: 0.3311 time: 1.1172 data_time: 0.1002 lr: 0.0001 max_mem: 43695M [05/21 04:17:25 d2.utils.events]: eta: 1 day, 10:48:39 iter: 111849 total_loss: 8.769 loss_class: 0.2428 loss_bbox: 0.1073 loss_giou: 0.3636 loss_class_0: 0.2711 loss_bbox_0: 0.1175 loss_giou_0: 0.3875 loss_class_1: 0.255 loss_bbox_1: 0.1127 loss_giou_1: 0.3748 loss_class_2: 0.2482 loss_bbox_2: 0.1072 loss_giou_2: 0.3683 loss_class_3: 0.2469 loss_bbox_3: 0.1081 loss_giou_3: 0.3655 loss_class_4: 0.2427 loss_bbox_4: 0.1077 loss_giou_4: 0.3637 loss_class_enc: 0.2812 loss_bbox_enc: 0.1279 loss_giou_enc: 0.4062 loss_class_dn: 0.04261 loss_bbox_dn: 0.133 loss_giou_dn: 0.346 loss_class_dn_0: 0.09548 loss_bbox_dn_0: 0.22 loss_giou_dn_0: 0.5029 loss_class_dn_1: 0.06359 loss_bbox_dn_1: 0.1574 loss_giou_dn_1: 0.3875 loss_class_dn_2: 0.05245 loss_bbox_dn_2: 0.1381 loss_giou_dn_2: 0.3564 loss_class_dn_3: 0.04669 loss_bbox_dn_3: 0.1343 loss_giou_dn_3: 0.3476 loss_class_dn_4: 0.04396 loss_bbox_dn_4: 0.1331 loss_giou_dn_4: 0.3461 time: 1.1172 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 04:18:21 d2.utils.events]: eta: 1 day, 10:45:22 iter: 111899 total_loss: 8.254 loss_class: 0.2307 loss_bbox: 0.1007 loss_giou: 0.341 loss_class_0: 0.259 loss_bbox_0: 0.113 loss_giou_0: 0.3677 loss_class_1: 0.2469 loss_bbox_1: 0.1068 loss_giou_1: 0.3524 loss_class_2: 0.2371 loss_bbox_2: 0.104 loss_giou_2: 0.3464 loss_class_3: 0.2344 loss_bbox_3: 0.1027 loss_giou_3: 0.3434 loss_class_4: 0.2309 loss_bbox_4: 0.1018 loss_giou_4: 0.3415 loss_class_enc: 0.2703 loss_bbox_enc: 0.1235 loss_giou_enc: 0.3906 loss_class_dn: 0.04128 loss_bbox_dn: 0.1256 loss_giou_dn: 0.3201 loss_class_dn_0: 0.09525 loss_bbox_dn_0: 0.2055 loss_giou_dn_0: 0.4706 loss_class_dn_1: 0.06456 loss_bbox_dn_1: 0.1499 loss_giou_dn_1: 0.3629 loss_class_dn_2: 0.05038 loss_bbox_dn_2: 0.1311 loss_giou_dn_2: 0.3311 loss_class_dn_3: 0.04616 loss_bbox_dn_3: 0.1265 loss_giou_dn_3: 0.322 loss_class_dn_4: 0.04234 loss_bbox_dn_4: 0.1256 loss_giou_dn_4: 0.3202 time: 1.1172 data_time: 0.1031 lr: 0.0001 max_mem: 43695M [05/21 04:19:18 d2.utils.events]: eta: 1 day, 10:44:23 iter: 111949 total_loss: 8.522 loss_class: 0.2345 loss_bbox: 0.1032 loss_giou: 0.3583 loss_class_0: 0.2609 loss_bbox_0: 0.1147 loss_giou_0: 0.3794 loss_class_1: 0.2494 loss_bbox_1: 0.1084 loss_giou_1: 0.3688 loss_class_2: 0.2408 loss_bbox_2: 0.1048 loss_giou_2: 0.3634 loss_class_3: 0.2392 loss_bbox_3: 0.1042 loss_giou_3: 0.3607 loss_class_4: 0.2369 loss_bbox_4: 0.1032 loss_giou_4: 0.3572 loss_class_enc: 0.2771 loss_bbox_enc: 0.1241 loss_giou_enc: 0.4024 loss_class_dn: 0.03856 loss_bbox_dn: 0.1275 loss_giou_dn: 0.3342 loss_class_dn_0: 0.08979 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.4838 loss_class_dn_1: 0.05881 loss_bbox_dn_1: 0.1523 loss_giou_dn_1: 0.3774 loss_class_dn_2: 0.0468 loss_bbox_dn_2: 0.133 loss_giou_dn_2: 0.3449 loss_class_dn_3: 0.04219 loss_bbox_dn_3: 0.1285 loss_giou_dn_3: 0.3366 loss_class_dn_4: 0.03924 loss_bbox_dn_4: 0.1275 loss_giou_dn_4: 0.334 time: 1.1172 data_time: 0.1028 lr: 0.0001 max_mem: 43695M [05/21 04:20:14 d2.utils.events]: eta: 1 day, 10:42:33 iter: 111999 total_loss: 8.551 loss_class: 0.2287 loss_bbox: 0.1035 loss_giou: 0.3588 loss_class_0: 0.2565 loss_bbox_0: 0.1149 loss_giou_0: 0.3808 loss_class_1: 0.2396 loss_bbox_1: 0.1123 loss_giou_1: 0.3729 loss_class_2: 0.2346 loss_bbox_2: 0.1077 loss_giou_2: 0.3676 loss_class_3: 0.2329 loss_bbox_3: 0.1057 loss_giou_3: 0.3613 loss_class_4: 0.2296 loss_bbox_4: 0.1041 loss_giou_4: 0.3592 loss_class_enc: 0.2702 loss_bbox_enc: 0.1247 loss_giou_enc: 0.4036 loss_class_dn: 0.04122 loss_bbox_dn: 0.1249 loss_giou_dn: 0.3389 loss_class_dn_0: 0.09123 loss_bbox_dn_0: 0.2093 loss_giou_dn_0: 0.4903 loss_class_dn_1: 0.06114 loss_bbox_dn_1: 0.1509 loss_giou_dn_1: 0.3805 loss_class_dn_2: 0.04942 loss_bbox_dn_2: 0.1321 loss_giou_dn_2: 0.3494 loss_class_dn_3: 0.04537 loss_bbox_dn_3: 0.1266 loss_giou_dn_3: 0.342 loss_class_dn_4: 0.04217 loss_bbox_dn_4: 0.1248 loss_giou_dn_4: 0.3386 time: 1.1172 data_time: 0.0993 lr: 0.0001 max_mem: 43695M [05/21 04:21:10 d2.utils.events]: eta: 1 day, 10:40:52 iter: 112049 total_loss: 8.431 loss_class: 0.2274 loss_bbox: 0.1041 loss_giou: 0.3588 loss_class_0: 0.2568 loss_bbox_0: 0.1141 loss_giou_0: 0.3803 loss_class_1: 0.2408 loss_bbox_1: 0.1097 loss_giou_1: 0.3697 loss_class_2: 0.2342 loss_bbox_2: 0.1057 loss_giou_2: 0.3629 loss_class_3: 0.2318 loss_bbox_3: 0.104 loss_giou_3: 0.3607 loss_class_4: 0.2301 loss_bbox_4: 0.1035 loss_giou_4: 0.3588 loss_class_enc: 0.2683 loss_bbox_enc: 0.1229 loss_giou_enc: 0.4007 loss_class_dn: 0.03983 loss_bbox_dn: 0.1244 loss_giou_dn: 0.3279 loss_class_dn_0: 0.08911 loss_bbox_dn_0: 0.2078 loss_giou_dn_0: 0.4816 loss_class_dn_1: 0.0606 loss_bbox_dn_1: 0.147 loss_giou_dn_1: 0.3708 loss_class_dn_2: 0.04963 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.3403 loss_class_dn_3: 0.04405 loss_bbox_dn_3: 0.1253 loss_giou_dn_3: 0.3309 loss_class_dn_4: 0.04118 loss_bbox_dn_4: 0.1245 loss_giou_dn_4: 0.3279 time: 1.1172 data_time: 0.1005 lr: 0.0001 max_mem: 43695M [05/21 04:22:06 d2.utils.events]: eta: 1 day, 10:40:37 iter: 112099 total_loss: 8.353 loss_class: 0.2311 loss_bbox: 0.1023 loss_giou: 0.3495 loss_class_0: 0.2598 loss_bbox_0: 0.1143 loss_giou_0: 0.3694 loss_class_1: 0.2474 loss_bbox_1: 0.1093 loss_giou_1: 0.3591 loss_class_2: 0.2395 loss_bbox_2: 0.1057 loss_giou_2: 0.3547 loss_class_3: 0.2363 loss_bbox_3: 0.1037 loss_giou_3: 0.3492 loss_class_4: 0.2335 loss_bbox_4: 0.1018 loss_giou_4: 0.3493 loss_class_enc: 0.2773 loss_bbox_enc: 0.1264 loss_giou_enc: 0.394 loss_class_dn: 0.04447 loss_bbox_dn: 0.1261 loss_giou_dn: 0.3233 loss_class_dn_0: 0.0983 loss_bbox_dn_0: 0.2061 loss_giou_dn_0: 0.4751 loss_class_dn_1: 0.06816 loss_bbox_dn_1: 0.1484 loss_giou_dn_1: 0.3666 loss_class_dn_2: 0.05504 loss_bbox_dn_2: 0.1321 loss_giou_dn_2: 0.3339 loss_class_dn_3: 0.04911 loss_bbox_dn_3: 0.1278 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.0464 loss_bbox_dn_4: 0.1261 loss_giou_dn_4: 0.3233 time: 1.1172 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/21 04:23:03 d2.utils.events]: eta: 1 day, 10:40:00 iter: 112149 total_loss: 8.53 loss_class: 0.2333 loss_bbox: 0.1027 loss_giou: 0.3588 loss_class_0: 0.2625 loss_bbox_0: 0.1143 loss_giou_0: 0.3802 loss_class_1: 0.2469 loss_bbox_1: 0.1087 loss_giou_1: 0.3692 loss_class_2: 0.2398 loss_bbox_2: 0.1053 loss_giou_2: 0.3645 loss_class_3: 0.2373 loss_bbox_3: 0.1034 loss_giou_3: 0.3613 loss_class_4: 0.234 loss_bbox_4: 0.1027 loss_giou_4: 0.3601 loss_class_enc: 0.2778 loss_bbox_enc: 0.1218 loss_giou_enc: 0.4027 loss_class_dn: 0.04358 loss_bbox_dn: 0.1282 loss_giou_dn: 0.336 loss_class_dn_0: 0.09509 loss_bbox_dn_0: 0.2106 loss_giou_dn_0: 0.4882 loss_class_dn_1: 0.06521 loss_bbox_dn_1: 0.1525 loss_giou_dn_1: 0.3799 loss_class_dn_2: 0.05328 loss_bbox_dn_2: 0.1334 loss_giou_dn_2: 0.3465 loss_class_dn_3: 0.04737 loss_bbox_dn_3: 0.129 loss_giou_dn_3: 0.338 loss_class_dn_4: 0.04453 loss_bbox_dn_4: 0.1283 loss_giou_dn_4: 0.3361 time: 1.1172 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 04:23:59 d2.utils.events]: eta: 1 day, 10:37:01 iter: 112199 total_loss: 8.517 loss_class: 0.2268 loss_bbox: 0.1042 loss_giou: 0.3609 loss_class_0: 0.2537 loss_bbox_0: 0.1144 loss_giou_0: 0.3854 loss_class_1: 0.2398 loss_bbox_1: 0.1093 loss_giou_1: 0.374 loss_class_2: 0.2334 loss_bbox_2: 0.1065 loss_giou_2: 0.3683 loss_class_3: 0.231 loss_bbox_3: 0.1053 loss_giou_3: 0.3629 loss_class_4: 0.2269 loss_bbox_4: 0.1044 loss_giou_4: 0.361 loss_class_enc: 0.2684 loss_bbox_enc: 0.1242 loss_giou_enc: 0.4061 loss_class_dn: 0.04063 loss_bbox_dn: 0.1248 loss_giou_dn: 0.3276 loss_class_dn_0: 0.09289 loss_bbox_dn_0: 0.2064 loss_giou_dn_0: 0.479 loss_class_dn_1: 0.06115 loss_bbox_dn_1: 0.1458 loss_giou_dn_1: 0.3724 loss_class_dn_2: 0.04928 loss_bbox_dn_2: 0.1289 loss_giou_dn_2: 0.3399 loss_class_dn_3: 0.04532 loss_bbox_dn_3: 0.1264 loss_giou_dn_3: 0.3304 loss_class_dn_4: 0.04159 loss_bbox_dn_4: 0.1248 loss_giou_dn_4: 0.3277 time: 1.1172 data_time: 0.0997 lr: 0.0001 max_mem: 43695M [05/21 04:24:57 d2.utils.events]: eta: 1 day, 10:35:14 iter: 112249 total_loss: 8.544 loss_class: 0.2359 loss_bbox: 0.1047 loss_giou: 0.3495 loss_class_0: 0.2628 loss_bbox_0: 0.1181 loss_giou_0: 0.372 loss_class_1: 0.2495 loss_bbox_1: 0.1128 loss_giou_1: 0.3592 loss_class_2: 0.2422 loss_bbox_2: 0.1078 loss_giou_2: 0.3542 loss_class_3: 0.2398 loss_bbox_3: 0.1066 loss_giou_3: 0.3501 loss_class_4: 0.2357 loss_bbox_4: 0.1044 loss_giou_4: 0.3506 loss_class_enc: 0.2763 loss_bbox_enc: 0.1314 loss_giou_enc: 0.3958 loss_class_dn: 0.04382 loss_bbox_dn: 0.1343 loss_giou_dn: 0.3342 loss_class_dn_0: 0.09796 loss_bbox_dn_0: 0.218 loss_giou_dn_0: 0.4886 loss_class_dn_1: 0.06603 loss_bbox_dn_1: 0.1562 loss_giou_dn_1: 0.3788 loss_class_dn_2: 0.05372 loss_bbox_dn_2: 0.138 loss_giou_dn_2: 0.3443 loss_class_dn_3: 0.04833 loss_bbox_dn_3: 0.1345 loss_giou_dn_3: 0.3367 loss_class_dn_4: 0.04424 loss_bbox_dn_4: 0.1341 loss_giou_dn_4: 0.3339 time: 1.1172 data_time: 0.1005 lr: 0.0001 max_mem: 43695M [05/21 04:25:54 d2.utils.events]: eta: 1 day, 10:34:33 iter: 112299 total_loss: 8.532 loss_class: 0.23 loss_bbox: 0.104 loss_giou: 0.3564 loss_class_0: 0.2569 loss_bbox_0: 0.1151 loss_giou_0: 0.3795 loss_class_1: 0.243 loss_bbox_1: 0.1111 loss_giou_1: 0.3703 loss_class_2: 0.2368 loss_bbox_2: 0.1062 loss_giou_2: 0.3626 loss_class_3: 0.2332 loss_bbox_3: 0.1048 loss_giou_3: 0.3585 loss_class_4: 0.2309 loss_bbox_4: 0.1036 loss_giou_4: 0.3568 loss_class_enc: 0.2723 loss_bbox_enc: 0.125 loss_giou_enc: 0.4001 loss_class_dn: 0.0393 loss_bbox_dn: 0.1293 loss_giou_dn: 0.3354 loss_class_dn_0: 0.09306 loss_bbox_dn_0: 0.217 loss_giou_dn_0: 0.4938 loss_class_dn_1: 0.06063 loss_bbox_dn_1: 0.1551 loss_giou_dn_1: 0.3806 loss_class_dn_2: 0.04805 loss_bbox_dn_2: 0.1362 loss_giou_dn_2: 0.3487 loss_class_dn_3: 0.04329 loss_bbox_dn_3: 0.1307 loss_giou_dn_3: 0.338 loss_class_dn_4: 0.04038 loss_bbox_dn_4: 0.1293 loss_giou_dn_4: 0.3355 time: 1.1172 data_time: 0.0955 lr: 0.0001 max_mem: 43695M [05/21 04:26:49 d2.utils.events]: eta: 1 day, 10:30:35 iter: 112349 total_loss: 8.414 loss_class: 0.2325 loss_bbox: 0.09965 loss_giou: 0.3628 loss_class_0: 0.2581 loss_bbox_0: 0.1093 loss_giou_0: 0.3776 loss_class_1: 0.2443 loss_bbox_1: 0.1041 loss_giou_1: 0.3746 loss_class_2: 0.2386 loss_bbox_2: 0.102 loss_giou_2: 0.3661 loss_class_3: 0.236 loss_bbox_3: 0.09984 loss_giou_3: 0.3632 loss_class_4: 0.2332 loss_bbox_4: 0.0994 loss_giou_4: 0.3626 loss_class_enc: 0.2703 loss_bbox_enc: 0.121 loss_giou_enc: 0.4022 loss_class_dn: 0.04049 loss_bbox_dn: 0.1237 loss_giou_dn: 0.3352 loss_class_dn_0: 0.09572 loss_bbox_dn_0: 0.2043 loss_giou_dn_0: 0.4868 loss_class_dn_1: 0.0638 loss_bbox_dn_1: 0.145 loss_giou_dn_1: 0.3748 loss_class_dn_2: 0.05016 loss_bbox_dn_2: 0.1294 loss_giou_dn_2: 0.3446 loss_class_dn_3: 0.04559 loss_bbox_dn_3: 0.1254 loss_giou_dn_3: 0.337 loss_class_dn_4: 0.04182 loss_bbox_dn_4: 0.1237 loss_giou_dn_4: 0.3351 time: 1.1172 data_time: 0.0980 lr: 0.0001 max_mem: 43695M [05/21 04:27:46 d2.utils.events]: eta: 1 day, 10:30:11 iter: 112399 total_loss: 8.442 loss_class: 0.2305 loss_bbox: 0.1037 loss_giou: 0.3519 loss_class_0: 0.2584 loss_bbox_0: 0.1149 loss_giou_0: 0.3718 loss_class_1: 0.2437 loss_bbox_1: 0.1097 loss_giou_1: 0.3661 loss_class_2: 0.2395 loss_bbox_2: 0.1055 loss_giou_2: 0.3578 loss_class_3: 0.2369 loss_bbox_3: 0.1038 loss_giou_3: 0.3519 loss_class_4: 0.2311 loss_bbox_4: 0.1043 loss_giou_4: 0.3519 loss_class_enc: 0.2735 loss_bbox_enc: 0.1247 loss_giou_enc: 0.3988 loss_class_dn: 0.04227 loss_bbox_dn: 0.1276 loss_giou_dn: 0.3299 loss_class_dn_0: 0.09787 loss_bbox_dn_0: 0.2092 loss_giou_dn_0: 0.4834 loss_class_dn_1: 0.06532 loss_bbox_dn_1: 0.1509 loss_giou_dn_1: 0.3731 loss_class_dn_2: 0.05146 loss_bbox_dn_2: 0.1339 loss_giou_dn_2: 0.3418 loss_class_dn_3: 0.04689 loss_bbox_dn_3: 0.129 loss_giou_dn_3: 0.3313 loss_class_dn_4: 0.04437 loss_bbox_dn_4: 0.1276 loss_giou_dn_4: 0.3296 time: 1.1172 data_time: 0.0946 lr: 0.0001 max_mem: 43695M [05/21 04:28:42 d2.utils.events]: eta: 1 day, 10:28:58 iter: 112449 total_loss: 8.415 loss_class: 0.2269 loss_bbox: 0.09854 loss_giou: 0.3548 loss_class_0: 0.2537 loss_bbox_0: 0.1097 loss_giou_0: 0.376 loss_class_1: 0.2413 loss_bbox_1: 0.1018 loss_giou_1: 0.3632 loss_class_2: 0.2325 loss_bbox_2: 0.1008 loss_giou_2: 0.3571 loss_class_3: 0.2291 loss_bbox_3: 0.0997 loss_giou_3: 0.3536 loss_class_4: 0.2276 loss_bbox_4: 0.09899 loss_giou_4: 0.3544 loss_class_enc: 0.2682 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3972 loss_class_dn: 0.04052 loss_bbox_dn: 0.1267 loss_giou_dn: 0.3291 loss_class_dn_0: 0.08938 loss_bbox_dn_0: 0.2056 loss_giou_dn_0: 0.4791 loss_class_dn_1: 0.06061 loss_bbox_dn_1: 0.1492 loss_giou_dn_1: 0.3706 loss_class_dn_2: 0.05055 loss_bbox_dn_2: 0.1318 loss_giou_dn_2: 0.3402 loss_class_dn_3: 0.04564 loss_bbox_dn_3: 0.1283 loss_giou_dn_3: 0.3307 loss_class_dn_4: 0.04177 loss_bbox_dn_4: 0.1268 loss_giou_dn_4: 0.329 time: 1.1172 data_time: 0.1084 lr: 0.0001 max_mem: 43695M [05/21 04:29:39 d2.utils.events]: eta: 1 day, 10:29:06 iter: 112499 total_loss: 8.472 loss_class: 0.2326 loss_bbox: 0.1032 loss_giou: 0.3538 loss_class_0: 0.2566 loss_bbox_0: 0.1134 loss_giou_0: 0.3759 loss_class_1: 0.2452 loss_bbox_1: 0.1071 loss_giou_1: 0.3645 loss_class_2: 0.2394 loss_bbox_2: 0.1038 loss_giou_2: 0.3584 loss_class_3: 0.237 loss_bbox_3: 0.1029 loss_giou_3: 0.3545 loss_class_4: 0.234 loss_bbox_4: 0.1027 loss_giou_4: 0.3538 loss_class_enc: 0.2724 loss_bbox_enc: 0.1243 loss_giou_enc: 0.4005 loss_class_dn: 0.04251 loss_bbox_dn: 0.1284 loss_giou_dn: 0.3274 loss_class_dn_0: 0.0959 loss_bbox_dn_0: 0.2113 loss_giou_dn_0: 0.4781 loss_class_dn_1: 0.0668 loss_bbox_dn_1: 0.1535 loss_giou_dn_1: 0.37 loss_class_dn_2: 0.05405 loss_bbox_dn_2: 0.1344 loss_giou_dn_2: 0.337 loss_class_dn_3: 0.04715 loss_bbox_dn_3: 0.1299 loss_giou_dn_3: 0.3294 loss_class_dn_4: 0.04372 loss_bbox_dn_4: 0.1284 loss_giou_dn_4: 0.3274 time: 1.1172 data_time: 0.0941 lr: 0.0001 max_mem: 43695M [05/21 04:30:35 d2.utils.events]: eta: 1 day, 10:27:07 iter: 112549 total_loss: 8.393 loss_class: 0.2307 loss_bbox: 0.1019 loss_giou: 0.3533 loss_class_0: 0.2559 loss_bbox_0: 0.1125 loss_giou_0: 0.3768 loss_class_1: 0.2442 loss_bbox_1: 0.1063 loss_giou_1: 0.3637 loss_class_2: 0.2378 loss_bbox_2: 0.1048 loss_giou_2: 0.3585 loss_class_3: 0.2354 loss_bbox_3: 0.1027 loss_giou_3: 0.3556 loss_class_4: 0.2318 loss_bbox_4: 0.1009 loss_giou_4: 0.3538 loss_class_enc: 0.2719 loss_bbox_enc: 0.1223 loss_giou_enc: 0.4009 loss_class_dn: 0.042 loss_bbox_dn: 0.1275 loss_giou_dn: 0.3257 loss_class_dn_0: 0.09651 loss_bbox_dn_0: 0.2089 loss_giou_dn_0: 0.4738 loss_class_dn_1: 0.06664 loss_bbox_dn_1: 0.152 loss_giou_dn_1: 0.3704 loss_class_dn_2: 0.05204 loss_bbox_dn_2: 0.1324 loss_giou_dn_2: 0.3377 loss_class_dn_3: 0.04675 loss_bbox_dn_3: 0.1287 loss_giou_dn_3: 0.3277 loss_class_dn_4: 0.04359 loss_bbox_dn_4: 0.1275 loss_giou_dn_4: 0.3256 time: 1.1172 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 04:31:31 d2.utils.events]: eta: 1 day, 10:26:51 iter: 112599 total_loss: 8.376 loss_class: 0.2265 loss_bbox: 0.1009 loss_giou: 0.3505 loss_class_0: 0.2577 loss_bbox_0: 0.1133 loss_giou_0: 0.3707 loss_class_1: 0.2417 loss_bbox_1: 0.1057 loss_giou_1: 0.3567 loss_class_2: 0.2336 loss_bbox_2: 0.1035 loss_giou_2: 0.3534 loss_class_3: 0.231 loss_bbox_3: 0.1025 loss_giou_3: 0.3532 loss_class_4: 0.2271 loss_bbox_4: 0.1008 loss_giou_4: 0.3518 loss_class_enc: 0.27 loss_bbox_enc: 0.1255 loss_giou_enc: 0.3944 loss_class_dn: 0.04038 loss_bbox_dn: 0.1264 loss_giou_dn: 0.3299 loss_class_dn_0: 0.09546 loss_bbox_dn_0: 0.2061 loss_giou_dn_0: 0.4746 loss_class_dn_1: 0.06296 loss_bbox_dn_1: 0.1485 loss_giou_dn_1: 0.3728 loss_class_dn_2: 0.05177 loss_bbox_dn_2: 0.1311 loss_giou_dn_2: 0.3421 loss_class_dn_3: 0.04621 loss_bbox_dn_3: 0.1276 loss_giou_dn_3: 0.3324 loss_class_dn_4: 0.04174 loss_bbox_dn_4: 0.1265 loss_giou_dn_4: 0.3299 time: 1.1172 data_time: 0.1015 lr: 0.0001 max_mem: 43695M [05/21 04:32:27 d2.utils.events]: eta: 1 day, 10:29:21 iter: 112649 total_loss: 8.268 loss_class: 0.2251 loss_bbox: 0.1009 loss_giou: 0.3508 loss_class_0: 0.2518 loss_bbox_0: 0.1108 loss_giou_0: 0.3748 loss_class_1: 0.2416 loss_bbox_1: 0.1061 loss_giou_1: 0.3631 loss_class_2: 0.2321 loss_bbox_2: 0.1042 loss_giou_2: 0.3574 loss_class_3: 0.2292 loss_bbox_3: 0.1021 loss_giou_3: 0.355 loss_class_4: 0.2264 loss_bbox_4: 0.1014 loss_giou_4: 0.3515 loss_class_enc: 0.2685 loss_bbox_enc: 0.1233 loss_giou_enc: 0.399 loss_class_dn: 0.03791 loss_bbox_dn: 0.126 loss_giou_dn: 0.3304 loss_class_dn_0: 0.08993 loss_bbox_dn_0: 0.2105 loss_giou_dn_0: 0.4837 loss_class_dn_1: 0.05901 loss_bbox_dn_1: 0.1475 loss_giou_dn_1: 0.376 loss_class_dn_2: 0.04654 loss_bbox_dn_2: 0.1307 loss_giou_dn_2: 0.3428 loss_class_dn_3: 0.04169 loss_bbox_dn_3: 0.1272 loss_giou_dn_3: 0.3328 loss_class_dn_4: 0.03885 loss_bbox_dn_4: 0.126 loss_giou_dn_4: 0.3303 time: 1.1172 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/21 04:33:24 d2.utils.events]: eta: 1 day, 10:27:57 iter: 112699 total_loss: 8.334 loss_class: 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loss_bbox: 0.1029 loss_giou: 0.3619 loss_class_0: 0.2612 loss_bbox_0: 0.1141 loss_giou_0: 0.3842 loss_class_1: 0.2492 loss_bbox_1: 0.107 loss_giou_1: 0.3733 loss_class_2: 0.2414 loss_bbox_2: 0.1046 loss_giou_2: 0.3652 loss_class_3: 0.2385 loss_bbox_3: 0.1042 loss_giou_3: 0.3631 loss_class_4: 0.2335 loss_bbox_4: 0.103 loss_giou_4: 0.3619 loss_class_enc: 0.2778 loss_bbox_enc: 0.1234 loss_giou_enc: 0.4092 loss_class_dn: 0.04077 loss_bbox_dn: 0.1259 loss_giou_dn: 0.3412 loss_class_dn_0: 0.09212 loss_bbox_dn_0: 0.2076 loss_giou_dn_0: 0.4954 loss_class_dn_1: 0.06405 loss_bbox_dn_1: 0.1451 loss_giou_dn_1: 0.3828 loss_class_dn_2: 0.05015 loss_bbox_dn_2: 0.13 loss_giou_dn_2: 0.3515 loss_class_dn_3: 0.0456 loss_bbox_dn_3: 0.1265 loss_giou_dn_3: 0.3437 loss_class_dn_4: 0.04214 loss_bbox_dn_4: 0.1259 loss_giou_dn_4: 0.3411 time: 1.1172 data_time: 0.0966 lr: 0.0001 max_mem: 43695M [05/21 04:35:17 d2.utils.events]: eta: 1 day, 10:22:50 iter: 112799 total_loss: 8.57 loss_class: 0.2293 loss_bbox: 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loss_giou: 0.3578 loss_class_0: 0.2518 loss_bbox_0: 0.1101 loss_giou_0: 0.3796 loss_class_1: 0.2397 loss_bbox_1: 0.1039 loss_giou_1: 0.3673 loss_class_2: 0.2333 loss_bbox_2: 0.1018 loss_giou_2: 0.3631 loss_class_3: 0.2294 loss_bbox_3: 0.1007 loss_giou_3: 0.3587 loss_class_4: 0.2264 loss_bbox_4: 0.101 loss_giou_4: 0.358 loss_class_enc: 0.2659 loss_bbox_enc: 0.1201 loss_giou_enc: 0.4055 loss_class_dn: 0.03601 loss_bbox_dn: 0.1262 loss_giou_dn: 0.3289 loss_class_dn_0: 0.08757 loss_bbox_dn_0: 0.201 loss_giou_dn_0: 0.4783 loss_class_dn_1: 0.0576 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3698 loss_class_dn_2: 0.04419 loss_bbox_dn_2: 0.1301 loss_giou_dn_2: 0.341 loss_class_dn_3: 0.03936 loss_bbox_dn_3: 0.1269 loss_giou_dn_3: 0.3313 loss_class_dn_4: 0.03665 loss_bbox_dn_4: 0.1262 loss_giou_dn_4: 0.3288 time: 1.1172 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 04:37:09 d2.utils.events]: eta: 1 day, 10:20:09 iter: 112899 total_loss: 8.618 loss_class: 0.2301 loss_bbox: 0.1039 loss_giou: 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loss_class_0: 0.2625 loss_bbox_0: 0.1143 loss_giou_0: 0.3906 loss_class_1: 0.2457 loss_bbox_1: 0.1084 loss_giou_1: 0.3811 loss_class_2: 0.2379 loss_bbox_2: 0.1062 loss_giou_2: 0.3765 loss_class_3: 0.2365 loss_bbox_3: 0.104 loss_giou_3: 0.373 loss_class_4: 0.2323 loss_bbox_4: 0.1037 loss_giou_4: 0.3712 loss_class_enc: 0.2764 loss_bbox_enc: 0.1248 loss_giou_enc: 0.4083 loss_class_dn: 0.04005 loss_bbox_dn: 0.1254 loss_giou_dn: 0.3349 loss_class_dn_0: 0.09236 loss_bbox_dn_0: 0.211 loss_giou_dn_0: 0.4858 loss_class_dn_1: 0.06211 loss_bbox_dn_1: 0.1514 loss_giou_dn_1: 0.3759 loss_class_dn_2: 0.05039 loss_bbox_dn_2: 0.1319 loss_giou_dn_2: 0.3453 loss_class_dn_3: 0.04497 loss_bbox_dn_3: 0.1263 loss_giou_dn_3: 0.3365 loss_class_dn_4: 0.04194 loss_bbox_dn_4: 0.1255 loss_giou_dn_4: 0.3349 time: 1.1172 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 04:39:03 d2.utils.events]: eta: 1 day, 10:18:19 iter: 112999 total_loss: 8.34 loss_class: 0.2312 loss_bbox: 0.1028 loss_giou: 0.3614 loss_class_0: 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loss_bbox_0: 0.1115 loss_giou_0: 0.3743 loss_class_1: 0.2385 loss_bbox_1: 0.1077 loss_giou_1: 0.3622 loss_class_2: 0.2347 loss_bbox_2: 0.1037 loss_giou_2: 0.3574 loss_class_3: 0.2313 loss_bbox_3: 0.102 loss_giou_3: 0.3535 loss_class_4: 0.2279 loss_bbox_4: 0.1006 loss_giou_4: 0.3516 loss_class_enc: 0.2723 loss_bbox_enc: 0.1229 loss_giou_enc: 0.3943 loss_class_dn: 0.03901 loss_bbox_dn: 0.1257 loss_giou_dn: 0.3269 loss_class_dn_0: 0.09057 loss_bbox_dn_0: 0.2133 loss_giou_dn_0: 0.4697 loss_class_dn_1: 0.06143 loss_bbox_dn_1: 0.1485 loss_giou_dn_1: 0.361 loss_class_dn_2: 0.04866 loss_bbox_dn_2: 0.1305 loss_giou_dn_2: 0.3366 loss_class_dn_3: 0.0435 loss_bbox_dn_3: 0.1263 loss_giou_dn_3: 0.3291 loss_class_dn_4: 0.04018 loss_bbox_dn_4: 0.1258 loss_giou_dn_4: 0.3269 time: 1.1173 data_time: 0.1003 lr: 0.0001 max_mem: 43695M [05/21 04:41:56 d2.utils.events]: eta: 1 day, 10:17:18 iter: 113149 total_loss: 8.378 loss_class: 0.2264 loss_bbox: 0.09998 loss_giou: 0.3535 loss_class_0: 0.2597 loss_bbox_0: 0.1116 loss_giou_0: 0.3723 loss_class_1: 0.2413 loss_bbox_1: 0.1046 loss_giou_1: 0.364 loss_class_2: 0.2348 loss_bbox_2: 0.1029 loss_giou_2: 0.3574 loss_class_3: 0.2304 loss_bbox_3: 0.1011 loss_giou_3: 0.3553 loss_class_4: 0.2264 loss_bbox_4: 0.1008 loss_giou_4: 0.3539 loss_class_enc: 0.2745 loss_bbox_enc: 0.1233 loss_giou_enc: 0.3979 loss_class_dn: 0.04158 loss_bbox_dn: 0.122 loss_giou_dn: 0.3317 loss_class_dn_0: 0.09589 loss_bbox_dn_0: 0.206 loss_giou_dn_0: 0.482 loss_class_dn_1: 0.06243 loss_bbox_dn_1: 0.1469 loss_giou_dn_1: 0.3759 loss_class_dn_2: 0.0494 loss_bbox_dn_2: 0.1288 loss_giou_dn_2: 0.3424 loss_class_dn_3: 0.04682 loss_bbox_dn_3: 0.1239 loss_giou_dn_3: 0.3334 loss_class_dn_4: 0.04292 loss_bbox_dn_4: 0.1221 loss_giou_dn_4: 0.3314 time: 1.1173 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/21 04:42:52 d2.utils.events]: eta: 1 day, 10:16:22 iter: 113199 total_loss: 8.454 loss_class: 0.2245 loss_bbox: 0.103 loss_giou: 0.3547 loss_class_0: 0.2538 loss_bbox_0: 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loss_giou_0: 0.3756 loss_class_1: 0.2447 loss_bbox_1: 0.1109 loss_giou_1: 0.3684 loss_class_2: 0.2357 loss_bbox_2: 0.1084 loss_giou_2: 0.365 loss_class_3: 0.2353 loss_bbox_3: 0.107 loss_giou_3: 0.3599 loss_class_4: 0.2318 loss_bbox_4: 0.1071 loss_giou_4: 0.3584 loss_class_enc: 0.2787 loss_bbox_enc: 0.1262 loss_giou_enc: 0.4025 loss_class_dn: 0.0395 loss_bbox_dn: 0.1263 loss_giou_dn: 0.3292 loss_class_dn_0: 0.09431 loss_bbox_dn_0: 0.2108 loss_giou_dn_0: 0.4838 loss_class_dn_1: 0.06434 loss_bbox_dn_1: 0.149 loss_giou_dn_1: 0.371 loss_class_dn_2: 0.05033 loss_bbox_dn_2: 0.1314 loss_giou_dn_2: 0.3402 loss_class_dn_3: 0.04517 loss_bbox_dn_3: 0.1274 loss_giou_dn_3: 0.3309 loss_class_dn_4: 0.0409 loss_bbox_dn_4: 0.1264 loss_giou_dn_4: 0.3291 time: 1.1173 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 04:44:45 d2.utils.events]: eta: 1 day, 10:13:04 iter: 113299 total_loss: 8.484 loss_class: 0.2331 loss_bbox: 0.1011 loss_giou: 0.3591 loss_class_0: 0.2581 loss_bbox_0: 0.1132 loss_giou_0: 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loss_class_1: 0.241 loss_bbox_1: 0.1062 loss_giou_1: 0.3671 loss_class_2: 0.2342 loss_bbox_2: 0.1027 loss_giou_2: 0.3604 loss_class_3: 0.2321 loss_bbox_3: 0.1008 loss_giou_3: 0.3553 loss_class_4: 0.2275 loss_bbox_4: 0.1012 loss_giou_4: 0.3544 loss_class_enc: 0.269 loss_bbox_enc: 0.1211 loss_giou_enc: 0.3979 loss_class_dn: 0.04131 loss_bbox_dn: 0.1202 loss_giou_dn: 0.3269 loss_class_dn_0: 0.09201 loss_bbox_dn_0: 0.2021 loss_giou_dn_0: 0.4784 loss_class_dn_1: 0.06179 loss_bbox_dn_1: 0.1424 loss_giou_dn_1: 0.3699 loss_class_dn_2: 0.05085 loss_bbox_dn_2: 0.1256 loss_giou_dn_2: 0.3387 loss_class_dn_3: 0.04631 loss_bbox_dn_3: 0.1214 loss_giou_dn_3: 0.329 loss_class_dn_4: 0.04244 loss_bbox_dn_4: 0.1202 loss_giou_dn_4: 0.3268 time: 1.1173 data_time: 0.1056 lr: 0.0001 max_mem: 43695M [05/21 04:46:38 d2.utils.events]: eta: 1 day, 10:14:45 iter: 113399 total_loss: 8.412 loss_class: 0.2275 loss_bbox: 0.105 loss_giou: 0.3495 loss_class_0: 0.2533 loss_bbox_0: 0.118 loss_giou_0: 0.3714 loss_class_1: 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loss_bbox_1: 0.1055 loss_giou_1: 0.3713 loss_class_2: 0.2339 loss_bbox_2: 0.1033 loss_giou_2: 0.3658 loss_class_3: 0.2306 loss_bbox_3: 0.1011 loss_giou_3: 0.3597 loss_class_4: 0.2271 loss_bbox_4: 0.1005 loss_giou_4: 0.3598 loss_class_enc: 0.2712 loss_bbox_enc: 0.1215 loss_giou_enc: 0.3985 loss_class_dn: 0.03779 loss_bbox_dn: 0.1225 loss_giou_dn: 0.3314 loss_class_dn_0: 0.09247 loss_bbox_dn_0: 0.2033 loss_giou_dn_0: 0.4813 loss_class_dn_1: 0.06027 loss_bbox_dn_1: 0.1447 loss_giou_dn_1: 0.3729 loss_class_dn_2: 0.04659 loss_bbox_dn_2: 0.1272 loss_giou_dn_2: 0.3427 loss_class_dn_3: 0.04197 loss_bbox_dn_3: 0.1238 loss_giou_dn_3: 0.3336 loss_class_dn_4: 0.03896 loss_bbox_dn_4: 0.1225 loss_giou_dn_4: 0.3316 time: 1.1173 data_time: 0.1031 lr: 0.0001 max_mem: 43695M [05/21 04:48:32 d2.utils.events]: eta: 1 day, 10:11:53 iter: 113499 total_loss: 8.24 loss_class: 0.2264 loss_bbox: 0.1003 loss_giou: 0.351 loss_class_0: 0.2554 loss_bbox_0: 0.1109 loss_giou_0: 0.3751 loss_class_1: 0.2422 loss_bbox_1: 0.1066 loss_giou_1: 0.3638 loss_class_2: 0.2347 loss_bbox_2: 0.1026 loss_giou_2: 0.3569 loss_class_3: 0.2327 loss_bbox_3: 0.1006 loss_giou_3: 0.3527 loss_class_4: 0.2287 loss_bbox_4: 0.1007 loss_giou_4: 0.3518 loss_class_enc: 0.2686 loss_bbox_enc: 0.123 loss_giou_enc: 0.3959 loss_class_dn: 0.03995 loss_bbox_dn: 0.1205 loss_giou_dn: 0.3203 loss_class_dn_0: 0.09077 loss_bbox_dn_0: 0.2049 loss_giou_dn_0: 0.4774 loss_class_dn_1: 0.05946 loss_bbox_dn_1: 0.1423 loss_giou_dn_1: 0.3693 loss_class_dn_2: 0.0472 loss_bbox_dn_2: 0.1248 loss_giou_dn_2: 0.3349 loss_class_dn_3: 0.04315 loss_bbox_dn_3: 0.1215 loss_giou_dn_3: 0.324 loss_class_dn_4: 0.04093 loss_bbox_dn_4: 0.1205 loss_giou_dn_4: 0.3204 time: 1.1173 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/21 04:49:28 d2.utils.events]: eta: 1 day, 10:09:56 iter: 113549 total_loss: 8.285 loss_class: 0.2214 loss_bbox: 0.1053 loss_giou: 0.3486 loss_class_0: 0.2481 loss_bbox_0: 0.1165 loss_giou_0: 0.3654 loss_class_1: 0.2333 loss_bbox_1: 0.1122 loss_giou_1: 0.3594 loss_class_2: 0.2281 loss_bbox_2: 0.1087 loss_giou_2: 0.3531 loss_class_3: 0.2257 loss_bbox_3: 0.1063 loss_giou_3: 0.3492 loss_class_4: 0.2229 loss_bbox_4: 0.1063 loss_giou_4: 0.3488 loss_class_enc: 0.2643 loss_bbox_enc: 0.1268 loss_giou_enc: 0.3884 loss_class_dn: 0.04083 loss_bbox_dn: 0.13 loss_giou_dn: 0.3247 loss_class_dn_0: 0.09153 loss_bbox_dn_0: 0.2105 loss_giou_dn_0: 0.4741 loss_class_dn_1: 0.06266 loss_bbox_dn_1: 0.1544 loss_giou_dn_1: 0.3666 loss_class_dn_2: 0.05063 loss_bbox_dn_2: 0.1354 loss_giou_dn_2: 0.3349 loss_class_dn_3: 0.04547 loss_bbox_dn_3: 0.1308 loss_giou_dn_3: 0.3262 loss_class_dn_4: 0.0416 loss_bbox_dn_4: 0.1301 loss_giou_dn_4: 0.3246 time: 1.1173 data_time: 0.1032 lr: 0.0001 max_mem: 43695M [05/21 04:50:24 d2.utils.events]: eta: 1 day, 10:08:32 iter: 113599 total_loss: 8.492 loss_class: 0.2288 loss_bbox: 0.1036 loss_giou: 0.367 loss_class_0: 0.2526 loss_bbox_0: 0.1154 loss_giou_0: 0.388 loss_class_1: 0.241 loss_bbox_1: 0.1101 loss_giou_1: 0.3765 loss_class_2: 0.2347 loss_bbox_2: 0.1059 loss_giou_2: 0.3754 loss_class_3: 0.2322 loss_bbox_3: 0.104 loss_giou_3: 0.3685 loss_class_4: 0.2298 loss_bbox_4: 0.1032 loss_giou_4: 0.3669 loss_class_enc: 0.2674 loss_bbox_enc: 0.1261 loss_giou_enc: 0.4096 loss_class_dn: 0.04072 loss_bbox_dn: 0.1253 loss_giou_dn: 0.3328 loss_class_dn_0: 0.09407 loss_bbox_dn_0: 0.2075 loss_giou_dn_0: 0.4872 loss_class_dn_1: 0.06289 loss_bbox_dn_1: 0.1465 loss_giou_dn_1: 0.3744 loss_class_dn_2: 0.05013 loss_bbox_dn_2: 0.1306 loss_giou_dn_2: 0.3433 loss_class_dn_3: 0.04446 loss_bbox_dn_3: 0.127 loss_giou_dn_3: 0.335 loss_class_dn_4: 0.04133 loss_bbox_dn_4: 0.1253 loss_giou_dn_4: 0.3327 time: 1.1173 data_time: 0.0975 lr: 0.0001 max_mem: 43695M [05/21 04:51:21 d2.utils.events]: eta: 1 day, 10:07:37 iter: 113649 total_loss: 8.263 loss_class: 0.2234 loss_bbox: 0.09703 loss_giou: 0.3557 loss_class_0: 0.2476 loss_bbox_0: 0.1077 loss_giou_0: 0.3778 loss_class_1: 0.2347 loss_bbox_1: 0.103 loss_giou_1: 0.3695 loss_class_2: 0.2287 loss_bbox_2: 0.09886 loss_giou_2: 0.3604 loss_class_3: 0.2271 loss_bbox_3: 0.09773 loss_giou_3: 0.3575 loss_class_4: 0.2238 loss_bbox_4: 0.09694 loss_giou_4: 0.3562 loss_class_enc: 0.2628 loss_bbox_enc: 0.12 loss_giou_enc: 0.3995 loss_class_dn: 0.03723 loss_bbox_dn: 0.1208 loss_giou_dn: 0.326 loss_class_dn_0: 0.08849 loss_bbox_dn_0: 0.2017 loss_giou_dn_0: 0.4764 loss_class_dn_1: 0.05708 loss_bbox_dn_1: 0.1429 loss_giou_dn_1: 0.3698 loss_class_dn_2: 0.04543 loss_bbox_dn_2: 0.1257 loss_giou_dn_2: 0.3369 loss_class_dn_3: 0.04165 loss_bbox_dn_3: 0.1217 loss_giou_dn_3: 0.3288 loss_class_dn_4: 0.03835 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3259 time: 1.1173 data_time: 0.1090 lr: 0.0001 max_mem: 43695M [05/21 04:52:17 d2.utils.events]: eta: 1 day, 10:05:41 iter: 113699 total_loss: 8.473 loss_class: 0.2308 loss_bbox: 0.1009 loss_giou: 0.3594 loss_class_0: 0.2586 loss_bbox_0: 0.1133 loss_giou_0: 0.3836 loss_class_1: 0.247 loss_bbox_1: 0.106 loss_giou_1: 0.3696 loss_class_2: 0.2383 loss_bbox_2: 0.1033 loss_giou_2: 0.3642 loss_class_3: 0.2365 loss_bbox_3: 0.1024 loss_giou_3: 0.3614 loss_class_4: 0.2328 loss_bbox_4: 0.1009 loss_giou_4: 0.36 loss_class_enc: 0.2729 loss_bbox_enc: 0.1265 loss_giou_enc: 0.4074 loss_class_dn: 0.03883 loss_bbox_dn: 0.1252 loss_giou_dn: 0.3334 loss_class_dn_0: 0.09126 loss_bbox_dn_0: 0.208 loss_giou_dn_0: 0.4874 loss_class_dn_1: 0.05899 loss_bbox_dn_1: 0.1491 loss_giou_dn_1: 0.3773 loss_class_dn_2: 0.04724 loss_bbox_dn_2: 0.1315 loss_giou_dn_2: 0.3436 loss_class_dn_3: 0.04255 loss_bbox_dn_3: 0.1269 loss_giou_dn_3: 0.3353 loss_class_dn_4: 0.0396 loss_bbox_dn_4: 0.1252 loss_giou_dn_4: 0.3334 time: 1.1173 data_time: 0.1043 lr: 0.0001 max_mem: 43695M [05/21 04:53:13 d2.utils.events]: eta: 1 day, 10:04:43 iter: 113749 total_loss: 8.295 loss_class: 0.2282 loss_bbox: 0.1023 loss_giou: 0.3583 loss_class_0: 0.2545 loss_bbox_0: 0.1142 loss_giou_0: 0.3768 loss_class_1: 0.2398 loss_bbox_1: 0.108 loss_giou_1: 0.3657 loss_class_2: 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0.102 loss_giou_2: 0.357 loss_class_3: 0.2259 loss_bbox_3: 0.1011 loss_giou_3: 0.3536 loss_class_4: 0.2226 loss_bbox_4: 0.1013 loss_giou_4: 0.3528 loss_class_enc: 0.267 loss_bbox_enc: 0.1205 loss_giou_enc: 0.3992 loss_class_dn: 0.03739 loss_bbox_dn: 0.1253 loss_giou_dn: 0.3247 loss_class_dn_0: 0.0908 loss_bbox_dn_0: 0.2062 loss_giou_dn_0: 0.4755 loss_class_dn_1: 0.06146 loss_bbox_dn_1: 0.1466 loss_giou_dn_1: 0.3675 loss_class_dn_2: 0.04858 loss_bbox_dn_2: 0.1307 loss_giou_dn_2: 0.3346 loss_class_dn_3: 0.04234 loss_bbox_dn_3: 0.1267 loss_giou_dn_3: 0.3272 loss_class_dn_4: 0.03832 loss_bbox_dn_4: 0.1253 loss_giou_dn_4: 0.3245 time: 1.1173 data_time: 0.1017 lr: 0.0001 max_mem: 43695M [05/21 04:56:02 d2.utils.events]: eta: 1 day, 10:02:23 iter: 113899 total_loss: 8.292 loss_class: 0.2238 loss_bbox: 0.09809 loss_giou: 0.3521 loss_class_0: 0.2544 loss_bbox_0: 0.1098 loss_giou_0: 0.3723 loss_class_1: 0.2397 loss_bbox_1: 0.1034 loss_giou_1: 0.3604 loss_class_2: 0.2318 loss_bbox_2: 0.1009 loss_giou_2: 0.3559 loss_class_3: 0.2283 loss_bbox_3: 0.09917 loss_giou_3: 0.3531 loss_class_4: 0.2257 loss_bbox_4: 0.09795 loss_giou_4: 0.3509 loss_class_enc: 0.2687 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3967 loss_class_dn: 0.04078 loss_bbox_dn: 0.1212 loss_giou_dn: 0.322 loss_class_dn_0: 0.09324 loss_bbox_dn_0: 0.2054 loss_giou_dn_0: 0.4741 loss_class_dn_1: 0.06246 loss_bbox_dn_1: 0.1463 loss_giou_dn_1: 0.3657 loss_class_dn_2: 0.05078 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.3323 loss_class_dn_3: 0.04487 loss_bbox_dn_3: 0.1219 loss_giou_dn_3: 0.3244 loss_class_dn_4: 0.04167 loss_bbox_dn_4: 0.1213 loss_giou_dn_4: 0.322 time: 1.1173 data_time: 0.0967 lr: 0.0001 max_mem: 43695M [05/21 04:56:59 d2.utils.events]: eta: 1 day, 10:02:16 iter: 113949 total_loss: 8.369 loss_class: 0.2312 loss_bbox: 0.1 loss_giou: 0.3508 loss_class_0: 0.2572 loss_bbox_0: 0.1096 loss_giou_0: 0.3672 loss_class_1: 0.2452 loss_bbox_1: 0.105 loss_giou_1: 0.361 loss_class_2: 0.2375 loss_bbox_2: 0.103 loss_giou_2: 0.3558 loss_class_3: 0.2353 loss_bbox_3: 0.1009 loss_giou_3: 0.3526 loss_class_4: 0.2327 loss_bbox_4: 0.09986 loss_giou_4: 0.3501 loss_class_enc: 0.2702 loss_bbox_enc: 0.1249 loss_giou_enc: 0.3937 loss_class_dn: 0.04428 loss_bbox_dn: 0.1284 loss_giou_dn: 0.3261 loss_class_dn_0: 0.09526 loss_bbox_dn_0: 0.2127 loss_giou_dn_0: 0.479 loss_class_dn_1: 0.06512 loss_bbox_dn_1: 0.1497 loss_giou_dn_1: 0.3693 loss_class_dn_2: 0.05312 loss_bbox_dn_2: 0.1342 loss_giou_dn_2: 0.3389 loss_class_dn_3: 0.04734 loss_bbox_dn_3: 0.1305 loss_giou_dn_3: 0.329 loss_class_dn_4: 0.04501 loss_bbox_dn_4: 0.1285 loss_giou_dn_4: 0.3261 time: 1.1173 data_time: 0.0964 lr: 0.0001 max_mem: 43695M [05/21 04:57:56 d2.utils.events]: eta: 1 day, 10:01:39 iter: 113999 total_loss: 8.468 loss_class: 0.2292 loss_bbox: 0.1014 loss_giou: 0.367 loss_class_0: 0.257 loss_bbox_0: 0.1094 loss_giou_0: 0.3816 loss_class_1: 0.2451 loss_bbox_1: 0.1048 loss_giou_1: 0.377 loss_class_2: 0.2357 loss_bbox_2: 0.1033 loss_giou_2: 0.3727 loss_class_3: 0.2361 loss_bbox_3: 0.1014 loss_giou_3: 0.3692 loss_class_4: 0.2332 loss_bbox_4: 0.1019 loss_giou_4: 0.3675 loss_class_enc: 0.2715 loss_bbox_enc: 0.1183 loss_giou_enc: 0.4053 loss_class_dn: 0.03886 loss_bbox_dn: 0.1253 loss_giou_dn: 0.3354 loss_class_dn_0: 0.09169 loss_bbox_dn_0: 0.2043 loss_giou_dn_0: 0.4845 loss_class_dn_1: 0.06095 loss_bbox_dn_1: 0.1479 loss_giou_dn_1: 0.3784 loss_class_dn_2: 0.04916 loss_bbox_dn_2: 0.1297 loss_giou_dn_2: 0.347 loss_class_dn_3: 0.04351 loss_bbox_dn_3: 0.1259 loss_giou_dn_3: 0.3377 loss_class_dn_4: 0.0399 loss_bbox_dn_4: 0.1253 loss_giou_dn_4: 0.3354 time: 1.1173 data_time: 0.0962 lr: 0.0001 max_mem: 43695M [05/21 04:58:52 d2.utils.events]: eta: 1 day, 9:59:54 iter: 114049 total_loss: 8.647 loss_class: 0.2325 loss_bbox: 0.1039 loss_giou: 0.3724 loss_class_0: 0.2597 loss_bbox_0: 0.1163 loss_giou_0: 0.3949 loss_class_1: 0.247 loss_bbox_1: 0.11 loss_giou_1: 0.3856 loss_class_2: 0.2389 loss_bbox_2: 0.1067 loss_giou_2: 0.3775 loss_class_3: 0.2374 loss_bbox_3: 0.1038 loss_giou_3: 0.3732 loss_class_4: 0.2342 loss_bbox_4: 0.1041 loss_giou_4: 0.3725 loss_class_enc: 0.2759 loss_bbox_enc: 0.1257 loss_giou_enc: 0.4139 loss_class_dn: 0.03826 loss_bbox_dn: 0.1262 loss_giou_dn: 0.3386 loss_class_dn_0: 0.09329 loss_bbox_dn_0: 0.2074 loss_giou_dn_0: 0.4964 loss_class_dn_1: 0.06215 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3849 loss_class_dn_2: 0.04903 loss_bbox_dn_2: 0.1322 loss_giou_dn_2: 0.3501 loss_class_dn_3: 0.04408 loss_bbox_dn_3: 0.1282 loss_giou_dn_3: 0.3408 loss_class_dn_4: 0.03902 loss_bbox_dn_4: 0.1262 loss_giou_dn_4: 0.3385 time: 1.1173 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/21 04:59:49 d2.utils.events]: eta: 1 day, 9:58:26 iter: 114099 total_loss: 8.305 loss_class: 0.2332 loss_bbox: 0.1016 loss_giou: 0.3456 loss_class_0: 0.2579 loss_bbox_0: 0.1136 loss_giou_0: 0.3692 loss_class_1: 0.2465 loss_bbox_1: 0.1079 loss_giou_1: 0.356 loss_class_2: 0.2385 loss_bbox_2: 0.1049 loss_giou_2: 0.3503 loss_class_3: 0.2374 loss_bbox_3: 0.103 loss_giou_3: 0.3489 loss_class_4: 0.2343 loss_bbox_4: 0.1017 loss_giou_4: 0.3466 loss_class_enc: 0.2732 loss_bbox_enc: 0.1241 loss_giou_enc: 0.3947 loss_class_dn: 0.03766 loss_bbox_dn: 0.1227 loss_giou_dn: 0.3252 loss_class_dn_0: 0.09162 loss_bbox_dn_0: 0.2079 loss_giou_dn_0: 0.4819 loss_class_dn_1: 0.06128 loss_bbox_dn_1: 0.1455 loss_giou_dn_1: 0.3705 loss_class_dn_2: 0.04814 loss_bbox_dn_2: 0.1277 loss_giou_dn_2: 0.3362 loss_class_dn_3: 0.04244 loss_bbox_dn_3: 0.1239 loss_giou_dn_3: 0.3281 loss_class_dn_4: 0.03862 loss_bbox_dn_4: 0.1227 loss_giou_dn_4: 0.3252 time: 1.1173 data_time: 0.1003 lr: 0.0001 max_mem: 43695M [05/21 05:00:45 d2.utils.events]: eta: 1 day, 9:58:25 iter: 114149 total_loss: 8.543 loss_class: 0.2317 loss_bbox: 0.1033 loss_giou: 0.3585 loss_class_0: 0.2601 loss_bbox_0: 0.1125 loss_giou_0: 0.3792 loss_class_1: 0.2476 loss_bbox_1: 0.1082 loss_giou_1: 0.3697 loss_class_2: 0.2387 loss_bbox_2: 0.1057 loss_giou_2: 0.3647 loss_class_3: 0.2366 loss_bbox_3: 0.1044 loss_giou_3: 0.3597 loss_class_4: 0.2322 loss_bbox_4: 0.1042 loss_giou_4: 0.3592 loss_class_enc: 0.274 loss_bbox_enc: 0.1222 loss_giou_enc: 0.402 loss_class_dn: 0.04055 loss_bbox_dn: 0.1249 loss_giou_dn: 0.3311 loss_class_dn_0: 0.09222 loss_bbox_dn_0: 0.2026 loss_giou_dn_0: 0.4825 loss_class_dn_1: 0.06058 loss_bbox_dn_1: 0.1458 loss_giou_dn_1: 0.3724 loss_class_dn_2: 0.04946 loss_bbox_dn_2: 0.1301 loss_giou_dn_2: 0.3397 loss_class_dn_3: 0.04373 loss_bbox_dn_3: 0.1264 loss_giou_dn_3: 0.3334 loss_class_dn_4: 0.04146 loss_bbox_dn_4: 0.1249 loss_giou_dn_4: 0.3312 time: 1.1173 data_time: 0.1081 lr: 0.0001 max_mem: 43695M [05/21 05:01:42 d2.utils.events]: eta: 1 day, 9:58:07 iter: 114199 total_loss: 8.503 loss_class: 0.2298 loss_bbox: 0.1011 loss_giou: 0.3602 loss_class_0: 0.2569 loss_bbox_0: 0.114 loss_giou_0: 0.3844 loss_class_1: 0.2465 loss_bbox_1: 0.107 loss_giou_1: 0.3711 loss_class_2: 0.2351 loss_bbox_2: 0.1035 loss_giou_2: 0.364 loss_class_3: 0.2335 loss_bbox_3: 0.1024 loss_giou_3: 0.3616 loss_class_4: 0.2301 loss_bbox_4: 0.1019 loss_giou_4: 0.3619 loss_class_enc: 0.2717 loss_bbox_enc: 0.125 loss_giou_enc: 0.4029 loss_class_dn: 0.0405 loss_bbox_dn: 0.1303 loss_giou_dn: 0.3401 loss_class_dn_0: 0.09486 loss_bbox_dn_0: 0.213 loss_giou_dn_0: 0.4835 loss_class_dn_1: 0.06364 loss_bbox_dn_1: 0.1568 loss_giou_dn_1: 0.3868 loss_class_dn_2: 0.05037 loss_bbox_dn_2: 0.1364 loss_giou_dn_2: 0.353 loss_class_dn_3: 0.04499 loss_bbox_dn_3: 0.1317 loss_giou_dn_3: 0.3425 loss_class_dn_4: 0.04185 loss_bbox_dn_4: 0.1303 loss_giou_dn_4: 0.34 time: 1.1173 data_time: 0.0941 lr: 0.0001 max_mem: 43695M [05/21 05:02:38 d2.utils.events]: eta: 1 day, 9:57:08 iter: 114249 total_loss: 8.438 loss_class: 0.2263 loss_bbox: 0.1018 loss_giou: 0.3552 loss_class_0: 0.2544 loss_bbox_0: 0.1127 loss_giou_0: 0.3786 loss_class_1: 0.2406 loss_bbox_1: 0.1066 loss_giou_1: 0.3667 loss_class_2: 0.2339 loss_bbox_2: 0.1042 loss_giou_2: 0.3616 loss_class_3: 0.2296 loss_bbox_3: 0.1026 loss_giou_3: 0.3571 loss_class_4: 0.2271 loss_bbox_4: 0.1008 loss_giou_4: 0.3553 loss_class_enc: 0.2689 loss_bbox_enc: 0.1262 loss_giou_enc: 0.4027 loss_class_dn: 0.03793 loss_bbox_dn: 0.1302 loss_giou_dn: 0.3325 loss_class_dn_0: 0.09087 loss_bbox_dn_0: 0.2238 loss_giou_dn_0: 0.4889 loss_class_dn_1: 0.0608 loss_bbox_dn_1: 0.1544 loss_giou_dn_1: 0.3745 loss_class_dn_2: 0.04713 loss_bbox_dn_2: 0.1354 loss_giou_dn_2: 0.3432 loss_class_dn_3: 0.04244 loss_bbox_dn_3: 0.131 loss_giou_dn_3: 0.3341 loss_class_dn_4: 0.03938 loss_bbox_dn_4: 0.1301 loss_giou_dn_4: 0.3324 time: 1.1173 data_time: 0.1078 lr: 0.0001 max_mem: 43695M [05/21 05:03:34 d2.utils.events]: eta: 1 day, 9:55:35 iter: 114299 total_loss: 8.41 loss_class: 0.2247 loss_bbox: 0.0994 loss_giou: 0.3616 loss_class_0: 0.2561 loss_bbox_0: 0.1102 loss_giou_0: 0.3813 loss_class_1: 0.2392 loss_bbox_1: 0.1053 loss_giou_1: 0.3694 loss_class_2: 0.2341 loss_bbox_2: 0.1022 loss_giou_2: 0.3655 loss_class_3: 0.2308 loss_bbox_3: 0.09988 loss_giou_3: 0.3642 loss_class_4: 0.2254 loss_bbox_4: 0.09941 loss_giou_4: 0.3621 loss_class_enc: 0.2683 loss_bbox_enc: 0.1206 loss_giou_enc: 0.4044 loss_class_dn: 0.03753 loss_bbox_dn: 0.1221 loss_giou_dn: 0.3327 loss_class_dn_0: 0.08958 loss_bbox_dn_0: 0.1989 loss_giou_dn_0: 0.4871 loss_class_dn_1: 0.06076 loss_bbox_dn_1: 0.1417 loss_giou_dn_1: 0.3781 loss_class_dn_2: 0.0471 loss_bbox_dn_2: 0.1254 loss_giou_dn_2: 0.3431 loss_class_dn_3: 0.04212 loss_bbox_dn_3: 0.1226 loss_giou_dn_3: 0.335 loss_class_dn_4: 0.03904 loss_bbox_dn_4: 0.1221 loss_giou_dn_4: 0.3328 time: 1.1173 data_time: 0.0992 lr: 0.0001 max_mem: 43695M [05/21 05:04:30 d2.utils.events]: eta: 1 day, 9:53:38 iter: 114349 total_loss: 8.433 loss_class: 0.2316 loss_bbox: 0.104 loss_giou: 0.3465 loss_class_0: 0.2656 loss_bbox_0: 0.1141 loss_giou_0: 0.3656 loss_class_1: 0.2479 loss_bbox_1: 0.1095 loss_giou_1: 0.3574 loss_class_2: 0.2392 loss_bbox_2: 0.1056 loss_giou_2: 0.3522 loss_class_3: 0.2376 loss_bbox_3: 0.1043 loss_giou_3: 0.3494 loss_class_4: 0.2335 loss_bbox_4: 0.1039 loss_giou_4: 0.3472 loss_class_enc: 0.2793 loss_bbox_enc: 0.1267 loss_giou_enc: 0.392 loss_class_dn: 0.03763 loss_bbox_dn: 0.1304 loss_giou_dn: 0.3258 loss_class_dn_0: 0.09504 loss_bbox_dn_0: 0.2118 loss_giou_dn_0: 0.4833 loss_class_dn_1: 0.06258 loss_bbox_dn_1: 0.1532 loss_giou_dn_1: 0.3713 loss_class_dn_2: 0.04936 loss_bbox_dn_2: 0.1351 loss_giou_dn_2: 0.3394 loss_class_dn_3: 0.0431 loss_bbox_dn_3: 0.1317 loss_giou_dn_3: 0.3282 loss_class_dn_4: 0.03876 loss_bbox_dn_4: 0.1303 loss_giou_dn_4: 0.3257 time: 1.1173 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 05:05:27 d2.utils.events]: eta: 1 day, 9:53:12 iter: 114399 total_loss: 8.394 loss_class: 0.2287 loss_bbox: 0.1029 loss_giou: 0.3546 loss_class_0: 0.2552 loss_bbox_0: 0.1146 loss_giou_0: 0.3767 loss_class_1: 0.2427 loss_bbox_1: 0.1079 loss_giou_1: 0.3645 loss_class_2: 0.2346 loss_bbox_2: 0.1065 loss_giou_2: 0.3595 loss_class_3: 0.2317 loss_bbox_3: 0.1043 loss_giou_3: 0.3572 loss_class_4: 0.2298 loss_bbox_4: 0.1025 loss_giou_4: 0.3552 loss_class_enc: 0.2712 loss_bbox_enc: 0.128 loss_giou_enc: 0.4002 loss_class_dn: 0.03949 loss_bbox_dn: 0.1245 loss_giou_dn: 0.3291 loss_class_dn_0: 0.09402 loss_bbox_dn_0: 0.2085 loss_giou_dn_0: 0.482 loss_class_dn_1: 0.06296 loss_bbox_dn_1: 0.1475 loss_giou_dn_1: 0.3707 loss_class_dn_2: 0.05051 loss_bbox_dn_2: 0.1305 loss_giou_dn_2: 0.3392 loss_class_dn_3: 0.04409 loss_bbox_dn_3: 0.1256 loss_giou_dn_3: 0.3308 loss_class_dn_4: 0.04019 loss_bbox_dn_4: 0.1244 loss_giou_dn_4: 0.329 time: 1.1173 data_time: 0.1032 lr: 0.0001 max_mem: 43695M [05/21 05:06:23 d2.utils.events]: eta: 1 day, 9:51:48 iter: 114449 total_loss: 8.604 loss_class: 0.2332 loss_bbox: 0.1046 loss_giou: 0.3655 loss_class_0: 0.2608 loss_bbox_0: 0.1152 loss_giou_0: 0.3866 loss_class_1: 0.2483 loss_bbox_1: 0.1088 loss_giou_1: 0.3731 loss_class_2: 0.2408 loss_bbox_2: 0.1073 loss_giou_2: 0.3707 loss_class_3: 0.2374 loss_bbox_3: 0.1042 loss_giou_3: 0.3687 loss_class_4: 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loss_class_enc: 0.2685 loss_bbox_enc: 0.1259 loss_giou_enc: 0.3855 loss_class_dn: 0.04069 loss_bbox_dn: 0.1228 loss_giou_dn: 0.3156 loss_class_dn_0: 0.09498 loss_bbox_dn_0: 0.2097 loss_giou_dn_0: 0.4668 loss_class_dn_1: 0.06405 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3573 loss_class_dn_2: 0.05141 loss_bbox_dn_2: 0.1285 loss_giou_dn_2: 0.3261 loss_class_dn_3: 0.04552 loss_bbox_dn_3: 0.1245 loss_giou_dn_3: 0.3172 loss_class_dn_4: 0.04188 loss_bbox_dn_4: 0.1228 loss_giou_dn_4: 0.3154 time: 1.1174 data_time: 0.0980 lr: 0.0001 max_mem: 43695M [05/21 05:13:57 d2.utils.events]: eta: 1 day, 9:51:15 iter: 114849 total_loss: 8.533 loss_class: 0.2318 loss_bbox: 0.1014 loss_giou: 0.3638 loss_class_0: 0.2598 loss_bbox_0: 0.112 loss_giou_0: 0.3842 loss_class_1: 0.2475 loss_bbox_1: 0.1062 loss_giou_1: 0.3738 loss_class_2: 0.2372 loss_bbox_2: 0.1034 loss_giou_2: 0.3695 loss_class_3: 0.2354 loss_bbox_3: 0.1026 loss_giou_3: 0.3668 loss_class_4: 0.2324 loss_bbox_4: 0.1013 loss_giou_4: 0.3657 loss_class_enc: 0.2757 loss_bbox_enc: 0.1234 loss_giou_enc: 0.4045 loss_class_dn: 0.041 loss_bbox_dn: 0.1244 loss_giou_dn: 0.3411 loss_class_dn_0: 0.09468 loss_bbox_dn_0: 0.2029 loss_giou_dn_0: 0.4853 loss_class_dn_1: 0.06422 loss_bbox_dn_1: 0.1465 loss_giou_dn_1: 0.3837 loss_class_dn_2: 0.05028 loss_bbox_dn_2: 0.1304 loss_giou_dn_2: 0.353 loss_class_dn_3: 0.04467 loss_bbox_dn_3: 0.1261 loss_giou_dn_3: 0.3433 loss_class_dn_4: 0.04196 loss_bbox_dn_4: 0.1242 loss_giou_dn_4: 0.3411 time: 1.1174 data_time: 0.1080 lr: 0.0001 max_mem: 43695M [05/21 05:14:54 d2.utils.events]: eta: 1 day, 9:50:44 iter: 114899 total_loss: 8.535 loss_class: 0.2329 loss_bbox: 0.09849 loss_giou: 0.3757 loss_class_0: 0.2587 loss_bbox_0: 0.11 loss_giou_0: 0.3929 loss_class_1: 0.2461 loss_bbox_1: 0.1049 loss_giou_1: 0.384 loss_class_2: 0.2382 loss_bbox_2: 0.1007 loss_giou_2: 0.3772 loss_class_3: 0.2353 loss_bbox_3: 0.09916 loss_giou_3: 0.3765 loss_class_4: 0.2341 loss_bbox_4: 0.09852 loss_giou_4: 0.376 loss_class_enc: 0.2746 loss_bbox_enc: 0.1182 loss_giou_enc: 0.4163 loss_class_dn: 0.04112 loss_bbox_dn: 0.1212 loss_giou_dn: 0.3439 loss_class_dn_0: 0.09346 loss_bbox_dn_0: 0.1995 loss_giou_dn_0: 0.4896 loss_class_dn_1: 0.0645 loss_bbox_dn_1: 0.1436 loss_giou_dn_1: 0.3837 loss_class_dn_2: 0.05207 loss_bbox_dn_2: 0.126 loss_giou_dn_2: 0.3539 loss_class_dn_3: 0.04575 loss_bbox_dn_3: 0.1223 loss_giou_dn_3: 0.3458 loss_class_dn_4: 0.04193 loss_bbox_dn_4: 0.1211 loss_giou_dn_4: 0.3438 time: 1.1174 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 05:15:51 d2.utils.events]: eta: 1 day, 9:50:38 iter: 114949 total_loss: 8.54 loss_class: 0.2325 loss_bbox: 0.1042 loss_giou: 0.3536 loss_class_0: 0.2656 loss_bbox_0: 0.1155 loss_giou_0: 0.378 loss_class_1: 0.2516 loss_bbox_1: 0.109 loss_giou_1: 0.365 loss_class_2: 0.2431 loss_bbox_2: 0.1044 loss_giou_2: 0.3585 loss_class_3: 0.2396 loss_bbox_3: 0.1044 loss_giou_3: 0.3543 loss_class_4: 0.2341 loss_bbox_4: 0.1044 loss_giou_4: 0.3544 loss_class_enc: 0.2796 loss_bbox_enc: 0.1279 loss_giou_enc: 0.4 loss_class_dn: 0.04248 loss_bbox_dn: 0.1308 loss_giou_dn: 0.3314 loss_class_dn_0: 0.09415 loss_bbox_dn_0: 0.2138 loss_giou_dn_0: 0.4863 loss_class_dn_1: 0.06431 loss_bbox_dn_1: 0.1538 loss_giou_dn_1: 0.3761 loss_class_dn_2: 0.05215 loss_bbox_dn_2: 0.1365 loss_giou_dn_2: 0.3441 loss_class_dn_3: 0.04677 loss_bbox_dn_3: 0.1325 loss_giou_dn_3: 0.3343 loss_class_dn_4: 0.04366 loss_bbox_dn_4: 0.1308 loss_giou_dn_4: 0.3315 time: 1.1174 data_time: 0.1047 lr: 0.0001 max_mem: 43695M [05/21 05:16:47 d2.utils.events]: eta: 1 day, 9:48:53 iter: 114999 total_loss: 8.481 loss_class: 0.2327 loss_bbox: 0.1044 loss_giou: 0.3591 loss_class_0: 0.2601 loss_bbox_0: 0.1149 loss_giou_0: 0.375 loss_class_1: 0.2453 loss_bbox_1: 0.1107 loss_giou_1: 0.3693 loss_class_2: 0.2385 loss_bbox_2: 0.1065 loss_giou_2: 0.3632 loss_class_3: 0.235 loss_bbox_3: 0.105 loss_giou_3: 0.3588 loss_class_4: 0.2333 loss_bbox_4: 0.1045 loss_giou_4: 0.3592 loss_class_enc: 0.2772 loss_bbox_enc: 0.1253 loss_giou_enc: 0.4034 loss_class_dn: 0.03949 loss_bbox_dn: 0.1319 loss_giou_dn: 0.3327 loss_class_dn_0: 0.0906 loss_bbox_dn_0: 0.2162 loss_giou_dn_0: 0.4846 loss_class_dn_1: 0.06061 loss_bbox_dn_1: 0.1542 loss_giou_dn_1: 0.3764 loss_class_dn_2: 0.04933 loss_bbox_dn_2: 0.1373 loss_giou_dn_2: 0.3447 loss_class_dn_3: 0.04511 loss_bbox_dn_3: 0.1329 loss_giou_dn_3: 0.335 loss_class_dn_4: 0.0411 loss_bbox_dn_4: 0.1318 loss_giou_dn_4: 0.3324 time: 1.1174 data_time: 0.1064 lr: 0.0001 max_mem: 43695M [05/21 05:17:44 d2.utils.events]: eta: 1 day, 9:47:39 iter: 115049 total_loss: 8.214 loss_class: 0.2205 loss_bbox: 0.1037 loss_giou: 0.3502 loss_class_0: 0.251 loss_bbox_0: 0.1154 loss_giou_0: 0.3703 loss_class_1: 0.2364 loss_bbox_1: 0.1089 loss_giou_1: 0.3599 loss_class_2: 0.2293 loss_bbox_2: 0.1053 loss_giou_2: 0.3542 loss_class_3: 0.2257 loss_bbox_3: 0.104 loss_giou_3: 0.3519 loss_class_4: 0.2217 loss_bbox_4: 0.1039 loss_giou_4: 0.3517 loss_class_enc: 0.2641 loss_bbox_enc: 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0.1241 loss_giou_dn_4: 0.3308 time: 1.1176 data_time: 0.1038 lr: 0.0001 max_mem: 43695M [05/21 06:20:51 d2.utils.events]: eta: 1 day, 8:51:58 iter: 118399 total_loss: 8.315 loss_class: 0.2295 loss_bbox: 0.09981 loss_giou: 0.3563 loss_class_0: 0.2563 loss_bbox_0: 0.1115 loss_giou_0: 0.3759 loss_class_1: 0.2405 loss_bbox_1: 0.1058 loss_giou_1: 0.3676 loss_class_2: 0.2361 loss_bbox_2: 0.1008 loss_giou_2: 0.3593 loss_class_3: 0.2345 loss_bbox_3: 0.101 loss_giou_3: 0.358 loss_class_4: 0.2314 loss_bbox_4: 0.09973 loss_giou_4: 0.3563 loss_class_enc: 0.2676 loss_bbox_enc: 0.1218 loss_giou_enc: 0.4048 loss_class_dn: 0.03731 loss_bbox_dn: 0.1193 loss_giou_dn: 0.3323 loss_class_dn_0: 0.09053 loss_bbox_dn_0: 0.1985 loss_giou_dn_0: 0.479 loss_class_dn_1: 0.05936 loss_bbox_dn_1: 0.1407 loss_giou_dn_1: 0.3728 loss_class_dn_2: 0.04758 loss_bbox_dn_2: 0.1256 loss_giou_dn_2: 0.3418 loss_class_dn_3: 0.04152 loss_bbox_dn_3: 0.1207 loss_giou_dn_3: 0.3334 loss_class_dn_4: 0.03816 loss_bbox_dn_4: 0.1193 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0.3328 time: 1.1176 data_time: 0.0961 lr: 0.0001 max_mem: 43695M [05/21 06:23:41 d2.utils.events]: eta: 1 day, 8:48:24 iter: 118549 total_loss: 8.384 loss_class: 0.2306 loss_bbox: 0.1063 loss_giou: 0.355 loss_class_0: 0.2586 loss_bbox_0: 0.1158 loss_giou_0: 0.3774 loss_class_1: 0.2468 loss_bbox_1: 0.1103 loss_giou_1: 0.3653 loss_class_2: 0.2388 loss_bbox_2: 0.1081 loss_giou_2: 0.3581 loss_class_3: 0.2356 loss_bbox_3: 0.1062 loss_giou_3: 0.3555 loss_class_4: 0.2318 loss_bbox_4: 0.1058 loss_giou_4: 0.3546 loss_class_enc: 0.2721 loss_bbox_enc: 0.1293 loss_giou_enc: 0.4002 loss_class_dn: 0.03905 loss_bbox_dn: 0.1316 loss_giou_dn: 0.3271 loss_class_dn_0: 0.09355 loss_bbox_dn_0: 0.2096 loss_giou_dn_0: 0.4791 loss_class_dn_1: 0.06218 loss_bbox_dn_1: 0.1523 loss_giou_dn_1: 0.3699 loss_class_dn_2: 0.04923 loss_bbox_dn_2: 0.1362 loss_giou_dn_2: 0.3395 loss_class_dn_3: 0.04429 loss_bbox_dn_3: 0.1324 loss_giou_dn_3: 0.3285 loss_class_dn_4: 0.04047 loss_bbox_dn_4: 0.1316 loss_giou_dn_4: 0.327 time: 1.1176 data_time: 0.1005 lr: 0.0001 max_mem: 43695M [05/21 06:24:37 d2.utils.events]: eta: 1 day, 8:48:24 iter: 118599 total_loss: 8.322 loss_class: 0.2235 loss_bbox: 0.09967 loss_giou: 0.3509 loss_class_0: 0.2502 loss_bbox_0: 0.1107 loss_giou_0: 0.3742 loss_class_1: 0.238 loss_bbox_1: 0.1046 loss_giou_1: 0.364 loss_class_2: 0.2291 loss_bbox_2: 0.1025 loss_giou_2: 0.3589 loss_class_3: 0.2257 loss_bbox_3: 0.1006 loss_giou_3: 0.3536 loss_class_4: 0.2246 loss_bbox_4: 0.1 loss_giou_4: 0.352 loss_class_enc: 0.2672 loss_bbox_enc: 0.1204 loss_giou_enc: 0.3945 loss_class_dn: 0.03557 loss_bbox_dn: 0.1214 loss_giou_dn: 0.3313 loss_class_dn_0: 0.08878 loss_bbox_dn_0: 0.205 loss_giou_dn_0: 0.4822 loss_class_dn_1: 0.0583 loss_bbox_dn_1: 0.1451 loss_giou_dn_1: 0.3719 loss_class_dn_2: 0.0455 loss_bbox_dn_2: 0.1264 loss_giou_dn_2: 0.3413 loss_class_dn_3: 0.04049 loss_bbox_dn_3: 0.1218 loss_giou_dn_3: 0.3331 loss_class_dn_4: 0.03641 loss_bbox_dn_4: 0.1215 loss_giou_dn_4: 0.3311 time: 1.1176 data_time: 0.1008 lr: 0.0001 max_mem: 43695M [05/21 06:25:35 d2.utils.events]: eta: 1 day, 8:47:29 iter: 118649 total_loss: 8.35 loss_class: 0.2295 loss_bbox: 0.09956 loss_giou: 0.3532 loss_class_0: 0.255 loss_bbox_0: 0.1101 loss_giou_0: 0.376 loss_class_1: 0.2417 loss_bbox_1: 0.1038 loss_giou_1: 0.3649 loss_class_2: 0.2361 loss_bbox_2: 0.0996 loss_giou_2: 0.3596 loss_class_3: 0.2337 loss_bbox_3: 0.09963 loss_giou_3: 0.3569 loss_class_4: 0.2302 loss_bbox_4: 0.09928 loss_giou_4: 0.3551 loss_class_enc: 0.2705 loss_bbox_enc: 0.1204 loss_giou_enc: 0.3972 loss_class_dn: 0.0395 loss_bbox_dn: 0.1242 loss_giou_dn: 0.3277 loss_class_dn_0: 0.09167 loss_bbox_dn_0: 0.2049 loss_giou_dn_0: 0.4765 loss_class_dn_1: 0.06166 loss_bbox_dn_1: 0.1479 loss_giou_dn_1: 0.3667 loss_class_dn_2: 0.04999 loss_bbox_dn_2: 0.129 loss_giou_dn_2: 0.3369 loss_class_dn_3: 0.04472 loss_bbox_dn_3: 0.1252 loss_giou_dn_3: 0.3294 loss_class_dn_4: 0.0404 loss_bbox_dn_4: 0.1242 loss_giou_dn_4: 0.3277 time: 1.1177 data_time: 0.1080 lr: 0.0001 max_mem: 43695M [05/21 06:26:31 d2.utils.events]: eta: 1 day, 8:46:33 iter: 118699 total_loss: 8.362 loss_class: 0.2199 loss_bbox: 0.1024 loss_giou: 0.3518 loss_class_0: 0.2498 loss_bbox_0: 0.1141 loss_giou_0: 0.3742 loss_class_1: 0.2358 loss_bbox_1: 0.1071 loss_giou_1: 0.3594 loss_class_2: 0.2305 loss_bbox_2: 0.1049 loss_giou_2: 0.355 loss_class_3: 0.2262 loss_bbox_3: 0.1034 loss_giou_3: 0.3514 loss_class_4: 0.2224 loss_bbox_4: 0.1024 loss_giou_4: 0.3516 loss_class_enc: 0.2649 loss_bbox_enc: 0.1261 loss_giou_enc: 0.3906 loss_class_dn: 0.0397 loss_bbox_dn: 0.1333 loss_giou_dn: 0.3276 loss_class_dn_0: 0.09233 loss_bbox_dn_0: 0.2228 loss_giou_dn_0: 0.4752 loss_class_dn_1: 0.06215 loss_bbox_dn_1: 0.1597 loss_giou_dn_1: 0.3699 loss_class_dn_2: 0.04967 loss_bbox_dn_2: 0.1402 loss_giou_dn_2: 0.3383 loss_class_dn_3: 0.04369 loss_bbox_dn_3: 0.1346 loss_giou_dn_3: 0.3299 loss_class_dn_4: 0.04084 loss_bbox_dn_4: 0.1333 loss_giou_dn_4: 0.3276 time: 1.1177 data_time: 0.1047 lr: 0.0001 max_mem: 43695M [05/21 06:27:28 d2.utils.events]: eta: 1 day, 8:45:19 iter: 118749 total_loss: 8.482 loss_class: 0.2272 loss_bbox: 0.1018 loss_giou: 0.3533 loss_class_0: 0.2559 loss_bbox_0: 0.1146 loss_giou_0: 0.3727 loss_class_1: 0.2427 loss_bbox_1: 0.1087 loss_giou_1: 0.3636 loss_class_2: 0.2368 loss_bbox_2: 0.1045 loss_giou_2: 0.3579 loss_class_3: 0.2337 loss_bbox_3: 0.1025 loss_giou_3: 0.3538 loss_class_4: 0.2278 loss_bbox_4: 0.1009 loss_giou_4: 0.3543 loss_class_enc: 0.2711 loss_bbox_enc: 0.1249 loss_giou_enc: 0.4007 loss_class_dn: 0.03833 loss_bbox_dn: 0.1256 loss_giou_dn: 0.328 loss_class_dn_0: 0.09163 loss_bbox_dn_0: 0.2012 loss_giou_dn_0: 0.4828 loss_class_dn_1: 0.061 loss_bbox_dn_1: 0.1462 loss_giou_dn_1: 0.3709 loss_class_dn_2: 0.0484 loss_bbox_dn_2: 0.1296 loss_giou_dn_2: 0.3393 loss_class_dn_3: 0.0425 loss_bbox_dn_3: 0.1268 loss_giou_dn_3: 0.3305 loss_class_dn_4: 0.03909 loss_bbox_dn_4: 0.1256 loss_giou_dn_4: 0.328 time: 1.1177 data_time: 0.1029 lr: 0.0001 max_mem: 43695M [05/21 06:28:25 d2.utils.events]: eta: 1 day, 8:43:11 iter: 118799 total_loss: 8.227 loss_class: 0.2294 loss_bbox: 0.09734 loss_giou: 0.3568 loss_class_0: 0.2549 loss_bbox_0: 0.1088 loss_giou_0: 0.3733 loss_class_1: 0.2403 loss_bbox_1: 0.102 loss_giou_1: 0.3667 loss_class_2: 0.2351 loss_bbox_2: 0.09965 loss_giou_2: 0.3632 loss_class_3: 0.2324 loss_bbox_3: 0.09789 loss_giou_3: 0.3598 loss_class_4: 0.23 loss_bbox_4: 0.09765 loss_giou_4: 0.3578 loss_class_enc: 0.271 loss_bbox_enc: 0.1183 loss_giou_enc: 0.4001 loss_class_dn: 0.03891 loss_bbox_dn: 0.1189 loss_giou_dn: 0.3242 loss_class_dn_0: 0.09195 loss_bbox_dn_0: 0.1988 loss_giou_dn_0: 0.479 loss_class_dn_1: 0.06164 loss_bbox_dn_1: 0.1426 loss_giou_dn_1: 0.3675 loss_class_dn_2: 0.04858 loss_bbox_dn_2: 0.1239 loss_giou_dn_2: 0.3355 loss_class_dn_3: 0.04405 loss_bbox_dn_3: 0.1201 loss_giou_dn_3: 0.3263 loss_class_dn_4: 0.03973 loss_bbox_dn_4: 0.1189 loss_giou_dn_4: 0.3242 time: 1.1177 data_time: 0.1006 lr: 0.0001 max_mem: 43695M [05/21 06:29:22 d2.utils.events]: eta: 1 day, 8:41:44 iter: 118849 total_loss: 8.439 loss_class: 0.2301 loss_bbox: 0.1041 loss_giou: 0.3583 loss_class_0: 0.2561 loss_bbox_0: 0.1162 loss_giou_0: 0.3827 loss_class_1: 0.2424 loss_bbox_1: 0.1104 loss_giou_1: 0.3722 loss_class_2: 0.236 loss_bbox_2: 0.1069 loss_giou_2: 0.3649 loss_class_3: 0.2332 loss_bbox_3: 0.1053 loss_giou_3: 0.3588 loss_class_4: 0.2324 loss_bbox_4: 0.1039 loss_giou_4: 0.358 loss_class_enc: 0.2729 loss_bbox_enc: 0.1251 loss_giou_enc: 0.3994 loss_class_dn: 0.04084 loss_bbox_dn: 0.1281 loss_giou_dn: 0.3287 loss_class_dn_0: 0.09246 loss_bbox_dn_0: 0.2105 loss_giou_dn_0: 0.4829 loss_class_dn_1: 0.06277 loss_bbox_dn_1: 0.1518 loss_giou_dn_1: 0.3707 loss_class_dn_2: 0.05005 loss_bbox_dn_2: 0.1334 loss_giou_dn_2: 0.3386 loss_class_dn_3: 0.04521 loss_bbox_dn_3: 0.1294 loss_giou_dn_3: 0.3305 loss_class_dn_4: 0.04245 loss_bbox_dn_4: 0.1282 loss_giou_dn_4: 0.3285 time: 1.1177 data_time: 0.0969 lr: 0.0001 max_mem: 43695M [05/21 06:30:18 d2.utils.events]: eta: 1 day, 8:40:49 iter: 118899 total_loss: 8.499 loss_class: 0.2311 loss_bbox: 0.1016 loss_giou: 0.3708 loss_class_0: 0.2564 loss_bbox_0: 0.1117 loss_giou_0: 0.3907 loss_class_1: 0.2445 loss_bbox_1: 0.1048 loss_giou_1: 0.3798 loss_class_2: 0.2369 loss_bbox_2: 0.1042 loss_giou_2: 0.3756 loss_class_3: 0.234 loss_bbox_3: 0.1023 loss_giou_3: 0.3716 loss_class_4: 0.2317 loss_bbox_4: 0.1014 loss_giou_4: 0.3712 loss_class_enc: 0.2711 loss_bbox_enc: 0.1215 loss_giou_enc: 0.413 loss_class_dn: 0.0418 loss_bbox_dn: 0.1223 loss_giou_dn: 0.3362 loss_class_dn_0: 0.0954 loss_bbox_dn_0: 0.2001 loss_giou_dn_0: 0.4895 loss_class_dn_1: 0.06523 loss_bbox_dn_1: 0.1469 loss_giou_dn_1: 0.3823 loss_class_dn_2: 0.05146 loss_bbox_dn_2: 0.1272 loss_giou_dn_2: 0.3504 loss_class_dn_3: 0.04566 loss_bbox_dn_3: 0.1231 loss_giou_dn_3: 0.3388 loss_class_dn_4: 0.04266 loss_bbox_dn_4: 0.1223 loss_giou_dn_4: 0.3362 time: 1.1177 data_time: 0.1064 lr: 0.0001 max_mem: 43695M [05/21 06:31:14 d2.utils.events]: eta: 1 day, 8:39:53 iter: 118949 total_loss: 8.156 loss_class: 0.2237 loss_bbox: 0.1 loss_giou: 0.3447 loss_class_0: 0.2543 loss_bbox_0: 0.1097 loss_giou_0: 0.3628 loss_class_1: 0.2385 loss_bbox_1: 0.1053 loss_giou_1: 0.3538 loss_class_2: 0.2307 loss_bbox_2: 0.1005 loss_giou_2: 0.35 loss_class_3: 0.2274 loss_bbox_3: 0.09921 loss_giou_3: 0.3443 loss_class_4: 0.2239 loss_bbox_4: 0.09986 loss_giou_4: 0.3442 loss_class_enc: 0.2696 loss_bbox_enc: 0.121 loss_giou_enc: 0.3939 loss_class_dn: 0.04041 loss_bbox_dn: 0.1222 loss_giou_dn: 0.322 loss_class_dn_0: 0.09276 loss_bbox_dn_0: 0.2025 loss_giou_dn_0: 0.4759 loss_class_dn_1: 0.06182 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 0.3659 loss_class_dn_2: 0.04956 loss_bbox_dn_2: 0.1283 loss_giou_dn_2: 0.3337 loss_class_dn_3: 0.04396 loss_bbox_dn_3: 0.1231 loss_giou_dn_3: 0.3244 loss_class_dn_4: 0.04121 loss_bbox_dn_4: 0.1221 loss_giou_dn_4: 0.322 time: 1.1177 data_time: 0.1049 lr: 0.0001 max_mem: 43695M [05/21 06:32:10 d2.utils.events]: eta: 1 day, 8:38:55 iter: 118999 total_loss: 8.428 loss_class: 0.231 loss_bbox: 0.1003 loss_giou: 0.3578 loss_class_0: 0.2568 loss_bbox_0: 0.1141 loss_giou_0: 0.3795 loss_class_1: 0.2443 loss_bbox_1: 0.1062 loss_giou_1: 0.3708 loss_class_2: 0.238 loss_bbox_2: 0.1016 loss_giou_2: 0.3626 loss_class_3: 0.2342 loss_bbox_3: 0.1007 loss_giou_3: 0.3576 loss_class_4: 0.2318 loss_bbox_4: 0.1004 loss_giou_4: 0.3571 loss_class_enc: 0.2705 loss_bbox_enc: 0.1237 loss_giou_enc: 0.3996 loss_class_dn: 0.0373 loss_bbox_dn: 0.1243 loss_giou_dn: 0.3271 loss_class_dn_0: 0.08975 loss_bbox_dn_0: 0.2133 loss_giou_dn_0: 0.4789 loss_class_dn_1: 0.06144 loss_bbox_dn_1: 0.1506 loss_giou_dn_1: 0.3708 loss_class_dn_2: 0.04752 loss_bbox_dn_2: 0.1312 loss_giou_dn_2: 0.3391 loss_class_dn_3: 0.04112 loss_bbox_dn_3: 0.1258 loss_giou_dn_3: 0.3299 loss_class_dn_4: 0.03766 loss_bbox_dn_4: 0.1243 loss_giou_dn_4: 0.3271 time: 1.1177 data_time: 0.0999 lr: 0.0001 max_mem: 43695M [05/21 06:33:07 d2.utils.events]: eta: 1 day, 8:37:51 iter: 119049 total_loss: 8.632 loss_class: 0.2287 loss_bbox: 0.1044 loss_giou: 0.3706 loss_class_0: 0.2599 loss_bbox_0: 0.1135 loss_giou_0: 0.3869 loss_class_1: 0.2472 loss_bbox_1: 0.1091 loss_giou_1: 0.3783 loss_class_2: 0.2396 loss_bbox_2: 0.1034 loss_giou_2: 0.3723 loss_class_3: 0.2361 loss_bbox_3: 0.1039 loss_giou_3: 0.37 loss_class_4: 0.2299 loss_bbox_4: 0.1039 loss_giou_4: 0.371 loss_class_enc: 0.2751 loss_bbox_enc: 0.1214 loss_giou_enc: 0.4089 loss_class_dn: 0.03885 loss_bbox_dn: 0.1218 loss_giou_dn: 0.3364 loss_class_dn_0: 0.09345 loss_bbox_dn_0: 0.2037 loss_giou_dn_0: 0.488 loss_class_dn_1: 0.06313 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3787 loss_class_dn_2: 0.05021 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.3462 loss_class_dn_3: 0.04398 loss_bbox_dn_3: 0.1234 loss_giou_dn_3: 0.3377 loss_class_dn_4: 0.04011 loss_bbox_dn_4: 0.122 loss_giou_dn_4: 0.3363 time: 1.1177 data_time: 0.0997 lr: 0.0001 max_mem: 43695M [05/21 06:34:03 d2.utils.events]: eta: 1 day, 8:36:55 iter: 119099 total_loss: 8.405 loss_class: 0.233 loss_bbox: 0.1043 loss_giou: 0.3583 loss_class_0: 0.262 loss_bbox_0: 0.1163 loss_giou_0: 0.3746 loss_class_1: 0.2471 loss_bbox_1: 0.1107 loss_giou_1: 0.3636 loss_class_2: 0.2411 loss_bbox_2: 0.1056 loss_giou_2: 0.3596 loss_class_3: 0.2384 loss_bbox_3: 0.1041 loss_giou_3: 0.3588 loss_class_4: 0.2344 loss_bbox_4: 0.1046 loss_giou_4: 0.3589 loss_class_enc: 0.2752 loss_bbox_enc: 0.1262 loss_giou_enc: 0.3969 loss_class_dn: 0.03891 loss_bbox_dn: 0.128 loss_giou_dn: 0.325 loss_class_dn_0: 0.09261 loss_bbox_dn_0: 0.2156 loss_giou_dn_0: 0.479 loss_class_dn_1: 0.0615 loss_bbox_dn_1: 0.1542 loss_giou_dn_1: 0.3682 loss_class_dn_2: 0.04892 loss_bbox_dn_2: 0.1333 loss_giou_dn_2: 0.3375 loss_class_dn_3: 0.04347 loss_bbox_dn_3: 0.1295 loss_giou_dn_3: 0.3276 loss_class_dn_4: 0.03977 loss_bbox_dn_4: 0.1279 loss_giou_dn_4: 0.3248 time: 1.1177 data_time: 0.1018 lr: 0.0001 max_mem: 43695M [05/21 06:35:01 d2.utils.events]: eta: 1 day, 8:35:24 iter: 119149 total_loss: 8.549 loss_class: 0.2359 loss_bbox: 0.1055 loss_giou: 0.3537 loss_class_0: 0.2628 loss_bbox_0: 0.1161 loss_giou_0: 0.377 loss_class_1: 0.2492 loss_bbox_1: 0.111 loss_giou_1: 0.3677 loss_class_2: 0.2441 loss_bbox_2: 0.1082 loss_giou_2: 0.3602 loss_class_3: 0.2401 loss_bbox_3: 0.1075 loss_giou_3: 0.3572 loss_class_4: 0.2351 loss_bbox_4: 0.1054 loss_giou_4: 0.3555 loss_class_enc: 0.2763 loss_bbox_enc: 0.1273 loss_giou_enc: 0.3977 loss_class_dn: 0.04262 loss_bbox_dn: 0.1351 loss_giou_dn: 0.3317 loss_class_dn_0: 0.09683 loss_bbox_dn_0: 0.22 loss_giou_dn_0: 0.484 loss_class_dn_1: 0.06595 loss_bbox_dn_1: 0.1586 loss_giou_dn_1: 0.3751 loss_class_dn_2: 0.05242 loss_bbox_dn_2: 0.1413 loss_giou_dn_2: 0.3426 loss_class_dn_3: 0.04631 loss_bbox_dn_3: 0.1366 loss_giou_dn_3: 0.3338 loss_class_dn_4: 0.04391 loss_bbox_dn_4: 0.1351 loss_giou_dn_4: 0.3316 time: 1.1177 data_time: 0.1026 lr: 0.0001 max_mem: 43695M [05/21 06:35:57 d2.utils.events]: eta: 1 day, 8:32:43 iter: 119199 total_loss: 8.405 loss_class: 0.2338 loss_bbox: 0.09988 loss_giou: 0.3637 loss_class_0: 0.2608 loss_bbox_0: 0.1105 loss_giou_0: 0.3864 loss_class_1: 0.2505 loss_bbox_1: 0.1048 loss_giou_1: 0.3743 loss_class_2: 0.242 loss_bbox_2: 0.1016 loss_giou_2: 0.3705 loss_class_3: 0.2407 loss_bbox_3: 0.1007 loss_giou_3: 0.3667 loss_class_4: 0.2383 loss_bbox_4: 0.09918 loss_giou_4: 0.3636 loss_class_enc: 0.2732 loss_bbox_enc: 0.1187 loss_giou_enc: 0.4099 loss_class_dn: 0.03865 loss_bbox_dn: 0.1196 loss_giou_dn: 0.3347 loss_class_dn_0: 0.09004 loss_bbox_dn_0: 0.2004 loss_giou_dn_0: 0.4816 loss_class_dn_1: 0.05977 loss_bbox_dn_1: 0.1388 loss_giou_dn_1: 0.3757 loss_class_dn_2: 0.04722 loss_bbox_dn_2: 0.1252 loss_giou_dn_2: 0.3452 loss_class_dn_3: 0.04288 loss_bbox_dn_3: 0.1215 loss_giou_dn_3: 0.3366 loss_class_dn_4: 0.03963 loss_bbox_dn_4: 0.1196 loss_giou_dn_4: 0.3347 time: 1.1177 data_time: 0.0973 lr: 0.0001 max_mem: 43695M [05/21 06:36:53 d2.utils.events]: eta: 1 day, 8:30:44 iter: 119249 total_loss: 8.469 loss_class: 0.2281 loss_bbox: 0.1004 loss_giou: 0.3509 loss_class_0: 0.2582 loss_bbox_0: 0.1117 loss_giou_0: 0.3751 loss_class_1: 0.2462 loss_bbox_1: 0.1061 loss_giou_1: 0.3635 loss_class_2: 0.2362 loss_bbox_2: 0.1031 loss_giou_2: 0.3569 loss_class_3: 0.2327 loss_bbox_3: 0.1015 loss_giou_3: 0.3554 loss_class_4: 0.2277 loss_bbox_4: 0.1005 loss_giou_4: 0.3519 loss_class_enc: 0.2729 loss_bbox_enc: 0.1246 loss_giou_enc: 0.3972 loss_class_dn: 0.04157 loss_bbox_dn: 0.1283 loss_giou_dn: 0.3253 loss_class_dn_0: 0.09221 loss_bbox_dn_0: 0.2158 loss_giou_dn_0: 0.4775 loss_class_dn_1: 0.06249 loss_bbox_dn_1: 0.1531 loss_giou_dn_1: 0.3721 loss_class_dn_2: 0.05104 loss_bbox_dn_2: 0.1338 loss_giou_dn_2: 0.3367 loss_class_dn_3: 0.04641 loss_bbox_dn_3: 0.1297 loss_giou_dn_3: 0.328 loss_class_dn_4: 0.0427 loss_bbox_dn_4: 0.1283 loss_giou_dn_4: 0.3253 time: 1.1177 data_time: 0.1047 lr: 0.0001 max_mem: 43695M [05/21 06:37:49 d2.utils.events]: eta: 1 day, 8:29:48 iter: 119299 total_loss: 8.249 loss_class: 0.2282 loss_bbox: 0.1013 loss_giou: 0.3486 loss_class_0: 0.2535 loss_bbox_0: 0.1106 loss_giou_0: 0.3703 loss_class_1: 0.2395 loss_bbox_1: 0.108 loss_giou_1: 0.3577 loss_class_2: 0.2343 loss_bbox_2: 0.1041 loss_giou_2: 0.3546 loss_class_3: 0.2315 loss_bbox_3: 0.1013 loss_giou_3: 0.3514 loss_class_4: 0.2274 loss_bbox_4: 0.1014 loss_giou_4: 0.3497 loss_class_enc: 0.2701 loss_bbox_enc: 0.1217 loss_giou_enc: 0.3972 loss_class_dn: 0.03793 loss_bbox_dn: 0.1234 loss_giou_dn: 0.318 loss_class_dn_0: 0.08902 loss_bbox_dn_0: 0.2085 loss_giou_dn_0: 0.4757 loss_class_dn_1: 0.05899 loss_bbox_dn_1: 0.1463 loss_giou_dn_1: 0.3634 loss_class_dn_2: 0.04679 loss_bbox_dn_2: 0.1278 loss_giou_dn_2: 0.3302 loss_class_dn_3: 0.04232 loss_bbox_dn_3: 0.124 loss_giou_dn_3: 0.3211 loss_class_dn_4: 0.03929 loss_bbox_dn_4: 0.1234 loss_giou_dn_4: 0.3179 time: 1.1177 data_time: 0.1016 lr: 0.0001 max_mem: 43695M [05/21 06:38:46 d2.utils.events]: eta: 1 day, 8:26:48 iter: 119349 total_loss: 8.479 loss_class: 0.2339 loss_bbox: 0.103 loss_giou: 0.3556 loss_class_0: 0.2594 loss_bbox_0: 0.1147 loss_giou_0: 0.3839 loss_class_1: 0.2468 loss_bbox_1: 0.1081 loss_giou_1: 0.371 loss_class_2: 0.2405 loss_bbox_2: 0.105 loss_giou_2: 0.3623 loss_class_3: 0.2391 loss_bbox_3: 0.1047 loss_giou_3: 0.3583 loss_class_4: 0.2372 loss_bbox_4: 0.1025 loss_giou_4: 0.356 loss_class_enc: 0.2765 loss_bbox_enc: 0.1253 loss_giou_enc: 0.4062 loss_class_dn: 0.0401 loss_bbox_dn: 0.1329 loss_giou_dn: 0.3284 loss_class_dn_0: 0.09255 loss_bbox_dn_0: 0.2125 loss_giou_dn_0: 0.4753 loss_class_dn_1: 0.06392 loss_bbox_dn_1: 0.1546 loss_giou_dn_1: 0.3694 loss_class_dn_2: 0.05084 loss_bbox_dn_2: 0.1386 loss_giou_dn_2: 0.3388 loss_class_dn_3: 0.0443 loss_bbox_dn_3: 0.1345 loss_giou_dn_3: 0.3305 loss_class_dn_4: 0.04131 loss_bbox_dn_4: 0.1329 loss_giou_dn_4: 0.328 time: 1.1177 data_time: 0.0917 lr: 0.0001 max_mem: 43695M [05/21 06:39:43 d2.utils.events]: eta: 1 day, 8:24:58 iter: 119399 total_loss: 8.425 loss_class: 0.2258 loss_bbox: 0.1042 loss_giou: 0.3543 loss_class_0: 0.2519 loss_bbox_0: 0.1136 loss_giou_0: 0.3761 loss_class_1: 0.2384 loss_bbox_1: 0.1084 loss_giou_1: 0.3667 loss_class_2: 0.2316 loss_bbox_2: 0.1064 loss_giou_2: 0.3591 loss_class_3: 0.2297 loss_bbox_3: 0.1047 loss_giou_3: 0.3546 loss_class_4: 0.2258 loss_bbox_4: 0.1047 loss_giou_4: 0.3552 loss_class_enc: 0.2673 loss_bbox_enc: 0.123 loss_giou_enc: 0.394 loss_class_dn: 0.03662 loss_bbox_dn: 0.1273 loss_giou_dn: 0.3254 loss_class_dn_0: 0.08862 loss_bbox_dn_0: 0.2072 loss_giou_dn_0: 0.4808 loss_class_dn_1: 0.05759 loss_bbox_dn_1: 0.1501 loss_giou_dn_1: 0.373 loss_class_dn_2: 0.04734 loss_bbox_dn_2: 0.1333 loss_giou_dn_2: 0.3387 loss_class_dn_3: 0.04076 loss_bbox_dn_3: 0.1289 loss_giou_dn_3: 0.3277 loss_class_dn_4: 0.03783 loss_bbox_dn_4: 0.1274 loss_giou_dn_4: 0.3253 time: 1.1177 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 06:40:39 d2.utils.events]: eta: 1 day, 8:23:20 iter: 119449 total_loss: 8.424 loss_class: 0.2276 loss_bbox: 0.1004 loss_giou: 0.3595 loss_class_0: 0.2586 loss_bbox_0: 0.1121 loss_giou_0: 0.3786 loss_class_1: 0.2448 loss_bbox_1: 0.1056 loss_giou_1: 0.3702 loss_class_2: 0.2365 loss_bbox_2: 0.1026 loss_giou_2: 0.3592 loss_class_3: 0.2336 loss_bbox_3: 0.1012 loss_giou_3: 0.3586 loss_class_4: 0.2304 loss_bbox_4: 0.1001 loss_giou_4: 0.3588 loss_class_enc: 0.2718 loss_bbox_enc: 0.121 loss_giou_enc: 0.3973 loss_class_dn: 0.04059 loss_bbox_dn: 0.1267 loss_giou_dn: 0.3315 loss_class_dn_0: 0.09336 loss_bbox_dn_0: 0.207 loss_giou_dn_0: 0.4834 loss_class_dn_1: 0.06196 loss_bbox_dn_1: 0.1493 loss_giou_dn_1: 0.3729 loss_class_dn_2: 0.04882 loss_bbox_dn_2: 0.1329 loss_giou_dn_2: 0.3416 loss_class_dn_3: 0.04434 loss_bbox_dn_3: 0.1287 loss_giou_dn_3: 0.3334 loss_class_dn_4: 0.0413 loss_bbox_dn_4: 0.1267 loss_giou_dn_4: 0.3312 time: 1.1177 data_time: 0.0978 lr: 0.0001 max_mem: 43695M [05/21 06:41:35 d2.utils.events]: eta: 1 day, 8:20:58 iter: 119499 total_loss: 8.447 loss_class: 0.2282 loss_bbox: 0.1018 loss_giou: 0.3577 loss_class_0: 0.2587 loss_bbox_0: 0.1123 loss_giou_0: 0.3774 loss_class_1: 0.2426 loss_bbox_1: 0.1061 loss_giou_1: 0.3686 loss_class_2: 0.2338 loss_bbox_2: 0.1046 loss_giou_2: 0.3645 loss_class_3: 0.2323 loss_bbox_3: 0.1033 loss_giou_3: 0.3592 loss_class_4: 0.2294 loss_bbox_4: 0.1027 loss_giou_4: 0.3579 loss_class_enc: 0.2723 loss_bbox_enc: 0.1223 loss_giou_enc: 0.3976 loss_class_dn: 0.04045 loss_bbox_dn: 0.1251 loss_giou_dn: 0.3293 loss_class_dn_0: 0.0951 loss_bbox_dn_0: 0.2076 loss_giou_dn_0: 0.4785 loss_class_dn_1: 0.06457 loss_bbox_dn_1: 0.1475 loss_giou_dn_1: 0.3718 loss_class_dn_2: 0.05204 loss_bbox_dn_2: 0.1301 loss_giou_dn_2: 0.3394 loss_class_dn_3: 0.04635 loss_bbox_dn_3: 0.1264 loss_giou_dn_3: 0.3307 loss_class_dn_4: 0.04203 loss_bbox_dn_4: 0.1252 loss_giou_dn_4: 0.3292 time: 1.1177 data_time: 0.1018 lr: 0.0001 max_mem: 43695M [05/21 06:42:31 d2.utils.events]: eta: 1 day, 8:19:54 iter: 119549 total_loss: 8.564 loss_class: 0.2286 loss_bbox: 0.1062 loss_giou: 0.3676 loss_class_0: 0.2518 loss_bbox_0: 0.1157 loss_giou_0: 0.3901 loss_class_1: 0.2396 loss_bbox_1: 0.1111 loss_giou_1: 0.3795 loss_class_2: 0.2323 loss_bbox_2: 0.1085 loss_giou_2: 0.3721 loss_class_3: 0.2306 loss_bbox_3: 0.1068 loss_giou_3: 0.3702 loss_class_4: 0.2295 loss_bbox_4: 0.1061 loss_giou_4: 0.3681 loss_class_enc: 0.2673 loss_bbox_enc: 0.1236 loss_giou_enc: 0.4146 loss_class_dn: 0.03927 loss_bbox_dn: 0.1244 loss_giou_dn: 0.3404 loss_class_dn_0: 0.08785 loss_bbox_dn_0: 0.2033 loss_giou_dn_0: 0.4905 loss_class_dn_1: 0.05837 loss_bbox_dn_1: 0.1462 loss_giou_dn_1: 0.3839 loss_class_dn_2: 0.04762 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.3505 loss_class_dn_3: 0.04343 loss_bbox_dn_3: 0.1256 loss_giou_dn_3: 0.3422 loss_class_dn_4: 0.03981 loss_bbox_dn_4: 0.1245 loss_giou_dn_4: 0.3404 time: 1.1177 data_time: 0.0986 lr: 0.0001 max_mem: 43695M [05/21 06:43:28 d2.utils.events]: eta: 1 day, 8:18:40 iter: 119599 total_loss: 8.365 loss_class: 0.2311 loss_bbox: 0.1031 loss_giou: 0.3482 loss_class_0: 0.2581 loss_bbox_0: 0.1138 loss_giou_0: 0.3731 loss_class_1: 0.2447 loss_bbox_1: 0.1079 loss_giou_1: 0.3644 loss_class_2: 0.2385 loss_bbox_2: 0.1055 loss_giou_2: 0.3566 loss_class_3: 0.2368 loss_bbox_3: 0.1035 loss_giou_3: 0.3525 loss_class_4: 0.2322 loss_bbox_4: 0.1027 loss_giou_4: 0.3486 loss_class_enc: 0.2736 loss_bbox_enc: 0.1252 loss_giou_enc: 0.395 loss_class_dn: 0.03882 loss_bbox_dn: 0.1249 loss_giou_dn: 0.3248 loss_class_dn_0: 0.0908 loss_bbox_dn_0: 0.2135 loss_giou_dn_0: 0.4774 loss_class_dn_1: 0.06097 loss_bbox_dn_1: 0.1515 loss_giou_dn_1: 0.3705 loss_class_dn_2: 0.04832 loss_bbox_dn_2: 0.1311 loss_giou_dn_2: 0.3362 loss_class_dn_3: 0.04378 loss_bbox_dn_3: 0.1265 loss_giou_dn_3: 0.3275 loss_class_dn_4: 0.03971 loss_bbox_dn_4: 0.1248 loss_giou_dn_4: 0.3247 time: 1.1177 data_time: 0.0947 lr: 0.0001 max_mem: 43695M [05/21 06:44:25 d2.utils.events]: eta: 1 day, 8:17:19 iter: 119649 total_loss: 8.572 loss_class: 0.2318 loss_bbox: 0.1027 loss_giou: 0.3566 loss_class_0: 0.26 loss_bbox_0: 0.1151 loss_giou_0: 0.3808 loss_class_1: 0.2472 loss_bbox_1: 0.1093 loss_giou_1: 0.3696 loss_class_2: 0.2398 loss_bbox_2: 0.1056 loss_giou_2: 0.3609 loss_class_3: 0.2353 loss_bbox_3: 0.1036 loss_giou_3: 0.3577 loss_class_4: 0.2337 loss_bbox_4: 0.1033 loss_giou_4: 0.355 loss_class_enc: 0.2764 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4017 loss_class_dn: 0.03865 loss_bbox_dn: 0.1254 loss_giou_dn: 0.3372 loss_class_dn_0: 0.09386 loss_bbox_dn_0: 0.2099 loss_giou_dn_0: 0.4967 loss_class_dn_1: 0.06097 loss_bbox_dn_1: 0.1496 loss_giou_dn_1: 0.3813 loss_class_dn_2: 0.04879 loss_bbox_dn_2: 0.1302 loss_giou_dn_2: 0.3495 loss_class_dn_3: 0.0435 loss_bbox_dn_3: 0.1263 loss_giou_dn_3: 0.3396 loss_class_dn_4: 0.04026 loss_bbox_dn_4: 0.1255 loss_giou_dn_4: 0.3372 time: 1.1177 data_time: 0.1065 lr: 0.0001 max_mem: 43695M [05/21 06:45:21 d2.utils.events]: eta: 1 day, 8:17:01 iter: 119699 total_loss: 8.389 loss_class: 0.2274 loss_bbox: 0.1016 loss_giou: 0.3546 loss_class_0: 0.2524 loss_bbox_0: 0.111 loss_giou_0: 0.3761 loss_class_1: 0.2428 loss_bbox_1: 0.1059 loss_giou_1: 0.3639 loss_class_2: 0.2347 loss_bbox_2: 0.1036 loss_giou_2: 0.3561 loss_class_3: 0.2316 loss_bbox_3: 0.1018 loss_giou_3: 0.3576 loss_class_4: 0.2291 loss_bbox_4: 0.1015 loss_giou_4: 0.3544 loss_class_enc: 0.2686 loss_bbox_enc: 0.1222 loss_giou_enc: 0.3971 loss_class_dn: 0.04033 loss_bbox_dn: 0.1294 loss_giou_dn: 0.3292 loss_class_dn_0: 0.09332 loss_bbox_dn_0: 0.2159 loss_giou_dn_0: 0.4857 loss_class_dn_1: 0.06419 loss_bbox_dn_1: 0.1539 loss_giou_dn_1: 0.3732 loss_class_dn_2: 0.05128 loss_bbox_dn_2: 0.1354 loss_giou_dn_2: 0.3392 loss_class_dn_3: 0.04593 loss_bbox_dn_3: 0.1307 loss_giou_dn_3: 0.3303 loss_class_dn_4: 0.04234 loss_bbox_dn_4: 0.1295 loss_giou_dn_4: 0.329 time: 1.1177 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/21 06:46:18 d2.utils.events]: eta: 1 day, 8:16:13 iter: 119749 total_loss: 8.222 loss_class: 0.2266 loss_bbox: 0.1008 loss_giou: 0.3441 loss_class_0: 0.2511 loss_bbox_0: 0.1099 loss_giou_0: 0.3679 loss_class_1: 0.2374 loss_bbox_1: 0.1067 loss_giou_1: 0.3585 loss_class_2: 0.2314 loss_bbox_2: 0.1042 loss_giou_2: 0.3491 loss_class_3: 0.2304 loss_bbox_3: 0.1018 loss_giou_3: 0.3462 loss_class_4: 0.2282 loss_bbox_4: 0.1011 loss_giou_4: 0.3438 loss_class_enc: 0.2681 loss_bbox_enc: 0.1216 loss_giou_enc: 0.3888 loss_class_dn: 0.03812 loss_bbox_dn: 0.1245 loss_giou_dn: 0.3221 loss_class_dn_0: 0.08722 loss_bbox_dn_0: 0.2032 loss_giou_dn_0: 0.4711 loss_class_dn_1: 0.05783 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3605 loss_class_dn_2: 0.04684 loss_bbox_dn_2: 0.1287 loss_giou_dn_2: 0.3313 loss_class_dn_3: 0.04176 loss_bbox_dn_3: 0.1259 loss_giou_dn_3: 0.3243 loss_class_dn_4: 0.03908 loss_bbox_dn_4: 0.1244 loss_giou_dn_4: 0.322 time: 1.1177 data_time: 0.0948 lr: 0.0001 max_mem: 43695M [05/21 06:47:15 d2.utils.events]: eta: 1 day, 8:15:18 iter: 119799 total_loss: 8.297 loss_class: 0.228 loss_bbox: 0.1035 loss_giou: 0.3509 loss_class_0: 0.2544 loss_bbox_0: 0.1131 loss_giou_0: 0.3713 loss_class_1: 0.2433 loss_bbox_1: 0.1081 loss_giou_1: 0.361 loss_class_2: 0.2346 loss_bbox_2: 0.1055 loss_giou_2: 0.3563 loss_class_3: 0.2323 loss_bbox_3: 0.1039 loss_giou_3: 0.3516 loss_class_4: 0.2287 loss_bbox_4: 0.1034 loss_giou_4: 0.3517 loss_class_enc: 0.2691 loss_bbox_enc: 0.123 loss_giou_enc: 0.3918 loss_class_dn: 0.03851 loss_bbox_dn: 0.1247 loss_giou_dn: 0.3231 loss_class_dn_0: 0.09026 loss_bbox_dn_0: 0.2068 loss_giou_dn_0: 0.4753 loss_class_dn_1: 0.06001 loss_bbox_dn_1: 0.1511 loss_giou_dn_1: 0.3699 loss_class_dn_2: 0.04809 loss_bbox_dn_2: 0.1304 loss_giou_dn_2: 0.336 loss_class_dn_3: 0.04321 loss_bbox_dn_3: 0.1258 loss_giou_dn_3: 0.3254 loss_class_dn_4: 0.03958 loss_bbox_dn_4: 0.1247 loss_giou_dn_4: 0.323 time: 1.1177 data_time: 0.0960 lr: 0.0001 max_mem: 43695M [05/21 06:48:11 d2.utils.events]: eta: 1 day, 8:15:57 iter: 119849 total_loss: 8.401 loss_class: 0.2327 loss_bbox: 0.1025 loss_giou: 0.366 loss_class_0: 0.2608 loss_bbox_0: 0.1117 loss_giou_0: 0.383 loss_class_1: 0.246 loss_bbox_1: 0.1065 loss_giou_1: 0.3749 loss_class_2: 0.2407 loss_bbox_2: 0.1027 loss_giou_2: 0.3703 loss_class_3: 0.237 loss_bbox_3: 0.103 loss_giou_3: 0.3664 loss_class_4: 0.2351 loss_bbox_4: 0.1026 loss_giou_4: 0.3645 loss_class_enc: 0.2762 loss_bbox_enc: 0.1221 loss_giou_enc: 0.4082 loss_class_dn: 0.03969 loss_bbox_dn: 0.1256 loss_giou_dn: 0.3333 loss_class_dn_0: 0.09493 loss_bbox_dn_0: 0.2051 loss_giou_dn_0: 0.4785 loss_class_dn_1: 0.06348 loss_bbox_dn_1: 0.1474 loss_giou_dn_1: 0.3738 loss_class_dn_2: 0.04951 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.342 loss_class_dn_3: 0.0434 loss_bbox_dn_3: 0.126 loss_giou_dn_3: 0.3348 loss_class_dn_4: 0.04068 loss_bbox_dn_4: 0.1256 loss_giou_dn_4: 0.3332 time: 1.1177 data_time: 0.1014 lr: 0.0001 max_mem: 43695M [05/21 06:49:08 d2.utils.events]: eta: 1 day, 8:15:03 iter: 119899 total_loss: 8.439 loss_class: 0.2305 loss_bbox: 0.1039 loss_giou: 0.3581 loss_class_0: 0.2573 loss_bbox_0: 0.1132 loss_giou_0: 0.3794 loss_class_1: 0.2441 loss_bbox_1: 0.1079 loss_giou_1: 0.3708 loss_class_2: 0.2386 loss_bbox_2: 0.1042 loss_giou_2: 0.3638 loss_class_3: 0.2357 loss_bbox_3: 0.1043 loss_giou_3: 0.3594 loss_class_4: 0.2321 loss_bbox_4: 0.1036 loss_giou_4: 0.3581 loss_class_enc: 0.2722 loss_bbox_enc: 0.1223 loss_giou_enc: 0.3995 loss_class_dn: 0.03994 loss_bbox_dn: 0.123 loss_giou_dn: 0.33 loss_class_dn_0: 0.09335 loss_bbox_dn_0: 0.1997 loss_giou_dn_0: 0.4806 loss_class_dn_1: 0.06251 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 0.3699 loss_class_dn_2: 0.05014 loss_bbox_dn_2: 0.1287 loss_giou_dn_2: 0.3409 loss_class_dn_3: 0.04457 loss_bbox_dn_3: 0.1247 loss_giou_dn_3: 0.3316 loss_class_dn_4: 0.04084 loss_bbox_dn_4: 0.123 loss_giou_dn_4: 0.33 time: 1.1177 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/21 06:50:05 d2.utils.events]: eta: 1 day, 8:14:09 iter: 119949 total_loss: 8.466 loss_class: 0.2332 loss_bbox: 0.1039 loss_giou: 0.3542 loss_class_0: 0.2602 loss_bbox_0: 0.1143 loss_giou_0: 0.3737 loss_class_1: 0.2481 loss_bbox_1: 0.1091 loss_giou_1: 0.3611 loss_class_2: 0.2402 loss_bbox_2: 0.1066 loss_giou_2: 0.358 loss_class_3: 0.2388 loss_bbox_3: 0.1045 loss_giou_3: 0.354 loss_class_4: 0.2346 loss_bbox_4: 0.1033 loss_giou_4: 0.354 loss_class_enc: 0.2758 loss_bbox_enc: 0.1253 loss_giou_enc: 0.3984 loss_class_dn: 0.03854 loss_bbox_dn: 0.123 loss_giou_dn: 0.329 loss_class_dn_0: 0.09066 loss_bbox_dn_0: 0.2027 loss_giou_dn_0: 0.4727 loss_class_dn_1: 0.0613 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3677 loss_class_dn_2: 0.04866 loss_bbox_dn_2: 0.1276 loss_giou_dn_2: 0.3388 loss_class_dn_3: 0.04326 loss_bbox_dn_3: 0.1234 loss_giou_dn_3: 0.3306 loss_class_dn_4: 0.03963 loss_bbox_dn_4: 0.123 loss_giou_dn_4: 0.3288 time: 1.1177 data_time: 0.0958 lr: 0.0001 max_mem: 43695M [05/21 06:51:01 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0119999.pth [05/21 06:51:15 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 06:51:30 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 06:51:34 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 06:51:35 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 06:52:33 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0036 s/iter. Inference: 0.0641 s/iter. Eval: 0.0004 s/iter. Total: 0.0681 s/iter. ETA=0:00:20 [05/21 06:52:38 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0052 s/iter. Inference: 0.0653 s/iter. Eval: 0.0004 s/iter. Total: 0.0709 s/iter. ETA=0:00:16 [05/21 06:52:43 d2.evaluation.evaluator]: Inference done 145/313. Dataloading: 0.0052 s/iter. Inference: 0.0693 s/iter. Eval: 0.0004 s/iter. Total: 0.0751 s/iter. ETA=0:00:12 [05/21 06:52:48 d2.evaluation.evaluator]: Inference done 217/313. Dataloading: 0.0052 s/iter. Inference: 0.0677 s/iter. Eval: 0.0004 s/iter. Total: 0.0735 s/iter. ETA=0:00:07 [05/21 06:52:53 d2.evaluation.evaluator]: Inference done 289/313. Dataloading: 0.0052 s/iter. Inference: 0.0669 s/iter. Eval: 0.0004 s/iter. Total: 0.0727 s/iter. ETA=0:00:01 [05/21 06:52:55 d2.evaluation.evaluator]: Total inference time: 0:00:22.813029 (0.074068 s / iter per device, on 16 devices) [05/21 06:52:55 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.066641 s / iter per device, on 16 devices) [05/21 06:53:09 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 06:53:10 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 06:53:16 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=7.63s) creating index... index created! [05/21 06:53:25 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 06:53:46 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.28 seconds. [05/21 06:53:47 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 06:53:50 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.22 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.625 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.331 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.497 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.754 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.863 [05/21 06:53:50 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 46.402 | 62.491 | 50.509 | 33.100 | 49.718 | 58.621 | [05/21 06:53:50 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 61.563 | bicycle | 37.884 | car | 49.572 | | motorcycle | 47.864 | airplane | 76.989 | bus | 73.831 | | train | 73.970 | truck | 35.759 | boat | 33.180 | | traffic light | 32.055 | fire hydrant | 74.971 | stop sign | 60.685 | | parking meter | 13.716 | bench | 32.499 | bird | 44.787 | | cat | 79.228 | dog | 73.884 | horse | 66.640 | | sheep | 52.343 | cow | 66.535 | elephant | 72.283 | | bear | 75.207 | zebra | 73.238 | giraffe | 76.150 | | backpack | 19.814 | umbrella | 45.709 | handbag | 16.894 | | tie | 44.115 | suitcase | 35.508 | frisbee | 73.553 | | skis | 31.808 | snowboard | 46.916 | sports ball | 42.453 | | kite | 40.989 | baseball bat | 36.388 | baseball glove | 48.198 | | skateboard | 58.258 | surfboard | 49.890 | tennis racket | 54.773 | | bottle | 43.943 | wine glass | 46.730 | cup | 54.314 | | fork | 49.324 | knife | 26.830 | spoon | 23.942 | | bowl | 47.972 | banana | 23.733 | apple | 22.019 | | sandwich | 31.166 | orange | 32.771 | broccoli | 20.565 | | carrot | 17.326 | hot dog | 33.905 | pizza | 60.056 | | donut | 49.839 | cake | 46.635 | chair | 37.435 | | couch | 46.156 | potted plant | 28.373 | bed | 43.439 | | dining table | 29.507 | toilet | 64.627 | tv | 62.449 | | laptop | 73.812 | mouse | 69.085 | remote | 31.491 | | keyboard | 52.218 | cell phone | 44.923 | microwave | 69.955 | | oven | 17.568 | toaster | 48.517 | sink | 35.383 | | refrigerator | 62.956 | book | 11.329 | clock | 45.725 | | vase | 32.124 | scissors | 35.435 | teddy bear | 55.991 | | hair drier | 14.919 | toothbrush | 37.574 | | | [05/21 06:53:51 d2.evaluation.testing]: copypaste: Task: bbox [05/21 06:53:51 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 06:53:51 d2.evaluation.testing]: copypaste: 46.4020,62.4906,50.5090,33.1003,49.7180,58.6215 [05/21 06:53:51 d2.utils.events]: eta: 1 day, 8:13:20 iter: 119999 total_loss: 8.318 loss_class: 0.2285 loss_bbox: 0.1001 loss_giou: 0.3544 loss_class_0: 0.2557 loss_bbox_0: 0.1113 loss_giou_0: 0.3736 loss_class_1: 0.2426 loss_bbox_1: 0.1068 loss_giou_1: 0.3642 loss_class_2: 0.2356 loss_bbox_2: 0.1019 loss_giou_2: 0.3584 loss_class_3: 0.2336 loss_bbox_3: 0.1013 loss_giou_3: 0.3564 loss_class_4: 0.2296 loss_bbox_4: 0.1002 loss_giou_4: 0.3553 loss_class_enc: 0.2709 loss_bbox_enc: 0.1194 loss_giou_enc: 0.3972 loss_class_dn: 0.03659 loss_bbox_dn: 0.1182 loss_giou_dn: 0.325 loss_class_dn_0: 0.08942 loss_bbox_dn_0: 0.202 loss_giou_dn_0: 0.4798 loss_class_dn_1: 0.05855 loss_bbox_dn_1: 0.1413 loss_giou_dn_1: 0.3691 loss_class_dn_2: 0.04599 loss_bbox_dn_2: 0.1237 loss_giou_dn_2: 0.3358 loss_class_dn_3: 0.04058 loss_bbox_dn_3: 0.1191 loss_giou_dn_3: 0.3277 loss_class_dn_4: 0.03791 loss_bbox_dn_4: 0.1182 loss_giou_dn_4: 0.3249 time: 1.1177 data_time: 0.0975 lr: 0.0001 max_mem: 43695M [05/21 06:54:48 d2.utils.events]: eta: 1 day, 8:12:19 iter: 120049 total_loss: 8.231 loss_class: 0.2293 loss_bbox: 0.1008 loss_giou: 0.3536 loss_class_0: 0.2573 loss_bbox_0: 0.1116 loss_giou_0: 0.3701 loss_class_1: 0.2433 loss_bbox_1: 0.1065 loss_giou_1: 0.3615 loss_class_2: 0.236 loss_bbox_2: 0.1037 loss_giou_2: 0.3574 loss_class_3: 0.2337 loss_bbox_3: 0.1025 loss_giou_3: 0.3562 loss_class_4: 0.2307 loss_bbox_4: 0.101 loss_giou_4: 0.3532 loss_class_enc: 0.2702 loss_bbox_enc: 0.124 loss_giou_enc: 0.3941 loss_class_dn: 0.03918 loss_bbox_dn: 0.1215 loss_giou_dn: 0.3224 loss_class_dn_0: 0.09434 loss_bbox_dn_0: 0.211 loss_giou_dn_0: 0.4773 loss_class_dn_1: 0.06299 loss_bbox_dn_1: 0.148 loss_giou_dn_1: 0.3678 loss_class_dn_2: 0.04816 loss_bbox_dn_2: 0.128 loss_giou_dn_2: 0.3335 loss_class_dn_3: 0.04339 loss_bbox_dn_3: 0.1231 loss_giou_dn_3: 0.325 loss_class_dn_4: 0.04067 loss_bbox_dn_4: 0.1214 loss_giou_dn_4: 0.3224 time: 1.1177 data_time: 0.0953 lr: 0.0001 max_mem: 43695M [05/21 06:55:43 d2.utils.events]: eta: 1 day, 8:10:24 iter: 120099 total_loss: 8.323 loss_class: 0.2319 loss_bbox: 0.09871 loss_giou: 0.3467 loss_class_0: 0.2567 loss_bbox_0: 0.1099 loss_giou_0: 0.369 loss_class_1: 0.2443 loss_bbox_1: 0.1031 loss_giou_1: 0.3578 loss_class_2: 0.2377 loss_bbox_2: 0.09998 loss_giou_2: 0.3536 loss_class_3: 0.2371 loss_bbox_3: 0.09891 loss_giou_3: 0.3479 loss_class_4: 0.232 loss_bbox_4: 0.09834 loss_giou_4: 0.3481 loss_class_enc: 0.2723 loss_bbox_enc: 0.1218 loss_giou_enc: 0.3925 loss_class_dn: 0.03892 loss_bbox_dn: 0.122 loss_giou_dn: 0.3212 loss_class_dn_0: 0.09223 loss_bbox_dn_0: 0.2047 loss_giou_dn_0: 0.4762 loss_class_dn_1: 0.06018 loss_bbox_dn_1: 0.1454 loss_giou_dn_1: 0.3661 loss_class_dn_2: 0.04772 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.3334 loss_class_dn_3: 0.04359 loss_bbox_dn_3: 0.1229 loss_giou_dn_3: 0.3235 loss_class_dn_4: 0.0398 loss_bbox_dn_4: 0.122 loss_giou_dn_4: 0.3211 time: 1.1177 data_time: 0.1018 lr: 0.0001 max_mem: 43695M [05/21 06:56:39 d2.utils.events]: eta: 1 day, 8:08:31 iter: 120149 total_loss: 8.363 loss_class: 0.2296 loss_bbox: 0.1011 loss_giou: 0.3526 loss_class_0: 0.2548 loss_bbox_0: 0.1125 loss_giou_0: 0.3709 loss_class_1: 0.2407 loss_bbox_1: 0.1069 loss_giou_1: 0.3622 loss_class_2: 0.2361 loss_bbox_2: 0.1037 loss_giou_2: 0.357 loss_class_3: 0.2333 loss_bbox_3: 0.1005 loss_giou_3: 0.3538 loss_class_4: 0.2298 loss_bbox_4: 0.101 loss_giou_4: 0.3541 loss_class_enc: 0.2688 loss_bbox_enc: 0.1224 loss_giou_enc: 0.3967 loss_class_dn: 0.04002 loss_bbox_dn: 0.1227 loss_giou_dn: 0.3248 loss_class_dn_0: 0.0919 loss_bbox_dn_0: 0.2029 loss_giou_dn_0: 0.478 loss_class_dn_1: 0.06127 loss_bbox_dn_1: 0.1457 loss_giou_dn_1: 0.3659 loss_class_dn_2: 0.04886 loss_bbox_dn_2: 0.1278 loss_giou_dn_2: 0.3347 loss_class_dn_3: 0.04338 loss_bbox_dn_3: 0.1243 loss_giou_dn_3: 0.3267 loss_class_dn_4: 0.04073 loss_bbox_dn_4: 0.1228 loss_giou_dn_4: 0.3248 time: 1.1177 data_time: 0.1057 lr: 0.0001 max_mem: 43695M [05/21 06:57:36 d2.utils.events]: eta: 1 day, 8:09:04 iter: 120199 total_loss: 8.421 loss_class: 0.2364 loss_bbox: 0.09952 loss_giou: 0.3589 loss_class_0: 0.2631 loss_bbox_0: 0.1092 loss_giou_0: 0.3844 loss_class_1: 0.2509 loss_bbox_1: 0.1042 loss_giou_1: 0.3721 loss_class_2: 0.2441 loss_bbox_2: 0.09996 loss_giou_2: 0.3642 loss_class_3: 0.241 loss_bbox_3: 0.09965 loss_giou_3: 0.3618 loss_class_4: 0.2381 loss_bbox_4: 0.09874 loss_giou_4: 0.3602 loss_class_enc: 0.2762 loss_bbox_enc: 0.1193 loss_giou_enc: 0.4036 loss_class_dn: 0.03779 loss_bbox_dn: 0.1145 loss_giou_dn: 0.3312 loss_class_dn_0: 0.09031 loss_bbox_dn_0: 0.1887 loss_giou_dn_0: 0.4792 loss_class_dn_1: 0.06054 loss_bbox_dn_1: 0.1352 loss_giou_dn_1: 0.3748 loss_class_dn_2: 0.04721 loss_bbox_dn_2: 0.1194 loss_giou_dn_2: 0.3427 loss_class_dn_3: 0.04273 loss_bbox_dn_3: 0.1155 loss_giou_dn_3: 0.3336 loss_class_dn_4: 0.03899 loss_bbox_dn_4: 0.1145 loss_giou_dn_4: 0.3311 time: 1.1177 data_time: 0.1038 lr: 0.0001 max_mem: 43695M [05/21 06:58:31 d2.utils.events]: eta: 1 day, 8:08:49 iter: 120249 total_loss: 8.496 loss_class: 0.2308 loss_bbox: 0.1034 loss_giou: 0.3575 loss_class_0: 0.2572 loss_bbox_0: 0.1129 loss_giou_0: 0.378 loss_class_1: 0.2449 loss_bbox_1: 0.1083 loss_giou_1: 0.3657 loss_class_2: 0.2373 loss_bbox_2: 0.1054 loss_giou_2: 0.3638 loss_class_3: 0.235 loss_bbox_3: 0.1036 loss_giou_3: 0.3577 loss_class_4: 0.2325 loss_bbox_4: 0.1034 loss_giou_4: 0.356 loss_class_enc: 0.2693 loss_bbox_enc: 0.1225 loss_giou_enc: 0.4024 loss_class_dn: 0.03842 loss_bbox_dn: 0.1226 loss_giou_dn: 0.336 loss_class_dn_0: 0.08939 loss_bbox_dn_0: 0.1969 loss_giou_dn_0: 0.4848 loss_class_dn_1: 0.06012 loss_bbox_dn_1: 0.1421 loss_giou_dn_1: 0.375 loss_class_dn_2: 0.04796 loss_bbox_dn_2: 0.1271 loss_giou_dn_2: 0.3457 loss_class_dn_3: 0.04308 loss_bbox_dn_3: 0.1237 loss_giou_dn_3: 0.3375 loss_class_dn_4: 0.03994 loss_bbox_dn_4: 0.1226 loss_giou_dn_4: 0.3359 time: 1.1177 data_time: 0.0971 lr: 0.0001 max_mem: 43695M [05/21 06:59:28 d2.utils.events]: eta: 1 day, 8:07:14 iter: 120299 total_loss: 8.531 loss_class: 0.2317 loss_bbox: 0.1035 loss_giou: 0.3635 loss_class_0: 0.2595 loss_bbox_0: 0.1137 loss_giou_0: 0.3841 loss_class_1: 0.2441 loss_bbox_1: 0.1069 loss_giou_1: 0.3719 loss_class_2: 0.2388 loss_bbox_2: 0.1037 loss_giou_2: 0.3659 loss_class_3: 0.2352 loss_bbox_3: 0.1026 loss_giou_3: 0.3633 loss_class_4: 0.232 loss_bbox_4: 0.1034 loss_giou_4: 0.3633 loss_class_enc: 0.277 loss_bbox_enc: 0.1219 loss_giou_enc: 0.4057 loss_class_dn: 0.04048 loss_bbox_dn: 0.1276 loss_giou_dn: 0.3356 loss_class_dn_0: 0.09271 loss_bbox_dn_0: 0.2095 loss_giou_dn_0: 0.4858 loss_class_dn_1: 0.06293 loss_bbox_dn_1: 0.1515 loss_giou_dn_1: 0.3779 loss_class_dn_2: 0.05016 loss_bbox_dn_2: 0.1339 loss_giou_dn_2: 0.3466 loss_class_dn_3: 0.04502 loss_bbox_dn_3: 0.1293 loss_giou_dn_3: 0.3383 loss_class_dn_4: 0.04135 loss_bbox_dn_4: 0.1276 loss_giou_dn_4: 0.3355 time: 1.1177 data_time: 0.1025 lr: 0.0001 max_mem: 43695M [05/21 07:00:24 d2.utils.events]: eta: 1 day, 8:07:56 iter: 120349 total_loss: 8.492 loss_class: 0.2288 loss_bbox: 0.09936 loss_giou: 0.3527 loss_class_0: 0.255 loss_bbox_0: 0.1112 loss_giou_0: 0.3714 loss_class_1: 0.2436 loss_bbox_1: 0.1058 loss_giou_1: 0.3616 loss_class_2: 0.2361 loss_bbox_2: 0.1027 loss_giou_2: 0.3576 loss_class_3: 0.2333 loss_bbox_3: 0.1014 loss_giou_3: 0.3532 loss_class_4: 0.2301 loss_bbox_4: 0.09982 loss_giou_4: 0.3527 loss_class_enc: 0.271 loss_bbox_enc: 0.1222 loss_giou_enc: 0.3899 loss_class_dn: 0.03924 loss_bbox_dn: 0.1235 loss_giou_dn: 0.323 loss_class_dn_0: 0.09207 loss_bbox_dn_0: 0.2122 loss_giou_dn_0: 0.4801 loss_class_dn_1: 0.06237 loss_bbox_dn_1: 0.1502 loss_giou_dn_1: 0.3665 loss_class_dn_2: 0.0481 loss_bbox_dn_2: 0.1302 loss_giou_dn_2: 0.334 loss_class_dn_3: 0.04334 loss_bbox_dn_3: 0.1256 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.04022 loss_bbox_dn_4: 0.1236 loss_giou_dn_4: 0.3229 time: 1.1177 data_time: 0.1005 lr: 0.0001 max_mem: 43695M [05/21 07:01:20 d2.utils.events]: eta: 1 day, 8:06:20 iter: 120399 total_loss: 8.454 loss_class: 0.2311 loss_bbox: 0.1011 loss_giou: 0.3547 loss_class_0: 0.2595 loss_bbox_0: 0.1147 loss_giou_0: 0.3782 loss_class_1: 0.2472 loss_bbox_1: 0.1076 loss_giou_1: 0.3657 loss_class_2: 0.2401 loss_bbox_2: 0.1039 loss_giou_2: 0.3589 loss_class_3: 0.2355 loss_bbox_3: 0.1018 loss_giou_3: 0.3568 loss_class_4: 0.2327 loss_bbox_4: 0.1014 loss_giou_4: 0.3545 loss_class_enc: 0.2713 loss_bbox_enc: 0.1241 loss_giou_enc: 0.3998 loss_class_dn: 0.03872 loss_bbox_dn: 0.1237 loss_giou_dn: 0.3314 loss_class_dn_0: 0.09292 loss_bbox_dn_0: 0.2092 loss_giou_dn_0: 0.4825 loss_class_dn_1: 0.06153 loss_bbox_dn_1: 0.1482 loss_giou_dn_1: 0.3755 loss_class_dn_2: 0.04931 loss_bbox_dn_2: 0.1277 loss_giou_dn_2: 0.3411 loss_class_dn_3: 0.04434 loss_bbox_dn_3: 0.1244 loss_giou_dn_3: 0.3329 loss_class_dn_4: 0.04039 loss_bbox_dn_4: 0.1238 loss_giou_dn_4: 0.3314 time: 1.1177 data_time: 0.1014 lr: 0.0001 max_mem: 43695M [05/21 07:02:16 d2.utils.events]: eta: 1 day, 8:05:13 iter: 120449 total_loss: 8.388 loss_class: 0.2291 loss_bbox: 0.1007 loss_giou: 0.3481 loss_class_0: 0.2567 loss_bbox_0: 0.1106 loss_giou_0: 0.3686 loss_class_1: 0.2441 loss_bbox_1: 0.1052 loss_giou_1: 0.3602 loss_class_2: 0.2351 loss_bbox_2: 0.1023 loss_giou_2: 0.352 loss_class_3: 0.2324 loss_bbox_3: 0.1005 loss_giou_3: 0.3501 loss_class_4: 0.2284 loss_bbox_4: 0.1007 loss_giou_4: 0.3482 loss_class_enc: 0.2708 loss_bbox_enc: 0.1221 loss_giou_enc: 0.3984 loss_class_dn: 0.03778 loss_bbox_dn: 0.1244 loss_giou_dn: 0.3243 loss_class_dn_0: 0.09114 loss_bbox_dn_0: 0.2016 loss_giou_dn_0: 0.4748 loss_class_dn_1: 0.06086 loss_bbox_dn_1: 0.1468 loss_giou_dn_1: 0.3651 loss_class_dn_2: 0.04807 loss_bbox_dn_2: 0.1289 loss_giou_dn_2: 0.3353 loss_class_dn_3: 0.042 loss_bbox_dn_3: 0.1255 loss_giou_dn_3: 0.3269 loss_class_dn_4: 0.03913 loss_bbox_dn_4: 0.1244 loss_giou_dn_4: 0.3242 time: 1.1177 data_time: 0.1051 lr: 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[05/21 07:05:04 d2.utils.events]: eta: 1 day, 8:04:00 iter: 120599 total_loss: 8.241 loss_class: 0.2305 loss_bbox: 0.09692 loss_giou: 0.3495 loss_class_0: 0.2535 loss_bbox_0: 0.1068 loss_giou_0: 0.3703 loss_class_1: 0.2444 loss_bbox_1: 0.1016 loss_giou_1: 0.3576 loss_class_2: 0.235 loss_bbox_2: 0.0993 loss_giou_2: 0.3542 loss_class_3: 0.2334 loss_bbox_3: 0.09688 loss_giou_3: 0.3533 loss_class_4: 0.2309 loss_bbox_4: 0.09692 loss_giou_4: 0.3502 loss_class_enc: 0.2686 loss_bbox_enc: 0.1184 loss_giou_enc: 0.3962 loss_class_dn: 0.03848 loss_bbox_dn: 0.1176 loss_giou_dn: 0.3223 loss_class_dn_0: 0.09101 loss_bbox_dn_0: 0.2049 loss_giou_dn_0: 0.4744 loss_class_dn_1: 0.0602 loss_bbox_dn_1: 0.1419 loss_giou_dn_1: 0.3634 loss_class_dn_2: 0.04795 loss_bbox_dn_2: 0.123 loss_giou_dn_2: 0.3337 loss_class_dn_3: 0.04264 loss_bbox_dn_3: 0.1187 loss_giou_dn_3: 0.3242 loss_class_dn_4: 0.03977 loss_bbox_dn_4: 0.1176 loss_giou_dn_4: 0.3224 time: 1.1177 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 07:06:01 d2.utils.events]: eta: 1 day, 8:03:26 iter: 120649 total_loss: 8.375 loss_class: 0.2275 loss_bbox: 0.09981 loss_giou: 0.3555 loss_class_0: 0.2565 loss_bbox_0: 0.1106 loss_giou_0: 0.376 loss_class_1: 0.2432 loss_bbox_1: 0.1055 loss_giou_1: 0.3653 loss_class_2: 0.2344 loss_bbox_2: 0.1025 loss_giou_2: 0.3587 loss_class_3: 0.2316 loss_bbox_3: 0.1017 loss_giou_3: 0.3584 loss_class_4: 0.2283 loss_bbox_4: 0.09963 loss_giou_4: 0.3563 loss_class_enc: 0.2737 loss_bbox_enc: 0.1213 loss_giou_enc: 0.4022 loss_class_dn: 0.04104 loss_bbox_dn: 0.1234 loss_giou_dn: 0.328 loss_class_dn_0: 0.09294 loss_bbox_dn_0: 0.2038 loss_giou_dn_0: 0.4811 loss_class_dn_1: 0.06278 loss_bbox_dn_1: 0.1461 loss_giou_dn_1: 0.3738 loss_class_dn_2: 0.0506 loss_bbox_dn_2: 0.1279 loss_giou_dn_2: 0.3379 loss_class_dn_3: 0.04559 loss_bbox_dn_3: 0.1243 loss_giou_dn_3: 0.3292 loss_class_dn_4: 0.04212 loss_bbox_dn_4: 0.1234 loss_giou_dn_4: 0.3279 time: 1.1177 data_time: 0.1014 lr: 0.0001 max_mem: 43695M [05/21 07:06:57 d2.utils.events]: eta: 1 day, 8:01:30 iter: 120699 total_loss: 8.295 loss_class: 0.2244 loss_bbox: 0.1007 loss_giou: 0.3554 loss_class_0: 0.2517 loss_bbox_0: 0.1119 loss_giou_0: 0.3776 loss_class_1: 0.2383 loss_bbox_1: 0.1056 loss_giou_1: 0.3672 loss_class_2: 0.2319 loss_bbox_2: 0.1022 loss_giou_2: 0.3587 loss_class_3: 0.2288 loss_bbox_3: 0.1017 loss_giou_3: 0.3561 loss_class_4: 0.2247 loss_bbox_4: 0.1009 loss_giou_4: 0.3552 loss_class_enc: 0.2688 loss_bbox_enc: 0.1188 loss_giou_enc: 0.3995 loss_class_dn: 0.03784 loss_bbox_dn: 0.124 loss_giou_dn: 0.3224 loss_class_dn_0: 0.09021 loss_bbox_dn_0: 0.204 loss_giou_dn_0: 0.4736 loss_class_dn_1: 0.05872 loss_bbox_dn_1: 0.1485 loss_giou_dn_1: 0.366 loss_class_dn_2: 0.04718 loss_bbox_dn_2: 0.1286 loss_giou_dn_2: 0.3334 loss_class_dn_3: 0.0422 loss_bbox_dn_3: 0.1252 loss_giou_dn_3: 0.3243 loss_class_dn_4: 0.03878 loss_bbox_dn_4: 0.124 loss_giou_dn_4: 0.3222 time: 1.1177 data_time: 0.0973 lr: 0.0001 max_mem: 43695M [05/21 07:07:54 d2.utils.events]: eta: 1 day, 8:00:24 iter: 120749 total_loss: 8.446 loss_class: 0.2286 loss_bbox: 0.1014 loss_giou: 0.3632 loss_class_0: 0.2548 loss_bbox_0: 0.1143 loss_giou_0: 0.3846 loss_class_1: 0.241 loss_bbox_1: 0.1071 loss_giou_1: 0.3753 loss_class_2: 0.235 loss_bbox_2: 0.1037 loss_giou_2: 0.3673 loss_class_3: 0.2336 loss_bbox_3: 0.1021 loss_giou_3: 0.3638 loss_class_4: 0.2293 loss_bbox_4: 0.1019 loss_giou_4: 0.3623 loss_class_enc: 0.2721 loss_bbox_enc: 0.1259 loss_giou_enc: 0.4077 loss_class_dn: 0.03987 loss_bbox_dn: 0.1265 loss_giou_dn: 0.3326 loss_class_dn_0: 0.09358 loss_bbox_dn_0: 0.2073 loss_giou_dn_0: 0.4902 loss_class_dn_1: 0.06224 loss_bbox_dn_1: 0.151 loss_giou_dn_1: 0.3776 loss_class_dn_2: 0.04873 loss_bbox_dn_2: 0.131 loss_giou_dn_2: 0.3427 loss_class_dn_3: 0.0435 loss_bbox_dn_3: 0.1279 loss_giou_dn_3: 0.3352 loss_class_dn_4: 0.04088 loss_bbox_dn_4: 0.1266 loss_giou_dn_4: 0.3325 time: 1.1177 data_time: 0.0950 lr: 0.0001 max_mem: 43695M [05/21 07:08:50 d2.utils.events]: eta: 1 day, 7:59:16 iter: 120799 total_loss: 8.366 loss_class: 0.2236 loss_bbox: 0.103 loss_giou: 0.3582 loss_class_0: 0.253 loss_bbox_0: 0.1112 loss_giou_0: 0.3776 loss_class_1: 0.2391 loss_bbox_1: 0.1061 loss_giou_1: 0.3673 loss_class_2: 0.2301 loss_bbox_2: 0.1054 loss_giou_2: 0.3641 loss_class_3: 0.2272 loss_bbox_3: 0.1036 loss_giou_3: 0.3601 loss_class_4: 0.224 loss_bbox_4: 0.1026 loss_giou_4: 0.3576 loss_class_enc: 0.2659 loss_bbox_enc: 0.1205 loss_giou_enc: 0.4019 loss_class_dn: 0.03911 loss_bbox_dn: 0.1268 loss_giou_dn: 0.3296 loss_class_dn_0: 0.09119 loss_bbox_dn_0: 0.2065 loss_giou_dn_0: 0.4777 loss_class_dn_1: 0.05994 loss_bbox_dn_1: 0.149 loss_giou_dn_1: 0.3703 loss_class_dn_2: 0.048 loss_bbox_dn_2: 0.1322 loss_giou_dn_2: 0.3385 loss_class_dn_3: 0.04211 loss_bbox_dn_3: 0.128 loss_giou_dn_3: 0.3318 loss_class_dn_4: 0.04013 loss_bbox_dn_4: 0.1267 loss_giou_dn_4: 0.3296 time: 1.1177 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 07:09:47 d2.utils.events]: eta: 1 day, 7:56:15 iter: 120849 total_loss: 8.411 loss_class: 0.2273 loss_bbox: 0.1007 loss_giou: 0.3628 loss_class_0: 0.2571 loss_bbox_0: 0.1121 loss_giou_0: 0.384 loss_class_1: 0.2427 loss_bbox_1: 0.108 loss_giou_1: 0.3732 loss_class_2: 0.2354 loss_bbox_2: 0.1033 loss_giou_2: 0.3673 loss_class_3: 0.232 loss_bbox_3: 0.1014 loss_giou_3: 0.3643 loss_class_4: 0.23 loss_bbox_4: 0.1009 loss_giou_4: 0.3629 loss_class_enc: 0.2674 loss_bbox_enc: 0.1193 loss_giou_enc: 0.4071 loss_class_dn: 0.0396 loss_bbox_dn: 0.1177 loss_giou_dn: 0.3369 loss_class_dn_0: 0.09222 loss_bbox_dn_0: 0.2039 loss_giou_dn_0: 0.4855 loss_class_dn_1: 0.0619 loss_bbox_dn_1: 0.1415 loss_giou_dn_1: 0.3787 loss_class_dn_2: 0.05019 loss_bbox_dn_2: 0.1229 loss_giou_dn_2: 0.3463 loss_class_dn_3: 0.04429 loss_bbox_dn_3: 0.1185 loss_giou_dn_3: 0.3381 loss_class_dn_4: 0.04043 loss_bbox_dn_4: 0.1176 loss_giou_dn_4: 0.3365 time: 1.1177 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/21 07:10:44 d2.utils.events]: eta: 1 day, 7:55:13 iter: 120899 total_loss: 8.368 loss_class: 0.2244 loss_bbox: 0.09962 loss_giou: 0.3475 loss_class_0: 0.2521 loss_bbox_0: 0.1128 loss_giou_0: 0.3671 loss_class_1: 0.24 loss_bbox_1: 0.1077 loss_giou_1: 0.3571 loss_class_2: 0.2319 loss_bbox_2: 0.1027 loss_giou_2: 0.3513 loss_class_3: 0.2289 loss_bbox_3: 0.1008 loss_giou_3: 0.3494 loss_class_4: 0.2253 loss_bbox_4: 0.0998 loss_giou_4: 0.3475 loss_class_enc: 0.268 loss_bbox_enc: 0.1212 loss_giou_enc: 0.3942 loss_class_dn: 0.03988 loss_bbox_dn: 0.1237 loss_giou_dn: 0.3241 loss_class_dn_0: 0.09137 loss_bbox_dn_0: 0.2083 loss_giou_dn_0: 0.4814 loss_class_dn_1: 0.063 loss_bbox_dn_1: 0.1469 loss_giou_dn_1: 0.3709 loss_class_dn_2: 0.04824 loss_bbox_dn_2: 0.1283 loss_giou_dn_2: 0.3353 loss_class_dn_3: 0.04315 loss_bbox_dn_3: 0.1243 loss_giou_dn_3: 0.326 loss_class_dn_4: 0.04041 loss_bbox_dn_4: 0.1237 loss_giou_dn_4: 0.3242 time: 1.1178 data_time: 0.0965 lr: 0.0001 max_mem: 43695M [05/21 07:11:41 d2.utils.events]: eta: 1 day, 7:54:18 iter: 120949 total_loss: 8.303 loss_class: 0.224 loss_bbox: 0.09915 loss_giou: 0.3666 loss_class_0: 0.2501 loss_bbox_0: 0.1104 loss_giou_0: 0.3864 loss_class_1: 0.2372 loss_bbox_1: 0.1043 loss_giou_1: 0.3777 loss_class_2: 0.2328 loss_bbox_2: 0.1008 loss_giou_2: 0.3714 loss_class_3: 0.2293 loss_bbox_3: 0.1004 loss_giou_3: 0.3681 loss_class_4: 0.2258 loss_bbox_4: 0.09909 loss_giou_4: 0.3673 loss_class_enc: 0.2672 loss_bbox_enc: 0.1189 loss_giou_enc: 0.4089 loss_class_dn: 0.03696 loss_bbox_dn: 0.1149 loss_giou_dn: 0.3327 loss_class_dn_0: 0.08861 loss_bbox_dn_0: 0.1938 loss_giou_dn_0: 0.4812 loss_class_dn_1: 0.05738 loss_bbox_dn_1: 0.1369 loss_giou_dn_1: 0.3733 loss_class_dn_2: 0.04654 loss_bbox_dn_2: 0.1187 loss_giou_dn_2: 0.3418 loss_class_dn_3: 0.04136 loss_bbox_dn_3: 0.1153 loss_giou_dn_3: 0.3345 loss_class_dn_4: 0.03808 loss_bbox_dn_4: 0.1149 loss_giou_dn_4: 0.3325 time: 1.1178 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/21 07:12:37 d2.utils.events]: eta: 1 day, 7:52:59 iter: 120999 total_loss: 8.453 loss_class: 0.2323 loss_bbox: 0.1019 loss_giou: 0.3553 loss_class_0: 0.2587 loss_bbox_0: 0.111 loss_giou_0: 0.3747 loss_class_1: 0.2469 loss_bbox_1: 0.1067 loss_giou_1: 0.3667 loss_class_2: 0.2382 loss_bbox_2: 0.1026 loss_giou_2: 0.3599 loss_class_3: 0.2357 loss_bbox_3: 0.1021 loss_giou_3: 0.3553 loss_class_4: 0.2334 loss_bbox_4: 0.1016 loss_giou_4: 0.3548 loss_class_enc: 0.2727 loss_bbox_enc: 0.1217 loss_giou_enc: 0.4026 loss_class_dn: 0.03999 loss_bbox_dn: 0.1207 loss_giou_dn: 0.3305 loss_class_dn_0: 0.09443 loss_bbox_dn_0: 0.1989 loss_giou_dn_0: 0.4861 loss_class_dn_1: 0.0632 loss_bbox_dn_1: 0.1422 loss_giou_dn_1: 0.3767 loss_class_dn_2: 0.05101 loss_bbox_dn_2: 0.1249 loss_giou_dn_2: 0.3428 loss_class_dn_3: 0.04495 loss_bbox_dn_3: 0.121 loss_giou_dn_3: 0.3332 loss_class_dn_4: 0.04159 loss_bbox_dn_4: 0.1206 loss_giou_dn_4: 0.3305 time: 1.1178 data_time: 0.0959 lr: 0.0001 max_mem: 43695M [05/21 07:13:33 d2.utils.events]: eta: 1 day, 7:51:13 iter: 121049 total_loss: 8.306 loss_class: 0.2265 loss_bbox: 0.09993 loss_giou: 0.3561 loss_class_0: 0.2524 loss_bbox_0: 0.1102 loss_giou_0: 0.3758 loss_class_1: 0.2403 loss_bbox_1: 0.1042 loss_giou_1: 0.3668 loss_class_2: 0.2322 loss_bbox_2: 0.1015 loss_giou_2: 0.36 loss_class_3: 0.2314 loss_bbox_3: 0.1014 loss_giou_3: 0.3557 loss_class_4: 0.2274 loss_bbox_4: 0.1002 loss_giou_4: 0.3564 loss_class_enc: 0.2653 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3929 loss_class_dn: 0.03818 loss_bbox_dn: 0.1207 loss_giou_dn: 0.3231 loss_class_dn_0: 0.09337 loss_bbox_dn_0: 0.2053 loss_giou_dn_0: 0.4769 loss_class_dn_1: 0.06061 loss_bbox_dn_1: 0.1432 loss_giou_dn_1: 0.3674 loss_class_dn_2: 0.04597 loss_bbox_dn_2: 0.126 loss_giou_dn_2: 0.3333 loss_class_dn_3: 0.04184 loss_bbox_dn_3: 0.1219 loss_giou_dn_3: 0.3243 loss_class_dn_4: 0.03897 loss_bbox_dn_4: 0.1207 loss_giou_dn_4: 0.323 time: 1.1178 data_time: 0.0946 lr: 0.0001 max_mem: 43695M [05/21 07:14:29 d2.utils.events]: eta: 1 day, 7:50:51 iter: 121099 total_loss: 8.322 loss_class: 0.2248 loss_bbox: 0.09978 loss_giou: 0.3612 loss_class_0: 0.2511 loss_bbox_0: 0.1112 loss_giou_0: 0.3857 loss_class_1: 0.2375 loss_bbox_1: 0.1071 loss_giou_1: 0.3727 loss_class_2: 0.2314 loss_bbox_2: 0.1023 loss_giou_2: 0.3668 loss_class_3: 0.2291 loss_bbox_3: 0.1007 loss_giou_3: 0.3625 loss_class_4: 0.2266 loss_bbox_4: 0.09934 loss_giou_4: 0.3605 loss_class_enc: 0.2657 loss_bbox_enc: 0.1226 loss_giou_enc: 0.4079 loss_class_dn: 0.03823 loss_bbox_dn: 0.1232 loss_giou_dn: 0.3273 loss_class_dn_0: 0.09051 loss_bbox_dn_0: 0.2068 loss_giou_dn_0: 0.4759 loss_class_dn_1: 0.06084 loss_bbox_dn_1: 0.1476 loss_giou_dn_1: 0.3699 loss_class_dn_2: 0.04932 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.3392 loss_class_dn_3: 0.04436 loss_bbox_dn_3: 0.1245 loss_giou_dn_3: 0.3294 loss_class_dn_4: 0.03961 loss_bbox_dn_4: 0.1233 loss_giou_dn_4: 0.3273 time: 1.1178 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 07:15:26 d2.utils.events]: eta: 1 day, 7:50:33 iter: 121149 total_loss: 8.552 loss_class: 0.233 loss_bbox: 0.1015 loss_giou: 0.3558 loss_class_0: 0.2571 loss_bbox_0: 0.1147 loss_giou_0: 0.3803 loss_class_1: 0.2442 loss_bbox_1: 0.1061 loss_giou_1: 0.364 loss_class_2: 0.2391 loss_bbox_2: 0.1042 loss_giou_2: 0.3589 loss_class_3: 0.236 loss_bbox_3: 0.1029 loss_giou_3: 0.3586 loss_class_4: 0.2337 loss_bbox_4: 0.1019 loss_giou_4: 0.3567 loss_class_enc: 0.2745 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4045 loss_class_dn: 0.03921 loss_bbox_dn: 0.1232 loss_giou_dn: 0.3345 loss_class_dn_0: 0.09081 loss_bbox_dn_0: 0.2059 loss_giou_dn_0: 0.4789 loss_class_dn_1: 0.06068 loss_bbox_dn_1: 0.1463 loss_giou_dn_1: 0.3735 loss_class_dn_2: 0.04841 loss_bbox_dn_2: 0.1277 loss_giou_dn_2: 0.3436 loss_class_dn_3: 0.0428 loss_bbox_dn_3: 0.1244 loss_giou_dn_3: 0.3366 loss_class_dn_4: 0.04005 loss_bbox_dn_4: 0.1232 loss_giou_dn_4: 0.3345 time: 1.1178 data_time: 0.1027 lr: 0.0001 max_mem: 43695M [05/21 07:16:22 d2.utils.events]: eta: 1 day, 7:48:49 iter: 121199 total_loss: 8.247 loss_class: 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loss_giou: 0.356 loss_class_0: 0.2577 loss_bbox_0: 0.1142 loss_giou_0: 0.3763 loss_class_1: 0.2447 loss_bbox_1: 0.1115 loss_giou_1: 0.3655 loss_class_2: 0.2402 loss_bbox_2: 0.105 loss_giou_2: 0.3583 loss_class_3: 0.2371 loss_bbox_3: 0.1036 loss_giou_3: 0.3556 loss_class_4: 0.235 loss_bbox_4: 0.1029 loss_giou_4: 0.3543 loss_class_enc: 0.2739 loss_bbox_enc: 0.1244 loss_giou_enc: 0.4029 loss_class_dn: 0.03824 loss_bbox_dn: 0.1193 loss_giou_dn: 0.3282 loss_class_dn_0: 0.09174 loss_bbox_dn_0: 0.2039 loss_giou_dn_0: 0.4863 loss_class_dn_1: 0.06136 loss_bbox_dn_1: 0.1435 loss_giou_dn_1: 0.3741 loss_class_dn_2: 0.04747 loss_bbox_dn_2: 0.1248 loss_giou_dn_2: 0.3408 loss_class_dn_3: 0.04229 loss_bbox_dn_3: 0.1207 loss_giou_dn_3: 0.3308 loss_class_dn_4: 0.03928 loss_bbox_dn_4: 0.1191 loss_giou_dn_4: 0.328 time: 1.1178 data_time: 0.0993 lr: 0.0001 max_mem: 43695M [05/21 07:20:08 d2.utils.events]: eta: 1 day, 7:42:53 iter: 121399 total_loss: 8.544 loss_class: 0.233 loss_bbox: 0.1021 loss_giou: 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loss_class_0: 0.2551 loss_bbox_0: 0.1139 loss_giou_0: 0.3721 loss_class_1: 0.241 loss_bbox_1: 0.1096 loss_giou_1: 0.3638 loss_class_2: 0.2322 loss_bbox_2: 0.1057 loss_giou_2: 0.3547 loss_class_3: 0.2304 loss_bbox_3: 0.1042 loss_giou_3: 0.3526 loss_class_4: 0.2278 loss_bbox_4: 0.1042 loss_giou_4: 0.3509 loss_class_enc: 0.2687 loss_bbox_enc: 0.1244 loss_giou_enc: 0.391 loss_class_dn: 0.03822 loss_bbox_dn: 0.1261 loss_giou_dn: 0.3276 loss_class_dn_0: 0.09241 loss_bbox_dn_0: 0.2092 loss_giou_dn_0: 0.4718 loss_class_dn_1: 0.06164 loss_bbox_dn_1: 0.1482 loss_giou_dn_1: 0.369 loss_class_dn_2: 0.04719 loss_bbox_dn_2: 0.1307 loss_giou_dn_2: 0.3381 loss_class_dn_3: 0.04272 loss_bbox_dn_3: 0.1269 loss_giou_dn_3: 0.3293 loss_class_dn_4: 0.03903 loss_bbox_dn_4: 0.1262 loss_giou_dn_4: 0.3276 time: 1.1178 data_time: 0.1046 lr: 0.0001 max_mem: 43695M [05/21 07:22:02 d2.utils.events]: eta: 1 day, 7:42:55 iter: 121499 total_loss: 8.513 loss_class: 0.2319 loss_bbox: 0.1002 loss_giou: 0.3653 loss_class_0: 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loss_bbox_0: 0.1141 loss_giou_0: 0.377 loss_class_1: 0.2443 loss_bbox_1: 0.1083 loss_giou_1: 0.3662 loss_class_2: 0.2378 loss_bbox_2: 0.1054 loss_giou_2: 0.3594 loss_class_3: 0.2346 loss_bbox_3: 0.1026 loss_giou_3: 0.3569 loss_class_4: 0.2312 loss_bbox_4: 0.1028 loss_giou_4: 0.3567 loss_class_enc: 0.2718 loss_bbox_enc: 0.1255 loss_giou_enc: 0.4032 loss_class_dn: 0.03923 loss_bbox_dn: 0.1326 loss_giou_dn: 0.3341 loss_class_dn_0: 0.09289 loss_bbox_dn_0: 0.2175 loss_giou_dn_0: 0.4906 loss_class_dn_1: 0.06177 loss_bbox_dn_1: 0.158 loss_giou_dn_1: 0.3788 loss_class_dn_2: 0.04912 loss_bbox_dn_2: 0.1386 loss_giou_dn_2: 0.3448 loss_class_dn_3: 0.04396 loss_bbox_dn_3: 0.1338 loss_giou_dn_3: 0.336 loss_class_dn_4: 0.04066 loss_bbox_dn_4: 0.1327 loss_giou_dn_4: 0.334 time: 1.1178 data_time: 0.1007 lr: 0.0001 max_mem: 43695M [05/21 07:23:55 d2.utils.events]: eta: 1 day, 7:41:56 iter: 121599 total_loss: 8.343 loss_class: 0.2258 loss_bbox: 0.102 loss_giou: 0.3535 loss_class_0: 0.2558 loss_bbox_0: 0.1128 loss_giou_0: 0.3691 loss_class_1: 0.2415 loss_bbox_1: 0.1068 loss_giou_1: 0.3601 loss_class_2: 0.2352 loss_bbox_2: 0.1045 loss_giou_2: 0.3563 loss_class_3: 0.2296 loss_bbox_3: 0.1039 loss_giou_3: 0.3546 loss_class_4: 0.2266 loss_bbox_4: 0.1014 loss_giou_4: 0.353 loss_class_enc: 0.2697 loss_bbox_enc: 0.1247 loss_giou_enc: 0.3952 loss_class_dn: 0.03835 loss_bbox_dn: 0.1256 loss_giou_dn: 0.3297 loss_class_dn_0: 0.09156 loss_bbox_dn_0: 0.2076 loss_giou_dn_0: 0.4777 loss_class_dn_1: 0.0604 loss_bbox_dn_1: 0.1482 loss_giou_dn_1: 0.3706 loss_class_dn_2: 0.04641 loss_bbox_dn_2: 0.1302 loss_giou_dn_2: 0.3408 loss_class_dn_3: 0.04256 loss_bbox_dn_3: 0.1267 loss_giou_dn_3: 0.3317 loss_class_dn_4: 0.03944 loss_bbox_dn_4: 0.1256 loss_giou_dn_4: 0.3295 time: 1.1178 data_time: 0.1041 lr: 0.0001 max_mem: 43695M [05/21 07:24:51 d2.utils.events]: eta: 1 day, 7:39:00 iter: 121649 total_loss: 8.445 loss_class: 0.2293 loss_bbox: 0.1029 loss_giou: 0.3571 loss_class_0: 0.2571 loss_bbox_0: 0.1176 loss_giou_0: 0.3763 loss_class_1: 0.2452 loss_bbox_1: 0.1117 loss_giou_1: 0.3656 loss_class_2: 0.2363 loss_bbox_2: 0.1073 loss_giou_2: 0.3636 loss_class_3: 0.2343 loss_bbox_3: 0.1063 loss_giou_3: 0.3583 loss_class_4: 0.2304 loss_bbox_4: 0.1037 loss_giou_4: 0.3576 loss_class_enc: 0.2735 loss_bbox_enc: 0.1257 loss_giou_enc: 0.4021 loss_class_dn: 0.04123 loss_bbox_dn: 0.1286 loss_giou_dn: 0.3272 loss_class_dn_0: 0.09473 loss_bbox_dn_0: 0.2123 loss_giou_dn_0: 0.4816 loss_class_dn_1: 0.0635 loss_bbox_dn_1: 0.1516 loss_giou_dn_1: 0.3705 loss_class_dn_2: 0.05088 loss_bbox_dn_2: 0.1339 loss_giou_dn_2: 0.3371 loss_class_dn_3: 0.04468 loss_bbox_dn_3: 0.1297 loss_giou_dn_3: 0.329 loss_class_dn_4: 0.04197 loss_bbox_dn_4: 0.1285 loss_giou_dn_4: 0.3269 time: 1.1178 data_time: 0.0965 lr: 0.0001 max_mem: 43695M [05/21 07:25:48 d2.utils.events]: eta: 1 day, 7:39:31 iter: 121699 total_loss: 8.434 loss_class: 0.2301 loss_bbox: 0.1017 loss_giou: 0.3563 loss_class_0: 0.2567 loss_bbox_0: 0.1129 loss_giou_0: 0.3743 loss_class_1: 0.2446 loss_bbox_1: 0.1054 loss_giou_1: 0.3629 loss_class_2: 0.2366 loss_bbox_2: 0.1028 loss_giou_2: 0.3582 loss_class_3: 0.2339 loss_bbox_3: 0.1027 loss_giou_3: 0.3579 loss_class_4: 0.2302 loss_bbox_4: 0.1021 loss_giou_4: 0.3564 loss_class_enc: 0.2691 loss_bbox_enc: 0.1218 loss_giou_enc: 0.3982 loss_class_dn: 0.03856 loss_bbox_dn: 0.1241 loss_giou_dn: 0.3275 loss_class_dn_0: 0.09264 loss_bbox_dn_0: 0.2099 loss_giou_dn_0: 0.4765 loss_class_dn_1: 0.06283 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.375 loss_class_dn_2: 0.05044 loss_bbox_dn_2: 0.1301 loss_giou_dn_2: 0.3398 loss_class_dn_3: 0.04501 loss_bbox_dn_3: 0.125 loss_giou_dn_3: 0.3298 loss_class_dn_4: 0.03958 loss_bbox_dn_4: 0.1241 loss_giou_dn_4: 0.3274 time: 1.1178 data_time: 0.0945 lr: 0.0001 max_mem: 43695M [05/21 07:26:46 d2.utils.events]: eta: 1 day, 7:38:36 iter: 121749 total_loss: 8.475 loss_class: 0.227 loss_bbox: 0.105 loss_giou: 0.3619 loss_class_0: 0.2518 loss_bbox_0: 0.1156 loss_giou_0: 0.3821 loss_class_1: 0.2372 loss_bbox_1: 0.1091 loss_giou_1: 0.3696 loss_class_2: 0.2336 loss_bbox_2: 0.1058 loss_giou_2: 0.3617 loss_class_3: 0.2307 loss_bbox_3: 0.105 loss_giou_3: 0.3616 loss_class_4: 0.2272 loss_bbox_4: 0.1042 loss_giou_4: 0.3614 loss_class_enc: 0.2635 loss_bbox_enc: 0.124 loss_giou_enc: 0.4022 loss_class_dn: 0.03868 loss_bbox_dn: 0.1226 loss_giou_dn: 0.3363 loss_class_dn_0: 0.09142 loss_bbox_dn_0: 0.2059 loss_giou_dn_0: 0.4898 loss_class_dn_1: 0.06141 loss_bbox_dn_1: 0.1462 loss_giou_dn_1: 0.3818 loss_class_dn_2: 0.04726 loss_bbox_dn_2: 0.129 loss_giou_dn_2: 0.348 loss_class_dn_3: 0.04222 loss_bbox_dn_3: 0.1249 loss_giou_dn_3: 0.3391 loss_class_dn_4: 0.03936 loss_bbox_dn_4: 0.1225 loss_giou_dn_4: 0.3362 time: 1.1178 data_time: 0.0955 lr: 0.0001 max_mem: 43695M [05/21 07:27:42 d2.utils.events]: eta: 1 day, 7:37:41 iter: 121799 total_loss: 8.502 loss_class: 0.2298 loss_bbox: 0.1053 loss_giou: 0.3625 loss_class_0: 0.2568 loss_bbox_0: 0.112 loss_giou_0: 0.3842 loss_class_1: 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loss_class_2: 0.2278 loss_bbox_2: 0.1041 loss_giou_2: 0.3631 loss_class_3: 0.2265 loss_bbox_3: 0.1031 loss_giou_3: 0.3602 loss_class_4: 0.2222 loss_bbox_4: 0.1029 loss_giou_4: 0.3602 loss_class_enc: 0.2645 loss_bbox_enc: 0.1213 loss_giou_enc: 0.4011 loss_class_dn: 0.03834 loss_bbox_dn: 0.1211 loss_giou_dn: 0.327 loss_class_dn_0: 0.0901 loss_bbox_dn_0: 0.2011 loss_giou_dn_0: 0.484 loss_class_dn_1: 0.06055 loss_bbox_dn_1: 0.1418 loss_giou_dn_1: 0.3712 loss_class_dn_2: 0.0493 loss_bbox_dn_2: 0.1253 loss_giou_dn_2: 0.3385 loss_class_dn_3: 0.04402 loss_bbox_dn_3: 0.1218 loss_giou_dn_3: 0.3288 loss_class_dn_4: 0.03956 loss_bbox_dn_4: 0.1211 loss_giou_dn_4: 0.3269 time: 1.1178 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 07:34:16 d2.utils.events]: eta: 1 day, 7:29:09 iter: 122149 total_loss: 8.511 loss_class: 0.2251 loss_bbox: 0.1022 loss_giou: 0.3597 loss_class_0: 0.2511 loss_bbox_0: 0.1131 loss_giou_0: 0.3782 loss_class_1: 0.2371 loss_bbox_1: 0.11 loss_giou_1: 0.3729 loss_class_2: 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loss_bbox_2: 0.1019 loss_giou_2: 0.3552 loss_class_3: 0.2255 loss_bbox_3: 0.1012 loss_giou_3: 0.3503 loss_class_4: 0.2231 loss_bbox_4: 0.101 loss_giou_4: 0.3495 loss_class_enc: 0.2621 loss_bbox_enc: 0.1224 loss_giou_enc: 0.3963 loss_class_dn: 0.03788 loss_bbox_dn: 0.1251 loss_giou_dn: 0.3229 loss_class_dn_0: 0.0892 loss_bbox_dn_0: 0.2089 loss_giou_dn_0: 0.4715 loss_class_dn_1: 0.06026 loss_bbox_dn_1: 0.1478 loss_giou_dn_1: 0.3635 loss_class_dn_2: 0.04783 loss_bbox_dn_2: 0.1298 loss_giou_dn_2: 0.3337 loss_class_dn_3: 0.04241 loss_bbox_dn_3: 0.1252 loss_giou_dn_3: 0.3246 loss_class_dn_4: 0.03925 loss_bbox_dn_4: 0.1252 loss_giou_dn_4: 0.3227 time: 1.1178 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 07:36:09 d2.utils.events]: eta: 1 day, 7:31:27 iter: 122249 total_loss: 8.345 loss_class: 0.2261 loss_bbox: 0.09624 loss_giou: 0.3508 loss_class_0: 0.2539 loss_bbox_0: 0.108 loss_giou_0: 0.3744 loss_class_1: 0.2385 loss_bbox_1: 0.1033 loss_giou_1: 0.3612 loss_class_2: 0.2327 loss_bbox_2: 0.0984 loss_giou_2: 0.3543 loss_class_3: 0.231 loss_bbox_3: 0.09753 loss_giou_3: 0.3512 loss_class_4: 0.228 loss_bbox_4: 0.09676 loss_giou_4: 0.3506 loss_class_enc: 0.2731 loss_bbox_enc: 0.1171 loss_giou_enc: 0.3995 loss_class_dn: 0.03796 loss_bbox_dn: 0.1177 loss_giou_dn: 0.3288 loss_class_dn_0: 0.08997 loss_bbox_dn_0: 0.1913 loss_giou_dn_0: 0.4834 loss_class_dn_1: 0.06138 loss_bbox_dn_1: 0.1348 loss_giou_dn_1: 0.3735 loss_class_dn_2: 0.04884 loss_bbox_dn_2: 0.1214 loss_giou_dn_2: 0.339 loss_class_dn_3: 0.04397 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.33 loss_class_dn_4: 0.03959 loss_bbox_dn_4: 0.1178 loss_giou_dn_4: 0.3288 time: 1.1178 data_time: 0.0939 lr: 0.0001 max_mem: 43695M [05/21 07:37:05 d2.utils.events]: eta: 1 day, 7:29:32 iter: 122299 total_loss: 8.282 loss_class: 0.2312 loss_bbox: 0.1034 loss_giou: 0.3521 loss_class_0: 0.2571 loss_bbox_0: 0.1155 loss_giou_0: 0.3742 loss_class_1: 0.2459 loss_bbox_1: 0.1092 loss_giou_1: 0.3645 loss_class_2: 0.2385 loss_bbox_2: 0.1068 loss_giou_2: 0.3576 loss_class_3: 0.2351 loss_bbox_3: 0.1036 loss_giou_3: 0.3539 loss_class_4: 0.2313 loss_bbox_4: 0.1028 loss_giou_4: 0.3519 loss_class_enc: 0.2757 loss_bbox_enc: 0.1239 loss_giou_enc: 0.3993 loss_class_dn: 0.03967 loss_bbox_dn: 0.1247 loss_giou_dn: 0.3178 loss_class_dn_0: 0.09357 loss_bbox_dn_0: 0.2106 loss_giou_dn_0: 0.4699 loss_class_dn_1: 0.06228 loss_bbox_dn_1: 0.1478 loss_giou_dn_1: 0.3605 loss_class_dn_2: 0.04949 loss_bbox_dn_2: 0.13 loss_giou_dn_2: 0.3272 loss_class_dn_3: 0.04436 loss_bbox_dn_3: 0.126 loss_giou_dn_3: 0.32 loss_class_dn_4: 0.04114 loss_bbox_dn_4: 0.1246 loss_giou_dn_4: 0.3179 time: 1.1178 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/21 07:38:02 d2.utils.events]: eta: 1 day, 7:30:44 iter: 122349 total_loss: 8.319 loss_class: 0.2265 loss_bbox: 0.0997 loss_giou: 0.3584 loss_class_0: 0.2525 loss_bbox_0: 0.1108 loss_giou_0: 0.3799 loss_class_1: 0.2393 loss_bbox_1: 0.104 loss_giou_1: 0.3712 loss_class_2: 0.2332 loss_bbox_2: 0.1009 loss_giou_2: 0.3644 loss_class_3: 0.2306 loss_bbox_3: 0.1001 loss_giou_3: 0.3601 loss_class_4: 0.2284 loss_bbox_4: 0.09896 loss_giou_4: 0.359 loss_class_enc: 0.2652 loss_bbox_enc: 0.1236 loss_giou_enc: 0.3999 loss_class_dn: 0.03744 loss_bbox_dn: 0.1229 loss_giou_dn: 0.3281 loss_class_dn_0: 0.09023 loss_bbox_dn_0: 0.2044 loss_giou_dn_0: 0.4884 loss_class_dn_1: 0.06012 loss_bbox_dn_1: 0.144 loss_giou_dn_1: 0.3686 loss_class_dn_2: 0.04834 loss_bbox_dn_2: 0.1282 loss_giou_dn_2: 0.3385 loss_class_dn_3: 0.0425 loss_bbox_dn_3: 0.1245 loss_giou_dn_3: 0.33 loss_class_dn_4: 0.03872 loss_bbox_dn_4: 0.123 loss_giou_dn_4: 0.3281 time: 1.1178 data_time: 0.0970 lr: 0.0001 max_mem: 43695M [05/21 07:38:57 d2.utils.events]: eta: 1 day, 7:29:24 iter: 122399 total_loss: 8.289 loss_class: 0.2249 loss_bbox: 0.1015 loss_giou: 0.3562 loss_class_0: 0.2501 loss_bbox_0: 0.1104 loss_giou_0: 0.3791 loss_class_1: 0.2351 loss_bbox_1: 0.1046 loss_giou_1: 0.3706 loss_class_2: 0.2294 loss_bbox_2: 0.1024 loss_giou_2: 0.3604 loss_class_3: 0.2279 loss_bbox_3: 0.1011 loss_giou_3: 0.3582 loss_class_4: 0.2243 loss_bbox_4: 0.1023 loss_giou_4: 0.3568 loss_class_enc: 0.2644 loss_bbox_enc: 0.1171 loss_giou_enc: 0.3991 loss_class_dn: 0.03752 loss_bbox_dn: 0.1204 loss_giou_dn: 0.3287 loss_class_dn_0: 0.08747 loss_bbox_dn_0: 0.2021 loss_giou_dn_0: 0.4814 loss_class_dn_1: 0.05777 loss_bbox_dn_1: 0.1434 loss_giou_dn_1: 0.372 loss_class_dn_2: 0.04677 loss_bbox_dn_2: 0.1245 loss_giou_dn_2: 0.3398 loss_class_dn_3: 0.04117 loss_bbox_dn_3: 0.1213 loss_giou_dn_3: 0.3306 loss_class_dn_4: 0.03835 loss_bbox_dn_4: 0.1205 loss_giou_dn_4: 0.3286 time: 1.1178 data_time: 0.0963 lr: 0.0001 max_mem: 43695M [05/21 07:39:54 d2.utils.events]: eta: 1 day, 7:26:46 iter: 122449 total_loss: 8.291 loss_class: 0.2208 loss_bbox: 0.1036 loss_giou: 0.3522 loss_class_0: 0.2463 loss_bbox_0: 0.1142 loss_giou_0: 0.3698 loss_class_1: 0.2354 loss_bbox_1: 0.1087 loss_giou_1: 0.359 loss_class_2: 0.2276 loss_bbox_2: 0.1063 loss_giou_2: 0.3543 loss_class_3: 0.2256 loss_bbox_3: 0.104 loss_giou_3: 0.3516 loss_class_4: 0.2242 loss_bbox_4: 0.1021 loss_giou_4: 0.3512 loss_class_enc: 0.2649 loss_bbox_enc: 0.1246 loss_giou_enc: 0.3967 loss_class_dn: 0.03635 loss_bbox_dn: 0.122 loss_giou_dn: 0.329 loss_class_dn_0: 0.09101 loss_bbox_dn_0: 0.2107 loss_giou_dn_0: 0.4773 loss_class_dn_1: 0.0598 loss_bbox_dn_1: 0.1468 loss_giou_dn_1: 0.3712 loss_class_dn_2: 0.04704 loss_bbox_dn_2: 0.128 loss_giou_dn_2: 0.3391 loss_class_dn_3: 0.04163 loss_bbox_dn_3: 0.1233 loss_giou_dn_3: 0.3313 loss_class_dn_4: 0.03797 loss_bbox_dn_4: 0.1221 loss_giou_dn_4: 0.329 time: 1.1178 data_time: 0.0978 lr: 0.0001 max_mem: 43695M [05/21 07:40:51 d2.utils.events]: eta: 1 day, 7:24:07 iter: 122499 total_loss: 8.537 loss_class: 0.232 loss_bbox: 0.09978 loss_giou: 0.3559 loss_class_0: 0.2607 loss_bbox_0: 0.1126 loss_giou_0: 0.3797 loss_class_1: 0.2469 loss_bbox_1: 0.1066 loss_giou_1: 0.3681 loss_class_2: 0.2401 loss_bbox_2: 0.1042 loss_giou_2: 0.3579 loss_class_3: 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loss_bbox_3: 0.1014 loss_giou_3: 0.3448 loss_class_4: 0.2251 loss_bbox_4: 0.1016 loss_giou_4: 0.3423 loss_class_enc: 0.2646 loss_bbox_enc: 0.1229 loss_giou_enc: 0.3962 loss_class_dn: 0.03668 loss_bbox_dn: 0.1225 loss_giou_dn: 0.3195 loss_class_dn_0: 0.08836 loss_bbox_dn_0: 0.2095 loss_giou_dn_0: 0.471 loss_class_dn_1: 0.05868 loss_bbox_dn_1: 0.148 loss_giou_dn_1: 0.3598 loss_class_dn_2: 0.04626 loss_bbox_dn_2: 0.1302 loss_giou_dn_2: 0.3313 loss_class_dn_3: 0.04109 loss_bbox_dn_3: 0.124 loss_giou_dn_3: 0.3222 loss_class_dn_4: 0.03768 loss_bbox_dn_4: 0.1225 loss_giou_dn_4: 0.3195 time: 1.1178 data_time: 0.1016 lr: 0.0001 max_mem: 43695M [05/21 07:42:43 d2.utils.events]: eta: 1 day, 7:20:17 iter: 122599 total_loss: 8.143 loss_class: 0.2222 loss_bbox: 0.1001 loss_giou: 0.3575 loss_class_0: 0.2476 loss_bbox_0: 0.1094 loss_giou_0: 0.374 loss_class_1: 0.2345 loss_bbox_1: 0.1036 loss_giou_1: 0.3645 loss_class_2: 0.2299 loss_bbox_2: 0.1019 loss_giou_2: 0.3626 loss_class_3: 0.2255 loss_bbox_3: 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loss_class_4: 0.2204 loss_bbox_4: 0.09799 loss_giou_4: 0.3572 loss_class_enc: 0.2611 loss_bbox_enc: 0.1184 loss_giou_enc: 0.3938 loss_class_dn: 0.03677 loss_bbox_dn: 0.1224 loss_giou_dn: 0.3271 loss_class_dn_0: 0.08876 loss_bbox_dn_0: 0.2011 loss_giou_dn_0: 0.4705 loss_class_dn_1: 0.05733 loss_bbox_dn_1: 0.145 loss_giou_dn_1: 0.3667 loss_class_dn_2: 0.04562 loss_bbox_dn_2: 0.1281 loss_giou_dn_2: 0.3375 loss_class_dn_3: 0.04061 loss_bbox_dn_3: 0.1234 loss_giou_dn_3: 0.3287 loss_class_dn_4: 0.03776 loss_bbox_dn_4: 0.1224 loss_giou_dn_4: 0.3269 time: 1.1178 data_time: 0.0955 lr: 0.0001 max_mem: 43695M [05/21 07:47:25 d2.utils.events]: eta: 1 day, 7:14:41 iter: 122849 total_loss: 8.313 loss_class: 0.2247 loss_bbox: 0.09622 loss_giou: 0.3676 loss_class_0: 0.2551 loss_bbox_0: 0.1048 loss_giou_0: 0.3871 loss_class_1: 0.2393 loss_bbox_1: 0.1008 loss_giou_1: 0.3798 loss_class_2: 0.2333 loss_bbox_2: 0.09873 loss_giou_2: 0.3744 loss_class_3: 0.229 loss_bbox_3: 0.09769 loss_giou_3: 0.3694 loss_class_4: 0.225 loss_bbox_4: 0.09623 loss_giou_4: 0.3671 loss_class_enc: 0.2691 loss_bbox_enc: 0.1152 loss_giou_enc: 0.4079 loss_class_dn: 0.03785 loss_bbox_dn: 0.1145 loss_giou_dn: 0.3274 loss_class_dn_0: 0.09091 loss_bbox_dn_0: 0.1922 loss_giou_dn_0: 0.4763 loss_class_dn_1: 0.0606 loss_bbox_dn_1: 0.1351 loss_giou_dn_1: 0.3698 loss_class_dn_2: 0.0474 loss_bbox_dn_2: 0.1188 loss_giou_dn_2: 0.3376 loss_class_dn_3: 0.04156 loss_bbox_dn_3: 0.1154 loss_giou_dn_3: 0.3293 loss_class_dn_4: 0.03846 loss_bbox_dn_4: 0.1145 loss_giou_dn_4: 0.3274 time: 1.1178 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 07:48:21 d2.utils.events]: eta: 1 day, 7:14:11 iter: 122899 total_loss: 8.278 loss_class: 0.2236 loss_bbox: 0.09958 loss_giou: 0.3468 loss_class_0: 0.257 loss_bbox_0: 0.1094 loss_giou_0: 0.3654 loss_class_1: 0.24 loss_bbox_1: 0.1038 loss_giou_1: 0.3554 loss_class_2: 0.2329 loss_bbox_2: 0.1014 loss_giou_2: 0.3488 loss_class_3: 0.2293 loss_bbox_3: 0.09946 loss_giou_3: 0.3461 loss_class_4: 0.2255 loss_bbox_4: 0.09852 loss_giou_4: 0.3458 loss_class_enc: 0.2687 loss_bbox_enc: 0.1219 loss_giou_enc: 0.3947 loss_class_dn: 0.0379 loss_bbox_dn: 0.1273 loss_giou_dn: 0.3271 loss_class_dn_0: 0.0903 loss_bbox_dn_0: 0.2099 loss_giou_dn_0: 0.4799 loss_class_dn_1: 0.05901 loss_bbox_dn_1: 0.1497 loss_giou_dn_1: 0.3673 loss_class_dn_2: 0.04795 loss_bbox_dn_2: 0.1329 loss_giou_dn_2: 0.3373 loss_class_dn_3: 0.04231 loss_bbox_dn_3: 0.129 loss_giou_dn_3: 0.3283 loss_class_dn_4: 0.03883 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3269 time: 1.1178 data_time: 0.0970 lr: 0.0001 max_mem: 43695M [05/21 07:49:17 d2.utils.events]: eta: 1 day, 7:12:43 iter: 122949 total_loss: 8.344 loss_class: 0.2251 loss_bbox: 0.1026 loss_giou: 0.3533 loss_class_0: 0.2504 loss_bbox_0: 0.114 loss_giou_0: 0.3765 loss_class_1: 0.2382 loss_bbox_1: 0.1091 loss_giou_1: 0.3673 loss_class_2: 0.2311 loss_bbox_2: 0.1052 loss_giou_2: 0.3583 loss_class_3: 0.2292 loss_bbox_3: 0.1035 loss_giou_3: 0.3546 loss_class_4: 0.2253 loss_bbox_4: 0.1024 loss_giou_4: 0.3532 loss_class_enc: 0.2654 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4 loss_class_dn: 0.03762 loss_bbox_dn: 0.1181 loss_giou_dn: 0.3288 loss_class_dn_0: 0.09087 loss_bbox_dn_0: 0.1983 loss_giou_dn_0: 0.4745 loss_class_dn_1: 0.06027 loss_bbox_dn_1: 0.1403 loss_giou_dn_1: 0.3685 loss_class_dn_2: 0.04657 loss_bbox_dn_2: 0.1234 loss_giou_dn_2: 0.3384 loss_class_dn_3: 0.04221 loss_bbox_dn_3: 0.1195 loss_giou_dn_3: 0.33 loss_class_dn_4: 0.03835 loss_bbox_dn_4: 0.1181 loss_giou_dn_4: 0.3287 time: 1.1178 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 07:50:13 d2.utils.events]: eta: 1 day, 7:12:34 iter: 122999 total_loss: 8.277 loss_class: 0.2251 loss_bbox: 0.1014 loss_giou: 0.3492 loss_class_0: 0.251 loss_bbox_0: 0.1138 loss_giou_0: 0.3717 loss_class_1: 0.2363 loss_bbox_1: 0.1075 loss_giou_1: 0.3595 loss_class_2: 0.2306 loss_bbox_2: 0.1044 loss_giou_2: 0.3535 loss_class_3: 0.2287 loss_bbox_3: 0.1015 loss_giou_3: 0.3495 loss_class_4: 0.2258 loss_bbox_4: 0.101 loss_giou_4: 0.3497 loss_class_enc: 0.2649 loss_bbox_enc: 0.1276 loss_giou_enc: 0.3947 loss_class_dn: 0.03846 loss_bbox_dn: 0.1288 loss_giou_dn: 0.3247 loss_class_dn_0: 0.09155 loss_bbox_dn_0: 0.2101 loss_giou_dn_0: 0.4736 loss_class_dn_1: 0.06151 loss_bbox_dn_1: 0.1522 loss_giou_dn_1: 0.3675 loss_class_dn_2: 0.04796 loss_bbox_dn_2: 0.1348 loss_giou_dn_2: 0.335 loss_class_dn_3: 0.0424 loss_bbox_dn_3: 0.1299 loss_giou_dn_3: 0.3268 loss_class_dn_4: 0.03921 loss_bbox_dn_4: 0.1289 loss_giou_dn_4: 0.3247 time: 1.1178 data_time: 0.1045 lr: 0.0001 max_mem: 43695M [05/21 07:51:10 d2.utils.events]: eta: 1 day, 7:11:59 iter: 123049 total_loss: 8.193 loss_class: 0.2243 loss_bbox: 0.09862 loss_giou: 0.3551 loss_class_0: 0.2512 loss_bbox_0: 0.1064 loss_giou_0: 0.3763 loss_class_1: 0.2375 loss_bbox_1: 0.1017 loss_giou_1: 0.3646 loss_class_2: 0.2302 loss_bbox_2: 0.09904 loss_giou_2: 0.3593 loss_class_3: 0.2268 loss_bbox_3: 0.09814 loss_giou_3: 0.3566 loss_class_4: 0.2246 loss_bbox_4: 0.09727 loss_giou_4: 0.3554 loss_class_enc: 0.2656 loss_bbox_enc: 0.1166 loss_giou_enc: 0.3999 loss_class_dn: 0.04037 loss_bbox_dn: 0.1193 loss_giou_dn: 0.3218 loss_class_dn_0: 0.08952 loss_bbox_dn_0: 0.2006 loss_giou_dn_0: 0.4746 loss_class_dn_1: 0.06031 loss_bbox_dn_1: 0.1415 loss_giou_dn_1: 0.3664 loss_class_dn_2: 0.04885 loss_bbox_dn_2: 0.1248 loss_giou_dn_2: 0.3326 loss_class_dn_3: 0.0433 loss_bbox_dn_3: 0.1206 loss_giou_dn_3: 0.3236 loss_class_dn_4: 0.04078 loss_bbox_dn_4: 0.1194 loss_giou_dn_4: 0.3214 time: 1.1178 data_time: 0.1046 lr: 0.0001 max_mem: 43695M [05/21 07:52:06 d2.utils.events]: eta: 1 day, 7:11:26 iter: 123099 total_loss: 8.259 loss_class: 0.2292 loss_bbox: 0.09689 loss_giou: 0.3544 loss_class_0: 0.2538 loss_bbox_0: 0.1093 loss_giou_0: 0.3775 loss_class_1: 0.2425 loss_bbox_1: 0.1016 loss_giou_1: 0.3653 loss_class_2: 0.2346 loss_bbox_2: 0.09978 loss_giou_2: 0.3612 loss_class_3: 0.2336 loss_bbox_3: 0.09725 loss_giou_3: 0.3569 loss_class_4: 0.2304 loss_bbox_4: 0.09673 loss_giou_4: 0.3544 loss_class_enc: 0.2692 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3982 loss_class_dn: 0.03924 loss_bbox_dn: 0.1235 loss_giou_dn: 0.3287 loss_class_dn_0: 0.09417 loss_bbox_dn_0: 0.1992 loss_giou_dn_0: 0.4762 loss_class_dn_1: 0.06166 loss_bbox_dn_1: 0.1476 loss_giou_dn_1: 0.3729 loss_class_dn_2: 0.04895 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.3403 loss_class_dn_3: 0.04349 loss_bbox_dn_3: 0.1248 loss_giou_dn_3: 0.331 loss_class_dn_4: 0.04028 loss_bbox_dn_4: 0.1234 loss_giou_dn_4: 0.3288 time: 1.1179 data_time: 0.1000 lr: 0.0001 max_mem: 43695M [05/21 07:53:03 d2.utils.events]: eta: 1 day, 7:11:37 iter: 123149 total_loss: 8.301 loss_class: 0.2307 loss_bbox: 0.1039 loss_giou: 0.3538 loss_class_0: 0.2578 loss_bbox_0: 0.1125 loss_giou_0: 0.3725 loss_class_1: 0.2478 loss_bbox_1: 0.1067 loss_giou_1: 0.3588 loss_class_2: 0.2389 loss_bbox_2: 0.1042 loss_giou_2: 0.3578 loss_class_3: 0.2361 loss_bbox_3: 0.103 loss_giou_3: 0.3543 loss_class_4: 0.2318 loss_bbox_4: 0.1028 loss_giou_4: 0.3531 loss_class_enc: 0.273 loss_bbox_enc: 0.1206 loss_giou_enc: 0.3931 loss_class_dn: 0.0388 loss_bbox_dn: 0.1279 loss_giou_dn: 0.326 loss_class_dn_0: 0.09269 loss_bbox_dn_0: 0.2096 loss_giou_dn_0: 0.4709 loss_class_dn_1: 0.06163 loss_bbox_dn_1: 0.1518 loss_giou_dn_1: 0.3679 loss_class_dn_2: 0.0496 loss_bbox_dn_2: 0.134 loss_giou_dn_2: 0.3382 loss_class_dn_3: 0.04306 loss_bbox_dn_3: 0.1294 loss_giou_dn_3: 0.3288 loss_class_dn_4: 0.03969 loss_bbox_dn_4: 0.1279 loss_giou_dn_4: 0.326 time: 1.1179 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 07:53:59 d2.utils.events]: eta: 1 day, 7:09:29 iter: 123199 total_loss: 8.278 loss_class: 0.2198 loss_bbox: 0.1005 loss_giou: 0.3619 loss_class_0: 0.2445 loss_bbox_0: 0.1128 loss_giou_0: 0.3819 loss_class_1: 0.2334 loss_bbox_1: 0.1057 loss_giou_1: 0.3701 loss_class_2: 0.2267 loss_bbox_2: 0.1026 loss_giou_2: 0.3646 loss_class_3: 0.2237 loss_bbox_3: 0.1011 loss_giou_3: 0.363 loss_class_4: 0.2204 loss_bbox_4: 0.1004 loss_giou_4: 0.3624 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loss_class_dn_0: 0.094 loss_bbox_dn_0: 0.2095 loss_giou_dn_0: 0.4788 loss_class_dn_1: 0.06307 loss_bbox_dn_1: 0.15 loss_giou_dn_1: 0.3674 loss_class_dn_2: 0.05125 loss_bbox_dn_2: 0.1327 loss_giou_dn_2: 0.3336 loss_class_dn_3: 0.04497 loss_bbox_dn_3: 0.1282 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.04178 loss_bbox_dn_4: 0.127 loss_giou_dn_4: 0.3236 time: 1.1179 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 08:20:13 d2.utils.events]: eta: 1 day, 6:44:33 iter: 124599 total_loss: 8.304 loss_class: 0.224 loss_bbox: 0.09946 loss_giou: 0.3528 loss_class_0: 0.2544 loss_bbox_0: 0.1109 loss_giou_0: 0.3744 loss_class_1: 0.2404 loss_bbox_1: 0.1045 loss_giou_1: 0.3646 loss_class_2: 0.2317 loss_bbox_2: 0.1021 loss_giou_2: 0.3572 loss_class_3: 0.2294 loss_bbox_3: 0.1007 loss_giou_3: 0.3547 loss_class_4: 0.2265 loss_bbox_4: 0.09983 loss_giou_4: 0.3516 loss_class_enc: 0.2685 loss_bbox_enc: 0.1193 loss_giou_enc: 0.3959 loss_class_dn: 0.03947 loss_bbox_dn: 0.126 loss_giou_dn: 0.3221 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0.3241 time: 1.1181 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 09:21:26 d2.utils.events]: eta: 1 day, 5:50:01 iter: 127849 total_loss: 8.332 loss_class: 0.2316 loss_bbox: 0.1026 loss_giou: 0.3453 loss_class_0: 0.2548 loss_bbox_0: 0.1119 loss_giou_0: 0.3689 loss_class_1: 0.2431 loss_bbox_1: 0.1104 loss_giou_1: 0.3563 loss_class_2: 0.2378 loss_bbox_2: 0.1052 loss_giou_2: 0.352 loss_class_3: 0.2357 loss_bbox_3: 0.1035 loss_giou_3: 0.3476 loss_class_4: 0.2332 loss_bbox_4: 0.1027 loss_giou_4: 0.3448 loss_class_enc: 0.2713 loss_bbox_enc: 0.1223 loss_giou_enc: 0.3882 loss_class_dn: 0.03841 loss_bbox_dn: 0.1255 loss_giou_dn: 0.3261 loss_class_dn_0: 0.09032 loss_bbox_dn_0: 0.2068 loss_giou_dn_0: 0.4752 loss_class_dn_1: 0.05842 loss_bbox_dn_1: 0.1495 loss_giou_dn_1: 0.3642 loss_class_dn_2: 0.0473 loss_bbox_dn_2: 0.1307 loss_giou_dn_2: 0.337 loss_class_dn_3: 0.04251 loss_bbox_dn_3: 0.1269 loss_giou_dn_3: 0.3278 loss_class_dn_4: 0.03917 loss_bbox_dn_4: 0.1256 loss_giou_dn_4: 0.3261 time: 1.1181 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 09:22:22 d2.utils.events]: eta: 1 day, 5:46:23 iter: 127899 total_loss: 8.218 loss_class: 0.2234 loss_bbox: 0.09719 loss_giou: 0.3517 loss_class_0: 0.25 loss_bbox_0: 0.1091 loss_giou_0: 0.374 loss_class_1: 0.2353 loss_bbox_1: 0.1035 loss_giou_1: 0.3651 loss_class_2: 0.2303 loss_bbox_2: 0.09853 loss_giou_2: 0.3567 loss_class_3: 0.2256 loss_bbox_3: 0.09721 loss_giou_3: 0.3542 loss_class_4: 0.2242 loss_bbox_4: 0.0968 loss_giou_4: 0.3522 loss_class_enc: 0.2631 loss_bbox_enc: 0.1197 loss_giou_enc: 0.3956 loss_class_dn: 0.03521 loss_bbox_dn: 0.1195 loss_giou_dn: 0.3221 loss_class_dn_0: 0.08562 loss_bbox_dn_0: 0.2003 loss_giou_dn_0: 0.4715 loss_class_dn_1: 0.05462 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 0.3671 loss_class_dn_2: 0.04421 loss_bbox_dn_2: 0.1242 loss_giou_dn_2: 0.3319 loss_class_dn_3: 0.03974 loss_bbox_dn_3: 0.1205 loss_giou_dn_3: 0.3241 loss_class_dn_4: 0.03659 loss_bbox_dn_4: 0.1194 loss_giou_dn_4: 0.3221 time: 1.1181 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0.0958 lr: 0.0001 max_mem: 43695M [05/21 09:24:15 d2.utils.events]: eta: 1 day, 5:47:31 iter: 127999 total_loss: 8.409 loss_class: 0.2267 loss_bbox: 0.1007 loss_giou: 0.353 loss_class_0: 0.2565 loss_bbox_0: 0.1086 loss_giou_0: 0.374 loss_class_1: 0.2423 loss_bbox_1: 0.1041 loss_giou_1: 0.3647 loss_class_2: 0.2349 loss_bbox_2: 0.1022 loss_giou_2: 0.3576 loss_class_3: 0.2331 loss_bbox_3: 0.1012 loss_giou_3: 0.3543 loss_class_4: 0.2288 loss_bbox_4: 0.1015 loss_giou_4: 0.3534 loss_class_enc: 0.2721 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3955 loss_class_dn: 0.03583 loss_bbox_dn: 0.1271 loss_giou_dn: 0.3248 loss_class_dn_0: 0.08786 loss_bbox_dn_0: 0.2062 loss_giou_dn_0: 0.478 loss_class_dn_1: 0.05708 loss_bbox_dn_1: 0.1467 loss_giou_dn_1: 0.3708 loss_class_dn_2: 0.04434 loss_bbox_dn_2: 0.1314 loss_giou_dn_2: 0.337 loss_class_dn_3: 0.03984 loss_bbox_dn_3: 0.1282 loss_giou_dn_3: 0.3269 loss_class_dn_4: 0.03643 loss_bbox_dn_4: 0.127 loss_giou_dn_4: 0.3247 time: 1.1181 data_time: 0.1041 lr: 0.0001 max_mem: 43695M [05/21 09:25:11 d2.utils.events]: eta: 1 day, 5:43:25 iter: 128049 total_loss: 8.194 loss_class: 0.225 loss_bbox: 0.09784 loss_giou: 0.3482 loss_class_0: 0.2491 loss_bbox_0: 0.1082 loss_giou_0: 0.3705 loss_class_1: 0.2382 loss_bbox_1: 0.104 loss_giou_1: 0.3599 loss_class_2: 0.2321 loss_bbox_2: 0.1008 loss_giou_2: 0.354 loss_class_3: 0.2289 loss_bbox_3: 0.09813 loss_giou_3: 0.3501 loss_class_4: 0.2257 loss_bbox_4: 0.09881 loss_giou_4: 0.3488 loss_class_enc: 0.2661 loss_bbox_enc: 0.1186 loss_giou_enc: 0.3937 loss_class_dn: 0.03729 loss_bbox_dn: 0.1225 loss_giou_dn: 0.3229 loss_class_dn_0: 0.08892 loss_bbox_dn_0: 0.2003 loss_giou_dn_0: 0.4696 loss_class_dn_1: 0.05734 loss_bbox_dn_1: 0.1446 loss_giou_dn_1: 0.3653 loss_class_dn_2: 0.04855 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.3327 loss_class_dn_3: 0.04257 loss_bbox_dn_3: 0.125 loss_giou_dn_3: 0.325 loss_class_dn_4: 0.0384 loss_bbox_dn_4: 0.1225 loss_giou_dn_4: 0.3229 time: 1.1181 data_time: 0.0950 lr: 0.0001 max_mem: 43695M [05/21 09:26:07 d2.utils.events]: eta: 1 day, 5:42:29 iter: 128099 total_loss: 8.232 loss_class: 0.2254 loss_bbox: 0.09906 loss_giou: 0.3585 loss_class_0: 0.2528 loss_bbox_0: 0.1103 loss_giou_0: 0.385 loss_class_1: 0.2393 loss_bbox_1: 0.1053 loss_giou_1: 0.3665 loss_class_2: 0.2323 loss_bbox_2: 0.1016 loss_giou_2: 0.3639 loss_class_3: 0.2306 loss_bbox_3: 0.09875 loss_giou_3: 0.3599 loss_class_4: 0.2269 loss_bbox_4: 0.09978 loss_giou_4: 0.3584 loss_class_enc: 0.269 loss_bbox_enc: 0.1172 loss_giou_enc: 0.4009 loss_class_dn: 0.03551 loss_bbox_dn: 0.1174 loss_giou_dn: 0.3231 loss_class_dn_0: 0.08875 loss_bbox_dn_0: 0.1941 loss_giou_dn_0: 0.4751 loss_class_dn_1: 0.0574 loss_bbox_dn_1: 0.1368 loss_giou_dn_1: 0.3685 loss_class_dn_2: 0.0457 loss_bbox_dn_2: 0.1225 loss_giou_dn_2: 0.3349 loss_class_dn_3: 0.03982 loss_bbox_dn_3: 0.1185 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.03626 loss_bbox_dn_4: 0.1173 loss_giou_dn_4: 0.3231 time: 1.1181 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 09:27:03 d2.utils.events]: eta: 1 day, 5:41:01 iter: 128149 total_loss: 8.411 loss_class: 0.2295 loss_bbox: 0.09724 loss_giou: 0.3633 loss_class_0: 0.2587 loss_bbox_0: 0.1072 loss_giou_0: 0.3829 loss_class_1: 0.244 loss_bbox_1: 0.1039 loss_giou_1: 0.3748 loss_class_2: 0.2364 loss_bbox_2: 0.0993 loss_giou_2: 0.3705 loss_class_3: 0.2318 loss_bbox_3: 0.09804 loss_giou_3: 0.3676 loss_class_4: 0.2309 loss_bbox_4: 0.09782 loss_giou_4: 0.3647 loss_class_enc: 0.2708 loss_bbox_enc: 0.116 loss_giou_enc: 0.4053 loss_class_dn: 0.04007 loss_bbox_dn: 0.1165 loss_giou_dn: 0.329 loss_class_dn_0: 0.09319 loss_bbox_dn_0: 0.1945 loss_giou_dn_0: 0.4818 loss_class_dn_1: 0.06264 loss_bbox_dn_1: 0.1376 loss_giou_dn_1: 0.3709 loss_class_dn_2: 0.04953 loss_bbox_dn_2: 0.1205 loss_giou_dn_2: 0.3394 loss_class_dn_3: 0.04444 loss_bbox_dn_3: 0.1171 loss_giou_dn_3: 0.3303 loss_class_dn_4: 0.04095 loss_bbox_dn_4: 0.1167 loss_giou_dn_4: 0.3292 time: 1.1181 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 09:27:59 d2.utils.events]: eta: 1 day, 5:40:06 iter: 128199 total_loss: 8.273 loss_class: 0.2309 loss_bbox: 0.1006 loss_giou: 0.3494 loss_class_0: 0.2591 loss_bbox_0: 0.1128 loss_giou_0: 0.3724 loss_class_1: 0.2453 loss_bbox_1: 0.1064 loss_giou_1: 0.3596 loss_class_2: 0.2367 loss_bbox_2: 0.1042 loss_giou_2: 0.3542 loss_class_3: 0.2341 loss_bbox_3: 0.1018 loss_giou_3: 0.3507 loss_class_4: 0.2314 loss_bbox_4: 0.1008 loss_giou_4: 0.349 loss_class_enc: 0.2686 loss_bbox_enc: 0.1247 loss_giou_enc: 0.4008 loss_class_dn: 0.03904 loss_bbox_dn: 0.1223 loss_giou_dn: 0.3221 loss_class_dn_0: 0.09056 loss_bbox_dn_0: 0.2067 loss_giou_dn_0: 0.4806 loss_class_dn_1: 0.05978 loss_bbox_dn_1: 0.1452 loss_giou_dn_1: 0.3667 loss_class_dn_2: 0.04813 loss_bbox_dn_2: 0.1267 loss_giou_dn_2: 0.3335 loss_class_dn_3: 0.0436 loss_bbox_dn_3: 0.1231 loss_giou_dn_3: 0.3248 loss_class_dn_4: 0.0396 loss_bbox_dn_4: 0.1223 loss_giou_dn_4: 0.3221 time: 1.1181 data_time: 0.1027 lr: 0.0001 max_mem: 43695M [05/21 09:28:56 d2.utils.events]: eta: 1 day, 5:38:40 iter: 128249 total_loss: 8.361 loss_class: 0.2204 loss_bbox: 0.1016 loss_giou: 0.3558 loss_class_0: 0.2486 loss_bbox_0: 0.1128 loss_giou_0: 0.3738 loss_class_1: 0.2366 loss_bbox_1: 0.1078 loss_giou_1: 0.364 loss_class_2: 0.2286 loss_bbox_2: 0.1031 loss_giou_2: 0.3612 loss_class_3: 0.2277 loss_bbox_3: 0.1019 loss_giou_3: 0.3585 loss_class_4: 0.2224 loss_bbox_4: 0.1019 loss_giou_4: 0.3574 loss_class_enc: 0.2644 loss_bbox_enc: 0.1243 loss_giou_enc: 0.3972 loss_class_dn: 0.03844 loss_bbox_dn: 0.1235 loss_giou_dn: 0.3259 loss_class_dn_0: 0.09109 loss_bbox_dn_0: 0.2024 loss_giou_dn_0: 0.4779 loss_class_dn_1: 0.06034 loss_bbox_dn_1: 0.1452 loss_giou_dn_1: 0.3686 loss_class_dn_2: 0.04747 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.3352 loss_class_dn_3: 0.04201 loss_bbox_dn_3: 0.1241 loss_giou_dn_3: 0.3273 loss_class_dn_4: 0.03958 loss_bbox_dn_4: 0.1235 loss_giou_dn_4: 0.3258 time: 1.1181 data_time: 0.1024 lr: 0.0001 max_mem: 43695M [05/21 09:29:53 d2.utils.events]: eta: 1 day, 5:38:16 iter: 128299 total_loss: 8.461 loss_class: 0.2315 loss_bbox: 0.1025 loss_giou: 0.3583 loss_class_0: 0.2635 loss_bbox_0: 0.116 loss_giou_0: 0.3819 loss_class_1: 0.2459 loss_bbox_1: 0.1079 loss_giou_1: 0.3697 loss_class_2: 0.2386 loss_bbox_2: 0.1051 loss_giou_2: 0.365 loss_class_3: 0.2351 loss_bbox_3: 0.1028 loss_giou_3: 0.3608 loss_class_4: 0.2321 loss_bbox_4: 0.1025 loss_giou_4: 0.3574 loss_class_enc: 0.2775 loss_bbox_enc: 0.1236 loss_giou_enc: 0.4045 loss_class_dn: 0.03779 loss_bbox_dn: 0.1236 loss_giou_dn: 0.323 loss_class_dn_0: 0.09004 loss_bbox_dn_0: 0.2083 loss_giou_dn_0: 0.4788 loss_class_dn_1: 0.05933 loss_bbox_dn_1: 0.1467 loss_giou_dn_1: 0.3667 loss_class_dn_2: 0.04714 loss_bbox_dn_2: 0.129 loss_giou_dn_2: 0.3362 loss_class_dn_3: 0.04227 loss_bbox_dn_3: 0.1251 loss_giou_dn_3: 0.3254 loss_class_dn_4: 0.03894 loss_bbox_dn_4: 0.1236 loss_giou_dn_4: 0.3225 time: 1.1181 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/21 09:30:49 d2.utils.events]: eta: 1 day, 5:37:54 iter: 128349 total_loss: 8.288 loss_class: 0.2209 loss_bbox: 0.1016 loss_giou: 0.3438 loss_class_0: 0.2469 loss_bbox_0: 0.1131 loss_giou_0: 0.3668 loss_class_1: 0.2368 loss_bbox_1: 0.1051 loss_giou_1: 0.3583 loss_class_2: 0.2307 loss_bbox_2: 0.1034 loss_giou_2: 0.3489 loss_class_3: 0.226 loss_bbox_3: 0.1015 loss_giou_3: 0.3459 loss_class_4: 0.2232 loss_bbox_4: 0.1011 loss_giou_4: 0.3441 loss_class_enc: 0.263 loss_bbox_enc: 0.1255 loss_giou_enc: 0.3918 loss_class_dn: 0.0367 loss_bbox_dn: 0.1232 loss_giou_dn: 0.3236 loss_class_dn_0: 0.09102 loss_bbox_dn_0: 0.2079 loss_giou_dn_0: 0.473 loss_class_dn_1: 0.0593 loss_bbox_dn_1: 0.1469 loss_giou_dn_1: 0.3663 loss_class_dn_2: 0.04612 loss_bbox_dn_2: 0.1274 loss_giou_dn_2: 0.3349 loss_class_dn_3: 0.04262 loss_bbox_dn_3: 0.1245 loss_giou_dn_3: 0.3255 loss_class_dn_4: 0.03791 loss_bbox_dn_4: 0.1231 loss_giou_dn_4: 0.3236 time: 1.1181 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 09:31:46 d2.utils.events]: eta: 1 day, 5:37:17 iter: 128399 total_loss: 8.272 loss_class: 0.2244 loss_bbox: 0.1017 loss_giou: 0.3446 loss_class_0: 0.2484 loss_bbox_0: 0.1128 loss_giou_0: 0.3659 loss_class_1: 0.2343 loss_bbox_1: 0.1068 loss_giou_1: 0.3572 loss_class_2: 0.2285 loss_bbox_2: 0.103 loss_giou_2: 0.3486 loss_class_3: 0.2271 loss_bbox_3: 0.1027 loss_giou_3: 0.3462 loss_class_4: 0.225 loss_bbox_4: 0.1022 loss_giou_4: 0.3464 loss_class_enc: 0.265 loss_bbox_enc: 0.1234 loss_giou_enc: 0.391 loss_class_dn: 0.04085 loss_bbox_dn: 0.1241 loss_giou_dn: 0.3227 loss_class_dn_0: 0.09223 loss_bbox_dn_0: 0.2089 loss_giou_dn_0: 0.473 loss_class_dn_1: 0.06212 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 0.3679 loss_class_dn_2: 0.04926 loss_bbox_dn_2: 0.128 loss_giou_dn_2: 0.334 loss_class_dn_3: 0.0436 loss_bbox_dn_3: 0.1246 loss_giou_dn_3: 0.3256 loss_class_dn_4: 0.04178 loss_bbox_dn_4: 0.1241 loss_giou_dn_4: 0.3227 time: 1.1181 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/21 09:32:43 d2.utils.events]: eta: 1 day, 5:36:44 iter: 128449 total_loss: 8.503 loss_class: 0.2343 loss_bbox: 0.1037 loss_giou: 0.3663 loss_class_0: 0.2598 loss_bbox_0: 0.1147 loss_giou_0: 0.3855 loss_class_1: 0.2476 loss_bbox_1: 0.1086 loss_giou_1: 0.3768 loss_class_2: 0.2415 loss_bbox_2: 0.1064 loss_giou_2: 0.3699 loss_class_3: 0.2387 loss_bbox_3: 0.1048 loss_giou_3: 0.3686 loss_class_4: 0.236 loss_bbox_4: 0.104 loss_giou_4: 0.3648 loss_class_enc: 0.2766 loss_bbox_enc: 0.1239 loss_giou_enc: 0.4077 loss_class_dn: 0.04109 loss_bbox_dn: 0.1304 loss_giou_dn: 0.3365 loss_class_dn_0: 0.09601 loss_bbox_dn_0: 0.211 loss_giou_dn_0: 0.4882 loss_class_dn_1: 0.06275 loss_bbox_dn_1: 0.1501 loss_giou_dn_1: 0.3795 loss_class_dn_2: 0.05178 loss_bbox_dn_2: 0.1348 loss_giou_dn_2: 0.3469 loss_class_dn_3: 0.04555 loss_bbox_dn_3: 0.131 loss_giou_dn_3: 0.338 loss_class_dn_4: 0.04226 loss_bbox_dn_4: 0.1303 loss_giou_dn_4: 0.336 time: 1.1181 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/21 09:33:40 d2.utils.events]: eta: 1 day, 5:35:26 iter: 128499 total_loss: 8.427 loss_class: 0.2299 loss_bbox: 0.1003 loss_giou: 0.35 loss_class_0: 0.255 loss_bbox_0: 0.1117 loss_giou_0: 0.379 loss_class_1: 0.241 loss_bbox_1: 0.1063 loss_giou_1: 0.3611 loss_class_2: 0.2361 loss_bbox_2: 0.103 loss_giou_2: 0.3558 loss_class_3: 0.2349 loss_bbox_3: 0.1013 loss_giou_3: 0.351 loss_class_4: 0.2307 loss_bbox_4: 0.1011 loss_giou_4: 0.3503 loss_class_enc: 0.2701 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3993 loss_class_dn: 0.03702 loss_bbox_dn: 0.1216 loss_giou_dn: 0.3319 loss_class_dn_0: 0.08898 loss_bbox_dn_0: 0.2042 loss_giou_dn_0: 0.4804 loss_class_dn_1: 0.05902 loss_bbox_dn_1: 0.1454 loss_giou_dn_1: 0.3736 loss_class_dn_2: 0.04679 loss_bbox_dn_2: 0.1277 loss_giou_dn_2: 0.3419 loss_class_dn_3: 0.04141 loss_bbox_dn_3: 0.1233 loss_giou_dn_3: 0.3333 loss_class_dn_4: 0.03832 loss_bbox_dn_4: 0.1215 loss_giou_dn_4: 0.3314 time: 1.1181 data_time: 0.0997 lr: 0.0001 max_mem: 43695M [05/21 09:34:37 d2.utils.events]: eta: 1 day, 5:34:42 iter: 128549 total_loss: 8.262 loss_class: 0.226 loss_bbox: 0.09942 loss_giou: 0.3512 loss_class_0: 0.2509 loss_bbox_0: 0.1087 loss_giou_0: 0.3683 loss_class_1: 0.2396 loss_bbox_1: 0.1032 loss_giou_1: 0.3566 loss_class_2: 0.2341 loss_bbox_2: 0.1004 loss_giou_2: 0.3516 loss_class_3: 0.2299 loss_bbox_3: 0.09944 loss_giou_3: 0.3506 loss_class_4: 0.2261 loss_bbox_4: 0.09936 loss_giou_4: 0.35 loss_class_enc: 0.2646 loss_bbox_enc: 0.1173 loss_giou_enc: 0.3944 loss_class_dn: 0.03703 loss_bbox_dn: 0.1217 loss_giou_dn: 0.3243 loss_class_dn_0: 0.0896 loss_bbox_dn_0: 0.2057 loss_giou_dn_0: 0.4714 loss_class_dn_1: 0.05926 loss_bbox_dn_1: 0.1445 loss_giou_dn_1: 0.3663 loss_class_dn_2: 0.04733 loss_bbox_dn_2: 0.1264 loss_giou_dn_2: 0.3354 loss_class_dn_3: 0.04333 loss_bbox_dn_3: 0.1224 loss_giou_dn_3: 0.3268 loss_class_dn_4: 0.03827 loss_bbox_dn_4: 0.1217 loss_giou_dn_4: 0.3242 time: 1.1181 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 09:35:33 d2.utils.events]: eta: 1 day, 5:33:14 iter: 128599 total_loss: 8.349 loss_class: 0.2299 loss_bbox: 0.09863 loss_giou: 0.36 loss_class_0: 0.2547 loss_bbox_0: 0.1101 loss_giou_0: 0.3804 loss_class_1: 0.2417 loss_bbox_1: 0.102 loss_giou_1: 0.37 loss_class_2: 0.2369 loss_bbox_2: 0.09835 loss_giou_2: 0.3628 loss_class_3: 0.2346 loss_bbox_3: 0.0989 loss_giou_3: 0.3605 loss_class_4: 0.2305 loss_bbox_4: 0.09884 loss_giou_4: 0.3596 loss_class_enc: 0.2683 loss_bbox_enc: 0.1192 loss_giou_enc: 0.4016 loss_class_dn: 0.03857 loss_bbox_dn: 0.119 loss_giou_dn: 0.3277 loss_class_dn_0: 0.09166 loss_bbox_dn_0: 0.2034 loss_giou_dn_0: 0.4839 loss_class_dn_1: 0.05979 loss_bbox_dn_1: 0.1433 loss_giou_dn_1: 0.3709 loss_class_dn_2: 0.04765 loss_bbox_dn_2: 0.1238 loss_giou_dn_2: 0.3387 loss_class_dn_3: 0.04289 loss_bbox_dn_3: 0.12 loss_giou_dn_3: 0.3301 loss_class_dn_4: 0.03965 loss_bbox_dn_4: 0.119 loss_giou_dn_4: 0.3276 time: 1.1181 data_time: 0.0981 lr: 0.0001 max_mem: 43695M [05/21 09:36:30 d2.utils.events]: eta: 1 day, 5:32:04 iter: 128649 total_loss: 8.374 loss_class: 0.2278 loss_bbox: 0.09668 loss_giou: 0.3672 loss_class_0: 0.2544 loss_bbox_0: 0.1069 loss_giou_0: 0.3924 loss_class_1: 0.2404 loss_bbox_1: 0.1014 loss_giou_1: 0.3803 loss_class_2: 0.2326 loss_bbox_2: 0.1001 loss_giou_2: 0.3728 loss_class_3: 0.2303 loss_bbox_3: 0.09787 loss_giou_3: 0.3681 loss_class_4: 0.2282 loss_bbox_4: 0.09673 loss_giou_4: 0.3671 loss_class_enc: 0.2667 loss_bbox_enc: 0.1175 loss_giou_enc: 0.4147 loss_class_dn: 0.03656 loss_bbox_dn: 0.1158 loss_giou_dn: 0.3269 loss_class_dn_0: 0.08697 loss_bbox_dn_0: 0.1937 loss_giou_dn_0: 0.4843 loss_class_dn_1: 0.05865 loss_bbox_dn_1: 0.1384 loss_giou_dn_1: 0.3736 loss_class_dn_2: 0.04716 loss_bbox_dn_2: 0.1206 loss_giou_dn_2: 0.339 loss_class_dn_3: 0.04124 loss_bbox_dn_3: 0.1166 loss_giou_dn_3: 0.3297 loss_class_dn_4: 0.0376 loss_bbox_dn_4: 0.1158 loss_giou_dn_4: 0.3269 time: 1.1181 data_time: 0.1039 lr: 0.0001 max_mem: 43695M [05/21 09:37:26 d2.utils.events]: eta: 1 day, 5:30:33 iter: 128699 total_loss: 8.394 loss_class: 0.23 loss_bbox: 0.1021 loss_giou: 0.3539 loss_class_0: 0.2558 loss_bbox_0: 0.1136 loss_giou_0: 0.3792 loss_class_1: 0.2441 loss_bbox_1: 0.1084 loss_giou_1: 0.3678 loss_class_2: 0.2393 loss_bbox_2: 0.1045 loss_giou_2: 0.359 loss_class_3: 0.2353 loss_bbox_3: 0.1023 loss_giou_3: 0.3552 loss_class_4: 0.2323 loss_bbox_4: 0.1029 loss_giou_4: 0.3547 loss_class_enc: 0.269 loss_bbox_enc: 0.1216 loss_giou_enc: 0.3993 loss_class_dn: 0.04004 loss_bbox_dn: 0.1174 loss_giou_dn: 0.3247 loss_class_dn_0: 0.09099 loss_bbox_dn_0: 0.2039 loss_giou_dn_0: 0.4702 loss_class_dn_1: 0.06213 loss_bbox_dn_1: 0.142 loss_giou_dn_1: 0.3651 loss_class_dn_2: 0.05006 loss_bbox_dn_2: 0.123 loss_giou_dn_2: 0.3344 loss_class_dn_3: 0.04402 loss_bbox_dn_3: 0.1185 loss_giou_dn_3: 0.3253 loss_class_dn_4: 0.04099 loss_bbox_dn_4: 0.1175 loss_giou_dn_4: 0.3244 time: 1.1181 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 09:38:23 d2.utils.events]: eta: 1 day, 5:30:01 iter: 128749 total_loss: 8.312 loss_class: 0.2249 loss_bbox: 0.09885 loss_giou: 0.366 loss_class_0: 0.2483 loss_bbox_0: 0.1087 loss_giou_0: 0.3843 loss_class_1: 0.2323 loss_bbox_1: 0.1035 loss_giou_1: 0.3767 loss_class_2: 0.227 loss_bbox_2: 0.1003 loss_giou_2: 0.3708 loss_class_3: 0.2258 loss_bbox_3: 0.09847 loss_giou_3: 0.367 loss_class_4: 0.2233 loss_bbox_4: 0.09865 loss_giou_4: 0.365 loss_class_enc: 0.2623 loss_bbox_enc: 0.1161 loss_giou_enc: 0.4039 loss_class_dn: 0.03708 loss_bbox_dn: 0.1131 loss_giou_dn: 0.325 loss_class_dn_0: 0.08742 loss_bbox_dn_0: 0.1914 loss_giou_dn_0: 0.4744 loss_class_dn_1: 0.05736 loss_bbox_dn_1: 0.1357 loss_giou_dn_1: 0.3703 loss_class_dn_2: 0.04509 loss_bbox_dn_2: 0.1172 loss_giou_dn_2: 0.3365 loss_class_dn_3: 0.04129 loss_bbox_dn_3: 0.1133 loss_giou_dn_3: 0.3264 loss_class_dn_4: 0.03814 loss_bbox_dn_4: 0.1132 loss_giou_dn_4: 0.3248 time: 1.1181 data_time: 0.1097 lr: 0.0001 max_mem: 43695M [05/21 09:39:19 d2.utils.events]: eta: 1 day, 5:28:43 iter: 128799 total_loss: 8.335 loss_class: 0.2315 loss_bbox: 0.1011 loss_giou: 0.3494 loss_class_0: 0.2574 loss_bbox_0: 0.1112 loss_giou_0: 0.3731 loss_class_1: 0.2435 loss_bbox_1: 0.106 loss_giou_1: 0.3576 loss_class_2: 0.238 loss_bbox_2: 0.1028 loss_giou_2: 0.3545 loss_class_3: 0.2338 loss_bbox_3: 0.1018 loss_giou_3: 0.3508 loss_class_4: 0.232 loss_bbox_4: 0.1015 loss_giou_4: 0.3495 loss_class_enc: 0.2709 loss_bbox_enc: 0.1219 loss_giou_enc: 0.3929 loss_class_dn: 0.03661 loss_bbox_dn: 0.1261 loss_giou_dn: 0.3263 loss_class_dn_0: 0.09187 loss_bbox_dn_0: 0.2075 loss_giou_dn_0: 0.4805 loss_class_dn_1: 0.05971 loss_bbox_dn_1: 0.1496 loss_giou_dn_1: 0.3687 loss_class_dn_2: 0.04611 loss_bbox_dn_2: 0.1328 loss_giou_dn_2: 0.3371 loss_class_dn_3: 0.04104 loss_bbox_dn_3: 0.1276 loss_giou_dn_3: 0.3285 loss_class_dn_4: 0.03742 loss_bbox_dn_4: 0.1261 loss_giou_dn_4: 0.3263 time: 1.1181 data_time: 0.1014 lr: 0.0001 max_mem: 43695M [05/21 09:40:15 d2.utils.events]: eta: 1 day, 5:26:45 iter: 128849 total_loss: 8.443 loss_class: 0.2281 loss_bbox: 0.1026 loss_giou: 0.3585 loss_class_0: 0.259 loss_bbox_0: 0.1135 loss_giou_0: 0.3751 loss_class_1: 0.2478 loss_bbox_1: 0.1073 loss_giou_1: 0.3673 loss_class_2: 0.236 loss_bbox_2: 0.1041 loss_giou_2: 0.3624 loss_class_3: 0.2319 loss_bbox_3: 0.1041 loss_giou_3: 0.359 loss_class_4: 0.2295 loss_bbox_4: 0.103 loss_giou_4: 0.3591 loss_class_enc: 0.2731 loss_bbox_enc: 0.1248 loss_giou_enc: 0.3979 loss_class_dn: 0.04176 loss_bbox_dn: 0.1243 loss_giou_dn: 0.3224 loss_class_dn_0: 0.09601 loss_bbox_dn_0: 0.2086 loss_giou_dn_0: 0.4788 loss_class_dn_1: 0.06534 loss_bbox_dn_1: 0.1462 loss_giou_dn_1: 0.3667 loss_class_dn_2: 0.05128 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.334 loss_class_dn_3: 0.04601 loss_bbox_dn_3: 0.1255 loss_giou_dn_3: 0.3238 loss_class_dn_4: 0.04279 loss_bbox_dn_4: 0.1243 loss_giou_dn_4: 0.3221 time: 1.1181 data_time: 0.1039 lr: 0.0001 max_mem: 43695M [05/21 09:41:13 d2.utils.events]: eta: 1 day, 5:25:50 iter: 128899 total_loss: 8.401 loss_class: 0.2289 loss_bbox: 0.1 loss_giou: 0.3596 loss_class_0: 0.2582 loss_bbox_0: 0.1112 loss_giou_0: 0.3797 loss_class_1: 0.2412 loss_bbox_1: 0.1056 loss_giou_1: 0.37 loss_class_2: 0.2356 loss_bbox_2: 0.1025 loss_giou_2: 0.363 loss_class_3: 0.2333 loss_bbox_3: 0.09994 loss_giou_3: 0.3592 loss_class_4: 0.2286 loss_bbox_4: 0.1001 loss_giou_4: 0.3585 loss_class_enc: 0.2692 loss_bbox_enc: 0.1235 loss_giou_enc: 0.4051 loss_class_dn: 0.03665 loss_bbox_dn: 0.1237 loss_giou_dn: 0.3257 loss_class_dn_0: 0.08962 loss_bbox_dn_0: 0.2003 loss_giou_dn_0: 0.4769 loss_class_dn_1: 0.06084 loss_bbox_dn_1: 0.1454 loss_giou_dn_1: 0.368 loss_class_dn_2: 0.0462 loss_bbox_dn_2: 0.1296 loss_giou_dn_2: 0.3361 loss_class_dn_3: 0.0399 loss_bbox_dn_3: 0.1253 loss_giou_dn_3: 0.327 loss_class_dn_4: 0.03711 loss_bbox_dn_4: 0.1237 loss_giou_dn_4: 0.3257 time: 1.1181 data_time: 0.1044 lr: 0.0001 max_mem: 43695M [05/21 09:42:09 d2.utils.events]: eta: 1 day, 5:23:34 iter: 128949 total_loss: 8.31 loss_class: 0.2273 loss_bbox: 0.09991 loss_giou: 0.3421 loss_class_0: 0.2544 loss_bbox_0: 0.1106 loss_giou_0: 0.3655 loss_class_1: 0.2416 loss_bbox_1: 0.1054 loss_giou_1: 0.3515 loss_class_2: 0.2337 loss_bbox_2: 0.1013 loss_giou_2: 0.3474 loss_class_3: 0.2314 loss_bbox_3: 0.1016 loss_giou_3: 0.3442 loss_class_4: 0.2281 loss_bbox_4: 0.09947 loss_giou_4: 0.3417 loss_class_enc: 0.2703 loss_bbox_enc: 0.1198 loss_giou_enc: 0.3879 loss_class_dn: 0.03911 loss_bbox_dn: 0.1263 loss_giou_dn: 0.3242 loss_class_dn_0: 0.09163 loss_bbox_dn_0: 0.2109 loss_giou_dn_0: 0.4743 loss_class_dn_1: 0.06051 loss_bbox_dn_1: 0.1484 loss_giou_dn_1: 0.3673 loss_class_dn_2: 0.04839 loss_bbox_dn_2: 0.1305 loss_giou_dn_2: 0.3344 loss_class_dn_3: 0.04323 loss_bbox_dn_3: 0.1279 loss_giou_dn_3: 0.3272 loss_class_dn_4: 0.03983 loss_bbox_dn_4: 0.1263 loss_giou_dn_4: 0.3243 time: 1.1181 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 09:43:05 d2.utils.events]: eta: 1 day, 5:21:09 iter: 128999 total_loss: 8.331 loss_class: 0.2285 loss_bbox: 0.09862 loss_giou: 0.3575 loss_class_0: 0.2574 loss_bbox_0: 0.1093 loss_giou_0: 0.3801 loss_class_1: 0.2438 loss_bbox_1: 0.1027 loss_giou_1: 0.3686 loss_class_2: 0.235 loss_bbox_2: 0.09985 loss_giou_2: 0.3644 loss_class_3: 0.2325 loss_bbox_3: 0.09821 loss_giou_3: 0.3596 loss_class_4: 0.2292 loss_bbox_4: 0.09896 loss_giou_4: 0.3584 loss_class_enc: 0.2737 loss_bbox_enc: 0.1192 loss_giou_enc: 0.4025 loss_class_dn: 0.043 loss_bbox_dn: 0.119 loss_giou_dn: 0.329 loss_class_dn_0: 0.0927 loss_bbox_dn_0: 0.2025 loss_giou_dn_0: 0.4812 loss_class_dn_1: 0.06481 loss_bbox_dn_1: 0.1419 loss_giou_dn_1: 0.3694 loss_class_dn_2: 0.05154 loss_bbox_dn_2: 0.1236 loss_giou_dn_2: 0.3392 loss_class_dn_3: 0.04678 loss_bbox_dn_3: 0.1197 loss_giou_dn_3: 0.3305 loss_class_dn_4: 0.04414 loss_bbox_dn_4: 0.1189 loss_giou_dn_4: 0.3289 time: 1.1181 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 09:44:02 d2.utils.events]: eta: 1 day, 5:22:25 iter: 129049 total_loss: 8.21 loss_class: 0.2226 loss_bbox: 0.09953 loss_giou: 0.344 loss_class_0: 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loss_bbox_0: 0.1152 loss_giou_0: 0.3769 loss_class_1: 0.244 loss_bbox_1: 0.1071 loss_giou_1: 0.3656 loss_class_2: 0.2371 loss_bbox_2: 0.104 loss_giou_2: 0.3612 loss_class_3: 0.2332 loss_bbox_3: 0.1035 loss_giou_3: 0.3579 loss_class_4: 0.229 loss_bbox_4: 0.1023 loss_giou_4: 0.3562 loss_class_enc: 0.2674 loss_bbox_enc: 0.1246 loss_giou_enc: 0.3978 loss_class_dn: 0.04118 loss_bbox_dn: 0.1271 loss_giou_dn: 0.3309 loss_class_dn_0: 0.09242 loss_bbox_dn_0: 0.2083 loss_giou_dn_0: 0.4809 loss_class_dn_1: 0.06015 loss_bbox_dn_1: 0.1502 loss_giou_dn_1: 0.3737 loss_class_dn_2: 0.0487 loss_bbox_dn_2: 0.1324 loss_giou_dn_2: 0.3417 loss_class_dn_3: 0.04403 loss_bbox_dn_3: 0.1278 loss_giou_dn_3: 0.3336 loss_class_dn_4: 0.04162 loss_bbox_dn_4: 0.1271 loss_giou_dn_4: 0.3309 time: 1.1181 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 09:45:56 d2.utils.events]: eta: 1 day, 5:21:47 iter: 129149 total_loss: 8.29 loss_class: 0.2254 loss_bbox: 0.1003 loss_giou: 0.3515 loss_class_0: 0.2559 loss_bbox_0: 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loss_class_1: 0.24 loss_bbox_1: 0.1051 loss_giou_1: 0.365 loss_class_2: 0.2356 loss_bbox_2: 0.1014 loss_giou_2: 0.3593 loss_class_3: 0.2349 loss_bbox_3: 0.09942 loss_giou_3: 0.357 loss_class_4: 0.2318 loss_bbox_4: 0.09905 loss_giou_4: 0.3559 loss_class_enc: 0.2697 loss_bbox_enc: 0.1197 loss_giou_enc: 0.3981 loss_class_dn: 0.03924 loss_bbox_dn: 0.118 loss_giou_dn: 0.3245 loss_class_dn_0: 0.09292 loss_bbox_dn_0: 0.204 loss_giou_dn_0: 0.4752 loss_class_dn_1: 0.0625 loss_bbox_dn_1: 0.1427 loss_giou_dn_1: 0.3674 loss_class_dn_2: 0.04869 loss_bbox_dn_2: 0.1246 loss_giou_dn_2: 0.3348 loss_class_dn_3: 0.04276 loss_bbox_dn_3: 0.1197 loss_giou_dn_3: 0.3265 loss_class_dn_4: 0.03979 loss_bbox_dn_4: 0.118 loss_giou_dn_4: 0.3244 time: 1.1182 data_time: 0.1024 lr: 0.0001 max_mem: 43695M [05/21 09:49:42 d2.utils.events]: eta: 1 day, 5:17:57 iter: 129349 total_loss: 8.408 loss_class: 0.2211 loss_bbox: 0.09949 loss_giou: 0.3549 loss_class_0: 0.2478 loss_bbox_0: 0.1098 loss_giou_0: 0.3742 loss_class_1: 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loss_bbox_1: 0.1022 loss_giou_1: 0.361 loss_class_2: 0.2332 loss_bbox_2: 0.1015 loss_giou_2: 0.356 loss_class_3: 0.232 loss_bbox_3: 0.09964 loss_giou_3: 0.3532 loss_class_4: 0.2308 loss_bbox_4: 0.09881 loss_giou_4: 0.3513 loss_class_enc: 0.266 loss_bbox_enc: 0.1189 loss_giou_enc: 0.3942 loss_class_dn: 0.03701 loss_bbox_dn: 0.1189 loss_giou_dn: 0.3219 loss_class_dn_0: 0.08912 loss_bbox_dn_0: 0.1944 loss_giou_dn_0: 0.4717 loss_class_dn_1: 0.05981 loss_bbox_dn_1: 0.1417 loss_giou_dn_1: 0.3679 loss_class_dn_2: 0.04586 loss_bbox_dn_2: 0.1247 loss_giou_dn_2: 0.3339 loss_class_dn_3: 0.04132 loss_bbox_dn_3: 0.1201 loss_giou_dn_3: 0.3239 loss_class_dn_4: 0.03735 loss_bbox_dn_4: 0.1189 loss_giou_dn_4: 0.3221 time: 1.1182 data_time: 0.1039 lr: 0.0001 max_mem: 43695M [05/21 09:51:36 d2.utils.events]: eta: 1 day, 5:15:31 iter: 129449 total_loss: 8.2 loss_class: 0.2269 loss_bbox: 0.09651 loss_giou: 0.346 loss_class_0: 0.2534 loss_bbox_0: 0.1079 loss_giou_0: 0.3661 loss_class_1: 0.2384 loss_bbox_1: 0.1025 loss_giou_1: 0.3569 loss_class_2: 0.2332 loss_bbox_2: 0.09805 loss_giou_2: 0.3497 loss_class_3: 0.2304 loss_bbox_3: 0.09682 loss_giou_3: 0.3469 loss_class_4: 0.2279 loss_bbox_4: 0.09688 loss_giou_4: 0.3461 loss_class_enc: 0.2698 loss_bbox_enc: 0.117 loss_giou_enc: 0.3863 loss_class_dn: 0.03691 loss_bbox_dn: 0.1181 loss_giou_dn: 0.3176 loss_class_dn_0: 0.08922 loss_bbox_dn_0: 0.1977 loss_giou_dn_0: 0.4674 loss_class_dn_1: 0.05921 loss_bbox_dn_1: 0.1411 loss_giou_dn_1: 0.3587 loss_class_dn_2: 0.04737 loss_bbox_dn_2: 0.1241 loss_giou_dn_2: 0.3286 loss_class_dn_3: 0.0411 loss_bbox_dn_3: 0.12 loss_giou_dn_3: 0.3203 loss_class_dn_4: 0.03806 loss_bbox_dn_4: 0.1181 loss_giou_dn_4: 0.3175 time: 1.1182 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 09:52:32 d2.utils.events]: eta: 1 day, 5:13:37 iter: 129499 total_loss: 8.244 loss_class: 0.2258 loss_bbox: 0.09744 loss_giou: 0.352 loss_class_0: 0.2524 loss_bbox_0: 0.1078 loss_giou_0: 0.3674 loss_class_1: 0.2378 loss_bbox_1: 0.1022 loss_giou_1: 0.3578 loss_class_2: 0.2325 loss_bbox_2: 0.09979 loss_giou_2: 0.3556 loss_class_3: 0.2308 loss_bbox_3: 0.09806 loss_giou_3: 0.3527 loss_class_4: 0.2262 loss_bbox_4: 0.09799 loss_giou_4: 0.352 loss_class_enc: 0.2648 loss_bbox_enc: 0.1191 loss_giou_enc: 0.3937 loss_class_dn: 0.03684 loss_bbox_dn: 0.1202 loss_giou_dn: 0.3189 loss_class_dn_0: 0.08854 loss_bbox_dn_0: 0.2066 loss_giou_dn_0: 0.472 loss_class_dn_1: 0.05801 loss_bbox_dn_1: 0.1445 loss_giou_dn_1: 0.3595 loss_class_dn_2: 0.04594 loss_bbox_dn_2: 0.1256 loss_giou_dn_2: 0.3306 loss_class_dn_3: 0.04064 loss_bbox_dn_3: 0.1212 loss_giou_dn_3: 0.321 loss_class_dn_4: 0.03764 loss_bbox_dn_4: 0.1203 loss_giou_dn_4: 0.3188 time: 1.1182 data_time: 0.1006 lr: 0.0001 max_mem: 43695M [05/21 09:53:29 d2.utils.events]: eta: 1 day, 5:11:43 iter: 129549 total_loss: 8.192 loss_class: 0.2228 loss_bbox: 0.09758 loss_giou: 0.3556 loss_class_0: 0.251 loss_bbox_0: 0.1078 loss_giou_0: 0.3771 loss_class_1: 0.2364 loss_bbox_1: 0.104 loss_giou_1: 0.3685 loss_class_2: 0.2306 loss_bbox_2: 0.1018 loss_giou_2: 0.361 loss_class_3: 0.2262 loss_bbox_3: 0.09933 loss_giou_3: 0.3577 loss_class_4: 0.2246 loss_bbox_4: 0.09759 loss_giou_4: 0.3545 loss_class_enc: 0.2668 loss_bbox_enc: 0.1173 loss_giou_enc: 0.3966 loss_class_dn: 0.0373 loss_bbox_dn: 0.1138 loss_giou_dn: 0.3229 loss_class_dn_0: 0.09223 loss_bbox_dn_0: 0.1921 loss_giou_dn_0: 0.469 loss_class_dn_1: 0.06098 loss_bbox_dn_1: 0.1346 loss_giou_dn_1: 0.3647 loss_class_dn_2: 0.0499 loss_bbox_dn_2: 0.118 loss_giou_dn_2: 0.3327 loss_class_dn_3: 0.04408 loss_bbox_dn_3: 0.115 loss_giou_dn_3: 0.3246 loss_class_dn_4: 0.0386 loss_bbox_dn_4: 0.1139 loss_giou_dn_4: 0.3228 time: 1.1182 data_time: 0.0949 lr: 0.0001 max_mem: 43695M [05/21 09:54:27 d2.utils.events]: eta: 1 day, 5:12:45 iter: 129599 total_loss: 8.355 loss_class: 0.2335 loss_bbox: 0.09932 loss_giou: 0.3474 loss_class_0: 0.2565 loss_bbox_0: 0.1096 loss_giou_0: 0.3712 loss_class_1: 0.247 loss_bbox_1: 0.1047 loss_giou_1: 0.3582 loss_class_2: 0.2395 loss_bbox_2: 0.1026 loss_giou_2: 0.3507 loss_class_3: 0.236 loss_bbox_3: 0.1008 loss_giou_3: 0.348 loss_class_4: 0.2334 loss_bbox_4: 0.09952 loss_giou_4: 0.3465 loss_class_enc: 0.2716 loss_bbox_enc: 0.1202 loss_giou_enc: 0.3924 loss_class_dn: 0.03844 loss_bbox_dn: 0.1208 loss_giou_dn: 0.3243 loss_class_dn_0: 0.0904 loss_bbox_dn_0: 0.2023 loss_giou_dn_0: 0.4766 loss_class_dn_1: 0.05926 loss_bbox_dn_1: 0.1434 loss_giou_dn_1: 0.3649 loss_class_dn_2: 0.04723 loss_bbox_dn_2: 0.126 loss_giou_dn_2: 0.3332 loss_class_dn_3: 0.04286 loss_bbox_dn_3: 0.1221 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.03878 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3242 time: 1.1182 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/21 09:55:24 d2.utils.events]: eta: 1 day, 5:13:19 iter: 129649 total_loss: 8.228 loss_class: 0.2273 loss_bbox: 0.1015 loss_giou: 0.349 loss_class_0: 0.2542 loss_bbox_0: 0.1139 loss_giou_0: 0.3667 loss_class_1: 0.2401 loss_bbox_1: 0.1077 loss_giou_1: 0.3574 loss_class_2: 0.2329 loss_bbox_2: 0.103 loss_giou_2: 0.3534 loss_class_3: 0.2313 loss_bbox_3: 0.102 loss_giou_3: 0.3497 loss_class_4: 0.229 loss_bbox_4: 0.1018 loss_giou_4: 0.3486 loss_class_enc: 0.2708 loss_bbox_enc: 0.1225 loss_giou_enc: 0.3886 loss_class_dn: 0.03707 loss_bbox_dn: 0.1252 loss_giou_dn: 0.3192 loss_class_dn_0: 0.09066 loss_bbox_dn_0: 0.2092 loss_giou_dn_0: 0.4751 loss_class_dn_1: 0.05825 loss_bbox_dn_1: 0.1493 loss_giou_dn_1: 0.3645 loss_class_dn_2: 0.04582 loss_bbox_dn_2: 0.1301 loss_giou_dn_2: 0.3307 loss_class_dn_3: 0.04136 loss_bbox_dn_3: 0.1267 loss_giou_dn_3: 0.3212 loss_class_dn_4: 0.038 loss_bbox_dn_4: 0.1251 loss_giou_dn_4: 0.3191 time: 1.1182 data_time: 0.0980 lr: 0.0001 max_mem: 43695M [05/21 09:56:20 d2.utils.events]: eta: 1 day, 5:12:19 iter: 129699 total_loss: 8.435 loss_class: 0.2347 loss_bbox: 0.1037 loss_giou: 0.3557 loss_class_0: 0.2577 loss_bbox_0: 0.1135 loss_giou_0: 0.3813 loss_class_1: 0.2467 loss_bbox_1: 0.1097 loss_giou_1: 0.3703 loss_class_2: 0.239 loss_bbox_2: 0.1052 loss_giou_2: 0.3605 loss_class_3: 0.2372 loss_bbox_3: 0.1056 loss_giou_3: 0.357 loss_class_4: 0.2357 loss_bbox_4: 0.1044 loss_giou_4: 0.3562 loss_class_enc: 0.2736 loss_bbox_enc: 0.1259 loss_giou_enc: 0.4037 loss_class_dn: 0.03821 loss_bbox_dn: 0.1239 loss_giou_dn: 0.3294 loss_class_dn_0: 0.09173 loss_bbox_dn_0: 0.2062 loss_giou_dn_0: 0.4798 loss_class_dn_1: 0.06062 loss_bbox_dn_1: 0.15 loss_giou_dn_1: 0.3703 loss_class_dn_2: 0.0486 loss_bbox_dn_2: 0.1309 loss_giou_dn_2: 0.3394 loss_class_dn_3: 0.04356 loss_bbox_dn_3: 0.126 loss_giou_dn_3: 0.3313 loss_class_dn_4: 0.03968 loss_bbox_dn_4: 0.1239 loss_giou_dn_4: 0.3293 time: 1.1182 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 09:57:17 d2.utils.events]: eta: 1 day, 5:11:29 iter: 129749 total_loss: 8.189 loss_class: 0.2271 loss_bbox: 0.1017 loss_giou: 0.3442 loss_class_0: 0.2575 loss_bbox_0: 0.1115 loss_giou_0: 0.3602 loss_class_1: 0.2434 loss_bbox_1: 0.1067 loss_giou_1: 0.3498 loss_class_2: 0.2371 loss_bbox_2: 0.1035 loss_giou_2: 0.349 loss_class_3: 0.2319 loss_bbox_3: 0.1026 loss_giou_3: 0.3445 loss_class_4: 0.2282 loss_bbox_4: 0.1017 loss_giou_4: 0.3442 loss_class_enc: 0.2714 loss_bbox_enc: 0.1245 loss_giou_enc: 0.3808 loss_class_dn: 0.03724 loss_bbox_dn: 0.1193 loss_giou_dn: 0.3098 loss_class_dn_0: 0.08919 loss_bbox_dn_0: 0.2029 loss_giou_dn_0: 0.4633 loss_class_dn_1: 0.06115 loss_bbox_dn_1: 0.1439 loss_giou_dn_1: 0.3549 loss_class_dn_2: 0.04701 loss_bbox_dn_2: 0.1241 loss_giou_dn_2: 0.3214 loss_class_dn_3: 0.04219 loss_bbox_dn_3: 0.121 loss_giou_dn_3: 0.3121 loss_class_dn_4: 0.03893 loss_bbox_dn_4: 0.1193 loss_giou_dn_4: 0.3095 time: 1.1182 data_time: 0.1037 lr: 0.0001 max_mem: 43695M [05/21 09:58:14 d2.utils.events]: eta: 1 day, 5:11:34 iter: 129799 total_loss: 8.347 loss_class: 0.2241 loss_bbox: 0.1002 loss_giou: 0.3555 loss_class_0: 0.2542 loss_bbox_0: 0.1104 loss_giou_0: 0.3758 loss_class_1: 0.2392 loss_bbox_1: 0.1035 loss_giou_1: 0.3643 loss_class_2: 0.2318 loss_bbox_2: 0.1025 loss_giou_2: 0.3594 loss_class_3: 0.2283 loss_bbox_3: 0.1016 loss_giou_3: 0.3578 loss_class_4: 0.2257 loss_bbox_4: 0.1002 loss_giou_4: 0.3559 loss_class_enc: 0.2728 loss_bbox_enc: 0.1202 loss_giou_enc: 0.396 loss_class_dn: 0.03718 loss_bbox_dn: 0.126 loss_giou_dn: 0.3233 loss_class_dn_0: 0.08935 loss_bbox_dn_0: 0.2058 loss_giou_dn_0: 0.4723 loss_class_dn_1: 0.05829 loss_bbox_dn_1: 0.1461 loss_giou_dn_1: 0.3669 loss_class_dn_2: 0.04637 loss_bbox_dn_2: 0.131 loss_giou_dn_2: 0.3349 loss_class_dn_3: 0.04248 loss_bbox_dn_3: 0.1268 loss_giou_dn_3: 0.3248 loss_class_dn_4: 0.03837 loss_bbox_dn_4: 0.1261 loss_giou_dn_4: 0.3232 time: 1.1182 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 09:59:11 d2.utils.events]: eta: 1 day, 5:12:23 iter: 129849 total_loss: 8.449 loss_class: 0.2347 loss_bbox: 0.09942 loss_giou: 0.3584 loss_class_0: 0.2589 loss_bbox_0: 0.1096 loss_giou_0: 0.3816 loss_class_1: 0.2456 loss_bbox_1: 0.1042 loss_giou_1: 0.3705 loss_class_2: 0.2404 loss_bbox_2: 0.1016 loss_giou_2: 0.3648 loss_class_3: 0.2393 loss_bbox_3: 0.09995 loss_giou_3: 0.3613 loss_class_4: 0.2352 loss_bbox_4: 0.09993 loss_giou_4: 0.3599 loss_class_enc: 0.2727 loss_bbox_enc: 0.1188 loss_giou_enc: 0.3999 loss_class_dn: 0.04018 loss_bbox_dn: 0.1189 loss_giou_dn: 0.3268 loss_class_dn_0: 0.09716 loss_bbox_dn_0: 0.2023 loss_giou_dn_0: 0.4798 loss_class_dn_1: 0.06532 loss_bbox_dn_1: 0.1405 loss_giou_dn_1: 0.3696 loss_class_dn_2: 0.05117 loss_bbox_dn_2: 0.1232 loss_giou_dn_2: 0.3375 loss_class_dn_3: 0.04564 loss_bbox_dn_3: 0.1193 loss_giou_dn_3: 0.329 loss_class_dn_4: 0.04069 loss_bbox_dn_4: 0.1188 loss_giou_dn_4: 0.3268 time: 1.1182 data_time: 0.1204 lr: 0.0001 max_mem: 43695M [05/21 10:00:08 d2.utils.events]: eta: 1 day, 5:12:21 iter: 129899 total_loss: 8.55 loss_class: 0.2278 loss_bbox: 0.1019 loss_giou: 0.3699 loss_class_0: 0.2567 loss_bbox_0: 0.1131 loss_giou_0: 0.3892 loss_class_1: 0.2418 loss_bbox_1: 0.1062 loss_giou_1: 0.3794 loss_class_2: 0.2358 loss_bbox_2: 0.1041 loss_giou_2: 0.3742 loss_class_3: 0.2316 loss_bbox_3: 0.1023 loss_giou_3: 0.3719 loss_class_4: 0.2283 loss_bbox_4: 0.1026 loss_giou_4: 0.3707 loss_class_enc: 0.2707 loss_bbox_enc: 0.1229 loss_giou_enc: 0.4129 loss_class_dn: 0.03804 loss_bbox_dn: 0.1206 loss_giou_dn: 0.3395 loss_class_dn_0: 0.09103 loss_bbox_dn_0: 0.1979 loss_giou_dn_0: 0.4898 loss_class_dn_1: 0.06204 loss_bbox_dn_1: 0.1416 loss_giou_dn_1: 0.3795 loss_class_dn_2: 0.04869 loss_bbox_dn_2: 0.1254 loss_giou_dn_2: 0.3489 loss_class_dn_3: 0.0428 loss_bbox_dn_3: 0.1219 loss_giou_dn_3: 0.3417 loss_class_dn_4: 0.03888 loss_bbox_dn_4: 0.1207 loss_giou_dn_4: 0.3395 time: 1.1182 data_time: 0.0966 lr: 0.0001 max_mem: 43695M [05/21 10:01:05 d2.utils.events]: eta: 1 day, 5:12:20 iter: 129949 total_loss: 8.485 loss_class: 0.2302 loss_bbox: 0.1025 loss_giou: 0.3606 loss_class_0: 0.259 loss_bbox_0: 0.1136 loss_giou_0: 0.3811 loss_class_1: 0.2464 loss_bbox_1: 0.1065 loss_giou_1: 0.3731 loss_class_2: 0.2376 loss_bbox_2: 0.1053 loss_giou_2: 0.3664 loss_class_3: 0.2349 loss_bbox_3: 0.1031 loss_giou_3: 0.3621 loss_class_4: 0.2335 loss_bbox_4: 0.1023 loss_giou_4: 0.3607 loss_class_enc: 0.2696 loss_bbox_enc: 0.121 loss_giou_enc: 0.4057 loss_class_dn: 0.04 loss_bbox_dn: 0.1207 loss_giou_dn: 0.3257 loss_class_dn_0: 0.0931 loss_bbox_dn_0: 0.2005 loss_giou_dn_0: 0.4803 loss_class_dn_1: 0.06312 loss_bbox_dn_1: 0.1445 loss_giou_dn_1: 0.3711 loss_class_dn_2: 0.05036 loss_bbox_dn_2: 0.1263 loss_giou_dn_2: 0.3361 loss_class_dn_3: 0.04525 loss_bbox_dn_3: 0.1227 loss_giou_dn_3: 0.328 loss_class_dn_4: 0.04136 loss_bbox_dn_4: 0.1207 loss_giou_dn_4: 0.3254 time: 1.1182 data_time: 0.1018 lr: 0.0001 max_mem: 43695M [05/21 10:02:01 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0129999.pth [05/21 10:02:13 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 10:02:29 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 10:02:33 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 10:02:34 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 10:03:12 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0131 s/iter. Inference: 0.0941 s/iter. Eval: 0.0004 s/iter. Total: 0.1076 s/iter. ETA=0:00:32 [05/21 10:03:18 d2.evaluation.evaluator]: Inference done 57/313. Dataloading: 0.0149 s/iter. Inference: 0.0952 s/iter. Eval: 0.0004 s/iter. Total: 0.1105 s/iter. ETA=0:00:28 [05/21 10:03:23 d2.evaluation.evaluator]: Inference done 103/313. Dataloading: 0.0159 s/iter. Inference: 0.0939 s/iter. Eval: 0.0004 s/iter. Total: 0.1103 s/iter. ETA=0:00:23 [05/21 10:03:28 d2.evaluation.evaluator]: Inference done 136/313. Dataloading: 0.0172 s/iter. Inference: 0.1037 s/iter. Eval: 0.0005 s/iter. Total: 0.1214 s/iter. ETA=0:00:21 [05/21 10:03:33 d2.evaluation.evaluator]: Inference done 180/313. Dataloading: 0.0171 s/iter. Inference: 0.1018 s/iter. Eval: 0.0005 s/iter. Total: 0.1195 s/iter. ETA=0:00:15 [05/21 10:03:38 d2.evaluation.evaluator]: Inference done 224/313. Dataloading: 0.0172 s/iter. Inference: 0.1008 s/iter. Eval: 0.0005 s/iter. Total: 0.1186 s/iter. ETA=0:00:10 [05/21 10:03:43 d2.evaluation.evaluator]: Inference done 267/313. Dataloading: 0.0171 s/iter. Inference: 0.1005 s/iter. Eval: 0.0005 s/iter. Total: 0.1183 s/iter. ETA=0:00:05 [05/21 10:03:48 d2.evaluation.evaluator]: Total inference time: 0:00:36.445513 (0.118330 s / iter per device, on 16 devices) [05/21 10:03:48 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:30 (0.098944 s / iter per device, on 16 devices) [05/21 10:04:04 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 10:04:04 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 10:04:11 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=7.71s) creating index... index created! [05/21 10:04:19 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 10:04:41 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.46 seconds. [05/21 10:04:41 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 10:04:44 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.10 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.335 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.756 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855 [05/21 10:04:44 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 46.367 | 62.621 | 50.510 | 33.461 | 49.789 | 58.755 | [05/21 10:04:44 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 62.271 | bicycle | 39.261 | car | 49.693 | | motorcycle | 47.887 | airplane | 77.141 | bus | 74.520 | | train | 74.777 | truck | 35.000 | boat | 33.246 | | traffic light | 30.746 | fire hydrant | 74.591 | stop sign | 61.096 | | parking meter | 17.461 | bench | 33.724 | bird | 41.586 | | cat | 75.628 | dog | 72.172 | horse | 64.093 | | sheep | 53.349 | cow | 66.563 | elephant | 72.782 | | bear | 75.885 | zebra | 73.398 | giraffe | 76.069 | | backpack | 20.659 | umbrella | 45.576 | handbag | 16.644 | | tie | 41.587 | suitcase | 39.118 | frisbee | 74.335 | | skis | 29.498 | snowboard | 47.152 | sports ball | 37.251 | | kite | 46.967 | baseball bat | 40.915 | baseball glove | 48.461 | | skateboard | 59.522 | surfboard | 48.384 | tennis racket | 55.099 | | bottle | 42.553 | wine glass | 47.644 | cup | 51.793 | | fork | 50.041 | knife | 25.978 | spoon | 27.236 | | bowl | 46.215 | banana | 22.383 | apple | 17.661 | | sandwich | 32.650 | orange | 34.455 | broccoli | 20.876 | | carrot | 16.989 | hot dog | 34.912 | pizza | 61.358 | | donut | 36.209 | cake | 46.611 | chair | 36.059 | | couch | 46.970 | potted plant | 27.317 | bed | 36.445 | | dining table | 28.343 | toilet | 63.384 | tv | 61.829 | | laptop | 73.415 | mouse | 68.201 | remote | 28.997 | | keyboard | 51.313 | cell phone | 46.644 | microwave | 68.121 | | oven | 15.082 | toaster | 52.911 | sink | 37.856 | | refrigerator | 63.276 | book | 10.214 | clock | 47.484 | | vase | 35.962 | scissors | 38.220 | teddy bear | 57.418 | | hair drier | 19.782 | toothbrush | 44.457 | | | [05/21 10:04:46 d2.evaluation.testing]: copypaste: Task: bbox [05/21 10:04:46 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 10:04:46 d2.evaluation.testing]: copypaste: 46.3672,62.6214,50.5102,33.4607,49.7893,58.7548 [05/21 10:04:46 d2.utils.events]: eta: 1 day, 5:11:50 iter: 129999 total_loss: 8.336 loss_class: 0.2322 loss_bbox: 0.1012 loss_giou: 0.3499 loss_class_0: 0.2586 loss_bbox_0: 0.1133 loss_giou_0: 0.3755 loss_class_1: 0.2477 loss_bbox_1: 0.1059 loss_giou_1: 0.3633 loss_class_2: 0.2406 loss_bbox_2: 0.1037 loss_giou_2: 0.3555 loss_class_3: 0.237 loss_bbox_3: 0.1026 loss_giou_3: 0.3514 loss_class_4: 0.2334 loss_bbox_4: 0.1013 loss_giou_4: 0.3503 loss_class_enc: 0.2731 loss_bbox_enc: 0.1236 loss_giou_enc: 0.4007 loss_class_dn: 0.04011 loss_bbox_dn: 0.1223 loss_giou_dn: 0.3226 loss_class_dn_0: 0.09502 loss_bbox_dn_0: 0.1969 loss_giou_dn_0: 0.4737 loss_class_dn_1: 0.06271 loss_bbox_dn_1: 0.1437 loss_giou_dn_1: 0.3653 loss_class_dn_2: 0.0505 loss_bbox_dn_2: 0.1266 loss_giou_dn_2: 0.3352 loss_class_dn_3: 0.04497 loss_bbox_dn_3: 0.1228 loss_giou_dn_3: 0.3253 loss_class_dn_4: 0.04125 loss_bbox_dn_4: 0.1222 loss_giou_dn_4: 0.3226 time: 1.1182 data_time: 0.0987 lr: 0.0001 max_mem: 43695M [05/21 10:05:42 d2.utils.events]: eta: 1 day, 5:10:03 iter: 130049 total_loss: 8.247 loss_class: 0.2288 loss_bbox: 0.09996 loss_giou: 0.3534 loss_class_0: 0.2529 loss_bbox_0: 0.1095 loss_giou_0: 0.3721 loss_class_1: 0.2404 loss_bbox_1: 0.1043 loss_giou_1: 0.3646 loss_class_2: 0.2351 loss_bbox_2: 0.1022 loss_giou_2: 0.3594 loss_class_3: 0.2323 loss_bbox_3: 0.1011 loss_giou_3: 0.3572 loss_class_4: 0.2293 loss_bbox_4: 0.09945 loss_giou_4: 0.3546 loss_class_enc: 0.2701 loss_bbox_enc: 0.1205 loss_giou_enc: 0.3989 loss_class_dn: 0.04064 loss_bbox_dn: 0.1201 loss_giou_dn: 0.3197 loss_class_dn_0: 0.09217 loss_bbox_dn_0: 0.201 loss_giou_dn_0: 0.4733 loss_class_dn_1: 0.06301 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3643 loss_class_dn_2: 0.04914 loss_bbox_dn_2: 0.1255 loss_giou_dn_2: 0.3308 loss_class_dn_3: 0.04446 loss_bbox_dn_3: 0.1208 loss_giou_dn_3: 0.3226 loss_class_dn_4: 0.04128 loss_bbox_dn_4: 0.1201 loss_giou_dn_4: 0.3195 time: 1.1182 data_time: 0.0966 lr: 0.0001 max_mem: 43695M [05/21 10:06:38 d2.utils.events]: eta: 1 day, 5:09:07 iter: 130099 total_loss: 8.179 loss_class: 0.2192 loss_bbox: 0.09888 loss_giou: 0.3398 loss_class_0: 0.2487 loss_bbox_0: 0.1101 loss_giou_0: 0.3636 loss_class_1: 0.2336 loss_bbox_1: 0.1041 loss_giou_1: 0.353 loss_class_2: 0.226 loss_bbox_2: 0.1009 loss_giou_2: 0.3423 loss_class_3: 0.2235 loss_bbox_3: 0.1 loss_giou_3: 0.3422 loss_class_4: 0.2201 loss_bbox_4: 0.09907 loss_giou_4: 0.3393 loss_class_enc: 0.2661 loss_bbox_enc: 0.1192 loss_giou_enc: 0.385 loss_class_dn: 0.03821 loss_bbox_dn: 0.121 loss_giou_dn: 0.3171 loss_class_dn_0: 0.09061 loss_bbox_dn_0: 0.1996 loss_giou_dn_0: 0.4793 loss_class_dn_1: 0.06014 loss_bbox_dn_1: 0.1432 loss_giou_dn_1: 0.3636 loss_class_dn_2: 0.04821 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.3287 loss_class_dn_3: 0.04254 loss_bbox_dn_3: 0.1229 loss_giou_dn_3: 0.3193 loss_class_dn_4: 0.03909 loss_bbox_dn_4: 0.121 loss_giou_dn_4: 0.317 time: 1.1182 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 10:07:34 d2.utils.events]: eta: 1 day, 5:08:39 iter: 130149 total_loss: 8.143 loss_class: 0.2269 loss_bbox: 0.09999 loss_giou: 0.3466 loss_class_0: 0.2514 loss_bbox_0: 0.1104 loss_giou_0: 0.3676 loss_class_1: 0.2394 loss_bbox_1: 0.1043 loss_giou_1: 0.3586 loss_class_2: 0.2353 loss_bbox_2: 0.1013 loss_giou_2: 0.3514 loss_class_3: 0.2304 loss_bbox_3: 0.1005 loss_giou_3: 0.3471 loss_class_4: 0.2269 loss_bbox_4: 0.09982 loss_giou_4: 0.346 loss_class_enc: 0.2653 loss_bbox_enc: 0.1211 loss_giou_enc: 0.3886 loss_class_dn: 0.03752 loss_bbox_dn: 0.1156 loss_giou_dn: 0.3156 loss_class_dn_0: 0.08969 loss_bbox_dn_0: 0.1985 loss_giou_dn_0: 0.4664 loss_class_dn_1: 0.06092 loss_bbox_dn_1: 0.1384 loss_giou_dn_1: 0.3579 loss_class_dn_2: 0.048 loss_bbox_dn_2: 0.1203 loss_giou_dn_2: 0.3263 loss_class_dn_3: 0.04323 loss_bbox_dn_3: 0.1163 loss_giou_dn_3: 0.3177 loss_class_dn_4: 0.0389 loss_bbox_dn_4: 0.1155 loss_giou_dn_4: 0.3157 time: 1.1182 data_time: 0.1000 lr: 0.0001 max_mem: 43695M [05/21 10:08:30 d2.utils.events]: eta: 1 day, 5:08:21 iter: 130199 total_loss: 8.434 loss_class: 0.2322 loss_bbox: 0.1026 loss_giou: 0.3537 loss_class_0: 0.2571 loss_bbox_0: 0.1121 loss_giou_0: 0.3767 loss_class_1: 0.2463 loss_bbox_1: 0.1069 loss_giou_1: 0.3619 loss_class_2: 0.2391 loss_bbox_2: 0.1042 loss_giou_2: 0.3598 loss_class_3: 0.2362 loss_bbox_3: 0.1027 loss_giou_3: 0.3571 loss_class_4: 0.2321 loss_bbox_4: 0.1021 loss_giou_4: 0.3534 loss_class_enc: 0.2721 loss_bbox_enc: 0.1221 loss_giou_enc: 0.3943 loss_class_dn: 0.03764 loss_bbox_dn: 0.1202 loss_giou_dn: 0.3238 loss_class_dn_0: 0.09252 loss_bbox_dn_0: 0.2002 loss_giou_dn_0: 0.4746 loss_class_dn_1: 0.0617 loss_bbox_dn_1: 0.1423 loss_giou_dn_1: 0.3683 loss_class_dn_2: 0.0489 loss_bbox_dn_2: 0.1247 loss_giou_dn_2: 0.3348 loss_class_dn_3: 0.04308 loss_bbox_dn_3: 0.1208 loss_giou_dn_3: 0.3263 loss_class_dn_4: 0.03894 loss_bbox_dn_4: 0.1202 loss_giou_dn_4: 0.3237 time: 1.1182 data_time: 0.0940 lr: 0.0001 max_mem: 43695M [05/21 10:09:26 d2.utils.events]: eta: 1 day, 5:07:25 iter: 130249 total_loss: 8.337 loss_class: 0.2298 loss_bbox: 0.1059 loss_giou: 0.35 loss_class_0: 0.257 loss_bbox_0: 0.1156 loss_giou_0: 0.3665 loss_class_1: 0.2454 loss_bbox_1: 0.1085 loss_giou_1: 0.3539 loss_class_2: 0.2382 loss_bbox_2: 0.1082 loss_giou_2: 0.3546 loss_class_3: 0.235 loss_bbox_3: 0.1065 loss_giou_3: 0.3521 loss_class_4: 0.2309 loss_bbox_4: 0.1053 loss_giou_4: 0.3495 loss_class_enc: 0.2742 loss_bbox_enc: 0.1258 loss_giou_enc: 0.3906 loss_class_dn: 0.03863 loss_bbox_dn: 0.1262 loss_giou_dn: 0.3162 loss_class_dn_0: 0.09182 loss_bbox_dn_0: 0.2159 loss_giou_dn_0: 0.4694 loss_class_dn_1: 0.06155 loss_bbox_dn_1: 0.1509 loss_giou_dn_1: 0.3606 loss_class_dn_2: 0.04791 loss_bbox_dn_2: 0.1323 loss_giou_dn_2: 0.326 loss_class_dn_3: 0.04286 loss_bbox_dn_3: 0.1274 loss_giou_dn_3: 0.3179 loss_class_dn_4: 0.03969 loss_bbox_dn_4: 0.1263 loss_giou_dn_4: 0.3159 time: 1.1182 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 10:10:23 d2.utils.events]: eta: 1 day, 5:07:58 iter: 130299 total_loss: 8.342 loss_class: 0.2245 loss_bbox: 0.09981 loss_giou: 0.3502 loss_class_0: 0.2522 loss_bbox_0: 0.1108 loss_giou_0: 0.3713 loss_class_1: 0.2385 loss_bbox_1: 0.1046 loss_giou_1: 0.3587 loss_class_2: 0.2328 loss_bbox_2: 0.1024 loss_giou_2: 0.3531 loss_class_3: 0.2287 loss_bbox_3: 0.1006 loss_giou_3: 0.3513 loss_class_4: 0.2258 loss_bbox_4: 0.09961 loss_giou_4: 0.3499 loss_class_enc: 0.2627 loss_bbox_enc: 0.1214 loss_giou_enc: 0.3943 loss_class_dn: 0.03648 loss_bbox_dn: 0.1181 loss_giou_dn: 0.3246 loss_class_dn_0: 0.08825 loss_bbox_dn_0: 0.2012 loss_giou_dn_0: 0.4707 loss_class_dn_1: 0.05782 loss_bbox_dn_1: 0.1417 loss_giou_dn_1: 0.3661 loss_class_dn_2: 0.04482 loss_bbox_dn_2: 0.1248 loss_giou_dn_2: 0.3346 loss_class_dn_3: 0.04063 loss_bbox_dn_3: 0.1195 loss_giou_dn_3: 0.3266 loss_class_dn_4: 0.03715 loss_bbox_dn_4: 0.118 loss_giou_dn_4: 0.3245 time: 1.1182 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/21 10:11:18 d2.utils.events]: eta: 1 day, 5:06:01 iter: 130349 total_loss: 8.268 loss_class: 0.2233 loss_bbox: 0.09959 loss_giou: 0.3587 loss_class_0: 0.2521 loss_bbox_0: 0.1085 loss_giou_0: 0.3805 loss_class_1: 0.2359 loss_bbox_1: 0.1028 loss_giou_1: 0.3685 loss_class_2: 0.2295 loss_bbox_2: 0.1008 loss_giou_2: 0.3649 loss_class_3: 0.2272 loss_bbox_3: 0.09954 loss_giou_3: 0.3603 loss_class_4: 0.2242 loss_bbox_4: 0.09946 loss_giou_4: 0.3591 loss_class_enc: 0.2662 loss_bbox_enc: 0.1175 loss_giou_enc: 0.4032 loss_class_dn: 0.03973 loss_bbox_dn: 0.1187 loss_giou_dn: 0.3293 loss_class_dn_0: 0.09472 loss_bbox_dn_0: 0.1985 loss_giou_dn_0: 0.4846 loss_class_dn_1: 0.0636 loss_bbox_dn_1: 0.143 loss_giou_dn_1: 0.3734 loss_class_dn_2: 0.04988 loss_bbox_dn_2: 0.1253 loss_giou_dn_2: 0.3384 loss_class_dn_3: 0.04396 loss_bbox_dn_3: 0.1207 loss_giou_dn_3: 0.3312 loss_class_dn_4: 0.04123 loss_bbox_dn_4: 0.1187 loss_giou_dn_4: 0.3293 time: 1.1182 data_time: 0.0963 lr: 0.0001 max_mem: 43695M [05/21 10:12:14 d2.utils.events]: eta: 1 day, 5:05:06 iter: 130399 total_loss: 8.185 loss_class: 0.2272 loss_bbox: 0.09886 loss_giou: 0.3456 loss_class_0: 0.2537 loss_bbox_0: 0.1096 loss_giou_0: 0.3622 loss_class_1: 0.2404 loss_bbox_1: 0.1035 loss_giou_1: 0.3524 loss_class_2: 0.2333 loss_bbox_2: 0.1007 loss_giou_2: 0.3512 loss_class_3: 0.2314 loss_bbox_3: 0.09926 loss_giou_3: 0.347 loss_class_4: 0.228 loss_bbox_4: 0.09924 loss_giou_4: 0.3463 loss_class_enc: 0.2682 loss_bbox_enc: 0.121 loss_giou_enc: 0.3854 loss_class_dn: 0.0386 loss_bbox_dn: 0.1245 loss_giou_dn: 0.3174 loss_class_dn_0: 0.0897 loss_bbox_dn_0: 0.2092 loss_giou_dn_0: 0.4675 loss_class_dn_1: 0.05798 loss_bbox_dn_1: 0.1476 loss_giou_dn_1: 0.3615 loss_class_dn_2: 0.0472 loss_bbox_dn_2: 0.1303 loss_giou_dn_2: 0.3303 loss_class_dn_3: 0.04215 loss_bbox_dn_3: 0.1254 loss_giou_dn_3: 0.3197 loss_class_dn_4: 0.03939 loss_bbox_dn_4: 0.1244 loss_giou_dn_4: 0.3173 time: 1.1182 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 10:13:10 d2.utils.events]: eta: 1 day, 5:03:48 iter: 130449 total_loss: 8.49 loss_class: 0.2321 loss_bbox: 0.1047 loss_giou: 0.3525 loss_class_0: 0.2618 loss_bbox_0: 0.1165 loss_giou_0: 0.3739 loss_class_1: 0.2486 loss_bbox_1: 0.1076 loss_giou_1: 0.3618 loss_class_2: 0.2413 loss_bbox_2: 0.1066 loss_giou_2: 0.3574 loss_class_3: 0.2382 loss_bbox_3: 0.1046 loss_giou_3: 0.3543 loss_class_4: 0.2347 loss_bbox_4: 0.1048 loss_giou_4: 0.3526 loss_class_enc: 0.2754 loss_bbox_enc: 0.1237 loss_giou_enc: 0.3983 loss_class_dn: 0.03947 loss_bbox_dn: 0.1289 loss_giou_dn: 0.3217 loss_class_dn_0: 0.09351 loss_bbox_dn_0: 0.2143 loss_giou_dn_0: 0.4799 loss_class_dn_1: 0.06378 loss_bbox_dn_1: 0.1528 loss_giou_dn_1: 0.3673 loss_class_dn_2: 0.04951 loss_bbox_dn_2: 0.1336 loss_giou_dn_2: 0.3322 loss_class_dn_3: 0.04314 loss_bbox_dn_3: 0.1304 loss_giou_dn_3: 0.324 loss_class_dn_4: 0.04091 loss_bbox_dn_4: 0.1289 loss_giou_dn_4: 0.3215 time: 1.1182 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 10:14:07 d2.utils.events]: eta: 1 day, 5:03:04 iter: 130499 total_loss: 8.164 loss_class: 0.2201 loss_bbox: 0.1012 loss_giou: 0.3445 loss_class_0: 0.247 loss_bbox_0: 0.1115 loss_giou_0: 0.3605 loss_class_1: 0.2346 loss_bbox_1: 0.1064 loss_giou_1: 0.3534 loss_class_2: 0.225 loss_bbox_2: 0.1026 loss_giou_2: 0.3518 loss_class_3: 0.2253 loss_bbox_3: 0.1015 loss_giou_3: 0.3467 loss_class_4: 0.2215 loss_bbox_4: 0.1009 loss_giou_4: 0.3436 loss_class_enc: 0.2616 loss_bbox_enc: 0.1206 loss_giou_enc: 0.3853 loss_class_dn: 0.0359 loss_bbox_dn: 0.1192 loss_giou_dn: 0.3178 loss_class_dn_0: 0.08853 loss_bbox_dn_0: 0.2059 loss_giou_dn_0: 0.4667 loss_class_dn_1: 0.05762 loss_bbox_dn_1: 0.143 loss_giou_dn_1: 0.3583 loss_class_dn_2: 0.04555 loss_bbox_dn_2: 0.1244 loss_giou_dn_2: 0.3267 loss_class_dn_3: 0.04051 loss_bbox_dn_3: 0.1203 loss_giou_dn_3: 0.319 loss_class_dn_4: 0.037 loss_bbox_dn_4: 0.1192 loss_giou_dn_4: 0.3178 time: 1.1182 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/21 10:15:03 d2.utils.events]: eta: 1 day, 5:01:57 iter: 130549 total_loss: 8.265 loss_class: 0.2238 loss_bbox: 0.09784 loss_giou: 0.3536 loss_class_0: 0.2537 loss_bbox_0: 0.1079 loss_giou_0: 0.3716 loss_class_1: 0.2369 loss_bbox_1: 0.1025 loss_giou_1: 0.3663 loss_class_2: 0.2308 loss_bbox_2: 0.1003 loss_giou_2: 0.3578 loss_class_3: 0.2283 loss_bbox_3: 0.09847 loss_giou_3: 0.3545 loss_class_4: 0.2255 loss_bbox_4: 0.09833 loss_giou_4: 0.3528 loss_class_enc: 0.2659 loss_bbox_enc: 0.1163 loss_giou_enc: 0.3935 loss_class_dn: 0.03635 loss_bbox_dn: 0.12 loss_giou_dn: 0.3247 loss_class_dn_0: 0.09139 loss_bbox_dn_0: 0.1986 loss_giou_dn_0: 0.4769 loss_class_dn_1: 0.06006 loss_bbox_dn_1: 0.1415 loss_giou_dn_1: 0.3691 loss_class_dn_2: 0.04568 loss_bbox_dn_2: 0.1245 loss_giou_dn_2: 0.3355 loss_class_dn_3: 0.04041 loss_bbox_dn_3: 0.121 loss_giou_dn_3: 0.327 loss_class_dn_4: 0.03723 loss_bbox_dn_4: 0.1199 loss_giou_dn_4: 0.3247 time: 1.1182 data_time: 0.0992 lr: 0.0001 max_mem: 43695M [05/21 10:15:59 d2.utils.events]: eta: 1 day, 5:00:20 iter: 130599 total_loss: 8.442 loss_class: 0.225 loss_bbox: 0.103 loss_giou: 0.358 loss_class_0: 0.2535 loss_bbox_0: 0.111 loss_giou_0: 0.3762 loss_class_1: 0.2383 loss_bbox_1: 0.1073 loss_giou_1: 0.3682 loss_class_2: 0.2318 loss_bbox_2: 0.105 loss_giou_2: 0.3613 loss_class_3: 0.2286 loss_bbox_3: 0.1036 loss_giou_3: 0.3585 loss_class_4: 0.2273 loss_bbox_4: 0.1029 loss_giou_4: 0.3576 loss_class_enc: 0.268 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3978 loss_class_dn: 0.03802 loss_bbox_dn: 0.1245 loss_giou_dn: 0.3329 loss_class_dn_0: 0.09268 loss_bbox_dn_0: 0.2112 loss_giou_dn_0: 0.4836 loss_class_dn_1: 0.06192 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3756 loss_class_dn_2: 0.04993 loss_bbox_dn_2: 0.1306 loss_giou_dn_2: 0.3446 loss_class_dn_3: 0.04379 loss_bbox_dn_3: 0.1261 loss_giou_dn_3: 0.335 loss_class_dn_4: 0.03977 loss_bbox_dn_4: 0.1244 loss_giou_dn_4: 0.3328 time: 1.1182 data_time: 0.0927 lr: 0.0001 max_mem: 43695M [05/21 10:16:56 d2.utils.events]: eta: 1 day, 4:57:41 iter: 130649 total_loss: 8.262 loss_class: 0.2235 loss_bbox: 0.1021 loss_giou: 0.3538 loss_class_0: 0.2499 loss_bbox_0: 0.1128 loss_giou_0: 0.3778 loss_class_1: 0.239 loss_bbox_1: 0.108 loss_giou_1: 0.3649 loss_class_2: 0.2307 loss_bbox_2: 0.1048 loss_giou_2: 0.3584 loss_class_3: 0.2295 loss_bbox_3: 0.1022 loss_giou_3: 0.3551 loss_class_4: 0.2243 loss_bbox_4: 0.1019 loss_giou_4: 0.3535 loss_class_enc: 0.2662 loss_bbox_enc: 0.1227 loss_giou_enc: 0.3978 loss_class_dn: 0.03572 loss_bbox_dn: 0.1228 loss_giou_dn: 0.3195 loss_class_dn_0: 0.08934 loss_bbox_dn_0: 0.2017 loss_giou_dn_0: 0.4713 loss_class_dn_1: 0.05838 loss_bbox_dn_1: 0.1447 loss_giou_dn_1: 0.3624 loss_class_dn_2: 0.04384 loss_bbox_dn_2: 0.1276 loss_giou_dn_2: 0.3294 loss_class_dn_3: 0.04039 loss_bbox_dn_3: 0.124 loss_giou_dn_3: 0.322 loss_class_dn_4: 0.03657 loss_bbox_dn_4: 0.1227 loss_giou_dn_4: 0.3191 time: 1.1182 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 10:17:52 d2.utils.events]: eta: 1 day, 4:57:01 iter: 130699 total_loss: 8.271 loss_class: 0.2294 loss_bbox: 0.09968 loss_giou: 0.3462 loss_class_0: 0.257 loss_bbox_0: 0.1132 loss_giou_0: 0.3669 loss_class_1: 0.2462 loss_bbox_1: 0.106 loss_giou_1: 0.3556 loss_class_2: 0.2379 loss_bbox_2: 0.1019 loss_giou_2: 0.3495 loss_class_3: 0.2345 loss_bbox_3: 0.1002 loss_giou_3: 0.3476 loss_class_4: 0.2309 loss_bbox_4: 0.09979 loss_giou_4: 0.3478 loss_class_enc: 0.2712 loss_bbox_enc: 0.122 loss_giou_enc: 0.3899 loss_class_dn: 0.04027 loss_bbox_dn: 0.1227 loss_giou_dn: 0.3215 loss_class_dn_0: 0.09078 loss_bbox_dn_0: 0.2018 loss_giou_dn_0: 0.4713 loss_class_dn_1: 0.06097 loss_bbox_dn_1: 0.1448 loss_giou_dn_1: 0.3632 loss_class_dn_2: 0.04893 loss_bbox_dn_2: 0.1275 loss_giou_dn_2: 0.3323 loss_class_dn_3: 0.04382 loss_bbox_dn_3: 0.1234 loss_giou_dn_3: 0.3237 loss_class_dn_4: 0.0419 loss_bbox_dn_4: 0.1228 loss_giou_dn_4: 0.3214 time: 1.1182 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 10:18:49 d2.utils.events]: eta: 1 day, 4:56:25 iter: 130749 total_loss: 8.434 loss_class: 0.2294 loss_bbox: 0.105 loss_giou: 0.3637 loss_class_0: 0.2538 loss_bbox_0: 0.1155 loss_giou_0: 0.382 loss_class_1: 0.241 loss_bbox_1: 0.1105 loss_giou_1: 0.3727 loss_class_2: 0.2336 loss_bbox_2: 0.1083 loss_giou_2: 0.3691 loss_class_3: 0.2313 loss_bbox_3: 0.1055 loss_giou_3: 0.3656 loss_class_4: 0.2288 loss_bbox_4: 0.1056 loss_giou_4: 0.3645 loss_class_enc: 0.2672 loss_bbox_enc: 0.1248 loss_giou_enc: 0.4031 loss_class_dn: 0.03618 loss_bbox_dn: 0.1297 loss_giou_dn: 0.3326 loss_class_dn_0: 0.08868 loss_bbox_dn_0: 0.2108 loss_giou_dn_0: 0.485 loss_class_dn_1: 0.0601 loss_bbox_dn_1: 0.1526 loss_giou_dn_1: 0.3753 loss_class_dn_2: 0.04775 loss_bbox_dn_2: 0.1356 loss_giou_dn_2: 0.3443 loss_class_dn_3: 0.04137 loss_bbox_dn_3: 0.131 loss_giou_dn_3: 0.3348 loss_class_dn_4: 0.03692 loss_bbox_dn_4: 0.1296 loss_giou_dn_4: 0.3324 time: 1.1182 data_time: 0.0984 lr: 0.0001 max_mem: 43695M [05/21 10:19:46 d2.utils.events]: eta: 1 day, 4:54:55 iter: 130799 total_loss: 8.456 loss_class: 0.2319 loss_bbox: 0.1016 loss_giou: 0.3521 loss_class_0: 0.2556 loss_bbox_0: 0.1119 loss_giou_0: 0.3713 loss_class_1: 0.2457 loss_bbox_1: 0.1057 loss_giou_1: 0.3607 loss_class_2: 0.2362 loss_bbox_2: 0.104 loss_giou_2: 0.3567 loss_class_3: 0.2372 loss_bbox_3: 0.102 loss_giou_3: 0.3534 loss_class_4: 0.2329 loss_bbox_4: 0.1019 loss_giou_4: 0.3515 loss_class_enc: 0.2707 loss_bbox_enc: 0.1247 loss_giou_enc: 0.395 loss_class_dn: 0.04049 loss_bbox_dn: 0.1227 loss_giou_dn: 0.3307 loss_class_dn_0: 0.09396 loss_bbox_dn_0: 0.201 loss_giou_dn_0: 0.4815 loss_class_dn_1: 0.06164 loss_bbox_dn_1: 0.1457 loss_giou_dn_1: 0.3723 loss_class_dn_2: 0.05031 loss_bbox_dn_2: 0.1275 loss_giou_dn_2: 0.3408 loss_class_dn_3: 0.04532 loss_bbox_dn_3: 0.1234 loss_giou_dn_3: 0.3323 loss_class_dn_4: 0.04141 loss_bbox_dn_4: 0.1226 loss_giou_dn_4: 0.3306 time: 1.1182 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 10:20:42 d2.utils.events]: eta: 1 day, 4:53:22 iter: 130849 total_loss: 8.502 loss_class: 0.2339 loss_bbox: 0.1038 loss_giou: 0.362 loss_class_0: 0.2547 loss_bbox_0: 0.1123 loss_giou_0: 0.3815 loss_class_1: 0.2452 loss_bbox_1: 0.1083 loss_giou_1: 0.375 loss_class_2: 0.2384 loss_bbox_2: 0.1058 loss_giou_2: 0.3659 loss_class_3: 0.2387 loss_bbox_3: 0.1041 loss_giou_3: 0.363 loss_class_4: 0.2339 loss_bbox_4: 0.1041 loss_giou_4: 0.3618 loss_class_enc: 0.2716 loss_bbox_enc: 0.125 loss_giou_enc: 0.4051 loss_class_dn: 0.04072 loss_bbox_dn: 0.1262 loss_giou_dn: 0.3339 loss_class_dn_0: 0.09247 loss_bbox_dn_0: 0.2053 loss_giou_dn_0: 0.4749 loss_class_dn_1: 0.06064 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3764 loss_class_dn_2: 0.05052 loss_bbox_dn_2: 0.1298 loss_giou_dn_2: 0.3457 loss_class_dn_3: 0.04548 loss_bbox_dn_3: 0.127 loss_giou_dn_3: 0.3352 loss_class_dn_4: 0.04201 loss_bbox_dn_4: 0.1263 loss_giou_dn_4: 0.3337 time: 1.1182 data_time: 0.1040 lr: 0.0001 max_mem: 43695M [05/21 10:21:39 d2.utils.events]: eta: 1 day, 4:53:04 iter: 130899 total_loss: 8.27 loss_class: 0.2265 loss_bbox: 0.1017 loss_giou: 0.3586 loss_class_0: 0.2536 loss_bbox_0: 0.1122 loss_giou_0: 0.381 loss_class_1: 0.2436 loss_bbox_1: 0.1079 loss_giou_1: 0.3696 loss_class_2: 0.2352 loss_bbox_2: 0.1045 loss_giou_2: 0.3645 loss_class_3: 0.229 loss_bbox_3: 0.1029 loss_giou_3: 0.3602 loss_class_4: 0.2273 loss_bbox_4: 0.1025 loss_giou_4: 0.36 loss_class_enc: 0.2721 loss_bbox_enc: 0.122 loss_giou_enc: 0.4009 loss_class_dn: 0.03879 loss_bbox_dn: 0.1223 loss_giou_dn: 0.3225 loss_class_dn_0: 0.09163 loss_bbox_dn_0: 0.2093 loss_giou_dn_0: 0.475 loss_class_dn_1: 0.06176 loss_bbox_dn_1: 0.1455 loss_giou_dn_1: 0.3625 loss_class_dn_2: 0.04942 loss_bbox_dn_2: 0.1293 loss_giou_dn_2: 0.3329 loss_class_dn_3: 0.04352 loss_bbox_dn_3: 0.1239 loss_giou_dn_3: 0.3236 loss_class_dn_4: 0.03961 loss_bbox_dn_4: 0.1223 loss_giou_dn_4: 0.3223 time: 1.1182 data_time: 0.1031 lr: 0.0001 max_mem: 43695M [05/21 10:22:37 d2.utils.events]: eta: 1 day, 4:51:50 iter: 130949 total_loss: 8.244 loss_class: 0.2286 loss_bbox: 0.1019 loss_giou: 0.3508 loss_class_0: 0.2554 loss_bbox_0: 0.1123 loss_giou_0: 0.369 loss_class_1: 0.2427 loss_bbox_1: 0.1081 loss_giou_1: 0.3613 loss_class_2: 0.2371 loss_bbox_2: 0.1047 loss_giou_2: 0.3582 loss_class_3: 0.2331 loss_bbox_3: 0.1031 loss_giou_3: 0.3525 loss_class_4: 0.2286 loss_bbox_4: 0.102 loss_giou_4: 0.3499 loss_class_enc: 0.2705 loss_bbox_enc: 0.1222 loss_giou_enc: 0.391 loss_class_dn: 0.03665 loss_bbox_dn: 0.1233 loss_giou_dn: 0.3193 loss_class_dn_0: 0.08961 loss_bbox_dn_0: 0.2054 loss_giou_dn_0: 0.4732 loss_class_dn_1: 0.05924 loss_bbox_dn_1: 0.1464 loss_giou_dn_1: 0.3651 loss_class_dn_2: 0.04707 loss_bbox_dn_2: 0.1291 loss_giou_dn_2: 0.3302 loss_class_dn_3: 0.04172 loss_bbox_dn_3: 0.1251 loss_giou_dn_3: 0.3216 loss_class_dn_4: 0.03801 loss_bbox_dn_4: 0.1233 loss_giou_dn_4: 0.3191 time: 1.1182 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 10:23:34 d2.utils.events]: eta: 1 day, 4:51:18 iter: 130999 total_loss: 8.272 loss_class: 0.2259 loss_bbox: 0.09752 loss_giou: 0.3472 loss_class_0: 0.2508 loss_bbox_0: 0.1096 loss_giou_0: 0.3689 loss_class_1: 0.2391 loss_bbox_1: 0.103 loss_giou_1: 0.3565 loss_class_2: 0.2331 loss_bbox_2: 0.09865 loss_giou_2: 0.3511 loss_class_3: 0.2298 loss_bbox_3: 0.09688 loss_giou_3: 0.3471 loss_class_4: 0.2269 loss_bbox_4: 0.09705 loss_giou_4: 0.3467 loss_class_enc: 0.2667 loss_bbox_enc: 0.1232 loss_giou_enc: 0.3948 loss_class_dn: 0.03901 loss_bbox_dn: 0.1211 loss_giou_dn: 0.3186 loss_class_dn_0: 0.09016 loss_bbox_dn_0: 0.2085 loss_giou_dn_0: 0.4771 loss_class_dn_1: 0.05968 loss_bbox_dn_1: 0.146 loss_giou_dn_1: 0.3624 loss_class_dn_2: 0.04865 loss_bbox_dn_2: 0.1263 loss_giou_dn_2: 0.3293 loss_class_dn_3: 0.0435 loss_bbox_dn_3: 0.1222 loss_giou_dn_3: 0.3206 loss_class_dn_4: 0.04005 loss_bbox_dn_4: 0.1211 loss_giou_dn_4: 0.3183 time: 1.1183 data_time: 0.1114 lr: 0.0001 max_mem: 43695M [05/21 10:24:30 d2.utils.events]: eta: 1 day, 4:51:10 iter: 131049 total_loss: 8.334 loss_class: 0.2255 loss_bbox: 0.09969 loss_giou: 0.3597 loss_class_0: 0.2528 loss_bbox_0: 0.1115 loss_giou_0: 0.3775 loss_class_1: 0.2409 loss_bbox_1: 0.1051 loss_giou_1: 0.3691 loss_class_2: 0.2348 loss_bbox_2: 0.1021 loss_giou_2: 0.3654 loss_class_3: 0.2317 loss_bbox_3: 0.1003 loss_giou_3: 0.3618 loss_class_4: 0.2271 loss_bbox_4: 0.09975 loss_giou_4: 0.3595 loss_class_enc: 0.2687 loss_bbox_enc: 0.1198 loss_giou_enc: 0.3986 loss_class_dn: 0.0364 loss_bbox_dn: 0.1211 loss_giou_dn: 0.3248 loss_class_dn_0: 0.09026 loss_bbox_dn_0: 0.2032 loss_giou_dn_0: 0.4756 loss_class_dn_1: 0.05959 loss_bbox_dn_1: 0.146 loss_giou_dn_1: 0.3681 loss_class_dn_2: 0.04636 loss_bbox_dn_2: 0.1264 loss_giou_dn_2: 0.3346 loss_class_dn_3: 0.04074 loss_bbox_dn_3: 0.1229 loss_giou_dn_3: 0.3267 loss_class_dn_4: 0.03761 loss_bbox_dn_4: 0.121 loss_giou_dn_4: 0.3247 time: 1.1183 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/21 10:25:27 d2.utils.events]: eta: 1 day, 4:50:33 iter: 131099 total_loss: 8.417 loss_class: 0.2292 loss_bbox: 0.09989 loss_giou: 0.3581 loss_class_0: 0.2545 loss_bbox_0: 0.1132 loss_giou_0: 0.3768 loss_class_1: 0.2409 loss_bbox_1: 0.1056 loss_giou_1: 0.3648 loss_class_2: 0.2363 loss_bbox_2: 0.1027 loss_giou_2: 0.3602 loss_class_3: 0.2347 loss_bbox_3: 0.1016 loss_giou_3: 0.3581 loss_class_4: 0.2312 loss_bbox_4: 0.1008 loss_giou_4: 0.3585 loss_class_enc: 0.2721 loss_bbox_enc: 0.1237 loss_giou_enc: 0.3975 loss_class_dn: 0.03735 loss_bbox_dn: 0.1262 loss_giou_dn: 0.3288 loss_class_dn_0: 0.09139 loss_bbox_dn_0: 0.2121 loss_giou_dn_0: 0.478 loss_class_dn_1: 0.06086 loss_bbox_dn_1: 0.1514 loss_giou_dn_1: 0.3726 loss_class_dn_2: 0.04711 loss_bbox_dn_2: 0.1332 loss_giou_dn_2: 0.3414 loss_class_dn_3: 0.04154 loss_bbox_dn_3: 0.1278 loss_giou_dn_3: 0.3314 loss_class_dn_4: 0.03862 loss_bbox_dn_4: 0.1262 loss_giou_dn_4: 0.3288 time: 1.1183 data_time: 0.0996 lr: 0.0001 max_mem: 43695M [05/21 10:26:24 d2.utils.events]: eta: 1 day, 4:48:32 iter: 131149 total_loss: 8.405 loss_class: 0.226 loss_bbox: 0.1003 loss_giou: 0.3644 loss_class_0: 0.2576 loss_bbox_0: 0.1094 loss_giou_0: 0.3804 loss_class_1: 0.2385 loss_bbox_1: 0.1058 loss_giou_1: 0.3746 loss_class_2: 0.232 loss_bbox_2: 0.1032 loss_giou_2: 0.3694 loss_class_3: 0.2297 loss_bbox_3: 0.1005 loss_giou_3: 0.3651 loss_class_4: 0.2272 loss_bbox_4: 0.1003 loss_giou_4: 0.3632 loss_class_enc: 0.2651 loss_bbox_enc: 0.12 loss_giou_enc: 0.4023 loss_class_dn: 0.03887 loss_bbox_dn: 0.1182 loss_giou_dn: 0.3267 loss_class_dn_0: 0.09252 loss_bbox_dn_0: 0.1974 loss_giou_dn_0: 0.4712 loss_class_dn_1: 0.06192 loss_bbox_dn_1: 0.1379 loss_giou_dn_1: 0.3681 loss_class_dn_2: 0.04834 loss_bbox_dn_2: 0.1219 loss_giou_dn_2: 0.3359 loss_class_dn_3: 0.04383 loss_bbox_dn_3: 0.1188 loss_giou_dn_3: 0.3272 loss_class_dn_4: 0.04012 loss_bbox_dn_4: 0.1182 loss_giou_dn_4: 0.3264 time: 1.1183 data_time: 0.0986 lr: 0.0001 max_mem: 43695M [05/21 10:27:21 d2.utils.events]: eta: 1 day, 4:46:55 iter: 131199 total_loss: 8.313 loss_class: 0.2243 loss_bbox: 0.09854 loss_giou: 0.352 loss_class_0: 0.2524 loss_bbox_0: 0.1077 loss_giou_0: 0.3736 loss_class_1: 0.2397 loss_bbox_1: 0.1033 loss_giou_1: 0.3624 loss_class_2: 0.2315 loss_bbox_2: 0.1013 loss_giou_2: 0.3571 loss_class_3: 0.229 loss_bbox_3: 0.09942 loss_giou_3: 0.3534 loss_class_4: 0.2243 loss_bbox_4: 0.09974 loss_giou_4: 0.3522 loss_class_enc: 0.2669 loss_bbox_enc: 0.1182 loss_giou_enc: 0.3931 loss_class_dn: 0.03722 loss_bbox_dn: 0.1187 loss_giou_dn: 0.3215 loss_class_dn_0: 0.09077 loss_bbox_dn_0: 0.2008 loss_giou_dn_0: 0.4774 loss_class_dn_1: 0.05998 loss_bbox_dn_1: 0.1399 loss_giou_dn_1: 0.3623 loss_class_dn_2: 0.04723 loss_bbox_dn_2: 0.1239 loss_giou_dn_2: 0.3318 loss_class_dn_3: 0.04128 loss_bbox_dn_3: 0.1203 loss_giou_dn_3: 0.3238 loss_class_dn_4: 0.03825 loss_bbox_dn_4: 0.1187 loss_giou_dn_4: 0.3215 time: 1.1183 data_time: 0.1169 lr: 0.0001 max_mem: 43695M [05/21 10:28:18 d2.utils.events]: eta: 1 day, 4:45:48 iter: 131249 total_loss: 8.392 loss_class: 0.2264 loss_bbox: 0.104 loss_giou: 0.3559 loss_class_0: 0.2539 loss_bbox_0: 0.1141 loss_giou_0: 0.3751 loss_class_1: 0.2404 loss_bbox_1: 0.1071 loss_giou_1: 0.3657 loss_class_2: 0.2337 loss_bbox_2: 0.1053 loss_giou_2: 0.361 loss_class_3: 0.2313 loss_bbox_3: 0.105 loss_giou_3: 0.3563 loss_class_4: 0.2281 loss_bbox_4: 0.1041 loss_giou_4: 0.3568 loss_class_enc: 0.2691 loss_bbox_enc: 0.1234 loss_giou_enc: 0.4013 loss_class_dn: 0.03652 loss_bbox_dn: 0.1261 loss_giou_dn: 0.3254 loss_class_dn_0: 0.08835 loss_bbox_dn_0: 0.2049 loss_giou_dn_0: 0.4828 loss_class_dn_1: 0.05878 loss_bbox_dn_1: 0.1499 loss_giou_dn_1: 0.3671 loss_class_dn_2: 0.04619 loss_bbox_dn_2: 0.1319 loss_giou_dn_2: 0.3366 loss_class_dn_3: 0.04114 loss_bbox_dn_3: 0.1271 loss_giou_dn_3: 0.3278 loss_class_dn_4: 0.03752 loss_bbox_dn_4: 0.1261 loss_giou_dn_4: 0.3254 time: 1.1183 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/21 10:29:14 d2.utils.events]: eta: 1 day, 4:43:15 iter: 131299 total_loss: 8.435 loss_class: 0.2282 loss_bbox: 0.1046 loss_giou: 0.3615 loss_class_0: 0.2582 loss_bbox_0: 0.1156 loss_giou_0: 0.3839 loss_class_1: 0.2433 loss_bbox_1: 0.111 loss_giou_1: 0.3745 loss_class_2: 0.2359 loss_bbox_2: 0.1068 loss_giou_2: 0.3689 loss_class_3: 0.2331 loss_bbox_3: 0.1049 loss_giou_3: 0.364 loss_class_4: 0.2296 loss_bbox_4: 0.1046 loss_giou_4: 0.3634 loss_class_enc: 0.2713 loss_bbox_enc: 0.1274 loss_giou_enc: 0.4072 loss_class_dn: 0.04091 loss_bbox_dn: 0.122 loss_giou_dn: 0.3334 loss_class_dn_0: 0.09354 loss_bbox_dn_0: 0.2073 loss_giou_dn_0: 0.4855 loss_class_dn_1: 0.0612 loss_bbox_dn_1: 0.1457 loss_giou_dn_1: 0.3755 loss_class_dn_2: 0.05025 loss_bbox_dn_2: 0.1274 loss_giou_dn_2: 0.3437 loss_class_dn_3: 0.04561 loss_bbox_dn_3: 0.123 loss_giou_dn_3: 0.3346 loss_class_dn_4: 0.04227 loss_bbox_dn_4: 0.122 loss_giou_dn_4: 0.3331 time: 1.1183 data_time: 0.1041 lr: 0.0001 max_mem: 43695M [05/21 10:30:11 d2.utils.events]: eta: 1 day, 4:44:08 iter: 131349 total_loss: 8.429 loss_class: 0.232 loss_bbox: 0.1016 loss_giou: 0.3606 loss_class_0: 0.2595 loss_bbox_0: 0.1092 loss_giou_0: 0.3742 loss_class_1: 0.2446 loss_bbox_1: 0.1058 loss_giou_1: 0.3621 loss_class_2: 0.2378 loss_bbox_2: 0.1027 loss_giou_2: 0.362 loss_class_3: 0.2359 loss_bbox_3: 0.1029 loss_giou_3: 0.3601 loss_class_4: 0.2346 loss_bbox_4: 0.1022 loss_giou_4: 0.36 loss_class_enc: 0.2708 loss_bbox_enc: 0.1207 loss_giou_enc: 0.4001 loss_class_dn: 0.03853 loss_bbox_dn: 0.1235 loss_giou_dn: 0.3329 loss_class_dn_0: 0.09302 loss_bbox_dn_0: 0.2082 loss_giou_dn_0: 0.4815 loss_class_dn_1: 0.06034 loss_bbox_dn_1: 0.1467 loss_giou_dn_1: 0.3732 loss_class_dn_2: 0.04805 loss_bbox_dn_2: 0.1274 loss_giou_dn_2: 0.3425 loss_class_dn_3: 0.04229 loss_bbox_dn_3: 0.124 loss_giou_dn_3: 0.3351 loss_class_dn_4: 0.03921 loss_bbox_dn_4: 0.1235 loss_giou_dn_4: 0.3331 time: 1.1183 data_time: 0.1122 lr: 0.0001 max_mem: 43695M [05/21 10:31:07 d2.utils.events]: eta: 1 day, 4:43:13 iter: 131399 total_loss: 8.247 loss_class: 0.2222 loss_bbox: 0.1029 loss_giou: 0.3518 loss_class_0: 0.2507 loss_bbox_0: 0.1121 loss_giou_0: 0.3734 loss_class_1: 0.236 loss_bbox_1: 0.1056 loss_giou_1: 0.3613 loss_class_2: 0.2287 loss_bbox_2: 0.1051 loss_giou_2: 0.3603 loss_class_3: 0.2267 loss_bbox_3: 0.1038 loss_giou_3: 0.3558 loss_class_4: 0.224 loss_bbox_4: 0.1024 loss_giou_4: 0.3519 loss_class_enc: 0.2651 loss_bbox_enc: 0.1214 loss_giou_enc: 0.3918 loss_class_dn: 0.03911 loss_bbox_dn: 0.1223 loss_giou_dn: 0.3245 loss_class_dn_0: 0.09232 loss_bbox_dn_0: 0.2084 loss_giou_dn_0: 0.4774 loss_class_dn_1: 0.06112 loss_bbox_dn_1: 0.1489 loss_giou_dn_1: 0.3681 loss_class_dn_2: 0.04917 loss_bbox_dn_2: 0.1285 loss_giou_dn_2: 0.3358 loss_class_dn_3: 0.04306 loss_bbox_dn_3: 0.1233 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.03983 loss_bbox_dn_4: 0.1222 loss_giou_dn_4: 0.3243 time: 1.1183 data_time: 0.1195 lr: 0.0001 max_mem: 43695M [05/21 10:32:03 d2.utils.events]: eta: 1 day, 4:41:00 iter: 131449 total_loss: 8.099 loss_class: 0.2197 loss_bbox: 0.09737 loss_giou: 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loss_giou_0: 0.3649 loss_class_1: 0.2369 loss_bbox_1: 0.09981 loss_giou_1: 0.3535 loss_class_2: 0.2297 loss_bbox_2: 0.09876 loss_giou_2: 0.3493 loss_class_3: 0.2258 loss_bbox_3: 0.09723 loss_giou_3: 0.345 loss_class_4: 0.2216 loss_bbox_4: 0.09639 loss_giou_4: 0.3445 loss_class_enc: 0.2651 loss_bbox_enc: 0.1177 loss_giou_enc: 0.3842 loss_class_dn: 0.03532 loss_bbox_dn: 0.1237 loss_giou_dn: 0.3178 loss_class_dn_0: 0.08619 loss_bbox_dn_0: 0.2019 loss_giou_dn_0: 0.4686 loss_class_dn_1: 0.05641 loss_bbox_dn_1: 0.1443 loss_giou_dn_1: 0.3604 loss_class_dn_2: 0.04423 loss_bbox_dn_2: 0.1287 loss_giou_dn_2: 0.3287 loss_class_dn_3: 0.03926 loss_bbox_dn_3: 0.125 loss_giou_dn_3: 0.3198 loss_class_dn_4: 0.03659 loss_bbox_dn_4: 0.1237 loss_giou_dn_4: 0.3178 time: 1.1183 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/21 10:37:43 d2.utils.events]: eta: 1 day, 4:38:02 iter: 131749 total_loss: 8.269 loss_class: 0.2244 loss_bbox: 0.1009 loss_giou: 0.3515 loss_class_0: 0.2519 loss_bbox_0: 0.1123 loss_giou_0: 0.3682 loss_class_1: 0.2397 loss_bbox_1: 0.1068 loss_giou_1: 0.3584 loss_class_2: 0.2336 loss_bbox_2: 0.1026 loss_giou_2: 0.3519 loss_class_3: 0.229 loss_bbox_3: 0.1016 loss_giou_3: 0.3524 loss_class_4: 0.2259 loss_bbox_4: 0.101 loss_giou_4: 0.3506 loss_class_enc: 0.2657 loss_bbox_enc: 0.122 loss_giou_enc: 0.3934 loss_class_dn: 0.03638 loss_bbox_dn: 0.1212 loss_giou_dn: 0.3228 loss_class_dn_0: 0.08936 loss_bbox_dn_0: 0.2083 loss_giou_dn_0: 0.4792 loss_class_dn_1: 0.05867 loss_bbox_dn_1: 0.1475 loss_giou_dn_1: 0.3646 loss_class_dn_2: 0.04471 loss_bbox_dn_2: 0.1277 loss_giou_dn_2: 0.335 loss_class_dn_3: 0.03969 loss_bbox_dn_3: 0.1222 loss_giou_dn_3: 0.3242 loss_class_dn_4: 0.03747 loss_bbox_dn_4: 0.1213 loss_giou_dn_4: 0.3225 time: 1.1183 data_time: 0.1017 lr: 0.0001 max_mem: 43695M [05/21 10:38:39 d2.utils.events]: eta: 1 day, 4:37:25 iter: 131799 total_loss: 8.156 loss_class: 0.2228 loss_bbox: 0.1009 loss_giou: 0.3534 loss_class_0: 0.2498 loss_bbox_0: 0.112 loss_giou_0: 0.3686 loss_class_1: 0.2377 loss_bbox_1: 0.1066 loss_giou_1: 0.3618 loss_class_2: 0.2307 loss_bbox_2: 0.103 loss_giou_2: 0.3547 loss_class_3: 0.2262 loss_bbox_3: 0.1015 loss_giou_3: 0.3516 loss_class_4: 0.2242 loss_bbox_4: 0.1006 loss_giou_4: 0.3536 loss_class_enc: 0.2657 loss_bbox_enc: 0.1202 loss_giou_enc: 0.3903 loss_class_dn: 0.03491 loss_bbox_dn: 0.1185 loss_giou_dn: 0.3231 loss_class_dn_0: 0.08715 loss_bbox_dn_0: 0.2033 loss_giou_dn_0: 0.4696 loss_class_dn_1: 0.05513 loss_bbox_dn_1: 0.1407 loss_giou_dn_1: 0.3651 loss_class_dn_2: 0.04333 loss_bbox_dn_2: 0.124 loss_giou_dn_2: 0.3342 loss_class_dn_3: 0.03883 loss_bbox_dn_3: 0.1197 loss_giou_dn_3: 0.3259 loss_class_dn_4: 0.03533 loss_bbox_dn_4: 0.1184 loss_giou_dn_4: 0.323 time: 1.1183 data_time: 0.0992 lr: 0.0001 max_mem: 43695M [05/21 10:39:36 d2.utils.events]: eta: 1 day, 4:35:43 iter: 131849 total_loss: 8.45 loss_class: 0.2249 loss_bbox: 0.09967 loss_giou: 0.3598 loss_class_0: 0.2509 loss_bbox_0: 0.1099 loss_giou_0: 0.3816 loss_class_1: 0.2398 loss_bbox_1: 0.1044 loss_giou_1: 0.3667 loss_class_2: 0.2309 loss_bbox_2: 0.1018 loss_giou_2: 0.3645 loss_class_3: 0.2281 loss_bbox_3: 0.1003 loss_giou_3: 0.3615 loss_class_4: 0.2268 loss_bbox_4: 0.1003 loss_giou_4: 0.3601 loss_class_enc: 0.2673 loss_bbox_enc: 0.1186 loss_giou_enc: 0.402 loss_class_dn: 0.03575 loss_bbox_dn: 0.1203 loss_giou_dn: 0.3347 loss_class_dn_0: 0.08828 loss_bbox_dn_0: 0.1995 loss_giou_dn_0: 0.4808 loss_class_dn_1: 0.05745 loss_bbox_dn_1: 0.1422 loss_giou_dn_1: 0.3763 loss_class_dn_2: 0.04496 loss_bbox_dn_2: 0.125 loss_giou_dn_2: 0.3455 loss_class_dn_3: 0.04048 loss_bbox_dn_3: 0.1212 loss_giou_dn_3: 0.3374 loss_class_dn_4: 0.03714 loss_bbox_dn_4: 0.1205 loss_giou_dn_4: 0.3348 time: 1.1183 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 10:40:33 d2.utils.events]: eta: 1 day, 4:35:16 iter: 131899 total_loss: 8.065 loss_class: 0.2209 loss_bbox: 0.0969 loss_giou: 0.3437 loss_class_0: 0.2474 loss_bbox_0: 0.1081 loss_giou_0: 0.3646 loss_class_1: 0.2339 loss_bbox_1: 0.1028 loss_giou_1: 0.3519 loss_class_2: 0.2302 loss_bbox_2: 0.09872 loss_giou_2: 0.3487 loss_class_3: 0.2253 loss_bbox_3: 0.0975 loss_giou_3: 0.345 loss_class_4: 0.2227 loss_bbox_4: 0.09667 loss_giou_4: 0.344 loss_class_enc: 0.2628 loss_bbox_enc: 0.1192 loss_giou_enc: 0.3859 loss_class_dn: 0.036 loss_bbox_dn: 0.1158 loss_giou_dn: 0.3127 loss_class_dn_0: 0.08687 loss_bbox_dn_0: 0.1911 loss_giou_dn_0: 0.4626 loss_class_dn_1: 0.05801 loss_bbox_dn_1: 0.1381 loss_giou_dn_1: 0.3571 loss_class_dn_2: 0.04534 loss_bbox_dn_2: 0.1206 loss_giou_dn_2: 0.3238 loss_class_dn_3: 0.03977 loss_bbox_dn_3: 0.1172 loss_giou_dn_3: 0.3152 loss_class_dn_4: 0.03633 loss_bbox_dn_4: 0.1159 loss_giou_dn_4: 0.3126 time: 1.1183 data_time: 0.1016 lr: 0.0001 max_mem: 43695M [05/21 10:41:29 d2.utils.events]: eta: 1 day, 4:34:18 iter: 131949 total_loss: 8.112 loss_class: 0.2195 loss_bbox: 0.1 loss_giou: 0.3459 loss_class_0: 0.2482 loss_bbox_0: 0.1108 loss_giou_0: 0.3661 loss_class_1: 0.2362 loss_bbox_1: 0.1056 loss_giou_1: 0.3582 loss_class_2: 0.2298 loss_bbox_2: 0.1002 loss_giou_2: 0.3516 loss_class_3: 0.2256 loss_bbox_3: 0.1001 loss_giou_3: 0.3466 loss_class_4: 0.2203 loss_bbox_4: 0.1007 loss_giou_4: 0.3466 loss_class_enc: 0.2649 loss_bbox_enc: 0.1201 loss_giou_enc: 0.3896 loss_class_dn: 0.03566 loss_bbox_dn: 0.1162 loss_giou_dn: 0.3175 loss_class_dn_0: 0.08836 loss_bbox_dn_0: 0.1997 loss_giou_dn_0: 0.4676 loss_class_dn_1: 0.05706 loss_bbox_dn_1: 0.139 loss_giou_dn_1: 0.3576 loss_class_dn_2: 0.04497 loss_bbox_dn_2: 0.1223 loss_giou_dn_2: 0.3281 loss_class_dn_3: 0.03974 loss_bbox_dn_3: 0.118 loss_giou_dn_3: 0.3184 loss_class_dn_4: 0.0367 loss_bbox_dn_4: 0.1163 loss_giou_dn_4: 0.3172 time: 1.1183 data_time: 0.1038 lr: 0.0001 max_mem: 43695M [05/21 10:42:27 d2.utils.events]: eta: 1 day, 4:35:37 iter: 131999 total_loss: 8.118 loss_class: 0.2234 loss_bbox: 0.1002 loss_giou: 0.3439 loss_class_0: 0.249 loss_bbox_0: 0.1103 loss_giou_0: 0.3647 loss_class_1: 0.2384 loss_bbox_1: 0.1052 loss_giou_1: 0.3524 loss_class_2: 0.2295 loss_bbox_2: 0.1016 loss_giou_2: 0.3482 loss_class_3: 0.2287 loss_bbox_3: 0.09879 loss_giou_3: 0.3446 loss_class_4: 0.2241 loss_bbox_4: 0.09905 loss_giou_4: 0.344 loss_class_enc: 0.2633 loss_bbox_enc: 0.1205 loss_giou_enc: 0.3883 loss_class_dn: 0.03737 loss_bbox_dn: 0.1241 loss_giou_dn: 0.3211 loss_class_dn_0: 0.09018 loss_bbox_dn_0: 0.2062 loss_giou_dn_0: 0.4688 loss_class_dn_1: 0.05962 loss_bbox_dn_1: 0.1469 loss_giou_dn_1: 0.3628 loss_class_dn_2: 0.04757 loss_bbox_dn_2: 0.1293 loss_giou_dn_2: 0.3302 loss_class_dn_3: 0.04206 loss_bbox_dn_3: 0.1259 loss_giou_dn_3: 0.3234 loss_class_dn_4: 0.03816 loss_bbox_dn_4: 0.1241 loss_giou_dn_4: 0.3208 time: 1.1183 data_time: 0.1009 lr: 0.0001 max_mem: 43695M [05/21 10:43:24 d2.utils.events]: eta: 1 day, 4:34:16 iter: 132049 total_loss: 8.249 loss_class: 0.2252 loss_bbox: 0.0998 loss_giou: 0.3558 loss_class_0: 0.2521 loss_bbox_0: 0.1102 loss_giou_0: 0.3752 loss_class_1: 0.2383 loss_bbox_1: 0.1047 loss_giou_1: 0.3665 loss_class_2: 0.2336 loss_bbox_2: 0.1017 loss_giou_2: 0.3609 loss_class_3: 0.2296 loss_bbox_3: 0.1007 loss_giou_3: 0.3576 loss_class_4: 0.2245 loss_bbox_4: 0.09947 loss_giou_4: 0.3561 loss_class_enc: 0.2666 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3982 loss_class_dn: 0.03756 loss_bbox_dn: 0.1217 loss_giou_dn: 0.3257 loss_class_dn_0: 0.08903 loss_bbox_dn_0: 0.2022 loss_giou_dn_0: 0.4801 loss_class_dn_1: 0.05927 loss_bbox_dn_1: 0.1462 loss_giou_dn_1: 0.368 loss_class_dn_2: 0.04766 loss_bbox_dn_2: 0.1288 loss_giou_dn_2: 0.3354 loss_class_dn_3: 0.04232 loss_bbox_dn_3: 0.1242 loss_giou_dn_3: 0.3264 loss_class_dn_4: 0.03846 loss_bbox_dn_4: 0.1216 loss_giou_dn_4: 0.3252 time: 1.1183 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 10:44:20 d2.utils.events]: eta: 1 day, 4:32:41 iter: 132099 total_loss: 8.365 loss_class: 0.2268 loss_bbox: 0.09985 loss_giou: 0.36 loss_class_0: 0.2607 loss_bbox_0: 0.1105 loss_giou_0: 0.3821 loss_class_1: 0.2443 loss_bbox_1: 0.1041 loss_giou_1: 0.3717 loss_class_2: 0.2356 loss_bbox_2: 0.1016 loss_giou_2: 0.3645 loss_class_3: 0.2337 loss_bbox_3: 0.1001 loss_giou_3: 0.3606 loss_class_4: 0.2286 loss_bbox_4: 0.1006 loss_giou_4: 0.3604 loss_class_enc: 0.2685 loss_bbox_enc: 0.1208 loss_giou_enc: 0.404 loss_class_dn: 0.03641 loss_bbox_dn: 0.1197 loss_giou_dn: 0.3316 loss_class_dn_0: 0.091 loss_bbox_dn_0: 0.2002 loss_giou_dn_0: 0.477 loss_class_dn_1: 0.06061 loss_bbox_dn_1: 0.144 loss_giou_dn_1: 0.372 loss_class_dn_2: 0.04743 loss_bbox_dn_2: 0.1241 loss_giou_dn_2: 0.3412 loss_class_dn_3: 0.0409 loss_bbox_dn_3: 0.1196 loss_giou_dn_3: 0.3336 loss_class_dn_4: 0.03762 loss_bbox_dn_4: 0.1197 loss_giou_dn_4: 0.3316 time: 1.1183 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/21 10:45:17 d2.utils.events]: eta: 1 day, 4:32:42 iter: 132149 total_loss: 8.213 loss_class: 0.218 loss_bbox: 0.1005 loss_giou: 0.355 loss_class_0: 0.2493 loss_bbox_0: 0.1106 loss_giou_0: 0.3739 loss_class_1: 0.2352 loss_bbox_1: 0.1057 loss_giou_1: 0.3641 loss_class_2: 0.227 loss_bbox_2: 0.1043 loss_giou_2: 0.3619 loss_class_3: 0.2241 loss_bbox_3: 0.1017 loss_giou_3: 0.3578 loss_class_4: 0.2196 loss_bbox_4: 0.1011 loss_giou_4: 0.3548 loss_class_enc: 0.2636 loss_bbox_enc: 0.1199 loss_giou_enc: 0.3989 loss_class_dn: 0.03527 loss_bbox_dn: 0.1201 loss_giou_dn: 0.3215 loss_class_dn_0: 0.08743 loss_bbox_dn_0: 0.1997 loss_giou_dn_0: 0.4716 loss_class_dn_1: 0.05937 loss_bbox_dn_1: 0.1438 loss_giou_dn_1: 0.3635 loss_class_dn_2: 0.04597 loss_bbox_dn_2: 0.1255 loss_giou_dn_2: 0.3326 loss_class_dn_3: 0.04122 loss_bbox_dn_3: 0.1215 loss_giou_dn_3: 0.3241 loss_class_dn_4: 0.03679 loss_bbox_dn_4: 0.12 loss_giou_dn_4: 0.3217 time: 1.1183 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/21 10:46:14 d2.utils.events]: eta: 1 day, 4:32:40 iter: 132199 total_loss: 8.27 loss_class: 0.2284 loss_bbox: 0.1004 loss_giou: 0.3487 loss_class_0: 0.2524 loss_bbox_0: 0.1105 loss_giou_0: 0.3662 loss_class_1: 0.24 loss_bbox_1: 0.106 loss_giou_1: 0.3559 loss_class_2: 0.2339 loss_bbox_2: 0.1035 loss_giou_2: 0.3532 loss_class_3: 0.2319 loss_bbox_3: 0.1023 loss_giou_3: 0.3499 loss_class_4: 0.2289 loss_bbox_4: 0.1009 loss_giou_4: 0.3499 loss_class_enc: 0.2677 loss_bbox_enc: 0.1226 loss_giou_enc: 0.3915 loss_class_dn: 0.03826 loss_bbox_dn: 0.1233 loss_giou_dn: 0.3185 loss_class_dn_0: 0.09039 loss_bbox_dn_0: 0.2002 loss_giou_dn_0: 0.4708 loss_class_dn_1: 0.05969 loss_bbox_dn_1: 0.1423 loss_giou_dn_1: 0.3618 loss_class_dn_2: 0.04598 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.3293 loss_class_dn_3: 0.0409 loss_bbox_dn_3: 0.1244 loss_giou_dn_3: 0.321 loss_class_dn_4: 0.03874 loss_bbox_dn_4: 0.1233 loss_giou_dn_4: 0.3184 time: 1.1183 data_time: 0.1038 lr: 0.0001 max_mem: 43695M [05/21 10:47:11 d2.utils.events]: eta: 1 day, 4:31:42 iter: 132249 total_loss: 8.223 loss_class: 0.2245 loss_bbox: 0.09955 loss_giou: 0.3465 loss_class_0: 0.2512 loss_bbox_0: 0.1096 loss_giou_0: 0.3647 loss_class_1: 0.2399 loss_bbox_1: 0.1049 loss_giou_1: 0.3558 loss_class_2: 0.2309 loss_bbox_2: 0.1028 loss_giou_2: 0.3508 loss_class_3: 0.229 loss_bbox_3: 0.1001 loss_giou_3: 0.3493 loss_class_4: 0.2255 loss_bbox_4: 0.09983 loss_giou_4: 0.3464 loss_class_enc: 0.2674 loss_bbox_enc: 0.1205 loss_giou_enc: 0.3887 loss_class_dn: 0.03642 loss_bbox_dn: 0.1226 loss_giou_dn: 0.3145 loss_class_dn_0: 0.08905 loss_bbox_dn_0: 0.203 loss_giou_dn_0: 0.4567 loss_class_dn_1: 0.05907 loss_bbox_dn_1: 0.1447 loss_giou_dn_1: 0.3535 loss_class_dn_2: 0.0471 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.324 loss_class_dn_3: 0.04145 loss_bbox_dn_3: 0.1235 loss_giou_dn_3: 0.3169 loss_class_dn_4: 0.03794 loss_bbox_dn_4: 0.1226 loss_giou_dn_4: 0.3145 time: 1.1184 data_time: 0.1055 lr: 0.0001 max_mem: 43695M [05/21 10:48:09 d2.utils.events]: eta: 1 day, 4:31:13 iter: 132299 total_loss: 8.37 loss_class: 0.2289 loss_bbox: 0.1004 loss_giou: 0.3541 loss_class_0: 0.2572 loss_bbox_0: 0.1103 loss_giou_0: 0.3744 loss_class_1: 0.2414 loss_bbox_1: 0.1057 loss_giou_1: 0.3671 loss_class_2: 0.2342 loss_bbox_2: 0.1029 loss_giou_2: 0.361 loss_class_3: 0.2332 loss_bbox_3: 0.1015 loss_giou_3: 0.3554 loss_class_4: 0.2289 loss_bbox_4: 0.1006 loss_giou_4: 0.3549 loss_class_enc: 0.2688 loss_bbox_enc: 0.1204 loss_giou_enc: 0.397 loss_class_dn: 0.03565 loss_bbox_dn: 0.1195 loss_giou_dn: 0.324 loss_class_dn_0: 0.08977 loss_bbox_dn_0: 0.2019 loss_giou_dn_0: 0.4729 loss_class_dn_1: 0.05969 loss_bbox_dn_1: 0.1415 loss_giou_dn_1: 0.3654 loss_class_dn_2: 0.04664 loss_bbox_dn_2: 0.1239 loss_giou_dn_2: 0.3348 loss_class_dn_3: 0.04067 loss_bbox_dn_3: 0.1198 loss_giou_dn_3: 0.3264 loss_class_dn_4: 0.0374 loss_bbox_dn_4: 0.1195 loss_giou_dn_4: 0.3239 time: 1.1184 data_time: 0.0957 lr: 0.0001 max_mem: 43695M [05/21 10:49:04 d2.utils.events]: eta: 1 day, 4:29:12 iter: 132349 total_loss: 8.18 loss_class: 0.2176 loss_bbox: 0.09949 loss_giou: 0.3615 loss_class_0: 0.2466 loss_bbox_0: 0.1089 loss_giou_0: 0.3842 loss_class_1: 0.2313 loss_bbox_1: 0.1032 loss_giou_1: 0.3735 loss_class_2: 0.2255 loss_bbox_2: 0.1008 loss_giou_2: 0.3658 loss_class_3: 0.2213 loss_bbox_3: 0.09999 loss_giou_3: 0.3619 loss_class_4: 0.2178 loss_bbox_4: 0.09967 loss_giou_4: 0.3613 loss_class_enc: 0.2638 loss_bbox_enc: 0.121 loss_giou_enc: 0.403 loss_class_dn: 0.03702 loss_bbox_dn: 0.1202 loss_giou_dn: 0.3248 loss_class_dn_0: 0.08967 loss_bbox_dn_0: 0.1948 loss_giou_dn_0: 0.4725 loss_class_dn_1: 0.05977 loss_bbox_dn_1: 0.1389 loss_giou_dn_1: 0.3656 loss_class_dn_2: 0.04649 loss_bbox_dn_2: 0.1232 loss_giou_dn_2: 0.3352 loss_class_dn_3: 0.04152 loss_bbox_dn_3: 0.1205 loss_giou_dn_3: 0.327 loss_class_dn_4: 0.03808 loss_bbox_dn_4: 0.1202 loss_giou_dn_4: 0.3246 time: 1.1184 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/21 10:50:02 d2.utils.events]: eta: 1 day, 4:28:56 iter: 132399 total_loss: 8.201 loss_class: 0.2245 loss_bbox: 0.09989 loss_giou: 0.3453 loss_class_0: 0.2499 loss_bbox_0: 0.1111 loss_giou_0: 0.3634 loss_class_1: 0.2388 loss_bbox_1: 0.1057 loss_giou_1: 0.3549 loss_class_2: 0.2326 loss_bbox_2: 0.1022 loss_giou_2: 0.3481 loss_class_3: 0.2296 loss_bbox_3: 0.1 loss_giou_3: 0.3457 loss_class_4: 0.2259 loss_bbox_4: 0.09983 loss_giou_4: 0.3452 loss_class_enc: 0.267 loss_bbox_enc: 0.1222 loss_giou_enc: 0.3882 loss_class_dn: 0.03712 loss_bbox_dn: 0.1247 loss_giou_dn: 0.314 loss_class_dn_0: 0.08896 loss_bbox_dn_0: 0.2063 loss_giou_dn_0: 0.4657 loss_class_dn_1: 0.05889 loss_bbox_dn_1: 0.1466 loss_giou_dn_1: 0.3535 loss_class_dn_2: 0.04709 loss_bbox_dn_2: 0.1303 loss_giou_dn_2: 0.3244 loss_class_dn_3: 0.04179 loss_bbox_dn_3: 0.1259 loss_giou_dn_3: 0.3161 loss_class_dn_4: 0.03819 loss_bbox_dn_4: 0.1247 loss_giou_dn_4: 0.3141 time: 1.1184 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/21 10:50:58 d2.utils.events]: eta: 1 day, 4:29:04 iter: 132449 total_loss: 8.218 loss_class: 0.2187 loss_bbox: 0.103 loss_giou: 0.3519 loss_class_0: 0.245 loss_bbox_0: 0.115 loss_giou_0: 0.3722 loss_class_1: 0.2319 loss_bbox_1: 0.1082 loss_giou_1: 0.36 loss_class_2: 0.224 loss_bbox_2: 0.1058 loss_giou_2: 0.3551 loss_class_3: 0.2225 loss_bbox_3: 0.1039 loss_giou_3: 0.3523 loss_class_4: 0.2202 loss_bbox_4: 0.1033 loss_giou_4: 0.3516 loss_class_enc: 0.2615 loss_bbox_enc: 0.123 loss_giou_enc: 0.3937 loss_class_dn: 0.03696 loss_bbox_dn: 0.1265 loss_giou_dn: 0.3186 loss_class_dn_0: 0.08749 loss_bbox_dn_0: 0.2073 loss_giou_dn_0: 0.4733 loss_class_dn_1: 0.05753 loss_bbox_dn_1: 0.1491 loss_giou_dn_1: 0.3618 loss_class_dn_2: 0.0455 loss_bbox_dn_2: 0.1309 loss_giou_dn_2: 0.3302 loss_class_dn_3: 0.0408 loss_bbox_dn_3: 0.1271 loss_giou_dn_3: 0.3212 loss_class_dn_4: 0.0382 loss_bbox_dn_4: 0.1266 loss_giou_dn_4: 0.3184 time: 1.1184 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/21 10:51:55 d2.utils.events]: eta: 1 day, 4:28:40 iter: 132499 total_loss: 8.25 loss_class: 0.2239 loss_bbox: 0.09898 loss_giou: 0.3534 loss_class_0: 0.249 loss_bbox_0: 0.1102 loss_giou_0: 0.3775 loss_class_1: 0.2369 loss_bbox_1: 0.1043 loss_giou_1: 0.3638 loss_class_2: 0.2295 loss_bbox_2: 0.1019 loss_giou_2: 0.3565 loss_class_3: 0.2291 loss_bbox_3: 0.1006 loss_giou_3: 0.354 loss_class_4: 0.2254 loss_bbox_4: 0.09922 loss_giou_4: 0.3532 loss_class_enc: 0.2618 loss_bbox_enc: 0.1192 loss_giou_enc: 0.395 loss_class_dn: 0.03601 loss_bbox_dn: 0.1209 loss_giou_dn: 0.3247 loss_class_dn_0: 0.08843 loss_bbox_dn_0: 0.2018 loss_giou_dn_0: 0.4768 loss_class_dn_1: 0.05713 loss_bbox_dn_1: 0.1425 loss_giou_dn_1: 0.366 loss_class_dn_2: 0.04663 loss_bbox_dn_2: 0.1268 loss_giou_dn_2: 0.3357 loss_class_dn_3: 0.04046 loss_bbox_dn_3: 0.1224 loss_giou_dn_3: 0.3268 loss_class_dn_4: 0.03701 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3247 time: 1.1184 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/21 10:52:52 d2.utils.events]: eta: 1 day, 4:29:03 iter: 132549 total_loss: 8.146 loss_class: 0.2151 loss_bbox: 0.09831 loss_giou: 0.3533 loss_class_0: 0.2413 loss_bbox_0: 0.1082 loss_giou_0: 0.3746 loss_class_1: 0.2302 loss_bbox_1: 0.1026 loss_giou_1: 0.3633 loss_class_2: 0.2216 loss_bbox_2: 0.09955 loss_giou_2: 0.3611 loss_class_3: 0.2187 loss_bbox_3: 0.09916 loss_giou_3: 0.3567 loss_class_4: 0.2161 loss_bbox_4: 0.09817 loss_giou_4: 0.3536 loss_class_enc: 0.2565 loss_bbox_enc: 0.117 loss_giou_enc: 0.3952 loss_class_dn: 0.03562 loss_bbox_dn: 0.1174 loss_giou_dn: 0.3211 loss_class_dn_0: 0.08785 loss_bbox_dn_0: 0.1977 loss_giou_dn_0: 0.4676 loss_class_dn_1: 0.05686 loss_bbox_dn_1: 0.1375 loss_giou_dn_1: 0.3653 loss_class_dn_2: 0.04504 loss_bbox_dn_2: 0.122 loss_giou_dn_2: 0.3318 loss_class_dn_3: 0.0409 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.3233 loss_class_dn_4: 0.03662 loss_bbox_dn_4: 0.1175 loss_giou_dn_4: 0.321 time: 1.1184 data_time: 0.0866 lr: 0.0001 max_mem: 43695M [05/21 10:53:48 d2.utils.events]: eta: 1 day, 4:27:00 iter: 132599 total_loss: 8.508 loss_class: 0.2291 loss_bbox: 0.102 loss_giou: 0.3651 loss_class_0: 0.256 loss_bbox_0: 0.1128 loss_giou_0: 0.383 loss_class_1: 0.2427 loss_bbox_1: 0.1075 loss_giou_1: 0.3736 loss_class_2: 0.2358 loss_bbox_2: 0.1044 loss_giou_2: 0.3699 loss_class_3: 0.2328 loss_bbox_3: 0.1031 loss_giou_3: 0.3643 loss_class_4: 0.231 loss_bbox_4: 0.1027 loss_giou_4: 0.3653 loss_class_enc: 0.2715 loss_bbox_enc: 0.1224 loss_giou_enc: 0.4063 loss_class_dn: 0.03514 loss_bbox_dn: 0.1254 loss_giou_dn: 0.3326 loss_class_dn_0: 0.08922 loss_bbox_dn_0: 0.2078 loss_giou_dn_0: 0.4792 loss_class_dn_1: 0.0591 loss_bbox_dn_1: 0.148 loss_giou_dn_1: 0.3766 loss_class_dn_2: 0.04448 loss_bbox_dn_2: 0.131 loss_giou_dn_2: 0.3436 loss_class_dn_3: 0.03966 loss_bbox_dn_3: 0.1267 loss_giou_dn_3: 0.3344 loss_class_dn_4: 0.03631 loss_bbox_dn_4: 0.1255 loss_giou_dn_4: 0.3325 time: 1.1184 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/21 10:54:45 d2.utils.events]: eta: 1 day, 4:25:54 iter: 132649 total_loss: 8.277 loss_class: 0.2249 loss_bbox: 0.1007 loss_giou: 0.3512 loss_class_0: 0.2536 loss_bbox_0: 0.112 loss_giou_0: 0.3736 loss_class_1: 0.2395 loss_bbox_1: 0.1063 loss_giou_1: 0.3656 loss_class_2: 0.232 loss_bbox_2: 0.1041 loss_giou_2: 0.356 loss_class_3: 0.2288 loss_bbox_3: 0.1017 loss_giou_3: 0.3528 loss_class_4: 0.2262 loss_bbox_4: 0.1003 loss_giou_4: 0.3503 loss_class_enc: 0.2716 loss_bbox_enc: 0.1196 loss_giou_enc: 0.3927 loss_class_dn: 0.03725 loss_bbox_dn: 0.1227 loss_giou_dn: 0.3249 loss_class_dn_0: 0.09031 loss_bbox_dn_0: 0.2057 loss_giou_dn_0: 0.476 loss_class_dn_1: 0.06102 loss_bbox_dn_1: 0.1475 loss_giou_dn_1: 0.3692 loss_class_dn_2: 0.04866 loss_bbox_dn_2: 0.1273 loss_giou_dn_2: 0.3351 loss_class_dn_3: 0.04194 loss_bbox_dn_3: 0.1238 loss_giou_dn_3: 0.3268 loss_class_dn_4: 0.03851 loss_bbox_dn_4: 0.1227 loss_giou_dn_4: 0.3246 time: 1.1184 data_time: 0.0992 lr: 0.0001 max_mem: 43695M [05/21 10:55:41 d2.utils.events]: eta: 1 day, 4:24:00 iter: 132699 total_loss: 8.13 loss_class: 0.2219 loss_bbox: 0.1027 loss_giou: 0.3388 loss_class_0: 0.2489 loss_bbox_0: 0.1116 loss_giou_0: 0.3572 loss_class_1: 0.2354 loss_bbox_1: 0.1065 loss_giou_1: 0.3478 loss_class_2: 0.2289 loss_bbox_2: 0.1045 loss_giou_2: 0.3447 loss_class_3: 0.2239 loss_bbox_3: 0.1028 loss_giou_3: 0.3409 loss_class_4: 0.2233 loss_bbox_4: 0.102 loss_giou_4: 0.3392 loss_class_enc: 0.262 loss_bbox_enc: 0.1182 loss_giou_enc: 0.3841 loss_class_dn: 0.03855 loss_bbox_dn: 0.1247 loss_giou_dn: 0.3154 loss_class_dn_0: 0.0924 loss_bbox_dn_0: 0.2044 loss_giou_dn_0: 0.4656 loss_class_dn_1: 0.06102 loss_bbox_dn_1: 0.1443 loss_giou_dn_1: 0.3598 loss_class_dn_2: 0.04869 loss_bbox_dn_2: 0.1289 loss_giou_dn_2: 0.3277 loss_class_dn_3: 0.0421 loss_bbox_dn_3: 0.1259 loss_giou_dn_3: 0.3171 loss_class_dn_4: 0.03927 loss_bbox_dn_4: 0.1247 loss_giou_dn_4: 0.3156 time: 1.1184 data_time: 0.1006 lr: 0.0001 max_mem: 43695M [05/21 10:56:37 d2.utils.events]: eta: 1 day, 4:23:04 iter: 132749 total_loss: 8.26 loss_class: 0.2227 loss_bbox: 0.09618 loss_giou: 0.3475 loss_class_0: 0.2522 loss_bbox_0: 0.1078 loss_giou_0: 0.3713 loss_class_1: 0.2342 loss_bbox_1: 0.1038 loss_giou_1: 0.36 loss_class_2: 0.2297 loss_bbox_2: 0.09896 loss_giou_2: 0.352 loss_class_3: 0.2272 loss_bbox_3: 0.09743 loss_giou_3: 0.3477 loss_class_4: 0.2235 loss_bbox_4: 0.09614 loss_giou_4: 0.3476 loss_class_enc: 0.2682 loss_bbox_enc: 0.1223 loss_giou_enc: 0.3961 loss_class_dn: 0.03405 loss_bbox_dn: 0.1219 loss_giou_dn: 0.3202 loss_class_dn_0: 0.08919 loss_bbox_dn_0: 0.2017 loss_giou_dn_0: 0.4732 loss_class_dn_1: 0.05689 loss_bbox_dn_1: 0.1448 loss_giou_dn_1: 0.3602 loss_class_dn_2: 0.04412 loss_bbox_dn_2: 0.1271 loss_giou_dn_2: 0.3309 loss_class_dn_3: 0.03852 loss_bbox_dn_3: 0.1229 loss_giou_dn_3: 0.3221 loss_class_dn_4: 0.03514 loss_bbox_dn_4: 0.1219 loss_giou_dn_4: 0.3198 time: 1.1184 data_time: 0.0938 lr: 0.0001 max_mem: 43695M [05/21 10:57:35 d2.utils.events]: eta: 1 day, 4:22:09 iter: 132799 total_loss: 8.307 loss_class: 0.222 loss_bbox: 0.09995 loss_giou: 0.3585 loss_class_0: 0.2484 loss_bbox_0: 0.1072 loss_giou_0: 0.3776 loss_class_1: 0.2334 loss_bbox_1: 0.1029 loss_giou_1: 0.3673 loss_class_2: 0.2287 loss_bbox_2: 0.1015 loss_giou_2: 0.3613 loss_class_3: 0.2271 loss_bbox_3: 0.09992 loss_giou_3: 0.3581 loss_class_4: 0.2232 loss_bbox_4: 0.1001 loss_giou_4: 0.3572 loss_class_enc: 0.2644 loss_bbox_enc: 0.1177 loss_giou_enc: 0.4011 loss_class_dn: 0.03351 loss_bbox_dn: 0.1226 loss_giou_dn: 0.3336 loss_class_dn_0: 0.08779 loss_bbox_dn_0: 0.2033 loss_giou_dn_0: 0.4808 loss_class_dn_1: 0.05757 loss_bbox_dn_1: 0.1448 loss_giou_dn_1: 0.3757 loss_class_dn_2: 0.04314 loss_bbox_dn_2: 0.128 loss_giou_dn_2: 0.3459 loss_class_dn_3: 0.03793 loss_bbox_dn_3: 0.124 loss_giou_dn_3: 0.336 loss_class_dn_4: 0.0346 loss_bbox_dn_4: 0.1227 loss_giou_dn_4: 0.3335 time: 1.1184 data_time: 0.0942 lr: 0.0001 max_mem: 43695M [05/21 10:58:32 d2.utils.events]: eta: 1 day, 4:23:49 iter: 132849 total_loss: 8.08 loss_class: 0.2182 loss_bbox: 0.09947 loss_giou: 0.3522 loss_class_0: 0.2436 loss_bbox_0: 0.1079 loss_giou_0: 0.3681 loss_class_1: 0.2337 loss_bbox_1: 0.1047 loss_giou_1: 0.3576 loss_class_2: 0.2286 loss_bbox_2: 0.1025 loss_giou_2: 0.3559 loss_class_3: 0.2241 loss_bbox_3: 0.1009 loss_giou_3: 0.3523 loss_class_4: 0.2199 loss_bbox_4: 0.0994 loss_giou_4: 0.353 loss_class_enc: 0.2601 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3905 loss_class_dn: 0.03425 loss_bbox_dn: 0.1217 loss_giou_dn: 0.3184 loss_class_dn_0: 0.08848 loss_bbox_dn_0: 0.2119 loss_giou_dn_0: 0.4733 loss_class_dn_1: 0.05789 loss_bbox_dn_1: 0.147 loss_giou_dn_1: 0.3618 loss_class_dn_2: 0.04622 loss_bbox_dn_2: 0.1273 loss_giou_dn_2: 0.3292 loss_class_dn_3: 0.04002 loss_bbox_dn_3: 0.1223 loss_giou_dn_3: 0.3205 loss_class_dn_4: 0.03605 loss_bbox_dn_4: 0.1219 loss_giou_dn_4: 0.3184 time: 1.1184 data_time: 0.1007 lr: 0.0001 max_mem: 43695M [05/21 10:59:29 d2.utils.events]: eta: 1 day, 4:21:51 iter: 132899 total_loss: 8.401 loss_class: 0.233 loss_bbox: 0.0988 loss_giou: 0.3503 loss_class_0: 0.2573 loss_bbox_0: 0.1116 loss_giou_0: 0.3726 loss_class_1: 0.2449 loss_bbox_1: 0.1039 loss_giou_1: 0.3606 loss_class_2: 0.2386 loss_bbox_2: 0.1016 loss_giou_2: 0.356 loss_class_3: 0.2375 loss_bbox_3: 0.09966 loss_giou_3: 0.353 loss_class_4: 0.2341 loss_bbox_4: 0.09871 loss_giou_4: 0.3502 loss_class_enc: 0.2755 loss_bbox_enc: 0.121 loss_giou_enc: 0.3927 loss_class_dn: 0.04057 loss_bbox_dn: 0.1211 loss_giou_dn: 0.3291 loss_class_dn_0: 0.09134 loss_bbox_dn_0: 0.2063 loss_giou_dn_0: 0.483 loss_class_dn_1: 0.06162 loss_bbox_dn_1: 0.146 loss_giou_dn_1: 0.3752 loss_class_dn_2: 0.04846 loss_bbox_dn_2: 0.1279 loss_giou_dn_2: 0.3414 loss_class_dn_3: 0.04429 loss_bbox_dn_3: 0.1223 loss_giou_dn_3: 0.332 loss_class_dn_4: 0.04181 loss_bbox_dn_4: 0.121 loss_giou_dn_4: 0.3291 time: 1.1184 data_time: 0.0901 lr: 0.0001 max_mem: 43695M [05/21 11:00:26 d2.utils.events]: eta: 1 day, 4:20:38 iter: 132949 total_loss: 8.237 loss_class: 0.214 loss_bbox: 0.0985 loss_giou: 0.3515 loss_class_0: 0.2403 loss_bbox_0: 0.11 loss_giou_0: 0.373 loss_class_1: 0.228 loss_bbox_1: 0.1042 loss_giou_1: 0.3596 loss_class_2: 0.2221 loss_bbox_2: 0.1009 loss_giou_2: 0.3549 loss_class_3: 0.2175 loss_bbox_3: 0.1004 loss_giou_3: 0.3541 loss_class_4: 0.2151 loss_bbox_4: 0.09916 loss_giou_4: 0.3537 loss_class_enc: 0.2578 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3936 loss_class_dn: 0.03427 loss_bbox_dn: 0.1174 loss_giou_dn: 0.3247 loss_class_dn_0: 0.08608 loss_bbox_dn_0: 0.1947 loss_giou_dn_0: 0.4745 loss_class_dn_1: 0.05567 loss_bbox_dn_1: 0.1405 loss_giou_dn_1: 0.3684 loss_class_dn_2: 0.04509 loss_bbox_dn_2: 0.1227 loss_giou_dn_2: 0.3355 loss_class_dn_3: 0.03891 loss_bbox_dn_3: 0.119 loss_giou_dn_3: 0.3265 loss_class_dn_4: 0.0358 loss_bbox_dn_4: 0.1175 loss_giou_dn_4: 0.3247 time: 1.1184 data_time: 0.1029 lr: 0.0001 max_mem: 43695M [05/21 11:01:22 d2.utils.events]: eta: 1 day, 4:18:16 iter: 132999 total_loss: 8.331 loss_class: 0.2198 loss_bbox: 0.1006 loss_giou: 0.3581 loss_class_0: 0.2453 loss_bbox_0: 0.1131 loss_giou_0: 0.3791 loss_class_1: 0.2342 loss_bbox_1: 0.1063 loss_giou_1: 0.3698 loss_class_2: 0.2266 loss_bbox_2: 0.1025 loss_giou_2: 0.3597 loss_class_3: 0.2236 loss_bbox_3: 0.1018 loss_giou_3: 0.3569 loss_class_4: 0.2204 loss_bbox_4: 0.1008 loss_giou_4: 0.358 loss_class_enc: 0.2598 loss_bbox_enc: 0.121 loss_giou_enc: 0.4025 loss_class_dn: 0.03671 loss_bbox_dn: 0.1216 loss_giou_dn: 0.3231 loss_class_dn_0: 0.08843 loss_bbox_dn_0: 0.2061 loss_giou_dn_0: 0.4844 loss_class_dn_1: 0.05778 loss_bbox_dn_1: 0.1485 loss_giou_dn_1: 0.3697 loss_class_dn_2: 0.04719 loss_bbox_dn_2: 0.1275 loss_giou_dn_2: 0.3363 loss_class_dn_3: 0.04209 loss_bbox_dn_3: 0.1233 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.03768 loss_bbox_dn_4: 0.1216 loss_giou_dn_4: 0.3233 time: 1.1184 data_time: 0.1032 lr: 0.0001 max_mem: 43695M [05/21 11:02:18 d2.utils.events]: eta: 1 day, 4:17:26 iter: 133049 total_loss: 8.449 loss_class: 0.2271 loss_bbox: 0.1019 loss_giou: 0.3506 loss_class_0: 0.2548 loss_bbox_0: 0.111 loss_giou_0: 0.3753 loss_class_1: 0.2397 loss_bbox_1: 0.1073 loss_giou_1: 0.3634 loss_class_2: 0.2331 loss_bbox_2: 0.1039 loss_giou_2: 0.3595 loss_class_3: 0.2321 loss_bbox_3: 0.1024 loss_giou_3: 0.3537 loss_class_4: 0.2283 loss_bbox_4: 0.1018 loss_giou_4: 0.352 loss_class_enc: 0.2678 loss_bbox_enc: 0.1214 loss_giou_enc: 0.3928 loss_class_dn: 0.03817 loss_bbox_dn: 0.1201 loss_giou_dn: 0.3273 loss_class_dn_0: 0.09129 loss_bbox_dn_0: 0.1985 loss_giou_dn_0: 0.483 loss_class_dn_1: 0.0592 loss_bbox_dn_1: 0.1434 loss_giou_dn_1: 0.3712 loss_class_dn_2: 0.04654 loss_bbox_dn_2: 0.1256 loss_giou_dn_2: 0.3372 loss_class_dn_3: 0.04043 loss_bbox_dn_3: 0.121 loss_giou_dn_3: 0.3293 loss_class_dn_4: 0.03896 loss_bbox_dn_4: 0.12 loss_giou_dn_4: 0.327 time: 1.1184 data_time: 0.0928 lr: 0.0001 max_mem: 43695M [05/21 11:03:15 d2.utils.events]: eta: 1 day, 4:16:37 iter: 133099 total_loss: 8.143 loss_class: 0.2193 loss_bbox: 0.1004 loss_giou: 0.3477 loss_class_0: 0.2448 loss_bbox_0: 0.1085 loss_giou_0: 0.3699 loss_class_1: 0.2332 loss_bbox_1: 0.1039 loss_giou_1: 0.3555 loss_class_2: 0.2249 loss_bbox_2: 0.1019 loss_giou_2: 0.3502 loss_class_3: 0.2223 loss_bbox_3: 0.1011 loss_giou_3: 0.3484 loss_class_4: 0.2198 loss_bbox_4: 0.1003 loss_giou_4: 0.348 loss_class_enc: 0.2584 loss_bbox_enc: 0.1187 loss_giou_enc: 0.3907 loss_class_dn: 0.03633 loss_bbox_dn: 0.1205 loss_giou_dn: 0.3195 loss_class_dn_0: 0.08912 loss_bbox_dn_0: 0.2041 loss_giou_dn_0: 0.4706 loss_class_dn_1: 0.05684 loss_bbox_dn_1: 0.1429 loss_giou_dn_1: 0.3636 loss_class_dn_2: 0.04532 loss_bbox_dn_2: 0.1264 loss_giou_dn_2: 0.3319 loss_class_dn_3: 0.0403 loss_bbox_dn_3: 0.1224 loss_giou_dn_3: 0.3225 loss_class_dn_4: 0.03748 loss_bbox_dn_4: 0.1205 loss_giou_dn_4: 0.3195 time: 1.1184 data_time: 0.0930 lr: 0.0001 max_mem: 43695M [05/21 11:04:12 d2.utils.events]: eta: 1 day, 4:17:05 iter: 133149 total_loss: 8.302 loss_class: 0.2216 loss_bbox: 0.1002 loss_giou: 0.3545 loss_class_0: 0.246 loss_bbox_0: 0.1095 loss_giou_0: 0.3718 loss_class_1: 0.2339 loss_bbox_1: 0.1037 loss_giou_1: 0.3634 loss_class_2: 0.2282 loss_bbox_2: 0.1014 loss_giou_2: 0.3616 loss_class_3: 0.2264 loss_bbox_3: 0.09894 loss_giou_3: 0.3536 loss_class_4: 0.2228 loss_bbox_4: 0.09937 loss_giou_4: 0.355 loss_class_enc: 0.2629 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3967 loss_class_dn: 0.03912 loss_bbox_dn: 0.1203 loss_giou_dn: 0.3284 loss_class_dn_0: 0.09187 loss_bbox_dn_0: 0.2008 loss_giou_dn_0: 0.4784 loss_class_dn_1: 0.06042 loss_bbox_dn_1: 0.1398 loss_giou_dn_1: 0.3711 loss_class_dn_2: 0.04889 loss_bbox_dn_2: 0.1244 loss_giou_dn_2: 0.3389 loss_class_dn_3: 0.04275 loss_bbox_dn_3: 0.1213 loss_giou_dn_3: 0.3305 loss_class_dn_4: 0.03927 loss_bbox_dn_4: 0.1204 loss_giou_dn_4: 0.3284 time: 1.1184 data_time: 0.0961 lr: 0.0001 max_mem: 43695M [05/21 11:05:08 d2.utils.events]: eta: 1 day, 4:15:42 iter: 133199 total_loss: 8.324 loss_class: 0.2282 loss_bbox: 0.1011 loss_giou: 0.3546 loss_class_0: 0.2533 loss_bbox_0: 0.1126 loss_giou_0: 0.3753 loss_class_1: 0.2432 loss_bbox_1: 0.1066 loss_giou_1: 0.3635 loss_class_2: 0.2362 loss_bbox_2: 0.1039 loss_giou_2: 0.3596 loss_class_3: 0.2328 loss_bbox_3: 0.1021 loss_giou_3: 0.3564 loss_class_4: 0.2282 loss_bbox_4: 0.1011 loss_giou_4: 0.3556 loss_class_enc: 0.2706 loss_bbox_enc: 0.1212 loss_giou_enc: 0.3971 loss_class_dn: 0.04121 loss_bbox_dn: 0.1265 loss_giou_dn: 0.325 loss_class_dn_0: 0.09353 loss_bbox_dn_0: 0.2051 loss_giou_dn_0: 0.4707 loss_class_dn_1: 0.05992 loss_bbox_dn_1: 0.1462 loss_giou_dn_1: 0.3652 loss_class_dn_2: 0.04919 loss_bbox_dn_2: 0.1305 loss_giou_dn_2: 0.3351 loss_class_dn_3: 0.04409 loss_bbox_dn_3: 0.127 loss_giou_dn_3: 0.3271 loss_class_dn_4: 0.04186 loss_bbox_dn_4: 0.1265 loss_giou_dn_4: 0.3248 time: 1.1184 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 11:06:05 d2.utils.events]: eta: 1 day, 4:14:36 iter: 133249 total_loss: 8.404 loss_class: 0.231 loss_bbox: 0.1018 loss_giou: 0.3575 loss_class_0: 0.2572 loss_bbox_0: 0.1126 loss_giou_0: 0.3781 loss_class_1: 0.2438 loss_bbox_1: 0.1069 loss_giou_1: 0.3697 loss_class_2: 0.2373 loss_bbox_2: 0.1054 loss_giou_2: 0.3634 loss_class_3: 0.2348 loss_bbox_3: 0.1034 loss_giou_3: 0.3599 loss_class_4: 0.2309 loss_bbox_4: 0.102 loss_giou_4: 0.3577 loss_class_enc: 0.2729 loss_bbox_enc: 0.1253 loss_giou_enc: 0.4073 loss_class_dn: 0.03902 loss_bbox_dn: 0.1245 loss_giou_dn: 0.3294 loss_class_dn_0: 0.09166 loss_bbox_dn_0: 0.2055 loss_giou_dn_0: 0.474 loss_class_dn_1: 0.06034 loss_bbox_dn_1: 0.145 loss_giou_dn_1: 0.3699 loss_class_dn_2: 0.04852 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.3387 loss_class_dn_3: 0.04309 loss_bbox_dn_3: 0.126 loss_giou_dn_3: 0.3315 loss_class_dn_4: 0.04003 loss_bbox_dn_4: 0.1245 loss_giou_dn_4: 0.3292 time: 1.1184 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/21 11:07:01 d2.utils.events]: eta: 1 day, 4:12:46 iter: 133299 total_loss: 8.165 loss_class: 0.2222 loss_bbox: 0.0983 loss_giou: 0.3481 loss_class_0: 0.2477 loss_bbox_0: 0.1085 loss_giou_0: 0.3676 loss_class_1: 0.2339 loss_bbox_1: 0.1041 loss_giou_1: 0.3603 loss_class_2: 0.229 loss_bbox_2: 0.1013 loss_giou_2: 0.3555 loss_class_3: 0.2271 loss_bbox_3: 0.09949 loss_giou_3: 0.3522 loss_class_4: 0.2238 loss_bbox_4: 0.09867 loss_giou_4: 0.3501 loss_class_enc: 0.2643 loss_bbox_enc: 0.1201 loss_giou_enc: 0.389 loss_class_dn: 0.03695 loss_bbox_dn: 0.1221 loss_giou_dn: 0.324 loss_class_dn_0: 0.08869 loss_bbox_dn_0: 0.2053 loss_giou_dn_0: 0.4703 loss_class_dn_1: 0.06029 loss_bbox_dn_1: 0.1471 loss_giou_dn_1: 0.363 loss_class_dn_2: 0.04738 loss_bbox_dn_2: 0.1287 loss_giou_dn_2: 0.3342 loss_class_dn_3: 0.04166 loss_bbox_dn_3: 0.1238 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.03825 loss_bbox_dn_4: 0.1221 loss_giou_dn_4: 0.3237 time: 1.1184 data_time: 0.0999 lr: 0.0001 max_mem: 43695M [05/21 11:07:58 d2.utils.events]: eta: 1 day, 4:13:20 iter: 133349 total_loss: 8.305 loss_class: 0.2254 loss_bbox: 0.1006 loss_giou: 0.3537 loss_class_0: 0.2518 loss_bbox_0: 0.112 loss_giou_0: 0.3738 loss_class_1: 0.2399 loss_bbox_1: 0.1055 loss_giou_1: 0.3643 loss_class_2: 0.2342 loss_bbox_2: 0.1021 loss_giou_2: 0.358 loss_class_3: 0.2299 loss_bbox_3: 0.1013 loss_giou_3: 0.3551 loss_class_4: 0.2282 loss_bbox_4: 0.1005 loss_giou_4: 0.3536 loss_class_enc: 0.2683 loss_bbox_enc: 0.1228 loss_giou_enc: 0.3959 loss_class_dn: 0.03848 loss_bbox_dn: 0.1229 loss_giou_dn: 0.3295 loss_class_dn_0: 0.09019 loss_bbox_dn_0: 0.207 loss_giou_dn_0: 0.4822 loss_class_dn_1: 0.05957 loss_bbox_dn_1: 0.1461 loss_giou_dn_1: 0.3726 loss_class_dn_2: 0.04724 loss_bbox_dn_2: 0.1278 loss_giou_dn_2: 0.3419 loss_class_dn_3: 0.04208 loss_bbox_dn_3: 0.1238 loss_giou_dn_3: 0.3316 loss_class_dn_4: 0.03947 loss_bbox_dn_4: 0.1228 loss_giou_dn_4: 0.3296 time: 1.1184 data_time: 0.0997 lr: 0.0001 max_mem: 43695M [05/21 11:08:55 d2.utils.events]: eta: 1 day, 4:12:45 iter: 133399 total_loss: 8.293 loss_class: 0.2251 loss_bbox: 0.1018 loss_giou: 0.3531 loss_class_0: 0.2501 loss_bbox_0: 0.1154 loss_giou_0: 0.3734 loss_class_1: 0.2369 loss_bbox_1: 0.1091 loss_giou_1: 0.3614 loss_class_2: 0.2315 loss_bbox_2: 0.1038 loss_giou_2: 0.3563 loss_class_3: 0.229 loss_bbox_3: 0.1016 loss_giou_3: 0.3542 loss_class_4: 0.2253 loss_bbox_4: 0.1014 loss_giou_4: 0.3536 loss_class_enc: 0.2681 loss_bbox_enc: 0.1252 loss_giou_enc: 0.3989 loss_class_dn: 0.03487 loss_bbox_dn: 0.1233 loss_giou_dn: 0.323 loss_class_dn_0: 0.09107 loss_bbox_dn_0: 0.2061 loss_giou_dn_0: 0.4819 loss_class_dn_1: 0.06021 loss_bbox_dn_1: 0.1458 loss_giou_dn_1: 0.3654 loss_class_dn_2: 0.04724 loss_bbox_dn_2: 0.1293 loss_giou_dn_2: 0.3347 loss_class_dn_3: 0.04093 loss_bbox_dn_3: 0.1242 loss_giou_dn_3: 0.3249 loss_class_dn_4: 0.03715 loss_bbox_dn_4: 0.1233 loss_giou_dn_4: 0.3226 time: 1.1184 data_time: 0.0957 lr: 0.0001 max_mem: 43695M [05/21 11:09:51 d2.utils.events]: eta: 1 day, 4:11:05 iter: 133449 total_loss: 8.161 loss_class: 0.2227 loss_bbox: 0.09975 loss_giou: 0.3469 loss_class_0: 0.2507 loss_bbox_0: 0.1106 loss_giou_0: 0.3704 loss_class_1: 0.2368 loss_bbox_1: 0.1036 loss_giou_1: 0.3592 loss_class_2: 0.2279 loss_bbox_2: 0.103 loss_giou_2: 0.3536 loss_class_3: 0.2257 loss_bbox_3: 0.1007 loss_giou_3: 0.3487 loss_class_4: 0.2238 loss_bbox_4: 0.09964 loss_giou_4: 0.3474 loss_class_enc: 0.2624 loss_bbox_enc: 0.1194 loss_giou_enc: 0.3912 loss_class_dn: 0.03678 loss_bbox_dn: 0.1181 loss_giou_dn: 0.3206 loss_class_dn_0: 0.08991 loss_bbox_dn_0: 0.1997 loss_giou_dn_0: 0.473 loss_class_dn_1: 0.05851 loss_bbox_dn_1: 0.1415 loss_giou_dn_1: 0.3641 loss_class_dn_2: 0.04588 loss_bbox_dn_2: 0.1231 loss_giou_dn_2: 0.3327 loss_class_dn_3: 0.04145 loss_bbox_dn_3: 0.1194 loss_giou_dn_3: 0.3233 loss_class_dn_4: 0.03816 loss_bbox_dn_4: 0.1181 loss_giou_dn_4: 0.3205 time: 1.1184 data_time: 0.1014 lr: 0.0001 max_mem: 43695M [05/21 11:10:47 d2.utils.events]: eta: 1 day, 4:10:21 iter: 133499 total_loss: 8.059 loss_class: 0.2202 loss_bbox: 0.098 loss_giou: 0.3381 loss_class_0: 0.2458 loss_bbox_0: 0.1105 loss_giou_0: 0.3637 loss_class_1: 0.2329 loss_bbox_1: 0.1049 loss_giou_1: 0.3531 loss_class_2: 0.2271 loss_bbox_2: 0.1015 loss_giou_2: 0.345 loss_class_3: 0.2253 loss_bbox_3: 0.09924 loss_giou_3: 0.3403 loss_class_4: 0.2214 loss_bbox_4: 0.09805 loss_giou_4: 0.339 loss_class_enc: 0.2624 loss_bbox_enc: 0.122 loss_giou_enc: 0.3866 loss_class_dn: 0.03283 loss_bbox_dn: 0.1171 loss_giou_dn: 0.3156 loss_class_dn_0: 0.0867 loss_bbox_dn_0: 0.2027 loss_giou_dn_0: 0.4682 loss_class_dn_1: 0.05503 loss_bbox_dn_1: 0.1398 loss_giou_dn_1: 0.3541 loss_class_dn_2: 0.04171 loss_bbox_dn_2: 0.124 loss_giou_dn_2: 0.3258 loss_class_dn_3: 0.037 loss_bbox_dn_3: 0.1187 loss_giou_dn_3: 0.3174 loss_class_dn_4: 0.03394 loss_bbox_dn_4: 0.1171 loss_giou_dn_4: 0.3155 time: 1.1184 data_time: 0.1018 lr: 0.0001 max_mem: 43695M [05/21 11:11:44 d2.utils.events]: eta: 1 day, 4:08:34 iter: 133549 total_loss: 8.338 loss_class: 0.2266 loss_bbox: 0.1021 loss_giou: 0.3561 loss_class_0: 0.2561 loss_bbox_0: 0.1132 loss_giou_0: 0.3733 loss_class_1: 0.2421 loss_bbox_1: 0.1055 loss_giou_1: 0.3644 loss_class_2: 0.2364 loss_bbox_2: 0.1032 loss_giou_2: 0.3585 loss_class_3: 0.2321 loss_bbox_3: 0.1027 loss_giou_3: 0.3571 loss_class_4: 0.2288 loss_bbox_4: 0.1039 loss_giou_4: 0.3566 loss_class_enc: 0.2718 loss_bbox_enc: 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loss_giou_enc: 0.3828 loss_class_dn: 0.03689 loss_bbox_dn: 0.1241 loss_giou_dn: 0.3137 loss_class_dn_0: 0.08998 loss_bbox_dn_0: 0.2086 loss_giou_dn_0: 0.4629 loss_class_dn_1: 0.0602 loss_bbox_dn_1: 0.1473 loss_giou_dn_1: 0.3559 loss_class_dn_2: 0.04725 loss_bbox_dn_2: 0.1291 loss_giou_dn_2: 0.3237 loss_class_dn_3: 0.04169 loss_bbox_dn_3: 0.125 loss_giou_dn_3: 0.3152 loss_class_dn_4: 0.03825 loss_bbox_dn_4: 0.1241 loss_giou_dn_4: 0.3135 time: 1.1185 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/21 11:13:37 d2.utils.events]: eta: 1 day, 4:05:31 iter: 133649 total_loss: 8.256 loss_class: 0.2248 loss_bbox: 0.1022 loss_giou: 0.3451 loss_class_0: 0.2522 loss_bbox_0: 0.1126 loss_giou_0: 0.3648 loss_class_1: 0.2389 loss_bbox_1: 0.1065 loss_giou_1: 0.3533 loss_class_2: 0.2331 loss_bbox_2: 0.1034 loss_giou_2: 0.3488 loss_class_3: 0.229 loss_bbox_3: 0.1031 loss_giou_3: 0.348 loss_class_4: 0.2248 loss_bbox_4: 0.1018 loss_giou_4: 0.3455 loss_class_enc: 0.2681 loss_bbox_enc: 0.122 loss_giou_enc: 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loss_class_dn: 0.03715 loss_bbox_dn: 0.1211 loss_giou_dn: 0.3205 loss_class_dn_0: 0.09007 loss_bbox_dn_0: 0.2021 loss_giou_dn_0: 0.4696 loss_class_dn_1: 0.0598 loss_bbox_dn_1: 0.1429 loss_giou_dn_1: 0.3631 loss_class_dn_2: 0.04775 loss_bbox_dn_2: 0.1273 loss_giou_dn_2: 0.331 loss_class_dn_3: 0.04202 loss_bbox_dn_3: 0.1222 loss_giou_dn_3: 0.3216 loss_class_dn_4: 0.03853 loss_bbox_dn_4: 0.1211 loss_giou_dn_4: 0.32 time: 1.1185 data_time: 0.1007 lr: 0.0001 max_mem: 43695M [05/21 11:15:30 d2.utils.events]: eta: 1 day, 4:04:27 iter: 133749 total_loss: 8.411 loss_class: 0.2283 loss_bbox: 0.0994 loss_giou: 0.3597 loss_class_0: 0.2563 loss_bbox_0: 0.1084 loss_giou_0: 0.3791 loss_class_1: 0.242 loss_bbox_1: 0.1045 loss_giou_1: 0.3726 loss_class_2: 0.2347 loss_bbox_2: 0.1011 loss_giou_2: 0.3659 loss_class_3: 0.2308 loss_bbox_3: 0.09909 loss_giou_3: 0.3607 loss_class_4: 0.229 loss_bbox_4: 0.09994 loss_giou_4: 0.3597 loss_class_enc: 0.2722 loss_bbox_enc: 0.1186 loss_giou_enc: 0.4047 loss_class_dn: 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loss_bbox_dn: 0.1185 loss_giou_dn: 0.3246 loss_class_dn_0: 0.08957 loss_bbox_dn_0: 0.2004 loss_giou_dn_0: 0.4713 loss_class_dn_1: 0.05904 loss_bbox_dn_1: 0.1411 loss_giou_dn_1: 0.3659 loss_class_dn_2: 0.04797 loss_bbox_dn_2: 0.1222 loss_giou_dn_2: 0.3342 loss_class_dn_3: 0.04279 loss_bbox_dn_3: 0.1192 loss_giou_dn_3: 0.3269 loss_class_dn_4: 0.0392 loss_bbox_dn_4: 0.1185 loss_giou_dn_4: 0.3245 time: 1.1185 data_time: 0.0997 lr: 0.0001 max_mem: 43695M [05/21 11:17:24 d2.utils.events]: eta: 1 day, 4:01:28 iter: 133849 total_loss: 8.281 loss_class: 0.2227 loss_bbox: 0.1012 loss_giou: 0.3534 loss_class_0: 0.2561 loss_bbox_0: 0.1126 loss_giou_0: 0.3708 loss_class_1: 0.2387 loss_bbox_1: 0.1056 loss_giou_1: 0.3626 loss_class_2: 0.2319 loss_bbox_2: 0.1027 loss_giou_2: 0.3567 loss_class_3: 0.227 loss_bbox_3: 0.101 loss_giou_3: 0.3535 loss_class_4: 0.224 loss_bbox_4: 0.1007 loss_giou_4: 0.3532 loss_class_enc: 0.268 loss_bbox_enc: 0.1214 loss_giou_enc: 0.3941 loss_class_dn: 0.03768 loss_bbox_dn: 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loss_giou_dn: 0.3217 loss_class_dn_0: 0.08917 loss_bbox_dn_0: 0.2111 loss_giou_dn_0: 0.4725 loss_class_dn_1: 0.05998 loss_bbox_dn_1: 0.1493 loss_giou_dn_1: 0.3656 loss_class_dn_2: 0.0469 loss_bbox_dn_2: 0.1316 loss_giou_dn_2: 0.3319 loss_class_dn_3: 0.04154 loss_bbox_dn_3: 0.1276 loss_giou_dn_3: 0.3239 loss_class_dn_4: 0.03778 loss_bbox_dn_4: 0.1272 loss_giou_dn_4: 0.3215 time: 1.1185 data_time: 0.0987 lr: 0.0001 max_mem: 43695M [05/21 11:19:17 d2.utils.events]: eta: 1 day, 3:59:23 iter: 133949 total_loss: 8.331 loss_class: 0.2308 loss_bbox: 0.1011 loss_giou: 0.3625 loss_class_0: 0.2588 loss_bbox_0: 0.1106 loss_giou_0: 0.3827 loss_class_1: 0.2438 loss_bbox_1: 0.1045 loss_giou_1: 0.3759 loss_class_2: 0.2363 loss_bbox_2: 0.1026 loss_giou_2: 0.3681 loss_class_3: 0.2349 loss_bbox_3: 0.1008 loss_giou_3: 0.3638 loss_class_4: 0.2327 loss_bbox_4: 0.1011 loss_giou_4: 0.3625 loss_class_enc: 0.2715 loss_bbox_enc: 0.1209 loss_giou_enc: 0.4039 loss_class_dn: 0.03701 loss_bbox_dn: 0.1188 loss_giou_dn: 0.3274 loss_class_dn_0: 0.0898 loss_bbox_dn_0: 0.2 loss_giou_dn_0: 0.479 loss_class_dn_1: 0.05901 loss_bbox_dn_1: 0.1404 loss_giou_dn_1: 0.3707 loss_class_dn_2: 0.04729 loss_bbox_dn_2: 0.1231 loss_giou_dn_2: 0.3365 loss_class_dn_3: 0.04208 loss_bbox_dn_3: 0.1202 loss_giou_dn_3: 0.3288 loss_class_dn_4: 0.03874 loss_bbox_dn_4: 0.1188 loss_giou_dn_4: 0.3272 time: 1.1185 data_time: 0.1018 lr: 0.0001 max_mem: 43695M [05/21 11:20:14 d2.utils.events]: eta: 1 day, 3:58:28 iter: 133999 total_loss: 8.32 loss_class: 0.2236 loss_bbox: 0.1026 loss_giou: 0.3539 loss_class_0: 0.2519 loss_bbox_0: 0.1135 loss_giou_0: 0.3751 loss_class_1: 0.2369 loss_bbox_1: 0.1086 loss_giou_1: 0.3647 loss_class_2: 0.2307 loss_bbox_2: 0.1064 loss_giou_2: 0.3597 loss_class_3: 0.229 loss_bbox_3: 0.1041 loss_giou_3: 0.3559 loss_class_4: 0.226 loss_bbox_4: 0.1028 loss_giou_4: 0.3546 loss_class_enc: 0.2685 loss_bbox_enc: 0.1239 loss_giou_enc: 0.3962 loss_class_dn: 0.03741 loss_bbox_dn: 0.1218 loss_giou_dn: 0.3166 loss_class_dn_0: 0.09103 loss_bbox_dn_0: 0.2022 loss_giou_dn_0: 0.4746 loss_class_dn_1: 0.06152 loss_bbox_dn_1: 0.1445 loss_giou_dn_1: 0.3606 loss_class_dn_2: 0.04808 loss_bbox_dn_2: 0.1268 loss_giou_dn_2: 0.327 loss_class_dn_3: 0.04215 loss_bbox_dn_3: 0.1228 loss_giou_dn_3: 0.3182 loss_class_dn_4: 0.03812 loss_bbox_dn_4: 0.1219 loss_giou_dn_4: 0.3166 time: 1.1185 data_time: 0.1043 lr: 0.0001 max_mem: 43695M [05/21 11:21:11 d2.utils.events]: eta: 1 day, 3:57:37 iter: 134049 total_loss: 8.152 loss_class: 0.2203 loss_bbox: 0.09934 loss_giou: 0.3585 loss_class_0: 0.2454 loss_bbox_0: 0.1087 loss_giou_0: 0.3768 loss_class_1: 0.2346 loss_bbox_1: 0.1036 loss_giou_1: 0.3693 loss_class_2: 0.2261 loss_bbox_2: 0.101 loss_giou_2: 0.3641 loss_class_3: 0.2244 loss_bbox_3: 0.09945 loss_giou_3: 0.3609 loss_class_4: 0.2216 loss_bbox_4: 0.09994 loss_giou_4: 0.359 loss_class_enc: 0.2588 loss_bbox_enc: 0.1163 loss_giou_enc: 0.4008 loss_class_dn: 0.03623 loss_bbox_dn: 0.1221 loss_giou_dn: 0.3202 loss_class_dn_0: 0.08983 loss_bbox_dn_0: 0.201 loss_giou_dn_0: 0.4738 loss_class_dn_1: 0.05951 loss_bbox_dn_1: 0.1409 loss_giou_dn_1: 0.3636 loss_class_dn_2: 0.04759 loss_bbox_dn_2: 0.1266 loss_giou_dn_2: 0.3306 loss_class_dn_3: 0.04169 loss_bbox_dn_3: 0.1231 loss_giou_dn_3: 0.3218 loss_class_dn_4: 0.03781 loss_bbox_dn_4: 0.1219 loss_giou_dn_4: 0.3201 time: 1.1185 data_time: 0.0948 lr: 0.0001 max_mem: 43695M [05/21 11:22:06 d2.utils.events]: eta: 1 day, 3:55:57 iter: 134099 total_loss: 8.301 loss_class: 0.2266 loss_bbox: 0.09558 loss_giou: 0.3619 loss_class_0: 0.2553 loss_bbox_0: 0.1077 loss_giou_0: 0.3815 loss_class_1: 0.2389 loss_bbox_1: 0.1009 loss_giou_1: 0.3734 loss_class_2: 0.2333 loss_bbox_2: 0.09756 loss_giou_2: 0.3693 loss_class_3: 0.2304 loss_bbox_3: 0.09725 loss_giou_3: 0.3651 loss_class_4: 0.228 loss_bbox_4: 0.09547 loss_giou_4: 0.3635 loss_class_enc: 0.2669 loss_bbox_enc: 0.1174 loss_giou_enc: 0.4081 loss_class_dn: 0.03485 loss_bbox_dn: 0.1178 loss_giou_dn: 0.3332 loss_class_dn_0: 0.08838 loss_bbox_dn_0: 0.1941 loss_giou_dn_0: 0.4832 loss_class_dn_1: 0.05863 loss_bbox_dn_1: 0.1393 loss_giou_dn_1: 0.3765 loss_class_dn_2: 0.04617 loss_bbox_dn_2: 0.1219 loss_giou_dn_2: 0.3439 loss_class_dn_3: 0.03968 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.3355 loss_class_dn_4: 0.03541 loss_bbox_dn_4: 0.1178 loss_giou_dn_4: 0.3332 time: 1.1185 data_time: 0.1092 lr: 0.0001 max_mem: 43695M [05/21 11:23:03 d2.utils.events]: eta: 1 day, 3:53:20 iter: 134149 total_loss: 8.321 loss_class: 0.2355 loss_bbox: 0.1005 loss_giou: 0.3432 loss_class_0: 0.2573 loss_bbox_0: 0.1104 loss_giou_0: 0.3672 loss_class_1: 0.2478 loss_bbox_1: 0.1027 loss_giou_1: 0.3559 loss_class_2: 0.2401 loss_bbox_2: 0.1004 loss_giou_2: 0.3501 loss_class_3: 0.2389 loss_bbox_3: 0.1002 loss_giou_3: 0.3465 loss_class_4: 0.2363 loss_bbox_4: 0.1009 loss_giou_4: 0.3447 loss_class_enc: 0.2704 loss_bbox_enc: 0.1214 loss_giou_enc: 0.3926 loss_class_dn: 0.03688 loss_bbox_dn: 0.1228 loss_giou_dn: 0.3167 loss_class_dn_0: 0.09036 loss_bbox_dn_0: 0.2059 loss_giou_dn_0: 0.467 loss_class_dn_1: 0.05948 loss_bbox_dn_1: 0.1434 loss_giou_dn_1: 0.3606 loss_class_dn_2: 0.04783 loss_bbox_dn_2: 0.1272 loss_giou_dn_2: 0.3281 loss_class_dn_3: 0.04206 loss_bbox_dn_3: 0.1242 loss_giou_dn_3: 0.319 loss_class_dn_4: 0.03865 loss_bbox_dn_4: 0.1228 loss_giou_dn_4: 0.3166 time: 1.1185 data_time: 0.1023 lr: 0.0001 max_mem: 43695M [05/21 11:24:01 d2.utils.events]: eta: 1 day, 3:52:25 iter: 134199 total_loss: 8.39 loss_class: 0.2272 loss_bbox: 0.1006 loss_giou: 0.3718 loss_class_0: 0.2521 loss_bbox_0: 0.1114 loss_giou_0: 0.3913 loss_class_1: 0.2422 loss_bbox_1: 0.1062 loss_giou_1: 0.3813 loss_class_2: 0.2344 loss_bbox_2: 0.1038 loss_giou_2: 0.3761 loss_class_3: 0.2321 loss_bbox_3: 0.1019 loss_giou_3: 0.3746 loss_class_4: 0.2278 loss_bbox_4: 0.1004 loss_giou_4: 0.3733 loss_class_enc: 0.2673 loss_bbox_enc: 0.1226 loss_giou_enc: 0.411 loss_class_dn: 0.03969 loss_bbox_dn: 0.1202 loss_giou_dn: 0.3336 loss_class_dn_0: 0.08908 loss_bbox_dn_0: 0.2064 loss_giou_dn_0: 0.4827 loss_class_dn_1: 0.06047 loss_bbox_dn_1: 0.1435 loss_giou_dn_1: 0.375 loss_class_dn_2: 0.0488 loss_bbox_dn_2: 0.1253 loss_giou_dn_2: 0.3443 loss_class_dn_3: 0.04447 loss_bbox_dn_3: 0.1212 loss_giou_dn_3: 0.3362 loss_class_dn_4: 0.04139 loss_bbox_dn_4: 0.1202 loss_giou_dn_4: 0.3336 time: 1.1185 data_time: 0.1012 lr: 0.0001 max_mem: 43695M [05/21 11:24:59 d2.utils.events]: eta: 1 day, 3:53:27 iter: 134249 total_loss: 8.262 loss_class: 0.2231 loss_bbox: 0.1037 loss_giou: 0.344 loss_class_0: 0.2499 loss_bbox_0: 0.1114 loss_giou_0: 0.3614 loss_class_1: 0.2392 loss_bbox_1: 0.1061 loss_giou_1: 0.349 loss_class_2: 0.2299 loss_bbox_2: 0.1042 loss_giou_2: 0.349 loss_class_3: 0.2275 loss_bbox_3: 0.1042 loss_giou_3: 0.3467 loss_class_4: 0.2249 loss_bbox_4: 0.1031 loss_giou_4: 0.3448 loss_class_enc: 0.2622 loss_bbox_enc: 0.1211 loss_giou_enc: 0.3878 loss_class_dn: 0.03888 loss_bbox_dn: 0.1254 loss_giou_dn: 0.3218 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loss_class_dn_1: 0.05636 loss_bbox_dn_1: 0.1473 loss_giou_dn_1: 0.3636 loss_class_dn_2: 0.04424 loss_bbox_dn_2: 0.1283 loss_giou_dn_2: 0.331 loss_class_dn_3: 0.04111 loss_bbox_dn_3: 0.1254 loss_giou_dn_3: 0.3212 loss_class_dn_4: 0.03832 loss_bbox_dn_4: 0.124 loss_giou_dn_4: 0.3183 time: 1.1185 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 11:34:24 d2.utils.events]: eta: 1 day, 3:38:29 iter: 134749 total_loss: 8.294 loss_class: 0.2314 loss_bbox: 0.09904 loss_giou: 0.3519 loss_class_0: 0.2571 loss_bbox_0: 0.1129 loss_giou_0: 0.3754 loss_class_1: 0.2456 loss_bbox_1: 0.1042 loss_giou_1: 0.3638 loss_class_2: 0.2409 loss_bbox_2: 0.1016 loss_giou_2: 0.3565 loss_class_3: 0.2372 loss_bbox_3: 0.09979 loss_giou_3: 0.3538 loss_class_4: 0.2329 loss_bbox_4: 0.09908 loss_giou_4: 0.3523 loss_class_enc: 0.2734 loss_bbox_enc: 0.1204 loss_giou_enc: 0.3964 loss_class_dn: 0.03819 loss_bbox_dn: 0.1212 loss_giou_dn: 0.3212 loss_class_dn_0: 0.09347 loss_bbox_dn_0: 0.2076 loss_giou_dn_0: 0.4768 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loss_giou_dn_1: 0.3678 loss_class_dn_2: 0.0457 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.3387 loss_class_dn_3: 0.04126 loss_bbox_dn_3: 0.1238 loss_giou_dn_3: 0.3304 loss_class_dn_4: 0.03768 loss_bbox_dn_4: 0.123 loss_giou_dn_4: 0.3277 time: 1.1186 data_time: 0.0970 lr: 0.0001 max_mem: 43695M [05/21 11:51:22 d2.utils.events]: eta: 1 day, 3:18:44 iter: 135649 total_loss: 8.45 loss_class: 0.224 loss_bbox: 0.0993 loss_giou: 0.3621 loss_class_0: 0.251 loss_bbox_0: 0.1104 loss_giou_0: 0.3817 loss_class_1: 0.237 loss_bbox_1: 0.1051 loss_giou_1: 0.3682 loss_class_2: 0.2327 loss_bbox_2: 0.101 loss_giou_2: 0.3651 loss_class_3: 0.229 loss_bbox_3: 0.1005 loss_giou_3: 0.3613 loss_class_4: 0.2255 loss_bbox_4: 0.09968 loss_giou_4: 0.362 loss_class_enc: 0.2649 loss_bbox_enc: 0.12 loss_giou_enc: 0.4062 loss_class_dn: 0.03539 loss_bbox_dn: 0.1219 loss_giou_dn: 0.328 loss_class_dn_0: 0.08982 loss_bbox_dn_0: 0.2026 loss_giou_dn_0: 0.4861 loss_class_dn_1: 0.05712 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 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loss_class_dn_2: 0.04499 loss_bbox_dn_2: 0.1254 loss_giou_dn_2: 0.3239 loss_class_dn_3: 0.03994 loss_bbox_dn_3: 0.1214 loss_giou_dn_3: 0.3163 loss_class_dn_4: 0.03774 loss_bbox_dn_4: 0.1196 loss_giou_dn_4: 0.3147 time: 1.1186 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 11:58:56 d2.utils.events]: eta: 1 day, 3:12:13 iter: 136049 total_loss: 8.382 loss_class: 0.2257 loss_bbox: 0.101 loss_giou: 0.3535 loss_class_0: 0.2549 loss_bbox_0: 0.11 loss_giou_0: 0.3741 loss_class_1: 0.2424 loss_bbox_1: 0.1051 loss_giou_1: 0.3645 loss_class_2: 0.2333 loss_bbox_2: 0.1033 loss_giou_2: 0.36 loss_class_3: 0.23 loss_bbox_3: 0.1017 loss_giou_3: 0.3556 loss_class_4: 0.2271 loss_bbox_4: 0.1011 loss_giou_4: 0.3543 loss_class_enc: 0.2728 loss_bbox_enc: 0.1204 loss_giou_enc: 0.3974 loss_class_dn: 0.03743 loss_bbox_dn: 0.1218 loss_giou_dn: 0.3238 loss_class_dn_0: 0.09318 loss_bbox_dn_0: 0.2052 loss_giou_dn_0: 0.4753 loss_class_dn_1: 0.06004 loss_bbox_dn_1: 0.145 loss_giou_dn_1: 0.3652 loss_class_dn_2: 0.04803 loss_bbox_dn_2: 0.1275 loss_giou_dn_2: 0.3342 loss_class_dn_3: 0.04247 loss_bbox_dn_3: 0.1228 loss_giou_dn_3: 0.3259 loss_class_dn_4: 0.03864 loss_bbox_dn_4: 0.1218 loss_giou_dn_4: 0.3238 time: 1.1186 data_time: 0.0926 lr: 0.0001 max_mem: 43695M [05/21 11:59:52 d2.utils.events]: eta: 1 day, 3:11:45 iter: 136099 total_loss: 8.237 loss_class: 0.2264 loss_bbox: 0.09859 loss_giou: 0.3546 loss_class_0: 0.2506 loss_bbox_0: 0.108 loss_giou_0: 0.3732 loss_class_1: 0.2365 loss_bbox_1: 0.1032 loss_giou_1: 0.3644 loss_class_2: 0.2333 loss_bbox_2: 0.1006 loss_giou_2: 0.3578 loss_class_3: 0.2303 loss_bbox_3: 0.09959 loss_giou_3: 0.3549 loss_class_4: 0.2266 loss_bbox_4: 0.09849 loss_giou_4: 0.3555 loss_class_enc: 0.2669 loss_bbox_enc: 0.1196 loss_giou_enc: 0.3931 loss_class_dn: 0.03493 loss_bbox_dn: 0.1162 loss_giou_dn: 0.3183 loss_class_dn_0: 0.08787 loss_bbox_dn_0: 0.1937 loss_giou_dn_0: 0.4713 loss_class_dn_1: 0.05733 loss_bbox_dn_1: 0.1359 loss_giou_dn_1: 0.3636 loss_class_dn_2: 0.04471 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loss_bbox_dn_3: 0.1197 loss_giou_dn_3: 0.3222 loss_class_dn_4: 0.03991 loss_bbox_dn_4: 0.1185 loss_giou_dn_4: 0.32 time: 1.1186 data_time: 0.0953 lr: 0.0001 max_mem: 43695M [05/21 12:22:32 d2.utils.events]: eta: 1 day, 2:54:29 iter: 137299 total_loss: 8.289 loss_class: 0.2271 loss_bbox: 0.09704 loss_giou: 0.3608 loss_class_0: 0.2536 loss_bbox_0: 0.1078 loss_giou_0: 0.3782 loss_class_1: 0.242 loss_bbox_1: 0.1024 loss_giou_1: 0.3682 loss_class_2: 0.2344 loss_bbox_2: 0.09828 loss_giou_2: 0.364 loss_class_3: 0.2309 loss_bbox_3: 0.09902 loss_giou_3: 0.3615 loss_class_4: 0.2281 loss_bbox_4: 0.09785 loss_giou_4: 0.3619 loss_class_enc: 0.2692 loss_bbox_enc: 0.1181 loss_giou_enc: 0.3977 loss_class_dn: 0.04072 loss_bbox_dn: 0.1144 loss_giou_dn: 0.3217 loss_class_dn_0: 0.09225 loss_bbox_dn_0: 0.1939 loss_giou_dn_0: 0.4709 loss_class_dn_1: 0.06185 loss_bbox_dn_1: 0.1345 loss_giou_dn_1: 0.3634 loss_class_dn_2: 0.0494 loss_bbox_dn_2: 0.1193 loss_giou_dn_2: 0.3319 loss_class_dn_3: 0.04499 loss_bbox_dn_3: 0.1152 loss_giou_dn_3: 0.3236 loss_class_dn_4: 0.04155 loss_bbox_dn_4: 0.1144 loss_giou_dn_4: 0.3214 time: 1.1187 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/21 12:23:30 d2.utils.events]: eta: 1 day, 2:53:50 iter: 137349 total_loss: 8.287 loss_class: 0.2277 loss_bbox: 0.09768 loss_giou: 0.3463 loss_class_0: 0.2531 loss_bbox_0: 0.1095 loss_giou_0: 0.3689 loss_class_1: 0.2413 loss_bbox_1: 0.1023 loss_giou_1: 0.3561 loss_class_2: 0.2351 loss_bbox_2: 0.1003 loss_giou_2: 0.3509 loss_class_3: 0.231 loss_bbox_3: 0.09825 loss_giou_3: 0.3459 loss_class_4: 0.2289 loss_bbox_4: 0.09769 loss_giou_4: 0.3452 loss_class_enc: 0.2664 loss_bbox_enc: 0.1168 loss_giou_enc: 0.3884 loss_class_dn: 0.0385 loss_bbox_dn: 0.1152 loss_giou_dn: 0.3236 loss_class_dn_0: 0.09171 loss_bbox_dn_0: 0.2026 loss_giou_dn_0: 0.4754 loss_class_dn_1: 0.0596 loss_bbox_dn_1: 0.1409 loss_giou_dn_1: 0.3639 loss_class_dn_2: 0.0481 loss_bbox_dn_2: 0.1212 loss_giou_dn_2: 0.333 loss_class_dn_3: 0.04293 loss_bbox_dn_3: 0.117 loss_giou_dn_3: 0.3247 loss_class_dn_4: 0.03947 loss_bbox_dn_4: 0.1152 loss_giou_dn_4: 0.3233 time: 1.1187 data_time: 0.0913 lr: 0.0001 max_mem: 43695M [05/21 12:24:27 d2.utils.events]: eta: 1 day, 2:53:24 iter: 137399 total_loss: 8.017 loss_class: 0.2189 loss_bbox: 0.1003 loss_giou: 0.3288 loss_class_0: 0.2437 loss_bbox_0: 0.1127 loss_giou_0: 0.346 loss_class_1: 0.2317 loss_bbox_1: 0.1047 loss_giou_1: 0.339 loss_class_2: 0.2255 loss_bbox_2: 0.102 loss_giou_2: 0.3334 loss_class_3: 0.2212 loss_bbox_3: 0.1011 loss_giou_3: 0.3297 loss_class_4: 0.2193 loss_bbox_4: 0.1005 loss_giou_4: 0.329 loss_class_enc: 0.2618 loss_bbox_enc: 0.123 loss_giou_enc: 0.3701 loss_class_dn: 0.03607 loss_bbox_dn: 0.1232 loss_giou_dn: 0.3085 loss_class_dn_0: 0.08822 loss_bbox_dn_0: 0.2114 loss_giou_dn_0: 0.4549 loss_class_dn_1: 0.05846 loss_bbox_dn_1: 0.1488 loss_giou_dn_1: 0.3512 loss_class_dn_2: 0.0465 loss_bbox_dn_2: 0.1297 loss_giou_dn_2: 0.3204 loss_class_dn_3: 0.04024 loss_bbox_dn_3: 0.1243 loss_giou_dn_3: 0.3111 loss_class_dn_4: 0.03727 loss_bbox_dn_4: 0.1232 loss_giou_dn_4: 0.3084 time: 1.1187 data_time: 0.1072 lr: 0.0001 max_mem: 43695M [05/21 12:25:23 d2.utils.events]: eta: 1 day, 2:54:02 iter: 137449 total_loss: 8.262 loss_class: 0.2215 loss_bbox: 0.09892 loss_giou: 0.3552 loss_class_0: 0.2463 loss_bbox_0: 0.11 loss_giou_0: 0.3782 loss_class_1: 0.2322 loss_bbox_1: 0.1054 loss_giou_1: 0.369 loss_class_2: 0.2254 loss_bbox_2: 0.1015 loss_giou_2: 0.3618 loss_class_3: 0.224 loss_bbox_3: 0.09976 loss_giou_3: 0.3558 loss_class_4: 0.222 loss_bbox_4: 0.09915 loss_giou_4: 0.3553 loss_class_enc: 0.2625 loss_bbox_enc: 0.1185 loss_giou_enc: 0.3966 loss_class_dn: 0.03599 loss_bbox_dn: 0.1165 loss_giou_dn: 0.3267 loss_class_dn_0: 0.0864 loss_bbox_dn_0: 0.1963 loss_giou_dn_0: 0.4762 loss_class_dn_1: 0.05733 loss_bbox_dn_1: 0.1405 loss_giou_dn_1: 0.3681 loss_class_dn_2: 0.04501 loss_bbox_dn_2: 0.1207 loss_giou_dn_2: 0.337 loss_class_dn_3: 0.04031 loss_bbox_dn_3: 0.1176 loss_giou_dn_3: 0.329 loss_class_dn_4: 0.03676 loss_bbox_dn_4: 0.1165 loss_giou_dn_4: 0.3264 time: 1.1187 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 12:26:19 d2.utils.events]: eta: 1 day, 2:50:48 iter: 137499 total_loss: 8.216 loss_class: 0.2216 loss_bbox: 0.1027 loss_giou: 0.3514 loss_class_0: 0.2514 loss_bbox_0: 0.1134 loss_giou_0: 0.3653 loss_class_1: 0.236 loss_bbox_1: 0.1076 loss_giou_1: 0.3558 loss_class_2: 0.2281 loss_bbox_2: 0.1049 loss_giou_2: 0.3556 loss_class_3: 0.2257 loss_bbox_3: 0.1033 loss_giou_3: 0.3514 loss_class_4: 0.2226 loss_bbox_4: 0.1026 loss_giou_4: 0.3504 loss_class_enc: 0.2616 loss_bbox_enc: 0.1234 loss_giou_enc: 0.3888 loss_class_dn: 0.03675 loss_bbox_dn: 0.1251 loss_giou_dn: 0.32 loss_class_dn_0: 0.08864 loss_bbox_dn_0: 0.2104 loss_giou_dn_0: 0.4714 loss_class_dn_1: 0.05811 loss_bbox_dn_1: 0.1477 loss_giou_dn_1: 0.3616 loss_class_dn_2: 0.04678 loss_bbox_dn_2: 0.1301 loss_giou_dn_2: 0.3333 loss_class_dn_3: 0.04089 loss_bbox_dn_3: 0.1264 loss_giou_dn_3: 0.3225 loss_class_dn_4: 0.03822 loss_bbox_dn_4: 0.1251 loss_giou_dn_4: 0.3202 time: 1.1187 data_time: 0.0930 lr: 0.0001 max_mem: 43695M [05/21 12:27:16 d2.utils.events]: eta: 1 day, 2:49:12 iter: 137549 total_loss: 8.407 loss_class: 0.2285 loss_bbox: 0.1013 loss_giou: 0.3589 loss_class_0: 0.2556 loss_bbox_0: 0.1105 loss_giou_0: 0.3754 loss_class_1: 0.2423 loss_bbox_1: 0.1065 loss_giou_1: 0.3663 loss_class_2: 0.235 loss_bbox_2: 0.1031 loss_giou_2: 0.3613 loss_class_3: 0.2316 loss_bbox_3: 0.1023 loss_giou_3: 0.3587 loss_class_4: 0.2295 loss_bbox_4: 0.1014 loss_giou_4: 0.3587 loss_class_enc: 0.2743 loss_bbox_enc: 0.1187 loss_giou_enc: 0.395 loss_class_dn: 0.03731 loss_bbox_dn: 0.1198 loss_giou_dn: 0.3229 loss_class_dn_0: 0.08974 loss_bbox_dn_0: 0.2001 loss_giou_dn_0: 0.4833 loss_class_dn_1: 0.06015 loss_bbox_dn_1: 0.1426 loss_giou_dn_1: 0.3671 loss_class_dn_2: 0.04681 loss_bbox_dn_2: 0.1243 loss_giou_dn_2: 0.3341 loss_class_dn_3: 0.04127 loss_bbox_dn_3: 0.1208 loss_giou_dn_3: 0.3242 loss_class_dn_4: 0.03793 loss_bbox_dn_4: 0.1199 loss_giou_dn_4: 0.3229 time: 1.1187 data_time: 0.0919 lr: 0.0001 max_mem: 43695M [05/21 12:28:13 d2.utils.events]: eta: 1 day, 2:48:03 iter: 137599 total_loss: 8.102 loss_class: 0.2185 loss_bbox: 0.09964 loss_giou: 0.3317 loss_class_0: 0.2476 loss_bbox_0: 0.1094 loss_giou_0: 0.3555 loss_class_1: 0.2318 loss_bbox_1: 0.1043 loss_giou_1: 0.3412 loss_class_2: 0.2247 loss_bbox_2: 0.101 loss_giou_2: 0.3346 loss_class_3: 0.2222 loss_bbox_3: 0.1006 loss_giou_3: 0.332 loss_class_4: 0.2203 loss_bbox_4: 0.1004 loss_giou_4: 0.3326 loss_class_enc: 0.2592 loss_bbox_enc: 0.121 loss_giou_enc: 0.378 loss_class_dn: 0.03556 loss_bbox_dn: 0.1245 loss_giou_dn: 0.3119 loss_class_dn_0: 0.0882 loss_bbox_dn_0: 0.2102 loss_giou_dn_0: 0.466 loss_class_dn_1: 0.05865 loss_bbox_dn_1: 0.1487 loss_giou_dn_1: 0.3529 loss_class_dn_2: 0.04497 loss_bbox_dn_2: 0.1304 loss_giou_dn_2: 0.322 loss_class_dn_3: 0.04108 loss_bbox_dn_3: 0.1258 loss_giou_dn_3: 0.3133 loss_class_dn_4: 0.03704 loss_bbox_dn_4: 0.1246 loss_giou_dn_4: 0.3117 time: 1.1187 data_time: 0.0999 lr: 0.0001 max_mem: 43695M [05/21 12:29:10 d2.utils.events]: eta: 1 day, 2:47:35 iter: 137649 total_loss: 8.344 loss_class: 0.2255 loss_bbox: 0.1008 loss_giou: 0.3531 loss_class_0: 0.2538 loss_bbox_0: 0.1116 loss_giou_0: 0.3749 loss_class_1: 0.2409 loss_bbox_1: 0.1076 loss_giou_1: 0.3644 loss_class_2: 0.2341 loss_bbox_2: 0.1043 loss_giou_2: 0.3589 loss_class_3: 0.232 loss_bbox_3: 0.1028 loss_giou_3: 0.355 loss_class_4: 0.2277 loss_bbox_4: 0.1003 loss_giou_4: 0.3533 loss_class_enc: 0.2707 loss_bbox_enc: 0.121 loss_giou_enc: 0.3964 loss_class_dn: 0.03854 loss_bbox_dn: 0.1213 loss_giou_dn: 0.3257 loss_class_dn_0: 0.09341 loss_bbox_dn_0: 0.201 loss_giou_dn_0: 0.4737 loss_class_dn_1: 0.06255 loss_bbox_dn_1: 0.1447 loss_giou_dn_1: 0.367 loss_class_dn_2: 0.04944 loss_bbox_dn_2: 0.1272 loss_giou_dn_2: 0.3361 loss_class_dn_3: 0.0436 loss_bbox_dn_3: 0.123 loss_giou_dn_3: 0.3277 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loss_bbox_dn_4: 0.126 loss_giou_dn_4: 0.3246 time: 1.1187 data_time: 0.1028 lr: 0.0001 max_mem: 43695M [05/21 12:34:50 d2.utils.events]: eta: 1 day, 2:44:30 iter: 137949 total_loss: 8.29 loss_class: 0.2264 loss_bbox: 0.1005 loss_giou: 0.3481 loss_class_0: 0.2513 loss_bbox_0: 0.1135 loss_giou_0: 0.3699 loss_class_1: 0.2385 loss_bbox_1: 0.1057 loss_giou_1: 0.3616 loss_class_2: 0.2322 loss_bbox_2: 0.1025 loss_giou_2: 0.3556 loss_class_3: 0.2304 loss_bbox_3: 0.1013 loss_giou_3: 0.3506 loss_class_4: 0.2263 loss_bbox_4: 0.1006 loss_giou_4: 0.3485 loss_class_enc: 0.267 loss_bbox_enc: 0.1229 loss_giou_enc: 0.3955 loss_class_dn: 0.03751 loss_bbox_dn: 0.1218 loss_giou_dn: 0.3195 loss_class_dn_0: 0.0895 loss_bbox_dn_0: 0.2057 loss_giou_dn_0: 0.4727 loss_class_dn_1: 0.06009 loss_bbox_dn_1: 0.145 loss_giou_dn_1: 0.3623 loss_class_dn_2: 0.04711 loss_bbox_dn_2: 0.127 loss_giou_dn_2: 0.3299 loss_class_dn_3: 0.04167 loss_bbox_dn_3: 0.1231 loss_giou_dn_3: 0.3211 loss_class_dn_4: 0.0382 loss_bbox_dn_4: 0.1218 loss_giou_dn_4: 0.3196 time: 1.1187 data_time: 0.1015 lr: 0.0001 max_mem: 43695M [05/21 12:35:47 d2.utils.events]: eta: 1 day, 2:43:44 iter: 137999 total_loss: 8.205 loss_class: 0.226 loss_bbox: 0.09713 loss_giou: 0.3501 loss_class_0: 0.2524 loss_bbox_0: 0.1095 loss_giou_0: 0.3699 loss_class_1: 0.238 loss_bbox_1: 0.1046 loss_giou_1: 0.3581 loss_class_2: 0.2342 loss_bbox_2: 0.0994 loss_giou_2: 0.3532 loss_class_3: 0.2298 loss_bbox_3: 0.09844 loss_giou_3: 0.3511 loss_class_4: 0.2267 loss_bbox_4: 0.09754 loss_giou_4: 0.3509 loss_class_enc: 0.2704 loss_bbox_enc: 0.1195 loss_giou_enc: 0.3876 loss_class_dn: 0.03727 loss_bbox_dn: 0.1175 loss_giou_dn: 0.3174 loss_class_dn_0: 0.08791 loss_bbox_dn_0: 0.2026 loss_giou_dn_0: 0.4669 loss_class_dn_1: 0.0578 loss_bbox_dn_1: 0.1412 loss_giou_dn_1: 0.3626 loss_class_dn_2: 0.04596 loss_bbox_dn_2: 0.1219 loss_giou_dn_2: 0.3282 loss_class_dn_3: 0.04134 loss_bbox_dn_3: 0.1187 loss_giou_dn_3: 0.3198 loss_class_dn_4: 0.038 loss_bbox_dn_4: 0.1175 loss_giou_dn_4: 0.3172 time: 1.1187 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/21 12:36:43 d2.utils.events]: eta: 1 day, 2:41:36 iter: 138049 total_loss: 8.453 loss_class: 0.2256 loss_bbox: 0.103 loss_giou: 0.3573 loss_class_0: 0.2572 loss_bbox_0: 0.1118 loss_giou_0: 0.3778 loss_class_1: 0.2405 loss_bbox_1: 0.1064 loss_giou_1: 0.3671 loss_class_2: 0.2336 loss_bbox_2: 0.1053 loss_giou_2: 0.3637 loss_class_3: 0.2312 loss_bbox_3: 0.1037 loss_giou_3: 0.3602 loss_class_4: 0.2266 loss_bbox_4: 0.1028 loss_giou_4: 0.3586 loss_class_enc: 0.2684 loss_bbox_enc: 0.1233 loss_giou_enc: 0.4044 loss_class_dn: 0.03814 loss_bbox_dn: 0.1235 loss_giou_dn: 0.3285 loss_class_dn_0: 0.09242 loss_bbox_dn_0: 0.206 loss_giou_dn_0: 0.4812 loss_class_dn_1: 0.06185 loss_bbox_dn_1: 0.1448 loss_giou_dn_1: 0.3688 loss_class_dn_2: 0.04825 loss_bbox_dn_2: 0.1282 loss_giou_dn_2: 0.3385 loss_class_dn_3: 0.04302 loss_bbox_dn_3: 0.1247 loss_giou_dn_3: 0.3303 loss_class_dn_4: 0.0389 loss_bbox_dn_4: 0.1234 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loss_giou_dn_4: 0.3197 time: 1.1187 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 12:38:39 d2.utils.events]: eta: 1 day, 2:39:56 iter: 138149 total_loss: 8.149 loss_class: 0.2228 loss_bbox: 0.09546 loss_giou: 0.3499 loss_class_0: 0.2529 loss_bbox_0: 0.1073 loss_giou_0: 0.3673 loss_class_1: 0.2385 loss_bbox_1: 0.1026 loss_giou_1: 0.3591 loss_class_2: 0.2311 loss_bbox_2: 0.09728 loss_giou_2: 0.3547 loss_class_3: 0.2276 loss_bbox_3: 0.09754 loss_giou_3: 0.35 loss_class_4: 0.2241 loss_bbox_4: 0.09612 loss_giou_4: 0.35 loss_class_enc: 0.2668 loss_bbox_enc: 0.1185 loss_giou_enc: 0.3916 loss_class_dn: 0.03472 loss_bbox_dn: 0.1155 loss_giou_dn: 0.3157 loss_class_dn_0: 0.08682 loss_bbox_dn_0: 0.1943 loss_giou_dn_0: 0.4659 loss_class_dn_1: 0.05684 loss_bbox_dn_1: 0.1385 loss_giou_dn_1: 0.3606 loss_class_dn_2: 0.04482 loss_bbox_dn_2: 0.1219 loss_giou_dn_2: 0.327 loss_class_dn_3: 0.03892 loss_bbox_dn_3: 0.1171 loss_giou_dn_3: 0.3182 loss_class_dn_4: 0.03534 loss_bbox_dn_4: 0.1155 loss_giou_dn_4: 0.3156 time: 1.1187 data_time: 0.1023 lr: 0.0001 max_mem: 43695M [05/21 12:39:36 d2.utils.events]: eta: 1 day, 2:38:30 iter: 138199 total_loss: 8.296 loss_class: 0.2271 loss_bbox: 0.09984 loss_giou: 0.3567 loss_class_0: 0.2549 loss_bbox_0: 0.1092 loss_giou_0: 0.3782 loss_class_1: 0.2418 loss_bbox_1: 0.1039 loss_giou_1: 0.369 loss_class_2: 0.236 loss_bbox_2: 0.1011 loss_giou_2: 0.3621 loss_class_3: 0.2319 loss_bbox_3: 0.09985 loss_giou_3: 0.3571 loss_class_4: 0.2292 loss_bbox_4: 0.09957 loss_giou_4: 0.3562 loss_class_enc: 0.2727 loss_bbox_enc: 0.1191 loss_giou_enc: 0.3958 loss_class_dn: 0.03851 loss_bbox_dn: 0.1236 loss_giou_dn: 0.3235 loss_class_dn_0: 0.08912 loss_bbox_dn_0: 0.2022 loss_giou_dn_0: 0.4685 loss_class_dn_1: 0.05904 loss_bbox_dn_1: 0.1473 loss_giou_dn_1: 0.3635 loss_class_dn_2: 0.04801 loss_bbox_dn_2: 0.1295 loss_giou_dn_2: 0.3321 loss_class_dn_3: 0.04277 loss_bbox_dn_3: 0.1248 loss_giou_dn_3: 0.3247 loss_class_dn_4: 0.03931 loss_bbox_dn_4: 0.1236 loss_giou_dn_4: 0.3233 time: 1.1187 data_time: 0.1033 lr: 0.0001 max_mem: 43695M [05/21 12:40:32 d2.utils.events]: eta: 1 day, 2:38:05 iter: 138249 total_loss: 8.304 loss_class: 0.2259 loss_bbox: 0.1035 loss_giou: 0.3427 loss_class_0: 0.254 loss_bbox_0: 0.1131 loss_giou_0: 0.3645 loss_class_1: 0.24 loss_bbox_1: 0.1067 loss_giou_1: 0.3558 loss_class_2: 0.2348 loss_bbox_2: 0.1043 loss_giou_2: 0.3484 loss_class_3: 0.2292 loss_bbox_3: 0.1033 loss_giou_3: 0.3443 loss_class_4: 0.2275 loss_bbox_4: 0.1023 loss_giou_4: 0.3431 loss_class_enc: 0.2674 loss_bbox_enc: 0.1245 loss_giou_enc: 0.3892 loss_class_dn: 0.03749 loss_bbox_dn: 0.1253 loss_giou_dn: 0.3182 loss_class_dn_0: 0.08969 loss_bbox_dn_0: 0.2097 loss_giou_dn_0: 0.4687 loss_class_dn_1: 0.06099 loss_bbox_dn_1: 0.15 loss_giou_dn_1: 0.3616 loss_class_dn_2: 0.04654 loss_bbox_dn_2: 0.1313 loss_giou_dn_2: 0.3299 loss_class_dn_3: 0.04252 loss_bbox_dn_3: 0.1275 loss_giou_dn_3: 0.3204 loss_class_dn_4: 0.03832 loss_bbox_dn_4: 0.1254 loss_giou_dn_4: 0.3182 time: 1.1187 data_time: 0.1045 lr: 0.0001 max_mem: 43695M [05/21 12:41:29 d2.utils.events]: eta: 1 day, 2:37:00 iter: 138299 total_loss: 8.339 loss_class: 0.2267 loss_bbox: 0.0963 loss_giou: 0.3524 loss_class_0: 0.2548 loss_bbox_0: 0.1074 loss_giou_0: 0.3723 loss_class_1: 0.2431 loss_bbox_1: 0.1013 loss_giou_1: 0.3635 loss_class_2: 0.2352 loss_bbox_2: 0.0987 loss_giou_2: 0.357 loss_class_3: 0.2333 loss_bbox_3: 0.09695 loss_giou_3: 0.3541 loss_class_4: 0.2282 loss_bbox_4: 0.09649 loss_giou_4: 0.3536 loss_class_enc: 0.2662 loss_bbox_enc: 0.1156 loss_giou_enc: 0.3919 loss_class_dn: 0.03817 loss_bbox_dn: 0.1161 loss_giou_dn: 0.3277 loss_class_dn_0: 0.08801 loss_bbox_dn_0: 0.1911 loss_giou_dn_0: 0.4791 loss_class_dn_1: 0.05877 loss_bbox_dn_1: 0.1386 loss_giou_dn_1: 0.3705 loss_class_dn_2: 0.0473 loss_bbox_dn_2: 0.1217 loss_giou_dn_2: 0.3383 loss_class_dn_3: 0.04171 loss_bbox_dn_3: 0.1173 loss_giou_dn_3: 0.3302 loss_class_dn_4: 0.03917 loss_bbox_dn_4: 0.116 loss_giou_dn_4: 0.3277 time: 1.1187 data_time: 0.1104 lr: 0.0001 max_mem: 43695M [05/21 12:42:26 d2.utils.events]: eta: 1 day, 2:36:13 iter: 138349 total_loss: 8.09 loss_class: 0.2234 loss_bbox: 0.1001 loss_giou: 0.3399 loss_class_0: 0.2485 loss_bbox_0: 0.1114 loss_giou_0: 0.3637 loss_class_1: 0.2337 loss_bbox_1: 0.1064 loss_giou_1: 0.3563 loss_class_2: 0.2311 loss_bbox_2: 0.1026 loss_giou_2: 0.3465 loss_class_3: 0.2278 loss_bbox_3: 0.1011 loss_giou_3: 0.3409 loss_class_4: 0.2245 loss_bbox_4: 0.1006 loss_giou_4: 0.3401 loss_class_enc: 0.2662 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3834 loss_class_dn: 0.03712 loss_bbox_dn: 0.1158 loss_giou_dn: 0.3129 loss_class_dn_0: 0.08863 loss_bbox_dn_0: 0.2047 loss_giou_dn_0: 0.4716 loss_class_dn_1: 0.05849 loss_bbox_dn_1: 0.1402 loss_giou_dn_1: 0.3537 loss_class_dn_2: 0.04559 loss_bbox_dn_2: 0.1213 loss_giou_dn_2: 0.3231 loss_class_dn_3: 0.04143 loss_bbox_dn_3: 0.1173 loss_giou_dn_3: 0.314 loss_class_dn_4: 0.03813 loss_bbox_dn_4: 0.1159 loss_giou_dn_4: 0.3128 time: 1.1187 data_time: 0.0965 lr: 0.0001 max_mem: 43695M [05/21 12:43:23 d2.utils.events]: eta: 1 day, 2:34:59 iter: 138399 total_loss: 8.207 loss_class: 0.2233 loss_bbox: 0.09881 loss_giou: 0.3528 loss_class_0: 0.2491 loss_bbox_0: 0.1119 loss_giou_0: 0.3734 loss_class_1: 0.2356 loss_bbox_1: 0.1068 loss_giou_1: 0.3654 loss_class_2: 0.2302 loss_bbox_2: 0.1013 loss_giou_2: 0.3597 loss_class_3: 0.2287 loss_bbox_3: 0.09926 loss_giou_3: 0.3536 loss_class_4: 0.2247 loss_bbox_4: 0.09877 loss_giou_4: 0.3533 loss_class_enc: 0.2656 loss_bbox_enc: 0.1214 loss_giou_enc: 0.396 loss_class_dn: 0.03535 loss_bbox_dn: 0.1188 loss_giou_dn: 0.3185 loss_class_dn_0: 0.08844 loss_bbox_dn_0: 0.2002 loss_giou_dn_0: 0.4666 loss_class_dn_1: 0.05709 loss_bbox_dn_1: 0.141 loss_giou_dn_1: 0.3603 loss_class_dn_2: 0.04436 loss_bbox_dn_2: 0.1246 loss_giou_dn_2: 0.3299 loss_class_dn_3: 0.03916 loss_bbox_dn_3: 0.121 loss_giou_dn_3: 0.3211 loss_class_dn_4: 0.03607 loss_bbox_dn_4: 0.1188 loss_giou_dn_4: 0.3185 time: 1.1187 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 12:44:21 d2.utils.events]: eta: 1 day, 2:33:23 iter: 138449 total_loss: 8.287 loss_class: 0.228 loss_bbox: 0.09888 loss_giou: 0.3514 loss_class_0: 0.2532 loss_bbox_0: 0.1134 loss_giou_0: 0.372 loss_class_1: 0.2408 loss_bbox_1: 0.1073 loss_giou_1: 0.3603 loss_class_2: 0.2363 loss_bbox_2: 0.1019 loss_giou_2: 0.3553 loss_class_3: 0.2334 loss_bbox_3: 0.1 loss_giou_3: 0.3512 loss_class_4: 0.2287 loss_bbox_4: 0.09979 loss_giou_4: 0.3503 loss_class_enc: 0.2692 loss_bbox_enc: 0.1227 loss_giou_enc: 0.3931 loss_class_dn: 0.03761 loss_bbox_dn: 0.1236 loss_giou_dn: 0.317 loss_class_dn_0: 0.09143 loss_bbox_dn_0: 0.2116 loss_giou_dn_0: 0.4692 loss_class_dn_1: 0.0603 loss_bbox_dn_1: 0.1496 loss_giou_dn_1: 0.3587 loss_class_dn_2: 0.04728 loss_bbox_dn_2: 0.1311 loss_giou_dn_2: 0.3268 loss_class_dn_3: 0.04172 loss_bbox_dn_3: 0.1262 loss_giou_dn_3: 0.3193 loss_class_dn_4: 0.03814 loss_bbox_dn_4: 0.1236 loss_giou_dn_4: 0.3172 time: 1.1187 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 12:45:17 d2.utils.events]: eta: 1 day, 2:33:09 iter: 138499 total_loss: 8.303 loss_class: 0.2318 loss_bbox: 0.1028 loss_giou: 0.3508 loss_class_0: 0.2577 loss_bbox_0: 0.1155 loss_giou_0: 0.3715 loss_class_1: 0.2457 loss_bbox_1: 0.1096 loss_giou_1: 0.3609 loss_class_2: 0.2414 loss_bbox_2: 0.1049 loss_giou_2: 0.3537 loss_class_3: 0.2378 loss_bbox_3: 0.103 loss_giou_3: 0.3528 loss_class_4: 0.2337 loss_bbox_4: 0.103 loss_giou_4: 0.3515 loss_class_enc: 0.2729 loss_bbox_enc: 0.1244 loss_giou_enc: 0.3913 loss_class_dn: 0.03856 loss_bbox_dn: 0.1207 loss_giou_dn: 0.3229 loss_class_dn_0: 0.09147 loss_bbox_dn_0: 0.2013 loss_giou_dn_0: 0.4759 loss_class_dn_1: 0.06111 loss_bbox_dn_1: 0.1438 loss_giou_dn_1: 0.3633 loss_class_dn_2: 0.04799 loss_bbox_dn_2: 0.1247 loss_giou_dn_2: 0.333 loss_class_dn_3: 0.04285 loss_bbox_dn_3: 0.1218 loss_giou_dn_3: 0.3243 loss_class_dn_4: 0.03953 loss_bbox_dn_4: 0.1206 loss_giou_dn_4: 0.3227 time: 1.1187 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/21 12:46:13 d2.utils.events]: eta: 1 day, 2:32:03 iter: 138549 total_loss: 8.372 loss_class: 0.2244 loss_bbox: 0.1018 loss_giou: 0.3568 loss_class_0: 0.2511 loss_bbox_0: 0.112 loss_giou_0: 0.3749 loss_class_1: 0.2405 loss_bbox_1: 0.107 loss_giou_1: 0.3646 loss_class_2: 0.2341 loss_bbox_2: 0.1028 loss_giou_2: 0.3609 loss_class_3: 0.2299 loss_bbox_3: 0.1019 loss_giou_3: 0.3576 loss_class_4: 0.2256 loss_bbox_4: 0.1018 loss_giou_4: 0.3568 loss_class_enc: 0.2653 loss_bbox_enc: 0.1235 loss_giou_enc: 0.3994 loss_class_dn: 0.03883 loss_bbox_dn: 0.1218 loss_giou_dn: 0.3296 loss_class_dn_0: 0.09084 loss_bbox_dn_0: 0.2123 loss_giou_dn_0: 0.4829 loss_class_dn_1: 0.06159 loss_bbox_dn_1: 0.1491 loss_giou_dn_1: 0.3738 loss_class_dn_2: 0.0494 loss_bbox_dn_2: 0.1279 loss_giou_dn_2: 0.3403 loss_class_dn_3: 0.04417 loss_bbox_dn_3: 0.1231 loss_giou_dn_3: 0.3314 loss_class_dn_4: 0.04094 loss_bbox_dn_4: 0.1218 loss_giou_dn_4: 0.3295 time: 1.1187 data_time: 0.0945 lr: 0.0001 max_mem: 43695M [05/21 12:47:11 d2.utils.events]: eta: 1 day, 2:31:08 iter: 138599 total_loss: 8.131 loss_class: 0.2214 loss_bbox: 0.09784 loss_giou: 0.3476 loss_class_0: 0.2446 loss_bbox_0: 0.1081 loss_giou_0: 0.3681 loss_class_1: 0.2357 loss_bbox_1: 0.1038 loss_giou_1: 0.3567 loss_class_2: 0.2282 loss_bbox_2: 0.1003 loss_giou_2: 0.3517 loss_class_3: 0.2254 loss_bbox_3: 0.09792 loss_giou_3: 0.3494 loss_class_4: 0.2227 loss_bbox_4: 0.09815 loss_giou_4: 0.347 loss_class_enc: 0.259 loss_bbox_enc: 0.1178 loss_giou_enc: 0.3912 loss_class_dn: 0.03388 loss_bbox_dn: 0.1138 loss_giou_dn: 0.3138 loss_class_dn_0: 0.08566 loss_bbox_dn_0: 0.1924 loss_giou_dn_0: 0.4627 loss_class_dn_1: 0.05637 loss_bbox_dn_1: 0.1365 loss_giou_dn_1: 0.3535 loss_class_dn_2: 0.04454 loss_bbox_dn_2: 0.1188 loss_giou_dn_2: 0.3235 loss_class_dn_3: 0.03775 loss_bbox_dn_3: 0.115 loss_giou_dn_3: 0.3158 loss_class_dn_4: 0.03485 loss_bbox_dn_4: 0.1139 loss_giou_dn_4: 0.3139 time: 1.1187 data_time: 0.0970 lr: 0.0001 max_mem: 43695M [05/21 12:48:07 d2.utils.events]: eta: 1 day, 2:28:28 iter: 138649 total_loss: 8.36 loss_class: 0.229 loss_bbox: 0.1001 loss_giou: 0.3624 loss_class_0: 0.2552 loss_bbox_0: 0.1121 loss_giou_0: 0.3838 loss_class_1: 0.2406 loss_bbox_1: 0.1047 loss_giou_1: 0.3705 loss_class_2: 0.2353 loss_bbox_2: 0.1009 loss_giou_2: 0.3632 loss_class_3: 0.2324 loss_bbox_3: 0.09888 loss_giou_3: 0.362 loss_class_4: 0.2289 loss_bbox_4: 0.1001 loss_giou_4: 0.3623 loss_class_enc: 0.2684 loss_bbox_enc: 0.1195 loss_giou_enc: 0.4023 loss_class_dn: 0.03701 loss_bbox_dn: 0.1197 loss_giou_dn: 0.3298 loss_class_dn_0: 0.08871 loss_bbox_dn_0: 0.2027 loss_giou_dn_0: 0.4812 loss_class_dn_1: 0.05653 loss_bbox_dn_1: 0.1425 loss_giou_dn_1: 0.3734 loss_class_dn_2: 0.04516 loss_bbox_dn_2: 0.1245 loss_giou_dn_2: 0.3405 loss_class_dn_3: 0.03996 loss_bbox_dn_3: 0.1211 loss_giou_dn_3: 0.3317 loss_class_dn_4: 0.03769 loss_bbox_dn_4: 0.1197 loss_giou_dn_4: 0.3293 time: 1.1187 data_time: 0.0879 lr: 0.0001 max_mem: 43695M [05/21 12:49:03 d2.utils.events]: eta: 1 day, 2:27:00 iter: 138699 total_loss: 8.316 loss_class: 0.2196 loss_bbox: 0.09766 loss_giou: 0.3526 loss_class_0: 0.2471 loss_bbox_0: 0.1114 loss_giou_0: 0.3748 loss_class_1: 0.2335 loss_bbox_1: 0.1055 loss_giou_1: 0.3614 loss_class_2: 0.2257 loss_bbox_2: 0.101 loss_giou_2: 0.3587 loss_class_3: 0.2253 loss_bbox_3: 0.09842 loss_giou_3: 0.3529 loss_class_4: 0.2217 loss_bbox_4: 0.09818 loss_giou_4: 0.3522 loss_class_enc: 0.2637 loss_bbox_enc: 0.1207 loss_giou_enc: 0.3975 loss_class_dn: 0.04066 loss_bbox_dn: 0.1205 loss_giou_dn: 0.3278 loss_class_dn_0: 0.09299 loss_bbox_dn_0: 0.2008 loss_giou_dn_0: 0.4779 loss_class_dn_1: 0.06268 loss_bbox_dn_1: 0.1437 loss_giou_dn_1: 0.3713 loss_class_dn_2: 0.0509 loss_bbox_dn_2: 0.1237 loss_giou_dn_2: 0.3375 loss_class_dn_3: 0.04524 loss_bbox_dn_3: 0.1207 loss_giou_dn_3: 0.3303 loss_class_dn_4: 0.04182 loss_bbox_dn_4: 0.1205 loss_giou_dn_4: 0.3277 time: 1.1187 data_time: 0.1031 lr: 0.0001 max_mem: 43695M [05/21 12:50:00 d2.utils.events]: eta: 1 day, 2:26:10 iter: 138749 total_loss: 8.429 loss_class: 0.2297 loss_bbox: 0.0956 loss_giou: 0.3629 loss_class_0: 0.2556 loss_bbox_0: 0.107 loss_giou_0: 0.3804 loss_class_1: 0.244 loss_bbox_1: 0.1018 loss_giou_1: 0.3736 loss_class_2: 0.2387 loss_bbox_2: 0.09767 loss_giou_2: 0.369 loss_class_3: 0.2353 loss_bbox_3: 0.09623 loss_giou_3: 0.3663 loss_class_4: 0.232 loss_bbox_4: 0.09559 loss_giou_4: 0.3633 loss_class_enc: 0.268 loss_bbox_enc: 0.1156 loss_giou_enc: 0.401 loss_class_dn: 0.03619 loss_bbox_dn: 0.1142 loss_giou_dn: 0.3284 loss_class_dn_0: 0.09189 loss_bbox_dn_0: 0.1916 loss_giou_dn_0: 0.485 loss_class_dn_1: 0.05962 loss_bbox_dn_1: 0.1378 loss_giou_dn_1: 0.3708 loss_class_dn_2: 0.04619 loss_bbox_dn_2: 0.1197 loss_giou_dn_2: 0.3381 loss_class_dn_3: 0.04069 loss_bbox_dn_3: 0.1156 loss_giou_dn_3: 0.3309 loss_class_dn_4: 0.03841 loss_bbox_dn_4: 0.1142 loss_giou_dn_4: 0.3282 time: 1.1187 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 12:50:57 d2.utils.events]: eta: 1 day, 2:25:18 iter: 138799 total_loss: 8.469 loss_class: 0.2295 loss_bbox: 0.09922 loss_giou: 0.3559 loss_class_0: 0.2561 loss_bbox_0: 0.1121 loss_giou_0: 0.3772 loss_class_1: 0.2437 loss_bbox_1: 0.1043 loss_giou_1: 0.3669 loss_class_2: 0.2385 loss_bbox_2: 0.1005 loss_giou_2: 0.3612 loss_class_3: 0.2356 loss_bbox_3: 0.09958 loss_giou_3: 0.3561 loss_class_4: 0.2301 loss_bbox_4: 0.09915 loss_giou_4: 0.3558 loss_class_enc: 0.2705 loss_bbox_enc: 0.1199 loss_giou_enc: 0.3994 loss_class_dn: 0.03727 loss_bbox_dn: 0.1208 loss_giou_dn: 0.3244 loss_class_dn_0: 0.09131 loss_bbox_dn_0: 0.2118 loss_giou_dn_0: 0.4788 loss_class_dn_1: 0.05929 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3679 loss_class_dn_2: 0.04634 loss_bbox_dn_2: 0.1259 loss_giou_dn_2: 0.3345 loss_class_dn_3: 0.04027 loss_bbox_dn_3: 0.1216 loss_giou_dn_3: 0.3264 loss_class_dn_4: 0.03837 loss_bbox_dn_4: 0.1207 loss_giou_dn_4: 0.3245 time: 1.1187 data_time: 0.1024 lr: 0.0001 max_mem: 43695M [05/21 12:51:54 d2.utils.events]: eta: 1 day, 2:25:24 iter: 138849 total_loss: 8.156 loss_class: 0.2202 loss_bbox: 0.09944 loss_giou: 0.3476 loss_class_0: 0.2473 loss_bbox_0: 0.1117 loss_giou_0: 0.3716 loss_class_1: 0.235 loss_bbox_1: 0.1048 loss_giou_1: 0.3587 loss_class_2: 0.2272 loss_bbox_2: 0.1027 loss_giou_2: 0.3539 loss_class_3: 0.2237 loss_bbox_3: 0.1014 loss_giou_3: 0.3505 loss_class_4: 0.2216 loss_bbox_4: 0.09976 loss_giou_4: 0.3481 loss_class_enc: 0.2654 loss_bbox_enc: 0.1221 loss_giou_enc: 0.3917 loss_class_dn: 0.03779 loss_bbox_dn: 0.1229 loss_giou_dn: 0.3215 loss_class_dn_0: 0.09063 loss_bbox_dn_0: 0.2057 loss_giou_dn_0: 0.4704 loss_class_dn_1: 0.06011 loss_bbox_dn_1: 0.1475 loss_giou_dn_1: 0.3632 loss_class_dn_2: 0.04751 loss_bbox_dn_2: 0.1286 loss_giou_dn_2: 0.3333 loss_class_dn_3: 0.04224 loss_bbox_dn_3: 0.1246 loss_giou_dn_3: 0.324 loss_class_dn_4: 0.03859 loss_bbox_dn_4: 0.1229 loss_giou_dn_4: 0.3213 time: 1.1188 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 12:52:50 d2.utils.events]: eta: 1 day, 2:23:14 iter: 138899 total_loss: 8.186 loss_class: 0.22 loss_bbox: 0.09738 loss_giou: 0.351 loss_class_0: 0.2461 loss_bbox_0: 0.1076 loss_giou_0: 0.3682 loss_class_1: 0.2338 loss_bbox_1: 0.1022 loss_giou_1: 0.3594 loss_class_2: 0.2251 loss_bbox_2: 0.1002 loss_giou_2: 0.355 loss_class_3: 0.2236 loss_bbox_3: 0.09697 loss_giou_3: 0.3516 loss_class_4: 0.2205 loss_bbox_4: 0.09757 loss_giou_4: 0.3502 loss_class_enc: 0.2627 loss_bbox_enc: 0.1164 loss_giou_enc: 0.3888 loss_class_dn: 0.03752 loss_bbox_dn: 0.1191 loss_giou_dn: 0.3178 loss_class_dn_0: 0.089 loss_bbox_dn_0: 0.2031 loss_giou_dn_0: 0.4699 loss_class_dn_1: 0.0599 loss_bbox_dn_1: 0.1423 loss_giou_dn_1: 0.3589 loss_class_dn_2: 0.04714 loss_bbox_dn_2: 0.1255 loss_giou_dn_2: 0.328 loss_class_dn_3: 0.04176 loss_bbox_dn_3: 0.1209 loss_giou_dn_3: 0.3197 loss_class_dn_4: 0.0384 loss_bbox_dn_4: 0.119 loss_giou_dn_4: 0.3179 time: 1.1188 data_time: 0.0954 lr: 0.0001 max_mem: 43695M [05/21 12:53:47 d2.utils.events]: eta: 1 day, 2:22:11 iter: 138949 total_loss: 8.07 loss_class: 0.2191 loss_bbox: 0.09631 loss_giou: 0.3391 loss_class_0: 0.2472 loss_bbox_0: 0.1064 loss_giou_0: 0.361 loss_class_1: 0.2335 loss_bbox_1: 0.1017 loss_giou_1: 0.35 loss_class_2: 0.2256 loss_bbox_2: 0.09859 loss_giou_2: 0.3435 loss_class_3: 0.2238 loss_bbox_3: 0.09651 loss_giou_3: 0.3405 loss_class_4: 0.2198 loss_bbox_4: 0.09634 loss_giou_4: 0.3393 loss_class_enc: 0.2617 loss_bbox_enc: 0.1173 loss_giou_enc: 0.382 loss_class_dn: 0.03601 loss_bbox_dn: 0.1242 loss_giou_dn: 0.3117 loss_class_dn_0: 0.08604 loss_bbox_dn_0: 0.2048 loss_giou_dn_0: 0.4655 loss_class_dn_1: 0.05732 loss_bbox_dn_1: 0.1473 loss_giou_dn_1: 0.3573 loss_class_dn_2: 0.04457 loss_bbox_dn_2: 0.1289 loss_giou_dn_2: 0.3226 loss_class_dn_3: 0.03989 loss_bbox_dn_3: 0.1252 loss_giou_dn_3: 0.3144 loss_class_dn_4: 0.03673 loss_bbox_dn_4: 0.1241 loss_giou_dn_4: 0.3117 time: 1.1188 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 12:54:44 d2.utils.events]: eta: 1 day, 2:18:20 iter: 138999 total_loss: 8.338 loss_class: 0.2284 loss_bbox: 0.1008 loss_giou: 0.3374 loss_class_0: 0.2556 loss_bbox_0: 0.1133 loss_giou_0: 0.3616 loss_class_1: 0.2464 loss_bbox_1: 0.1065 loss_giou_1: 0.3522 loss_class_2: 0.2377 loss_bbox_2: 0.1032 loss_giou_2: 0.3428 loss_class_3: 0.2347 loss_bbox_3: 0.1014 loss_giou_3: 0.3398 loss_class_4: 0.2301 loss_bbox_4: 0.1009 loss_giou_4: 0.3379 loss_class_enc: 0.2712 loss_bbox_enc: 0.1221 loss_giou_enc: 0.3828 loss_class_dn: 0.03795 loss_bbox_dn: 0.1309 loss_giou_dn: 0.322 loss_class_dn_0: 0.09106 loss_bbox_dn_0: 0.2162 loss_giou_dn_0: 0.4751 loss_class_dn_1: 0.05987 loss_bbox_dn_1: 0.1538 loss_giou_dn_1: 0.3683 loss_class_dn_2: 0.04715 loss_bbox_dn_2: 0.1365 loss_giou_dn_2: 0.3353 loss_class_dn_3: 0.04171 loss_bbox_dn_3: 0.1322 loss_giou_dn_3: 0.3248 loss_class_dn_4: 0.0385 loss_bbox_dn_4: 0.1309 loss_giou_dn_4: 0.3219 time: 1.1188 data_time: 0.1059 lr: 0.0001 max_mem: 43695M [05/21 12:55:40 d2.utils.events]: eta: 1 day, 2:18:57 iter: 139049 total_loss: 8.146 loss_class: 0.2204 loss_bbox: 0.09922 loss_giou: 0.3494 loss_class_0: 0.2498 loss_bbox_0: 0.1108 loss_giou_0: 0.3698 loss_class_1: 0.2378 loss_bbox_1: 0.1058 loss_giou_1: 0.3592 loss_class_2: 0.2284 loss_bbox_2: 0.1019 loss_giou_2: 0.3544 loss_class_3: 0.225 loss_bbox_3: 0.1 loss_giou_3: 0.3508 loss_class_4: 0.221 loss_bbox_4: 0.09926 loss_giou_4: 0.3502 loss_class_enc: 0.266 loss_bbox_enc: 0.1184 loss_giou_enc: 0.3942 loss_class_dn: 0.03421 loss_bbox_dn: 0.1189 loss_giou_dn: 0.3244 loss_class_dn_0: 0.08817 loss_bbox_dn_0: 0.1979 loss_giou_dn_0: 0.4698 loss_class_dn_1: 0.05714 loss_bbox_dn_1: 0.1401 loss_giou_dn_1: 0.3648 loss_class_dn_2: 0.04559 loss_bbox_dn_2: 0.1236 loss_giou_dn_2: 0.3344 loss_class_dn_3: 0.03937 loss_bbox_dn_3: 0.1201 loss_giou_dn_3: 0.3266 loss_class_dn_4: 0.03549 loss_bbox_dn_4: 0.1189 loss_giou_dn_4: 0.3242 time: 1.1188 data_time: 0.1031 lr: 0.0001 max_mem: 43695M [05/21 12:56:36 d2.utils.events]: eta: 1 day, 2:16:06 iter: 139099 total_loss: 8.333 loss_class: 0.227 loss_bbox: 0.1033 loss_giou: 0.3493 loss_class_0: 0.2518 loss_bbox_0: 0.1153 loss_giou_0: 0.3711 loss_class_1: 0.2418 loss_bbox_1: 0.108 loss_giou_1: 0.3608 loss_class_2: 0.2343 loss_bbox_2: 0.1055 loss_giou_2: 0.3546 loss_class_3: 0.2304 loss_bbox_3: 0.1038 loss_giou_3: 0.3524 loss_class_4: 0.2283 loss_bbox_4: 0.1037 loss_giou_4: 0.3498 loss_class_enc: 0.2675 loss_bbox_enc: 0.1269 loss_giou_enc: 0.3968 loss_class_dn: 0.03532 loss_bbox_dn: 0.1294 loss_giou_dn: 0.3252 loss_class_dn_0: 0.08934 loss_bbox_dn_0: 0.206 loss_giou_dn_0: 0.4758 loss_class_dn_1: 0.05921 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3702 loss_class_dn_2: 0.04539 loss_bbox_dn_2: 0.1335 loss_giou_dn_2: 0.3365 loss_class_dn_3: 0.03975 loss_bbox_dn_3: 0.1309 loss_giou_dn_3: 0.3278 loss_class_dn_4: 0.03622 loss_bbox_dn_4: 0.1294 loss_giou_dn_4: 0.3252 time: 1.1188 data_time: 0.0957 lr: 0.0001 max_mem: 43695M [05/21 12:57:33 d2.utils.events]: eta: 1 day, 2:14:32 iter: 139149 total_loss: 8.191 loss_class: 0.2235 loss_bbox: 0.1013 loss_giou: 0.3474 loss_class_0: 0.2498 loss_bbox_0: 0.1124 loss_giou_0: 0.3688 loss_class_1: 0.2363 loss_bbox_1: 0.1067 loss_giou_1: 0.3595 loss_class_2: 0.2307 loss_bbox_2: 0.1013 loss_giou_2: 0.3541 loss_class_3: 0.2276 loss_bbox_3: 0.1017 loss_giou_3: 0.3506 loss_class_4: 0.2255 loss_bbox_4: 0.1008 loss_giou_4: 0.3475 loss_class_enc: 0.2652 loss_bbox_enc: 0.1225 loss_giou_enc: 0.3923 loss_class_dn: 0.03637 loss_bbox_dn: 0.1184 loss_giou_dn: 0.3175 loss_class_dn_0: 0.0892 loss_bbox_dn_0: 0.2024 loss_giou_dn_0: 0.4674 loss_class_dn_1: 0.05914 loss_bbox_dn_1: 0.1427 loss_giou_dn_1: 0.3605 loss_class_dn_2: 0.04553 loss_bbox_dn_2: 0.1223 loss_giou_dn_2: 0.329 loss_class_dn_3: 0.03991 loss_bbox_dn_3: 0.1192 loss_giou_dn_3: 0.32 loss_class_dn_4: 0.03712 loss_bbox_dn_4: 0.1184 loss_giou_dn_4: 0.3174 time: 1.1188 data_time: 0.0978 lr: 0.0001 max_mem: 43695M [05/21 12:58:30 d2.utils.events]: eta: 1 day, 2:13:46 iter: 139199 total_loss: 8.286 loss_class: 0.2346 loss_bbox: 0.1029 loss_giou: 0.3572 loss_class_0: 0.2595 loss_bbox_0: 0.1127 loss_giou_0: 0.3726 loss_class_1: 0.2469 loss_bbox_1: 0.1077 loss_giou_1: 0.3642 loss_class_2: 0.2417 loss_bbox_2: 0.1049 loss_giou_2: 0.3607 loss_class_3: 0.2376 loss_bbox_3: 0.1026 loss_giou_3: 0.3586 loss_class_4: 0.2357 loss_bbox_4: 0.1017 loss_giou_4: 0.3575 loss_class_enc: 0.2756 loss_bbox_enc: 0.1234 loss_giou_enc: 0.3988 loss_class_dn: 0.03788 loss_bbox_dn: 0.1225 loss_giou_dn: 0.3179 loss_class_dn_0: 0.09009 loss_bbox_dn_0: 0.2074 loss_giou_dn_0: 0.4698 loss_class_dn_1: 0.0583 loss_bbox_dn_1: 0.1445 loss_giou_dn_1: 0.362 loss_class_dn_2: 0.04584 loss_bbox_dn_2: 0.1264 loss_giou_dn_2: 0.3298 loss_class_dn_3: 0.04184 loss_bbox_dn_3: 0.1236 loss_giou_dn_3: 0.3199 loss_class_dn_4: 0.03837 loss_bbox_dn_4: 0.1225 loss_giou_dn_4: 0.3178 time: 1.1188 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 12:59:26 d2.utils.events]: eta: 1 day, 2:13:16 iter: 139249 total_loss: 8.285 loss_class: 0.2263 loss_bbox: 0.0983 loss_giou: 0.3461 loss_class_0: 0.2526 loss_bbox_0: 0.1102 loss_giou_0: 0.3687 loss_class_1: 0.2396 loss_bbox_1: 0.103 loss_giou_1: 0.3554 loss_class_2: 0.236 loss_bbox_2: 0.09876 loss_giou_2: 0.3498 loss_class_3: 0.2301 loss_bbox_3: 0.09897 loss_giou_3: 0.3482 loss_class_4: 0.2274 loss_bbox_4: 0.09833 loss_giou_4: 0.3444 loss_class_enc: 0.2675 loss_bbox_enc: 0.1166 loss_giou_enc: 0.3941 loss_class_dn: 0.03866 loss_bbox_dn: 0.117 loss_giou_dn: 0.3178 loss_class_dn_0: 0.08956 loss_bbox_dn_0: 0.1969 loss_giou_dn_0: 0.468 loss_class_dn_1: 0.05865 loss_bbox_dn_1: 0.1406 loss_giou_dn_1: 0.3608 loss_class_dn_2: 0.04668 loss_bbox_dn_2: 0.1226 loss_giou_dn_2: 0.3285 loss_class_dn_3: 0.04118 loss_bbox_dn_3: 0.118 loss_giou_dn_3: 0.32 loss_class_dn_4: 0.03908 loss_bbox_dn_4: 0.1171 loss_giou_dn_4: 0.3178 time: 1.1188 data_time: 0.0934 lr: 0.0001 max_mem: 43695M [05/21 13:00:23 d2.utils.events]: eta: 1 day, 2:12:21 iter: 139299 total_loss: 8.363 loss_class: 0.2335 loss_bbox: 0.09803 loss_giou: 0.3612 loss_class_0: 0.2599 loss_bbox_0: 0.1092 loss_giou_0: 0.3822 loss_class_1: 0.2482 loss_bbox_1: 0.1017 loss_giou_1: 0.3695 loss_class_2: 0.2412 loss_bbox_2: 0.09969 loss_giou_2: 0.3661 loss_class_3: 0.2369 loss_bbox_3: 0.09879 loss_giou_3: 0.3616 loss_class_4: 0.2352 loss_bbox_4: 0.09832 loss_giou_4: 0.3608 loss_class_enc: 0.2716 loss_bbox_enc: 0.1186 loss_giou_enc: 0.4043 loss_class_dn: 0.03686 loss_bbox_dn: 0.1158 loss_giou_dn: 0.3289 loss_class_dn_0: 0.08985 loss_bbox_dn_0: 0.1908 loss_giou_dn_0: 0.4795 loss_class_dn_1: 0.05952 loss_bbox_dn_1: 0.137 loss_giou_dn_1: 0.37 loss_class_dn_2: 0.04671 loss_bbox_dn_2: 0.1194 loss_giou_dn_2: 0.3375 loss_class_dn_3: 0.0424 loss_bbox_dn_3: 0.1162 loss_giou_dn_3: 0.3307 loss_class_dn_4: 0.03908 loss_bbox_dn_4: 0.1158 loss_giou_dn_4: 0.329 time: 1.1188 data_time: 0.1011 lr: 0.0001 max_mem: 43695M [05/21 13:01:19 d2.utils.events]: eta: 1 day, 2:11:01 iter: 139349 total_loss: 8.243 loss_class: 0.226 loss_bbox: 0.1015 loss_giou: 0.3461 loss_class_0: 0.2534 loss_bbox_0: 0.1101 loss_giou_0: 0.3685 loss_class_1: 0.2396 loss_bbox_1: 0.1053 loss_giou_1: 0.3573 loss_class_2: 0.2338 loss_bbox_2: 0.1029 loss_giou_2: 0.3524 loss_class_3: 0.2296 loss_bbox_3: 0.1021 loss_giou_3: 0.3485 loss_class_4: 0.2268 loss_bbox_4: 0.1013 loss_giou_4: 0.347 loss_class_enc: 0.2674 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3926 loss_class_dn: 0.0385 loss_bbox_dn: 0.126 loss_giou_dn: 0.3148 loss_class_dn_0: 0.09084 loss_bbox_dn_0: 0.2043 loss_giou_dn_0: 0.4663 loss_class_dn_1: 0.06179 loss_bbox_dn_1: 0.1495 loss_giou_dn_1: 0.3602 loss_class_dn_2: 0.04782 loss_bbox_dn_2: 0.1317 loss_giou_dn_2: 0.3267 loss_class_dn_3: 0.04158 loss_bbox_dn_3: 0.1276 loss_giou_dn_3: 0.3168 loss_class_dn_4: 0.03941 loss_bbox_dn_4: 0.126 loss_giou_dn_4: 0.3146 time: 1.1188 data_time: 0.0969 lr: 0.0001 max_mem: 43695M [05/21 13:02:16 d2.utils.events]: eta: 1 day, 2:10:53 iter: 139399 total_loss: 8.333 loss_class: 0.2317 loss_bbox: 0.1011 loss_giou: 0.3397 loss_class_0: 0.2586 loss_bbox_0: 0.1137 loss_giou_0: 0.3658 loss_class_1: 0.2451 loss_bbox_1: 0.1065 loss_giou_1: 0.3544 loss_class_2: 0.24 loss_bbox_2: 0.1033 loss_giou_2: 0.3452 loss_class_3: 0.2348 loss_bbox_3: 0.102 loss_giou_3: 0.3416 loss_class_4: 0.2324 loss_bbox_4: 0.1011 loss_giou_4: 0.3383 loss_class_enc: 0.2771 loss_bbox_enc: 0.1242 loss_giou_enc: 0.3842 loss_class_dn: 0.03712 loss_bbox_dn: 0.1251 loss_giou_dn: 0.3228 loss_class_dn_0: 0.09089 loss_bbox_dn_0: 0.2084 loss_giou_dn_0: 0.472 loss_class_dn_1: 0.05991 loss_bbox_dn_1: 0.1504 loss_giou_dn_1: 0.3684 loss_class_dn_2: 0.0473 loss_bbox_dn_2: 0.1315 loss_giou_dn_2: 0.334 loss_class_dn_3: 0.04252 loss_bbox_dn_3: 0.1257 loss_giou_dn_3: 0.3247 loss_class_dn_4: 0.03901 loss_bbox_dn_4: 0.1252 loss_giou_dn_4: 0.3229 time: 1.1188 data_time: 0.0923 lr: 0.0001 max_mem: 43695M [05/21 13:03:13 d2.utils.events]: eta: 1 day, 2:09:36 iter: 139449 total_loss: 8.251 loss_class: 0.2311 loss_bbox: 0.09876 loss_giou: 0.3523 loss_class_0: 0.2591 loss_bbox_0: 0.1102 loss_giou_0: 0.3729 loss_class_1: 0.2436 loss_bbox_1: 0.1037 loss_giou_1: 0.3658 loss_class_2: 0.2369 loss_bbox_2: 0.1006 loss_giou_2: 0.3559 loss_class_3: 0.235 loss_bbox_3: 0.0985 loss_giou_3: 0.3512 loss_class_4: 0.2316 loss_bbox_4: 0.09843 loss_giou_4: 0.3526 loss_class_enc: 0.2754 loss_bbox_enc: 0.121 loss_giou_enc: 0.3968 loss_class_dn: 0.03598 loss_bbox_dn: 0.1203 loss_giou_dn: 0.317 loss_class_dn_0: 0.09108 loss_bbox_dn_0: 0.2012 loss_giou_dn_0: 0.4775 loss_class_dn_1: 0.05977 loss_bbox_dn_1: 0.1399 loss_giou_dn_1: 0.3618 loss_class_dn_2: 0.04639 loss_bbox_dn_2: 0.1245 loss_giou_dn_2: 0.328 loss_class_dn_3: 0.04173 loss_bbox_dn_3: 0.1215 loss_giou_dn_3: 0.3191 loss_class_dn_4: 0.03818 loss_bbox_dn_4: 0.1203 loss_giou_dn_4: 0.3169 time: 1.1188 data_time: 0.0964 lr: 0.0001 max_mem: 43695M [05/21 13:04:09 d2.utils.events]: eta: 1 day, 2:08:23 iter: 139499 total_loss: 8.238 loss_class: 0.2254 loss_bbox: 0.1034 loss_giou: 0.3471 loss_class_0: 0.2534 loss_bbox_0: 0.1151 loss_giou_0: 0.367 loss_class_1: 0.2396 loss_bbox_1: 0.1075 loss_giou_1: 0.3578 loss_class_2: 0.2325 loss_bbox_2: 0.1055 loss_giou_2: 0.3508 loss_class_3: 0.2302 loss_bbox_3: 0.1023 loss_giou_3: 0.3488 loss_class_4: 0.2257 loss_bbox_4: 0.1031 loss_giou_4: 0.3476 loss_class_enc: 0.2661 loss_bbox_enc: 0.1247 loss_giou_enc: 0.3905 loss_class_dn: 0.03766 loss_bbox_dn: 0.1236 loss_giou_dn: 0.3188 loss_class_dn_0: 0.09427 loss_bbox_dn_0: 0.2064 loss_giou_dn_0: 0.4685 loss_class_dn_1: 0.05923 loss_bbox_dn_1: 0.147 loss_giou_dn_1: 0.3613 loss_class_dn_2: 0.04642 loss_bbox_dn_2: 0.1289 loss_giou_dn_2: 0.3289 loss_class_dn_3: 0.04187 loss_bbox_dn_3: 0.1249 loss_giou_dn_3: 0.3202 loss_class_dn_4: 0.03893 loss_bbox_dn_4: 0.1237 loss_giou_dn_4: 0.3186 time: 1.1188 data_time: 0.1016 lr: 0.0001 max_mem: 43695M [05/21 13:05:06 d2.utils.events]: eta: 1 day, 2:07:53 iter: 139549 total_loss: 8.362 loss_class: 0.232 loss_bbox: 0.09938 loss_giou: 0.352 loss_class_0: 0.2606 loss_bbox_0: 0.1089 loss_giou_0: 0.3727 loss_class_1: 0.2475 loss_bbox_1: 0.1022 loss_giou_1: 0.3609 loss_class_2: 0.2402 loss_bbox_2: 0.1006 loss_giou_2: 0.3531 loss_class_3: 0.2368 loss_bbox_3: 0.09912 loss_giou_3: 0.3518 loss_class_4: 0.2327 loss_bbox_4: 0.09932 loss_giou_4: 0.351 loss_class_enc: 0.2725 loss_bbox_enc: 0.1199 loss_giou_enc: 0.3983 loss_class_dn: 0.04055 loss_bbox_dn: 0.1208 loss_giou_dn: 0.3253 loss_class_dn_0: 0.09385 loss_bbox_dn_0: 0.2066 loss_giou_dn_0: 0.4794 loss_class_dn_1: 0.06319 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3703 loss_class_dn_2: 0.05057 loss_bbox_dn_2: 0.1258 loss_giou_dn_2: 0.3361 loss_class_dn_3: 0.04352 loss_bbox_dn_3: 0.1219 loss_giou_dn_3: 0.3275 loss_class_dn_4: 0.04173 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3252 time: 1.1188 data_time: 0.1163 lr: 0.0001 max_mem: 43695M [05/21 13:06:02 d2.utils.events]: eta: 1 day, 2:07:13 iter: 139599 total_loss: 8.059 loss_class: 0.2178 loss_bbox: 0.1006 loss_giou: 0.3467 loss_class_0: 0.2453 loss_bbox_0: 0.1112 loss_giou_0: 0.3642 loss_class_1: 0.2295 loss_bbox_1: 0.1047 loss_giou_1: 0.3573 loss_class_2: 0.2256 loss_bbox_2: 0.1018 loss_giou_2: 0.3518 loss_class_3: 0.2215 loss_bbox_3: 0.1014 loss_giou_3: 0.3495 loss_class_4: 0.2182 loss_bbox_4: 0.1016 loss_giou_4: 0.3481 loss_class_enc: 0.2589 loss_bbox_enc: 0.1189 loss_giou_enc: 0.3878 loss_class_dn: 0.03338 loss_bbox_dn: 0.1202 loss_giou_dn: 0.3127 loss_class_dn_0: 0.08857 loss_bbox_dn_0: 0.2033 loss_giou_dn_0: 0.4636 loss_class_dn_1: 0.0563 loss_bbox_dn_1: 0.1426 loss_giou_dn_1: 0.354 loss_class_dn_2: 0.04372 loss_bbox_dn_2: 0.1247 loss_giou_dn_2: 0.3232 loss_class_dn_3: 0.03927 loss_bbox_dn_3: 0.1216 loss_giou_dn_3: 0.3145 loss_class_dn_4: 0.03502 loss_bbox_dn_4: 0.1202 loss_giou_dn_4: 0.3125 time: 1.1188 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/21 13:07:00 d2.utils.events]: eta: 1 day, 2:09:29 iter: 139649 total_loss: 8.3 loss_class: 0.2247 loss_bbox: 0.09676 loss_giou: 0.3475 loss_class_0: 0.2528 loss_bbox_0: 0.106 loss_giou_0: 0.3686 loss_class_1: 0.2398 loss_bbox_1: 0.1019 loss_giou_1: 0.3588 loss_class_2: 0.2305 loss_bbox_2: 0.09832 loss_giou_2: 0.3521 loss_class_3: 0.2282 loss_bbox_3: 0.09683 loss_giou_3: 0.3497 loss_class_4: 0.2248 loss_bbox_4: 0.09636 loss_giou_4: 0.3482 loss_class_enc: 0.2654 loss_bbox_enc: 0.1183 loss_giou_enc: 0.3911 loss_class_dn: 0.03659 loss_bbox_dn: 0.1211 loss_giou_dn: 0.328 loss_class_dn_0: 0.0904 loss_bbox_dn_0: 0.205 loss_giou_dn_0: 0.4725 loss_class_dn_1: 0.05894 loss_bbox_dn_1: 0.1436 loss_giou_dn_1: 0.3676 loss_class_dn_2: 0.04674 loss_bbox_dn_2: 0.1268 loss_giou_dn_2: 0.3372 loss_class_dn_3: 0.04167 loss_bbox_dn_3: 0.1226 loss_giou_dn_3: 0.3297 loss_class_dn_4: 0.03767 loss_bbox_dn_4: 0.1211 loss_giou_dn_4: 0.3277 time: 1.1188 data_time: 0.1041 lr: 0.0001 max_mem: 43695M [05/21 13:07:56 d2.utils.events]: eta: 1 day, 2:09:11 iter: 139699 total_loss: 8.321 loss_class: 0.2237 loss_bbox: 0.09865 loss_giou: 0.3509 loss_class_0: 0.2528 loss_bbox_0: 0.1118 loss_giou_0: 0.3757 loss_class_1: 0.2388 loss_bbox_1: 0.1069 loss_giou_1: 0.3637 loss_class_2: 0.2308 loss_bbox_2: 0.1032 loss_giou_2: 0.358 loss_class_3: 0.228 loss_bbox_3: 0.1012 loss_giou_3: 0.354 loss_class_4: 0.224 loss_bbox_4: 0.09846 loss_giou_4: 0.3516 loss_class_enc: 0.2682 loss_bbox_enc: 0.1226 loss_giou_enc: 0.3922 loss_class_dn: 0.03507 loss_bbox_dn: 0.1218 loss_giou_dn: 0.3235 loss_class_dn_0: 0.09004 loss_bbox_dn_0: 0.2049 loss_giou_dn_0: 0.4791 loss_class_dn_1: 0.0574 loss_bbox_dn_1: 0.144 loss_giou_dn_1: 0.369 loss_class_dn_2: 0.0442 loss_bbox_dn_2: 0.1268 loss_giou_dn_2: 0.336 loss_class_dn_3: 0.03792 loss_bbox_dn_3: 0.1228 loss_giou_dn_3: 0.3257 loss_class_dn_4: 0.03599 loss_bbox_dn_4: 0.1217 loss_giou_dn_4: 0.3234 time: 1.1188 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 13:08:53 d2.utils.events]: eta: 1 day, 2:09:05 iter: 139749 total_loss: 8.199 loss_class: 0.2235 loss_bbox: 0.09983 loss_giou: 0.3502 loss_class_0: 0.2503 loss_bbox_0: 0.1113 loss_giou_0: 0.3661 loss_class_1: 0.2385 loss_bbox_1: 0.1061 loss_giou_1: 0.3593 loss_class_2: 0.2312 loss_bbox_2: 0.1024 loss_giou_2: 0.3527 loss_class_3: 0.2283 loss_bbox_3: 0.101 loss_giou_3: 0.3501 loss_class_4: 0.2256 loss_bbox_4: 0.1005 loss_giou_4: 0.35 loss_class_enc: 0.2666 loss_bbox_enc: 0.1191 loss_giou_enc: 0.388 loss_class_dn: 0.03621 loss_bbox_dn: 0.1189 loss_giou_dn: 0.3158 loss_class_dn_0: 0.08816 loss_bbox_dn_0: 0.2005 loss_giou_dn_0: 0.4688 loss_class_dn_1: 0.05867 loss_bbox_dn_1: 0.1415 loss_giou_dn_1: 0.3599 loss_class_dn_2: 0.04474 loss_bbox_dn_2: 0.1256 loss_giou_dn_2: 0.3286 loss_class_dn_3: 0.04007 loss_bbox_dn_3: 0.12 loss_giou_dn_3: 0.3178 loss_class_dn_4: 0.03726 loss_bbox_dn_4: 0.119 loss_giou_dn_4: 0.3158 time: 1.1188 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/21 13:09:50 d2.utils.events]: eta: 1 day, 2:07:21 iter: 139799 total_loss: 8.237 loss_class: 0.2211 loss_bbox: 0.1 loss_giou: 0.3566 loss_class_0: 0.2485 loss_bbox_0: 0.1101 loss_giou_0: 0.3748 loss_class_1: 0.2339 loss_bbox_1: 0.1056 loss_giou_1: 0.3648 loss_class_2: 0.2282 loss_bbox_2: 0.1017 loss_giou_2: 0.3606 loss_class_3: 0.2256 loss_bbox_3: 0.1005 loss_giou_3: 0.3571 loss_class_4: 0.2217 loss_bbox_4: 0.1002 loss_giou_4: 0.357 loss_class_enc: 0.2624 loss_bbox_enc: 0.1222 loss_giou_enc: 0.4008 loss_class_dn: 0.03642 loss_bbox_dn: 0.1133 loss_giou_dn: 0.3276 loss_class_dn_0: 0.08868 loss_bbox_dn_0: 0.1969 loss_giou_dn_0: 0.4762 loss_class_dn_1: 0.05723 loss_bbox_dn_1: 0.1352 loss_giou_dn_1: 0.3675 loss_class_dn_2: 0.04514 loss_bbox_dn_2: 0.1174 loss_giou_dn_2: 0.3376 loss_class_dn_3: 0.03984 loss_bbox_dn_3: 0.1143 loss_giou_dn_3: 0.3294 loss_class_dn_4: 0.03715 loss_bbox_dn_4: 0.1132 loss_giou_dn_4: 0.3273 time: 1.1188 data_time: 0.1037 lr: 0.0001 max_mem: 43695M [05/21 13:10:47 d2.utils.events]: eta: 1 day, 2:05:03 iter: 139849 total_loss: 8.356 loss_class: 0.225 loss_bbox: 0.1004 loss_giou: 0.354 loss_class_0: 0.2502 loss_bbox_0: 0.1115 loss_giou_0: 0.3735 loss_class_1: 0.2374 loss_bbox_1: 0.1045 loss_giou_1: 0.3642 loss_class_2: 0.2319 loss_bbox_2: 0.1028 loss_giou_2: 0.3585 loss_class_3: 0.2291 loss_bbox_3: 0.1004 loss_giou_3: 0.355 loss_class_4: 0.2251 loss_bbox_4: 0.1011 loss_giou_4: 0.3546 loss_class_enc: 0.2652 loss_bbox_enc: 0.1186 loss_giou_enc: 0.3951 loss_class_dn: 0.03818 loss_bbox_dn: 0.1208 loss_giou_dn: 0.3258 loss_class_dn_0: 0.09014 loss_bbox_dn_0: 0.2053 loss_giou_dn_0: 0.4858 loss_class_dn_1: 0.05912 loss_bbox_dn_1: 0.1452 loss_giou_dn_1: 0.3738 loss_class_dn_2: 0.04796 loss_bbox_dn_2: 0.1263 loss_giou_dn_2: 0.3366 loss_class_dn_3: 0.04167 loss_bbox_dn_3: 0.1221 loss_giou_dn_3: 0.3266 loss_class_dn_4: 0.03928 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3251 time: 1.1188 data_time: 0.1006 lr: 0.0001 max_mem: 43695M [05/21 13:11:43 d2.utils.events]: eta: 1 day, 2:06:02 iter: 139899 total_loss: 8.461 loss_class: 0.2223 loss_bbox: 0.1015 loss_giou: 0.3577 loss_class_0: 0.2507 loss_bbox_0: 0.1124 loss_giou_0: 0.3827 loss_class_1: 0.2345 loss_bbox_1: 0.1083 loss_giou_1: 0.3694 loss_class_2: 0.23 loss_bbox_2: 0.1039 loss_giou_2: 0.3621 loss_class_3: 0.2268 loss_bbox_3: 0.1026 loss_giou_3: 0.3579 loss_class_4: 0.2232 loss_bbox_4: 0.1019 loss_giou_4: 0.358 loss_class_enc: 0.2662 loss_bbox_enc: 0.1202 loss_giou_enc: 0.4022 loss_class_dn: 0.03635 loss_bbox_dn: 0.1214 loss_giou_dn: 0.3309 loss_class_dn_0: 0.08945 loss_bbox_dn_0: 0.202 loss_giou_dn_0: 0.4794 loss_class_dn_1: 0.05912 loss_bbox_dn_1: 0.1441 loss_giou_dn_1: 0.3728 loss_class_dn_2: 0.04608 loss_bbox_dn_2: 0.1275 loss_giou_dn_2: 0.3407 loss_class_dn_3: 0.04088 loss_bbox_dn_3: 0.1236 loss_giou_dn_3: 0.3322 loss_class_dn_4: 0.03791 loss_bbox_dn_4: 0.1215 loss_giou_dn_4: 0.3307 time: 1.1188 data_time: 0.1032 lr: 0.0001 max_mem: 43695M [05/21 13:12:40 d2.utils.events]: eta: 1 day, 2:04:08 iter: 139949 total_loss: 8.104 loss_class: 0.2218 loss_bbox: 0.09822 loss_giou: 0.3406 loss_class_0: 0.2492 loss_bbox_0: 0.1072 loss_giou_0: 0.3561 loss_class_1: 0.2387 loss_bbox_1: 0.1032 loss_giou_1: 0.351 loss_class_2: 0.2292 loss_bbox_2: 0.1002 loss_giou_2: 0.3427 loss_class_3: 0.2276 loss_bbox_3: 0.09883 loss_giou_3: 0.3398 loss_class_4: 0.2225 loss_bbox_4: 0.09826 loss_giou_4: 0.3407 loss_class_enc: 0.2674 loss_bbox_enc: 0.1197 loss_giou_enc: 0.3825 loss_class_dn: 0.03476 loss_bbox_dn: 0.1173 loss_giou_dn: 0.3111 loss_class_dn_0: 0.08759 loss_bbox_dn_0: 0.2001 loss_giou_dn_0: 0.464 loss_class_dn_1: 0.05916 loss_bbox_dn_1: 0.1392 loss_giou_dn_1: 0.354 loss_class_dn_2: 0.04501 loss_bbox_dn_2: 0.1228 loss_giou_dn_2: 0.3217 loss_class_dn_3: 0.03997 loss_bbox_dn_3: 0.1189 loss_giou_dn_3: 0.3129 loss_class_dn_4: 0.03586 loss_bbox_dn_4: 0.1173 loss_giou_dn_4: 0.311 time: 1.1188 data_time: 0.1006 lr: 0.0001 max_mem: 43695M [05/21 13:13:36 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0139999.pth [05/21 13:13:49 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 13:14:03 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 13:14:08 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 13:14:09 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 13:15:04 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0187 s/iter. Inference: 0.1012 s/iter. Eval: 0.0005 s/iter. Total: 0.1204 s/iter. ETA=0:00:36 [05/21 13:15:09 d2.evaluation.evaluator]: Inference done 71/313. Dataloading: 0.0106 s/iter. Inference: 0.0754 s/iter. Eval: 0.0004 s/iter. Total: 0.0868 s/iter. ETA=0:00:20 [05/21 13:15:14 d2.evaluation.evaluator]: Inference done 132/313. Dataloading: 0.0080 s/iter. Inference: 0.0761 s/iter. Eval: 0.0004 s/iter. Total: 0.0847 s/iter. ETA=0:00:15 [05/21 13:15:19 d2.evaluation.evaluator]: Inference done 204/313. Dataloading: 0.0070 s/iter. Inference: 0.0718 s/iter. Eval: 0.0004 s/iter. Total: 0.0794 s/iter. ETA=0:00:08 [05/21 13:15:24 d2.evaluation.evaluator]: Inference done 276/313. Dataloading: 0.0066 s/iter. Inference: 0.0698 s/iter. Eval: 0.0004 s/iter. Total: 0.0770 s/iter. ETA=0:00:02 [05/21 13:15:28 d2.evaluation.evaluator]: Total inference time: 0:00:24.111791 (0.078285 s / iter per device, on 16 devices) [05/21 13:15:28 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:21 (0.069314 s / iter per device, on 16 devices) [05/21 13:15:43 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 13:15:43 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 13:15:50 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=7.80s) creating index... index created! [05/21 13:15:59 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 13:16:20 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.39 seconds. [05/21 13:16:21 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 13:16:24 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.14 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.503 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.870 [05/21 13:16:24 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 46.931 | 62.951 | 51.336 | 34.963 | 50.264 | 58.689 | [05/21 13:16:24 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 62.181 | bicycle | 38.370 | car | 51.752 | | motorcycle | 46.363 | airplane | 75.657 | bus | 71.239 | | train | 72.507 | truck | 33.329 | boat | 32.386 | | traffic light | 33.353 | fire hydrant | 73.108 | stop sign | 60.878 | | parking meter | 12.692 | bench | 33.498 | bird | 45.219 | | cat | 75.435 | dog | 72.367 | horse | 66.645 | | sheep | 53.249 | cow | 68.401 | elephant | 71.863 | | bear | 78.517 | zebra | 71.118 | giraffe | 75.939 | | backpack | 22.014 | umbrella | 42.744 | handbag | 19.402 | | tie | 44.455 | suitcase | 38.898 | frisbee | 74.343 | | skis | 30.355 | snowboard | 49.146 | sports ball | 46.934 | | kite | 44.595 | baseball bat | 41.093 | baseball glove | 47.501 | | skateboard | 58.586 | surfboard | 49.527 | tennis racket | 54.882 | | bottle | 44.323 | wine glass | 48.447 | cup | 54.279 | | fork | 50.596 | knife | 26.325 | spoon | 27.430 | | bowl | 50.605 | banana | 24.619 | apple | 21.303 | | sandwich | 30.702 | orange | 30.538 | broccoli | 21.366 | | carrot | 16.262 | hot dog | 32.591 | pizza | 62.676 | | donut | 50.289 | cake | 49.696 | chair | 34.825 | | couch | 44.403 | potted plant | 29.936 | bed | 39.131 | | dining table | 29.443 | toilet | 65.292 | tv | 63.383 | | laptop | 74.939 | mouse | 69.965 | remote | 28.922 | | keyboard | 50.437 | cell phone | 46.100 | microwave | 67.782 | | oven | 16.300 | toaster | 45.464 | sink | 39.191 | | refrigerator | 65.845 | book | 13.295 | clock | 44.543 | | vase | 32.765 | scissors | 43.320 | teddy bear | 56.210 | | hair drier | 26.392 | toothbrush | 44.033 | | | [05/21 13:16:26 d2.evaluation.testing]: copypaste: Task: bbox [05/21 13:16:26 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 13:16:26 d2.evaluation.testing]: copypaste: 46.9313,62.9506,51.3360,34.9630,50.2643,58.6890 [05/21 13:16:26 d2.utils.events]: eta: 1 day, 2:04:14 iter: 139999 total_loss: 8.15 loss_class: 0.2198 loss_bbox: 0.09766 loss_giou: 0.3458 loss_class_0: 0.249 loss_bbox_0: 0.1072 loss_giou_0: 0.3655 loss_class_1: 0.2347 loss_bbox_1: 0.1016 loss_giou_1: 0.3534 loss_class_2: 0.2269 loss_bbox_2: 0.09885 loss_giou_2: 0.3485 loss_class_3: 0.2253 loss_bbox_3: 0.09762 loss_giou_3: 0.3457 loss_class_4: 0.2219 loss_bbox_4: 0.09758 loss_giou_4: 0.3465 loss_class_enc: 0.2613 loss_bbox_enc: 0.1192 loss_giou_enc: 0.3884 loss_class_dn: 0.03663 loss_bbox_dn: 0.1196 loss_giou_dn: 0.3254 loss_class_dn_0: 0.08363 loss_bbox_dn_0: 0.2042 loss_giou_dn_0: 0.4735 loss_class_dn_1: 0.05714 loss_bbox_dn_1: 0.1433 loss_giou_dn_1: 0.3669 loss_class_dn_2: 0.04626 loss_bbox_dn_2: 0.1241 loss_giou_dn_2: 0.3358 loss_class_dn_3: 0.04087 loss_bbox_dn_3: 0.1203 loss_giou_dn_3: 0.3268 loss_class_dn_4: 0.0374 loss_bbox_dn_4: 0.1195 loss_giou_dn_4: 0.3253 time: 1.1188 data_time: 0.0990 lr: 0.0001 max_mem: 43695M [05/21 13:17:22 d2.utils.events]: eta: 1 day, 2:03:39 iter: 140049 total_loss: 8.19 loss_class: 0.2229 loss_bbox: 0.1001 loss_giou: 0.3481 loss_class_0: 0.2484 loss_bbox_0: 0.1121 loss_giou_0: 0.3664 loss_class_1: 0.2342 loss_bbox_1: 0.1054 loss_giou_1: 0.3562 loss_class_2: 0.2295 loss_bbox_2: 0.1029 loss_giou_2: 0.3526 loss_class_3: 0.2274 loss_bbox_3: 0.1018 loss_giou_3: 0.3494 loss_class_4: 0.2238 loss_bbox_4: 0.1008 loss_giou_4: 0.3472 loss_class_enc: 0.2625 loss_bbox_enc: 0.1198 loss_giou_enc: 0.3834 loss_class_dn: 0.03498 loss_bbox_dn: 0.1181 loss_giou_dn: 0.3223 loss_class_dn_0: 0.08663 loss_bbox_dn_0: 0.1984 loss_giou_dn_0: 0.469 loss_class_dn_1: 0.05818 loss_bbox_dn_1: 0.1394 loss_giou_dn_1: 0.3653 loss_class_dn_2: 0.04514 loss_bbox_dn_2: 0.1223 loss_giou_dn_2: 0.3319 loss_class_dn_3: 0.0393 loss_bbox_dn_3: 0.119 loss_giou_dn_3: 0.3241 loss_class_dn_4: 0.03634 loss_bbox_dn_4: 0.1182 loss_giou_dn_4: 0.3223 time: 1.1188 data_time: 0.0954 lr: 0.0001 max_mem: 43695M [05/21 13:18:18 d2.utils.events]: eta: 1 day, 2:04:14 iter: 140099 total_loss: 8.351 loss_class: 0.2208 loss_bbox: 0.1008 loss_giou: 0.3608 loss_class_0: 0.2512 loss_bbox_0: 0.1094 loss_giou_0: 0.3835 loss_class_1: 0.2361 loss_bbox_1: 0.1044 loss_giou_1: 0.3706 loss_class_2: 0.231 loss_bbox_2: 0.1009 loss_giou_2: 0.3642 loss_class_3: 0.226 loss_bbox_3: 0.1009 loss_giou_3: 0.3626 loss_class_4: 0.2225 loss_bbox_4: 0.1008 loss_giou_4: 0.3603 loss_class_enc: 0.267 loss_bbox_enc: 0.1204 loss_giou_enc: 0.4082 loss_class_dn: 0.03865 loss_bbox_dn: 0.1237 loss_giou_dn: 0.3257 loss_class_dn_0: 0.08905 loss_bbox_dn_0: 0.2064 loss_giou_dn_0: 0.4834 loss_class_dn_1: 0.05933 loss_bbox_dn_1: 0.1471 loss_giou_dn_1: 0.3715 loss_class_dn_2: 0.04682 loss_bbox_dn_2: 0.1278 loss_giou_dn_2: 0.337 loss_class_dn_3: 0.04279 loss_bbox_dn_3: 0.1244 loss_giou_dn_3: 0.3278 loss_class_dn_4: 0.03971 loss_bbox_dn_4: 0.1237 loss_giou_dn_4: 0.3256 time: 1.1188 data_time: 0.0973 lr: 0.0001 max_mem: 43695M [05/21 13:19:14 d2.utils.events]: eta: 1 day, 2:03:08 iter: 140149 total_loss: 8.102 loss_class: 0.2239 loss_bbox: 0.09687 loss_giou: 0.3385 loss_class_0: 0.2477 loss_bbox_0: 0.1076 loss_giou_0: 0.3596 loss_class_1: 0.2384 loss_bbox_1: 0.1014 loss_giou_1: 0.3482 loss_class_2: 0.2308 loss_bbox_2: 0.0986 loss_giou_2: 0.3449 loss_class_3: 0.2294 loss_bbox_3: 0.09645 loss_giou_3: 0.3401 loss_class_4: 0.2259 loss_bbox_4: 0.0968 loss_giou_4: 0.3383 loss_class_enc: 0.2657 loss_bbox_enc: 0.1181 loss_giou_enc: 0.3818 loss_class_dn: 0.0332 loss_bbox_dn: 0.1163 loss_giou_dn: 0.31 loss_class_dn_0: 0.08782 loss_bbox_dn_0: 0.2018 loss_giou_dn_0: 0.4663 loss_class_dn_1: 0.05596 loss_bbox_dn_1: 0.1409 loss_giou_dn_1: 0.3581 loss_class_dn_2: 0.04124 loss_bbox_dn_2: 0.1217 loss_giou_dn_2: 0.3229 loss_class_dn_3: 0.03645 loss_bbox_dn_3: 0.1173 loss_giou_dn_3: 0.312 loss_class_dn_4: 0.03425 loss_bbox_dn_4: 0.1165 loss_giou_dn_4: 0.3095 time: 1.1188 data_time: 0.1010 lr: 0.0001 max_mem: 43695M [05/21 13:20:13 d2.utils.events]: eta: 1 day, 2:02:27 iter: 140199 total_loss: 8.302 loss_class: 0.2241 loss_bbox: 0.09728 loss_giou: 0.3482 loss_class_0: 0.2503 loss_bbox_0: 0.1114 loss_giou_0: 0.3662 loss_class_1: 0.2368 loss_bbox_1: 0.105 loss_giou_1: 0.3573 loss_class_2: 0.2329 loss_bbox_2: 0.1003 loss_giou_2: 0.3535 loss_class_3: 0.2301 loss_bbox_3: 0.09896 loss_giou_3: 0.3488 loss_class_4: 0.2245 loss_bbox_4: 0.0972 loss_giou_4: 0.3461 loss_class_enc: 0.2655 loss_bbox_enc: 0.1223 loss_giou_enc: 0.3904 loss_class_dn: 0.03531 loss_bbox_dn: 0.1241 loss_giou_dn: 0.3191 loss_class_dn_0: 0.08861 loss_bbox_dn_0: 0.207 loss_giou_dn_0: 0.4691 loss_class_dn_1: 0.05872 loss_bbox_dn_1: 0.1461 loss_giou_dn_1: 0.3624 loss_class_dn_2: 0.04593 loss_bbox_dn_2: 0.1303 loss_giou_dn_2: 0.3312 loss_class_dn_3: 0.04023 loss_bbox_dn_3: 0.1254 loss_giou_dn_3: 0.3212 loss_class_dn_4: 0.03694 loss_bbox_dn_4: 0.1241 loss_giou_dn_4: 0.319 time: 1.1188 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 13:21:08 d2.utils.events]: eta: 1 day, 2:00:56 iter: 140249 total_loss: 8.152 loss_class: 0.2218 loss_bbox: 0.09821 loss_giou: 0.3466 loss_class_0: 0.2475 loss_bbox_0: 0.1094 loss_giou_0: 0.3673 loss_class_1: 0.2342 loss_bbox_1: 0.1048 loss_giou_1: 0.3547 loss_class_2: 0.2288 loss_bbox_2: 0.1002 loss_giou_2: 0.3529 loss_class_3: 0.225 loss_bbox_3: 0.09896 loss_giou_3: 0.3473 loss_class_4: 0.2219 loss_bbox_4: 0.09831 loss_giou_4: 0.3482 loss_class_enc: 0.2628 loss_bbox_enc: 0.118 loss_giou_enc: 0.3912 loss_class_dn: 0.03401 loss_bbox_dn: 0.1198 loss_giou_dn: 0.3192 loss_class_dn_0: 0.08524 loss_bbox_dn_0: 0.2075 loss_giou_dn_0: 0.4796 loss_class_dn_1: 0.05654 loss_bbox_dn_1: 0.146 loss_giou_dn_1: 0.3633 loss_class_dn_2: 0.04352 loss_bbox_dn_2: 0.1265 loss_giou_dn_2: 0.3317 loss_class_dn_3: 0.03771 loss_bbox_dn_3: 0.121 loss_giou_dn_3: 0.3221 loss_class_dn_4: 0.0349 loss_bbox_dn_4: 0.1199 loss_giou_dn_4: 0.319 time: 1.1188 data_time: 0.1074 lr: 0.0001 max_mem: 43695M [05/21 13:22:04 d2.utils.events]: eta: 1 day, 1:57:53 iter: 140299 total_loss: 8.133 loss_class: 0.2215 loss_bbox: 0.09567 loss_giou: 0.3458 loss_class_0: 0.249 loss_bbox_0: 0.1057 loss_giou_0: 0.3634 loss_class_1: 0.235 loss_bbox_1: 0.09914 loss_giou_1: 0.3523 loss_class_2: 0.2284 loss_bbox_2: 0.0976 loss_giou_2: 0.3505 loss_class_3: 0.2267 loss_bbox_3: 0.09539 loss_giou_3: 0.3451 loss_class_4: 0.2224 loss_bbox_4: 0.09587 loss_giou_4: 0.3455 loss_class_enc: 0.2656 loss_bbox_enc: 0.1143 loss_giou_enc: 0.3852 loss_class_dn: 0.03676 loss_bbox_dn: 0.1137 loss_giou_dn: 0.3158 loss_class_dn_0: 0.08828 loss_bbox_dn_0: 0.1946 loss_giou_dn_0: 0.4648 loss_class_dn_1: 0.05826 loss_bbox_dn_1: 0.1357 loss_giou_dn_1: 0.3594 loss_class_dn_2: 0.04565 loss_bbox_dn_2: 0.119 loss_giou_dn_2: 0.3248 loss_class_dn_3: 0.0415 loss_bbox_dn_3: 0.1148 loss_giou_dn_3: 0.3178 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loss_bbox_dn_4: 0.1186 loss_giou_dn_4: 0.3164 time: 1.1188 data_time: 0.1024 lr: 0.0001 max_mem: 43695M [05/21 13:25:48 d2.utils.events]: eta: 1 day, 1:54:23 iter: 140499 total_loss: 8.134 loss_class: 0.2241 loss_bbox: 0.1006 loss_giou: 0.3416 loss_class_0: 0.2503 loss_bbox_0: 0.1122 loss_giou_0: 0.366 loss_class_1: 0.2384 loss_bbox_1: 0.1088 loss_giou_1: 0.3534 loss_class_2: 0.2309 loss_bbox_2: 0.1023 loss_giou_2: 0.3479 loss_class_3: 0.2283 loss_bbox_3: 0.1003 loss_giou_3: 0.3429 loss_class_4: 0.226 loss_bbox_4: 0.1009 loss_giou_4: 0.3419 loss_class_enc: 0.2668 loss_bbox_enc: 0.1248 loss_giou_enc: 0.3883 loss_class_dn: 0.03541 loss_bbox_dn: 0.124 loss_giou_dn: 0.32 loss_class_dn_0: 0.08746 loss_bbox_dn_0: 0.2096 loss_giou_dn_0: 0.4655 loss_class_dn_1: 0.05787 loss_bbox_dn_1: 0.1481 loss_giou_dn_1: 0.3612 loss_class_dn_2: 0.04519 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.3304 loss_class_dn_3: 0.03987 loss_bbox_dn_3: 0.1253 loss_giou_dn_3: 0.3222 loss_class_dn_4: 0.03608 loss_bbox_dn_4: 0.1239 loss_giou_dn_4: 0.3199 time: 1.1188 data_time: 0.0946 lr: 0.0001 max_mem: 43695M [05/21 13:26:45 d2.utils.events]: eta: 1 day, 1:53:17 iter: 140549 total_loss: 8.252 loss_class: 0.2252 loss_bbox: 0.09797 loss_giou: 0.3524 loss_class_0: 0.2539 loss_bbox_0: 0.1095 loss_giou_0: 0.3718 loss_class_1: 0.2386 loss_bbox_1: 0.104 loss_giou_1: 0.3642 loss_class_2: 0.2341 loss_bbox_2: 0.09955 loss_giou_2: 0.3559 loss_class_3: 0.2307 loss_bbox_3: 0.09872 loss_giou_3: 0.3528 loss_class_4: 0.2274 loss_bbox_4: 0.09803 loss_giou_4: 0.3519 loss_class_enc: 0.2655 loss_bbox_enc: 0.1219 loss_giou_enc: 0.394 loss_class_dn: 0.03751 loss_bbox_dn: 0.1179 loss_giou_dn: 0.3197 loss_class_dn_0: 0.08935 loss_bbox_dn_0: 0.1975 loss_giou_dn_0: 0.4673 loss_class_dn_1: 0.05808 loss_bbox_dn_1: 0.1394 loss_giou_dn_1: 0.3608 loss_class_dn_2: 0.04565 loss_bbox_dn_2: 0.1226 loss_giou_dn_2: 0.3303 loss_class_dn_3: 0.04156 loss_bbox_dn_3: 0.1189 loss_giou_dn_3: 0.3207 loss_class_dn_4: 0.0386 loss_bbox_dn_4: 0.1179 loss_giou_dn_4: 0.3194 time: 1.1188 data_time: 0.1052 lr: 0.0001 max_mem: 43695M [05/21 13:27:41 d2.utils.events]: eta: 1 day, 1:53:11 iter: 140599 total_loss: 8.4 loss_class: 0.2297 loss_bbox: 0.09968 loss_giou: 0.3546 loss_class_0: 0.2555 loss_bbox_0: 0.1112 loss_giou_0: 0.3723 loss_class_1: 0.2431 loss_bbox_1: 0.1054 loss_giou_1: 0.3656 loss_class_2: 0.2373 loss_bbox_2: 0.1032 loss_giou_2: 0.3591 loss_class_3: 0.2336 loss_bbox_3: 0.1015 loss_giou_3: 0.3556 loss_class_4: 0.2321 loss_bbox_4: 0.1004 loss_giou_4: 0.3556 loss_class_enc: 0.2696 loss_bbox_enc: 0.1227 loss_giou_enc: 0.4024 loss_class_dn: 0.03754 loss_bbox_dn: 0.1228 loss_giou_dn: 0.3219 loss_class_dn_0: 0.08955 loss_bbox_dn_0: 0.2092 loss_giou_dn_0: 0.4778 loss_class_dn_1: 0.05924 loss_bbox_dn_1: 0.1443 loss_giou_dn_1: 0.3689 loss_class_dn_2: 0.04729 loss_bbox_dn_2: 0.1274 loss_giou_dn_2: 0.3336 loss_class_dn_3: 0.0413 loss_bbox_dn_3: 0.1232 loss_giou_dn_3: 0.3238 loss_class_dn_4: 0.03788 loss_bbox_dn_4: 0.1227 loss_giou_dn_4: 0.3216 time: 1.1188 data_time: 0.0959 lr: 0.0001 max_mem: 43695M [05/21 13:28:38 d2.utils.events]: eta: 1 day, 1:49:54 iter: 140649 total_loss: 8.273 loss_class: 0.23 loss_bbox: 0.09815 loss_giou: 0.3462 loss_class_0: 0.2546 loss_bbox_0: 0.109 loss_giou_0: 0.3702 loss_class_1: 0.2424 loss_bbox_1: 0.1038 loss_giou_1: 0.3582 loss_class_2: 0.2369 loss_bbox_2: 0.09864 loss_giou_2: 0.3523 loss_class_3: 0.2339 loss_bbox_3: 0.09859 loss_giou_3: 0.3481 loss_class_4: 0.2315 loss_bbox_4: 0.09767 loss_giou_4: 0.3457 loss_class_enc: 0.2698 loss_bbox_enc: 0.1182 loss_giou_enc: 0.3902 loss_class_dn: 0.03744 loss_bbox_dn: 0.1213 loss_giou_dn: 0.3175 loss_class_dn_0: 0.0916 loss_bbox_dn_0: 0.1977 loss_giou_dn_0: 0.4721 loss_class_dn_1: 0.06029 loss_bbox_dn_1: 0.1437 loss_giou_dn_1: 0.3607 loss_class_dn_2: 0.04822 loss_bbox_dn_2: 0.1273 loss_giou_dn_2: 0.3304 loss_class_dn_3: 0.04182 loss_bbox_dn_3: 0.1221 loss_giou_dn_3: 0.3203 loss_class_dn_4: 0.03816 loss_bbox_dn_4: 0.1214 loss_giou_dn_4: 0.3172 time: 1.1188 data_time: 0.0925 lr: 0.0001 max_mem: 43695M [05/21 13:29:35 d2.utils.events]: eta: 1 day, 1:49:10 iter: 140699 total_loss: 8.319 loss_class: 0.2294 loss_bbox: 0.09893 loss_giou: 0.3498 loss_class_0: 0.2545 loss_bbox_0: 0.1099 loss_giou_0: 0.3693 loss_class_1: 0.2428 loss_bbox_1: 0.1039 loss_giou_1: 0.3579 loss_class_2: 0.2356 loss_bbox_2: 0.1014 loss_giou_2: 0.3573 loss_class_3: 0.2369 loss_bbox_3: 0.09932 loss_giou_3: 0.351 loss_class_4: 0.2315 loss_bbox_4: 0.09914 loss_giou_4: 0.3505 loss_class_enc: 0.2712 loss_bbox_enc: 0.121 loss_giou_enc: 0.3933 loss_class_dn: 0.03727 loss_bbox_dn: 0.1162 loss_giou_dn: 0.3182 loss_class_dn_0: 0.09136 loss_bbox_dn_0: 0.2009 loss_giou_dn_0: 0.4679 loss_class_dn_1: 0.0608 loss_bbox_dn_1: 0.1405 loss_giou_dn_1: 0.3609 loss_class_dn_2: 0.04723 loss_bbox_dn_2: 0.1217 loss_giou_dn_2: 0.3289 loss_class_dn_3: 0.04111 loss_bbox_dn_3: 0.1176 loss_giou_dn_3: 0.3205 loss_class_dn_4: 0.038 loss_bbox_dn_4: 0.1162 loss_giou_dn_4: 0.3182 time: 1.1188 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 13:30:31 d2.utils.events]: eta: 1 day, 1:48:18 iter: 140749 total_loss: 8.022 loss_class: 0.2195 loss_bbox: 0.09505 loss_giou: 0.3516 loss_class_0: 0.2465 loss_bbox_0: 0.1057 loss_giou_0: 0.3712 loss_class_1: 0.233 loss_bbox_1: 0.0985 loss_giou_1: 0.3594 loss_class_2: 0.2256 loss_bbox_2: 0.09606 loss_giou_2: 0.3561 loss_class_3: 0.2235 loss_bbox_3: 0.0956 loss_giou_3: 0.3528 loss_class_4: 0.2192 loss_bbox_4: 0.09577 loss_giou_4: 0.3519 loss_class_enc: 0.2589 loss_bbox_enc: 0.1152 loss_giou_enc: 0.3934 loss_class_dn: 0.03724 loss_bbox_dn: 0.1148 loss_giou_dn: 0.314 loss_class_dn_0: 0.08721 loss_bbox_dn_0: 0.1996 loss_giou_dn_0: 0.4643 loss_class_dn_1: 0.0576 loss_bbox_dn_1: 0.1381 loss_giou_dn_1: 0.3579 loss_class_dn_2: 0.04498 loss_bbox_dn_2: 0.12 loss_giou_dn_2: 0.3246 loss_class_dn_3: 0.04042 loss_bbox_dn_3: 0.116 loss_giou_dn_3: 0.3164 loss_class_dn_4: 0.03768 loss_bbox_dn_4: 0.1148 loss_giou_dn_4: 0.3138 time: 1.1188 data_time: 0.1097 lr: 0.0001 max_mem: 43695M [05/21 13:31:28 d2.utils.events]: eta: 1 day, 1:48:41 iter: 140799 total_loss: 8.21 loss_class: 0.2263 loss_bbox: 0.09725 loss_giou: 0.348 loss_class_0: 0.251 loss_bbox_0: 0.106 loss_giou_0: 0.3699 loss_class_1: 0.2385 loss_bbox_1: 0.1015 loss_giou_1: 0.3592 loss_class_2: 0.2327 loss_bbox_2: 0.1003 loss_giou_2: 0.3527 loss_class_3: 0.2285 loss_bbox_3: 0.0985 loss_giou_3: 0.35 loss_class_4: 0.2261 loss_bbox_4: 0.09798 loss_giou_4: 0.3485 loss_class_enc: 0.2635 loss_bbox_enc: 0.1184 loss_giou_enc: 0.3974 loss_class_dn: 0.03721 loss_bbox_dn: 0.117 loss_giou_dn: 0.3197 loss_class_dn_0: 0.09062 loss_bbox_dn_0: 0.1948 loss_giou_dn_0: 0.4754 loss_class_dn_1: 0.05826 loss_bbox_dn_1: 0.1397 loss_giou_dn_1: 0.3635 loss_class_dn_2: 0.04715 loss_bbox_dn_2: 0.1233 loss_giou_dn_2: 0.3296 loss_class_dn_3: 0.04163 loss_bbox_dn_3: 0.118 loss_giou_dn_3: 0.322 loss_class_dn_4: 0.0385 loss_bbox_dn_4: 0.117 loss_giou_dn_4: 0.3198 time: 1.1188 data_time: 0.1128 lr: 0.0001 max_mem: 43695M [05/21 13:32:26 d2.utils.events]: eta: 1 day, 1:49:10 iter: 140849 total_loss: 8.109 loss_class: 0.2227 loss_bbox: 0.1017 loss_giou: 0.3452 loss_class_0: 0.249 loss_bbox_0: 0.1113 loss_giou_0: 0.3667 loss_class_1: 0.2372 loss_bbox_1: 0.1059 loss_giou_1: 0.3535 loss_class_2: 0.2309 loss_bbox_2: 0.1034 loss_giou_2: 0.3498 loss_class_3: 0.2282 loss_bbox_3: 0.1019 loss_giou_3: 0.3456 loss_class_4: 0.2227 loss_bbox_4: 0.1011 loss_giou_4: 0.3443 loss_class_enc: 0.265 loss_bbox_enc: 0.1235 loss_giou_enc: 0.3925 loss_class_dn: 0.03489 loss_bbox_dn: 0.124 loss_giou_dn: 0.3188 loss_class_dn_0: 0.08738 loss_bbox_dn_0: 0.2031 loss_giou_dn_0: 0.4728 loss_class_dn_1: 0.05731 loss_bbox_dn_1: 0.1468 loss_giou_dn_1: 0.3593 loss_class_dn_2: 0.04491 loss_bbox_dn_2: 0.1295 loss_giou_dn_2: 0.3282 loss_class_dn_3: 0.03976 loss_bbox_dn_3: 0.1249 loss_giou_dn_3: 0.3203 loss_class_dn_4: 0.03622 loss_bbox_dn_4: 0.124 loss_giou_dn_4: 0.3186 time: 1.1188 data_time: 0.0986 lr: 0.0001 max_mem: 43695M [05/21 13:33:23 d2.utils.events]: eta: 1 day, 1:48:28 iter: 140899 total_loss: 8.152 loss_class: 0.2207 loss_bbox: 0.09866 loss_giou: 0.357 loss_class_0: 0.2446 loss_bbox_0: 0.1099 loss_giou_0: 0.3734 loss_class_1: 0.2326 loss_bbox_1: 0.1055 loss_giou_1: 0.3648 loss_class_2: 0.2268 loss_bbox_2: 0.1005 loss_giou_2: 0.3611 loss_class_3: 0.2244 loss_bbox_3: 0.09974 loss_giou_3: 0.3571 loss_class_4: 0.2212 loss_bbox_4: 0.099 loss_giou_4: 0.356 loss_class_enc: 0.2603 loss_bbox_enc: 0.1221 loss_giou_enc: 0.398 loss_class_dn: 0.0342 loss_bbox_dn: 0.1234 loss_giou_dn: 0.3185 loss_class_dn_0: 0.08496 loss_bbox_dn_0: 0.2052 loss_giou_dn_0: 0.4652 loss_class_dn_1: 0.05612 loss_bbox_dn_1: 0.1446 loss_giou_dn_1: 0.3591 loss_class_dn_2: 0.04391 loss_bbox_dn_2: 0.1297 loss_giou_dn_2: 0.3291 loss_class_dn_3: 0.03891 loss_bbox_dn_3: 0.1251 loss_giou_dn_3: 0.3204 loss_class_dn_4: 0.03505 loss_bbox_dn_4: 0.1235 loss_giou_dn_4: 0.3184 time: 1.1188 data_time: 0.0966 lr: 0.0001 max_mem: 43695M [05/21 13:34:20 d2.utils.events]: eta: 1 day, 1:49:03 iter: 140949 total_loss: 8.214 loss_class: 0.2236 loss_bbox: 0.1011 loss_giou: 0.3476 loss_class_0: 0.2482 loss_bbox_0: 0.1114 loss_giou_0: 0.3702 loss_class_1: 0.2413 loss_bbox_1: 0.1061 loss_giou_1: 0.3609 loss_class_2: 0.2317 loss_bbox_2: 0.1037 loss_giou_2: 0.3526 loss_class_3: 0.2292 loss_bbox_3: 0.1014 loss_giou_3: 0.3494 loss_class_4: 0.224 loss_bbox_4: 0.1015 loss_giou_4: 0.3474 loss_class_enc: 0.2634 loss_bbox_enc: 0.122 loss_giou_enc: 0.3895 loss_class_dn: 0.03476 loss_bbox_dn: 0.1228 loss_giou_dn: 0.322 loss_class_dn_0: 0.08883 loss_bbox_dn_0: 0.2063 loss_giou_dn_0: 0.4681 loss_class_dn_1: 0.05782 loss_bbox_dn_1: 0.1459 loss_giou_dn_1: 0.3645 loss_class_dn_2: 0.0442 loss_bbox_dn_2: 0.1277 loss_giou_dn_2: 0.3329 loss_class_dn_3: 0.03906 loss_bbox_dn_3: 0.1239 loss_giou_dn_3: 0.3241 loss_class_dn_4: 0.03571 loss_bbox_dn_4: 0.1229 loss_giou_dn_4: 0.322 time: 1.1188 data_time: 0.1046 lr: 0.0001 max_mem: 43695M [05/21 13:35:18 d2.utils.events]: eta: 1 day, 1:48:22 iter: 140999 total_loss: 8.146 loss_class: 0.2195 loss_bbox: 0.1001 loss_giou: 0.3528 loss_class_0: 0.2484 loss_bbox_0: 0.1111 loss_giou_0: 0.3728 loss_class_1: 0.2369 loss_bbox_1: 0.1037 loss_giou_1: 0.3605 loss_class_2: 0.2305 loss_bbox_2: 0.1023 loss_giou_2: 0.3572 loss_class_3: 0.2276 loss_bbox_3: 0.1018 loss_giou_3: 0.3541 loss_class_4: 0.2233 loss_bbox_4: 0.09997 loss_giou_4: 0.3531 loss_class_enc: 0.2656 loss_bbox_enc: 0.1194 loss_giou_enc: 0.3944 loss_class_dn: 0.03663 loss_bbox_dn: 0.121 loss_giou_dn: 0.3197 loss_class_dn_0: 0.08726 loss_bbox_dn_0: 0.2059 loss_giou_dn_0: 0.472 loss_class_dn_1: 0.05717 loss_bbox_dn_1: 0.1456 loss_giou_dn_1: 0.364 loss_class_dn_2: 0.04719 loss_bbox_dn_2: 0.1265 loss_giou_dn_2: 0.3312 loss_class_dn_3: 0.04234 loss_bbox_dn_3: 0.123 loss_giou_dn_3: 0.3224 loss_class_dn_4: 0.03802 loss_bbox_dn_4: 0.1209 loss_giou_dn_4: 0.3194 time: 1.1188 data_time: 0.1085 lr: 0.0001 max_mem: 43695M [05/21 13:36:14 d2.utils.events]: eta: 1 day, 1:46:50 iter: 141049 total_loss: 8.189 loss_class: 0.2248 loss_bbox: 0.1003 loss_giou: 0.349 loss_class_0: 0.2499 loss_bbox_0: 0.1125 loss_giou_0: 0.3692 loss_class_1: 0.2395 loss_bbox_1: 0.105 loss_giou_1: 0.3605 loss_class_2: 0.233 loss_bbox_2: 0.1019 loss_giou_2: 0.3547 loss_class_3: 0.2302 loss_bbox_3: 0.1006 loss_giou_3: 0.3512 loss_class_4: 0.2272 loss_bbox_4: 0.1003 loss_giou_4: 0.349 loss_class_enc: 0.2643 loss_bbox_enc: 0.1222 loss_giou_enc: 0.393 loss_class_dn: 0.03586 loss_bbox_dn: 0.1209 loss_giou_dn: 0.3161 loss_class_dn_0: 0.08862 loss_bbox_dn_0: 0.2085 loss_giou_dn_0: 0.4669 loss_class_dn_1: 0.05844 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 0.3547 loss_class_dn_2: 0.04687 loss_bbox_dn_2: 0.1267 loss_giou_dn_2: 0.3259 loss_class_dn_3: 0.03973 loss_bbox_dn_3: 0.1223 loss_giou_dn_3: 0.318 loss_class_dn_4: 0.03692 loss_bbox_dn_4: 0.1209 loss_giou_dn_4: 0.316 time: 1.1188 data_time: 0.0982 lr: 0.0001 max_mem: 43695M [05/21 13:37:11 d2.utils.events]: eta: 1 day, 1:45:59 iter: 141099 total_loss: 8.115 loss_class: 0.2213 loss_bbox: 0.09824 loss_giou: 0.3493 loss_class_0: 0.2465 loss_bbox_0: 0.1098 loss_giou_0: 0.3696 loss_class_1: 0.2348 loss_bbox_1: 0.1032 loss_giou_1: 0.3608 loss_class_2: 0.2291 loss_bbox_2: 0.1004 loss_giou_2: 0.3561 loss_class_3: 0.2245 loss_bbox_3: 0.09825 loss_giou_3: 0.3514 loss_class_4: 0.2209 loss_bbox_4: 0.09786 loss_giou_4: 0.3496 loss_class_enc: 0.2632 loss_bbox_enc: 0.1204 loss_giou_enc: 0.3926 loss_class_dn: 0.03506 loss_bbox_dn: 0.1166 loss_giou_dn: 0.3183 loss_class_dn_0: 0.08888 loss_bbox_dn_0: 0.1977 loss_giou_dn_0: 0.4697 loss_class_dn_1: 0.05702 loss_bbox_dn_1: 0.1415 loss_giou_dn_1: 0.3631 loss_class_dn_2: 0.0437 loss_bbox_dn_2: 0.123 loss_giou_dn_2: 0.3309 loss_class_dn_3: 0.03924 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.3205 loss_class_dn_4: 0.03583 loss_bbox_dn_4: 0.1166 loss_giou_dn_4: 0.3184 time: 1.1188 data_time: 0.0983 lr: 0.0001 max_mem: 43695M [05/21 13:38:08 d2.utils.events]: eta: 1 day, 1:45:17 iter: 141149 total_loss: 8.211 loss_class: 0.2274 loss_bbox: 0.1014 loss_giou: 0.3526 loss_class_0: 0.2516 loss_bbox_0: 0.1105 loss_giou_0: 0.3758 loss_class_1: 0.2383 loss_bbox_1: 0.1048 loss_giou_1: 0.363 loss_class_2: 0.233 loss_bbox_2: 0.1018 loss_giou_2: 0.357 loss_class_3: 0.2298 loss_bbox_3: 0.0999 loss_giou_3: 0.3532 loss_class_4: 0.2283 loss_bbox_4: 0.09924 loss_giou_4: 0.3518 loss_class_enc: 0.2679 loss_bbox_enc: 0.1186 loss_giou_enc: 0.3917 loss_class_dn: 0.03289 loss_bbox_dn: 0.1157 loss_giou_dn: 0.315 loss_class_dn_0: 0.08646 loss_bbox_dn_0: 0.1947 loss_giou_dn_0: 0.4654 loss_class_dn_1: 0.05387 loss_bbox_dn_1: 0.1361 loss_giou_dn_1: 0.3594 loss_class_dn_2: 0.04189 loss_bbox_dn_2: 0.1205 loss_giou_dn_2: 0.3274 loss_class_dn_3: 0.03654 loss_bbox_dn_3: 0.1166 loss_giou_dn_3: 0.3172 loss_class_dn_4: 0.03375 loss_bbox_dn_4: 0.1157 loss_giou_dn_4: 0.3151 time: 1.1188 data_time: 0.0941 lr: 0.0001 max_mem: 43695M [05/21 13:39:04 d2.utils.events]: eta: 1 day, 1:43:28 iter: 141199 total_loss: 8.044 loss_class: 0.2177 loss_bbox: 0.09847 loss_giou: 0.3464 loss_class_0: 0.2451 loss_bbox_0: 0.11 loss_giou_0: 0.3709 loss_class_1: 0.2303 loss_bbox_1: 0.1044 loss_giou_1: 0.3552 loss_class_2: 0.2246 loss_bbox_2: 0.1002 loss_giou_2: 0.3516 loss_class_3: 0.2226 loss_bbox_3: 0.09889 loss_giou_3: 0.3477 loss_class_4: 0.2198 loss_bbox_4: 0.09843 loss_giou_4: 0.3474 loss_class_enc: 0.2597 loss_bbox_enc: 0.1197 loss_giou_enc: 0.3865 loss_class_dn: 0.03724 loss_bbox_dn: 0.1201 loss_giou_dn: 0.3169 loss_class_dn_0: 0.09121 loss_bbox_dn_0: 0.2022 loss_giou_dn_0: 0.4622 loss_class_dn_1: 0.06074 loss_bbox_dn_1: 0.1425 loss_giou_dn_1: 0.3579 loss_class_dn_2: 0.04653 loss_bbox_dn_2: 0.1261 loss_giou_dn_2: 0.3269 loss_class_dn_3: 0.041 loss_bbox_dn_3: 0.1214 loss_giou_dn_3: 0.3186 loss_class_dn_4: 0.03863 loss_bbox_dn_4: 0.12 loss_giou_dn_4: 0.3167 time: 1.1188 data_time: 0.0976 lr: 0.0001 max_mem: 43695M [05/21 13:40:00 d2.utils.events]: eta: 1 day, 1:42:54 iter: 141249 total_loss: 8.119 loss_class: 0.2204 loss_bbox: 0.09772 loss_giou: 0.352 loss_class_0: 0.2481 loss_bbox_0: 0.1082 loss_giou_0: 0.3685 loss_class_1: 0.2355 loss_bbox_1: 0.1024 loss_giou_1: 0.3612 loss_class_2: 0.2284 loss_bbox_2: 0.09974 loss_giou_2: 0.3571 loss_class_3: 0.2257 loss_bbox_3: 0.09822 loss_giou_3: 0.3537 loss_class_4: 0.2219 loss_bbox_4: 0.09788 loss_giou_4: 0.3525 loss_class_enc: 0.2648 loss_bbox_enc: 0.1195 loss_giou_enc: 0.3939 loss_class_dn: 0.0351 loss_bbox_dn: 0.1168 loss_giou_dn: 0.3218 loss_class_dn_0: 0.08854 loss_bbox_dn_0: 0.2003 loss_giou_dn_0: 0.4726 loss_class_dn_1: 0.0587 loss_bbox_dn_1: 0.139 loss_giou_dn_1: 0.367 loss_class_dn_2: 0.04606 loss_bbox_dn_2: 0.1222 loss_giou_dn_2: 0.3321 loss_class_dn_3: 0.03996 loss_bbox_dn_3: 0.1179 loss_giou_dn_3: 0.3237 loss_class_dn_4: 0.03569 loss_bbox_dn_4: 0.1168 loss_giou_dn_4: 0.3217 time: 1.1188 data_time: 0.1033 lr: 0.0001 max_mem: 43695M [05/21 13:40:57 d2.utils.events]: eta: 1 day, 1:42:31 iter: 141299 total_loss: 8.315 loss_class: 0.2273 loss_bbox: 0.09996 loss_giou: 0.3524 loss_class_0: 0.2597 loss_bbox_0: 0.113 loss_giou_0: 0.3765 loss_class_1: 0.2445 loss_bbox_1: 0.1055 loss_giou_1: 0.3654 loss_class_2: 0.2383 loss_bbox_2: 0.1016 loss_giou_2: 0.359 loss_class_3: 0.2344 loss_bbox_3: 0.1005 loss_giou_3: 0.3533 loss_class_4: 0.2292 loss_bbox_4: 0.1003 loss_giou_4: 0.3519 loss_class_enc: 0.2694 loss_bbox_enc: 0.1245 loss_giou_enc: 0.3981 loss_class_dn: 0.03801 loss_bbox_dn: 0.118 loss_giou_dn: 0.3201 loss_class_dn_0: 0.09191 loss_bbox_dn_0: 0.2054 loss_giou_dn_0: 0.4719 loss_class_dn_1: 0.06083 loss_bbox_dn_1: 0.1422 loss_giou_dn_1: 0.3628 loss_class_dn_2: 0.04843 loss_bbox_dn_2: 0.1249 loss_giou_dn_2: 0.3308 loss_class_dn_3: 0.04263 loss_bbox_dn_3: 0.12 loss_giou_dn_3: 0.3224 loss_class_dn_4: 0.03933 loss_bbox_dn_4: 0.118 loss_giou_dn_4: 0.3202 time: 1.1188 data_time: 0.1028 lr: 0.0001 max_mem: 43695M [05/21 13:41:53 d2.utils.events]: eta: 1 day, 1:40:46 iter: 141349 total_loss: 8.247 loss_class: 0.218 loss_bbox: 0.1017 loss_giou: 0.3472 loss_class_0: 0.2482 loss_bbox_0: 0.1118 loss_giou_0: 0.3718 loss_class_1: 0.2372 loss_bbox_1: 0.1055 loss_giou_1: 0.3596 loss_class_2: 0.2287 loss_bbox_2: 0.1041 loss_giou_2: 0.3533 loss_class_3: 0.2248 loss_bbox_3: 0.1025 loss_giou_3: 0.3505 loss_class_4: 0.2184 loss_bbox_4: 0.1016 loss_giou_4: 0.3485 loss_class_enc: 0.2622 loss_bbox_enc: 0.1235 loss_giou_enc: 0.3921 loss_class_dn: 0.03593 loss_bbox_dn: 0.1248 loss_giou_dn: 0.3179 loss_class_dn_0: 0.08659 loss_bbox_dn_0: 0.2124 loss_giou_dn_0: 0.4686 loss_class_dn_1: 0.05736 loss_bbox_dn_1: 0.1486 loss_giou_dn_1: 0.3604 loss_class_dn_2: 0.04401 loss_bbox_dn_2: 0.1306 loss_giou_dn_2: 0.3296 loss_class_dn_3: 0.03921 loss_bbox_dn_3: 0.1268 loss_giou_dn_3: 0.3202 loss_class_dn_4: 0.03678 loss_bbox_dn_4: 0.1248 loss_giou_dn_4: 0.318 time: 1.1188 data_time: 0.1029 lr: 0.0001 max_mem: 43695M [05/21 13:42:50 d2.utils.events]: eta: 1 day, 1:39:47 iter: 141399 total_loss: 8.013 loss_class: 0.2163 loss_bbox: 0.09409 loss_giou: 0.3503 loss_class_0: 0.2399 loss_bbox_0: 0.1042 loss_giou_0: 0.3681 loss_class_1: 0.2283 loss_bbox_1: 0.09834 loss_giou_1: 0.3583 loss_class_2: 0.2234 loss_bbox_2: 0.09554 loss_giou_2: 0.3536 loss_class_3: 0.2205 loss_bbox_3: 0.09408 loss_giou_3: 0.3507 loss_class_4: 0.2171 loss_bbox_4: 0.09407 loss_giou_4: 0.3507 loss_class_enc: 0.2529 loss_bbox_enc: 0.1158 loss_giou_enc: 0.3912 loss_class_dn: 0.03439 loss_bbox_dn: 0.1178 loss_giou_dn: 0.3136 loss_class_dn_0: 0.08644 loss_bbox_dn_0: 0.197 loss_giou_dn_0: 0.4664 loss_class_dn_1: 0.05513 loss_bbox_dn_1: 0.141 loss_giou_dn_1: 0.3548 loss_class_dn_2: 0.0427 loss_bbox_dn_2: 0.1245 loss_giou_dn_2: 0.3246 loss_class_dn_3: 0.0381 loss_bbox_dn_3: 0.1195 loss_giou_dn_3: 0.3156 loss_class_dn_4: 0.03563 loss_bbox_dn_4: 0.1178 loss_giou_dn_4: 0.3136 time: 1.1188 data_time: 0.1010 lr: 0.0001 max_mem: 43695M [05/21 13:43:47 d2.utils.events]: eta: 1 day, 1:39:45 iter: 141449 total_loss: 8.286 loss_class: 0.2221 loss_bbox: 0.1004 loss_giou: 0.3539 loss_class_0: 0.2451 loss_bbox_0: 0.1097 loss_giou_0: 0.3738 loss_class_1: 0.2337 loss_bbox_1: 0.1047 loss_giou_1: 0.3631 loss_class_2: 0.2285 loss_bbox_2: 0.1017 loss_giou_2: 0.3585 loss_class_3: 0.2261 loss_bbox_3: 0.1001 loss_giou_3: 0.3555 loss_class_4: 0.2227 loss_bbox_4: 0.09954 loss_giou_4: 0.3529 loss_class_enc: 0.2583 loss_bbox_enc: 0.1221 loss_giou_enc: 0.3944 loss_class_dn: 0.03326 loss_bbox_dn: 0.124 loss_giou_dn: 0.3238 loss_class_dn_0: 0.08391 loss_bbox_dn_0: 0.2092 loss_giou_dn_0: 0.4765 loss_class_dn_1: 0.05557 loss_bbox_dn_1: 0.145 loss_giou_dn_1: 0.3648 loss_class_dn_2: 0.04335 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.3335 loss_class_dn_3: 0.03812 loss_bbox_dn_3: 0.1246 loss_giou_dn_3: 0.3259 loss_class_dn_4: 0.03447 loss_bbox_dn_4: 0.124 loss_giou_dn_4: 0.3235 time: 1.1188 data_time: 0.0959 lr: 0.0001 max_mem: 43695M [05/21 13:44:44 d2.utils.events]: eta: 1 day, 1:38:08 iter: 141499 total_loss: 7.925 loss_class: 0.2201 loss_bbox: 0.09435 loss_giou: 0.3364 loss_class_0: 0.244 loss_bbox_0: 0.1056 loss_giou_0: 0.3577 loss_class_1: 0.2327 loss_bbox_1: 0.09978 loss_giou_1: 0.3444 loss_class_2: 0.2266 loss_bbox_2: 0.09635 loss_giou_2: 0.3405 loss_class_3: 0.2227 loss_bbox_3: 0.09459 loss_giou_3: 0.3379 loss_class_4: 0.22 loss_bbox_4: 0.09442 loss_giou_4: 0.3364 loss_class_enc: 0.2591 loss_bbox_enc: 0.1151 loss_giou_enc: 0.3836 loss_class_dn: 0.03357 loss_bbox_dn: 0.1116 loss_giou_dn: 0.3081 loss_class_dn_0: 0.08696 loss_bbox_dn_0: 0.1908 loss_giou_dn_0: 0.4639 loss_class_dn_1: 0.05645 loss_bbox_dn_1: 0.1348 loss_giou_dn_1: 0.3536 loss_class_dn_2: 0.04435 loss_bbox_dn_2: 0.118 loss_giou_dn_2: 0.3208 loss_class_dn_3: 0.03967 loss_bbox_dn_3: 0.1137 loss_giou_dn_3: 0.311 loss_class_dn_4: 0.03511 loss_bbox_dn_4: 0.1115 loss_giou_dn_4: 0.3082 time: 1.1188 data_time: 0.0930 lr: 0.0001 max_mem: 43695M [05/21 13:45:40 d2.utils.events]: eta: 1 day, 1:36:12 iter: 141549 total_loss: 8.278 loss_class: 0.2255 loss_bbox: 0.09949 loss_giou: 0.3593 loss_class_0: 0.2549 loss_bbox_0: 0.11 loss_giou_0: 0.3797 loss_class_1: 0.2406 loss_bbox_1: 0.104 loss_giou_1: 0.3735 loss_class_2: 0.234 loss_bbox_2: 0.1016 loss_giou_2: 0.3669 loss_class_3: 0.2293 loss_bbox_3: 0.1002 loss_giou_3: 0.3626 loss_class_4: 0.2279 loss_bbox_4: 0.09871 loss_giou_4: 0.3602 loss_class_enc: 0.2698 loss_bbox_enc: 0.1171 loss_giou_enc: 0.3997 loss_class_dn: 0.03525 loss_bbox_dn: 0.1169 loss_giou_dn: 0.3232 loss_class_dn_0: 0.08688 loss_bbox_dn_0: 0.1963 loss_giou_dn_0: 0.4757 loss_class_dn_1: 0.05597 loss_bbox_dn_1: 0.1395 loss_giou_dn_1: 0.3673 loss_class_dn_2: 0.0447 loss_bbox_dn_2: 0.1223 loss_giou_dn_2: 0.334 loss_class_dn_3: 0.03937 loss_bbox_dn_3: 0.118 loss_giou_dn_3: 0.3257 loss_class_dn_4: 0.03622 loss_bbox_dn_4: 0.1169 loss_giou_dn_4: 0.3231 time: 1.1188 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/21 13:46:37 d2.utils.events]: eta: 1 day, 1:34:05 iter: 141599 total_loss: 8.349 loss_class: 0.2253 loss_bbox: 0.1016 loss_giou: 0.3526 loss_class_0: 0.2514 loss_bbox_0: 0.1128 loss_giou_0: 0.3731 loss_class_1: 0.2417 loss_bbox_1: 0.1055 loss_giou_1: 0.3617 loss_class_2: 0.2356 loss_bbox_2: 0.1038 loss_giou_2: 0.3555 loss_class_3: 0.2325 loss_bbox_3: 0.103 loss_giou_3: 0.3522 loss_class_4: 0.228 loss_bbox_4: 0.1012 loss_giou_4: 0.3522 loss_class_enc: 0.2689 loss_bbox_enc: 0.1253 loss_giou_enc: 0.3965 loss_class_dn: 0.0361 loss_bbox_dn: 0.1248 loss_giou_dn: 0.323 loss_class_dn_0: 0.08902 loss_bbox_dn_0: 0.2153 loss_giou_dn_0: 0.4833 loss_class_dn_1: 0.05835 loss_bbox_dn_1: 0.1493 loss_giou_dn_1: 0.3716 loss_class_dn_2: 0.04658 loss_bbox_dn_2: 0.13 loss_giou_dn_2: 0.3365 loss_class_dn_3: 0.04083 loss_bbox_dn_3: 0.1264 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.03691 loss_bbox_dn_4: 0.1248 loss_giou_dn_4: 0.323 time: 1.1188 data_time: 0.0963 lr: 0.0001 max_mem: 43695M [05/21 13:47:34 d2.utils.events]: eta: 1 day, 1:33:10 iter: 141649 total_loss: 8.165 loss_class: 0.2203 loss_bbox: 0.09949 loss_giou: 0.3434 loss_class_0: 0.2458 loss_bbox_0: 0.1121 loss_giou_0: 0.3634 loss_class_1: 0.233 loss_bbox_1: 0.1063 loss_giou_1: 0.3539 loss_class_2: 0.2269 loss_bbox_2: 0.1033 loss_giou_2: 0.3466 loss_class_3: 0.223 loss_bbox_3: 0.102 loss_giou_3: 0.343 loss_class_4: 0.2216 loss_bbox_4: 0.1007 loss_giou_4: 0.3431 loss_class_enc: 0.2598 loss_bbox_enc: 0.1218 loss_giou_enc: 0.3848 loss_class_dn: 0.03636 loss_bbox_dn: 0.1259 loss_giou_dn: 0.3184 loss_class_dn_0: 0.08702 loss_bbox_dn_0: 0.2093 loss_giou_dn_0: 0.4664 loss_class_dn_1: 0.05785 loss_bbox_dn_1: 0.1481 loss_giou_dn_1: 0.3604 loss_class_dn_2: 0.04522 loss_bbox_dn_2: 0.1301 loss_giou_dn_2: 0.3283 loss_class_dn_3: 0.03996 loss_bbox_dn_3: 0.1274 loss_giou_dn_3: 0.3202 loss_class_dn_4: 0.03688 loss_bbox_dn_4: 0.1258 loss_giou_dn_4: 0.3183 time: 1.1188 data_time: 0.0962 lr: 0.0001 max_mem: 43695M [05/21 13:48:31 d2.utils.events]: eta: 1 day, 1:32:47 iter: 141699 total_loss: 8.271 loss_class: 0.2298 loss_bbox: 0.0993 loss_giou: 0.3499 loss_class_0: 0.2556 loss_bbox_0: 0.1088 loss_giou_0: 0.3678 loss_class_1: 0.2456 loss_bbox_1: 0.1042 loss_giou_1: 0.3568 loss_class_2: 0.2355 loss_bbox_2: 0.102 loss_giou_2: 0.3553 loss_class_3: 0.2324 loss_bbox_3: 0.1007 loss_giou_3: 0.3514 loss_class_4: 0.2295 loss_bbox_4: 0.09941 loss_giou_4: 0.3497 loss_class_enc: 0.2701 loss_bbox_enc: 0.12 loss_giou_enc: 0.3888 loss_class_dn: 0.03695 loss_bbox_dn: 0.1239 loss_giou_dn: 0.3178 loss_class_dn_0: 0.09031 loss_bbox_dn_0: 0.2041 loss_giou_dn_0: 0.4682 loss_class_dn_1: 0.06033 loss_bbox_dn_1: 0.1474 loss_giou_dn_1: 0.3618 loss_class_dn_2: 0.04779 loss_bbox_dn_2: 0.1299 loss_giou_dn_2: 0.329 loss_class_dn_3: 0.04102 loss_bbox_dn_3: 0.1258 loss_giou_dn_3: 0.3202 loss_class_dn_4: 0.03824 loss_bbox_dn_4: 0.1238 loss_giou_dn_4: 0.3177 time: 1.1188 data_time: 0.0944 lr: 0.0001 max_mem: 43695M [05/21 13:49:28 d2.utils.events]: eta: 1 day, 1:31:19 iter: 141749 total_loss: 8.14 loss_class: 0.2245 loss_bbox: 0.0986 loss_giou: 0.3526 loss_class_0: 0.2505 loss_bbox_0: 0.1099 loss_giou_0: 0.3702 loss_class_1: 0.2391 loss_bbox_1: 0.1043 loss_giou_1: 0.3596 loss_class_2: 0.2319 loss_bbox_2: 0.1006 loss_giou_2: 0.3533 loss_class_3: 0.2294 loss_bbox_3: 0.09982 loss_giou_3: 0.3546 loss_class_4: 0.227 loss_bbox_4: 0.09897 loss_giou_4: 0.3525 loss_class_enc: 0.2639 loss_bbox_enc: 0.1211 loss_giou_enc: 0.3889 loss_class_dn: 0.03594 loss_bbox_dn: 0.1198 loss_giou_dn: 0.3177 loss_class_dn_0: 0.08833 loss_bbox_dn_0: 0.2075 loss_giou_dn_0: 0.4693 loss_class_dn_1: 0.05818 loss_bbox_dn_1: 0.1457 loss_giou_dn_1: 0.3614 loss_class_dn_2: 0.0452 loss_bbox_dn_2: 0.1271 loss_giou_dn_2: 0.3283 loss_class_dn_3: 0.03968 loss_bbox_dn_3: 0.1223 loss_giou_dn_3: 0.3197 loss_class_dn_4: 0.03653 loss_bbox_dn_4: 0.1198 loss_giou_dn_4: 0.3177 time: 1.1188 data_time: 0.0978 lr: 0.0001 max_mem: 43695M [05/21 13:50:25 d2.utils.events]: eta: 1 day, 1:29:04 iter: 141799 total_loss: 8.374 loss_class: 0.2253 loss_bbox: 0.1018 loss_giou: 0.3585 loss_class_0: 0.2497 loss_bbox_0: 0.1158 loss_giou_0: 0.3809 loss_class_1: 0.2382 loss_bbox_1: 0.1078 loss_giou_1: 0.3703 loss_class_2: 0.2327 loss_bbox_2: 0.1041 loss_giou_2: 0.3625 loss_class_3: 0.2289 loss_bbox_3: 0.1037 loss_giou_3: 0.36 loss_class_4: 0.2261 loss_bbox_4: 0.1014 loss_giou_4: 0.3591 loss_class_enc: 0.2659 loss_bbox_enc: 0.1225 loss_giou_enc: 0.3996 loss_class_dn: 0.03517 loss_bbox_dn: 0.1264 loss_giou_dn: 0.3293 loss_class_dn_0: 0.08734 loss_bbox_dn_0: 0.2018 loss_giou_dn_0: 0.4795 loss_class_dn_1: 0.05702 loss_bbox_dn_1: 0.1463 loss_giou_dn_1: 0.3691 loss_class_dn_2: 0.04604 loss_bbox_dn_2: 0.1303 loss_giou_dn_2: 0.3378 loss_class_dn_3: 0.04003 loss_bbox_dn_3: 0.1274 loss_giou_dn_3: 0.3309 loss_class_dn_4: 0.03588 loss_bbox_dn_4: 0.1264 loss_giou_dn_4: 0.3292 time: 1.1188 data_time: 0.0951 lr: 0.0001 max_mem: 43695M [05/21 13:51:21 d2.utils.events]: eta: 1 day, 1:26:01 iter: 141849 total_loss: 8.262 loss_class: 0.2226 loss_bbox: 0.1005 loss_giou: 0.3444 loss_class_0: 0.2491 loss_bbox_0: 0.1109 loss_giou_0: 0.3668 loss_class_1: 0.2342 loss_bbox_1: 0.1061 loss_giou_1: 0.3565 loss_class_2: 0.2302 loss_bbox_2: 0.1021 loss_giou_2: 0.3488 loss_class_3: 0.2283 loss_bbox_3: 0.1005 loss_giou_3: 0.3475 loss_class_4: 0.2236 loss_bbox_4: 0.1001 loss_giou_4: 0.3447 loss_class_enc: 0.2652 loss_bbox_enc: 0.1202 loss_giou_enc: 0.3896 loss_class_dn: 0.03805 loss_bbox_dn: 0.123 loss_giou_dn: 0.3159 loss_class_dn_0: 0.09343 loss_bbox_dn_0: 0.1988 loss_giou_dn_0: 0.4688 loss_class_dn_1: 0.06179 loss_bbox_dn_1: 0.1452 loss_giou_dn_1: 0.3606 loss_class_dn_2: 0.04706 loss_bbox_dn_2: 0.1267 loss_giou_dn_2: 0.3263 loss_class_dn_3: 0.04206 loss_bbox_dn_3: 0.1238 loss_giou_dn_3: 0.3176 loss_class_dn_4: 0.03933 loss_bbox_dn_4: 0.123 loss_giou_dn_4: 0.3158 time: 1.1188 data_time: 0.0931 lr: 0.0001 max_mem: 43695M [05/21 13:52:17 d2.utils.events]: eta: 1 day, 1:23:16 iter: 141899 total_loss: 8.348 loss_class: 0.2251 loss_bbox: 0.1026 loss_giou: 0.3517 loss_class_0: 0.2547 loss_bbox_0: 0.1121 loss_giou_0: 0.3706 loss_class_1: 0.2399 loss_bbox_1: 0.1057 loss_giou_1: 0.3596 loss_class_2: 0.2323 loss_bbox_2: 0.1047 loss_giou_2: 0.3555 loss_class_3: 0.2282 loss_bbox_3: 0.104 loss_giou_3: 0.3543 loss_class_4: 0.226 loss_bbox_4: 0.1031 loss_giou_4: 0.3525 loss_class_enc: 0.2705 loss_bbox_enc: 0.121 loss_giou_enc: 0.3927 loss_class_dn: 0.03702 loss_bbox_dn: 0.1209 loss_giou_dn: 0.3233 loss_class_dn_0: 0.08874 loss_bbox_dn_0: 0.2038 loss_giou_dn_0: 0.4737 loss_class_dn_1: 0.05943 loss_bbox_dn_1: 0.1428 loss_giou_dn_1: 0.3648 loss_class_dn_2: 0.04645 loss_bbox_dn_2: 0.1269 loss_giou_dn_2: 0.3324 loss_class_dn_3: 0.04161 loss_bbox_dn_3: 0.1227 loss_giou_dn_3: 0.3256 loss_class_dn_4: 0.03811 loss_bbox_dn_4: 0.1209 loss_giou_dn_4: 0.3232 time: 1.1188 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 13:53:14 d2.utils.events]: eta: 1 day, 1:20:05 iter: 141949 total_loss: 8.136 loss_class: 0.2197 loss_bbox: 0.0991 loss_giou: 0.3503 loss_class_0: 0.2475 loss_bbox_0: 0.1107 loss_giou_0: 0.3685 loss_class_1: 0.2373 loss_bbox_1: 0.1041 loss_giou_1: 0.3582 loss_class_2: 0.228 loss_bbox_2: 0.103 loss_giou_2: 0.3557 loss_class_3: 0.2234 loss_bbox_3: 0.1014 loss_giou_3: 0.3531 loss_class_4: 0.2206 loss_bbox_4: 0.09942 loss_giou_4: 0.35 loss_class_enc: 0.2583 loss_bbox_enc: 0.1204 loss_giou_enc: 0.3896 loss_class_dn: 0.03596 loss_bbox_dn: 0.118 loss_giou_dn: 0.3154 loss_class_dn_0: 0.08839 loss_bbox_dn_0: 0.2006 loss_giou_dn_0: 0.465 loss_class_dn_1: 0.05949 loss_bbox_dn_1: 0.1393 loss_giou_dn_1: 0.3578 loss_class_dn_2: 0.04608 loss_bbox_dn_2: 0.1226 loss_giou_dn_2: 0.3259 loss_class_dn_3: 0.04056 loss_bbox_dn_3: 0.1194 loss_giou_dn_3: 0.3174 loss_class_dn_4: 0.03686 loss_bbox_dn_4: 0.118 loss_giou_dn_4: 0.3154 time: 1.1188 data_time: 0.1058 lr: 0.0001 max_mem: 43695M [05/21 13:54:11 d2.utils.events]: eta: 1 day, 1:18:51 iter: 141999 total_loss: 7.942 loss_class: 0.2152 loss_bbox: 0.09862 loss_giou: 0.3369 loss_class_0: 0.2399 loss_bbox_0: 0.108 loss_giou_0: 0.3535 loss_class_1: 0.2276 loss_bbox_1: 0.1027 loss_giou_1: 0.3467 loss_class_2: 0.2232 loss_bbox_2: 0.09882 loss_giou_2: 0.3412 loss_class_3: 0.2215 loss_bbox_3: 0.09838 loss_giou_3: 0.3381 loss_class_4: 0.2164 loss_bbox_4: 0.09895 loss_giou_4: 0.3363 loss_class_enc: 0.2545 loss_bbox_enc: 0.1167 loss_giou_enc: 0.375 loss_class_dn: 0.03543 loss_bbox_dn: 0.1209 loss_giou_dn: 0.3086 loss_class_dn_0: 0.08899 loss_bbox_dn_0: 0.2011 loss_giou_dn_0: 0.4645 loss_class_dn_1: 0.05835 loss_bbox_dn_1: 0.1426 loss_giou_dn_1: 0.3507 loss_class_dn_2: 0.04379 loss_bbox_dn_2: 0.126 loss_giou_dn_2: 0.3184 loss_class_dn_3: 0.03919 loss_bbox_dn_3: 0.1219 loss_giou_dn_3: 0.311 loss_class_dn_4: 0.03597 loss_bbox_dn_4: 0.1209 loss_giou_dn_4: 0.3084 time: 1.1188 data_time: 0.1012 lr: 0.0001 max_mem: 43695M [05/21 13:55:08 d2.utils.events]: eta: 1 day, 1:20:09 iter: 142049 total_loss: 8.29 loss_class: 0.222 loss_bbox: 0.09783 loss_giou: 0.3447 loss_class_0: 0.2472 loss_bbox_0: 0.1077 loss_giou_0: 0.3689 loss_class_1: 0.2358 loss_bbox_1: 0.1026 loss_giou_1: 0.3539 loss_class_2: 0.2304 loss_bbox_2: 0.09835 loss_giou_2: 0.349 loss_class_3: 0.2245 loss_bbox_3: 0.09797 loss_giou_3: 0.345 loss_class_4: 0.223 loss_bbox_4: 0.09772 loss_giou_4: 0.3445 loss_class_enc: 0.2659 loss_bbox_enc: 0.1201 loss_giou_enc: 0.3902 loss_class_dn: 0.03717 loss_bbox_dn: 0.1212 loss_giou_dn: 0.3195 loss_class_dn_0: 0.08895 loss_bbox_dn_0: 0.2041 loss_giou_dn_0: 0.4699 loss_class_dn_1: 0.06056 loss_bbox_dn_1: 0.1455 loss_giou_dn_1: 0.3637 loss_class_dn_2: 0.04683 loss_bbox_dn_2: 0.127 loss_giou_dn_2: 0.3315 loss_class_dn_3: 0.04261 loss_bbox_dn_3: 0.1223 loss_giou_dn_3: 0.3213 loss_class_dn_4: 0.03795 loss_bbox_dn_4: 0.1212 loss_giou_dn_4: 0.3195 time: 1.1189 data_time: 0.0932 lr: 0.0001 max_mem: 43695M [05/21 13:56:05 d2.utils.events]: eta: 1 day, 1:19:30 iter: 142099 total_loss: 8.216 loss_class: 0.2258 loss_bbox: 0.09778 loss_giou: 0.348 loss_class_0: 0.2538 loss_bbox_0: 0.1112 loss_giou_0: 0.3732 loss_class_1: 0.239 loss_bbox_1: 0.1052 loss_giou_1: 0.362 loss_class_2: 0.232 loss_bbox_2: 0.1018 loss_giou_2: 0.3547 loss_class_3: 0.2291 loss_bbox_3: 0.09869 loss_giou_3: 0.3499 loss_class_4: 0.226 loss_bbox_4: 0.09807 loss_giou_4: 0.3497 loss_class_enc: 0.2676 loss_bbox_enc: 0.1254 loss_giou_enc: 0.396 loss_class_dn: 0.03486 loss_bbox_dn: 0.1252 loss_giou_dn: 0.3255 loss_class_dn_0: 0.08764 loss_bbox_dn_0: 0.2044 loss_giou_dn_0: 0.4791 loss_class_dn_1: 0.05593 loss_bbox_dn_1: 0.1472 loss_giou_dn_1: 0.3691 loss_class_dn_2: 0.04417 loss_bbox_dn_2: 0.1293 loss_giou_dn_2: 0.3364 loss_class_dn_3: 0.03854 loss_bbox_dn_3: 0.1259 loss_giou_dn_3: 0.3275 loss_class_dn_4: 0.03618 loss_bbox_dn_4: 0.1252 loss_giou_dn_4: 0.3253 time: 1.1189 data_time: 0.0915 lr: 0.0001 max_mem: 43695M [05/21 13:57:01 d2.utils.events]: eta: 1 day, 1:17:41 iter: 142149 total_loss: 7.973 loss_class: 0.2166 loss_bbox: 0.09834 loss_giou: 0.3394 loss_class_0: 0.2448 loss_bbox_0: 0.1121 loss_giou_0: 0.3587 loss_class_1: 0.2312 loss_bbox_1: 0.1055 loss_giou_1: 0.3497 loss_class_2: 0.2236 loss_bbox_2: 0.1009 loss_giou_2: 0.3422 loss_class_3: 0.2196 loss_bbox_3: 0.09921 loss_giou_3: 0.3402 loss_class_4: 0.217 loss_bbox_4: 0.09889 loss_giou_4: 0.3391 loss_class_enc: 0.2571 loss_bbox_enc: 0.1212 loss_giou_enc: 0.3837 loss_class_dn: 0.03443 loss_bbox_dn: 0.1208 loss_giou_dn: 0.3109 loss_class_dn_0: 0.0862 loss_bbox_dn_0: 0.2053 loss_giou_dn_0: 0.4635 loss_class_dn_1: 0.05503 loss_bbox_dn_1: 0.1431 loss_giou_dn_1: 0.3559 loss_class_dn_2: 0.0438 loss_bbox_dn_2: 0.1252 loss_giou_dn_2: 0.3242 loss_class_dn_3: 0.03922 loss_bbox_dn_3: 0.1216 loss_giou_dn_3: 0.3139 loss_class_dn_4: 0.03616 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3108 time: 1.1189 data_time: 0.0961 lr: 0.0001 max_mem: 43695M [05/21 13:57:58 d2.utils.events]: eta: 1 day, 1:18:39 iter: 142199 total_loss: 8.221 loss_class: 0.2238 loss_bbox: 0.09951 loss_giou: 0.3431 loss_class_0: 0.2499 loss_bbox_0: 0.1121 loss_giou_0: 0.362 loss_class_1: 0.2379 loss_bbox_1: 0.1049 loss_giou_1: 0.3521 loss_class_2: 0.2316 loss_bbox_2: 0.1017 loss_giou_2: 0.3486 loss_class_3: 0.2273 loss_bbox_3: 0.1001 loss_giou_3: 0.3442 loss_class_4: 0.2242 loss_bbox_4: 0.09991 loss_giou_4: 0.3434 loss_class_enc: 0.2659 loss_bbox_enc: 0.1216 loss_giou_enc: 0.384 loss_class_dn: 0.03718 loss_bbox_dn: 0.1313 loss_giou_dn: 0.3179 loss_class_dn_0: 0.09113 loss_bbox_dn_0: 0.2165 loss_giou_dn_0: 0.4669 loss_class_dn_1: 0.06034 loss_bbox_dn_1: 0.1554 loss_giou_dn_1: 0.3592 loss_class_dn_2: 0.04773 loss_bbox_dn_2: 0.1348 loss_giou_dn_2: 0.3288 loss_class_dn_3: 0.04209 loss_bbox_dn_3: 0.1318 loss_giou_dn_3: 0.32 loss_class_dn_4: 0.03835 loss_bbox_dn_4: 0.1312 loss_giou_dn_4: 0.3181 time: 1.1189 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 13:58:55 d2.utils.events]: eta: 1 day, 1:18:33 iter: 142249 total_loss: 8.203 loss_class: 0.2256 loss_bbox: 0.09534 loss_giou: 0.3569 loss_class_0: 0.2509 loss_bbox_0: 0.1085 loss_giou_0: 0.3763 loss_class_1: 0.2391 loss_bbox_1: 0.1013 loss_giou_1: 0.3646 loss_class_2: 0.231 loss_bbox_2: 0.09731 loss_giou_2: 0.3603 loss_class_3: 0.23 loss_bbox_3: 0.09652 loss_giou_3: 0.357 loss_class_4: 0.2265 loss_bbox_4: 0.09505 loss_giou_4: 0.3571 loss_class_enc: 0.2642 loss_bbox_enc: 0.1164 loss_giou_enc: 0.3995 loss_class_dn: 0.03477 loss_bbox_dn: 0.113 loss_giou_dn: 0.3187 loss_class_dn_0: 0.08788 loss_bbox_dn_0: 0.2003 loss_giou_dn_0: 0.4725 loss_class_dn_1: 0.05684 loss_bbox_dn_1: 0.1355 loss_giou_dn_1: 0.3581 loss_class_dn_2: 0.04431 loss_bbox_dn_2: 0.1188 loss_giou_dn_2: 0.3292 loss_class_dn_3: 0.03984 loss_bbox_dn_3: 0.1147 loss_giou_dn_3: 0.3202 loss_class_dn_4: 0.03601 loss_bbox_dn_4: 0.113 loss_giou_dn_4: 0.3186 time: 1.1189 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 13:59:52 d2.utils.events]: eta: 1 day, 1:18:52 iter: 142299 total_loss: 8.238 loss_class: 0.2236 loss_bbox: 0.1017 loss_giou: 0.352 loss_class_0: 0.2456 loss_bbox_0: 0.1132 loss_giou_0: 0.3717 loss_class_1: 0.234 loss_bbox_1: 0.107 loss_giou_1: 0.3625 loss_class_2: 0.2308 loss_bbox_2: 0.1028 loss_giou_2: 0.3563 loss_class_3: 0.2254 loss_bbox_3: 0.1016 loss_giou_3: 0.3536 loss_class_4: 0.2243 loss_bbox_4: 0.1014 loss_giou_4: 0.3521 loss_class_enc: 0.2619 loss_bbox_enc: 0.1236 loss_giou_enc: 0.3923 loss_class_dn: 0.03712 loss_bbox_dn: 0.12 loss_giou_dn: 0.3233 loss_class_dn_0: 0.08919 loss_bbox_dn_0: 0.1953 loss_giou_dn_0: 0.4694 loss_class_dn_1: 0.05958 loss_bbox_dn_1: 0.1372 loss_giou_dn_1: 0.3638 loss_class_dn_2: 0.04744 loss_bbox_dn_2: 0.1244 loss_giou_dn_2: 0.3337 loss_class_dn_3: 0.04217 loss_bbox_dn_3: 0.1205 loss_giou_dn_3: 0.3251 loss_class_dn_4: 0.03792 loss_bbox_dn_4: 0.12 loss_giou_dn_4: 0.3231 time: 1.1189 data_time: 0.0994 lr: 0.0001 max_mem: 43695M [05/21 14:00:49 d2.utils.events]: eta: 1 day, 1:18:56 iter: 142349 total_loss: 7.958 loss_class: 0.2117 loss_bbox: 0.09481 loss_giou: 0.3429 loss_class_0: 0.2379 loss_bbox_0: 0.1046 loss_giou_0: 0.362 loss_class_1: 0.2255 loss_bbox_1: 0.1005 loss_giou_1: 0.353 loss_class_2: 0.2187 loss_bbox_2: 0.09846 loss_giou_2: 0.3483 loss_class_3: 0.2151 loss_bbox_3: 0.09598 loss_giou_3: 0.3439 loss_class_4: 0.2122 loss_bbox_4: 0.09493 loss_giou_4: 0.3429 loss_class_enc: 0.2566 loss_bbox_enc: 0.1134 loss_giou_enc: 0.3807 loss_class_dn: 0.03525 loss_bbox_dn: 0.113 loss_giou_dn: 0.3185 loss_class_dn_0: 0.08786 loss_bbox_dn_0: 0.1922 loss_giou_dn_0: 0.4668 loss_class_dn_1: 0.05625 loss_bbox_dn_1: 0.1355 loss_giou_dn_1: 0.3603 loss_class_dn_2: 0.04534 loss_bbox_dn_2: 0.1184 loss_giou_dn_2: 0.328 loss_class_dn_3: 0.03921 loss_bbox_dn_3: 0.1141 loss_giou_dn_3: 0.3208 loss_class_dn_4: 0.03622 loss_bbox_dn_4: 0.113 loss_giou_dn_4: 0.3182 time: 1.1189 data_time: 0.0935 lr: 0.0001 max_mem: 43695M [05/21 14:01:46 d2.utils.events]: eta: 1 day, 1:18:01 iter: 142399 total_loss: 8.286 loss_class: 0.2269 loss_bbox: 0.09868 loss_giou: 0.356 loss_class_0: 0.2544 loss_bbox_0: 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0.3821 loss_class_1: 0.2418 loss_bbox_1: 0.1042 loss_giou_1: 0.37 loss_class_2: 0.2376 loss_bbox_2: 0.1014 loss_giou_2: 0.3657 loss_class_3: 0.2354 loss_bbox_3: 0.09879 loss_giou_3: 0.3613 loss_class_4: 0.2291 loss_bbox_4: 0.09857 loss_giou_4: 0.3606 loss_class_enc: 0.2715 loss_bbox_enc: 0.1178 loss_giou_enc: 0.406 loss_class_dn: 0.03701 loss_bbox_dn: 0.1166 loss_giou_dn: 0.3314 loss_class_dn_0: 0.09082 loss_bbox_dn_0: 0.1998 loss_giou_dn_0: 0.4835 loss_class_dn_1: 0.06272 loss_bbox_dn_1: 0.1408 loss_giou_dn_1: 0.3755 loss_class_dn_2: 0.04871 loss_bbox_dn_2: 0.1228 loss_giou_dn_2: 0.3425 loss_class_dn_3: 0.04262 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.3339 loss_class_dn_4: 0.03801 loss_bbox_dn_4: 0.1165 loss_giou_dn_4: 0.3313 time: 1.1189 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 14:05:34 d2.utils.events]: eta: 1 day, 1:18:43 iter: 142599 total_loss: 8.005 loss_class: 0.2227 loss_bbox: 0.09661 loss_giou: 0.3497 loss_class_0: 0.2492 loss_bbox_0: 0.1076 loss_giou_0: 0.3681 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loss_bbox_1: 0.1036 loss_giou_1: 0.3529 loss_class_2: 0.2297 loss_bbox_2: 0.1013 loss_giou_2: 0.3459 loss_class_3: 0.2268 loss_bbox_3: 0.1001 loss_giou_3: 0.3403 loss_class_4: 0.224 loss_bbox_4: 0.09867 loss_giou_4: 0.3394 loss_class_enc: 0.2633 loss_bbox_enc: 0.1197 loss_giou_enc: 0.3832 loss_class_dn: 0.03534 loss_bbox_dn: 0.1189 loss_giou_dn: 0.3219 loss_class_dn_0: 0.08799 loss_bbox_dn_0: 0.1997 loss_giou_dn_0: 0.4709 loss_class_dn_1: 0.05822 loss_bbox_dn_1: 0.1433 loss_giou_dn_1: 0.3633 loss_class_dn_2: 0.04563 loss_bbox_dn_2: 0.1244 loss_giou_dn_2: 0.3321 loss_class_dn_3: 0.04037 loss_bbox_dn_3: 0.1206 loss_giou_dn_3: 0.3245 loss_class_dn_4: 0.03672 loss_bbox_dn_4: 0.119 loss_giou_dn_4: 0.3219 time: 1.1189 data_time: 0.0958 lr: 0.0001 max_mem: 43695M [05/21 14:08:24 d2.utils.events]: eta: 1 day, 1:15:12 iter: 142749 total_loss: 8.181 loss_class: 0.2204 loss_bbox: 0.09853 loss_giou: 0.3526 loss_class_0: 0.2463 loss_bbox_0: 0.1088 loss_giou_0: 0.3707 loss_class_1: 0.2331 loss_bbox_1: 0.1027 loss_giou_1: 0.3611 loss_class_2: 0.225 loss_bbox_2: 0.1003 loss_giou_2: 0.3556 loss_class_3: 0.2227 loss_bbox_3: 0.09894 loss_giou_3: 0.3531 loss_class_4: 0.2197 loss_bbox_4: 0.09825 loss_giou_4: 0.3514 loss_class_enc: 0.2625 loss_bbox_enc: 0.1192 loss_giou_enc: 0.3928 loss_class_dn: 0.03757 loss_bbox_dn: 0.117 loss_giou_dn: 0.3163 loss_class_dn_0: 0.08786 loss_bbox_dn_0: 0.2045 loss_giou_dn_0: 0.4766 loss_class_dn_1: 0.0581 loss_bbox_dn_1: 0.1411 loss_giou_dn_1: 0.3628 loss_class_dn_2: 0.04598 loss_bbox_dn_2: 0.1225 loss_giou_dn_2: 0.3281 loss_class_dn_3: 0.04206 loss_bbox_dn_3: 0.1181 loss_giou_dn_3: 0.3193 loss_class_dn_4: 0.03822 loss_bbox_dn_4: 0.1171 loss_giou_dn_4: 0.3163 time: 1.1189 data_time: 0.1041 lr: 0.0001 max_mem: 43695M [05/21 14:09:20 d2.utils.events]: eta: 1 day, 1:15:02 iter: 142799 total_loss: 8.069 loss_class: 0.2224 loss_bbox: 0.09965 loss_giou: 0.3501 loss_class_0: 0.2478 loss_bbox_0: 0.1112 loss_giou_0: 0.3729 loss_class_1: 0.2346 loss_bbox_1: 0.1055 loss_giou_1: 0.3604 loss_class_2: 0.2288 loss_bbox_2: 0.1012 loss_giou_2: 0.3543 loss_class_3: 0.227 loss_bbox_3: 0.1003 loss_giou_3: 0.351 loss_class_4: 0.2231 loss_bbox_4: 0.09971 loss_giou_4: 0.3504 loss_class_enc: 0.2622 loss_bbox_enc: 0.1225 loss_giou_enc: 0.3931 loss_class_dn: 0.03672 loss_bbox_dn: 0.119 loss_giou_dn: 0.3262 loss_class_dn_0: 0.08714 loss_bbox_dn_0: 0.2031 loss_giou_dn_0: 0.4677 loss_class_dn_1: 0.05777 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3645 loss_class_dn_2: 0.04553 loss_bbox_dn_2: 0.1254 loss_giou_dn_2: 0.3357 loss_class_dn_3: 0.04074 loss_bbox_dn_3: 0.1202 loss_giou_dn_3: 0.3276 loss_class_dn_4: 0.03748 loss_bbox_dn_4: 0.1189 loss_giou_dn_4: 0.3261 time: 1.1189 data_time: 0.0962 lr: 0.0001 max_mem: 43695M [05/21 14:10:17 d2.utils.events]: eta: 1 day, 1:15:55 iter: 142849 total_loss: 8.233 loss_class: 0.2223 loss_bbox: 0.09908 loss_giou: 0.3589 loss_class_0: 0.2558 loss_bbox_0: 0.1082 loss_giou_0: 0.3792 loss_class_1: 0.2422 loss_bbox_1: 0.1039 loss_giou_1: 0.3666 loss_class_2: 0.2361 loss_bbox_2: 0.1006 loss_giou_2: 0.363 loss_class_3: 0.2325 loss_bbox_3: 0.09932 loss_giou_3: 0.3601 loss_class_4: 0.225 loss_bbox_4: 0.09964 loss_giou_4: 0.3582 loss_class_enc: 0.2694 loss_bbox_enc: 0.1182 loss_giou_enc: 0.4043 loss_class_dn: 0.03644 loss_bbox_dn: 0.1204 loss_giou_dn: 0.3241 loss_class_dn_0: 0.09083 loss_bbox_dn_0: 0.2043 loss_giou_dn_0: 0.4722 loss_class_dn_1: 0.05874 loss_bbox_dn_1: 0.1421 loss_giou_dn_1: 0.3661 loss_class_dn_2: 0.04697 loss_bbox_dn_2: 0.1237 loss_giou_dn_2: 0.3338 loss_class_dn_3: 0.04045 loss_bbox_dn_3: 0.1212 loss_giou_dn_3: 0.3254 loss_class_dn_4: 0.03744 loss_bbox_dn_4: 0.1204 loss_giou_dn_4: 0.3238 time: 1.1189 data_time: 0.1007 lr: 0.0001 max_mem: 43695M [05/21 14:11:14 d2.utils.events]: eta: 1 day, 1:15:49 iter: 142899 total_loss: 8.049 loss_class: 0.2155 loss_bbox: 0.0997 loss_giou: 0.3397 loss_class_0: 0.2444 loss_bbox_0: 0.111 loss_giou_0: 0.3592 loss_class_1: 0.2304 loss_bbox_1: 0.1046 loss_giou_1: 0.3534 loss_class_2: 0.2243 loss_bbox_2: 0.1018 loss_giou_2: 0.345 loss_class_3: 0.2219 loss_bbox_3: 0.1003 loss_giou_3: 0.3418 loss_class_4: 0.2172 loss_bbox_4: 0.1001 loss_giou_4: 0.3409 loss_class_enc: 0.2591 loss_bbox_enc: 0.1187 loss_giou_enc: 0.3818 loss_class_dn: 0.03424 loss_bbox_dn: 0.1223 loss_giou_dn: 0.3085 loss_class_dn_0: 0.08633 loss_bbox_dn_0: 0.2008 loss_giou_dn_0: 0.4569 loss_class_dn_1: 0.05708 loss_bbox_dn_1: 0.1459 loss_giou_dn_1: 0.3536 loss_class_dn_2: 0.0452 loss_bbox_dn_2: 0.1272 loss_giou_dn_2: 0.3204 loss_class_dn_3: 0.03956 loss_bbox_dn_3: 0.1229 loss_giou_dn_3: 0.3108 loss_class_dn_4: 0.03518 loss_bbox_dn_4: 0.1222 loss_giou_dn_4: 0.3086 time: 1.1189 data_time: 0.0950 lr: 0.0001 max_mem: 43695M [05/21 14:12:10 d2.utils.events]: eta: 1 day, 1:15:06 iter: 142949 total_loss: 8.17 loss_class: 0.216 loss_bbox: 0.1 loss_giou: 0.3517 loss_class_0: 0.2464 loss_bbox_0: 0.111 loss_giou_0: 0.3709 loss_class_1: 0.2322 loss_bbox_1: 0.1055 loss_giou_1: 0.3585 loss_class_2: 0.2242 loss_bbox_2: 0.1027 loss_giou_2: 0.3555 loss_class_3: 0.2204 loss_bbox_3: 0.1006 loss_giou_3: 0.3526 loss_class_4: 0.2164 loss_bbox_4: 0.1 loss_giou_4: 0.3518 loss_class_enc: 0.2609 loss_bbox_enc: 0.1164 loss_giou_enc: 0.39 loss_class_dn: 0.03465 loss_bbox_dn: 0.1178 loss_giou_dn: 0.3203 loss_class_dn_0: 0.08655 loss_bbox_dn_0: 0.1995 loss_giou_dn_0: 0.4705 loss_class_dn_1: 0.05604 loss_bbox_dn_1: 0.1405 loss_giou_dn_1: 0.3597 loss_class_dn_2: 0.0445 loss_bbox_dn_2: 0.1227 loss_giou_dn_2: 0.3299 loss_class_dn_3: 0.03915 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.3224 loss_class_dn_4: 0.03493 loss_bbox_dn_4: 0.1179 loss_giou_dn_4: 0.3202 time: 1.1189 data_time: 0.1001 lr: 0.0001 max_mem: 43695M [05/21 14:13:07 d2.utils.events]: eta: 1 day, 1:14:11 iter: 142999 total_loss: 8.299 loss_class: 0.2212 loss_bbox: 0.09931 loss_giou: 0.3529 loss_class_0: 0.2489 loss_bbox_0: 0.1084 loss_giou_0: 0.3708 loss_class_1: 0.2369 loss_bbox_1: 0.102 loss_giou_1: 0.3598 loss_class_2: 0.2286 loss_bbox_2: 0.1002 loss_giou_2: 0.3568 loss_class_3: 0.2247 loss_bbox_3: 0.09973 loss_giou_3: 0.356 loss_class_4: 0.2205 loss_bbox_4: 0.09997 loss_giou_4: 0.3527 loss_class_enc: 0.263 loss_bbox_enc: 0.1197 loss_giou_enc: 0.3903 loss_class_dn: 0.03344 loss_bbox_dn: 0.1152 loss_giou_dn: 0.3269 loss_class_dn_0: 0.08514 loss_bbox_dn_0: 0.1923 loss_giou_dn_0: 0.4736 loss_class_dn_1: 0.05601 loss_bbox_dn_1: 0.1335 loss_giou_dn_1: 0.3653 loss_class_dn_2: 0.04456 loss_bbox_dn_2: 0.1201 loss_giou_dn_2: 0.3358 loss_class_dn_3: 0.03961 loss_bbox_dn_3: 0.1161 loss_giou_dn_3: 0.329 loss_class_dn_4: 0.03486 loss_bbox_dn_4: 0.1153 loss_giou_dn_4: 0.3269 time: 1.1189 data_time: 0.1033 lr: 0.0001 max_mem: 43695M [05/21 14:14:03 d2.utils.events]: eta: 1 day, 1:11:51 iter: 143049 total_loss: 8.076 loss_class: 0.2186 loss_bbox: 0.09883 loss_giou: 0.3481 loss_class_0: 0.2467 loss_bbox_0: 0.1095 loss_giou_0: 0.3667 loss_class_1: 0.2329 loss_bbox_1: 0.1031 loss_giou_1: 0.361 loss_class_2: 0.2277 loss_bbox_2: 0.1017 loss_giou_2: 0.3528 loss_class_3: 0.2225 loss_bbox_3: 0.1001 loss_giou_3: 0.3482 loss_class_4: 0.2196 loss_bbox_4: 0.09811 loss_giou_4: 0.3481 loss_class_enc: 0.2612 loss_bbox_enc: 0.1156 loss_giou_enc: 0.387 loss_class_dn: 0.03495 loss_bbox_dn: 0.1167 loss_giou_dn: 0.3146 loss_class_dn_0: 0.08991 loss_bbox_dn_0: 0.1937 loss_giou_dn_0: 0.4652 loss_class_dn_1: 0.05799 loss_bbox_dn_1: 0.1387 loss_giou_dn_1: 0.3534 loss_class_dn_2: 0.04358 loss_bbox_dn_2: 0.1217 loss_giou_dn_2: 0.3244 loss_class_dn_3: 0.03849 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.3163 loss_class_dn_4: 0.03619 loss_bbox_dn_4: 0.1167 loss_giou_dn_4: 0.3147 time: 1.1189 data_time: 0.0975 lr: 0.0001 max_mem: 43695M [05/21 14:15:00 d2.utils.events]: eta: 1 day, 1:09:34 iter: 143099 total_loss: 8.26 loss_class: 0.229 loss_bbox: 0.09869 loss_giou: 0.3476 loss_class_0: 0.251 loss_bbox_0: 0.1092 loss_giou_0: 0.3699 loss_class_1: 0.2425 loss_bbox_1: 0.1037 loss_giou_1: 0.356 loss_class_2: 0.235 loss_bbox_2: 0.1004 loss_giou_2: 0.3497 loss_class_3: 0.2334 loss_bbox_3: 0.09867 loss_giou_3: 0.3477 loss_class_4: 0.2295 loss_bbox_4: 0.0991 loss_giou_4: 0.3476 loss_class_enc: 0.2709 loss_bbox_enc: 0.1196 loss_giou_enc: 0.3916 loss_class_dn: 0.03624 loss_bbox_dn: 0.1199 loss_giou_dn: 0.3187 loss_class_dn_0: 0.08936 loss_bbox_dn_0: 0.1988 loss_giou_dn_0: 0.468 loss_class_dn_1: 0.06016 loss_bbox_dn_1: 0.1423 loss_giou_dn_1: 0.3613 loss_class_dn_2: 0.0458 loss_bbox_dn_2: 0.1236 loss_giou_dn_2: 0.3291 loss_class_dn_3: 0.04195 loss_bbox_dn_3: 0.1205 loss_giou_dn_3: 0.3203 loss_class_dn_4: 0.03702 loss_bbox_dn_4: 0.12 loss_giou_dn_4: 0.3185 time: 1.1189 data_time: 0.0995 lr: 0.0001 max_mem: 43695M [05/21 14:15:57 d2.utils.events]: eta: 1 day, 1:10:37 iter: 143149 total_loss: 8.309 loss_class: 0.2258 loss_bbox: 0.09978 loss_giou: 0.3551 loss_class_0: 0.255 loss_bbox_0: 0.1083 loss_giou_0: 0.3754 loss_class_1: 0.2386 loss_bbox_1: 0.1032 loss_giou_1: 0.3657 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0.2318 loss_bbox_2: 0.1018 loss_giou_2: 0.348 loss_class_3: 0.2281 loss_bbox_3: 0.09891 loss_giou_3: 0.3437 loss_class_4: 0.2241 loss_bbox_4: 0.09862 loss_giou_4: 0.3413 loss_class_enc: 0.2631 loss_bbox_enc: 0.1187 loss_giou_enc: 0.3829 loss_class_dn: 0.03833 loss_bbox_dn: 0.1216 loss_giou_dn: 0.318 loss_class_dn_0: 0.09237 loss_bbox_dn_0: 0.207 loss_giou_dn_0: 0.4651 loss_class_dn_1: 0.06168 loss_bbox_dn_1: 0.1435 loss_giou_dn_1: 0.3598 loss_class_dn_2: 0.04831 loss_bbox_dn_2: 0.1251 loss_giou_dn_2: 0.3282 loss_class_dn_3: 0.04305 loss_bbox_dn_3: 0.1227 loss_giou_dn_3: 0.3196 loss_class_dn_4: 0.03874 loss_bbox_dn_4: 0.1216 loss_giou_dn_4: 0.3178 time: 1.1189 data_time: 0.0925 lr: 0.0001 max_mem: 43695M [05/21 14:17:51 d2.utils.events]: eta: 1 day, 1:08:09 iter: 143249 total_loss: 8.221 loss_class: 0.2289 loss_bbox: 0.09859 loss_giou: 0.3517 loss_class_0: 0.2531 loss_bbox_0: 0.1093 loss_giou_0: 0.3731 loss_class_1: 0.2431 loss_bbox_1: 0.1028 loss_giou_1: 0.3585 loss_class_2: 0.2366 loss_bbox_2: 0.1012 loss_giou_2: 0.3563 loss_class_3: 0.233 loss_bbox_3: 0.09891 loss_giou_3: 0.3552 loss_class_4: 0.2301 loss_bbox_4: 0.09882 loss_giou_4: 0.3534 loss_class_enc: 0.2681 loss_bbox_enc: 0.1175 loss_giou_enc: 0.3946 loss_class_dn: 0.03611 loss_bbox_dn: 0.1148 loss_giou_dn: 0.3202 loss_class_dn_0: 0.08945 loss_bbox_dn_0: 0.1963 loss_giou_dn_0: 0.47 loss_class_dn_1: 0.05849 loss_bbox_dn_1: 0.1381 loss_giou_dn_1: 0.3621 loss_class_dn_2: 0.04539 loss_bbox_dn_2: 0.1205 loss_giou_dn_2: 0.3286 loss_class_dn_3: 0.04008 loss_bbox_dn_3: 0.1159 loss_giou_dn_3: 0.3215 loss_class_dn_4: 0.037 loss_bbox_dn_4: 0.1148 loss_giou_dn_4: 0.3198 time: 1.1189 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/21 14:18:48 d2.utils.events]: eta: 1 day, 1:07:28 iter: 143299 total_loss: 8.27 loss_class: 0.2233 loss_bbox: 0.09965 loss_giou: 0.3514 loss_class_0: 0.2493 loss_bbox_0: 0.1103 loss_giou_0: 0.3666 loss_class_1: 0.2368 loss_bbox_1: 0.1061 loss_giou_1: 0.3584 loss_class_2: 0.2303 loss_bbox_2: 0.1019 loss_giou_2: 0.355 loss_class_3: 0.2276 loss_bbox_3: 0.09973 loss_giou_3: 0.3536 loss_class_4: 0.2262 loss_bbox_4: 0.1003 loss_giou_4: 0.3519 loss_class_enc: 0.2644 loss_bbox_enc: 0.1198 loss_giou_enc: 0.3871 loss_class_dn: 0.03825 loss_bbox_dn: 0.1187 loss_giou_dn: 0.3201 loss_class_dn_0: 0.09014 loss_bbox_dn_0: 0.2005 loss_giou_dn_0: 0.4634 loss_class_dn_1: 0.0595 loss_bbox_dn_1: 0.1428 loss_giou_dn_1: 0.3627 loss_class_dn_2: 0.0472 loss_bbox_dn_2: 0.1244 loss_giou_dn_2: 0.3306 loss_class_dn_3: 0.04218 loss_bbox_dn_3: 0.1204 loss_giou_dn_3: 0.3226 loss_class_dn_4: 0.03874 loss_bbox_dn_4: 0.1187 loss_giou_dn_4: 0.3201 time: 1.1189 data_time: 0.0988 lr: 0.0001 max_mem: 43695M [05/21 14:19:43 d2.utils.events]: eta: 1 day, 1:04:23 iter: 143349 total_loss: 8.249 loss_class: 0.2262 loss_bbox: 0.09907 loss_giou: 0.358 loss_class_0: 0.2505 loss_bbox_0: 0.1117 loss_giou_0: 0.3773 loss_class_1: 0.2367 loss_bbox_1: 0.1056 loss_giou_1: 0.3683 loss_class_2: 0.2305 loss_bbox_2: 0.1015 loss_giou_2: 0.3623 loss_class_3: 0.2283 loss_bbox_3: 0.1002 loss_giou_3: 0.359 loss_class_4: 0.2271 loss_bbox_4: 0.09887 loss_giou_4: 0.3583 loss_class_enc: 0.2653 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3983 loss_class_dn: 0.03823 loss_bbox_dn: 0.1228 loss_giou_dn: 0.3252 loss_class_dn_0: 0.09354 loss_bbox_dn_0: 0.202 loss_giou_dn_0: 0.4731 loss_class_dn_1: 0.06155 loss_bbox_dn_1: 0.1423 loss_giou_dn_1: 0.3678 loss_class_dn_2: 0.04869 loss_bbox_dn_2: 0.1291 loss_giou_dn_2: 0.3357 loss_class_dn_3: 0.04317 loss_bbox_dn_3: 0.1249 loss_giou_dn_3: 0.3272 loss_class_dn_4: 0.03915 loss_bbox_dn_4: 0.1227 loss_giou_dn_4: 0.325 time: 1.1189 data_time: 0.0985 lr: 0.0001 max_mem: 43695M [05/21 14:20:40 d2.utils.events]: eta: 1 day, 1:03:14 iter: 143399 total_loss: 8.036 loss_class: 0.2274 loss_bbox: 0.09624 loss_giou: 0.3424 loss_class_0: 0.249 loss_bbox_0: 0.1091 loss_giou_0: 0.3671 loss_class_1: 0.2368 loss_bbox_1: 0.1023 loss_giou_1: 0.3543 loss_class_2: 0.2327 loss_bbox_2: 0.09852 loss_giou_2: 0.349 loss_class_3: 0.2299 loss_bbox_3: 0.09668 loss_giou_3: 0.3433 loss_class_4: 0.2273 loss_bbox_4: 0.09626 loss_giou_4: 0.3418 loss_class_enc: 0.2653 loss_bbox_enc: 0.1195 loss_giou_enc: 0.3906 loss_class_dn: 0.03519 loss_bbox_dn: 0.1168 loss_giou_dn: 0.312 loss_class_dn_0: 0.08698 loss_bbox_dn_0: 0.2014 loss_giou_dn_0: 0.4645 loss_class_dn_1: 0.05875 loss_bbox_dn_1: 0.1428 loss_giou_dn_1: 0.354 loss_class_dn_2: 0.04377 loss_bbox_dn_2: 0.1229 loss_giou_dn_2: 0.3212 loss_class_dn_3: 0.03891 loss_bbox_dn_3: 0.1186 loss_giou_dn_3: 0.3137 loss_class_dn_4: 0.03655 loss_bbox_dn_4: 0.1168 loss_giou_dn_4: 0.3119 time: 1.1189 data_time: 0.1026 lr: 0.0001 max_mem: 43695M [05/21 14:21:37 d2.utils.events]: eta: 1 day, 1:02:00 iter: 143449 total_loss: 8.036 loss_class: 0.2225 loss_bbox: 0.09716 loss_giou: 0.3451 loss_class_0: 0.247 loss_bbox_0: 0.1098 loss_giou_0: 0.3703 loss_class_1: 0.2358 loss_bbox_1: 0.1034 loss_giou_1: 0.3584 loss_class_2: 0.23 loss_bbox_2: 0.09957 loss_giou_2: 0.3522 loss_class_3: 0.2264 loss_bbox_3: 0.0993 loss_giou_3: 0.3479 loss_class_4: 0.2231 loss_bbox_4: 0.09772 loss_giou_4: 0.3461 loss_class_enc: 0.2608 loss_bbox_enc: 0.1226 loss_giou_enc: 0.392 loss_class_dn: 0.03513 loss_bbox_dn: 0.1167 loss_giou_dn: 0.3141 loss_class_dn_0: 0.0871 loss_bbox_dn_0: 0.1991 loss_giou_dn_0: 0.4652 loss_class_dn_1: 0.05704 loss_bbox_dn_1: 0.138 loss_giou_dn_1: 0.358 loss_class_dn_2: 0.04623 loss_bbox_dn_2: 0.121 loss_giou_dn_2: 0.3257 loss_class_dn_3: 0.04022 loss_bbox_dn_3: 0.1173 loss_giou_dn_3: 0.3167 loss_class_dn_4: 0.03645 loss_bbox_dn_4: 0.1167 loss_giou_dn_4: 0.3142 time: 1.1189 data_time: 0.1005 lr: 0.0001 max_mem: 43695M [05/21 14:22:33 d2.utils.events]: eta: 1 day, 1:01:05 iter: 143499 total_loss: 8.166 loss_class: 0.2236 loss_bbox: 0.1014 loss_giou: 0.3388 loss_class_0: 0.2493 loss_bbox_0: 0.112 loss_giou_0: 0.3622 loss_class_1: 0.2386 loss_bbox_1: 0.1044 loss_giou_1: 0.3501 loss_class_2: 0.232 loss_bbox_2: 0.1021 loss_giou_2: 0.3454 loss_class_3: 0.2285 loss_bbox_3: 0.1026 loss_giou_3: 0.3401 loss_class_4: 0.225 loss_bbox_4: 0.101 loss_giou_4: 0.3381 loss_class_enc: 0.2642 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3849 loss_class_dn: 0.03811 loss_bbox_dn: 0.1225 loss_giou_dn: 0.3119 loss_class_dn_0: 0.09113 loss_bbox_dn_0: 0.2057 loss_giou_dn_0: 0.4657 loss_class_dn_1: 0.06019 loss_bbox_dn_1: 0.1442 loss_giou_dn_1: 0.3568 loss_class_dn_2: 0.04814 loss_bbox_dn_2: 0.128 loss_giou_dn_2: 0.3239 loss_class_dn_3: 0.04339 loss_bbox_dn_3: 0.1235 loss_giou_dn_3: 0.3143 loss_class_dn_4: 0.03988 loss_bbox_dn_4: 0.1225 loss_giou_dn_4: 0.3119 time: 1.1189 data_time: 0.0948 lr: 0.0001 max_mem: 43695M [05/21 14:23:30 d2.utils.events]: eta: 1 day, 1:00:05 iter: 143549 total_loss: 7.969 loss_class: 0.2185 loss_bbox: 0.09632 loss_giou: 0.3471 loss_class_0: 0.2436 loss_bbox_0: 0.1076 loss_giou_0: 0.3704 loss_class_1: 0.2308 loss_bbox_1: 0.1023 loss_giou_1: 0.3571 loss_class_2: 0.2234 loss_bbox_2: 0.09717 loss_giou_2: 0.3501 loss_class_3: 0.2204 loss_bbox_3: 0.09648 loss_giou_3: 0.3481 loss_class_4: 0.2176 loss_bbox_4: 0.09645 loss_giou_4: 0.3464 loss_class_enc: 0.259 loss_bbox_enc: 0.1155 loss_giou_enc: 0.3905 loss_class_dn: 0.03415 loss_bbox_dn: 0.117 loss_giou_dn: 0.3207 loss_class_dn_0: 0.08502 loss_bbox_dn_0: 0.1917 loss_giou_dn_0: 0.4678 loss_class_dn_1: 0.0554 loss_bbox_dn_1: 0.135 loss_giou_dn_1: 0.3597 loss_class_dn_2: 0.04274 loss_bbox_dn_2: 0.1206 loss_giou_dn_2: 0.3299 loss_class_dn_3: 0.03748 loss_bbox_dn_3: 0.1174 loss_giou_dn_3: 0.322 loss_class_dn_4: 0.03497 loss_bbox_dn_4: 0.117 loss_giou_dn_4: 0.3204 time: 1.1189 data_time: 0.0967 lr: 0.0001 max_mem: 43695M [05/21 14:24:27 d2.utils.events]: eta: 1 day, 0:58:50 iter: 143599 total_loss: 7.984 loss_class: 0.2179 loss_bbox: 0.1015 loss_giou: 0.3365 loss_class_0: 0.2467 loss_bbox_0: 0.1123 loss_giou_0: 0.3563 loss_class_1: 0.2338 loss_bbox_1: 0.1055 loss_giou_1: 0.3449 loss_class_2: 0.2249 loss_bbox_2: 0.1044 loss_giou_2: 0.3414 loss_class_3: 0.2218 loss_bbox_3: 0.1012 loss_giou_3: 0.3385 loss_class_4: 0.2202 loss_bbox_4: 0.1007 loss_giou_4: 0.3362 loss_class_enc: 0.2645 loss_bbox_enc: 0.121 loss_giou_enc: 0.3738 loss_class_dn: 0.03661 loss_bbox_dn: 0.1208 loss_giou_dn: 0.3093 loss_class_dn_0: 0.08913 loss_bbox_dn_0: 0.206 loss_giou_dn_0: 0.4619 loss_class_dn_1: 0.05924 loss_bbox_dn_1: 0.1457 loss_giou_dn_1: 0.3523 loss_class_dn_2: 0.0462 loss_bbox_dn_2: 0.1273 loss_giou_dn_2: 0.3216 loss_class_dn_3: 0.04132 loss_bbox_dn_3: 0.1225 loss_giou_dn_3: 0.3119 loss_class_dn_4: 0.03773 loss_bbox_dn_4: 0.1208 loss_giou_dn_4: 0.3093 time: 1.1189 data_time: 0.1030 lr: 0.0001 max_mem: 43695M [05/21 14:25:24 d2.utils.events]: eta: 1 day, 0:58:04 iter: 143649 total_loss: 8.21 loss_class: 0.22 loss_bbox: 0.09897 loss_giou: 0.3509 loss_class_0: 0.2477 loss_bbox_0: 0.1112 loss_giou_0: 0.3707 loss_class_1: 0.2372 loss_bbox_1: 0.1044 loss_giou_1: 0.3594 loss_class_2: 0.2294 loss_bbox_2: 0.1024 loss_giou_2: 0.3543 loss_class_3: 0.2271 loss_bbox_3: 0.09977 loss_giou_3: 0.352 loss_class_4: 0.2231 loss_bbox_4: 0.09872 loss_giou_4: 0.3512 loss_class_enc: 0.2599 loss_bbox_enc: 0.1205 loss_giou_enc: 0.3918 loss_class_dn: 0.03529 loss_bbox_dn: 0.1198 loss_giou_dn: 0.3222 loss_class_dn_0: 0.08631 loss_bbox_dn_0: 0.2029 loss_giou_dn_0: 0.4697 loss_class_dn_1: 0.05647 loss_bbox_dn_1: 0.1433 loss_giou_dn_1: 0.3634 loss_class_dn_2: 0.04598 loss_bbox_dn_2: 0.1248 loss_giou_dn_2: 0.3329 loss_class_dn_3: 0.04027 loss_bbox_dn_3: 0.1216 loss_giou_dn_3: 0.3245 loss_class_dn_4: 0.03689 loss_bbox_dn_4: 0.1196 loss_giou_dn_4: 0.3221 time: 1.1189 data_time: 0.1015 lr: 0.0001 max_mem: 43695M [05/21 14:26:23 d2.utils.events]: eta: 1 day, 0:56:47 iter: 143699 total_loss: 8.16 loss_class: 0.2245 loss_bbox: 0.09815 loss_giou: 0.3542 loss_class_0: 0.2478 loss_bbox_0: 0.1072 loss_giou_0: 0.3776 loss_class_1: 0.2371 loss_bbox_1: 0.102 loss_giou_1: 0.3676 loss_class_2: 0.2309 loss_bbox_2: 0.09917 loss_giou_2: 0.3597 loss_class_3: 0.2289 loss_bbox_3: 0.09916 loss_giou_3: 0.356 loss_class_4: 0.2259 loss_bbox_4: 0.09795 loss_giou_4: 0.3538 loss_class_enc: 0.2645 loss_bbox_enc: 0.1178 loss_giou_enc: 0.3984 loss_class_dn: 0.03507 loss_bbox_dn: 0.1176 loss_giou_dn: 0.3205 loss_class_dn_0: 0.08924 loss_bbox_dn_0: 0.1962 loss_giou_dn_0: 0.4718 loss_class_dn_1: 0.05685 loss_bbox_dn_1: 0.1386 loss_giou_dn_1: 0.3622 loss_class_dn_2: 0.04438 loss_bbox_dn_2: 0.1223 loss_giou_dn_2: 0.3302 loss_class_dn_3: 0.03942 loss_bbox_dn_3: 0.1189 loss_giou_dn_3: 0.3219 loss_class_dn_4: 0.03602 loss_bbox_dn_4: 0.1175 loss_giou_dn_4: 0.3205 time: 1.1189 data_time: 0.1069 lr: 0.0001 max_mem: 43695M [05/21 14:27:20 d2.utils.events]: eta: 1 day, 0:55:00 iter: 143749 total_loss: 8.015 loss_class: 0.2212 loss_bbox: 0.09684 loss_giou: 0.3452 loss_class_0: 0.2468 loss_bbox_0: 0.1084 loss_giou_0: 0.3668 loss_class_1: 0.2346 loss_bbox_1: 0.1027 loss_giou_1: 0.3569 loss_class_2: 0.2281 loss_bbox_2: 0.1005 loss_giou_2: 0.3518 loss_class_3: 0.2266 loss_bbox_3: 0.09697 loss_giou_3: 0.346 loss_class_4: 0.2222 loss_bbox_4: 0.09692 loss_giou_4: 0.346 loss_class_enc: 0.2621 loss_bbox_enc: 0.1165 loss_giou_enc: 0.3845 loss_class_dn: 0.03376 loss_bbox_dn: 0.1177 loss_giou_dn: 0.3171 loss_class_dn_0: 0.08607 loss_bbox_dn_0: 0.1953 loss_giou_dn_0: 0.4598 loss_class_dn_1: 0.05683 loss_bbox_dn_1: 0.1365 loss_giou_dn_1: 0.3578 loss_class_dn_2: 0.04446 loss_bbox_dn_2: 0.1227 loss_giou_dn_2: 0.3267 loss_class_dn_3: 0.03825 loss_bbox_dn_3: 0.1188 loss_giou_dn_3: 0.3199 loss_class_dn_4: 0.03508 loss_bbox_dn_4: 0.1177 loss_giou_dn_4: 0.3172 time: 1.1189 data_time: 0.0932 lr: 0.0001 max_mem: 43695M [05/21 14:28:16 d2.utils.events]: eta: 1 day, 0:52:41 iter: 143799 total_loss: 8.096 loss_class: 0.2166 loss_bbox: 0.09564 loss_giou: 0.3436 loss_class_0: 0.2403 loss_bbox_0: 0.108 loss_giou_0: 0.3649 loss_class_1: 0.2299 loss_bbox_1: 0.1009 loss_giou_1: 0.3557 loss_class_2: 0.2244 loss_bbox_2: 0.09901 loss_giou_2: 0.3483 loss_class_3: 0.2206 loss_bbox_3: 0.09668 loss_giou_3: 0.3453 loss_class_4: 0.2169 loss_bbox_4: 0.09609 loss_giou_4: 0.3425 loss_class_enc: 0.2581 loss_bbox_enc: 0.1154 loss_giou_enc: 0.387 loss_class_dn: 0.03444 loss_bbox_dn: 0.1133 loss_giou_dn: 0.3153 loss_class_dn_0: 0.08456 loss_bbox_dn_0: 0.1903 loss_giou_dn_0: 0.4625 loss_class_dn_1: 0.05453 loss_bbox_dn_1: 0.1336 loss_giou_dn_1: 0.3587 loss_class_dn_2: 0.04268 loss_bbox_dn_2: 0.1171 loss_giou_dn_2: 0.3254 loss_class_dn_3: 0.03795 loss_bbox_dn_3: 0.1142 loss_giou_dn_3: 0.3168 loss_class_dn_4: 0.03554 loss_bbox_dn_4: 0.1134 loss_giou_dn_4: 0.3151 time: 1.1189 data_time: 0.0974 lr: 0.0001 max_mem: 43695M [05/21 14:29:12 d2.utils.events]: eta: 1 day, 0:51:59 iter: 143849 total_loss: 8.107 loss_class: 0.2234 loss_bbox: 0.09669 loss_giou: 0.3501 loss_class_0: 0.2535 loss_bbox_0: 0.1067 loss_giou_0: 0.366 loss_class_1: 0.2415 loss_bbox_1: 0.1021 loss_giou_1: 0.3573 loss_class_2: 0.2339 loss_bbox_2: 0.09931 loss_giou_2: 0.353 loss_class_3: 0.2286 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0.1032 loss_giou_3: 0.3549 loss_class_4: 0.2259 loss_bbox_4: 0.101 loss_giou_4: 0.3532 loss_class_enc: 0.2645 loss_bbox_enc: 0.1216 loss_giou_enc: 0.3958 loss_class_dn: 0.03575 loss_bbox_dn: 0.1232 loss_giou_dn: 0.3204 loss_class_dn_0: 0.08621 loss_bbox_dn_0: 0.198 loss_giou_dn_0: 0.4678 loss_class_dn_1: 0.05698 loss_bbox_dn_1: 0.1432 loss_giou_dn_1: 0.3618 loss_class_dn_2: 0.04434 loss_bbox_dn_2: 0.1261 loss_giou_dn_2: 0.3295 loss_class_dn_3: 0.03955 loss_bbox_dn_3: 0.1242 loss_giou_dn_3: 0.3224 loss_class_dn_4: 0.03655 loss_bbox_dn_4: 0.1232 loss_giou_dn_4: 0.3202 time: 1.1189 data_time: 0.1045 lr: 0.0001 max_mem: 43695M [05/21 14:31:05 d2.utils.events]: eta: 1 day, 0:50:16 iter: 143949 total_loss: 8.167 loss_class: 0.2254 loss_bbox: 0.09982 loss_giou: 0.3428 loss_class_0: 0.2515 loss_bbox_0: 0.112 loss_giou_0: 0.362 loss_class_1: 0.241 loss_bbox_1: 0.1039 loss_giou_1: 0.352 loss_class_2: 0.2344 loss_bbox_2: 0.1008 loss_giou_2: 0.3457 loss_class_3: 0.2303 loss_bbox_3: 0.1007 loss_giou_3: 0.3428 loss_class_4: 0.2283 loss_bbox_4: 0.09897 loss_giou_4: 0.3419 loss_class_enc: 0.2682 loss_bbox_enc: 0.1213 loss_giou_enc: 0.3845 loss_class_dn: 0.03512 loss_bbox_dn: 0.1233 loss_giou_dn: 0.3137 loss_class_dn_0: 0.08668 loss_bbox_dn_0: 0.2053 loss_giou_dn_0: 0.4665 loss_class_dn_1: 0.05688 loss_bbox_dn_1: 0.1469 loss_giou_dn_1: 0.3571 loss_class_dn_2: 0.04412 loss_bbox_dn_2: 0.1291 loss_giou_dn_2: 0.3276 loss_class_dn_3: 0.03887 loss_bbox_dn_3: 0.1243 loss_giou_dn_3: 0.3166 loss_class_dn_4: 0.03644 loss_bbox_dn_4: 0.1233 loss_giou_dn_4: 0.3135 time: 1.1189 data_time: 0.0897 lr: 0.0001 max_mem: 43695M [05/21 14:32:02 d2.utils.events]: eta: 1 day, 0:48:49 iter: 143999 total_loss: 8.14 loss_class: 0.2191 loss_bbox: 0.09678 loss_giou: 0.3484 loss_class_0: 0.2466 loss_bbox_0: 0.1088 loss_giou_0: 0.3695 loss_class_1: 0.2332 loss_bbox_1: 0.1023 loss_giou_1: 0.3572 loss_class_2: 0.2277 loss_bbox_2: 0.1003 loss_giou_2: 0.3519 loss_class_3: 0.2233 loss_bbox_3: 0.09856 loss_giou_3: 0.349 loss_class_4: 0.2211 loss_bbox_4: 0.09717 loss_giou_4: 0.3485 loss_class_enc: 0.2649 loss_bbox_enc: 0.1193 loss_giou_enc: 0.3888 loss_class_dn: 0.03538 loss_bbox_dn: 0.1211 loss_giou_dn: 0.3167 loss_class_dn_0: 0.08695 loss_bbox_dn_0: 0.2029 loss_giou_dn_0: 0.4641 loss_class_dn_1: 0.05848 loss_bbox_dn_1: 0.1467 loss_giou_dn_1: 0.3583 loss_class_dn_2: 0.04523 loss_bbox_dn_2: 0.1268 loss_giou_dn_2: 0.3264 loss_class_dn_3: 0.04025 loss_bbox_dn_3: 0.1224 loss_giou_dn_3: 0.3185 loss_class_dn_4: 0.03708 loss_bbox_dn_4: 0.1211 loss_giou_dn_4: 0.3166 time: 1.1189 data_time: 0.0956 lr: 0.0001 max_mem: 43695M [05/21 14:32:58 d2.utils.events]: eta: 1 day, 0:48:08 iter: 144049 total_loss: 8.138 loss_class: 0.218 loss_bbox: 0.09876 loss_giou: 0.3513 loss_class_0: 0.2453 loss_bbox_0: 0.1084 loss_giou_0: 0.3696 loss_class_1: 0.2322 loss_bbox_1: 0.1032 loss_giou_1: 0.3611 loss_class_2: 0.224 loss_bbox_2: 0.1007 loss_giou_2: 0.3544 loss_class_3: 0.2215 loss_bbox_3: 0.09994 loss_giou_3: 0.3534 loss_class_4: 0.2187 loss_bbox_4: 0.09944 loss_giou_4: 0.3522 loss_class_enc: 0.26 loss_bbox_enc: 0.1165 loss_giou_enc: 0.3879 loss_class_dn: 0.03369 loss_bbox_dn: 0.1179 loss_giou_dn: 0.3154 loss_class_dn_0: 0.08666 loss_bbox_dn_0: 0.1967 loss_giou_dn_0: 0.4617 loss_class_dn_1: 0.05653 loss_bbox_dn_1: 0.1406 loss_giou_dn_1: 0.3574 loss_class_dn_2: 0.04385 loss_bbox_dn_2: 0.1211 loss_giou_dn_2: 0.3268 loss_class_dn_3: 0.03784 loss_bbox_dn_3: 0.1191 loss_giou_dn_3: 0.318 loss_class_dn_4: 0.0344 loss_bbox_dn_4: 0.1179 loss_giou_dn_4: 0.3156 time: 1.1189 data_time: 0.0989 lr: 0.0001 max_mem: 43695M [05/21 14:33:54 d2.utils.events]: eta: 1 day, 0:47:13 iter: 144099 total_loss: 8.28 loss_class: 0.227 loss_bbox: 0.09903 loss_giou: 0.3614 loss_class_0: 0.2517 loss_bbox_0: 0.109 loss_giou_0: 0.3802 loss_class_1: 0.2411 loss_bbox_1: 0.1032 loss_giou_1: 0.3704 loss_class_2: 0.2337 loss_bbox_2: 0.1015 loss_giou_2: 0.3658 loss_class_3: 0.2299 loss_bbox_3: 0.09986 loss_giou_3: 0.3635 loss_class_4: 0.2271 loss_bbox_4: 0.09877 loss_giou_4: 0.3616 loss_class_enc: 0.2683 loss_bbox_enc: 0.1195 loss_giou_enc: 0.4026 loss_class_dn: 0.03598 loss_bbox_dn: 0.1148 loss_giou_dn: 0.3259 loss_class_dn_0: 0.09016 loss_bbox_dn_0: 0.1957 loss_giou_dn_0: 0.4783 loss_class_dn_1: 0.05859 loss_bbox_dn_1: 0.1366 loss_giou_dn_1: 0.3674 loss_class_dn_2: 0.04746 loss_bbox_dn_2: 0.12 loss_giou_dn_2: 0.337 loss_class_dn_3: 0.04063 loss_bbox_dn_3: 0.1154 loss_giou_dn_3: 0.3278 loss_class_dn_4: 0.03699 loss_bbox_dn_4: 0.1148 loss_giou_dn_4: 0.3256 time: 1.1189 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 14:34:51 d2.utils.events]: eta: 1 day, 0:46:11 iter: 144149 total_loss: 8.173 loss_class: 0.2232 loss_bbox: 0.1011 loss_giou: 0.3543 loss_class_0: 0.2498 loss_bbox_0: 0.1093 loss_giou_0: 0.3726 loss_class_1: 0.2353 loss_bbox_1: 0.1054 loss_giou_1: 0.3652 loss_class_2: 0.2321 loss_bbox_2: 0.1027 loss_giou_2: 0.3572 loss_class_3: 0.2279 loss_bbox_3: 0.1015 loss_giou_3: 0.3559 loss_class_4: 0.2246 loss_bbox_4: 0.1008 loss_giou_4: 0.3553 loss_class_enc: 0.2639 loss_bbox_enc: 0.1206 loss_giou_enc: 0.3939 loss_class_dn: 0.03658 loss_bbox_dn: 0.1213 loss_giou_dn: 0.3232 loss_class_dn_0: 0.08947 loss_bbox_dn_0: 0.1963 loss_giou_dn_0: 0.4757 loss_class_dn_1: 0.05932 loss_bbox_dn_1: 0.1406 loss_giou_dn_1: 0.3678 loss_class_dn_2: 0.04711 loss_bbox_dn_2: 0.1248 loss_giou_dn_2: 0.3336 loss_class_dn_3: 0.04065 loss_bbox_dn_3: 0.1217 loss_giou_dn_3: 0.3257 loss_class_dn_4: 0.03798 loss_bbox_dn_4: 0.1213 loss_giou_dn_4: 0.323 time: 1.1190 data_time: 0.0999 lr: 0.0001 max_mem: 43695M [05/21 14:35:48 d2.utils.events]: eta: 1 day, 0:45:33 iter: 144199 total_loss: 8.064 loss_class: 0.2252 loss_bbox: 0.09784 loss_giou: 0.3474 loss_class_0: 0.2506 loss_bbox_0: 0.1062 loss_giou_0: 0.3713 loss_class_1: 0.2373 loss_bbox_1: 0.1027 loss_giou_1: 0.3587 loss_class_2: 0.2294 loss_bbox_2: 0.101 loss_giou_2: 0.3528 loss_class_3: 0.2273 loss_bbox_3: 0.09796 loss_giou_3: 0.3497 loss_class_4: 0.2253 loss_bbox_4: 0.09819 loss_giou_4: 0.3474 loss_class_enc: 0.264 loss_bbox_enc: 0.1163 loss_giou_enc: 0.3916 loss_class_dn: 0.03755 loss_bbox_dn: 0.1119 loss_giou_dn: 0.3143 loss_class_dn_0: 0.08719 loss_bbox_dn_0: 0.1933 loss_giou_dn_0: 0.4635 loss_class_dn_1: 0.05829 loss_bbox_dn_1: 0.136 loss_giou_dn_1: 0.3551 loss_class_dn_2: 0.04695 loss_bbox_dn_2: 0.1181 loss_giou_dn_2: 0.3239 loss_class_dn_3: 0.0427 loss_bbox_dn_3: 0.113 loss_giou_dn_3: 0.3157 loss_class_dn_4: 0.03888 loss_bbox_dn_4: 0.1119 loss_giou_dn_4: 0.3141 time: 1.1190 data_time: 0.0946 lr: 0.0001 max_mem: 43695M [05/21 14:36:45 d2.utils.events]: eta: 1 day, 0:44:27 iter: 144249 total_loss: 8.308 loss_class: 0.2235 loss_bbox: 0.1004 loss_giou: 0.353 loss_class_0: 0.2586 loss_bbox_0: 0.1124 loss_giou_0: 0.3723 loss_class_1: 0.2421 loss_bbox_1: 0.1085 loss_giou_1: 0.3623 loss_class_2: 0.2329 loss_bbox_2: 0.1037 loss_giou_2: 0.3573 loss_class_3: 0.2315 loss_bbox_3: 0.1014 loss_giou_3: 0.3545 loss_class_4: 0.2265 loss_bbox_4: 0.1007 loss_giou_4: 0.3535 loss_class_enc: 0.2699 loss_bbox_enc: 0.124 loss_giou_enc: 0.3935 loss_class_dn: 0.03658 loss_bbox_dn: 0.1186 loss_giou_dn: 0.3258 loss_class_dn_0: 0.09152 loss_bbox_dn_0: 0.2014 loss_giou_dn_0: 0.4744 loss_class_dn_1: 0.0596 loss_bbox_dn_1: 0.1428 loss_giou_dn_1: 0.3668 loss_class_dn_2: 0.04683 loss_bbox_dn_2: 0.1246 loss_giou_dn_2: 0.3356 loss_class_dn_3: 0.04057 loss_bbox_dn_3: 0.12 loss_giou_dn_3: 0.3281 loss_class_dn_4: 0.03781 loss_bbox_dn_4: 0.1186 loss_giou_dn_4: 0.3257 time: 1.1190 data_time: 0.1042 lr: 0.0001 max_mem: 43695M [05/21 14:37:41 d2.utils.events]: eta: 1 day, 0:42:32 iter: 144299 total_loss: 8.238 loss_class: 0.2227 loss_bbox: 0.101 loss_giou: 0.3455 loss_class_0: 0.2482 loss_bbox_0: 0.1124 loss_giou_0: 0.3716 loss_class_1: 0.2382 loss_bbox_1: 0.1037 loss_giou_1: 0.3575 loss_class_2: 0.2298 loss_bbox_2: 0.1034 loss_giou_2: 0.3513 loss_class_3: 0.2273 loss_bbox_3: 0.1015 loss_giou_3: 0.3474 loss_class_4: 0.2242 loss_bbox_4: 0.1006 loss_giou_4: 0.345 loss_class_enc: 0.2668 loss_bbox_enc: 0.1225 loss_giou_enc: 0.3941 loss_class_dn: 0.03475 loss_bbox_dn: 0.1231 loss_giou_dn: 0.3192 loss_class_dn_0: 0.09038 loss_bbox_dn_0: 0.2051 loss_giou_dn_0: 0.4735 loss_class_dn_1: 0.05898 loss_bbox_dn_1: 0.1449 loss_giou_dn_1: 0.3648 loss_class_dn_2: 0.0456 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.3307 loss_class_dn_3: 0.0398 loss_bbox_dn_3: 0.1242 loss_giou_dn_3: 0.3208 loss_class_dn_4: 0.03643 loss_bbox_dn_4: 0.1231 loss_giou_dn_4: 0.319 time: 1.1190 data_time: 0.1031 lr: 0.0001 max_mem: 43695M [05/21 14:38:38 d2.utils.events]: eta: 1 day, 0:40:41 iter: 144349 total_loss: 8.1 loss_class: 0.227 loss_bbox: 0.09736 loss_giou: 0.3506 loss_class_0: 0.2566 loss_bbox_0: 0.1083 loss_giou_0: 0.3711 loss_class_1: 0.2426 loss_bbox_1: 0.1014 loss_giou_1: 0.3586 loss_class_2: 0.2337 loss_bbox_2: 0.09909 loss_giou_2: 0.3543 loss_class_3: 0.2313 loss_bbox_3: 0.09852 loss_giou_3: 0.3516 loss_class_4: 0.2293 loss_bbox_4: 0.09725 loss_giou_4: 0.3502 loss_class_enc: 0.2713 loss_bbox_enc: 0.1169 loss_giou_enc: 0.3944 loss_class_dn: 0.0371 loss_bbox_dn: 0.1147 loss_giou_dn: 0.3174 loss_class_dn_0: 0.09049 loss_bbox_dn_0: 0.1955 loss_giou_dn_0: 0.4715 loss_class_dn_1: 0.05883 loss_bbox_dn_1: 0.1377 loss_giou_dn_1: 0.3629 loss_class_dn_2: 0.04598 loss_bbox_dn_2: 0.1208 loss_giou_dn_2: 0.3299 loss_class_dn_3: 0.04128 loss_bbox_dn_3: 0.1163 loss_giou_dn_3: 0.32 loss_class_dn_4: 0.03824 loss_bbox_dn_4: 0.1147 loss_giou_dn_4: 0.3174 time: 1.1190 data_time: 0.1017 lr: 0.0001 max_mem: 43695M [05/21 14:39:34 d2.utils.events]: eta: 1 day, 0:39:19 iter: 144399 total_loss: 8.206 loss_class: 0.2237 loss_bbox: 0.1029 loss_giou: 0.3555 loss_class_0: 0.2502 loss_bbox_0: 0.114 loss_giou_0: 0.3745 loss_class_1: 0.242 loss_bbox_1: 0.1051 loss_giou_1: 0.3626 loss_class_2: 0.234 loss_bbox_2: 0.1028 loss_giou_2: 0.3574 loss_class_3: 0.2291 loss_bbox_3: 0.1016 loss_giou_3: 0.3559 loss_class_4: 0.2246 loss_bbox_4: 0.1027 loss_giou_4: 0.3554 loss_class_enc: 0.2651 loss_bbox_enc: 0.121 loss_giou_enc: 0.3941 loss_class_dn: 0.03655 loss_bbox_dn: 0.1172 loss_giou_dn: 0.3234 loss_class_dn_0: 0.08997 loss_bbox_dn_0: 0.1993 loss_giou_dn_0: 0.4748 loss_class_dn_1: 0.05887 loss_bbox_dn_1: 0.141 loss_giou_dn_1: 0.3633 loss_class_dn_2: 0.0474 loss_bbox_dn_2: 0.1227 loss_giou_dn_2: 0.3333 loss_class_dn_3: 0.04112 loss_bbox_dn_3: 0.1185 loss_giou_dn_3: 0.3247 loss_class_dn_4: 0.0371 loss_bbox_dn_4: 0.1172 loss_giou_dn_4: 0.3231 time: 1.1190 data_time: 0.0999 lr: 0.0001 max_mem: 43695M [05/21 14:40:30 d2.utils.events]: eta: 1 day, 0:37:50 iter: 144449 total_loss: 8.188 loss_class: 0.2195 loss_bbox: 0.1 loss_giou: 0.3447 loss_class_0: 0.2449 loss_bbox_0: 0.1097 loss_giou_0: 0.362 loss_class_1: 0.2322 loss_bbox_1: 0.1055 loss_giou_1: 0.3527 loss_class_2: 0.2264 loss_bbox_2: 0.1015 loss_giou_2: 0.3499 loss_class_3: 0.2237 loss_bbox_3: 0.1006 loss_giou_3: 0.3457 loss_class_4: 0.2202 loss_bbox_4: 0.1 loss_giou_4: 0.3448 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loss_class_dn_0: 0.09129 loss_bbox_dn_0: 0.2036 loss_giou_dn_0: 0.4693 loss_class_dn_1: 0.05896 loss_bbox_dn_1: 0.1451 loss_giou_dn_1: 0.3614 loss_class_dn_2: 0.04647 loss_bbox_dn_2: 0.1262 loss_giou_dn_2: 0.3265 loss_class_dn_3: 0.04105 loss_bbox_dn_3: 0.1222 loss_giou_dn_3: 0.3173 loss_class_dn_4: 0.03783 loss_bbox_dn_4: 0.12 loss_giou_dn_4: 0.3148 time: 1.1190 data_time: 0.0991 lr: 0.0001 max_mem: 43695M [05/21 15:06:03 d2.utils.events]: eta: 1 day, 0:15:22 iter: 145799 total_loss: 8.22 loss_class: 0.2212 loss_bbox: 0.1011 loss_giou: 0.3526 loss_class_0: 0.2496 loss_bbox_0: 0.109 loss_giou_0: 0.371 loss_class_1: 0.2372 loss_bbox_1: 0.1046 loss_giou_1: 0.3607 loss_class_2: 0.2307 loss_bbox_2: 0.1026 loss_giou_2: 0.3581 loss_class_3: 0.2262 loss_bbox_3: 0.1014 loss_giou_3: 0.3537 loss_class_4: 0.2219 loss_bbox_4: 0.1009 loss_giou_4: 0.3525 loss_class_enc: 0.2625 loss_bbox_enc: 0.1198 loss_giou_enc: 0.3923 loss_class_dn: 0.03724 loss_bbox_dn: 0.1212 loss_giou_dn: 0.3244 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[05/21 15:44:00 d2.utils.events]: eta: 23:42:04 iter: 147799 total_loss: 8.078 loss_class: 0.2219 loss_bbox: 0.09612 loss_giou: 0.3532 loss_class_0: 0.2482 loss_bbox_0: 0.1075 loss_giou_0: 0.3763 loss_class_1: 0.2352 loss_bbox_1: 0.1019 loss_giou_1: 0.3647 loss_class_2: 0.2279 loss_bbox_2: 0.1002 loss_giou_2: 0.3594 loss_class_3: 0.2262 loss_bbox_3: 0.09842 loss_giou_3: 0.3551 loss_class_4: 0.2217 loss_bbox_4: 0.0968 loss_giou_4: 0.3529 loss_class_enc: 0.2629 loss_bbox_enc: 0.1175 loss_giou_enc: 0.3946 loss_class_dn: 0.03376 loss_bbox_dn: 0.1146 loss_giou_dn: 0.3199 loss_class_dn_0: 0.08694 loss_bbox_dn_0: 0.1983 loss_giou_dn_0: 0.4661 loss_class_dn_1: 0.0557 loss_bbox_dn_1: 0.1383 loss_giou_dn_1: 0.3583 loss_class_dn_2: 0.04276 loss_bbox_dn_2: 0.1199 loss_giou_dn_2: 0.3291 loss_class_dn_3: 0.03781 loss_bbox_dn_3: 0.1163 loss_giou_dn_3: 0.3219 loss_class_dn_4: 0.03456 loss_bbox_dn_4: 0.1146 loss_giou_dn_4: 0.3198 time: 1.1192 data_time: 0.1021 lr: 0.0001 max_mem: 43695M [05/21 15:44:57 d2.utils.events]: eta: 23:41:15 iter: 147849 total_loss: 8.297 loss_class: 0.2266 loss_bbox: 0.09919 loss_giou: 0.3589 loss_class_0: 0.2475 loss_bbox_0: 0.1097 loss_giou_0: 0.3792 loss_class_1: 0.2371 loss_bbox_1: 0.1038 loss_giou_1: 0.3686 loss_class_2: 0.2328 loss_bbox_2: 0.1006 loss_giou_2: 0.3636 loss_class_3: 0.2318 loss_bbox_3: 0.09993 loss_giou_3: 0.3601 loss_class_4: 0.2277 loss_bbox_4: 0.09927 loss_giou_4: 0.3583 loss_class_enc: 0.2641 loss_bbox_enc: 0.1173 loss_giou_enc: 0.4021 loss_class_dn: 0.03855 loss_bbox_dn: 0.1169 loss_giou_dn: 0.3277 loss_class_dn_0: 0.08945 loss_bbox_dn_0: 0.1965 loss_giou_dn_0: 0.4802 loss_class_dn_1: 0.0589 loss_bbox_dn_1: 0.1395 loss_giou_dn_1: 0.3698 loss_class_dn_2: 0.0478 loss_bbox_dn_2: 0.1217 loss_giou_dn_2: 0.3389 loss_class_dn_3: 0.04228 loss_bbox_dn_3: 0.1178 loss_giou_dn_3: 0.3292 loss_class_dn_4: 0.03996 loss_bbox_dn_4: 0.1169 loss_giou_dn_4: 0.3274 time: 1.1192 data_time: 0.0957 lr: 0.0001 max_mem: 43695M [05/21 15:45:53 d2.utils.events]: eta: 23:40:14 iter: 147899 total_loss: 8.426 loss_class: 0.2294 loss_bbox: 0.1005 loss_giou: 0.363 loss_class_0: 0.258 loss_bbox_0: 0.111 loss_giou_0: 0.3814 loss_class_1: 0.2436 loss_bbox_1: 0.1044 loss_giou_1: 0.3709 loss_class_2: 0.2389 loss_bbox_2: 0.1022 loss_giou_2: 0.3678 loss_class_3: 0.2336 loss_bbox_3: 0.1009 loss_giou_3: 0.3647 loss_class_4: 0.2311 loss_bbox_4: 0.1011 loss_giou_4: 0.362 loss_class_enc: 0.2736 loss_bbox_enc: 0.1204 loss_giou_enc: 0.4043 loss_class_dn: 0.03708 loss_bbox_dn: 0.1233 loss_giou_dn: 0.3279 loss_class_dn_0: 0.0885 loss_bbox_dn_0: 0.2001 loss_giou_dn_0: 0.4821 loss_class_dn_1: 0.0582 loss_bbox_dn_1: 0.1496 loss_giou_dn_1: 0.3723 loss_class_dn_2: 0.0456 loss_bbox_dn_2: 0.1304 loss_giou_dn_2: 0.338 loss_class_dn_3: 0.04139 loss_bbox_dn_3: 0.125 loss_giou_dn_3: 0.3292 loss_class_dn_4: 0.03796 loss_bbox_dn_4: 0.1233 loss_giou_dn_4: 0.3279 time: 1.1192 data_time: 0.0956 lr: 0.0001 max_mem: 43695M [05/21 15:46:49 d2.utils.events]: eta: 23:39:19 iter: 147949 total_loss: 7.97 loss_class: 0.212 loss_bbox: 0.09704 loss_giou: 0.3418 loss_class_0: 0.2429 loss_bbox_0: 0.109 loss_giou_0: 0.3622 loss_class_1: 0.2308 loss_bbox_1: 0.1037 loss_giou_1: 0.3526 loss_class_2: 0.2227 loss_bbox_2: 0.09953 loss_giou_2: 0.3449 loss_class_3: 0.2162 loss_bbox_3: 0.09863 loss_giou_3: 0.3413 loss_class_4: 0.2128 loss_bbox_4: 0.09766 loss_giou_4: 0.343 loss_class_enc: 0.2597 loss_bbox_enc: 0.1194 loss_giou_enc: 0.3878 loss_class_dn: 0.03549 loss_bbox_dn: 0.1192 loss_giou_dn: 0.3108 loss_class_dn_0: 0.0858 loss_bbox_dn_0: 0.1996 loss_giou_dn_0: 0.4599 loss_class_dn_1: 0.05668 loss_bbox_dn_1: 0.1414 loss_giou_dn_1: 0.3553 loss_class_dn_2: 0.04418 loss_bbox_dn_2: 0.1252 loss_giou_dn_2: 0.3213 loss_class_dn_3: 0.03911 loss_bbox_dn_3: 0.1207 loss_giou_dn_3: 0.3129 loss_class_dn_4: 0.03603 loss_bbox_dn_4: 0.1192 loss_giou_dn_4: 0.3108 time: 1.1192 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 15:47:46 d2.utils.events]: eta: 23:37:29 iter: 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total_loss: 8.235 loss_class: 0.2173 loss_bbox: 0.1026 loss_giou: 0.3477 loss_class_0: 0.2407 loss_bbox_0: 0.1131 loss_giou_0: 0.3707 loss_class_1: 0.2307 loss_bbox_1: 0.1081 loss_giou_1: 0.3579 loss_class_2: 0.2231 loss_bbox_2: 0.1052 loss_giou_2: 0.3543 loss_class_3: 0.2212 loss_bbox_3: 0.1041 loss_giou_3: 0.3476 loss_class_4: 0.2177 loss_bbox_4: 0.1032 loss_giou_4: 0.3479 loss_class_enc: 0.2583 loss_bbox_enc: 0.1232 loss_giou_enc: 0.3902 loss_class_dn: 0.03596 loss_bbox_dn: 0.1207 loss_giou_dn: 0.3231 loss_class_dn_0: 0.08896 loss_bbox_dn_0: 0.2086 loss_giou_dn_0: 0.4773 loss_class_dn_1: 0.05766 loss_bbox_dn_1: 0.1448 loss_giou_dn_1: 0.3668 loss_class_dn_2: 0.04477 loss_bbox_dn_2: 0.1267 loss_giou_dn_2: 0.3337 loss_class_dn_3: 0.03971 loss_bbox_dn_3: 0.1226 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.037 loss_bbox_dn_4: 0.1206 loss_giou_dn_4: 0.3231 time: 1.1192 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 15:49:39 d2.utils.events]: eta: 23:36:39 iter: 148099 total_loss: 8.101 loss_class: 0.2266 loss_bbox: 0.09777 loss_giou: 0.3472 loss_class_0: 0.2581 loss_bbox_0: 0.108 loss_giou_0: 0.37 loss_class_1: 0.2439 loss_bbox_1: 0.1029 loss_giou_1: 0.3604 loss_class_2: 0.2381 loss_bbox_2: 0.09987 loss_giou_2: 0.3523 loss_class_3: 0.2343 loss_bbox_3: 0.09826 loss_giou_3: 0.3482 loss_class_4: 0.2284 loss_bbox_4: 0.09772 loss_giou_4: 0.3466 loss_class_enc: 0.2685 loss_bbox_enc: 0.1197 loss_giou_enc: 0.392 loss_class_dn: 0.03772 loss_bbox_dn: 0.1179 loss_giou_dn: 0.316 loss_class_dn_0: 0.09063 loss_bbox_dn_0: 0.1992 loss_giou_dn_0: 0.4743 loss_class_dn_1: 0.06006 loss_bbox_dn_1: 0.1436 loss_giou_dn_1: 0.3586 loss_class_dn_2: 0.04756 loss_bbox_dn_2: 0.1241 loss_giou_dn_2: 0.3275 loss_class_dn_3: 0.04167 loss_bbox_dn_3: 0.1197 loss_giou_dn_3: 0.3176 loss_class_dn_4: 0.03915 loss_bbox_dn_4: 0.1179 loss_giou_dn_4: 0.3157 time: 1.1192 data_time: 0.0998 lr: 0.0001 max_mem: 43695M [05/21 15:50:36 d2.utils.events]: eta: 23:36:05 iter: 148149 total_loss: 8.345 loss_class: 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0.09745 loss_giou: 0.3514 loss_class_0: 0.2448 loss_bbox_0: 0.1091 loss_giou_0: 0.3725 loss_class_1: 0.2336 loss_bbox_1: 0.1008 loss_giou_1: 0.361 loss_class_2: 0.2284 loss_bbox_2: 0.09858 loss_giou_2: 0.3563 loss_class_3: 0.2266 loss_bbox_3: 0.09821 loss_giou_3: 0.3538 loss_class_4: 0.2249 loss_bbox_4: 0.09783 loss_giou_4: 0.3516 loss_class_enc: 0.2635 loss_bbox_enc: 0.1199 loss_giou_enc: 0.39 loss_class_dn: 0.03413 loss_bbox_dn: 0.1175 loss_giou_dn: 0.3165 loss_class_dn_0: 0.08608 loss_bbox_dn_0: 0.1949 loss_giou_dn_0: 0.4711 loss_class_dn_1: 0.05711 loss_bbox_dn_1: 0.1409 loss_giou_dn_1: 0.365 loss_class_dn_2: 0.04448 loss_bbox_dn_2: 0.1241 loss_giou_dn_2: 0.3295 loss_class_dn_3: 0.03841 loss_bbox_dn_3: 0.1197 loss_giou_dn_3: 0.3195 loss_class_dn_4: 0.03493 loss_bbox_dn_4: 0.1176 loss_giou_dn_4: 0.3166 time: 1.1192 data_time: 0.1035 lr: 0.0001 max_mem: 43695M [05/21 15:52:30 d2.utils.events]: eta: 23:33:49 iter: 148249 total_loss: 8.027 loss_class: 0.2191 loss_bbox: 0.09761 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loss_class_0: 0.2518 loss_bbox_0: 0.1081 loss_giou_0: 0.3688 loss_class_1: 0.2364 loss_bbox_1: 0.1023 loss_giou_1: 0.3621 loss_class_2: 0.2299 loss_bbox_2: 0.0983 loss_giou_2: 0.3549 loss_class_3: 0.228 loss_bbox_3: 0.09737 loss_giou_3: 0.3515 loss_class_4: 0.225 loss_bbox_4: 0.09708 loss_giou_4: 0.3509 loss_class_enc: 0.2657 loss_bbox_enc: 0.1172 loss_giou_enc: 0.3939 loss_class_dn: 0.03516 loss_bbox_dn: 0.1163 loss_giou_dn: 0.3191 loss_class_dn_0: 0.08642 loss_bbox_dn_0: 0.194 loss_giou_dn_0: 0.4687 loss_class_dn_1: 0.05728 loss_bbox_dn_1: 0.1378 loss_giou_dn_1: 0.3597 loss_class_dn_2: 0.04445 loss_bbox_dn_2: 0.1218 loss_giou_dn_2: 0.3278 loss_class_dn_3: 0.03887 loss_bbox_dn_3: 0.118 loss_giou_dn_3: 0.3206 loss_class_dn_4: 0.03605 loss_bbox_dn_4: 0.1164 loss_giou_dn_4: 0.319 time: 1.1192 data_time: 0.0999 lr: 0.0001 max_mem: 43695M [05/21 15:55:21 d2.utils.events]: eta: 23:31:41 iter: 148399 total_loss: 8.163 loss_class: 0.226 loss_bbox: 0.09788 loss_giou: 0.3425 loss_class_0: 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loss_bbox_0: 0.1082 loss_giou_0: 0.3686 loss_class_1: 0.234 loss_bbox_1: 0.1005 loss_giou_1: 0.3585 loss_class_2: 0.2266 loss_bbox_2: 0.0985 loss_giou_2: 0.352 loss_class_3: 0.2247 loss_bbox_3: 0.09663 loss_giou_3: 0.3484 loss_class_4: 0.2208 loss_bbox_4: 0.09507 loss_giou_4: 0.3478 loss_class_enc: 0.2613 loss_bbox_enc: 0.1169 loss_giou_enc: 0.3846 loss_class_dn: 0.03604 loss_bbox_dn: 0.1123 loss_giou_dn: 0.3182 loss_class_dn_0: 0.08734 loss_bbox_dn_0: 0.1947 loss_giou_dn_0: 0.4653 loss_class_dn_1: 0.05817 loss_bbox_dn_1: 0.1323 loss_giou_dn_1: 0.3575 loss_class_dn_2: 0.04677 loss_bbox_dn_2: 0.1167 loss_giou_dn_2: 0.328 loss_class_dn_3: 0.04082 loss_bbox_dn_3: 0.1128 loss_giou_dn_3: 0.319 loss_class_dn_4: 0.0369 loss_bbox_dn_4: 0.1122 loss_giou_dn_4: 0.3178 time: 1.1192 data_time: 0.1030 lr: 0.0001 max_mem: 43695M [05/21 15:57:15 d2.utils.events]: eta: 23:29:06 iter: 148499 total_loss: 8.253 loss_class: 0.2209 loss_bbox: 0.102 loss_giou: 0.3414 loss_class_0: 0.2511 loss_bbox_0: 0.1106 loss_giou_0: 0.3627 loss_class_1: 0.2375 loss_bbox_1: 0.1064 loss_giou_1: 0.3538 loss_class_2: 0.2295 loss_bbox_2: 0.1041 loss_giou_2: 0.3454 loss_class_3: 0.2257 loss_bbox_3: 0.1035 loss_giou_3: 0.3424 loss_class_4: 0.2242 loss_bbox_4: 0.102 loss_giou_4: 0.3418 loss_class_enc: 0.2674 loss_bbox_enc: 0.1195 loss_giou_enc: 0.3822 loss_class_dn: 0.03874 loss_bbox_dn: 0.1238 loss_giou_dn: 0.3112 loss_class_dn_0: 0.0896 loss_bbox_dn_0: 0.2076 loss_giou_dn_0: 0.4675 loss_class_dn_1: 0.06024 loss_bbox_dn_1: 0.1432 loss_giou_dn_1: 0.3566 loss_class_dn_2: 0.04817 loss_bbox_dn_2: 0.1276 loss_giou_dn_2: 0.3215 loss_class_dn_3: 0.04375 loss_bbox_dn_3: 0.1243 loss_giou_dn_3: 0.313 loss_class_dn_4: 0.03997 loss_bbox_dn_4: 0.1239 loss_giou_dn_4: 0.3112 time: 1.1192 data_time: 0.1026 lr: 0.0001 max_mem: 43695M [05/21 15:58:12 d2.utils.events]: eta: 23:28:21 iter: 148549 total_loss: 8.174 loss_class: 0.2236 loss_bbox: 0.09652 loss_giou: 0.3429 loss_class_0: 0.2509 loss_bbox_0: 0.109 loss_giou_0: 0.3656 loss_class_1: 0.2371 loss_bbox_1: 0.1021 loss_giou_1: 0.3555 loss_class_2: 0.2316 loss_bbox_2: 0.09862 loss_giou_2: 0.3486 loss_class_3: 0.2274 loss_bbox_3: 0.09731 loss_giou_3: 0.3442 loss_class_4: 0.2246 loss_bbox_4: 0.09603 loss_giou_4: 0.3431 loss_class_enc: 0.2642 loss_bbox_enc: 0.1198 loss_giou_enc: 0.3874 loss_class_dn: 0.03473 loss_bbox_dn: 0.1172 loss_giou_dn: 0.3159 loss_class_dn_0: 0.08844 loss_bbox_dn_0: 0.1977 loss_giou_dn_0: 0.4625 loss_class_dn_1: 0.05712 loss_bbox_dn_1: 0.1421 loss_giou_dn_1: 0.3548 loss_class_dn_2: 0.04417 loss_bbox_dn_2: 0.1232 loss_giou_dn_2: 0.3266 loss_class_dn_3: 0.03954 loss_bbox_dn_3: 0.1184 loss_giou_dn_3: 0.3176 loss_class_dn_4: 0.03579 loss_bbox_dn_4: 0.1173 loss_giou_dn_4: 0.3159 time: 1.1192 data_time: 0.1102 lr: 0.0001 max_mem: 43695M [05/21 15:59:10 d2.utils.events]: eta: 23:27:55 iter: 148599 total_loss: 8.258 loss_class: 0.2252 loss_bbox: 0.1013 loss_giou: 0.3588 loss_class_0: 0.2522 loss_bbox_0: 0.1129 loss_giou_0: 0.3744 loss_class_1: 0.2427 loss_bbox_1: 0.1069 loss_giou_1: 0.3641 loss_class_2: 0.2331 loss_bbox_2: 0.104 loss_giou_2: 0.3619 loss_class_3: 0.2299 loss_bbox_3: 0.1023 loss_giou_3: 0.3594 loss_class_4: 0.2256 loss_bbox_4: 0.1017 loss_giou_4: 0.3573 loss_class_enc: 0.2678 loss_bbox_enc: 0.1205 loss_giou_enc: 0.3907 loss_class_dn: 0.0348 loss_bbox_dn: 0.1186 loss_giou_dn: 0.3201 loss_class_dn_0: 0.08974 loss_bbox_dn_0: 0.1997 loss_giou_dn_0: 0.4728 loss_class_dn_1: 0.05851 loss_bbox_dn_1: 0.1407 loss_giou_dn_1: 0.3669 loss_class_dn_2: 0.04589 loss_bbox_dn_2: 0.1244 loss_giou_dn_2: 0.3318 loss_class_dn_3: 0.03932 loss_bbox_dn_3: 0.1201 loss_giou_dn_3: 0.3229 loss_class_dn_4: 0.03609 loss_bbox_dn_4: 0.1185 loss_giou_dn_4: 0.32 time: 1.1192 data_time: 0.0921 lr: 0.0001 max_mem: 43695M [05/21 16:00:07 d2.utils.events]: eta: 23:27:30 iter: 148649 total_loss: 8.193 loss_class: 0.2185 loss_bbox: 0.1004 loss_giou: 0.3487 loss_class_0: 0.246 loss_bbox_0: 0.1124 loss_giou_0: 0.3696 loss_class_1: 0.2339 loss_bbox_1: 0.1062 loss_giou_1: 0.3598 loss_class_2: 0.2274 loss_bbox_2: 0.1039 loss_giou_2: 0.3526 loss_class_3: 0.2241 loss_bbox_3: 0.101 loss_giou_3: 0.3494 loss_class_4: 0.2201 loss_bbox_4: 0.1004 loss_giou_4: 0.3485 loss_class_enc: 0.2653 loss_bbox_enc: 0.1222 loss_giou_enc: 0.3903 loss_class_dn: 0.03525 loss_bbox_dn: 0.1186 loss_giou_dn: 0.318 loss_class_dn_0: 0.0903 loss_bbox_dn_0: 0.1983 loss_giou_dn_0: 0.4692 loss_class_dn_1: 0.05813 loss_bbox_dn_1: 0.1406 loss_giou_dn_1: 0.361 loss_class_dn_2: 0.0457 loss_bbox_dn_2: 0.1232 loss_giou_dn_2: 0.3295 loss_class_dn_3: 0.03942 loss_bbox_dn_3: 0.1192 loss_giou_dn_3: 0.3201 loss_class_dn_4: 0.03656 loss_bbox_dn_4: 0.1187 loss_giou_dn_4: 0.3179 time: 1.1192 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 16:01:03 d2.utils.events]: eta: 23:26:35 iter: 148699 total_loss: 8.276 loss_class: 0.2207 loss_bbox: 0.09642 loss_giou: 0.3602 loss_class_0: 0.243 loss_bbox_0: 0.1076 loss_giou_0: 0.3785 loss_class_1: 0.233 loss_bbox_1: 0.1008 loss_giou_1: 0.3674 loss_class_2: 0.226 loss_bbox_2: 0.09921 loss_giou_2: 0.3646 loss_class_3: 0.2248 loss_bbox_3: 0.09737 loss_giou_3: 0.3617 loss_class_4: 0.2205 loss_bbox_4: 0.09693 loss_giou_4: 0.3614 loss_class_enc: 0.2606 loss_bbox_enc: 0.1175 loss_giou_enc: 0.4022 loss_class_dn: 0.03729 loss_bbox_dn: 0.1098 loss_giou_dn: 0.3231 loss_class_dn_0: 0.08808 loss_bbox_dn_0: 0.1875 loss_giou_dn_0: 0.4781 loss_class_dn_1: 0.05865 loss_bbox_dn_1: 0.131 loss_giou_dn_1: 0.3649 loss_class_dn_2: 0.04598 loss_bbox_dn_2: 0.1144 loss_giou_dn_2: 0.3338 loss_class_dn_3: 0.04047 loss_bbox_dn_3: 0.111 loss_giou_dn_3: 0.3258 loss_class_dn_4: 0.03781 loss_bbox_dn_4: 0.1098 loss_giou_dn_4: 0.3231 time: 1.1192 data_time: 0.1069 lr: 0.0001 max_mem: 43695M [05/21 16:02:00 d2.utils.events]: eta: 23:24:09 iter: 148749 total_loss: 8.086 loss_class: 0.2212 loss_bbox: 0.09716 loss_giou: 0.3416 loss_class_0: 0.2486 loss_bbox_0: 0.1097 loss_giou_0: 0.3637 loss_class_1: 0.2374 loss_bbox_1: 0.1034 loss_giou_1: 0.3529 loss_class_2: 0.2303 loss_bbox_2: 0.09977 loss_giou_2: 0.348 loss_class_3: 0.2251 loss_bbox_3: 0.09776 loss_giou_3: 0.3431 loss_class_4: 0.2229 loss_bbox_4: 0.09742 loss_giou_4: 0.34 loss_class_enc: 0.2626 loss_bbox_enc: 0.1168 loss_giou_enc: 0.3847 loss_class_dn: 0.0337 loss_bbox_dn: 0.1139 loss_giou_dn: 0.3127 loss_class_dn_0: 0.08953 loss_bbox_dn_0: 0.1957 loss_giou_dn_0: 0.462 loss_class_dn_1: 0.05705 loss_bbox_dn_1: 0.1374 loss_giou_dn_1: 0.3555 loss_class_dn_2: 0.04354 loss_bbox_dn_2: 0.118 loss_giou_dn_2: 0.3237 loss_class_dn_3: 0.03749 loss_bbox_dn_3: 0.1151 loss_giou_dn_3: 0.3152 loss_class_dn_4: 0.03493 loss_bbox_dn_4: 0.114 loss_giou_dn_4: 0.3126 time: 1.1192 data_time: 0.0993 lr: 0.0001 max_mem: 43695M [05/21 16:02:57 d2.utils.events]: eta: 23:22:11 iter: 148799 total_loss: 8.045 loss_class: 0.2251 loss_bbox: 0.0994 loss_giou: 0.3421 loss_class_0: 0.2522 loss_bbox_0: 0.1102 loss_giou_0: 0.3587 loss_class_1: 0.2359 loss_bbox_1: 0.1052 loss_giou_1: 0.3497 loss_class_2: 0.2296 loss_bbox_2: 0.1025 loss_giou_2: 0.346 loss_class_3: 0.2307 loss_bbox_3: 0.09848 loss_giou_3: 0.3409 loss_class_4: 0.2276 loss_bbox_4: 0.09927 loss_giou_4: 0.3419 loss_class_enc: 0.2682 loss_bbox_enc: 0.1198 loss_giou_enc: 0.3832 loss_class_dn: 0.03615 loss_bbox_dn: 0.1198 loss_giou_dn: 0.3125 loss_class_dn_0: 0.09081 loss_bbox_dn_0: 0.1988 loss_giou_dn_0: 0.4641 loss_class_dn_1: 0.05904 loss_bbox_dn_1: 0.1416 loss_giou_dn_1: 0.3561 loss_class_dn_2: 0.04725 loss_bbox_dn_2: 0.1252 loss_giou_dn_2: 0.3222 loss_class_dn_3: 0.04203 loss_bbox_dn_3: 0.1213 loss_giou_dn_3: 0.3137 loss_class_dn_4: 0.03692 loss_bbox_dn_4: 0.1197 loss_giou_dn_4: 0.3121 time: 1.1192 data_time: 0.1033 lr: 0.0001 max_mem: 43695M [05/21 16:03:55 d2.utils.events]: eta: 23:21:26 iter: 148849 total_loss: 8.255 loss_class: 0.2236 loss_bbox: 0.09783 loss_giou: 0.3536 loss_class_0: 0.2506 loss_bbox_0: 0.1083 loss_giou_0: 0.3767 loss_class_1: 0.2372 loss_bbox_1: 0.1035 loss_giou_1: 0.3642 loss_class_2: 0.2314 loss_bbox_2: 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loss_giou_2: 0.3534 loss_class_3: 0.2257 loss_bbox_3: 0.09738 loss_giou_3: 0.3497 loss_class_4: 0.2221 loss_bbox_4: 0.09666 loss_giou_4: 0.3485 loss_class_enc: 0.2636 loss_bbox_enc: 0.1181 loss_giou_enc: 0.3886 loss_class_dn: 0.03566 loss_bbox_dn: 0.1147 loss_giou_dn: 0.3172 loss_class_dn_0: 0.08726 loss_bbox_dn_0: 0.1978 loss_giou_dn_0: 0.4664 loss_class_dn_1: 0.05647 loss_bbox_dn_1: 0.1378 loss_giou_dn_1: 0.3622 loss_class_dn_2: 0.04573 loss_bbox_dn_2: 0.1197 loss_giou_dn_2: 0.3295 loss_class_dn_3: 0.04059 loss_bbox_dn_3: 0.1152 loss_giou_dn_3: 0.3195 loss_class_dn_4: 0.03729 loss_bbox_dn_4: 0.1147 loss_giou_dn_4: 0.3172 time: 1.1192 data_time: 0.1022 lr: 0.0001 max_mem: 43695M [05/21 16:05:48 d2.utils.events]: eta: 23:19:16 iter: 148949 total_loss: 8.093 loss_class: 0.2225 loss_bbox: 0.09913 loss_giou: 0.331 loss_class_0: 0.2495 loss_bbox_0: 0.1084 loss_giou_0: 0.3567 loss_class_1: 0.2368 loss_bbox_1: 0.1043 loss_giou_1: 0.3443 loss_class_2: 0.2328 loss_bbox_2: 0.1004 loss_giou_2: 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loss_class_3: 0.2284 loss_bbox_3: 0.09921 loss_giou_3: 0.3482 loss_class_4: 0.2245 loss_bbox_4: 0.09852 loss_giou_4: 0.3479 loss_class_enc: 0.2705 loss_bbox_enc: 0.1178 loss_giou_enc: 0.3876 loss_class_dn: 0.03629 loss_bbox_dn: 0.1188 loss_giou_dn: 0.3181 loss_class_dn_0: 0.08833 loss_bbox_dn_0: 0.2005 loss_giou_dn_0: 0.4687 loss_class_dn_1: 0.05858 loss_bbox_dn_1: 0.1428 loss_giou_dn_1: 0.3596 loss_class_dn_2: 0.04598 loss_bbox_dn_2: 0.1249 loss_giou_dn_2: 0.327 loss_class_dn_3: 0.04059 loss_bbox_dn_3: 0.1206 loss_giou_dn_3: 0.32 loss_class_dn_4: 0.03769 loss_bbox_dn_4: 0.1188 loss_giou_dn_4: 0.3181 time: 1.1192 data_time: 0.0951 lr: 0.0001 max_mem: 43695M [05/21 16:07:42 d2.utils.events]: eta: 23:17:38 iter: 149049 total_loss: 8.105 loss_class: 0.222 loss_bbox: 0.09974 loss_giou: 0.3501 loss_class_0: 0.2505 loss_bbox_0: 0.1109 loss_giou_0: 0.3697 loss_class_1: 0.2358 loss_bbox_1: 0.1049 loss_giou_1: 0.3568 loss_class_2: 0.2283 loss_bbox_2: 0.1021 loss_giou_2: 0.3534 loss_class_3: 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loss_bbox_3: 0.09828 loss_giou_3: 0.3496 loss_class_4: 0.2297 loss_bbox_4: 0.09823 loss_giou_4: 0.3477 loss_class_enc: 0.2705 loss_bbox_enc: 0.1188 loss_giou_enc: 0.3901 loss_class_dn: 0.0363 loss_bbox_dn: 0.1207 loss_giou_dn: 0.3186 loss_class_dn_0: 0.08817 loss_bbox_dn_0: 0.2073 loss_giou_dn_0: 0.4726 loss_class_dn_1: 0.0568 loss_bbox_dn_1: 0.1416 loss_giou_dn_1: 0.3607 loss_class_dn_2: 0.04506 loss_bbox_dn_2: 0.1257 loss_giou_dn_2: 0.3281 loss_class_dn_3: 0.03993 loss_bbox_dn_3: 0.1219 loss_giou_dn_3: 0.32 loss_class_dn_4: 0.03697 loss_bbox_dn_4: 0.1207 loss_giou_dn_4: 0.3183 time: 1.1192 data_time: 0.0978 lr: 0.0001 max_mem: 43695M [05/21 16:09:36 d2.utils.events]: eta: 23:16:40 iter: 149149 total_loss: 8.048 loss_class: 0.2156 loss_bbox: 0.09767 loss_giou: 0.3444 loss_class_0: 0.2424 loss_bbox_0: 0.1088 loss_giou_0: 0.3616 loss_class_1: 0.2299 loss_bbox_1: 0.1036 loss_giou_1: 0.3524 loss_class_2: 0.2221 loss_bbox_2: 0.1002 loss_giou_2: 0.3469 loss_class_3: 0.2203 loss_bbox_3: 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0.3424 loss_class_4: 0.2223 loss_bbox_4: 0.1002 loss_giou_4: 0.3414 loss_class_enc: 0.266 loss_bbox_enc: 0.1203 loss_giou_enc: 0.3883 loss_class_dn: 0.03539 loss_bbox_dn: 0.118 loss_giou_dn: 0.3103 loss_class_dn_0: 0.08851 loss_bbox_dn_0: 0.2048 loss_giou_dn_0: 0.4714 loss_class_dn_1: 0.05843 loss_bbox_dn_1: 0.1383 loss_giou_dn_1: 0.3524 loss_class_dn_2: 0.04479 loss_bbox_dn_2: 0.1224 loss_giou_dn_2: 0.3212 loss_class_dn_3: 0.03934 loss_bbox_dn_3: 0.1182 loss_giou_dn_3: 0.3122 loss_class_dn_4: 0.03615 loss_bbox_dn_4: 0.1179 loss_giou_dn_4: 0.3101 time: 1.1192 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 16:11:29 d2.utils.events]: eta: 23:14:29 iter: 149249 total_loss: 8.343 loss_class: 0.2295 loss_bbox: 0.1007 loss_giou: 0.352 loss_class_0: 0.2544 loss_bbox_0: 0.1107 loss_giou_0: 0.3749 loss_class_1: 0.2422 loss_bbox_1: 0.1041 loss_giou_1: 0.3669 loss_class_2: 0.2356 loss_bbox_2: 0.1029 loss_giou_2: 0.3586 loss_class_3: 0.2343 loss_bbox_3: 0.1008 loss_giou_3: 0.3551 loss_class_4: 0.2309 loss_bbox_4: 0.1009 loss_giou_4: 0.3525 loss_class_enc: 0.2719 loss_bbox_enc: 0.1209 loss_giou_enc: 0.3939 loss_class_dn: 0.0387 loss_bbox_dn: 0.1246 loss_giou_dn: 0.3187 loss_class_dn_0: 0.09082 loss_bbox_dn_0: 0.2065 loss_giou_dn_0: 0.4667 loss_class_dn_1: 0.06105 loss_bbox_dn_1: 0.1501 loss_giou_dn_1: 0.3602 loss_class_dn_2: 0.04748 loss_bbox_dn_2: 0.1315 loss_giou_dn_2: 0.3288 loss_class_dn_3: 0.04302 loss_bbox_dn_3: 0.1263 loss_giou_dn_3: 0.3204 loss_class_dn_4: 0.03927 loss_bbox_dn_4: 0.1247 loss_giou_dn_4: 0.3185 time: 1.1192 data_time: 0.1004 lr: 0.0001 max_mem: 43695M [05/21 16:12:26 d2.utils.events]: eta: 23:14:26 iter: 149299 total_loss: 8.325 loss_class: 0.226 loss_bbox: 0.1007 loss_giou: 0.3561 loss_class_0: 0.2506 loss_bbox_0: 0.1111 loss_giou_0: 0.3753 loss_class_1: 0.2362 loss_bbox_1: 0.1059 loss_giou_1: 0.3651 loss_class_2: 0.2309 loss_bbox_2: 0.1014 loss_giou_2: 0.3607 loss_class_3: 0.2301 loss_bbox_3: 0.1008 loss_giou_3: 0.3565 loss_class_4: 0.2271 loss_bbox_4: 0.1005 loss_giou_4: 0.3564 loss_class_enc: 0.2667 loss_bbox_enc: 0.1222 loss_giou_enc: 0.3956 loss_class_dn: 0.03718 loss_bbox_dn: 0.123 loss_giou_dn: 0.3207 loss_class_dn_0: 0.09085 loss_bbox_dn_0: 0.2051 loss_giou_dn_0: 0.4713 loss_class_dn_1: 0.0604 loss_bbox_dn_1: 0.1439 loss_giou_dn_1: 0.3658 loss_class_dn_2: 0.04661 loss_bbox_dn_2: 0.1279 loss_giou_dn_2: 0.3316 loss_class_dn_3: 0.04065 loss_bbox_dn_3: 0.1242 loss_giou_dn_3: 0.3224 loss_class_dn_4: 0.03747 loss_bbox_dn_4: 0.123 loss_giou_dn_4: 0.3206 time: 1.1193 data_time: 0.1028 lr: 0.0001 max_mem: 43695M [05/21 16:13:23 d2.utils.events]: eta: 23:13:06 iter: 149349 total_loss: 7.99 loss_class: 0.2225 loss_bbox: 0.09741 loss_giou: 0.3434 loss_class_0: 0.2522 loss_bbox_0: 0.1074 loss_giou_0: 0.3665 loss_class_1: 0.2354 loss_bbox_1: 0.1018 loss_giou_1: 0.3551 loss_class_2: 0.2292 loss_bbox_2: 0.09977 loss_giou_2: 0.3478 loss_class_3: 0.2266 loss_bbox_3: 0.09795 loss_giou_3: 0.3441 loss_class_4: 0.2242 loss_bbox_4: 0.09747 loss_giou_4: 0.3434 loss_class_enc: 0.2625 loss_bbox_enc: 0.1176 loss_giou_enc: 0.3885 loss_class_dn: 0.03531 loss_bbox_dn: 0.1177 loss_giou_dn: 0.3139 loss_class_dn_0: 0.08634 loss_bbox_dn_0: 0.1985 loss_giou_dn_0: 0.464 loss_class_dn_1: 0.0581 loss_bbox_dn_1: 0.1394 loss_giou_dn_1: 0.3563 loss_class_dn_2: 0.04576 loss_bbox_dn_2: 0.1232 loss_giou_dn_2: 0.3249 loss_class_dn_3: 0.04013 loss_bbox_dn_3: 0.1194 loss_giou_dn_3: 0.3156 loss_class_dn_4: 0.03678 loss_bbox_dn_4: 0.1178 loss_giou_dn_4: 0.3133 time: 1.1193 data_time: 0.1026 lr: 0.0001 max_mem: 43695M [05/21 16:14:20 d2.utils.events]: eta: 23:12:19 iter: 149399 total_loss: 8.279 loss_class: 0.2264 loss_bbox: 0.09945 loss_giou: 0.3555 loss_class_0: 0.2544 loss_bbox_0: 0.1112 loss_giou_0: 0.3742 loss_class_1: 0.2434 loss_bbox_1: 0.1052 loss_giou_1: 0.3611 loss_class_2: 0.234 loss_bbox_2: 0.1024 loss_giou_2: 0.3596 loss_class_3: 0.2312 loss_bbox_3: 0.1003 loss_giou_3: 0.3552 loss_class_4: 0.2276 loss_bbox_4: 0.09961 loss_giou_4: 0.3554 loss_class_enc: 0.2671 loss_bbox_enc: 0.1187 loss_giou_enc: 0.3965 loss_class_dn: 0.03594 loss_bbox_dn: 0.1198 loss_giou_dn: 0.3208 loss_class_dn_0: 0.08609 loss_bbox_dn_0: 0.2039 loss_giou_dn_0: 0.4722 loss_class_dn_1: 0.05799 loss_bbox_dn_1: 0.1431 loss_giou_dn_1: 0.3639 loss_class_dn_2: 0.04597 loss_bbox_dn_2: 0.1256 loss_giou_dn_2: 0.3302 loss_class_dn_3: 0.04033 loss_bbox_dn_3: 0.121 loss_giou_dn_3: 0.3228 loss_class_dn_4: 0.03634 loss_bbox_dn_4: 0.1197 loss_giou_dn_4: 0.3207 time: 1.1193 data_time: 0.1013 lr: 0.0001 max_mem: 43695M [05/21 16:15:16 d2.utils.events]: eta: 23:11:14 iter: 149449 total_loss: 8.209 loss_class: 0.2246 loss_bbox: 0.1001 loss_giou: 0.3529 loss_class_0: 0.252 loss_bbox_0: 0.1096 loss_giou_0: 0.372 loss_class_1: 0.2402 loss_bbox_1: 0.1057 loss_giou_1: 0.3654 loss_class_2: 0.2326 loss_bbox_2: 0.1028 loss_giou_2: 0.3573 loss_class_3: 0.2303 loss_bbox_3: 0.1012 loss_giou_3: 0.3543 loss_class_4: 0.2271 loss_bbox_4: 0.1001 loss_giou_4: 0.353 loss_class_enc: 0.2684 loss_bbox_enc: 0.1205 loss_giou_enc: 0.3954 loss_class_dn: 0.03534 loss_bbox_dn: 0.1162 loss_giou_dn: 0.3232 loss_class_dn_0: 0.08627 loss_bbox_dn_0: 0.2006 loss_giou_dn_0: 0.4698 loss_class_dn_1: 0.05766 loss_bbox_dn_1: 0.1387 loss_giou_dn_1: 0.366 loss_class_dn_2: 0.04629 loss_bbox_dn_2: 0.1215 loss_giou_dn_2: 0.3356 loss_class_dn_3: 0.04021 loss_bbox_dn_3: 0.1174 loss_giou_dn_3: 0.3254 loss_class_dn_4: 0.03643 loss_bbox_dn_4: 0.1162 loss_giou_dn_4: 0.3228 time: 1.1193 data_time: 0.0970 lr: 0.0001 max_mem: 43695M [05/21 16:16:13 d2.utils.events]: eta: 23:10:28 iter: 149499 total_loss: 8.282 loss_class: 0.2277 loss_bbox: 0.09723 loss_giou: 0.355 loss_class_0: 0.252 loss_bbox_0: 0.1071 loss_giou_0: 0.378 loss_class_1: 0.2384 loss_bbox_1: 0.1017 loss_giou_1: 0.3682 loss_class_2: 0.2336 loss_bbox_2: 0.09843 loss_giou_2: 0.3608 loss_class_3: 0.2307 loss_bbox_3: 0.09732 loss_giou_3: 0.3578 loss_class_4: 0.2275 loss_bbox_4: 0.09789 loss_giou_4: 0.3561 loss_class_enc: 0.265 loss_bbox_enc: 0.1162 loss_giou_enc: 0.4007 loss_class_dn: 0.0359 loss_bbox_dn: 0.1092 loss_giou_dn: 0.3205 loss_class_dn_0: 0.092 loss_bbox_dn_0: 0.1851 loss_giou_dn_0: 0.4674 loss_class_dn_1: 0.05929 loss_bbox_dn_1: 0.1281 loss_giou_dn_1: 0.3623 loss_class_dn_2: 0.04555 loss_bbox_dn_2: 0.1139 loss_giou_dn_2: 0.3288 loss_class_dn_3: 0.04011 loss_bbox_dn_3: 0.1101 loss_giou_dn_3: 0.3222 loss_class_dn_4: 0.03692 loss_bbox_dn_4: 0.1092 loss_giou_dn_4: 0.3204 time: 1.1193 data_time: 0.1007 lr: 0.0001 max_mem: 43695M [05/21 16:17:09 d2.utils.events]: eta: 23:09:42 iter: 149549 total_loss: 8.042 loss_class: 0.2209 loss_bbox: 0.1002 loss_giou: 0.3416 loss_class_0: 0.2439 loss_bbox_0: 0.1119 loss_giou_0: 0.3643 loss_class_1: 0.2324 loss_bbox_1: 0.1061 loss_giou_1: 0.3529 loss_class_2: 0.2242 loss_bbox_2: 0.1037 loss_giou_2: 0.3459 loss_class_3: 0.2246 loss_bbox_3: 0.1008 loss_giou_3: 0.3431 loss_class_4: 0.2217 loss_bbox_4: 0.1002 loss_giou_4: 0.3417 loss_class_enc: 0.2618 loss_bbox_enc: 0.1217 loss_giou_enc: 0.3862 loss_class_dn: 0.03522 loss_bbox_dn: 0.1197 loss_giou_dn: 0.3146 loss_class_dn_0: 0.08671 loss_bbox_dn_0: 0.2041 loss_giou_dn_0: 0.4715 loss_class_dn_1: 0.05603 loss_bbox_dn_1: 0.1411 loss_giou_dn_1: 0.3551 loss_class_dn_2: 0.04459 loss_bbox_dn_2: 0.1249 loss_giou_dn_2: 0.3251 loss_class_dn_3: 0.03957 loss_bbox_dn_3: 0.1213 loss_giou_dn_3: 0.3167 loss_class_dn_4: 0.03632 loss_bbox_dn_4: 0.1197 loss_giou_dn_4: 0.3145 time: 1.1193 data_time: 0.0999 lr: 0.0001 max_mem: 43695M [05/21 16:18:07 d2.utils.events]: eta: 23:08:38 iter: 149599 total_loss: 8.145 loss_class: 0.2221 loss_bbox: 0.1012 loss_giou: 0.3474 loss_class_0: 0.2518 loss_bbox_0: 0.1096 loss_giou_0: 0.3647 loss_class_1: 0.237 loss_bbox_1: 0.1037 loss_giou_1: 0.3573 loss_class_2: 0.2307 loss_bbox_2: 0.1038 loss_giou_2: 0.3505 loss_class_3: 0.228 loss_bbox_3: 0.101 loss_giou_3: 0.3486 loss_class_4: 0.2238 loss_bbox_4: 0.1009 loss_giou_4: 0.3469 loss_class_enc: 0.2642 loss_bbox_enc: 0.1195 loss_giou_enc: 0.3838 loss_class_dn: 0.03821 loss_bbox_dn: 0.1176 loss_giou_dn: 0.3171 loss_class_dn_0: 0.0914 loss_bbox_dn_0: 0.1982 loss_giou_dn_0: 0.4669 loss_class_dn_1: 0.06139 loss_bbox_dn_1: 0.1411 loss_giou_dn_1: 0.3588 loss_class_dn_2: 0.04701 loss_bbox_dn_2: 0.123 loss_giou_dn_2: 0.3275 loss_class_dn_3: 0.04183 loss_bbox_dn_3: 0.119 loss_giou_dn_3: 0.3197 loss_class_dn_4: 0.03923 loss_bbox_dn_4: 0.1176 loss_giou_dn_4: 0.317 time: 1.1193 data_time: 0.0964 lr: 0.0001 max_mem: 43695M [05/21 16:19:03 d2.utils.events]: eta: 23:06:47 iter: 149649 total_loss: 8.246 loss_class: 0.221 loss_bbox: 0.09993 loss_giou: 0.3539 loss_class_0: 0.2452 loss_bbox_0: 0.1105 loss_giou_0: 0.3745 loss_class_1: 0.2334 loss_bbox_1: 0.1053 loss_giou_1: 0.3646 loss_class_2: 0.226 loss_bbox_2: 0.1021 loss_giou_2: 0.3604 loss_class_3: 0.2233 loss_bbox_3: 0.1004 loss_giou_3: 0.3565 loss_class_4: 0.2221 loss_bbox_4: 0.1001 loss_giou_4: 0.3539 loss_class_enc: 0.2621 loss_bbox_enc: 0.1208 loss_giou_enc: 0.3998 loss_class_dn: 0.03756 loss_bbox_dn: 0.1229 loss_giou_dn: 0.3208 loss_class_dn_0: 0.08929 loss_bbox_dn_0: 0.209 loss_giou_dn_0: 0.4724 loss_class_dn_1: 0.06023 loss_bbox_dn_1: 0.1485 loss_giou_dn_1: 0.3631 loss_class_dn_2: 0.04716 loss_bbox_dn_2: 0.1284 loss_giou_dn_2: 0.3322 loss_class_dn_3: 0.04229 loss_bbox_dn_3: 0.124 loss_giou_dn_3: 0.323 loss_class_dn_4: 0.03847 loss_bbox_dn_4: 0.1229 loss_giou_dn_4: 0.3206 time: 1.1193 data_time: 0.1020 lr: 0.0001 max_mem: 43695M [05/21 16:19:59 d2.utils.events]: eta: 23:05:52 iter: 149699 total_loss: 8.315 loss_class: 0.2251 loss_bbox: 0.1 loss_giou: 0.3566 loss_class_0: 0.2548 loss_bbox_0: 0.1072 loss_giou_0: 0.3755 loss_class_1: 0.2394 loss_bbox_1: 0.1038 loss_giou_1: 0.3668 loss_class_2: 0.2349 loss_bbox_2: 0.101 loss_giou_2: 0.3599 loss_class_3: 0.2303 loss_bbox_3: 0.1011 loss_giou_3: 0.3571 loss_class_4: 0.2269 loss_bbox_4: 0.09991 loss_giou_4: 0.3559 loss_class_enc: 0.2686 loss_bbox_enc: 0.1178 loss_giou_enc: 0.3899 loss_class_dn: 0.03891 loss_bbox_dn: 0.1164 loss_giou_dn: 0.3242 loss_class_dn_0: 0.093 loss_bbox_dn_0: 0.1967 loss_giou_dn_0: 0.4789 loss_class_dn_1: 0.06144 loss_bbox_dn_1: 0.1386 loss_giou_dn_1: 0.3722 loss_class_dn_2: 0.04852 loss_bbox_dn_2: 0.1223 loss_giou_dn_2: 0.335 loss_class_dn_3: 0.04274 loss_bbox_dn_3: 0.1181 loss_giou_dn_3: 0.3264 loss_class_dn_4: 0.04018 loss_bbox_dn_4: 0.1163 loss_giou_dn_4: 0.3242 time: 1.1193 data_time: 0.0961 lr: 0.0001 max_mem: 43695M [05/21 16:20:56 d2.utils.events]: eta: 23:04:43 iter: 149749 total_loss: 8.105 loss_class: 0.2214 loss_bbox: 0.09768 loss_giou: 0.3461 loss_class_0: 0.2474 loss_bbox_0: 0.1083 loss_giou_0: 0.3661 loss_class_1: 0.2345 loss_bbox_1: 0.1019 loss_giou_1: 0.3553 loss_class_2: 0.2285 loss_bbox_2: 0.09993 loss_giou_2: 0.3515 loss_class_3: 0.2257 loss_bbox_3: 0.09806 loss_giou_3: 0.3475 loss_class_4: 0.2228 loss_bbox_4: 0.09736 loss_giou_4: 0.3453 loss_class_enc: 0.262 loss_bbox_enc: 0.1156 loss_giou_enc: 0.3874 loss_class_dn: 0.03241 loss_bbox_dn: 0.1133 loss_giou_dn: 0.3179 loss_class_dn_0: 0.08512 loss_bbox_dn_0: 0.1955 loss_giou_dn_0: 0.4686 loss_class_dn_1: 0.0522 loss_bbox_dn_1: 0.1354 loss_giou_dn_1: 0.3596 loss_class_dn_2: 0.04094 loss_bbox_dn_2: 0.1174 loss_giou_dn_2: 0.3293 loss_class_dn_3: 0.03718 loss_bbox_dn_3: 0.1143 loss_giou_dn_3: 0.3209 loss_class_dn_4: 0.03421 loss_bbox_dn_4: 0.1133 loss_giou_dn_4: 0.3179 time: 1.1193 data_time: 0.0972 lr: 0.0001 max_mem: 43695M [05/21 16:21:53 d2.utils.events]: eta: 23:03:30 iter: 149799 total_loss: 8.205 loss_class: 0.2223 loss_bbox: 0.1018 loss_giou: 0.3627 loss_class_0: 0.2464 loss_bbox_0: 0.1133 loss_giou_0: 0.3848 loss_class_1: 0.2352 loss_bbox_1: 0.1065 loss_giou_1: 0.3742 loss_class_2: 0.2291 loss_bbox_2: 0.1035 loss_giou_2: 0.3657 loss_class_3: 0.2264 loss_bbox_3: 0.1023 loss_giou_3: 0.3629 loss_class_4: 0.2239 loss_bbox_4: 0.1021 loss_giou_4: 0.3631 loss_class_enc: 0.2636 loss_bbox_enc: 0.1213 loss_giou_enc: 0.4055 loss_class_dn: 0.0372 loss_bbox_dn: 0.1196 loss_giou_dn: 0.3202 loss_class_dn_0: 0.08606 loss_bbox_dn_0: 0.2015 loss_giou_dn_0: 0.4694 loss_class_dn_1: 0.05919 loss_bbox_dn_1: 0.1444 loss_giou_dn_1: 0.362 loss_class_dn_2: 0.04665 loss_bbox_dn_2: 0.1262 loss_giou_dn_2: 0.3288 loss_class_dn_3: 0.04242 loss_bbox_dn_3: 0.1212 loss_giou_dn_3: 0.3218 loss_class_dn_4: 0.03821 loss_bbox_dn_4: 0.1195 loss_giou_dn_4: 0.3199 time: 1.1193 data_time: 0.0977 lr: 0.0001 max_mem: 43695M [05/21 16:22:49 d2.utils.events]: eta: 23:01:35 iter: 149849 total_loss: 8.057 loss_class: 0.2189 loss_bbox: 0.098 loss_giou: 0.3507 loss_class_0: 0.2455 loss_bbox_0: 0.1097 loss_giou_0: 0.3686 loss_class_1: 0.2324 loss_bbox_1: 0.1014 loss_giou_1: 0.3577 loss_class_2: 0.2256 loss_bbox_2: 0.1004 loss_giou_2: 0.3528 loss_class_3: 0.2235 loss_bbox_3: 0.09872 loss_giou_3: 0.3526 loss_class_4: 0.22 loss_bbox_4: 0.09777 loss_giou_4: 0.3511 loss_class_enc: 0.2632 loss_bbox_enc: 0.1213 loss_giou_enc: 0.3919 loss_class_dn: 0.03463 loss_bbox_dn: 0.1155 loss_giou_dn: 0.315 loss_class_dn_0: 0.08642 loss_bbox_dn_0: 0.2007 loss_giou_dn_0: 0.4705 loss_class_dn_1: 0.05566 loss_bbox_dn_1: 0.1394 loss_giou_dn_1: 0.3583 loss_class_dn_2: 0.04266 loss_bbox_dn_2: 0.1235 loss_giou_dn_2: 0.3258 loss_class_dn_3: 0.03927 loss_bbox_dn_3: 0.1176 loss_giou_dn_3: 0.3172 loss_class_dn_4: 0.03569 loss_bbox_dn_4: 0.1155 loss_giou_dn_4: 0.315 time: 1.1193 data_time: 0.1003 lr: 0.0001 max_mem: 43695M [05/21 16:23:45 d2.utils.events]: eta: 23:00:40 iter: 149899 total_loss: 8.039 loss_class: 0.2142 loss_bbox: 0.09797 loss_giou: 0.35 loss_class_0: 0.239 loss_bbox_0: 0.1055 loss_giou_0: 0.3679 loss_class_1: 0.2279 loss_bbox_1: 0.101 loss_giou_1: 0.356 loss_class_2: 0.2222 loss_bbox_2: 0.09978 loss_giou_2: 0.3527 loss_class_3: 0.2196 loss_bbox_3: 0.09859 loss_giou_3: 0.3493 loss_class_4: 0.2163 loss_bbox_4: 0.09819 loss_giou_4: 0.3492 loss_class_enc: 0.256 loss_bbox_enc: 0.116 loss_giou_enc: 0.3903 loss_class_dn: 0.03489 loss_bbox_dn: 0.1118 loss_giou_dn: 0.3153 loss_class_dn_0: 0.0858 loss_bbox_dn_0: 0.1954 loss_giou_dn_0: 0.461 loss_class_dn_1: 0.05566 loss_bbox_dn_1: 0.1381 loss_giou_dn_1: 0.3578 loss_class_dn_2: 0.04378 loss_bbox_dn_2: 0.1176 loss_giou_dn_2: 0.3251 loss_class_dn_3: 0.03821 loss_bbox_dn_3: 0.1132 loss_giou_dn_3: 0.317 loss_class_dn_4: 0.03592 loss_bbox_dn_4: 0.1119 loss_giou_dn_4: 0.3151 time: 1.1193 data_time: 0.0979 lr: 0.0001 max_mem: 43695M [05/21 16:24:42 d2.utils.events]: eta: 23:01:46 iter: 149949 total_loss: 8.388 loss_class: 0.2296 loss_bbox: 0.09786 loss_giou: 0.3604 loss_class_0: 0.254 loss_bbox_0: 0.1107 loss_giou_0: 0.3826 loss_class_1: 0.2419 loss_bbox_1: 0.1042 loss_giou_1: 0.3733 loss_class_2: 0.2366 loss_bbox_2: 0.1016 loss_giou_2: 0.3654 loss_class_3: 0.2333 loss_bbox_3: 0.09919 loss_giou_3: 0.3608 loss_class_4: 0.2299 loss_bbox_4: 0.09837 loss_giou_4: 0.3601 loss_class_enc: 0.2702 loss_bbox_enc: 0.1197 loss_giou_enc: 0.405 loss_class_dn: 0.03731 loss_bbox_dn: 0.1174 loss_giou_dn: 0.3277 loss_class_dn_0: 0.09067 loss_bbox_dn_0: 0.1991 loss_giou_dn_0: 0.4829 loss_class_dn_1: 0.06016 loss_bbox_dn_1: 0.1404 loss_giou_dn_1: 0.3704 loss_class_dn_2: 0.04729 loss_bbox_dn_2: 0.1228 loss_giou_dn_2: 0.3397 loss_class_dn_3: 0.04244 loss_bbox_dn_3: 0.1181 loss_giou_dn_3: 0.3307 loss_class_dn_4: 0.03818 loss_bbox_dn_4: 0.1174 loss_giou_dn_4: 0.3276 time: 1.1193 data_time: 0.1036 lr: 0.0001 max_mem: 43695M [05/21 16:25:39 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0149999.pth [05/21 16:25:58 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 16:26:13 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 16:26:16 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 16:26:19 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 16:27:20 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0044 s/iter. Inference: 0.0649 s/iter. Eval: 0.0004 s/iter. Total: 0.0696 s/iter. ETA=0:00:21 [05/21 16:27:25 d2.evaluation.evaluator]: Inference done 81/313. Dataloading: 0.0051 s/iter. Inference: 0.0655 s/iter. Eval: 0.0003 s/iter. Total: 0.0713 s/iter. ETA=0:00:16 [05/21 16:27:30 d2.evaluation.evaluator]: Inference done 153/313. Dataloading: 0.0053 s/iter. Inference: 0.0650 s/iter. Eval: 0.0003 s/iter. Total: 0.0708 s/iter. ETA=0:00:11 [05/21 16:27:35 d2.evaluation.evaluator]: Inference done 214/313. Dataloading: 0.0053 s/iter. Inference: 0.0685 s/iter. Eval: 0.0003 s/iter. Total: 0.0743 s/iter. ETA=0:00:07 [05/21 16:27:40 d2.evaluation.evaluator]: Inference done 286/313. Dataloading: 0.0052 s/iter. Inference: 0.0674 s/iter. Eval: 0.0004 s/iter. Total: 0.0732 s/iter. ETA=0:00:01 [05/21 16:27:43 d2.evaluation.evaluator]: Total inference time: 0:00:23.118895 (0.075061 s / iter per device, on 16 devices) [05/21 16:27:43 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.067060 s / iter per device, on 16 devices) [05/21 16:27:58 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 16:27:59 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 16:28:06 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=6.01s) creating index... index created! [05/21 16:28:13 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 16:28:34 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 20.86 seconds. [05/21 16:28:34 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 16:28:37 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.08 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.512 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.866 [05/21 16:28:37 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 46.934 | 63.045 | 51.219 | 34.447 | 50.247 | 59.353 | [05/21 16:28:37 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 61.683 | bicycle | 38.090 | car | 51.792 | | motorcycle | 46.983 | airplane | 77.888 | bus | 74.077 | | train | 74.679 | truck | 34.734 | boat | 33.249 | | traffic light | 32.093 | fire hydrant | 74.966 | stop sign | 60.187 | | parking meter | 16.424 | bench | 31.662 | bird | 44.110 | | cat | 76.883 | dog | 70.419 | horse | 67.073 | | sheep | 49.306 | cow | 64.968 | elephant | 72.112 | | bear | 64.593 | zebra | 72.952 | giraffe | 76.186 | | backpack | 20.573 | umbrella | 44.466 | handbag | 17.697 | | tie | 44.297 | suitcase | 47.945 | frisbee | 73.723 | | skis | 29.151 | snowboard | 44.644 | sports ball | 42.032 | | kite | 37.576 | baseball bat | 45.227 | baseball glove | 48.357 | | skateboard | 58.475 | surfboard | 47.474 | tennis racket | 56.018 | | bottle | 43.480 | wine glass | 48.614 | cup | 54.525 | | fork | 50.096 | knife | 28.586 | spoon | 27.759 | | bowl | 48.886 | banana | 21.470 | apple | 23.200 | | sandwich | 38.623 | orange | 33.665 | broccoli | 20.553 | | carrot | 16.609 | hot dog | 36.127 | pizza | 61.981 | | donut | 50.621 | cake | 47.736 | chair | 36.233 | | couch | 45.974 | potted plant | 29.038 | bed | 44.159 | | dining table | 27.823 | toilet | 64.553 | tv | 62.783 | | laptop | 74.539 | mouse | 68.824 | remote | 28.470 | | keyboard | 51.409 | cell phone | 48.047 | microwave | 70.698 | | oven | 16.384 | toaster | 44.678 | sink | 40.656 | | refrigerator | 66.259 | book | 12.887 | clock | 47.566 | | vase | 35.816 | scissors | 43.525 | teddy bear | 58.250 | | hair drier | 21.227 | toothbrush | 37.593 | | | [05/21 16:28:39 d2.evaluation.testing]: copypaste: Task: bbox [05/21 16:28:39 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 16:28:39 d2.evaluation.testing]: copypaste: 46.9335,63.0450,51.2187,34.4465,50.2467,59.3534 [05/21 16:28:39 d2.utils.events]: eta: 23:01:35 iter: 149999 total_loss: 8.12 loss_class: 0.2252 loss_bbox: 0.09748 loss_giou: 0.3454 loss_class_0: 0.2491 loss_bbox_0: 0.1106 loss_giou_0: 0.369 loss_class_1: 0.2384 loss_bbox_1: 0.1043 loss_giou_1: 0.3563 loss_class_2: 0.2312 loss_bbox_2: 0.1006 loss_giou_2: 0.3507 loss_class_3: 0.228 loss_bbox_3: 0.09882 loss_giou_3: 0.3486 loss_class_4: 0.2254 loss_bbox_4: 0.09755 loss_giou_4: 0.345 loss_class_enc: 0.2651 loss_bbox_enc: 0.1207 loss_giou_enc: 0.392 loss_class_dn: 0.03647 loss_bbox_dn: 0.1232 loss_giou_dn: 0.3156 loss_class_dn_0: 0.08779 loss_bbox_dn_0: 0.1998 loss_giou_dn_0: 0.4671 loss_class_dn_1: 0.05678 loss_bbox_dn_1: 0.1439 loss_giou_dn_1: 0.3576 loss_class_dn_2: 0.04552 loss_bbox_dn_2: 0.1277 loss_giou_dn_2: 0.3275 loss_class_dn_3: 0.0408 loss_bbox_dn_3: 0.1245 loss_giou_dn_3: 0.3176 loss_class_dn_4: 0.03778 loss_bbox_dn_4: 0.1232 loss_giou_dn_4: 0.3155 time: 1.1193 data_time: 0.0984 lr: 0.0001 max_mem: 43695M [05/21 16:29:36 d2.utils.events]: eta: 22:57:49 iter: 150049 total_loss: 7.965 loss_class: 0.22 loss_bbox: 0.09805 loss_giou: 0.3374 loss_class_0: 0.2451 loss_bbox_0: 0.1082 loss_giou_0: 0.3584 loss_class_1: 0.2334 loss_bbox_1: 0.1023 loss_giou_1: 0.3497 loss_class_2: 0.2273 loss_bbox_2: 0.09964 loss_giou_2: 0.3431 loss_class_3: 0.2243 loss_bbox_3: 0.09768 loss_giou_3: 0.3405 loss_class_4: 0.2218 loss_bbox_4: 0.09829 loss_giou_4: 0.3379 loss_class_enc: 0.2607 loss_bbox_enc: 0.1168 loss_giou_enc: 0.3788 loss_class_dn: 0.03287 loss_bbox_dn: 0.1169 loss_giou_dn: 0.3055 loss_class_dn_0: 0.08626 loss_bbox_dn_0: 0.1933 loss_giou_dn_0: 0.4542 loss_class_dn_1: 0.05661 loss_bbox_dn_1: 0.1377 loss_giou_dn_1: 0.3466 loss_class_dn_2: 0.04392 loss_bbox_dn_2: 0.1224 loss_giou_dn_2: 0.3145 loss_class_dn_3: 0.03748 loss_bbox_dn_3: 0.1178 loss_giou_dn_3: 0.3071 loss_class_dn_4: 0.03416 loss_bbox_dn_4: 0.1169 loss_giou_dn_4: 0.3053 time: 1.1193 data_time: 0.1073 lr: 1e-05 max_mem: 43695M [05/21 16:30:33 d2.utils.events]: eta: 22:57:19 iter: 150099 total_loss: 8.143 loss_class: 0.2189 loss_bbox: 0.1 loss_giou: 0.349 loss_class_0: 0.2437 loss_bbox_0: 0.11 loss_giou_0: 0.363 loss_class_1: 0.2303 loss_bbox_1: 0.1051 loss_giou_1: 0.3558 loss_class_2: 0.2251 loss_bbox_2: 0.1028 loss_giou_2: 0.3512 loss_class_3: 0.2228 loss_bbox_3: 0.1007 loss_giou_3: 0.3509 loss_class_4: 0.2189 loss_bbox_4: 0.1005 loss_giou_4: 0.35 loss_class_enc: 0.2577 loss_bbox_enc: 0.1199 loss_giou_enc: 0.3836 loss_class_dn: 0.03478 loss_bbox_dn: 0.1197 loss_giou_dn: 0.3137 loss_class_dn_0: 0.08556 loss_bbox_dn_0: 0.2026 loss_giou_dn_0: 0.4597 loss_class_dn_1: 0.05453 loss_bbox_dn_1: 0.1392 loss_giou_dn_1: 0.353 loss_class_dn_2: 0.0428 loss_bbox_dn_2: 0.1238 loss_giou_dn_2: 0.3233 loss_class_dn_3: 0.03816 loss_bbox_dn_3: 0.1204 loss_giou_dn_3: 0.3157 loss_class_dn_4: 0.03554 loss_bbox_dn_4: 0.1197 loss_giou_dn_4: 0.3136 time: 1.1193 data_time: 0.0980 lr: 1e-05 max_mem: 43695M [05/21 16:31:30 d2.utils.events]: eta: 22:55:21 iter: 150149 total_loss: 7.93 loss_class: 0.2082 loss_bbox: 0.0971 loss_giou: 0.3429 loss_class_0: 0.2352 loss_bbox_0: 0.1091 loss_giou_0: 0.3591 loss_class_1: 0.2219 loss_bbox_1: 0.1039 loss_giou_1: 0.35 loss_class_2: 0.2166 loss_bbox_2: 0.09958 loss_giou_2: 0.347 loss_class_3: 0.2129 loss_bbox_3: 0.09787 loss_giou_3: 0.3448 loss_class_4: 0.2094 loss_bbox_4: 0.09722 loss_giou_4: 0.3429 loss_class_enc: 0.2499 loss_bbox_enc: 0.1179 loss_giou_enc: 0.3776 loss_class_dn: 0.03177 loss_bbox_dn: 0.1206 loss_giou_dn: 0.3063 loss_class_dn_0: 0.08239 loss_bbox_dn_0: 0.2006 loss_giou_dn_0: 0.4506 loss_class_dn_1: 0.05296 loss_bbox_dn_1: 0.1417 loss_giou_dn_1: 0.3451 loss_class_dn_2: 0.04102 loss_bbox_dn_2: 0.1257 loss_giou_dn_2: 0.3156 loss_class_dn_3: 0.03561 loss_bbox_dn_3: 0.1227 loss_giou_dn_3: 0.3082 loss_class_dn_4: 0.03296 loss_bbox_dn_4: 0.1206 loss_giou_dn_4: 0.3062 time: 1.1193 data_time: 0.0969 lr: 1e-05 max_mem: 43695M [05/21 16:32:27 d2.utils.events]: eta: 22:55:04 iter: 150199 total_loss: 7.867 loss_class: 0.2117 loss_bbox: 0.101 loss_giou: 0.3406 loss_class_0: 0.239 loss_bbox_0: 0.1104 loss_giou_0: 0.3575 loss_class_1: 0.2266 loss_bbox_1: 0.1049 loss_giou_1: 0.3492 loss_class_2: 0.2193 loss_bbox_2: 0.1021 loss_giou_2: 0.3407 loss_class_3: 0.2167 loss_bbox_3: 0.1006 loss_giou_3: 0.3405 loss_class_4: 0.2124 loss_bbox_4: 0.1016 loss_giou_4: 0.3408 loss_class_enc: 0.256 loss_bbox_enc: 0.118 loss_giou_enc: 0.3747 loss_class_dn: 0.0323 loss_bbox_dn: 0.1182 loss_giou_dn: 0.3007 loss_class_dn_0: 0.087 loss_bbox_dn_0: 0.2033 loss_giou_dn_0: 0.448 loss_class_dn_1: 0.05479 loss_bbox_dn_1: 0.1413 loss_giou_dn_1: 0.3428 loss_class_dn_2: 0.04231 loss_bbox_dn_2: 0.1232 loss_giou_dn_2: 0.31 loss_class_dn_3: 0.03685 loss_bbox_dn_3: 0.1199 loss_giou_dn_3: 0.3025 loss_class_dn_4: 0.03339 loss_bbox_dn_4: 0.1183 loss_giou_dn_4: 0.3005 time: 1.1193 data_time: 0.0942 lr: 1e-05 max_mem: 43695M [05/21 16:33:23 d2.utils.events]: eta: 22:53:31 iter: 150249 total_loss: 7.802 loss_class: 0.2181 loss_bbox: 0.09684 loss_giou: 0.3333 loss_class_0: 0.2401 loss_bbox_0: 0.1078 loss_giou_0: 0.3522 loss_class_1: 0.2286 loss_bbox_1: 0.1033 loss_giou_1: 0.3432 loss_class_2: 0.2239 loss_bbox_2: 0.09859 loss_giou_2: 0.3371 loss_class_3: 0.2215 loss_bbox_3: 0.09802 loss_giou_3: 0.3339 loss_class_4: 0.2189 loss_bbox_4: 0.09657 loss_giou_4: 0.3326 loss_class_enc: 0.2558 loss_bbox_enc: 0.1148 loss_giou_enc: 0.3691 loss_class_dn: 0.03068 loss_bbox_dn: 0.1157 loss_giou_dn: 0.3028 loss_class_dn_0: 0.08027 loss_bbox_dn_0: 0.1921 loss_giou_dn_0: 0.4473 loss_class_dn_1: 0.05096 loss_bbox_dn_1: 0.1363 loss_giou_dn_1: 0.3428 loss_class_dn_2: 0.0391 loss_bbox_dn_2: 0.1202 loss_giou_dn_2: 0.3117 loss_class_dn_3: 0.03428 loss_bbox_dn_3: 0.117 loss_giou_dn_3: 0.3042 loss_class_dn_4: 0.03185 loss_bbox_dn_4: 0.1157 loss_giou_dn_4: 0.3027 time: 1.1193 data_time: 0.0981 lr: 1e-05 max_mem: 43695M [05/21 16:34:20 d2.utils.events]: eta: 22:52:31 iter: 150299 total_loss: 7.891 loss_class: 0.2139 loss_bbox: 0.09175 loss_giou: 0.3393 loss_class_0: 0.2402 loss_bbox_0: 0.1053 loss_giou_0: 0.3589 loss_class_1: 0.2275 loss_bbox_1: 0.09906 loss_giou_1: 0.3484 loss_class_2: 0.2195 loss_bbox_2: 0.09419 loss_giou_2: 0.342 loss_class_3: 0.2173 loss_bbox_3: 0.09227 loss_giou_3: 0.3401 loss_class_4: 0.2138 loss_bbox_4: 0.09205 loss_giou_4: 0.339 loss_class_enc: 0.2561 loss_bbox_enc: 0.1127 loss_giou_enc: 0.375 loss_class_dn: 0.03223 loss_bbox_dn: 0.112 loss_giou_dn: 0.3042 loss_class_dn_0: 0.08455 loss_bbox_dn_0: 0.187 loss_giou_dn_0: 0.4472 loss_class_dn_1: 0.05443 loss_bbox_dn_1: 0.1321 loss_giou_dn_1: 0.3427 loss_class_dn_2: 0.0418 loss_bbox_dn_2: 0.1161 loss_giou_dn_2: 0.3146 loss_class_dn_3: 0.03726 loss_bbox_dn_3: 0.1125 loss_giou_dn_3: 0.3062 loss_class_dn_4: 0.03384 loss_bbox_dn_4: 0.1119 loss_giou_dn_4: 0.3042 time: 1.1193 data_time: 0.1013 lr: 1e-05 max_mem: 43695M [05/21 16:35:17 d2.utils.events]: eta: 22:51:36 iter: 150349 total_loss: 7.8 loss_class: 0.2124 loss_bbox: 0.09542 loss_giou: 0.3417 loss_class_0: 0.2387 loss_bbox_0: 0.1057 loss_giou_0: 0.362 loss_class_1: 0.2266 loss_bbox_1: 0.09909 loss_giou_1: 0.3517 loss_class_2: 0.2212 loss_bbox_2: 0.09699 loss_giou_2: 0.3454 loss_class_3: 0.2171 loss_bbox_3: 0.09586 loss_giou_3: 0.3429 loss_class_4: 0.2121 loss_bbox_4: 0.09575 loss_giou_4: 0.3424 loss_class_enc: 0.2558 loss_bbox_enc: 0.1126 loss_giou_enc: 0.381 loss_class_dn: 0.03112 loss_bbox_dn: 0.1143 loss_giou_dn: 0.3033 loss_class_dn_0: 0.08163 loss_bbox_dn_0: 0.1892 loss_giou_dn_0: 0.4501 loss_class_dn_1: 0.05268 loss_bbox_dn_1: 0.1354 loss_giou_dn_1: 0.3447 loss_class_dn_2: 0.0403 loss_bbox_dn_2: 0.1183 loss_giou_dn_2: 0.3127 loss_class_dn_3: 0.0349 loss_bbox_dn_3: 0.1149 loss_giou_dn_3: 0.3049 loss_class_dn_4: 0.03201 loss_bbox_dn_4: 0.1143 loss_giou_dn_4: 0.3032 time: 1.1193 data_time: 0.0954 lr: 1e-05 max_mem: 43695M [05/21 16:36:14 d2.utils.events]: eta: 22:51:36 iter: 150399 total_loss: 7.885 loss_class: 0.2103 loss_bbox: 0.09611 loss_giou: 0.3492 loss_class_0: 0.2358 loss_bbox_0: 0.1066 loss_giou_0: 0.3672 loss_class_1: 0.2234 loss_bbox_1: 0.1022 loss_giou_1: 0.3555 loss_class_2: 0.2184 loss_bbox_2: 0.09776 loss_giou_2: 0.3532 loss_class_3: 0.2141 loss_bbox_3: 0.09756 loss_giou_3: 0.3505 loss_class_4: 0.2139 loss_bbox_4: 0.09677 loss_giou_4: 0.3478 loss_class_enc: 0.2559 loss_bbox_enc: 0.1154 loss_giou_enc: 0.382 loss_class_dn: 0.03257 loss_bbox_dn: 0.1127 loss_giou_dn: 0.3102 loss_class_dn_0: 0.08425 loss_bbox_dn_0: 0.1871 loss_giou_dn_0: 0.4558 loss_class_dn_1: 0.05359 loss_bbox_dn_1: 0.1355 loss_giou_dn_1: 0.3531 loss_class_dn_2: 0.04095 loss_bbox_dn_2: 0.1165 loss_giou_dn_2: 0.32 loss_class_dn_3: 0.03567 loss_bbox_dn_3: 0.1139 loss_giou_dn_3: 0.3121 loss_class_dn_4: 0.03312 loss_bbox_dn_4: 0.1128 loss_giou_dn_4: 0.3102 time: 1.1193 data_time: 0.1018 lr: 1e-05 max_mem: 43695M [05/21 16:37:11 d2.utils.events]: eta: 22:52:03 iter: 150449 total_loss: 7.927 loss_class: 0.2144 loss_bbox: 0.09599 loss_giou: 0.344 loss_class_0: 0.2391 loss_bbox_0: 0.106 loss_giou_0: 0.3644 loss_class_1: 0.2265 loss_bbox_1: 0.09902 loss_giou_1: 0.3542 loss_class_2: 0.2213 loss_bbox_2: 0.09796 loss_giou_2: 0.3464 loss_class_3: 0.2179 loss_bbox_3: 0.09619 loss_giou_3: 0.3435 loss_class_4: 0.2147 loss_bbox_4: 0.09656 loss_giou_4: 0.3432 loss_class_enc: 0.2574 loss_bbox_enc: 0.112 loss_giou_enc: 0.3789 loss_class_dn: 0.03162 loss_bbox_dn: 0.1162 loss_giou_dn: 0.3104 loss_class_dn_0: 0.08478 loss_bbox_dn_0: 0.1896 loss_giou_dn_0: 0.4579 loss_class_dn_1: 0.05391 loss_bbox_dn_1: 0.1367 loss_giou_dn_1: 0.3534 loss_class_dn_2: 0.04182 loss_bbox_dn_2: 0.1201 loss_giou_dn_2: 0.3206 loss_class_dn_3: 0.03714 loss_bbox_dn_3: 0.1172 loss_giou_dn_3: 0.3121 loss_class_dn_4: 0.03309 loss_bbox_dn_4: 0.1163 loss_giou_dn_4: 0.3104 time: 1.1193 data_time: 0.1007 lr: 1e-05 max_mem: 43695M [05/21 16:38:08 d2.utils.events]: eta: 22:49:45 iter: 150499 total_loss: 7.733 loss_class: 0.2102 loss_bbox: 0.09362 loss_giou: 0.3386 loss_class_0: 0.237 loss_bbox_0: 0.1039 loss_giou_0: 0.3569 loss_class_1: 0.2252 loss_bbox_1: 0.09748 loss_giou_1: 0.347 loss_class_2: 0.2188 loss_bbox_2: 0.09532 loss_giou_2: 0.3403 loss_class_3: 0.217 loss_bbox_3: 0.09374 loss_giou_3: 0.3378 loss_class_4: 0.2132 loss_bbox_4: 0.0933 loss_giou_4: 0.3388 loss_class_enc: 0.2523 loss_bbox_enc: 0.1115 loss_giou_enc: 0.3729 loss_class_dn: 0.0316 loss_bbox_dn: 0.1085 loss_giou_dn: 0.3017 loss_class_dn_0: 0.08345 loss_bbox_dn_0: 0.1881 loss_giou_dn_0: 0.4424 loss_class_dn_1: 0.05505 loss_bbox_dn_1: 0.1303 loss_giou_dn_1: 0.3399 loss_class_dn_2: 0.04174 loss_bbox_dn_2: 0.1138 loss_giou_dn_2: 0.3097 loss_class_dn_3: 0.03609 loss_bbox_dn_3: 0.1101 loss_giou_dn_3: 0.3027 loss_class_dn_4: 0.03272 loss_bbox_dn_4: 0.1085 loss_giou_dn_4: 0.3013 time: 1.1193 data_time: 0.1007 lr: 1e-05 max_mem: 43695M [05/21 16:39:04 d2.utils.events]: eta: 22:47:14 iter: 150549 total_loss: 7.869 loss_class: 0.2124 loss_bbox: 0.09367 loss_giou: 0.3441 loss_class_0: 0.2362 loss_bbox_0: 0.1043 loss_giou_0: 0.3625 loss_class_1: 0.223 loss_bbox_1: 0.09853 loss_giou_1: 0.3537 loss_class_2: 0.2163 loss_bbox_2: 0.09592 loss_giou_2: 0.3462 loss_class_3: 0.2155 loss_bbox_3: 0.09338 loss_giou_3: 0.3436 loss_class_4: 0.2122 loss_bbox_4: 0.09354 loss_giou_4: 0.343 loss_class_enc: 0.2541 loss_bbox_enc: 0.1126 loss_giou_enc: 0.3777 loss_class_dn: 0.02904 loss_bbox_dn: 0.1114 loss_giou_dn: 0.312 loss_class_dn_0: 0.08 loss_bbox_dn_0: 0.1899 loss_giou_dn_0: 0.4523 loss_class_dn_1: 0.04919 loss_bbox_dn_1: 0.133 loss_giou_dn_1: 0.3509 loss_class_dn_2: 0.03767 loss_bbox_dn_2: 0.116 loss_giou_dn_2: 0.3235 loss_class_dn_3: 0.03313 loss_bbox_dn_3: 0.1127 loss_giou_dn_3: 0.3139 loss_class_dn_4: 0.02986 loss_bbox_dn_4: 0.1114 loss_giou_dn_4: 0.3117 time: 1.1193 data_time: 0.0958 lr: 1e-05 max_mem: 43695M [05/21 16:40:01 d2.utils.events]: eta: 22:46:25 iter: 150599 total_loss: 7.861 loss_class: 0.215 loss_bbox: 0.09575 loss_giou: 0.3385 loss_class_0: 0.2417 loss_bbox_0: 0.1073 loss_giou_0: 0.3592 loss_class_1: 0.2292 loss_bbox_1: 0.1013 loss_giou_1: 0.3488 loss_class_2: 0.2229 loss_bbox_2: 0.09793 loss_giou_2: 0.3451 loss_class_3: 0.2202 loss_bbox_3: 0.09569 loss_giou_3: 0.3394 loss_class_4: 0.2167 loss_bbox_4: 0.09557 loss_giou_4: 0.3383 loss_class_enc: 0.2559 loss_bbox_enc: 0.1138 loss_giou_enc: 0.3841 loss_class_dn: 0.02987 loss_bbox_dn: 0.1126 loss_giou_dn: 0.3054 loss_class_dn_0: 0.08231 loss_bbox_dn_0: 0.1935 loss_giou_dn_0: 0.4453 loss_class_dn_1: 0.05144 loss_bbox_dn_1: 0.1343 loss_giou_dn_1: 0.3488 loss_class_dn_2: 0.03963 loss_bbox_dn_2: 0.1177 loss_giou_dn_2: 0.3141 loss_class_dn_3: 0.03411 loss_bbox_dn_3: 0.1137 loss_giou_dn_3: 0.3071 loss_class_dn_4: 0.0302 loss_bbox_dn_4: 0.1125 loss_giou_dn_4: 0.3053 time: 1.1193 data_time: 0.1082 lr: 1e-05 max_mem: 43695M [05/21 16:40:57 d2.utils.events]: eta: 22:45:11 iter: 150649 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loss_giou_1: 0.3639 loss_class_2: 0.2178 loss_bbox_2: 0.09716 loss_giou_2: 0.3584 loss_class_3: 0.2145 loss_bbox_3: 0.09501 loss_giou_3: 0.354 loss_class_4: 0.2139 loss_bbox_4: 0.09425 loss_giou_4: 0.351 loss_class_enc: 0.2515 loss_bbox_enc: 0.1099 loss_giou_enc: 0.3867 loss_class_dn: 0.02948 loss_bbox_dn: 0.1056 loss_giou_dn: 0.3102 loss_class_dn_0: 0.08069 loss_bbox_dn_0: 0.1787 loss_giou_dn_0: 0.4517 loss_class_dn_1: 0.05064 loss_bbox_dn_1: 0.1261 loss_giou_dn_1: 0.3524 loss_class_dn_2: 0.03901 loss_bbox_dn_2: 0.1101 loss_giou_dn_2: 0.3213 loss_class_dn_3: 0.0337 loss_bbox_dn_3: 0.1062 loss_giou_dn_3: 0.313 loss_class_dn_4: 0.03068 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.3103 time: 1.1193 data_time: 0.1010 lr: 1e-05 max_mem: 43695M [05/21 16:53:13 d2.utils.events]: eta: 22:36:06 iter: 151299 total_loss: 7.793 loss_class: 0.207 loss_bbox: 0.0924 loss_giou: 0.3403 loss_class_0: 0.2324 loss_bbox_0: 0.1026 loss_giou_0: 0.3601 loss_class_1: 0.2209 loss_bbox_1: 0.09715 loss_giou_1: 0.3488 loss_class_2: 0.2156 loss_bbox_2: 0.09377 loss_giou_2: 0.3436 loss_class_3: 0.2129 loss_bbox_3: 0.09198 loss_giou_3: 0.341 loss_class_4: 0.2093 loss_bbox_4: 0.09173 loss_giou_4: 0.3407 loss_class_enc: 0.2507 loss_bbox_enc: 0.1105 loss_giou_enc: 0.3751 loss_class_dn: 0.03038 loss_bbox_dn: 0.1105 loss_giou_dn: 0.3035 loss_class_dn_0: 0.08137 loss_bbox_dn_0: 0.182 loss_giou_dn_0: 0.4487 loss_class_dn_1: 0.0513 loss_bbox_dn_1: 0.1288 loss_giou_dn_1: 0.3482 loss_class_dn_2: 0.03905 loss_bbox_dn_2: 0.1141 loss_giou_dn_2: 0.3141 loss_class_dn_3: 0.03394 loss_bbox_dn_3: 0.1121 loss_giou_dn_3: 0.3051 loss_class_dn_4: 0.03166 loss_bbox_dn_4: 0.1105 loss_giou_dn_4: 0.3034 time: 1.1193 data_time: 0.1050 lr: 1e-05 max_mem: 43695M [05/21 16:54:10 d2.utils.events]: eta: 22:35:51 iter: 151349 total_loss: 7.661 loss_class: 0.2049 loss_bbox: 0.09094 loss_giou: 0.3418 loss_class_0: 0.2246 loss_bbox_0: 0.1013 loss_giou_0: 0.3602 loss_class_1: 0.2174 loss_bbox_1: 0.09562 loss_giou_1: 0.349 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0.2128 loss_bbox_2: 0.09562 loss_giou_2: 0.3435 loss_class_3: 0.2096 loss_bbox_3: 0.09371 loss_giou_3: 0.3406 loss_class_4: 0.2055 loss_bbox_4: 0.09305 loss_giou_4: 0.3407 loss_class_enc: 0.2437 loss_bbox_enc: 0.1104 loss_giou_enc: 0.3776 loss_class_dn: 0.03008 loss_bbox_dn: 0.1145 loss_giou_dn: 0.3066 loss_class_dn_0: 0.07751 loss_bbox_dn_0: 0.188 loss_giou_dn_0: 0.4441 loss_class_dn_1: 0.04981 loss_bbox_dn_1: 0.133 loss_giou_dn_1: 0.3438 loss_class_dn_2: 0.03879 loss_bbox_dn_2: 0.1184 loss_giou_dn_2: 0.315 loss_class_dn_3: 0.03368 loss_bbox_dn_3: 0.1154 loss_giou_dn_3: 0.3077 loss_class_dn_4: 0.03123 loss_bbox_dn_4: 0.1145 loss_giou_dn_4: 0.3065 time: 1.1193 data_time: 0.1068 lr: 1e-05 max_mem: 43695M [05/21 16:56:05 d2.utils.events]: eta: 22:33:01 iter: 151449 total_loss: 7.682 loss_class: 0.2065 loss_bbox: 0.09333 loss_giou: 0.3362 loss_class_0: 0.2313 loss_bbox_0: 0.1045 loss_giou_0: 0.3546 loss_class_1: 0.2206 loss_bbox_1: 0.0963 loss_giou_1: 0.3448 loss_class_2: 0.2142 loss_bbox_2: 0.0956 loss_giou_2: 0.3408 loss_class_3: 0.2119 loss_bbox_3: 0.093 loss_giou_3: 0.3394 loss_class_4: 0.2081 loss_bbox_4: 0.09352 loss_giou_4: 0.3371 loss_class_enc: 0.2486 loss_bbox_enc: 0.1115 loss_giou_enc: 0.3705 loss_class_dn: 0.03091 loss_bbox_dn: 0.11 loss_giou_dn: 0.296 loss_class_dn_0: 0.08334 loss_bbox_dn_0: 0.1866 loss_giou_dn_0: 0.4342 loss_class_dn_1: 0.05209 loss_bbox_dn_1: 0.1294 loss_giou_dn_1: 0.3367 loss_class_dn_2: 0.03984 loss_bbox_dn_2: 0.1144 loss_giou_dn_2: 0.3062 loss_class_dn_3: 0.03392 loss_bbox_dn_3: 0.1113 loss_giou_dn_3: 0.2982 loss_class_dn_4: 0.03176 loss_bbox_dn_4: 0.1101 loss_giou_dn_4: 0.2959 time: 1.1194 data_time: 0.0990 lr: 1e-05 max_mem: 43695M [05/21 16:57:02 d2.utils.events]: eta: 22:33:08 iter: 151499 total_loss: 7.764 loss_class: 0.2122 loss_bbox: 0.09403 loss_giou: 0.3318 loss_class_0: 0.2333 loss_bbox_0: 0.1042 loss_giou_0: 0.3497 loss_class_1: 0.2206 loss_bbox_1: 0.09874 loss_giou_1: 0.3398 loss_class_2: 0.2177 loss_bbox_2: 0.09611 loss_giou_2: 0.3356 loss_class_3: 0.2158 loss_bbox_3: 0.09499 loss_giou_3: 0.3321 loss_class_4: 0.213 loss_bbox_4: 0.09442 loss_giou_4: 0.3322 loss_class_enc: 0.2501 loss_bbox_enc: 0.1105 loss_giou_enc: 0.3684 loss_class_dn: 0.03029 loss_bbox_dn: 0.1116 loss_giou_dn: 0.3008 loss_class_dn_0: 0.08022 loss_bbox_dn_0: 0.1909 loss_giou_dn_0: 0.4427 loss_class_dn_1: 0.04984 loss_bbox_dn_1: 0.1346 loss_giou_dn_1: 0.34 loss_class_dn_2: 0.03839 loss_bbox_dn_2: 0.1175 loss_giou_dn_2: 0.3111 loss_class_dn_3: 0.03339 loss_bbox_dn_3: 0.1136 loss_giou_dn_3: 0.303 loss_class_dn_4: 0.03098 loss_bbox_dn_4: 0.1115 loss_giou_dn_4: 0.3008 time: 1.1194 data_time: 0.0968 lr: 1e-05 max_mem: 43695M [05/21 16:57:59 d2.utils.events]: eta: 22:32:38 iter: 151549 total_loss: 7.888 loss_class: 0.2108 loss_bbox: 0.0956 loss_giou: 0.3361 loss_class_0: 0.2394 loss_bbox_0: 0.1058 loss_giou_0: 0.3568 loss_class_1: 0.2235 loss_bbox_1: 0.1007 loss_giou_1: 0.3487 loss_class_2: 0.2194 loss_bbox_2: 0.09646 loss_giou_2: 0.3414 loss_class_3: 0.2164 loss_bbox_3: 0.0953 loss_giou_3: 0.3366 loss_class_4: 0.212 loss_bbox_4: 0.09528 loss_giou_4: 0.3355 loss_class_enc: 0.2581 loss_bbox_enc: 0.1147 loss_giou_enc: 0.3777 loss_class_dn: 0.02934 loss_bbox_dn: 0.1101 loss_giou_dn: 0.305 loss_class_dn_0: 0.08195 loss_bbox_dn_0: 0.1877 loss_giou_dn_0: 0.4546 loss_class_dn_1: 0.05055 loss_bbox_dn_1: 0.1298 loss_giou_dn_1: 0.3478 loss_class_dn_2: 0.0388 loss_bbox_dn_2: 0.1143 loss_giou_dn_2: 0.3161 loss_class_dn_3: 0.03389 loss_bbox_dn_3: 0.1106 loss_giou_dn_3: 0.3073 loss_class_dn_4: 0.03086 loss_bbox_dn_4: 0.11 loss_giou_dn_4: 0.305 time: 1.1194 data_time: 0.0990 lr: 1e-05 max_mem: 43695M [05/21 16:58:56 d2.utils.events]: eta: 22:32:22 iter: 151599 total_loss: 7.81 loss_class: 0.2103 loss_bbox: 0.09527 loss_giou: 0.3373 loss_class_0: 0.2371 loss_bbox_0: 0.1048 loss_giou_0: 0.358 loss_class_1: 0.2271 loss_bbox_1: 0.09937 loss_giou_1: 0.3477 loss_class_2: 0.2197 loss_bbox_2: 0.09703 loss_giou_2: 0.3422 loss_class_3: 0.2169 loss_bbox_3: 0.09564 loss_giou_3: 0.3394 loss_class_4: 0.2137 loss_bbox_4: 0.09516 loss_giou_4: 0.3377 loss_class_enc: 0.2556 loss_bbox_enc: 0.1117 loss_giou_enc: 0.3714 loss_class_dn: 0.03219 loss_bbox_dn: 0.1129 loss_giou_dn: 0.3029 loss_class_dn_0: 0.08394 loss_bbox_dn_0: 0.1874 loss_giou_dn_0: 0.4442 loss_class_dn_1: 0.05392 loss_bbox_dn_1: 0.1312 loss_giou_dn_1: 0.3418 loss_class_dn_2: 0.04071 loss_bbox_dn_2: 0.1169 loss_giou_dn_2: 0.3122 loss_class_dn_3: 0.03618 loss_bbox_dn_3: 0.1137 loss_giou_dn_3: 0.3041 loss_class_dn_4: 0.03357 loss_bbox_dn_4: 0.1129 loss_giou_dn_4: 0.3029 time: 1.1194 data_time: 0.0998 lr: 1e-05 max_mem: 43695M [05/21 16:59:53 d2.utils.events]: eta: 22:33:11 iter: 151649 total_loss: 7.929 loss_class: 0.2117 loss_bbox: 0.09529 loss_giou: 0.3422 loss_class_0: 0.236 loss_bbox_0: 0.1072 loss_giou_0: 0.3587 loss_class_1: 0.2252 loss_bbox_1: 0.1021 loss_giou_1: 0.3545 loss_class_2: 0.221 loss_bbox_2: 0.09745 loss_giou_2: 0.3462 loss_class_3: 0.2171 loss_bbox_3: 0.09627 loss_giou_3: 0.3428 loss_class_4: 0.2141 loss_bbox_4: 0.09515 loss_giou_4: 0.342 loss_class_enc: 0.2522 loss_bbox_enc: 0.1146 loss_giou_enc: 0.3762 loss_class_dn: 0.02953 loss_bbox_dn: 0.1144 loss_giou_dn: 0.3029 loss_class_dn_0: 0.08213 loss_bbox_dn_0: 0.1924 loss_giou_dn_0: 0.446 loss_class_dn_1: 0.05122 loss_bbox_dn_1: 0.1367 loss_giou_dn_1: 0.346 loss_class_dn_2: 0.03891 loss_bbox_dn_2: 0.1191 loss_giou_dn_2: 0.3119 loss_class_dn_3: 0.03387 loss_bbox_dn_3: 0.1155 loss_giou_dn_3: 0.3042 loss_class_dn_4: 0.03057 loss_bbox_dn_4: 0.1144 loss_giou_dn_4: 0.3028 time: 1.1194 data_time: 0.0983 lr: 1e-05 max_mem: 43695M [05/21 17:00:50 d2.utils.events]: eta: 22:32:15 iter: 151699 total_loss: 7.849 loss_class: 0.2074 loss_bbox: 0.09441 loss_giou: 0.348 loss_class_0: 0.2311 loss_bbox_0: 0.1039 loss_giou_0: 0.3634 loss_class_1: 0.2219 loss_bbox_1: 0.09874 loss_giou_1: 0.3554 loss_class_2: 0.2141 loss_bbox_2: 0.09605 loss_giou_2: 0.3503 loss_class_3: 0.2114 loss_bbox_3: 0.09477 loss_giou_3: 0.3497 loss_class_4: 0.2092 loss_bbox_4: 0.09401 loss_giou_4: 0.3478 loss_class_enc: 0.2483 loss_bbox_enc: 0.111 loss_giou_enc: 0.3805 loss_class_dn: 0.02913 loss_bbox_dn: 0.111 loss_giou_dn: 0.3071 loss_class_dn_0: 0.07947 loss_bbox_dn_0: 0.1865 loss_giou_dn_0: 0.4501 loss_class_dn_1: 0.04981 loss_bbox_dn_1: 0.1311 loss_giou_dn_1: 0.3462 loss_class_dn_2: 0.03754 loss_bbox_dn_2: 0.1154 loss_giou_dn_2: 0.3166 loss_class_dn_3: 0.03276 loss_bbox_dn_3: 0.1116 loss_giou_dn_3: 0.3094 loss_class_dn_4: 0.03043 loss_bbox_dn_4: 0.1109 loss_giou_dn_4: 0.3073 time: 1.1194 data_time: 0.1014 lr: 1e-05 max_mem: 43695M [05/21 17:01:47 d2.utils.events]: eta: 22:31:10 iter: 151749 total_loss: 7.851 loss_class: 0.2176 loss_bbox: 0.09416 loss_giou: 0.3371 loss_class_0: 0.2397 loss_bbox_0: 0.1014 loss_giou_0: 0.3564 loss_class_1: 0.2288 loss_bbox_1: 0.0991 loss_giou_1: 0.3456 loss_class_2: 0.2236 loss_bbox_2: 0.09562 loss_giou_2: 0.3425 loss_class_3: 0.2208 loss_bbox_3: 0.0953 loss_giou_3: 0.3398 loss_class_4: 0.2182 loss_bbox_4: 0.09467 loss_giou_4: 0.336 loss_class_enc: 0.2526 loss_bbox_enc: 0.1107 loss_giou_enc: 0.3764 loss_class_dn: 0.03067 loss_bbox_dn: 0.1077 loss_giou_dn: 0.3051 loss_class_dn_0: 0.07923 loss_bbox_dn_0: 0.1844 loss_giou_dn_0: 0.4479 loss_class_dn_1: 0.05025 loss_bbox_dn_1: 0.1279 loss_giou_dn_1: 0.3455 loss_class_dn_2: 0.03808 loss_bbox_dn_2: 0.1124 loss_giou_dn_2: 0.3152 loss_class_dn_3: 0.03359 loss_bbox_dn_3: 0.1086 loss_giou_dn_3: 0.307 loss_class_dn_4: 0.03193 loss_bbox_dn_4: 0.1077 loss_giou_dn_4: 0.3051 time: 1.1194 data_time: 0.1021 lr: 1e-05 max_mem: 43695M [05/21 17:02:43 d2.utils.events]: eta: 22:29:26 iter: 151799 total_loss: 7.784 loss_class: 0.2179 loss_bbox: 0.09542 loss_giou: 0.338 loss_class_0: 0.2425 loss_bbox_0: 0.1059 loss_giou_0: 0.355 loss_class_1: 0.2344 loss_bbox_1: 0.1004 loss_giou_1: 0.346 loss_class_2: 0.2261 loss_bbox_2: 0.0982 loss_giou_2: 0.3409 loss_class_3: 0.2228 loss_bbox_3: 0.09688 loss_giou_3: 0.3391 loss_class_4: 0.2201 loss_bbox_4: 0.09536 loss_giou_4: 0.3385 loss_class_enc: 0.2581 loss_bbox_enc: 0.1133 loss_giou_enc: 0.3714 loss_class_dn: 0.03047 loss_bbox_dn: 0.1146 loss_giou_dn: 0.3056 loss_class_dn_0: 0.08205 loss_bbox_dn_0: 0.1887 loss_giou_dn_0: 0.4482 loss_class_dn_1: 0.05133 loss_bbox_dn_1: 0.1355 loss_giou_dn_1: 0.3432 loss_class_dn_2: 0.04018 loss_bbox_dn_2: 0.1198 loss_giou_dn_2: 0.3155 loss_class_dn_3: 0.03363 loss_bbox_dn_3: 0.1159 loss_giou_dn_3: 0.3075 loss_class_dn_4: 0.03163 loss_bbox_dn_4: 0.1144 loss_giou_dn_4: 0.3054 time: 1.1194 data_time: 0.0954 lr: 1e-05 max_mem: 43695M [05/21 17:03:40 d2.utils.events]: eta: 22:29:27 iter: 151849 total_loss: 7.792 loss_class: 0.2097 loss_bbox: 0.09626 loss_giou: 0.3332 loss_class_0: 0.235 loss_bbox_0: 0.1057 loss_giou_0: 0.3523 loss_class_1: 0.2242 loss_bbox_1: 0.102 loss_giou_1: 0.3455 loss_class_2: 0.2165 loss_bbox_2: 0.09809 loss_giou_2: 0.3387 loss_class_3: 0.2158 loss_bbox_3: 0.09666 loss_giou_3: 0.336 loss_class_4: 0.2115 loss_bbox_4: 0.09607 loss_giou_4: 0.3342 loss_class_enc: 0.2498 loss_bbox_enc: 0.1134 loss_giou_enc: 0.3693 loss_class_dn: 0.03158 loss_bbox_dn: 0.1109 loss_giou_dn: 0.3023 loss_class_dn_0: 0.08256 loss_bbox_dn_0: 0.1898 loss_giou_dn_0: 0.4434 loss_class_dn_1: 0.05314 loss_bbox_dn_1: 0.133 loss_giou_dn_1: 0.3435 loss_class_dn_2: 0.0402 loss_bbox_dn_2: 0.1161 loss_giou_dn_2: 0.3118 loss_class_dn_3: 0.03587 loss_bbox_dn_3: 0.1118 loss_giou_dn_3: 0.3046 loss_class_dn_4: 0.03216 loss_bbox_dn_4: 0.1108 loss_giou_dn_4: 0.3025 time: 1.1194 data_time: 0.1012 lr: 1e-05 max_mem: 43695M [05/21 17:04:36 d2.utils.events]: eta: 22:28:17 iter: 151899 total_loss: 7.628 loss_class: 0.2061 loss_bbox: 0.09439 loss_giou: 0.3281 loss_class_0: 0.2324 loss_bbox_0: 0.1027 loss_giou_0: 0.351 loss_class_1: 0.2215 loss_bbox_1: 0.09849 loss_giou_1: 0.3376 loss_class_2: 0.2153 loss_bbox_2: 0.09696 loss_giou_2: 0.3315 loss_class_3: 0.2113 loss_bbox_3: 0.09526 loss_giou_3: 0.3304 loss_class_4: 0.207 loss_bbox_4: 0.09483 loss_giou_4: 0.3289 loss_class_enc: 0.2473 loss_bbox_enc: 0.1105 loss_giou_enc: 0.3663 loss_class_dn: 0.02953 loss_bbox_dn: 0.1062 loss_giou_dn: 0.2941 loss_class_dn_0: 0.08124 loss_bbox_dn_0: 0.1835 loss_giou_dn_0: 0.4401 loss_class_dn_1: 0.0511 loss_bbox_dn_1: 0.1301 loss_giou_dn_1: 0.335 loss_class_dn_2: 0.03907 loss_bbox_dn_2: 0.1115 loss_giou_dn_2: 0.3056 loss_class_dn_3: 0.03447 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.2964 loss_class_dn_4: 0.03066 loss_bbox_dn_4: 0.1062 loss_giou_dn_4: 0.2941 time: 1.1194 data_time: 0.0947 lr: 1e-05 max_mem: 43695M [05/21 17:05:33 d2.utils.events]: eta: 22:27:34 iter: 151949 total_loss: 7.653 loss_class: 0.2031 loss_bbox: 0.09169 loss_giou: 0.3347 loss_class_0: 0.2295 loss_bbox_0: 0.1029 loss_giou_0: 0.3573 loss_class_1: 0.2191 loss_bbox_1: 0.09811 loss_giou_1: 0.3415 loss_class_2: 0.2119 loss_bbox_2: 0.09318 loss_giou_2: 0.3377 loss_class_3: 0.2109 loss_bbox_3: 0.09217 loss_giou_3: 0.3361 loss_class_4: 0.2065 loss_bbox_4: 0.09188 loss_giou_4: 0.3346 loss_class_enc: 0.2468 loss_bbox_enc: 0.1097 loss_giou_enc: 0.3716 loss_class_dn: 0.02875 loss_bbox_dn: 0.1082 loss_giou_dn: 0.3004 loss_class_dn_0: 0.08013 loss_bbox_dn_0: 0.1811 loss_giou_dn_0: 0.4459 loss_class_dn_1: 0.04991 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.3411 loss_class_dn_2: 0.03769 loss_bbox_dn_2: 0.1129 loss_giou_dn_2: 0.3109 loss_class_dn_3: 0.03244 loss_bbox_dn_3: 0.1091 loss_giou_dn_3: 0.3026 loss_class_dn_4: 0.02951 loss_bbox_dn_4: 0.1082 loss_giou_dn_4: 0.3003 time: 1.1194 data_time: 0.1004 lr: 1e-05 max_mem: 43695M [05/21 17:06:30 d2.utils.events]: eta: 22:26:46 iter: 151999 total_loss: 7.702 loss_class: 0.2069 loss_bbox: 0.09399 loss_giou: 0.3372 loss_class_0: 0.2286 loss_bbox_0: 0.1041 loss_giou_0: 0.3598 loss_class_1: 0.2196 loss_bbox_1: 0.09889 loss_giou_1: 0.3477 loss_class_2: 0.2147 loss_bbox_2: 0.09679 loss_giou_2: 0.3432 loss_class_3: 0.2123 loss_bbox_3: 0.09405 loss_giou_3: 0.3381 loss_class_4: 0.2084 loss_bbox_4: 0.09391 loss_giou_4: 0.3382 loss_class_enc: 0.2454 loss_bbox_enc: 0.1092 loss_giou_enc: 0.3726 loss_class_dn: 0.02527 loss_bbox_dn: 0.1076 loss_giou_dn: 0.2984 loss_class_dn_0: 0.07719 loss_bbox_dn_0: 0.1846 loss_giou_dn_0: 0.4416 loss_class_dn_1: 0.04644 loss_bbox_dn_1: 0.1254 loss_giou_dn_1: 0.3391 loss_class_dn_2: 0.03478 loss_bbox_dn_2: 0.1111 loss_giou_dn_2: 0.3082 loss_class_dn_3: 0.03006 loss_bbox_dn_3: 0.1083 loss_giou_dn_3: 0.3005 loss_class_dn_4: 0.02622 loss_bbox_dn_4: 0.1075 loss_giou_dn_4: 0.2982 time: 1.1194 data_time: 0.1095 lr: 1e-05 max_mem: 43695M [05/21 17:07:27 d2.utils.events]: eta: 22:26:03 iter: 152049 total_loss: 7.692 loss_class: 0.2099 loss_bbox: 0.09331 loss_giou: 0.3437 loss_class_0: 0.233 loss_bbox_0: 0.104 loss_giou_0: 0.359 loss_class_1: 0.2204 loss_bbox_1: 0.0985 loss_giou_1: 0.3537 loss_class_2: 0.2152 loss_bbox_2: 0.09606 loss_giou_2: 0.3484 loss_class_3: 0.2117 loss_bbox_3: 0.09401 loss_giou_3: 0.3451 loss_class_4: 0.2097 loss_bbox_4: 0.09405 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154899 total_loss: 7.576 loss_class: 0.2034 loss_bbox: 0.09284 loss_giou: 0.3339 loss_class_0: 0.2269 loss_bbox_0: 0.1025 loss_giou_0: 0.3531 loss_class_1: 0.214 loss_bbox_1: 0.09715 loss_giou_1: 0.3424 loss_class_2: 0.2105 loss_bbox_2: 0.09406 loss_giou_2: 0.3366 loss_class_3: 0.2073 loss_bbox_3: 0.09286 loss_giou_3: 0.3348 loss_class_4: 0.2039 loss_bbox_4: 0.09218 loss_giou_4: 0.3344 loss_class_enc: 0.2431 loss_bbox_enc: 0.1107 loss_giou_enc: 0.369 loss_class_dn: 0.0297 loss_bbox_dn: 0.1054 loss_giou_dn: 0.2923 loss_class_dn_0: 0.08008 loss_bbox_dn_0: 0.18 loss_giou_dn_0: 0.4339 loss_class_dn_1: 0.05036 loss_bbox_dn_1: 0.1257 loss_giou_dn_1: 0.3317 loss_class_dn_2: 0.03833 loss_bbox_dn_2: 0.1095 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.0335 loss_bbox_dn_3: 0.1064 loss_giou_dn_3: 0.2931 loss_class_dn_4: 0.03045 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2918 time: 1.1196 data_time: 0.1038 lr: 1e-05 max_mem: 43695M [05/21 18:02:22 d2.utils.events]: eta: 21:30:58 iter: 154949 total_loss: 7.561 loss_class: 0.1973 loss_bbox: 0.09114 loss_giou: 0.3285 loss_class_0: 0.2208 loss_bbox_0: 0.1004 loss_giou_0: 0.3479 loss_class_1: 0.2098 loss_bbox_1: 0.09541 loss_giou_1: 0.3401 loss_class_2: 0.203 loss_bbox_2: 0.09289 loss_giou_2: 0.3327 loss_class_3: 0.2012 loss_bbox_3: 0.09153 loss_giou_3: 0.3285 loss_class_4: 0.1981 loss_bbox_4: 0.09205 loss_giou_4: 0.3292 loss_class_enc: 0.2397 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3672 loss_class_dn: 0.02695 loss_bbox_dn: 0.1065 loss_giou_dn: 0.2922 loss_class_dn_0: 0.07679 loss_bbox_dn_0: 0.1838 loss_giou_dn_0: 0.4334 loss_class_dn_1: 0.04587 loss_bbox_dn_1: 0.1295 loss_giou_dn_1: 0.3301 loss_class_dn_2: 0.03537 loss_bbox_dn_2: 0.1119 loss_giou_dn_2: 0.2995 loss_class_dn_3: 0.03063 loss_bbox_dn_3: 0.1072 loss_giou_dn_3: 0.2937 loss_class_dn_4: 0.02789 loss_bbox_dn_4: 0.1065 loss_giou_dn_4: 0.2922 time: 1.1196 data_time: 0.0960 lr: 1e-05 max_mem: 43695M [05/21 18:03:18 d2.utils.events]: eta: 21:29:48 iter: 154999 total_loss: 7.692 loss_class: 0.209 loss_bbox: 0.09353 loss_giou: 0.3338 loss_class_0: 0.2345 loss_bbox_0: 0.1027 loss_giou_0: 0.351 loss_class_1: 0.2212 loss_bbox_1: 0.09677 loss_giou_1: 0.3445 loss_class_2: 0.2159 loss_bbox_2: 0.09617 loss_giou_2: 0.3399 loss_class_3: 0.2121 loss_bbox_3: 0.09453 loss_giou_3: 0.3343 loss_class_4: 0.2087 loss_bbox_4: 0.09385 loss_giou_4: 0.3343 loss_class_enc: 0.253 loss_bbox_enc: 0.109 loss_giou_enc: 0.369 loss_class_dn: 0.02871 loss_bbox_dn: 0.1052 loss_giou_dn: 0.2918 loss_class_dn_0: 0.07996 loss_bbox_dn_0: 0.1858 loss_giou_dn_0: 0.4385 loss_class_dn_1: 0.04928 loss_bbox_dn_1: 0.1288 loss_giou_dn_1: 0.3312 loss_class_dn_2: 0.03713 loss_bbox_dn_2: 0.1097 loss_giou_dn_2: 0.302 loss_class_dn_3: 0.03247 loss_bbox_dn_3: 0.1065 loss_giou_dn_3: 0.2938 loss_class_dn_4: 0.02959 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2917 time: 1.1196 data_time: 0.1021 lr: 1e-05 max_mem: 43695M [05/21 18:04:14 d2.utils.events]: eta: 21:29:01 iter: 155049 total_loss: 7.744 loss_class: 0.2069 loss_bbox: 0.0955 loss_giou: 0.3462 loss_class_0: 0.2303 loss_bbox_0: 0.1054 loss_giou_0: 0.3671 loss_class_1: 0.2187 loss_bbox_1: 0.09795 loss_giou_1: 0.356 loss_class_2: 0.2143 loss_bbox_2: 0.09578 loss_giou_2: 0.3507 loss_class_3: 0.2107 loss_bbox_3: 0.09545 loss_giou_3: 0.3467 loss_class_4: 0.2081 loss_bbox_4: 0.09585 loss_giou_4: 0.3459 loss_class_enc: 0.2467 loss_bbox_enc: 0.111 loss_giou_enc: 0.3828 loss_class_dn: 0.02852 loss_bbox_dn: 0.1085 loss_giou_dn: 0.3048 loss_class_dn_0: 0.07927 loss_bbox_dn_0: 0.1864 loss_giou_dn_0: 0.4473 loss_class_dn_1: 0.04881 loss_bbox_dn_1: 0.1299 loss_giou_dn_1: 0.3472 loss_class_dn_2: 0.03774 loss_bbox_dn_2: 0.1139 loss_giou_dn_2: 0.3151 loss_class_dn_3: 0.03287 loss_bbox_dn_3: 0.1096 loss_giou_dn_3: 0.3069 loss_class_dn_4: 0.02957 loss_bbox_dn_4: 0.1085 loss_giou_dn_4: 0.3047 time: 1.1196 data_time: 0.0914 lr: 1e-05 max_mem: 43695M [05/21 18:05:11 d2.utils.events]: eta: 21:27:27 iter: 155099 total_loss: 7.763 loss_class: 0.2073 loss_bbox: 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loss_class_0: 0.2338 loss_bbox_0: 0.106 loss_giou_0: 0.3601 loss_class_1: 0.219 loss_bbox_1: 0.1003 loss_giou_1: 0.3524 loss_class_2: 0.2136 loss_bbox_2: 0.09835 loss_giou_2: 0.3475 loss_class_3: 0.2121 loss_bbox_3: 0.09608 loss_giou_3: 0.344 loss_class_4: 0.2086 loss_bbox_4: 0.09521 loss_giou_4: 0.341 loss_class_enc: 0.2475 loss_bbox_enc: 0.1123 loss_giou_enc: 0.3756 loss_class_dn: 0.02936 loss_bbox_dn: 0.115 loss_giou_dn: 0.2982 loss_class_dn_0: 0.08212 loss_bbox_dn_0: 0.1887 loss_giou_dn_0: 0.4459 loss_class_dn_1: 0.0528 loss_bbox_dn_1: 0.1368 loss_giou_dn_1: 0.3386 loss_class_dn_2: 0.03966 loss_bbox_dn_2: 0.1194 loss_giou_dn_2: 0.3094 loss_class_dn_3: 0.03405 loss_bbox_dn_3: 0.1159 loss_giou_dn_3: 0.3 loss_class_dn_4: 0.03049 loss_bbox_dn_4: 0.1149 loss_giou_dn_4: 0.298 time: 1.1196 data_time: 0.0976 lr: 1e-05 max_mem: 43695M [05/21 18:08:02 d2.utils.events]: eta: 21:24:18 iter: 155249 total_loss: 7.684 loss_class: 0.2066 loss_bbox: 0.096 loss_giou: 0.3396 loss_class_0: 0.2306 loss_bbox_0: 0.105 loss_giou_0: 0.3586 loss_class_1: 0.2188 loss_bbox_1: 0.09975 loss_giou_1: 0.3492 loss_class_2: 0.2135 loss_bbox_2: 0.09682 loss_giou_2: 0.3433 loss_class_3: 0.2109 loss_bbox_3: 0.09568 loss_giou_3: 0.3401 loss_class_4: 0.2081 loss_bbox_4: 0.09569 loss_giou_4: 0.3393 loss_class_enc: 0.2453 loss_bbox_enc: 0.1128 loss_giou_enc: 0.3733 loss_class_dn: 0.02754 loss_bbox_dn: 0.1061 loss_giou_dn: 0.2972 loss_class_dn_0: 0.08001 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4408 loss_class_dn_1: 0.04948 loss_bbox_dn_1: 0.1262 loss_giou_dn_1: 0.3374 loss_class_dn_2: 0.03679 loss_bbox_dn_2: 0.1106 loss_giou_dn_2: 0.3074 loss_class_dn_3: 0.03107 loss_bbox_dn_3: 0.1071 loss_giou_dn_3: 0.2998 loss_class_dn_4: 0.02809 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.297 time: 1.1196 data_time: 0.0853 lr: 1e-05 max_mem: 43695M [05/21 18:08:59 d2.utils.events]: eta: 21:23:04 iter: 155299 total_loss: 7.705 loss_class: 0.2063 loss_bbox: 0.09368 loss_giou: 0.3366 loss_class_0: 0.2304 loss_bbox_0: 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loss_giou_0: 0.3512 loss_class_1: 0.2191 loss_bbox_1: 0.09656 loss_giou_1: 0.3452 loss_class_2: 0.2122 loss_bbox_2: 0.09463 loss_giou_2: 0.3376 loss_class_3: 0.2106 loss_bbox_3: 0.09391 loss_giou_3: 0.3338 loss_class_4: 0.2078 loss_bbox_4: 0.09251 loss_giou_4: 0.3329 loss_class_enc: 0.2464 loss_bbox_enc: 0.1078 loss_giou_enc: 0.3641 loss_class_dn: 0.03081 loss_bbox_dn: 0.1074 loss_giou_dn: 0.3043 loss_class_dn_0: 0.08072 loss_bbox_dn_0: 0.1826 loss_giou_dn_0: 0.4474 loss_class_dn_1: 0.05122 loss_bbox_dn_1: 0.1292 loss_giou_dn_1: 0.3431 loss_class_dn_2: 0.03902 loss_bbox_dn_2: 0.113 loss_giou_dn_2: 0.3133 loss_class_dn_3: 0.03375 loss_bbox_dn_3: 0.1088 loss_giou_dn_3: 0.306 loss_class_dn_4: 0.0311 loss_bbox_dn_4: 0.1074 loss_giou_dn_4: 0.3044 time: 1.1196 data_time: 0.0997 lr: 1e-05 max_mem: 43695M [05/21 18:10:52 d2.utils.events]: eta: 21:21:02 iter: 155399 total_loss: 7.692 loss_class: 0.2034 loss_bbox: 0.0935 loss_giou: 0.3418 loss_class_0: 0.2289 loss_bbox_0: 0.1028 loss_giou_0: 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loss_class_1: 0.2288 loss_bbox_1: 0.0985 loss_giou_1: 0.3476 loss_class_2: 0.2253 loss_bbox_2: 0.09547 loss_giou_2: 0.3421 loss_class_3: 0.2213 loss_bbox_3: 0.09456 loss_giou_3: 0.3409 loss_class_4: 0.2171 loss_bbox_4: 0.09422 loss_giou_4: 0.3387 loss_class_enc: 0.257 loss_bbox_enc: 0.1102 loss_giou_enc: 0.3743 loss_class_dn: 0.03011 loss_bbox_dn: 0.1127 loss_giou_dn: 0.2999 loss_class_dn_0: 0.08021 loss_bbox_dn_0: 0.1898 loss_giou_dn_0: 0.4471 loss_class_dn_1: 0.05018 loss_bbox_dn_1: 0.1344 loss_giou_dn_1: 0.3432 loss_class_dn_2: 0.03864 loss_bbox_dn_2: 0.1168 loss_giou_dn_2: 0.3085 loss_class_dn_3: 0.03338 loss_bbox_dn_3: 0.1128 loss_giou_dn_3: 0.3014 loss_class_dn_4: 0.03148 loss_bbox_dn_4: 0.1127 loss_giou_dn_4: 0.2999 time: 1.1196 data_time: 0.0999 lr: 1e-05 max_mem: 43695M [05/21 18:12:46 d2.utils.events]: eta: 21:20:18 iter: 155499 total_loss: 7.65 loss_class: 0.2059 loss_bbox: 0.0936 loss_giou: 0.3393 loss_class_0: 0.23 loss_bbox_0: 0.104 loss_giou_0: 0.3543 loss_class_1: 0.2198 loss_bbox_1: 0.09707 loss_giou_1: 0.3457 loss_class_2: 0.2128 loss_bbox_2: 0.09522 loss_giou_2: 0.3425 loss_class_3: 0.2112 loss_bbox_3: 0.09367 loss_giou_3: 0.3388 loss_class_4: 0.2074 loss_bbox_4: 0.09346 loss_giou_4: 0.3393 loss_class_enc: 0.2477 loss_bbox_enc: 0.1101 loss_giou_enc: 0.3685 loss_class_dn: 0.03 loss_bbox_dn: 0.1113 loss_giou_dn: 0.2998 loss_class_dn_0: 0.08335 loss_bbox_dn_0: 0.1856 loss_giou_dn_0: 0.4426 loss_class_dn_1: 0.0519 loss_bbox_dn_1: 0.1301 loss_giou_dn_1: 0.3421 loss_class_dn_2: 0.03934 loss_bbox_dn_2: 0.1167 loss_giou_dn_2: 0.3107 loss_class_dn_3: 0.03435 loss_bbox_dn_3: 0.113 loss_giou_dn_3: 0.3019 loss_class_dn_4: 0.03118 loss_bbox_dn_4: 0.1113 loss_giou_dn_4: 0.2999 time: 1.1196 data_time: 0.1022 lr: 1e-05 max_mem: 43695M [05/21 18:13:43 d2.utils.events]: eta: 21:19:54 iter: 155549 total_loss: 7.736 loss_class: 0.2149 loss_bbox: 0.09594 loss_giou: 0.3369 loss_class_0: 0.2411 loss_bbox_0: 0.1048 loss_giou_0: 0.3581 loss_class_1: 0.2292 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0.1033 loss_giou_1: 0.3507 loss_class_2: 0.2156 loss_bbox_2: 0.1001 loss_giou_2: 0.347 loss_class_3: 0.2125 loss_bbox_3: 0.09872 loss_giou_3: 0.3466 loss_class_4: 0.2088 loss_bbox_4: 0.09745 loss_giou_4: 0.3436 loss_class_enc: 0.2489 loss_bbox_enc: 0.1151 loss_giou_enc: 0.3769 loss_class_dn: 0.02878 loss_bbox_dn: 0.1086 loss_giou_dn: 0.3003 loss_class_dn_0: 0.07875 loss_bbox_dn_0: 0.189 loss_giou_dn_0: 0.4482 loss_class_dn_1: 0.04981 loss_bbox_dn_1: 0.1332 loss_giou_dn_1: 0.3419 loss_class_dn_2: 0.0378 loss_bbox_dn_2: 0.1137 loss_giou_dn_2: 0.3094 loss_class_dn_3: 0.03312 loss_bbox_dn_3: 0.1099 loss_giou_dn_3: 0.3021 loss_class_dn_4: 0.02995 loss_bbox_dn_4: 0.1086 loss_giou_dn_4: 0.3003 time: 1.1196 data_time: 0.0970 lr: 1e-05 max_mem: 43695M [05/21 18:15:37 d2.utils.events]: eta: 21:16:32 iter: 155649 total_loss: 7.676 loss_class: 0.2081 loss_bbox: 0.09177 loss_giou: 0.3366 loss_class_0: 0.2327 loss_bbox_0: 0.102 loss_giou_0: 0.3545 loss_class_1: 0.2233 loss_bbox_1: 0.09513 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loss_class_2: 0.2146 loss_bbox_2: 0.0953 loss_giou_2: 0.3387 loss_class_3: 0.2112 loss_bbox_3: 0.09391 loss_giou_3: 0.337 loss_class_4: 0.2092 loss_bbox_4: 0.0939 loss_giou_4: 0.3352 loss_class_enc: 0.2506 loss_bbox_enc: 0.1101 loss_giou_enc: 0.3749 loss_class_dn: 0.02959 loss_bbox_dn: 0.1099 loss_giou_dn: 0.3037 loss_class_dn_0: 0.07981 loss_bbox_dn_0: 0.1846 loss_giou_dn_0: 0.443 loss_class_dn_1: 0.05239 loss_bbox_dn_1: 0.1305 loss_giou_dn_1: 0.3413 loss_class_dn_2: 0.03874 loss_bbox_dn_2: 0.1144 loss_giou_dn_2: 0.3105 loss_class_dn_3: 0.03319 loss_bbox_dn_3: 0.111 loss_giou_dn_3: 0.3044 loss_class_dn_4: 0.03051 loss_bbox_dn_4: 0.1099 loss_giou_dn_4: 0.3035 time: 1.1196 data_time: 0.0999 lr: 1e-05 max_mem: 43695M [05/21 18:18:28 d2.utils.events]: eta: 21:12:08 iter: 155799 total_loss: 7.802 loss_class: 0.217 loss_bbox: 0.09539 loss_giou: 0.3409 loss_class_0: 0.2413 loss_bbox_0: 0.1042 loss_giou_0: 0.3643 loss_class_1: 0.2294 loss_bbox_1: 0.09883 loss_giou_1: 0.3508 loss_class_2: 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loss_bbox_2: 0.09428 loss_giou_2: 0.3427 loss_class_3: 0.2107 loss_bbox_3: 0.09065 loss_giou_3: 0.3417 loss_class_4: 0.2069 loss_bbox_4: 0.08969 loss_giou_4: 0.3391 loss_class_enc: 0.2472 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3767 loss_class_dn: 0.03039 loss_bbox_dn: 0.1042 loss_giou_dn: 0.2978 loss_class_dn_0: 0.08023 loss_bbox_dn_0: 0.1828 loss_giou_dn_0: 0.4363 loss_class_dn_1: 0.05099 loss_bbox_dn_1: 0.1246 loss_giou_dn_1: 0.3353 loss_class_dn_2: 0.03888 loss_bbox_dn_2: 0.1094 loss_giou_dn_2: 0.3071 loss_class_dn_3: 0.03424 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2992 loss_class_dn_4: 0.03105 loss_bbox_dn_4: 0.1043 loss_giou_dn_4: 0.2977 time: 1.1196 data_time: 0.1023 lr: 1e-05 max_mem: 43695M [05/21 18:20:22 d2.utils.events]: eta: 21:10:34 iter: 155899 total_loss: 7.732 loss_class: 0.2002 loss_bbox: 0.09135 loss_giou: 0.3355 loss_class_0: 0.2244 loss_bbox_0: 0.1028 loss_giou_0: 0.361 loss_class_1: 0.2104 loss_bbox_1: 0.09702 loss_giou_1: 0.3524 loss_class_2: 0.2062 loss_bbox_2: 0.09273 loss_giou_2: 0.3422 loss_class_3: 0.2032 loss_bbox_3: 0.09226 loss_giou_3: 0.3401 loss_class_4: 0.2024 loss_bbox_4: 0.0909 loss_giou_4: 0.3364 loss_class_enc: 0.2409 loss_bbox_enc: 0.109 loss_giou_enc: 0.3766 loss_class_dn: 0.02925 loss_bbox_dn: 0.1077 loss_giou_dn: 0.3055 loss_class_dn_0: 0.08027 loss_bbox_dn_0: 0.1816 loss_giou_dn_0: 0.4478 loss_class_dn_1: 0.04985 loss_bbox_dn_1: 0.1284 loss_giou_dn_1: 0.344 loss_class_dn_2: 0.03786 loss_bbox_dn_2: 0.1133 loss_giou_dn_2: 0.3155 loss_class_dn_3: 0.03267 loss_bbox_dn_3: 0.1096 loss_giou_dn_3: 0.3073 loss_class_dn_4: 0.02995 loss_bbox_dn_4: 0.1077 loss_giou_dn_4: 0.3055 time: 1.1196 data_time: 0.0985 lr: 1e-05 max_mem: 43695M [05/21 18:21:20 d2.utils.events]: eta: 21:09:49 iter: 155949 total_loss: 7.849 loss_class: 0.2112 loss_bbox: 0.09325 loss_giou: 0.3419 loss_class_0: 0.2352 loss_bbox_0: 0.1033 loss_giou_0: 0.3597 loss_class_1: 0.2222 loss_bbox_1: 0.09832 loss_giou_1: 0.349 loss_class_2: 0.216 loss_bbox_2: 0.09622 loss_giou_2: 0.3457 loss_class_3: 0.214 loss_bbox_3: 0.09486 loss_giou_3: 0.3428 loss_class_4: 0.2118 loss_bbox_4: 0.09336 loss_giou_4: 0.342 loss_class_enc: 0.2522 loss_bbox_enc: 0.1105 loss_giou_enc: 0.3746 loss_class_dn: 0.02995 loss_bbox_dn: 0.1098 loss_giou_dn: 0.3034 loss_class_dn_0: 0.08229 loss_bbox_dn_0: 0.184 loss_giou_dn_0: 0.4455 loss_class_dn_1: 0.05228 loss_bbox_dn_1: 0.1292 loss_giou_dn_1: 0.3429 loss_class_dn_2: 0.03988 loss_bbox_dn_2: 0.1137 loss_giou_dn_2: 0.3126 loss_class_dn_3: 0.03454 loss_bbox_dn_3: 0.1112 loss_giou_dn_3: 0.3055 loss_class_dn_4: 0.03126 loss_bbox_dn_4: 0.1098 loss_giou_dn_4: 0.303 time: 1.1196 data_time: 0.0992 lr: 1e-05 max_mem: 43695M [05/21 18:22:17 d2.utils.events]: eta: 21:08:43 iter: 155999 total_loss: 7.524 loss_class: 0.2044 loss_bbox: 0.09415 loss_giou: 0.3272 loss_class_0: 0.2263 loss_bbox_0: 0.1069 loss_giou_0: 0.3482 loss_class_1: 0.2153 loss_bbox_1: 0.1001 loss_giou_1: 0.3355 loss_class_2: 0.2108 loss_bbox_2: 0.09615 loss_giou_2: 0.3304 loss_class_3: 0.2078 loss_bbox_3: 0.09457 loss_giou_3: 0.327 loss_class_4: 0.2059 loss_bbox_4: 0.09422 loss_giou_4: 0.3268 loss_class_enc: 0.2427 loss_bbox_enc: 0.1137 loss_giou_enc: 0.3637 loss_class_dn: 0.02785 loss_bbox_dn: 0.1115 loss_giou_dn: 0.2983 loss_class_dn_0: 0.08044 loss_bbox_dn_0: 0.1914 loss_giou_dn_0: 0.438 loss_class_dn_1: 0.04943 loss_bbox_dn_1: 0.135 loss_giou_dn_1: 0.3355 loss_class_dn_2: 0.03704 loss_bbox_dn_2: 0.1174 loss_giou_dn_2: 0.3067 loss_class_dn_3: 0.03131 loss_bbox_dn_3: 0.1131 loss_giou_dn_3: 0.3 loss_class_dn_4: 0.02844 loss_bbox_dn_4: 0.1115 loss_giou_dn_4: 0.298 time: 1.1196 data_time: 0.0972 lr: 1e-05 max_mem: 43695M [05/21 18:23:14 d2.utils.events]: eta: 21:07:50 iter: 156049 total_loss: 7.604 loss_class: 0.2065 loss_bbox: 0.09026 loss_giou: 0.33 loss_class_0: 0.2326 loss_bbox_0: 0.1018 loss_giou_0: 0.3483 loss_class_1: 0.2219 loss_bbox_1: 0.09425 loss_giou_1: 0.3389 loss_class_2: 0.216 loss_bbox_2: 0.09217 loss_giou_2: 0.332 loss_class_3: 0.2127 loss_bbox_3: 0.09075 loss_giou_3: 0.3298 loss_class_4: 0.208 loss_bbox_4: 0.09046 loss_giou_4: 0.3301 loss_class_enc: 0.25 loss_bbox_enc: 0.1081 loss_giou_enc: 0.3621 loss_class_dn: 0.02793 loss_bbox_dn: 0.1088 loss_giou_dn: 0.295 loss_class_dn_0: 0.07909 loss_bbox_dn_0: 0.1819 loss_giou_dn_0: 0.4325 loss_class_dn_1: 0.04945 loss_bbox_dn_1: 0.1292 loss_giou_dn_1: 0.3346 loss_class_dn_2: 0.03829 loss_bbox_dn_2: 0.1135 loss_giou_dn_2: 0.3047 loss_class_dn_3: 0.03285 loss_bbox_dn_3: 0.1106 loss_giou_dn_3: 0.2971 loss_class_dn_4: 0.0295 loss_bbox_dn_4: 0.1088 loss_giou_dn_4: 0.2948 time: 1.1196 data_time: 0.0988 lr: 1e-05 max_mem: 43695M [05/21 18:24:10 d2.utils.events]: eta: 21:06:43 iter: 156099 total_loss: 7.665 loss_class: 0.2122 loss_bbox: 0.09446 loss_giou: 0.3346 loss_class_0: 0.2349 loss_bbox_0: 0.1042 loss_giou_0: 0.3534 loss_class_1: 0.2248 loss_bbox_1: 0.09893 loss_giou_1: 0.3425 loss_class_2: 0.2207 loss_bbox_2: 0.09684 loss_giou_2: 0.3404 loss_class_3: 0.2188 loss_bbox_3: 0.09529 loss_giou_3: 0.3356 loss_class_4: 0.2132 loss_bbox_4: 0.09445 loss_giou_4: 0.3349 loss_class_enc: 0.2523 loss_bbox_enc: 0.1123 loss_giou_enc: 0.3665 loss_class_dn: 0.02923 loss_bbox_dn: 0.1103 loss_giou_dn: 0.2956 loss_class_dn_0: 0.08031 loss_bbox_dn_0: 0.1866 loss_giou_dn_0: 0.432 loss_class_dn_1: 0.05099 loss_bbox_dn_1: 0.1317 loss_giou_dn_1: 0.3357 loss_class_dn_2: 0.03867 loss_bbox_dn_2: 0.117 loss_giou_dn_2: 0.3045 loss_class_dn_3: 0.03316 loss_bbox_dn_3: 0.1122 loss_giou_dn_3: 0.2973 loss_class_dn_4: 0.03059 loss_bbox_dn_4: 0.1102 loss_giou_dn_4: 0.2955 time: 1.1196 data_time: 0.0958 lr: 1e-05 max_mem: 43695M [05/21 18:25:08 d2.utils.events]: eta: 21:05:55 iter: 156149 total_loss: 7.798 loss_class: 0.2087 loss_bbox: 0.09171 loss_giou: 0.3363 loss_class_0: 0.2302 loss_bbox_0: 0.1032 loss_giou_0: 0.3568 loss_class_1: 0.2211 loss_bbox_1: 0.09535 loss_giou_1: 0.3488 loss_class_2: 0.2152 loss_bbox_2: 0.09375 loss_giou_2: 0.3422 loss_class_3: 0.2129 loss_bbox_3: 0.09328 loss_giou_3: 0.3388 loss_class_4: 0.2092 loss_bbox_4: 0.0916 loss_giou_4: 0.3387 loss_class_enc: 0.2471 loss_bbox_enc: 0.1107 loss_giou_enc: 0.3721 loss_class_dn: 0.02948 loss_bbox_dn: 0.1101 loss_giou_dn: 0.3043 loss_class_dn_0: 0.08058 loss_bbox_dn_0: 0.1881 loss_giou_dn_0: 0.4526 loss_class_dn_1: 0.04895 loss_bbox_dn_1: 0.1315 loss_giou_dn_1: 0.3437 loss_class_dn_2: 0.03663 loss_bbox_dn_2: 0.1162 loss_giou_dn_2: 0.3138 loss_class_dn_3: 0.03264 loss_bbox_dn_3: 0.1127 loss_giou_dn_3: 0.307 loss_class_dn_4: 0.02982 loss_bbox_dn_4: 0.1102 loss_giou_dn_4: 0.3043 time: 1.1196 data_time: 0.1055 lr: 1e-05 max_mem: 43695M [05/21 18:26:05 d2.utils.events]: eta: 21:05:03 iter: 156199 total_loss: 7.622 loss_class: 0.2049 loss_bbox: 0.09088 loss_giou: 0.3408 loss_class_0: 0.2282 loss_bbox_0: 0.1016 loss_giou_0: 0.3568 loss_class_1: 0.2163 loss_bbox_1: 0.09421 loss_giou_1: 0.3464 loss_class_2: 0.2129 loss_bbox_2: 0.09228 loss_giou_2: 0.3433 loss_class_3: 0.2087 loss_bbox_3: 0.09145 loss_giou_3: 0.3416 loss_class_4: 0.2054 loss_bbox_4: 0.09058 loss_giou_4: 0.3404 loss_class_enc: 0.244 loss_bbox_enc: 0.1062 loss_giou_enc: 0.372 loss_class_dn: 0.03006 loss_bbox_dn: 0.1021 loss_giou_dn: 0.2983 loss_class_dn_0: 0.08042 loss_bbox_dn_0: 0.1794 loss_giou_dn_0: 0.4381 loss_class_dn_1: 0.05008 loss_bbox_dn_1: 0.1225 loss_giou_dn_1: 0.3384 loss_class_dn_2: 0.04022 loss_bbox_dn_2: 0.1066 loss_giou_dn_2: 0.3072 loss_class_dn_3: 0.03471 loss_bbox_dn_3: 0.1027 loss_giou_dn_3: 0.3 loss_class_dn_4: 0.03097 loss_bbox_dn_4: 0.1021 loss_giou_dn_4: 0.2981 time: 1.1196 data_time: 0.0979 lr: 1e-05 max_mem: 43695M [05/21 18:27:03 d2.utils.events]: eta: 21:04:09 iter: 156249 total_loss: 7.858 loss_class: 0.2102 loss_bbox: 0.09526 loss_giou: 0.352 loss_class_0: 0.2325 loss_bbox_0: 0.1043 loss_giou_0: 0.369 loss_class_1: 0.2227 loss_bbox_1: 0.09885 loss_giou_1: 0.3597 loss_class_2: 0.2176 loss_bbox_2: 0.09696 loss_giou_2: 0.3554 loss_class_3: 0.2153 loss_bbox_3: 0.09551 loss_giou_3: 0.3542 loss_class_4: 0.2102 loss_bbox_4: 0.09568 loss_giou_4: 0.3521 loss_class_enc: 0.2517 loss_bbox_enc: 0.1122 loss_giou_enc: 0.3824 loss_class_dn: 0.03001 loss_bbox_dn: 0.1113 loss_giou_dn: 0.3066 loss_class_dn_0: 0.07922 loss_bbox_dn_0: 0.1814 loss_giou_dn_0: 0.4494 loss_class_dn_1: 0.04947 loss_bbox_dn_1: 0.1314 loss_giou_dn_1: 0.347 loss_class_dn_2: 0.03772 loss_bbox_dn_2: 0.1154 loss_giou_dn_2: 0.3157 loss_class_dn_3: 0.03328 loss_bbox_dn_3: 0.1125 loss_giou_dn_3: 0.3083 loss_class_dn_4: 0.03092 loss_bbox_dn_4: 0.1113 loss_giou_dn_4: 0.3065 time: 1.1196 data_time: 0.1077 lr: 1e-05 max_mem: 43695M [05/21 18:28:01 d2.utils.events]: eta: 21:03:14 iter: 156299 total_loss: 7.631 loss_class: 0.2083 loss_bbox: 0.09142 loss_giou: 0.3314 loss_class_0: 0.2348 loss_bbox_0: 0.103 loss_giou_0: 0.3476 loss_class_1: 0.222 loss_bbox_1: 0.0968 loss_giou_1: 0.3402 loss_class_2: 0.2176 loss_bbox_2: 0.09423 loss_giou_2: 0.3337 loss_class_3: 0.2144 loss_bbox_3: 0.09315 loss_giou_3: 0.3324 loss_class_4: 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loss_class_enc: 0.2486 loss_bbox_enc: 0.1064 loss_giou_enc: 0.3696 loss_class_dn: 0.03017 loss_bbox_dn: 0.1079 loss_giou_dn: 0.2998 loss_class_dn_0: 0.08033 loss_bbox_dn_0: 0.1843 loss_giou_dn_0: 0.4457 loss_class_dn_1: 0.05021 loss_bbox_dn_1: 0.1288 loss_giou_dn_1: 0.3422 loss_class_dn_2: 0.03777 loss_bbox_dn_2: 0.1128 loss_giou_dn_2: 0.3087 loss_class_dn_3: 0.03354 loss_bbox_dn_3: 0.1099 loss_giou_dn_3: 0.3017 loss_class_dn_4: 0.03034 loss_bbox_dn_4: 0.1079 loss_giou_dn_4: 0.2995 time: 1.1196 data_time: 0.0977 lr: 1e-05 max_mem: 43695M [05/21 18:32:46 d2.utils.events]: eta: 20:58:38 iter: 156549 total_loss: 7.512 loss_class: 0.2028 loss_bbox: 0.09235 loss_giou: 0.3298 loss_class_0: 0.2262 loss_bbox_0: 0.1014 loss_giou_0: 0.3496 loss_class_1: 0.2162 loss_bbox_1: 0.09659 loss_giou_1: 0.3375 loss_class_2: 0.2104 loss_bbox_2: 0.09465 loss_giou_2: 0.3323 loss_class_3: 0.2074 loss_bbox_3: 0.09289 loss_giou_3: 0.3313 loss_class_4: 0.2044 loss_bbox_4: 0.09189 loss_giou_4: 0.3296 loss_class_enc: 0.244 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3658 loss_class_dn: 0.02813 loss_bbox_dn: 0.1048 loss_giou_dn: 0.2967 loss_class_dn_0: 0.07845 loss_bbox_dn_0: 0.1853 loss_giou_dn_0: 0.438 loss_class_dn_1: 0.04881 loss_bbox_dn_1: 0.1268 loss_giou_dn_1: 0.3373 loss_class_dn_2: 0.03698 loss_bbox_dn_2: 0.1107 loss_giou_dn_2: 0.3063 loss_class_dn_3: 0.03164 loss_bbox_dn_3: 0.1061 loss_giou_dn_3: 0.2986 loss_class_dn_4: 0.0291 loss_bbox_dn_4: 0.1048 loss_giou_dn_4: 0.2967 time: 1.1196 data_time: 0.1065 lr: 1e-05 max_mem: 43695M [05/21 18:33:44 d2.utils.events]: eta: 20:57:27 iter: 156599 total_loss: 7.739 loss_class: 0.2181 loss_bbox: 0.09275 loss_giou: 0.3357 loss_class_0: 0.2387 loss_bbox_0: 0.1056 loss_giou_0: 0.3552 loss_class_1: 0.2301 loss_bbox_1: 0.09824 loss_giou_1: 0.3457 loss_class_2: 0.2245 loss_bbox_2: 0.09562 loss_giou_2: 0.3405 loss_class_3: 0.2226 loss_bbox_3: 0.09447 loss_giou_3: 0.3374 loss_class_4: 0.2196 loss_bbox_4: 0.09262 loss_giou_4: 0.3358 loss_class_enc: 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loss_bbox_enc: 0.1088 loss_giou_enc: 0.3714 loss_class_dn: 0.02885 loss_bbox_dn: 0.1034 loss_giou_dn: 0.297 loss_class_dn_0: 0.08049 loss_bbox_dn_0: 0.1759 loss_giou_dn_0: 0.4417 loss_class_dn_1: 0.05126 loss_bbox_dn_1: 0.1201 loss_giou_dn_1: 0.3365 loss_class_dn_2: 0.03809 loss_bbox_dn_2: 0.1076 loss_giou_dn_2: 0.3058 loss_class_dn_3: 0.03244 loss_bbox_dn_3: 0.1044 loss_giou_dn_3: 0.299 loss_class_dn_4: 0.03003 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.2968 time: 1.1196 data_time: 0.0966 lr: 1e-05 max_mem: 43695M [05/21 18:35:39 d2.utils.events]: eta: 20:56:19 iter: 156699 total_loss: 7.716 loss_class: 0.2088 loss_bbox: 0.09451 loss_giou: 0.3389 loss_class_0: 0.2342 loss_bbox_0: 0.1067 loss_giou_0: 0.3567 loss_class_1: 0.2232 loss_bbox_1: 0.09902 loss_giou_1: 0.3466 loss_class_2: 0.2173 loss_bbox_2: 0.09652 loss_giou_2: 0.3417 loss_class_3: 0.2137 loss_bbox_3: 0.0956 loss_giou_3: 0.3396 loss_class_4: 0.2114 loss_bbox_4: 0.0952 loss_giou_4: 0.3392 loss_class_enc: 0.2507 loss_bbox_enc: 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loss_giou_enc: 0.3722 loss_class_dn: 0.02784 loss_bbox_dn: 0.1085 loss_giou_dn: 0.2951 loss_class_dn_0: 0.07708 loss_bbox_dn_0: 0.1916 loss_giou_dn_0: 0.4397 loss_class_dn_1: 0.04768 loss_bbox_dn_1: 0.1316 loss_giou_dn_1: 0.3366 loss_class_dn_2: 0.03624 loss_bbox_dn_2: 0.1132 loss_giou_dn_2: 0.3047 loss_class_dn_3: 0.03134 loss_bbox_dn_3: 0.1096 loss_giou_dn_3: 0.297 loss_class_dn_4: 0.0285 loss_bbox_dn_4: 0.1085 loss_giou_dn_4: 0.2951 time: 1.1197 data_time: 0.1067 lr: 1e-05 max_mem: 43695M [05/21 18:37:33 d2.utils.events]: eta: 20:55:06 iter: 156799 total_loss: 7.494 loss_class: 0.202 loss_bbox: 0.0907 loss_giou: 0.3249 loss_class_0: 0.2247 loss_bbox_0: 0.1013 loss_giou_0: 0.3398 loss_class_1: 0.2141 loss_bbox_1: 0.09606 loss_giou_1: 0.3326 loss_class_2: 0.2096 loss_bbox_2: 0.09184 loss_giou_2: 0.3285 loss_class_3: 0.2059 loss_bbox_3: 0.091 loss_giou_3: 0.326 loss_class_4: 0.2031 loss_bbox_4: 0.09044 loss_giou_4: 0.3244 loss_class_enc: 0.2404 loss_bbox_enc: 0.1073 loss_giou_enc: 0.3569 loss_class_dn: 0.029 loss_bbox_dn: 0.1088 loss_giou_dn: 0.2932 loss_class_dn_0: 0.07939 loss_bbox_dn_0: 0.1819 loss_giou_dn_0: 0.4327 loss_class_dn_1: 0.05033 loss_bbox_dn_1: 0.1269 loss_giou_dn_1: 0.3322 loss_class_dn_2: 0.03727 loss_bbox_dn_2: 0.113 loss_giou_dn_2: 0.3007 loss_class_dn_3: 0.03256 loss_bbox_dn_3: 0.1102 loss_giou_dn_3: 0.2943 loss_class_dn_4: 0.0305 loss_bbox_dn_4: 0.1089 loss_giou_dn_4: 0.2929 time: 1.1197 data_time: 0.0991 lr: 1e-05 max_mem: 43695M [05/21 18:38:29 d2.utils.events]: eta: 20:53:48 iter: 156849 total_loss: 7.718 loss_class: 0.2083 loss_bbox: 0.09379 loss_giou: 0.3425 loss_class_0: 0.233 loss_bbox_0: 0.1054 loss_giou_0: 0.3628 loss_class_1: 0.2217 loss_bbox_1: 0.09654 loss_giou_1: 0.351 loss_class_2: 0.2163 loss_bbox_2: 0.09392 loss_giou_2: 0.3483 loss_class_3: 0.2124 loss_bbox_3: 0.09433 loss_giou_3: 0.344 loss_class_4: 0.2106 loss_bbox_4: 0.09387 loss_giou_4: 0.3433 loss_class_enc: 0.2504 loss_bbox_enc: 0.1117 loss_giou_enc: 0.3807 loss_class_dn: 0.02867 loss_bbox_dn: 0.1146 loss_giou_dn: 0.299 loss_class_dn_0: 0.07981 loss_bbox_dn_0: 0.1938 loss_giou_dn_0: 0.4385 loss_class_dn_1: 0.04863 loss_bbox_dn_1: 0.1361 loss_giou_dn_1: 0.3359 loss_class_dn_2: 0.03616 loss_bbox_dn_2: 0.1191 loss_giou_dn_2: 0.3075 loss_class_dn_3: 0.03151 loss_bbox_dn_3: 0.116 loss_giou_dn_3: 0.3015 loss_class_dn_4: 0.02931 loss_bbox_dn_4: 0.1146 loss_giou_dn_4: 0.299 time: 1.1197 data_time: 0.0998 lr: 1e-05 max_mem: 43695M [05/21 18:39:26 d2.utils.events]: eta: 20:52:55 iter: 156899 total_loss: 7.625 loss_class: 0.2088 loss_bbox: 0.09232 loss_giou: 0.3382 loss_class_0: 0.2305 loss_bbox_0: 0.1036 loss_giou_0: 0.3589 loss_class_1: 0.2213 loss_bbox_1: 0.09639 loss_giou_1: 0.3489 loss_class_2: 0.2166 loss_bbox_2: 0.09438 loss_giou_2: 0.3417 loss_class_3: 0.2142 loss_bbox_3: 0.09347 loss_giou_3: 0.3395 loss_class_4: 0.2101 loss_bbox_4: 0.09263 loss_giou_4: 0.3388 loss_class_enc: 0.2515 loss_bbox_enc: 0.1104 loss_giou_enc: 0.3735 loss_class_dn: 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[05/21 19:17:36 d2.utils.events]: eta: 20:18:41 iter: 158899 total_loss: 7.529 loss_class: 0.2027 loss_bbox: 0.09044 loss_giou: 0.3428 loss_class_0: 0.2248 loss_bbox_0: 0.1016 loss_giou_0: 0.3651 loss_class_1: 0.2148 loss_bbox_1: 0.09595 loss_giou_1: 0.3546 loss_class_2: 0.2098 loss_bbox_2: 0.09182 loss_giou_2: 0.3459 loss_class_3: 0.2071 loss_bbox_3: 0.09118 loss_giou_3: 0.3444 loss_class_4: 0.2037 loss_bbox_4: 0.09014 loss_giou_4: 0.3429 loss_class_enc: 0.2429 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3786 loss_class_dn: 0.02747 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2969 loss_class_dn_0: 0.07782 loss_bbox_dn_0: 0.1747 loss_giou_dn_0: 0.4382 loss_class_dn_1: 0.04763 loss_bbox_dn_1: 0.1229 loss_giou_dn_1: 0.3328 loss_class_dn_2: 0.03625 loss_bbox_dn_2: 0.1093 loss_giou_dn_2: 0.3053 loss_class_dn_3: 0.03144 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.2985 loss_class_dn_4: 0.02885 loss_bbox_dn_4: 0.1058 loss_giou_dn_4: 0.297 time: 1.1198 data_time: 0.1027 lr: 1e-05 max_mem: 43695M [05/21 19:18:34 d2.utils.events]: eta: 20:19:01 iter: 158949 total_loss: 7.676 loss_class: 0.2067 loss_bbox: 0.09478 loss_giou: 0.3296 loss_class_0: 0.2305 loss_bbox_0: 0.1032 loss_giou_0: 0.3522 loss_class_1: 0.2194 loss_bbox_1: 0.09811 loss_giou_1: 0.3408 loss_class_2: 0.2139 loss_bbox_2: 0.09581 loss_giou_2: 0.3338 loss_class_3: 0.213 loss_bbox_3: 0.09502 loss_giou_3: 0.3321 loss_class_4: 0.2082 loss_bbox_4: 0.09477 loss_giou_4: 0.3314 loss_class_enc: 0.2471 loss_bbox_enc: 0.1079 loss_giou_enc: 0.3701 loss_class_dn: 0.0293 loss_bbox_dn: 0.1096 loss_giou_dn: 0.2985 loss_class_dn_0: 0.08092 loss_bbox_dn_0: 0.1892 loss_giou_dn_0: 0.4421 loss_class_dn_1: 0.05173 loss_bbox_dn_1: 0.1318 loss_giou_dn_1: 0.3405 loss_class_dn_2: 0.03889 loss_bbox_dn_2: 0.1152 loss_giou_dn_2: 0.3097 loss_class_dn_3: 0.03342 loss_bbox_dn_3: 0.1118 loss_giou_dn_3: 0.3001 loss_class_dn_4: 0.0301 loss_bbox_dn_4: 0.1096 loss_giou_dn_4: 0.2985 time: 1.1198 data_time: 0.0974 lr: 1e-05 max_mem: 43695M [05/21 19:19:30 d2.utils.events]: eta: 20:18:05 iter: 158999 total_loss: 7.691 loss_class: 0.2021 loss_bbox: 0.09077 loss_giou: 0.3366 loss_class_0: 0.2253 loss_bbox_0: 0.09922 loss_giou_0: 0.3563 loss_class_1: 0.2157 loss_bbox_1: 0.09537 loss_giou_1: 0.3479 loss_class_2: 0.2097 loss_bbox_2: 0.09215 loss_giou_2: 0.3406 loss_class_3: 0.2067 loss_bbox_3: 0.09112 loss_giou_3: 0.338 loss_class_4: 0.2034 loss_bbox_4: 0.09142 loss_giou_4: 0.337 loss_class_enc: 0.2423 loss_bbox_enc: 0.107 loss_giou_enc: 0.376 loss_class_dn: 0.0282 loss_bbox_dn: 0.1097 loss_giou_dn: 0.3024 loss_class_dn_0: 0.07833 loss_bbox_dn_0: 0.1765 loss_giou_dn_0: 0.4458 loss_class_dn_1: 0.05049 loss_bbox_dn_1: 0.1261 loss_giou_dn_1: 0.3433 loss_class_dn_2: 0.03934 loss_bbox_dn_2: 0.1136 loss_giou_dn_2: 0.3115 loss_class_dn_3: 0.03273 loss_bbox_dn_3: 0.1102 loss_giou_dn_3: 0.3043 loss_class_dn_4: 0.0292 loss_bbox_dn_4: 0.1097 loss_giou_dn_4: 0.3026 time: 1.1198 data_time: 0.0984 lr: 1e-05 max_mem: 43695M [05/21 19:20:28 d2.utils.events]: 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loss_bbox_1: 0.09929 loss_giou_1: 0.3317 loss_class_2: 0.2176 loss_bbox_2: 0.09554 loss_giou_2: 0.326 loss_class_3: 0.2144 loss_bbox_3: 0.09385 loss_giou_3: 0.3218 loss_class_4: 0.2119 loss_bbox_4: 0.09309 loss_giou_4: 0.3209 loss_class_enc: 0.2512 loss_bbox_enc: 0.1099 loss_giou_enc: 0.3581 loss_class_dn: 0.03015 loss_bbox_dn: 0.1152 loss_giou_dn: 0.2951 loss_class_dn_0: 0.08086 loss_bbox_dn_0: 0.1901 loss_giou_dn_0: 0.434 loss_class_dn_1: 0.04995 loss_bbox_dn_1: 0.1347 loss_giou_dn_1: 0.335 loss_class_dn_2: 0.03884 loss_bbox_dn_2: 0.1189 loss_giou_dn_2: 0.3046 loss_class_dn_3: 0.03308 loss_bbox_dn_3: 0.1156 loss_giou_dn_3: 0.2976 loss_class_dn_4: 0.03104 loss_bbox_dn_4: 0.1153 loss_giou_dn_4: 0.2951 time: 1.1198 data_time: 0.1035 lr: 1e-05 max_mem: 43695M [05/21 19:34:39 d2.utils.events]: eta: 20:01:30 iter: 159799 total_loss: 7.633 loss_class: 0.2046 loss_bbox: 0.09389 loss_giou: 0.3363 loss_class_0: 0.2302 loss_bbox_0: 0.103 loss_giou_0: 0.3572 loss_class_1: 0.216 loss_bbox_1: 0.09929 loss_giou_1: 0.3492 loss_class_2: 0.2107 loss_bbox_2: 0.09483 loss_giou_2: 0.3411 loss_class_3: 0.2088 loss_bbox_3: 0.09448 loss_giou_3: 0.3362 loss_class_4: 0.205 loss_bbox_4: 0.09426 loss_giou_4: 0.3363 loss_class_enc: 0.2444 loss_bbox_enc: 0.1106 loss_giou_enc: 0.3709 loss_class_dn: 0.02804 loss_bbox_dn: 0.1068 loss_giou_dn: 0.2981 loss_class_dn_0: 0.07733 loss_bbox_dn_0: 0.1825 loss_giou_dn_0: 0.4407 loss_class_dn_1: 0.04692 loss_bbox_dn_1: 0.1265 loss_giou_dn_1: 0.3376 loss_class_dn_2: 0.03609 loss_bbox_dn_2: 0.1108 loss_giou_dn_2: 0.3074 loss_class_dn_3: 0.03172 loss_bbox_dn_3: 0.108 loss_giou_dn_3: 0.2997 loss_class_dn_4: 0.02849 loss_bbox_dn_4: 0.1069 loss_giou_dn_4: 0.2976 time: 1.1198 data_time: 0.1035 lr: 1e-05 max_mem: 43695M [05/21 19:35:37 d2.utils.events]: eta: 20:00:32 iter: 159849 total_loss: 7.568 loss_class: 0.2108 loss_bbox: 0.09216 loss_giou: 0.3254 loss_class_0: 0.235 loss_bbox_0: 0.102 loss_giou_0: 0.3446 loss_class_1: 0.225 loss_bbox_1: 0.09655 loss_giou_1: 0.3341 loss_class_2: 0.2191 loss_bbox_2: 0.09367 loss_giou_2: 0.3298 loss_class_3: 0.2137 loss_bbox_3: 0.09249 loss_giou_3: 0.326 loss_class_4: 0.2111 loss_bbox_4: 0.09195 loss_giou_4: 0.3265 loss_class_enc: 0.2525 loss_bbox_enc: 0.1108 loss_giou_enc: 0.3627 loss_class_dn: 0.03012 loss_bbox_dn: 0.1079 loss_giou_dn: 0.2922 loss_class_dn_0: 0.08268 loss_bbox_dn_0: 0.1857 loss_giou_dn_0: 0.4381 loss_class_dn_1: 0.05297 loss_bbox_dn_1: 0.1294 loss_giou_dn_1: 0.332 loss_class_dn_2: 0.04135 loss_bbox_dn_2: 0.1127 loss_giou_dn_2: 0.3015 loss_class_dn_3: 0.0355 loss_bbox_dn_3: 0.1088 loss_giou_dn_3: 0.2935 loss_class_dn_4: 0.03142 loss_bbox_dn_4: 0.1079 loss_giou_dn_4: 0.2921 time: 1.1198 data_time: 0.1005 lr: 1e-05 max_mem: 43695M [05/21 19:36:35 d2.utils.events]: eta: 19:59:41 iter: 159899 total_loss: 7.45 loss_class: 0.2045 loss_bbox: 0.09102 loss_giou: 0.3309 loss_class_0: 0.2268 loss_bbox_0: 0.1014 loss_giou_0: 0.3535 loss_class_1: 0.2152 loss_bbox_1: 0.09614 loss_giou_1: 0.342 loss_class_2: 0.2098 loss_bbox_2: 0.09213 loss_giou_2: 0.3373 loss_class_3: 0.2078 loss_bbox_3: 0.09146 loss_giou_3: 0.3333 loss_class_4: 0.2055 loss_bbox_4: 0.0911 loss_giou_4: 0.3306 loss_class_enc: 0.2419 loss_bbox_enc: 0.109 loss_giou_enc: 0.369 loss_class_dn: 0.02772 loss_bbox_dn: 0.1063 loss_giou_dn: 0.2921 loss_class_dn_0: 0.07766 loss_bbox_dn_0: 0.1856 loss_giou_dn_0: 0.4321 loss_class_dn_1: 0.04813 loss_bbox_dn_1: 0.1273 loss_giou_dn_1: 0.3293 loss_class_dn_2: 0.03581 loss_bbox_dn_2: 0.113 loss_giou_dn_2: 0.2999 loss_class_dn_3: 0.03143 loss_bbox_dn_3: 0.1085 loss_giou_dn_3: 0.2928 loss_class_dn_4: 0.02848 loss_bbox_dn_4: 0.1063 loss_giou_dn_4: 0.2917 time: 1.1198 data_time: 0.0983 lr: 1e-05 max_mem: 43695M [05/21 19:37:32 d2.utils.events]: eta: 19:57:51 iter: 159949 total_loss: 7.518 loss_class: 0.204 loss_bbox: 0.09139 loss_giou: 0.3368 loss_class_0: 0.2254 loss_bbox_0: 0.1018 loss_giou_0: 0.3536 loss_class_1: 0.2159 loss_bbox_1: 0.09646 loss_giou_1: 0.3464 loss_class_2: 0.2099 loss_bbox_2: 0.09232 loss_giou_2: 0.3402 loss_class_3: 0.2082 loss_bbox_3: 0.09112 loss_giou_3: 0.3372 loss_class_4: 0.2058 loss_bbox_4: 0.0909 loss_giou_4: 0.3362 loss_class_enc: 0.2461 loss_bbox_enc: 0.1075 loss_giou_enc: 0.3691 loss_class_dn: 0.02615 loss_bbox_dn: 0.1061 loss_giou_dn: 0.2922 loss_class_dn_0: 0.07587 loss_bbox_dn_0: 0.1818 loss_giou_dn_0: 0.4382 loss_class_dn_1: 0.04649 loss_bbox_dn_1: 0.1267 loss_giou_dn_1: 0.331 loss_class_dn_2: 0.03478 loss_bbox_dn_2: 0.111 loss_giou_dn_2: 0.3006 loss_class_dn_3: 0.02881 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.2941 loss_class_dn_4: 0.02691 loss_bbox_dn_4: 0.1061 loss_giou_dn_4: 0.2923 time: 1.1198 data_time: 0.0996 lr: 1e-05 max_mem: 43695M [05/21 19:38:30 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0159999.pth [05/21 19:38:47 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 19:39:04 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 19:39:08 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 19:39:09 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 19:40:10 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0041 s/iter. Inference: 0.0648 s/iter. Eval: 0.0012 s/iter. Total: 0.0702 s/iter. ETA=0:00:21 [05/21 19:40:15 d2.evaluation.evaluator]: Inference done 81/313. Dataloading: 0.0051 s/iter. Inference: 0.0651 s/iter. Eval: 0.0004 s/iter. Total: 0.0719 s/iter. ETA=0:00:16 [05/21 19:40:20 d2.evaluation.evaluator]: Inference done 136/313. Dataloading: 0.0051 s/iter. Inference: 0.0738 s/iter. Eval: 0.0004 s/iter. Total: 0.0800 s/iter. ETA=0:00:14 [05/21 19:40:25 d2.evaluation.evaluator]: Inference done 207/313. Dataloading: 0.0051 s/iter. Inference: 0.0707 s/iter. Eval: 0.0004 s/iter. Total: 0.0767 s/iter. ETA=0:00:08 [05/21 19:40:30 d2.evaluation.evaluator]: Inference done 279/313. Dataloading: 0.0051 s/iter. Inference: 0.0690 s/iter. Eval: 0.0004 s/iter. Total: 0.0749 s/iter. ETA=0:00:02 [05/21 19:40:33 d2.evaluation.evaluator]: Total inference time: 0:00:23.459371 (0.076167 s / iter per device, on 16 devices) [05/21 19:40:33 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:21 (0.068415 s / iter per device, on 16 devices) [05/21 19:40:51 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 19:40:52 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 19:41:01 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=7.99s) creating index... index created! [05/21 19:41:10 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 19:41:32 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 22.09 seconds. [05/21 19:41:34 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 19:41:37 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.15 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.364 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.777 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 [05/21 19:41:37 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 48.770 | 65.377 | 53.343 | 36.403 | 51.771 | 61.177 | [05/21 19:41:37 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.262 | bicycle | 39.363 | car | 52.244 | | motorcycle | 47.189 | airplane | 78.935 | bus | 74.738 | | train | 76.228 | truck | 38.179 | boat | 34.877 | | traffic light | 33.074 | fire hydrant | 74.730 | stop sign | 60.815 | | parking meter | 17.389 | bench | 34.718 | bird | 46.478 | | cat | 78.581 | dog | 75.623 | horse | 68.304 | | sheep | 53.061 | cow | 67.848 | elephant | 73.790 | | bear | 76.468 | zebra | 73.830 | giraffe | 76.391 | | backpack | 22.421 | umbrella | 46.183 | handbag | 20.143 | | tie | 45.919 | suitcase | 45.271 | frisbee | 75.628 | | skis | 32.256 | snowboard | 49.926 | sports ball | 44.885 | | kite | 43.500 | baseball bat | 41.554 | baseball glove | 49.287 | | skateboard | 61.555 | surfboard | 49.925 | tennis racket | 56.472 | | bottle | 45.600 | wine glass | 49.755 | cup | 57.031 | | fork | 53.588 | knife | 31.294 | spoon | 31.045 | | bowl | 51.707 | banana | 25.130 | apple | 23.606 | | sandwich | 37.797 | orange | 32.235 | broccoli | 21.508 | | carrot | 18.890 | hot dog | 40.058 | pizza | 63.137 | | donut | 50.268 | cake | 50.587 | chair | 37.881 | | couch | 49.317 | potted plant | 31.133 | bed | 46.125 | | dining table | 30.674 | toilet | 65.105 | tv | 64.053 | | laptop | 75.943 | mouse | 69.596 | remote | 31.484 | | keyboard | 52.945 | cell phone | 48.040 | microwave | 70.697 | | oven | 17.640 | toaster | 47.415 | sink | 40.972 | | refrigerator | 68.145 | book | 13.710 | clock | 48.703 | | vase | 35.081 | scissors | 42.499 | teddy bear | 58.814 | | hair drier | 28.049 | toothbrush | 43.301 | | | [05/21 19:41:39 d2.evaluation.testing]: copypaste: Task: bbox [05/21 19:41:39 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 19:41:39 d2.evaluation.testing]: copypaste: 48.7700,65.3766,53.3431,36.4025,51.7710,61.1774 [05/21 19:41:39 d2.utils.events]: eta: 19:56:10 iter: 159999 total_loss: 7.792 loss_class: 0.205 loss_bbox: 0.09433 loss_giou: 0.3282 loss_class_0: 0.2344 loss_bbox_0: 0.1053 loss_giou_0: 0.3493 loss_class_1: 0.223 loss_bbox_1: 0.09958 loss_giou_1: 0.341 loss_class_2: 0.2171 loss_bbox_2: 0.09668 loss_giou_2: 0.3345 loss_class_3: 0.2128 loss_bbox_3: 0.09512 loss_giou_3: 0.3307 loss_class_4: 0.2069 loss_bbox_4: 0.09441 loss_giou_4: 0.3293 loss_class_enc: 0.2497 loss_bbox_enc: 0.1113 loss_giou_enc: 0.3683 loss_class_dn: 0.02766 loss_bbox_dn: 0.1077 loss_giou_dn: 0.2981 loss_class_dn_0: 0.0766 loss_bbox_dn_0: 0.1854 loss_giou_dn_0: 0.4442 loss_class_dn_1: 0.04731 loss_bbox_dn_1: 0.1297 loss_giou_dn_1: 0.3391 loss_class_dn_2: 0.03687 loss_bbox_dn_2: 0.1128 loss_giou_dn_2: 0.3078 loss_class_dn_3: 0.03205 loss_bbox_dn_3: 0.1093 loss_giou_dn_3: 0.3004 loss_class_dn_4: 0.02868 loss_bbox_dn_4: 0.1078 loss_giou_dn_4: 0.2984 time: 1.1199 data_time: 0.1055 lr: 1e-05 max_mem: 43695M [05/21 19:42:35 d2.utils.events]: eta: 19:54:32 iter: 160049 total_loss: 7.584 loss_class: 0.2011 loss_bbox: 0.09482 loss_giou: 0.3316 loss_class_0: 0.2271 loss_bbox_0: 0.1044 loss_giou_0: 0.3459 loss_class_1: 0.2152 loss_bbox_1: 0.1004 loss_giou_1: 0.339 loss_class_2: 0.2105 loss_bbox_2: 0.09677 loss_giou_2: 0.3345 loss_class_3: 0.2076 loss_bbox_3: 0.09551 loss_giou_3: 0.3323 loss_class_4: 0.2025 loss_bbox_4: 0.09565 loss_giou_4: 0.332 loss_class_enc: 0.2428 loss_bbox_enc: 0.1118 loss_giou_enc: 0.3623 loss_class_dn: 0.02839 loss_bbox_dn: 0.1085 loss_giou_dn: 0.2975 loss_class_dn_0: 0.07913 loss_bbox_dn_0: 0.1859 loss_giou_dn_0: 0.4365 loss_class_dn_1: 0.04818 loss_bbox_dn_1: 0.1313 loss_giou_dn_1: 0.3365 loss_class_dn_2: 0.03614 loss_bbox_dn_2: 0.1135 loss_giou_dn_2: 0.3062 loss_class_dn_3: 0.03215 loss_bbox_dn_3: 0.1099 loss_giou_dn_3: 0.2995 loss_class_dn_4: 0.03021 loss_bbox_dn_4: 0.1085 loss_giou_dn_4: 0.2972 time: 1.1198 data_time: 0.1003 lr: 1e-05 max_mem: 43695M [05/21 19:43:31 d2.utils.events]: eta: 19:53:53 iter: 160099 total_loss: 7.638 loss_class: 0.2049 loss_bbox: 0.09224 loss_giou: 0.3385 loss_class_0: 0.2281 loss_bbox_0: 0.1023 loss_giou_0: 0.3601 loss_class_1: 0.2171 loss_bbox_1: 0.09756 loss_giou_1: 0.3491 loss_class_2: 0.2112 loss_bbox_2: 0.09423 loss_giou_2: 0.3434 loss_class_3: 0.2091 loss_bbox_3: 0.09135 loss_giou_3: 0.3397 loss_class_4: 0.2065 loss_bbox_4: 0.09213 loss_giou_4: 0.3379 loss_class_enc: 0.2438 loss_bbox_enc: 0.1093 loss_giou_enc: 0.3752 loss_class_dn: 0.02779 loss_bbox_dn: 0.1042 loss_giou_dn: 0.2947 loss_class_dn_0: 0.07738 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4443 loss_class_dn_1: 0.04698 loss_bbox_dn_1: 0.124 loss_giou_dn_1: 0.3388 loss_class_dn_2: 0.03613 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.3056 loss_class_dn_3: 0.03128 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.2963 loss_class_dn_4: 0.02844 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2947 time: 1.1199 data_time: 0.0996 lr: 1e-05 max_mem: 43695M [05/21 19:44:27 d2.utils.events]: eta: 19:52:50 iter: 160149 total_loss: 7.704 loss_class: 0.2017 loss_bbox: 0.0949 loss_giou: 0.3297 loss_class_0: 0.2292 loss_bbox_0: 0.1059 loss_giou_0: 0.3524 loss_class_1: 0.2171 loss_bbox_1: 0.1003 loss_giou_1: 0.3421 loss_class_2: 0.2108 loss_bbox_2: 0.09743 loss_giou_2: 0.337 loss_class_3: 0.208 loss_bbox_3: 0.09602 loss_giou_3: 0.3326 loss_class_4: 0.2033 loss_bbox_4: 0.09447 loss_giou_4: 0.3303 loss_class_enc: 0.248 loss_bbox_enc: 0.1147 loss_giou_enc: 0.366 loss_class_dn: 0.02788 loss_bbox_dn: 0.113 loss_giou_dn: 0.3012 loss_class_dn_0: 0.08002 loss_bbox_dn_0: 0.1929 loss_giou_dn_0: 0.4449 loss_class_dn_1: 0.04895 loss_bbox_dn_1: 0.1319 loss_giou_dn_1: 0.3421 loss_class_dn_2: 0.03691 loss_bbox_dn_2: 0.1187 loss_giou_dn_2: 0.3114 loss_class_dn_3: 0.032 loss_bbox_dn_3: 0.1147 loss_giou_dn_3: 0.3028 loss_class_dn_4: 0.0295 loss_bbox_dn_4: 0.1131 loss_giou_dn_4: 0.3008 time: 1.1198 data_time: 0.0986 lr: 1e-05 max_mem: 43695M [05/21 19:45:23 d2.utils.events]: eta: 19:52:03 iter: 160199 total_loss: 7.562 loss_class: 0.2077 loss_bbox: 0.08932 loss_giou: 0.3296 loss_class_0: 0.23 loss_bbox_0: 0.09956 loss_giou_0: 0.3509 loss_class_1: 0.2192 loss_bbox_1: 0.09306 loss_giou_1: 0.3397 loss_class_2: 0.2155 loss_bbox_2: 0.08993 loss_giou_2: 0.3336 loss_class_3: 0.2126 loss_bbox_3: 0.08926 loss_giou_3: 0.3315 loss_class_4: 0.2096 loss_bbox_4: 0.08973 loss_giou_4: 0.3303 loss_class_enc: 0.2445 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3676 loss_class_dn: 0.02889 loss_bbox_dn: 0.1016 loss_giou_dn: 0.2945 loss_class_dn_0: 0.07923 loss_bbox_dn_0: 0.1763 loss_giou_dn_0: 0.4356 loss_class_dn_1: 0.04884 loss_bbox_dn_1: 0.1216 loss_giou_dn_1: 0.3329 loss_class_dn_2: 0.0375 loss_bbox_dn_2: 0.1052 loss_giou_dn_2: 0.3036 loss_class_dn_3: 0.03345 loss_bbox_dn_3: 0.1026 loss_giou_dn_3: 0.2965 loss_class_dn_4: 0.02976 loss_bbox_dn_4: 0.1016 loss_giou_dn_4: 0.2944 time: 1.1198 data_time: 0.0995 lr: 1e-05 max_mem: 43695M [05/21 19:46:18 d2.utils.events]: eta: 19:51:13 iter: 160249 total_loss: 7.602 loss_class: 0.2064 loss_bbox: 0.09014 loss_giou: 0.3426 loss_class_0: 0.229 loss_bbox_0: 0.1016 loss_giou_0: 0.363 loss_class_1: 0.218 loss_bbox_1: 0.09612 loss_giou_1: 0.3541 loss_class_2: 0.2132 loss_bbox_2: 0.09361 loss_giou_2: 0.3463 loss_class_3: 0.2093 loss_bbox_3: 0.09121 loss_giou_3: 0.3433 loss_class_4: 0.2075 loss_bbox_4: 0.09014 loss_giou_4: 0.3423 loss_class_enc: 0.2462 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3798 loss_class_dn: 0.02845 loss_bbox_dn: 0.1064 loss_giou_dn: 0.3032 loss_class_dn_0: 0.07872 loss_bbox_dn_0: 0.1829 loss_giou_dn_0: 0.4469 loss_class_dn_1: 0.04819 loss_bbox_dn_1: 0.1263 loss_giou_dn_1: 0.345 loss_class_dn_2: 0.03654 loss_bbox_dn_2: 0.1103 loss_giou_dn_2: 0.313 loss_class_dn_3: 0.0318 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.3053 loss_class_dn_4: 0.02904 loss_bbox_dn_4: 0.1063 loss_giou_dn_4: 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max_mem: 43695M [05/21 19:50:03 d2.utils.events]: eta: 19:47:19 iter: 160449 total_loss: 7.659 loss_class: 0.2066 loss_bbox: 0.09527 loss_giou: 0.3321 loss_class_0: 0.2286 loss_bbox_0: 0.1062 loss_giou_0: 0.3532 loss_class_1: 0.2207 loss_bbox_1: 0.0985 loss_giou_1: 0.3408 loss_class_2: 0.214 loss_bbox_2: 0.09644 loss_giou_2: 0.3365 loss_class_3: 0.2114 loss_bbox_3: 0.09482 loss_giou_3: 0.3349 loss_class_4: 0.2082 loss_bbox_4: 0.09561 loss_giou_4: 0.3325 loss_class_enc: 0.246 loss_bbox_enc: 0.1127 loss_giou_enc: 0.3702 loss_class_dn: 0.0286 loss_bbox_dn: 0.1125 loss_giou_dn: 0.2982 loss_class_dn_0: 0.08021 loss_bbox_dn_0: 0.1895 loss_giou_dn_0: 0.4372 loss_class_dn_1: 0.05108 loss_bbox_dn_1: 0.1328 loss_giou_dn_1: 0.3395 loss_class_dn_2: 0.03929 loss_bbox_dn_2: 0.1175 loss_giou_dn_2: 0.3073 loss_class_dn_3: 0.03351 loss_bbox_dn_3: 0.1138 loss_giou_dn_3: 0.2999 loss_class_dn_4: 0.02966 loss_bbox_dn_4: 0.1125 loss_giou_dn_4: 0.2979 time: 1.1198 data_time: 0.1029 lr: 1e-05 max_mem: 43695M [05/21 19:50:58 d2.utils.events]: eta: 19:46:14 iter: 160499 total_loss: 7.473 loss_class: 0.2005 loss_bbox: 0.09267 loss_giou: 0.3207 loss_class_0: 0.224 loss_bbox_0: 0.1048 loss_giou_0: 0.3401 loss_class_1: 0.213 loss_bbox_1: 0.09745 loss_giou_1: 0.3293 loss_class_2: 0.2072 loss_bbox_2: 0.09412 loss_giou_2: 0.3263 loss_class_3: 0.2041 loss_bbox_3: 0.09361 loss_giou_3: 0.3238 loss_class_4: 0.2014 loss_bbox_4: 0.09264 loss_giou_4: 0.3217 loss_class_enc: 0.2384 loss_bbox_enc: 0.1111 loss_giou_enc: 0.3568 loss_class_dn: 0.02662 loss_bbox_dn: 0.1109 loss_giou_dn: 0.2884 loss_class_dn_0: 0.07706 loss_bbox_dn_0: 0.1892 loss_giou_dn_0: 0.4264 loss_class_dn_1: 0.04714 loss_bbox_dn_1: 0.1312 loss_giou_dn_1: 0.3268 loss_class_dn_2: 0.03515 loss_bbox_dn_2: 0.1156 loss_giou_dn_2: 0.2969 loss_class_dn_3: 0.03072 loss_bbox_dn_3: 0.1119 loss_giou_dn_3: 0.2906 loss_class_dn_4: 0.02798 loss_bbox_dn_4: 0.1108 loss_giou_dn_4: 0.2883 time: 1.1198 data_time: 0.0986 lr: 1e-05 max_mem: 43695M [05/21 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d2.utils.events]: eta: 19:43:41 iter: 160599 total_loss: 7.707 loss_class: 0.2088 loss_bbox: 0.09272 loss_giou: 0.3465 loss_class_0: 0.23 loss_bbox_0: 0.1044 loss_giou_0: 0.3636 loss_class_1: 0.2208 loss_bbox_1: 0.09714 loss_giou_1: 0.3537 loss_class_2: 0.2162 loss_bbox_2: 0.09409 loss_giou_2: 0.3479 loss_class_3: 0.2136 loss_bbox_3: 0.09274 loss_giou_3: 0.3472 loss_class_4: 0.2111 loss_bbox_4: 0.09213 loss_giou_4: 0.3456 loss_class_enc: 0.2486 loss_bbox_enc: 0.109 loss_giou_enc: 0.3764 loss_class_dn: 0.02877 loss_bbox_dn: 0.1027 loss_giou_dn: 0.3032 loss_class_dn_0: 0.07722 loss_bbox_dn_0: 0.1741 loss_giou_dn_0: 0.4464 loss_class_dn_1: 0.04801 loss_bbox_dn_1: 0.122 loss_giou_dn_1: 0.3436 loss_class_dn_2: 0.03795 loss_bbox_dn_2: 0.107 loss_giou_dn_2: 0.3137 loss_class_dn_3: 0.03332 loss_bbox_dn_3: 0.1032 loss_giou_dn_3: 0.3051 loss_class_dn_4: 0.02996 loss_bbox_dn_4: 0.1027 loss_giou_dn_4: 0.303 time: 1.1198 data_time: 0.0971 lr: 1e-05 max_mem: 43695M [05/21 19:53:48 d2.utils.events]: 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loss_bbox_0: 0.1028 loss_giou_0: 0.3539 loss_class_1: 0.2178 loss_bbox_1: 0.09637 loss_giou_1: 0.3431 loss_class_2: 0.2124 loss_bbox_2: 0.09405 loss_giou_2: 0.3397 loss_class_3: 0.2109 loss_bbox_3: 0.09331 loss_giou_3: 0.3361 loss_class_4: 0.2082 loss_bbox_4: 0.09252 loss_giou_4: 0.3345 loss_class_enc: 0.2429 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3695 loss_class_dn: 0.02739 loss_bbox_dn: 0.1051 loss_giou_dn: 0.2987 loss_class_dn_0: 0.0766 loss_bbox_dn_0: 0.1802 loss_giou_dn_0: 0.437 loss_class_dn_1: 0.04684 loss_bbox_dn_1: 0.1263 loss_giou_dn_1: 0.3354 loss_class_dn_2: 0.03554 loss_bbox_dn_2: 0.1099 loss_giou_dn_2: 0.3077 loss_class_dn_3: 0.03049 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.3007 loss_class_dn_4: 0.02809 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2988 time: 1.1199 data_time: 0.1068 lr: 1e-05 max_mem: 43695M [05/21 20:03:16 d2.utils.events]: eta: 19:33:32 iter: 161149 total_loss: 7.641 loss_class: 0.2054 loss_bbox: 0.09082 loss_giou: 0.3398 loss_class_0: 0.2286 loss_bbox_0: 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loss_class_1: 0.2159 loss_bbox_1: 0.09512 loss_giou_1: 0.3481 loss_class_2: 0.2112 loss_bbox_2: 0.09218 loss_giou_2: 0.3426 loss_class_3: 0.2072 loss_bbox_3: 0.09247 loss_giou_3: 0.3392 loss_class_4: 0.2031 loss_bbox_4: 0.09177 loss_giou_4: 0.3389 loss_class_enc: 0.2451 loss_bbox_enc: 0.1077 loss_giou_enc: 0.3688 loss_class_dn: 0.02806 loss_bbox_dn: 0.106 loss_giou_dn: 0.2948 loss_class_dn_0: 0.07752 loss_bbox_dn_0: 0.1776 loss_giou_dn_0: 0.4383 loss_class_dn_1: 0.04883 loss_bbox_dn_1: 0.1243 loss_giou_dn_1: 0.3327 loss_class_dn_2: 0.03626 loss_bbox_dn_2: 0.1099 loss_giou_dn_2: 0.3024 loss_class_dn_3: 0.03239 loss_bbox_dn_3: 0.1069 loss_giou_dn_3: 0.2954 loss_class_dn_4: 0.0287 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.2941 time: 1.1199 data_time: 0.0990 lr: 1e-05 max_mem: 43695M [05/21 20:07:04 d2.utils.events]: eta: 19:30:48 iter: 161349 total_loss: 7.616 loss_class: 0.1993 loss_bbox: 0.09803 loss_giou: 0.3315 loss_class_0: 0.2242 loss_bbox_0: 0.1038 loss_giou_0: 0.3479 loss_class_1: 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loss_bbox_1: 0.09712 loss_giou_1: 0.3455 loss_class_2: 0.2136 loss_bbox_2: 0.09274 loss_giou_2: 0.3407 loss_class_3: 0.2117 loss_bbox_3: 0.09168 loss_giou_3: 0.336 loss_class_4: 0.2078 loss_bbox_4: 0.09178 loss_giou_4: 0.3374 loss_class_enc: 0.2479 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3723 loss_class_dn: 0.03311 loss_bbox_dn: 0.1108 loss_giou_dn: 0.3055 loss_class_dn_0: 0.08342 loss_bbox_dn_0: 0.1829 loss_giou_dn_0: 0.4464 loss_class_dn_1: 0.05463 loss_bbox_dn_1: 0.1284 loss_giou_dn_1: 0.347 loss_class_dn_2: 0.04263 loss_bbox_dn_2: 0.1135 loss_giou_dn_2: 0.3182 loss_class_dn_3: 0.03754 loss_bbox_dn_3: 0.111 loss_giou_dn_3: 0.308 loss_class_dn_4: 0.03447 loss_bbox_dn_4: 0.1107 loss_giou_dn_4: 0.3054 time: 1.1199 data_time: 0.1064 lr: 1e-05 max_mem: 43695M [05/21 20:08:59 d2.utils.events]: eta: 19:30:53 iter: 161449 total_loss: 7.487 loss_class: 0.2008 loss_bbox: 0.09073 loss_giou: 0.3222 loss_class_0: 0.2264 loss_bbox_0: 0.1011 loss_giou_0: 0.3399 loss_class_1: 0.2164 loss_bbox_1: 0.0953 loss_giou_1: 0.3282 loss_class_2: 0.2099 loss_bbox_2: 0.09247 loss_giou_2: 0.3246 loss_class_3: 0.2063 loss_bbox_3: 0.09142 loss_giou_3: 0.3238 loss_class_4: 0.2019 loss_bbox_4: 0.09143 loss_giou_4: 0.3221 loss_class_enc: 0.2432 loss_bbox_enc: 0.1075 loss_giou_enc: 0.3574 loss_class_dn: 0.02884 loss_bbox_dn: 0.1046 loss_giou_dn: 0.2864 loss_class_dn_0: 0.08039 loss_bbox_dn_0: 0.1812 loss_giou_dn_0: 0.4258 loss_class_dn_1: 0.04962 loss_bbox_dn_1: 0.125 loss_giou_dn_1: 0.3279 loss_class_dn_2: 0.03731 loss_bbox_dn_2: 0.1081 loss_giou_dn_2: 0.2958 loss_class_dn_3: 0.0328 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.02968 loss_bbox_dn_4: 0.1047 loss_giou_dn_4: 0.2864 time: 1.1199 data_time: 0.0988 lr: 1e-05 max_mem: 43695M [05/21 20:09:57 d2.utils.events]: eta: 19:30:27 iter: 161499 total_loss: 7.675 loss_class: 0.2046 loss_bbox: 0.09203 loss_giou: 0.3405 loss_class_0: 0.2259 loss_bbox_0: 0.1032 loss_giou_0: 0.3611 loss_class_1: 0.2165 loss_bbox_1: 0.09668 loss_giou_1: 0.3511 loss_class_2: 0.2117 loss_bbox_2: 0.09396 loss_giou_2: 0.3462 loss_class_3: 0.2074 loss_bbox_3: 0.09198 loss_giou_3: 0.3433 loss_class_4: 0.2059 loss_bbox_4: 0.09138 loss_giou_4: 0.341 loss_class_enc: 0.2419 loss_bbox_enc: 0.1106 loss_giou_enc: 0.3794 loss_class_dn: 0.02685 loss_bbox_dn: 0.1085 loss_giou_dn: 0.2976 loss_class_dn_0: 0.07604 loss_bbox_dn_0: 0.1844 loss_giou_dn_0: 0.4448 loss_class_dn_1: 0.0471 loss_bbox_dn_1: 0.1303 loss_giou_dn_1: 0.3417 loss_class_dn_2: 0.0352 loss_bbox_dn_2: 0.1138 loss_giou_dn_2: 0.309 loss_class_dn_3: 0.03074 loss_bbox_dn_3: 0.1093 loss_giou_dn_3: 0.2998 loss_class_dn_4: 0.0282 loss_bbox_dn_4: 0.1085 loss_giou_dn_4: 0.2977 time: 1.1199 data_time: 0.0996 lr: 1e-05 max_mem: 43695M [05/21 20:10:56 d2.utils.events]: eta: 19:30:38 iter: 161549 total_loss: 7.588 loss_class: 0.2037 loss_bbox: 0.09326 loss_giou: 0.3346 loss_class_0: 0.2274 loss_bbox_0: 0.1033 loss_giou_0: 0.3527 loss_class_1: 0.2145 loss_bbox_1: 0.09743 loss_giou_1: 0.344 loss_class_2: 0.2101 loss_bbox_2: 0.09404 loss_giou_2: 0.3387 loss_class_3: 0.208 loss_bbox_3: 0.09399 loss_giou_3: 0.3361 loss_class_4: 0.2041 loss_bbox_4: 0.09271 loss_giou_4: 0.3334 loss_class_enc: 0.2433 loss_bbox_enc: 0.1097 loss_giou_enc: 0.3688 loss_class_dn: 0.02758 loss_bbox_dn: 0.1079 loss_giou_dn: 0.2975 loss_class_dn_0: 0.0789 loss_bbox_dn_0: 0.1832 loss_giou_dn_0: 0.4377 loss_class_dn_1: 0.04869 loss_bbox_dn_1: 0.1283 loss_giou_dn_1: 0.3327 loss_class_dn_2: 0.03624 loss_bbox_dn_2: 0.1123 loss_giou_dn_2: 0.3038 loss_class_dn_3: 0.03161 loss_bbox_dn_3: 0.1085 loss_giou_dn_3: 0.2985 loss_class_dn_4: 0.02869 loss_bbox_dn_4: 0.1079 loss_giou_dn_4: 0.2976 time: 1.1199 data_time: 0.0980 lr: 1e-05 max_mem: 43695M [05/21 20:11:52 d2.utils.events]: eta: 19:28:48 iter: 161599 total_loss: 7.574 loss_class: 0.2091 loss_bbox: 0.09398 loss_giou: 0.3346 loss_class_0: 0.2316 loss_bbox_0: 0.1041 loss_giou_0: 0.3519 loss_class_1: 0.2201 loss_bbox_1: 0.09831 loss_giou_1: 0.3443 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0.09158 loss_giou_3: 0.3245 loss_class_4: 0.2051 loss_bbox_4: 0.09181 loss_giou_4: 0.3238 loss_class_enc: 0.2419 loss_bbox_enc: 0.1104 loss_giou_enc: 0.3612 loss_class_dn: 0.02778 loss_bbox_dn: 0.1104 loss_giou_dn: 0.2895 loss_class_dn_0: 0.07926 loss_bbox_dn_0: 0.186 loss_giou_dn_0: 0.4303 loss_class_dn_1: 0.04896 loss_bbox_dn_1: 0.1309 loss_giou_dn_1: 0.3275 loss_class_dn_2: 0.03706 loss_bbox_dn_2: 0.1152 loss_giou_dn_2: 0.2992 loss_class_dn_3: 0.03266 loss_bbox_dn_3: 0.1111 loss_giou_dn_3: 0.2913 loss_class_dn_4: 0.02877 loss_bbox_dn_4: 0.1104 loss_giou_dn_4: 0.2893 time: 1.1199 data_time: 0.0962 lr: 1e-05 max_mem: 43695M [05/21 20:20:26 d2.utils.events]: eta: 19:21:59 iter: 162049 total_loss: 7.627 loss_class: 0.2037 loss_bbox: 0.0916 loss_giou: 0.3405 loss_class_0: 0.2243 loss_bbox_0: 0.1008 loss_giou_0: 0.359 loss_class_1: 0.2138 loss_bbox_1: 0.09598 loss_giou_1: 0.3525 loss_class_2: 0.2087 loss_bbox_2: 0.09338 loss_giou_2: 0.3445 loss_class_3: 0.2062 loss_bbox_3: 0.09197 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0.3378 loss_class_4: 0.2061 loss_bbox_4: 0.09113 loss_giou_4: 0.3357 loss_class_enc: 0.2446 loss_bbox_enc: 0.1062 loss_giou_enc: 0.3748 loss_class_dn: 0.02901 loss_bbox_dn: 0.1071 loss_giou_dn: 0.3003 loss_class_dn_0: 0.07879 loss_bbox_dn_0: 0.1788 loss_giou_dn_0: 0.442 loss_class_dn_1: 0.04794 loss_bbox_dn_1: 0.127 loss_giou_dn_1: 0.3419 loss_class_dn_2: 0.03708 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.3103 loss_class_dn_3: 0.0326 loss_bbox_dn_3: 0.1086 loss_giou_dn_3: 0.3031 loss_class_dn_4: 0.02998 loss_bbox_dn_4: 0.1072 loss_giou_dn_4: 0.3002 time: 1.1199 data_time: 0.1006 lr: 1e-05 max_mem: 43695M [05/21 20:22:20 d2.utils.events]: eta: 19:19:44 iter: 162149 total_loss: 7.562 loss_class: 0.2 loss_bbox: 0.08924 loss_giou: 0.3329 loss_class_0: 0.223 loss_bbox_0: 0.0993 loss_giou_0: 0.3523 loss_class_1: 0.2116 loss_bbox_1: 0.09403 loss_giou_1: 0.3415 loss_class_2: 0.2058 loss_bbox_2: 0.09007 loss_giou_2: 0.3378 loss_class_3: 0.2027 loss_bbox_3: 0.08949 loss_giou_3: 0.3335 loss_class_4: 0.1997 loss_bbox_4: 0.08932 loss_giou_4: 0.3333 loss_class_enc: 0.2387 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3679 loss_class_dn: 0.02735 loss_bbox_dn: 0.101 loss_giou_dn: 0.2961 loss_class_dn_0: 0.07578 loss_bbox_dn_0: 0.181 loss_giou_dn_0: 0.4349 loss_class_dn_1: 0.04698 loss_bbox_dn_1: 0.126 loss_giou_dn_1: 0.3353 loss_class_dn_2: 0.0365 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.3059 loss_class_dn_3: 0.03078 loss_bbox_dn_3: 0.1023 loss_giou_dn_3: 0.2979 loss_class_dn_4: 0.02888 loss_bbox_dn_4: 0.1009 loss_giou_dn_4: 0.296 time: 1.1199 data_time: 0.1058 lr: 1e-05 max_mem: 43695M [05/21 20:23:17 d2.utils.events]: eta: 19:19:18 iter: 162199 total_loss: 7.625 loss_class: 0.2056 loss_bbox: 0.09106 loss_giou: 0.3359 loss_class_0: 0.2303 loss_bbox_0: 0.1048 loss_giou_0: 0.3523 loss_class_1: 0.2199 loss_bbox_1: 0.09733 loss_giou_1: 0.3445 loss_class_2: 0.2157 loss_bbox_2: 0.09346 loss_giou_2: 0.3405 loss_class_3: 0.211 loss_bbox_3: 0.09284 loss_giou_3: 0.336 loss_class_4: 0.2075 loss_bbox_4: 0.09192 loss_giou_4: 0.3367 loss_class_enc: 0.2486 loss_bbox_enc: 0.11 loss_giou_enc: 0.3719 loss_class_dn: 0.02886 loss_bbox_dn: 0.1088 loss_giou_dn: 0.297 loss_class_dn_0: 0.07897 loss_bbox_dn_0: 0.188 loss_giou_dn_0: 0.4439 loss_class_dn_1: 0.04822 loss_bbox_dn_1: 0.129 loss_giou_dn_1: 0.3397 loss_class_dn_2: 0.03709 loss_bbox_dn_2: 0.1132 loss_giou_dn_2: 0.3063 loss_class_dn_3: 0.03202 loss_bbox_dn_3: 0.1096 loss_giou_dn_3: 0.299 loss_class_dn_4: 0.03001 loss_bbox_dn_4: 0.1088 loss_giou_dn_4: 0.2968 time: 1.1199 data_time: 0.1017 lr: 1e-05 max_mem: 43695M [05/21 20:24:13 d2.utils.events]: eta: 19:17:16 iter: 162249 total_loss: 7.66 loss_class: 0.2102 loss_bbox: 0.09022 loss_giou: 0.3323 loss_class_0: 0.2338 loss_bbox_0: 0.1015 loss_giou_0: 0.3538 loss_class_1: 0.2247 loss_bbox_1: 0.09521 loss_giou_1: 0.341 loss_class_2: 0.2204 loss_bbox_2: 0.09317 loss_giou_2: 0.3371 loss_class_3: 0.2171 loss_bbox_3: 0.0911 loss_giou_3: 0.3337 loss_class_4: 0.2137 loss_bbox_4: 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d2.utils.events]: eta: 18:26:25 iter: 165099 total_loss: 7.586 loss_class: 0.2062 loss_bbox: 0.09276 loss_giou: 0.3297 loss_class_0: 0.2342 loss_bbox_0: 0.1035 loss_giou_0: 0.349 loss_class_1: 0.2219 loss_bbox_1: 0.09816 loss_giou_1: 0.3384 loss_class_2: 0.2164 loss_bbox_2: 0.09481 loss_giou_2: 0.3336 loss_class_3: 0.2129 loss_bbox_3: 0.09393 loss_giou_3: 0.3299 loss_class_4: 0.2088 loss_bbox_4: 0.09338 loss_giou_4: 0.329 loss_class_enc: 0.2494 loss_bbox_enc: 0.111 loss_giou_enc: 0.368 loss_class_dn: 0.02794 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2967 loss_class_dn_0: 0.08061 loss_bbox_dn_0: 0.1877 loss_giou_dn_0: 0.4371 loss_class_dn_1: 0.0502 loss_bbox_dn_1: 0.1268 loss_giou_dn_1: 0.3361 loss_class_dn_2: 0.03755 loss_bbox_dn_2: 0.1105 loss_giou_dn_2: 0.3069 loss_class_dn_3: 0.03294 loss_bbox_dn_3: 0.1072 loss_giou_dn_3: 0.2984 loss_class_dn_4: 0.02912 loss_bbox_dn_4: 0.1057 loss_giou_dn_4: 0.2965 time: 1.1201 data_time: 0.1068 lr: 1e-05 max_mem: 43695M [05/21 21:19:42 d2.utils.events]: 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total_loss: 7.511 loss_class: 0.2061 loss_bbox: 0.09301 loss_giou: 0.333 loss_class_0: 0.2308 loss_bbox_0: 0.1019 loss_giou_0: 0.3558 loss_class_1: 0.2187 loss_bbox_1: 0.096 loss_giou_1: 0.3447 loss_class_2: 0.2135 loss_bbox_2: 0.09302 loss_giou_2: 0.3399 loss_class_3: 0.2109 loss_bbox_3: 0.09308 loss_giou_3: 0.3335 loss_class_4: 0.2086 loss_bbox_4: 0.09276 loss_giou_4: 0.3329 loss_class_enc: 0.2437 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3677 loss_class_dn: 0.02744 loss_bbox_dn: 0.1076 loss_giou_dn: 0.292 loss_class_dn_0: 0.07984 loss_bbox_dn_0: 0.1854 loss_giou_dn_0: 0.4333 loss_class_dn_1: 0.048 loss_bbox_dn_1: 0.1285 loss_giou_dn_1: 0.3294 loss_class_dn_2: 0.03707 loss_bbox_dn_2: 0.1125 loss_giou_dn_2: 0.3 loss_class_dn_3: 0.03157 loss_bbox_dn_3: 0.1092 loss_giou_dn_3: 0.2939 loss_class_dn_4: 0.0289 loss_bbox_dn_4: 0.1077 loss_giou_dn_4: 0.292 time: 1.1201 data_time: 0.0976 lr: 1e-05 max_mem: 43695M [05/21 21:22:33 d2.utils.events]: eta: 18:23:39 iter: 165299 total_loss: 7.5 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loss_class_1: 0.2203 loss_bbox_1: 0.0957 loss_giou_1: 0.3548 loss_class_2: 0.2133 loss_bbox_2: 0.09333 loss_giou_2: 0.3463 loss_class_3: 0.2116 loss_bbox_3: 0.09138 loss_giou_3: 0.3429 loss_class_4: 0.2077 loss_bbox_4: 0.09084 loss_giou_4: 0.3421 loss_class_enc: 0.2458 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3762 loss_class_dn: 0.02965 loss_bbox_dn: 0.1062 loss_giou_dn: 0.3012 loss_class_dn_0: 0.0787 loss_bbox_dn_0: 0.1818 loss_giou_dn_0: 0.4429 loss_class_dn_1: 0.04872 loss_bbox_dn_1: 0.1274 loss_giou_dn_1: 0.3415 loss_class_dn_2: 0.03771 loss_bbox_dn_2: 0.1125 loss_giou_dn_2: 0.3103 loss_class_dn_3: 0.03287 loss_bbox_dn_3: 0.1079 loss_giou_dn_3: 0.3028 loss_class_dn_4: 0.03066 loss_bbox_dn_4: 0.1063 loss_giou_dn_4: 0.301 time: 1.1202 data_time: 0.0952 lr: 1e-05 max_mem: 43695M [05/21 21:32:57 d2.utils.events]: eta: 18:08:26 iter: 165849 total_loss: 7.615 loss_class: 0.2083 loss_bbox: 0.09333 loss_giou: 0.3361 loss_class_0: 0.2357 loss_bbox_0: 0.1032 loss_giou_0: 0.3556 loss_class_1: 0.2242 loss_bbox_1: 0.0982 loss_giou_1: 0.3399 loss_class_2: 0.2151 loss_bbox_2: 0.09446 loss_giou_2: 0.3373 loss_class_3: 0.2128 loss_bbox_3: 0.09301 loss_giou_3: 0.3349 loss_class_4: 0.2097 loss_bbox_4: 0.09354 loss_giou_4: 0.3356 loss_class_enc: 0.2476 loss_bbox_enc: 0.109 loss_giou_enc: 0.3708 loss_class_dn: 0.02847 loss_bbox_dn: 0.1051 loss_giou_dn: 0.2927 loss_class_dn_0: 0.0783 loss_bbox_dn_0: 0.176 loss_giou_dn_0: 0.4351 loss_class_dn_1: 0.04908 loss_bbox_dn_1: 0.1247 loss_giou_dn_1: 0.332 loss_class_dn_2: 0.03763 loss_bbox_dn_2: 0.1091 loss_giou_dn_2: 0.3018 loss_class_dn_3: 0.03234 loss_bbox_dn_3: 0.1059 loss_giou_dn_3: 0.2946 loss_class_dn_4: 0.02927 loss_bbox_dn_4: 0.105 loss_giou_dn_4: 0.2926 time: 1.1202 data_time: 0.1030 lr: 1e-05 max_mem: 43695M [05/21 21:33:55 d2.utils.events]: eta: 18:07:43 iter: 165899 total_loss: 7.541 loss_class: 0.1984 loss_bbox: 0.09197 loss_giou: 0.3305 loss_class_0: 0.2281 loss_bbox_0: 0.1012 loss_giou_0: 0.3455 loss_class_1: 0.2126 loss_bbox_1: 0.09643 loss_giou_1: 0.3369 loss_class_2: 0.2063 loss_bbox_2: 0.09461 loss_giou_2: 0.3328 loss_class_3: 0.2025 loss_bbox_3: 0.09274 loss_giou_3: 0.3297 loss_class_4: 0.2018 loss_bbox_4: 0.09173 loss_giou_4: 0.3301 loss_class_enc: 0.2455 loss_bbox_enc: 0.1079 loss_giou_enc: 0.364 loss_class_dn: 0.02779 loss_bbox_dn: 0.1058 loss_giou_dn: 0.2926 loss_class_dn_0: 0.07901 loss_bbox_dn_0: 0.1814 loss_giou_dn_0: 0.431 loss_class_dn_1: 0.04933 loss_bbox_dn_1: 0.125 loss_giou_dn_1: 0.3312 loss_class_dn_2: 0.03721 loss_bbox_dn_2: 0.1102 loss_giou_dn_2: 0.3018 loss_class_dn_3: 0.0322 loss_bbox_dn_3: 0.1068 loss_giou_dn_3: 0.2944 loss_class_dn_4: 0.02862 loss_bbox_dn_4: 0.1059 loss_giou_dn_4: 0.2924 time: 1.1202 data_time: 0.1005 lr: 1e-05 max_mem: 43695M [05/21 21:34:53 d2.utils.events]: eta: 18:07:03 iter: 165949 total_loss: 7.757 loss_class: 0.2083 loss_bbox: 0.0956 loss_giou: 0.3357 loss_class_0: 0.2323 loss_bbox_0: 0.1067 loss_giou_0: 0.3541 loss_class_1: 0.2209 loss_bbox_1: 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loss_class_2: 0.2094 loss_bbox_2: 0.09031 loss_giou_2: 0.339 loss_class_3: 0.2057 loss_bbox_3: 0.09007 loss_giou_3: 0.3357 loss_class_4: 0.2033 loss_bbox_4: 0.08953 loss_giou_4: 0.334 loss_class_enc: 0.2434 loss_bbox_enc: 0.108 loss_giou_enc: 0.3684 loss_class_dn: 0.02655 loss_bbox_dn: 0.1034 loss_giou_dn: 0.2976 loss_class_dn_0: 0.07755 loss_bbox_dn_0: 0.1767 loss_giou_dn_0: 0.4376 loss_class_dn_1: 0.04715 loss_bbox_dn_1: 0.1259 loss_giou_dn_1: 0.335 loss_class_dn_2: 0.03543 loss_bbox_dn_2: 0.1084 loss_giou_dn_2: 0.3053 loss_class_dn_3: 0.03115 loss_bbox_dn_3: 0.1046 loss_giou_dn_3: 0.299 loss_class_dn_4: 0.02801 loss_bbox_dn_4: 0.1034 loss_giou_dn_4: 0.2973 time: 1.1202 data_time: 0.0965 lr: 1e-05 max_mem: 43695M [05/21 21:39:39 d2.utils.events]: eta: 18:03:09 iter: 166199 total_loss: 7.678 loss_class: 0.2034 loss_bbox: 0.09257 loss_giou: 0.3329 loss_class_0: 0.2284 loss_bbox_0: 0.1022 loss_giou_0: 0.3525 loss_class_1: 0.2182 loss_bbox_1: 0.09654 loss_giou_1: 0.3424 loss_class_2: 0.2113 loss_bbox_2: 0.09434 loss_giou_2: 0.3366 loss_class_3: 0.2086 loss_bbox_3: 0.09241 loss_giou_3: 0.3333 loss_class_4: 0.2061 loss_bbox_4: 0.09284 loss_giou_4: 0.3322 loss_class_enc: 0.2451 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3672 loss_class_dn: 0.0294 loss_bbox_dn: 0.1102 loss_giou_dn: 0.2998 loss_class_dn_0: 0.07974 loss_bbox_dn_0: 0.1871 loss_giou_dn_0: 0.4441 loss_class_dn_1: 0.04991 loss_bbox_dn_1: 0.1319 loss_giou_dn_1: 0.3416 loss_class_dn_2: 0.03817 loss_bbox_dn_2: 0.1154 loss_giou_dn_2: 0.3082 loss_class_dn_3: 0.03313 loss_bbox_dn_3: 0.1123 loss_giou_dn_3: 0.3009 loss_class_dn_4: 0.03015 loss_bbox_dn_4: 0.1103 loss_giou_dn_4: 0.2992 time: 1.1202 data_time: 0.0959 lr: 1e-05 max_mem: 43695M [05/21 21:40:36 d2.utils.events]: eta: 18:01:56 iter: 166249 total_loss: 7.661 loss_class: 0.2044 loss_bbox: 0.09207 loss_giou: 0.3323 loss_class_0: 0.2258 loss_bbox_0: 0.1021 loss_giou_0: 0.3539 loss_class_1: 0.2176 loss_bbox_1: 0.09762 loss_giou_1: 0.3438 loss_class_2: 0.2098 loss_bbox_2: 0.0939 loss_giou_2: 0.335 loss_class_3: 0.2093 loss_bbox_3: 0.09248 loss_giou_3: 0.3331 loss_class_4: 0.2061 loss_bbox_4: 0.09228 loss_giou_4: 0.3328 loss_class_enc: 0.2423 loss_bbox_enc: 0.1104 loss_giou_enc: 0.3734 loss_class_dn: 0.02475 loss_bbox_dn: 0.1053 loss_giou_dn: 0.2967 loss_class_dn_0: 0.07401 loss_bbox_dn_0: 0.1855 loss_giou_dn_0: 0.4394 loss_class_dn_1: 0.04571 loss_bbox_dn_1: 0.1286 loss_giou_dn_1: 0.3378 loss_class_dn_2: 0.03367 loss_bbox_dn_2: 0.1105 loss_giou_dn_2: 0.3055 loss_class_dn_3: 0.02896 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.298 loss_class_dn_4: 0.02547 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2967 time: 1.1202 data_time: 0.0966 lr: 1e-05 max_mem: 43695M [05/21 21:41:33 d2.utils.events]: eta: 17:59:57 iter: 166299 total_loss: 7.651 loss_class: 0.2046 loss_bbox: 0.09362 loss_giou: 0.3293 loss_class_0: 0.23 loss_bbox_0: 0.1064 loss_giou_0: 0.3467 loss_class_1: 0.2186 loss_bbox_1: 0.09927 loss_giou_1: 0.3368 loss_class_2: 0.2131 loss_bbox_2: 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loss_giou_2: 0.3351 loss_class_3: 0.2025 loss_bbox_3: 0.08947 loss_giou_3: 0.3328 loss_class_4: 0.1996 loss_bbox_4: 0.08927 loss_giou_4: 0.3315 loss_class_enc: 0.2379 loss_bbox_enc: 0.1068 loss_giou_enc: 0.3654 loss_class_dn: 0.02655 loss_bbox_dn: 0.1053 loss_giou_dn: 0.2948 loss_class_dn_0: 0.07473 loss_bbox_dn_0: 0.179 loss_giou_dn_0: 0.4319 loss_class_dn_1: 0.04491 loss_bbox_dn_1: 0.1225 loss_giou_dn_1: 0.3332 loss_class_dn_2: 0.03402 loss_bbox_dn_2: 0.1098 loss_giou_dn_2: 0.3029 loss_class_dn_3: 0.02926 loss_bbox_dn_3: 0.1063 loss_giou_dn_3: 0.2971 loss_class_dn_4: 0.02737 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2948 time: 1.1202 data_time: 0.0988 lr: 1e-05 max_mem: 43695M [05/21 21:43:27 d2.utils.events]: eta: 17:59:48 iter: 166399 total_loss: 7.604 loss_class: 0.2029 loss_bbox: 0.09199 loss_giou: 0.3343 loss_class_0: 0.227 loss_bbox_0: 0.1025 loss_giou_0: 0.3542 loss_class_1: 0.2148 loss_bbox_1: 0.09725 loss_giou_1: 0.3456 loss_class_2: 0.2106 loss_bbox_2: 0.09404 loss_giou_2: 0.3379 loss_class_3: 0.2093 loss_bbox_3: 0.09265 loss_giou_3: 0.3354 loss_class_4: 0.2043 loss_bbox_4: 0.0925 loss_giou_4: 0.3351 loss_class_enc: 0.2415 loss_bbox_enc: 0.109 loss_giou_enc: 0.3665 loss_class_dn: 0.02986 loss_bbox_dn: 0.1117 loss_giou_dn: 0.2963 loss_class_dn_0: 0.08133 loss_bbox_dn_0: 0.185 loss_giou_dn_0: 0.4362 loss_class_dn_1: 0.05098 loss_bbox_dn_1: 0.1311 loss_giou_dn_1: 0.3352 loss_class_dn_2: 0.04011 loss_bbox_dn_2: 0.1156 loss_giou_dn_2: 0.3045 loss_class_dn_3: 0.0348 loss_bbox_dn_3: 0.1122 loss_giou_dn_3: 0.2976 loss_class_dn_4: 0.03055 loss_bbox_dn_4: 0.1118 loss_giou_dn_4: 0.2961 time: 1.1202 data_time: 0.1032 lr: 1e-05 max_mem: 43695M [05/21 21:44:23 d2.utils.events]: eta: 17:58:26 iter: 166449 total_loss: 7.574 loss_class: 0.2053 loss_bbox: 0.09526 loss_giou: 0.3363 loss_class_0: 0.2277 loss_bbox_0: 0.104 loss_giou_0: 0.3565 loss_class_1: 0.2186 loss_bbox_1: 0.09997 loss_giou_1: 0.348 loss_class_2: 0.2129 loss_bbox_2: 0.09746 loss_giou_2: 0.3425 loss_class_3: 0.2098 loss_bbox_3: 0.09575 loss_giou_3: 0.3371 loss_class_4: 0.2062 loss_bbox_4: 0.09553 loss_giou_4: 0.3361 loss_class_enc: 0.2467 loss_bbox_enc: 0.1114 loss_giou_enc: 0.3728 loss_class_dn: 0.02772 loss_bbox_dn: 0.1101 loss_giou_dn: 0.2972 loss_class_dn_0: 0.07827 loss_bbox_dn_0: 0.1846 loss_giou_dn_0: 0.4373 loss_class_dn_1: 0.04832 loss_bbox_dn_1: 0.1311 loss_giou_dn_1: 0.3366 loss_class_dn_2: 0.03657 loss_bbox_dn_2: 0.1142 loss_giou_dn_2: 0.3057 loss_class_dn_3: 0.03203 loss_bbox_dn_3: 0.1112 loss_giou_dn_3: 0.2993 loss_class_dn_4: 0.02868 loss_bbox_dn_4: 0.1101 loss_giou_dn_4: 0.2973 time: 1.1202 data_time: 0.0987 lr: 1e-05 max_mem: 43695M [05/21 21:45:21 d2.utils.events]: eta: 17:57:38 iter: 166499 total_loss: 7.514 loss_class: 0.1983 loss_bbox: 0.08972 loss_giou: 0.3407 loss_class_0: 0.2241 loss_bbox_0: 0.09816 loss_giou_0: 0.3579 loss_class_1: 0.211 loss_bbox_1: 0.09442 loss_giou_1: 0.3488 loss_class_2: 0.2061 loss_bbox_2: 0.09199 loss_giou_2: 0.3447 loss_class_3: 0.2006 loss_bbox_3: 0.09053 loss_giou_3: 0.3435 loss_class_4: 0.1996 loss_bbox_4: 0.08984 loss_giou_4: 0.3403 loss_class_enc: 0.2406 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3717 loss_class_dn: 0.02608 loss_bbox_dn: 0.1025 loss_giou_dn: 0.2958 loss_class_dn_0: 0.07656 loss_bbox_dn_0: 0.1733 loss_giou_dn_0: 0.4415 loss_class_dn_1: 0.04757 loss_bbox_dn_1: 0.1222 loss_giou_dn_1: 0.3374 loss_class_dn_2: 0.03636 loss_bbox_dn_2: 0.1069 loss_giou_dn_2: 0.3061 loss_class_dn_3: 0.031 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.2979 loss_class_dn_4: 0.02721 loss_bbox_dn_4: 0.1025 loss_giou_dn_4: 0.2958 time: 1.1202 data_time: 0.1011 lr: 1e-05 max_mem: 43695M [05/21 21:46:18 d2.utils.events]: eta: 17:57:11 iter: 166549 total_loss: 7.704 loss_class: 0.2085 loss_bbox: 0.0938 loss_giou: 0.3344 loss_class_0: 0.2307 loss_bbox_0: 0.1046 loss_giou_0: 0.3577 loss_class_1: 0.2182 loss_bbox_1: 0.09799 loss_giou_1: 0.3443 loss_class_2: 0.2139 loss_bbox_2: 0.09571 loss_giou_2: 0.342 loss_class_3: 0.2123 loss_bbox_3: 0.09388 loss_giou_3: 0.3358 loss_class_4: 0.2101 loss_bbox_4: 0.0938 loss_giou_4: 0.3339 loss_class_enc: 0.2468 loss_bbox_enc: 0.1072 loss_giou_enc: 0.37 loss_class_dn: 0.02931 loss_bbox_dn: 0.1098 loss_giou_dn: 0.2953 loss_class_dn_0: 0.0804 loss_bbox_dn_0: 0.1836 loss_giou_dn_0: 0.4365 loss_class_dn_1: 0.05198 loss_bbox_dn_1: 0.1269 loss_giou_dn_1: 0.3319 loss_class_dn_2: 0.03917 loss_bbox_dn_2: 0.1141 loss_giou_dn_2: 0.3036 loss_class_dn_3: 0.03303 loss_bbox_dn_3: 0.1104 loss_giou_dn_3: 0.2962 loss_class_dn_4: 0.03077 loss_bbox_dn_4: 0.1098 loss_giou_dn_4: 0.2948 time: 1.1202 data_time: 0.1014 lr: 1e-05 max_mem: 43695M [05/21 21:47:16 d2.utils.events]: eta: 17:57:51 iter: 166599 total_loss: 7.45 loss_class: 0.1976 loss_bbox: 0.08851 loss_giou: 0.3339 loss_class_0: 0.2256 loss_bbox_0: 0.09712 loss_giou_0: 0.3567 loss_class_1: 0.2123 loss_bbox_1: 0.0935 loss_giou_1: 0.343 loss_class_2: 0.2088 loss_bbox_2: 0.09072 loss_giou_2: 0.3364 loss_class_3: 0.2046 loss_bbox_3: 0.08901 loss_giou_3: 0.3338 loss_class_4: 0.1988 loss_bbox_4: 0.0892 loss_giou_4: 0.3337 loss_class_enc: 0.2391 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3701 loss_class_dn: 0.02584 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2974 loss_class_dn_0: 0.07598 loss_bbox_dn_0: 0.1789 loss_giou_dn_0: 0.4414 loss_class_dn_1: 0.04638 loss_bbox_dn_1: 0.1249 loss_giou_dn_1: 0.3368 loss_class_dn_2: 0.03463 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.3085 loss_class_dn_3: 0.02986 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2993 loss_class_dn_4: 0.02714 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2972 time: 1.1202 data_time: 0.0956 lr: 1e-05 max_mem: 43695M [05/21 21:48:12 d2.utils.events]: eta: 17:57:04 iter: 166649 total_loss: 7.548 loss_class: 0.2056 loss_bbox: 0.09208 loss_giou: 0.3312 loss_class_0: 0.2276 loss_bbox_0: 0.1011 loss_giou_0: 0.3531 loss_class_1: 0.2174 loss_bbox_1: 0.09578 loss_giou_1: 0.342 loss_class_2: 0.2117 loss_bbox_2: 0.09317 loss_giou_2: 0.3351 loss_class_3: 0.21 loss_bbox_3: 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max_mem: 43695M [05/21 22:40:30 d2.utils.events]: eta: 17:07:46 iter: 169399 total_loss: 7.469 loss_class: 0.2022 loss_bbox: 0.09153 loss_giou: 0.3219 loss_class_0: 0.223 loss_bbox_0: 0.1011 loss_giou_0: 0.3432 loss_class_1: 0.2144 loss_bbox_1: 0.09552 loss_giou_1: 0.334 loss_class_2: 0.2078 loss_bbox_2: 0.09302 loss_giou_2: 0.3252 loss_class_3: 0.2061 loss_bbox_3: 0.0914 loss_giou_3: 0.3236 loss_class_4: 0.203 loss_bbox_4: 0.09174 loss_giou_4: 0.3224 loss_class_enc: 0.2416 loss_bbox_enc: 0.1096 loss_giou_enc: 0.3609 loss_class_dn: 0.02734 loss_bbox_dn: 0.1076 loss_giou_dn: 0.2839 loss_class_dn_0: 0.07691 loss_bbox_dn_0: 0.1815 loss_giou_dn_0: 0.4236 loss_class_dn_1: 0.04943 loss_bbox_dn_1: 0.128 loss_giou_dn_1: 0.3212 loss_class_dn_2: 0.03647 loss_bbox_dn_2: 0.1125 loss_giou_dn_2: 0.2943 loss_class_dn_3: 0.03201 loss_bbox_dn_3: 0.1088 loss_giou_dn_3: 0.2861 loss_class_dn_4: 0.02846 loss_bbox_dn_4: 0.1076 loss_giou_dn_4: 0.2841 time: 1.1204 data_time: 0.0957 lr: 1e-05 max_mem: 43695M [05/21 22:41:26 d2.utils.events]: eta: 17:05:25 iter: 169449 total_loss: 7.602 loss_class: 0.2008 loss_bbox: 0.09034 loss_giou: 0.3465 loss_class_0: 0.2235 loss_bbox_0: 0.1004 loss_giou_0: 0.3644 loss_class_1: 0.2131 loss_bbox_1: 0.09539 loss_giou_1: 0.3542 loss_class_2: 0.2083 loss_bbox_2: 0.09174 loss_giou_2: 0.3491 loss_class_3: 0.2053 loss_bbox_3: 0.0907 loss_giou_3: 0.3476 loss_class_4: 0.2018 loss_bbox_4: 0.0903 loss_giou_4: 0.347 loss_class_enc: 0.2395 loss_bbox_enc: 0.107 loss_giou_enc: 0.3797 loss_class_dn: 0.02738 loss_bbox_dn: 0.1014 loss_giou_dn: 0.2981 loss_class_dn_0: 0.07805 loss_bbox_dn_0: 0.1772 loss_giou_dn_0: 0.4451 loss_class_dn_1: 0.04799 loss_bbox_dn_1: 0.1239 loss_giou_dn_1: 0.3397 loss_class_dn_2: 0.03737 loss_bbox_dn_2: 0.1069 loss_giou_dn_2: 0.3074 loss_class_dn_3: 0.03202 loss_bbox_dn_3: 0.1023 loss_giou_dn_3: 0.2999 loss_class_dn_4: 0.0285 loss_bbox_dn_4: 0.1014 loss_giou_dn_4: 0.2979 time: 1.1204 data_time: 0.1052 lr: 1e-05 max_mem: 43695M [05/21 22:42:24 d2.utils.events]: eta: 17:04:06 iter: 169499 total_loss: 7.495 loss_class: 0.2032 loss_bbox: 0.0878 loss_giou: 0.3363 loss_class_0: 0.2244 loss_bbox_0: 0.09832 loss_giou_0: 0.3552 loss_class_1: 0.2168 loss_bbox_1: 0.09297 loss_giou_1: 0.3437 loss_class_2: 0.2117 loss_bbox_2: 0.08897 loss_giou_2: 0.3387 loss_class_3: 0.2094 loss_bbox_3: 0.08866 loss_giou_3: 0.3374 loss_class_4: 0.2059 loss_bbox_4: 0.08809 loss_giou_4: 0.3359 loss_class_enc: 0.2421 loss_bbox_enc: 0.1065 loss_giou_enc: 0.3685 loss_class_dn: 0.0275 loss_bbox_dn: 0.09806 loss_giou_dn: 0.2953 loss_class_dn_0: 0.07672 loss_bbox_dn_0: 0.1729 loss_giou_dn_0: 0.4321 loss_class_dn_1: 0.04689 loss_bbox_dn_1: 0.1173 loss_giou_dn_1: 0.3346 loss_class_dn_2: 0.03553 loss_bbox_dn_2: 0.1021 loss_giou_dn_2: 0.3051 loss_class_dn_3: 0.03085 loss_bbox_dn_3: 0.09858 loss_giou_dn_3: 0.2975 loss_class_dn_4: 0.02814 loss_bbox_dn_4: 0.09798 loss_giou_dn_4: 0.2954 time: 1.1204 data_time: 0.1012 lr: 1e-05 max_mem: 43695M [05/21 22:43:20 d2.utils.events]: eta: 17:02:51 iter: 169549 total_loss: 7.633 loss_class: 0.2098 loss_bbox: 0.09241 loss_giou: 0.3294 loss_class_0: 0.2344 loss_bbox_0: 0.1031 loss_giou_0: 0.3509 loss_class_1: 0.2235 loss_bbox_1: 0.09814 loss_giou_1: 0.3406 loss_class_2: 0.2176 loss_bbox_2: 0.09582 loss_giou_2: 0.3333 loss_class_3: 0.2159 loss_bbox_3: 0.09474 loss_giou_3: 0.3309 loss_class_4: 0.2127 loss_bbox_4: 0.09274 loss_giou_4: 0.3288 loss_class_enc: 0.2501 loss_bbox_enc: 0.1114 loss_giou_enc: 0.3666 loss_class_dn: 0.02998 loss_bbox_dn: 0.1089 loss_giou_dn: 0.3026 loss_class_dn_0: 0.08398 loss_bbox_dn_0: 0.1856 loss_giou_dn_0: 0.4464 loss_class_dn_1: 0.05247 loss_bbox_dn_1: 0.1297 loss_giou_dn_1: 0.344 loss_class_dn_2: 0.03975 loss_bbox_dn_2: 0.1132 loss_giou_dn_2: 0.3139 loss_class_dn_3: 0.03383 loss_bbox_dn_3: 0.1105 loss_giou_dn_3: 0.3056 loss_class_dn_4: 0.03105 loss_bbox_dn_4: 0.1088 loss_giou_dn_4: 0.3024 time: 1.1204 data_time: 0.1062 lr: 1e-05 max_mem: 43695M [05/21 22:44:17 d2.utils.events]: eta: 17:01:59 iter: 169599 total_loss: 7.635 loss_class: 0.2058 loss_bbox: 0.09404 loss_giou: 0.3327 loss_class_0: 0.2311 loss_bbox_0: 0.1028 loss_giou_0: 0.3478 loss_class_1: 0.2178 loss_bbox_1: 0.1006 loss_giou_1: 0.3385 loss_class_2: 0.2127 loss_bbox_2: 0.0958 loss_giou_2: 0.3338 loss_class_3: 0.2101 loss_bbox_3: 0.09412 loss_giou_3: 0.3322 loss_class_4: 0.2082 loss_bbox_4: 0.09432 loss_giou_4: 0.3327 loss_class_enc: 0.2434 loss_bbox_enc: 0.1111 loss_giou_enc: 0.3613 loss_class_dn: 0.02945 loss_bbox_dn: 0.1068 loss_giou_dn: 0.2924 loss_class_dn_0: 0.08199 loss_bbox_dn_0: 0.1873 loss_giou_dn_0: 0.4364 loss_class_dn_1: 0.05181 loss_bbox_dn_1: 0.129 loss_giou_dn_1: 0.3326 loss_class_dn_2: 0.0395 loss_bbox_dn_2: 0.1125 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.03409 loss_bbox_dn_3: 0.108 loss_giou_dn_3: 0.2943 loss_class_dn_4: 0.03079 loss_bbox_dn_4: 0.1067 loss_giou_dn_4: 0.2924 time: 1.1204 data_time: 0.1108 lr: 1e-05 max_mem: 43695M [05/21 22:45:14 d2.utils.events]: eta: 17:01:02 iter: 169649 total_loss: 7.506 loss_class: 0.2045 loss_bbox: 0.09197 loss_giou: 0.3343 loss_class_0: 0.2269 loss_bbox_0: 0.1009 loss_giou_0: 0.3553 loss_class_1: 0.2173 loss_bbox_1: 0.09752 loss_giou_1: 0.3462 loss_class_2: 0.2107 loss_bbox_2: 0.0941 loss_giou_2: 0.3407 loss_class_3: 0.2081 loss_bbox_3: 0.09089 loss_giou_3: 0.3373 loss_class_4: 0.2052 loss_bbox_4: 0.09198 loss_giou_4: 0.3351 loss_class_enc: 0.2461 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3689 loss_class_dn: 0.02683 loss_bbox_dn: 0.106 loss_giou_dn: 0.2943 loss_class_dn_0: 0.07664 loss_bbox_dn_0: 0.1829 loss_giou_dn_0: 0.4327 loss_class_dn_1: 0.04776 loss_bbox_dn_1: 0.1267 loss_giou_dn_1: 0.3293 loss_class_dn_2: 0.03519 loss_bbox_dn_2: 0.1106 loss_giou_dn_2: 0.3014 loss_class_dn_3: 0.0303 loss_bbox_dn_3: 0.107 loss_giou_dn_3: 0.2953 loss_class_dn_4: 0.02764 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.2939 time: 1.1204 data_time: 0.0983 lr: 1e-05 max_mem: 43695M [05/21 22:46:11 d2.utils.events]: eta: 16:59:28 iter: 169699 total_loss: 7.494 loss_class: 0.2009 loss_bbox: 0.09183 loss_giou: 0.3279 loss_class_0: 0.2267 loss_bbox_0: 0.09943 loss_giou_0: 0.3478 loss_class_1: 0.2144 loss_bbox_1: 0.09482 loss_giou_1: 0.3363 loss_class_2: 0.2092 loss_bbox_2: 0.09361 loss_giou_2: 0.334 loss_class_3: 0.206 loss_bbox_3: 0.09249 loss_giou_3: 0.3293 loss_class_4: 0.2018 loss_bbox_4: 0.09173 loss_giou_4: 0.3283 loss_class_enc: 0.2406 loss_bbox_enc: 0.1065 loss_giou_enc: 0.3657 loss_class_dn: 0.02698 loss_bbox_dn: 0.1042 loss_giou_dn: 0.2957 loss_class_dn_0: 0.07698 loss_bbox_dn_0: 0.177 loss_giou_dn_0: 0.4325 loss_class_dn_1: 0.04799 loss_bbox_dn_1: 0.1223 loss_giou_dn_1: 0.3345 loss_class_dn_2: 0.03586 loss_bbox_dn_2: 0.1077 loss_giou_dn_2: 0.3046 loss_class_dn_3: 0.0307 loss_bbox_dn_3: 0.1054 loss_giou_dn_3: 0.2976 loss_class_dn_4: 0.02754 loss_bbox_dn_4: 0.1044 loss_giou_dn_4: 0.2958 time: 1.1204 data_time: 0.1010 lr: 1e-05 max_mem: 43695M [05/21 22:47:09 d2.utils.events]: eta: 16:59:16 iter: 169749 total_loss: 7.547 loss_class: 0.2031 loss_bbox: 0.09016 loss_giou: 0.3272 loss_class_0: 0.2266 loss_bbox_0: 0.1005 loss_giou_0: 0.348 loss_class_1: 0.2165 loss_bbox_1: 0.09447 loss_giou_1: 0.336 loss_class_2: 0.2106 loss_bbox_2: 0.0914 loss_giou_2: 0.3329 loss_class_3: 0.208 loss_bbox_3: 0.09113 loss_giou_3: 0.3296 loss_class_4: 0.2044 loss_bbox_4: 0.0902 loss_giou_4: 0.3283 loss_class_enc: 0.2442 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3655 loss_class_dn: 0.02871 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2964 loss_class_dn_0: 0.07971 loss_bbox_dn_0: 0.1795 loss_giou_dn_0: 0.4347 loss_class_dn_1: 0.05054 loss_bbox_dn_1: 0.1235 loss_giou_dn_1: 0.3345 loss_class_dn_2: 0.03821 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.305 loss_class_dn_3: 0.0332 loss_bbox_dn_3: 0.1052 loss_giou_dn_3: 0.2976 loss_class_dn_4: 0.02988 loss_bbox_dn_4: 0.1041 loss_giou_dn_4: 0.2962 time: 1.1204 data_time: 0.1034 lr: 1e-05 max_mem: 43695M [05/21 22:48:05 d2.utils.events]: eta: 16:58:18 iter: 169799 total_loss: 7.522 loss_class: 0.2014 loss_bbox: 0.08803 loss_giou: 0.3286 loss_class_0: 0.226 loss_bbox_0: 0.09956 loss_giou_0: 0.3483 loss_class_1: 0.2151 loss_bbox_1: 0.09476 loss_giou_1: 0.3373 loss_class_2: 0.2088 loss_bbox_2: 0.09095 loss_giou_2: 0.3335 loss_class_3: 0.2059 loss_bbox_3: 0.0897 loss_giou_3: 0.3306 loss_class_4: 0.2036 loss_bbox_4: 0.08834 loss_giou_4: 0.3285 loss_class_enc: 0.2447 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3659 loss_class_dn: 0.02717 loss_bbox_dn: 0.1061 loss_giou_dn: 0.2936 loss_class_dn_0: 0.0791 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4404 loss_class_dn_1: 0.04861 loss_bbox_dn_1: 0.1287 loss_giou_dn_1: 0.336 loss_class_dn_2: 0.03641 loss_bbox_dn_2: 0.1108 loss_giou_dn_2: 0.3038 loss_class_dn_3: 0.0307 loss_bbox_dn_3: 0.107 loss_giou_dn_3: 0.2964 loss_class_dn_4: 0.02843 loss_bbox_dn_4: 0.1061 loss_giou_dn_4: 0.2936 time: 1.1204 data_time: 0.1000 lr: 1e-05 max_mem: 43695M [05/21 22:49:02 d2.utils.events]: eta: 16:57:01 iter: 169849 total_loss: 7.624 loss_class: 0.2027 loss_bbox: 0.09144 loss_giou: 0.3358 loss_class_0: 0.2257 loss_bbox_0: 0.1007 loss_giou_0: 0.3519 loss_class_1: 0.2165 loss_bbox_1: 0.0964 loss_giou_1: 0.3433 loss_class_2: 0.2103 loss_bbox_2: 0.09402 loss_giou_2: 0.338 loss_class_3: 0.2067 loss_bbox_3: 0.09228 loss_giou_3: 0.3358 loss_class_4: 0.2038 loss_bbox_4: 0.09188 loss_giou_4: 0.3361 loss_class_enc: 0.2449 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3681 loss_class_dn: 0.02639 loss_bbox_dn: 0.1056 loss_giou_dn: 0.2935 loss_class_dn_0: 0.07828 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4376 loss_class_dn_1: 0.04664 loss_bbox_dn_1: 0.1283 loss_giou_dn_1: 0.3346 loss_class_dn_2: 0.03466 loss_bbox_dn_2: 0.1105 loss_giou_dn_2: 0.303 loss_class_dn_3: 0.0299 loss_bbox_dn_3: 0.1071 loss_giou_dn_3: 0.296 loss_class_dn_4: 0.02718 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.2936 time: 1.1205 data_time: 0.1037 lr: 1e-05 max_mem: 43695M [05/21 22:49:58 d2.utils.events]: eta: 16:55:08 iter: 169899 total_loss: 7.665 loss_class: 0.2031 loss_bbox: 0.09463 loss_giou: 0.3417 loss_class_0: 0.2261 loss_bbox_0: 0.1051 loss_giou_0: 0.3641 loss_class_1: 0.2163 loss_bbox_1: 0.09911 loss_giou_1: 0.3518 loss_class_2: 0.2102 loss_bbox_2: 0.09691 loss_giou_2: 0.3458 loss_class_3: 0.2067 loss_bbox_3: 0.09563 loss_giou_3: 0.3428 loss_class_4: 0.2046 loss_bbox_4: 0.09517 loss_giou_4: 0.3418 loss_class_enc: 0.2441 loss_bbox_enc: 0.1119 loss_giou_enc: 0.3804 loss_class_dn: 0.02901 loss_bbox_dn: 0.1059 loss_giou_dn: 0.3016 loss_class_dn_0: 0.0816 loss_bbox_dn_0: 0.1851 loss_giou_dn_0: 0.4469 loss_class_dn_1: 0.05007 loss_bbox_dn_1: 0.126 loss_giou_dn_1: 0.3405 loss_class_dn_2: 0.0389 loss_bbox_dn_2: 0.1104 loss_giou_dn_2: 0.3101 loss_class_dn_3: 0.03381 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.302 loss_class_dn_4: 0.0309 loss_bbox_dn_4: 0.1059 loss_giou_dn_4: 0.3009 time: 1.1205 data_time: 0.0955 lr: 1e-05 max_mem: 43695M [05/21 22:50:55 d2.utils.events]: eta: 16:54:24 iter: 169949 total_loss: 7.649 loss_class: 0.2063 loss_bbox: 0.0938 loss_giou: 0.3344 loss_class_0: 0.2299 loss_bbox_0: 0.1036 loss_giou_0: 0.3558 loss_class_1: 0.2201 loss_bbox_1: 0.09869 loss_giou_1: 0.3453 loss_class_2: 0.2151 loss_bbox_2: 0.09524 loss_giou_2: 0.338 loss_class_3: 0.2115 loss_bbox_3: 0.09391 loss_giou_3: 0.3352 loss_class_4: 0.2087 loss_bbox_4: 0.09395 loss_giou_4: 0.3352 loss_class_enc: 0.2491 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3724 loss_class_dn: 0.03005 loss_bbox_dn: 0.1068 loss_giou_dn: 0.3013 loss_class_dn_0: 0.07946 loss_bbox_dn_0: 0.1871 loss_giou_dn_0: 0.4441 loss_class_dn_1: 0.0501 loss_bbox_dn_1: 0.1293 loss_giou_dn_1: 0.3408 loss_class_dn_2: 0.03854 loss_bbox_dn_2: 0.1138 loss_giou_dn_2: 0.3107 loss_class_dn_3: 0.03393 loss_bbox_dn_3: 0.1081 loss_giou_dn_3: 0.3032 loss_class_dn_4: 0.03114 loss_bbox_dn_4: 0.1068 loss_giou_dn_4: 0.3015 time: 1.1205 data_time: 0.1026 lr: 1e-05 max_mem: 43695M [05/21 22:51:53 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0169999.pth [05/21 22:52:10 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/21 22:52:27 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/21 22:52:30 d2.data.common]: Serialized dataset takes 894.47 MiB [05/21 22:52:32 d2.evaluation.evaluator]: Start inference on 313 batches [05/21 22:53:32 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0041 s/iter. Inference: 0.0638 s/iter. Eval: 0.0003 s/iter. Total: 0.0682 s/iter. ETA=0:00:20 [05/21 22:53:37 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0050 s/iter. Inference: 0.0653 s/iter. Eval: 0.0003 s/iter. Total: 0.0707 s/iter. ETA=0:00:16 [05/21 22:53:42 d2.evaluation.evaluator]: Inference done 142/313. Dataloading: 0.0050 s/iter. Inference: 0.0709 s/iter. Eval: 0.0003 s/iter. Total: 0.0763 s/iter. ETA=0:00:13 [05/21 22:53:47 d2.evaluation.evaluator]: Inference done 213/313. Dataloading: 0.0050 s/iter. Inference: 0.0690 s/iter. Eval: 0.0003 s/iter. Total: 0.0744 s/iter. ETA=0:00:07 [05/21 22:53:52 d2.evaluation.evaluator]: Inference done 285/313. Dataloading: 0.0050 s/iter. Inference: 0.0676 s/iter. Eval: 0.0003 s/iter. Total: 0.0732 s/iter. ETA=0:00:02 [05/21 22:53:55 d2.evaluation.evaluator]: Total inference time: 0:00:23.052405 (0.074845 s / iter per device, on 16 devices) [05/21 22:53:55 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.067304 s / iter per device, on 16 devices) [05/21 22:54:11 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/21 22:54:11 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/21 22:54:23 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=7.97s) creating index... index created! [05/21 22:54:32 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/21 22:54:54 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.55 seconds. [05/21 22:54:54 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/21 22:54:57 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.08 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.522 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.778 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 [05/21 22:54:57 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.122 | 65.840 | 53.505 | 36.488 | 52.233 | 61.810 | [05/21 22:54:57 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.161 | bicycle | 39.943 | car | 52.057 | | motorcycle | 48.989 | airplane | 78.961 | bus | 75.351 | | train | 75.955 | truck | 37.296 | boat | 35.608 | | traffic light | 32.564 | fire hydrant | 74.752 | stop sign | 61.188 | | parking meter | 19.395 | bench | 35.533 | bird | 46.299 | | cat | 78.834 | dog | 75.977 | horse | 68.884 | | sheep | 53.412 | cow | 68.296 | elephant | 74.763 | | bear | 78.822 | zebra | 74.057 | giraffe | 76.050 | | backpack | 22.198 | umbrella | 45.447 | handbag | 20.280 | | tie | 46.654 | suitcase | 44.840 | frisbee | 75.956 | | skis | 32.370 | snowboard | 51.235 | sports ball | 43.981 | | kite | 43.816 | baseball bat | 46.312 | baseball glove | 50.164 | | skateboard | 61.575 | surfboard | 51.014 | tennis racket | 57.584 | | bottle | 45.962 | wine glass | 50.269 | cup | 57.248 | | fork | 53.813 | knife | 31.825 | spoon | 30.917 | | bowl | 52.176 | banana | 25.117 | apple | 23.223 | | sandwich | 39.152 | orange | 31.301 | broccoli | 22.269 | | carrot | 19.551 | hot dog | 41.705 | pizza | 63.257 | | donut | 50.810 | cake | 50.507 | chair | 38.040 | | couch | 48.774 | potted plant | 31.982 | bed | 45.500 | | dining table | 30.375 | toilet | 64.306 | tv | 63.788 | | laptop | 76.052 | mouse | 69.330 | remote | 32.640 | | keyboard | 53.429 | cell phone | 48.954 | microwave | 70.695 | | oven | 16.927 | toaster | 49.702 | sink | 38.982 | | refrigerator | 67.245 | book | 14.969 | clock | 48.385 | | vase | 33.599 | scissors | 43.854 | teddy bear | 59.054 | | hair drier | 29.932 | toothbrush | 44.554 | | | [05/21 22:54:59 d2.evaluation.testing]: copypaste: Task: bbox [05/21 22:54:59 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/21 22:54:59 d2.evaluation.testing]: copypaste: 49.1218,65.8403,53.5050,36.4877,52.2327,61.8096 [05/21 22:54:59 d2.utils.events]: eta: 16:54:31 iter: 169999 total_loss: 7.532 loss_class: 0.2001 loss_bbox: 0.0893 loss_giou: 0.3361 loss_class_0: 0.2275 loss_bbox_0: 0.09775 loss_giou_0: 0.3534 loss_class_1: 0.2142 loss_bbox_1: 0.09529 loss_giou_1: 0.3442 loss_class_2: 0.2077 loss_bbox_2: 0.09168 loss_giou_2: 0.3394 loss_class_3: 0.2051 loss_bbox_3: 0.08941 loss_giou_3: 0.3369 loss_class_4: 0.2015 loss_bbox_4: 0.08905 loss_giou_4: 0.3371 loss_class_enc: 0.2435 loss_bbox_enc: 0.1047 loss_giou_enc: 0.3703 loss_class_dn: 0.02791 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2948 loss_class_dn_0: 0.07792 loss_bbox_dn_0: 0.1759 loss_giou_dn_0: 0.4379 loss_class_dn_1: 0.04836 loss_bbox_dn_1: 0.1247 loss_giou_dn_1: 0.3355 loss_class_dn_2: 0.03574 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.3042 loss_class_dn_3: 0.03168 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.297 loss_class_dn_4: 0.02903 loss_bbox_dn_4: 0.1041 loss_giou_dn_4: 0.2949 time: 1.1205 data_time: 0.1041 lr: 1e-05 max_mem: 43695M [05/21 22:55:55 d2.utils.events]: eta: 16:53:19 iter: 170049 total_loss: 7.438 loss_class: 0.1998 loss_bbox: 0.09207 loss_giou: 0.3269 loss_class_0: 0.225 loss_bbox_0: 0.1027 loss_giou_0: 0.3432 loss_class_1: 0.2135 loss_bbox_1: 0.09738 loss_giou_1: 0.3356 loss_class_2: 0.2089 loss_bbox_2: 0.09446 loss_giou_2: 0.331 loss_class_3: 0.2051 loss_bbox_3: 0.09245 loss_giou_3: 0.3289 loss_class_4: 0.202 loss_bbox_4: 0.09228 loss_giou_4: 0.3272 loss_class_enc: 0.2417 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3592 loss_class_dn: 0.02817 loss_bbox_dn: 0.1038 loss_giou_dn: 0.2818 loss_class_dn_0: 0.08004 loss_bbox_dn_0: 0.178 loss_giou_dn_0: 0.4291 loss_class_dn_1: 0.04976 loss_bbox_dn_1: 0.1217 loss_giou_dn_1: 0.3206 loss_class_dn_2: 0.03738 loss_bbox_dn_2: 0.1079 loss_giou_dn_2: 0.2903 loss_class_dn_3: 0.03249 loss_bbox_dn_3: 0.1048 loss_giou_dn_3: 0.2832 loss_class_dn_4: 0.02883 loss_bbox_dn_4: 0.1038 loss_giou_dn_4: 0.2816 time: 1.1205 data_time: 0.0970 lr: 1e-05 max_mem: 43695M [05/21 22:56:52 d2.utils.events]: eta: 16:52:46 iter: 170099 total_loss: 7.612 loss_class: 0.2025 loss_bbox: 0.09181 loss_giou: 0.3394 loss_class_0: 0.2253 loss_bbox_0: 0.1026 loss_giou_0: 0.356 loss_class_1: 0.2154 loss_bbox_1: 0.09515 loss_giou_1: 0.3469 loss_class_2: 0.2097 loss_bbox_2: 0.0932 loss_giou_2: 0.3412 loss_class_3: 0.2073 loss_bbox_3: 0.09195 loss_giou_3: 0.3409 loss_class_4: 0.2043 loss_bbox_4: 0.09163 loss_giou_4: 0.3394 loss_class_enc: 0.2426 loss_bbox_enc: 0.1098 loss_giou_enc: 0.3737 loss_class_dn: 0.02916 loss_bbox_dn: 0.1051 loss_giou_dn: 0.2999 loss_class_dn_0: 0.07869 loss_bbox_dn_0: 0.1805 loss_giou_dn_0: 0.4405 loss_class_dn_1: 0.04932 loss_bbox_dn_1: 0.1259 loss_giou_dn_1: 0.3436 loss_class_dn_2: 0.03789 loss_bbox_dn_2: 0.1097 loss_giou_dn_2: 0.3102 loss_class_dn_3: 0.0336 loss_bbox_dn_3: 0.1065 loss_giou_dn_3: 0.3015 loss_class_dn_4: 0.02989 loss_bbox_dn_4: 0.1052 loss_giou_dn_4: 0.2998 time: 1.1205 data_time: 0.0946 lr: 1e-05 max_mem: 43695M [05/21 22:57:48 d2.utils.events]: eta: 16:50:43 iter: 170149 total_loss: 7.493 loss_class: 0.2031 loss_bbox: 0.09215 loss_giou: 0.3258 loss_class_0: 0.2246 loss_bbox_0: 0.1026 loss_giou_0: 0.3463 loss_class_1: 0.2154 loss_bbox_1: 0.09645 loss_giou_1: 0.3386 loss_class_2: 0.2108 loss_bbox_2: 0.09401 loss_giou_2: 0.3301 loss_class_3: 0.2067 loss_bbox_3: 0.0918 loss_giou_3: 0.3283 loss_class_4: 0.2045 loss_bbox_4: 0.09208 loss_giou_4: 0.3256 loss_class_enc: 0.2404 loss_bbox_enc: 0.1091 loss_giou_enc: 0.362 loss_class_dn: 0.02822 loss_bbox_dn: 0.1065 loss_giou_dn: 0.2914 loss_class_dn_0: 0.08007 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4339 loss_class_dn_1: 0.04987 loss_bbox_dn_1: 0.1261 loss_giou_dn_1: 0.3297 loss_class_dn_2: 0.03732 loss_bbox_dn_2: 0.1112 loss_giou_dn_2: 0.3003 loss_class_dn_3: 0.03238 loss_bbox_dn_3: 0.1078 loss_giou_dn_3: 0.2929 loss_class_dn_4: 0.02955 loss_bbox_dn_4: 0.1066 loss_giou_dn_4: 0.2914 time: 1.1205 data_time: 0.1002 lr: 1e-05 max_mem: 43695M [05/21 22:58:44 d2.utils.events]: eta: 16:49:38 iter: 170199 total_loss: 7.622 loss_class: 0.203 loss_bbox: 0.09375 loss_giou: 0.331 loss_class_0: 0.2274 loss_bbox_0: 0.1054 loss_giou_0: 0.3529 loss_class_1: 0.2169 loss_bbox_1: 0.09982 loss_giou_1: 0.342 loss_class_2: 0.2121 loss_bbox_2: 0.09505 loss_giou_2: 0.3361 loss_class_3: 0.2095 loss_bbox_3: 0.09359 loss_giou_3: 0.3338 loss_class_4: 0.2043 loss_bbox_4: 0.09343 loss_giou_4: 0.3311 loss_class_enc: 0.2453 loss_bbox_enc: 0.1126 loss_giou_enc: 0.3687 loss_class_dn: 0.02792 loss_bbox_dn: 0.1076 loss_giou_dn: 0.298 loss_class_dn_0: 0.07797 loss_bbox_dn_0: 0.1867 loss_giou_dn_0: 0.4419 loss_class_dn_1: 0.04885 loss_bbox_dn_1: 0.1319 loss_giou_dn_1: 0.3393 loss_class_dn_2: 0.03749 loss_bbox_dn_2: 0.113 loss_giou_dn_2: 0.3079 loss_class_dn_3: 0.03301 loss_bbox_dn_3: 0.109 loss_giou_dn_3: 0.2998 loss_class_dn_4: 0.02856 loss_bbox_dn_4: 0.1076 loss_giou_dn_4: 0.2979 time: 1.1205 data_time: 0.1025 lr: 1e-05 max_mem: 43695M [05/21 22:59:40 d2.utils.events]: eta: 16:48:08 iter: 170249 total_loss: 7.624 loss_class: 0.2075 loss_bbox: 0.09419 loss_giou: 0.3332 loss_class_0: 0.2293 loss_bbox_0: 0.1022 loss_giou_0: 0.3534 loss_class_1: 0.2172 loss_bbox_1: 0.09701 loss_giou_1: 0.3421 loss_class_2: 0.2162 loss_bbox_2: 0.09472 loss_giou_2: 0.3384 loss_class_3: 0.2126 loss_bbox_3: 0.09412 loss_giou_3: 0.3348 loss_class_4: 0.2077 loss_bbox_4: 0.09412 loss_giou_4: 0.3346 loss_class_enc: 0.2465 loss_bbox_enc: 0.1077 loss_giou_enc: 0.3677 loss_class_dn: 0.02587 loss_bbox_dn: 0.1038 loss_giou_dn: 0.2997 loss_class_dn_0: 0.08145 loss_bbox_dn_0: 0.1741 loss_giou_dn_0: 0.4368 loss_class_dn_1: 0.04962 loss_bbox_dn_1: 0.1226 loss_giou_dn_1: 0.3368 loss_class_dn_2: 0.03535 loss_bbox_dn_2: 0.1092 loss_giou_dn_2: 0.3085 loss_class_dn_3: 0.0302 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.3019 loss_class_dn_4: 0.02727 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2997 time: 1.1205 data_time: 0.1014 lr: 1e-05 max_mem: 43695M [05/21 23:00:36 d2.utils.events]: eta: 16:45:53 iter: 170299 total_loss: 7.606 loss_class: 0.2073 loss_bbox: 0.09263 loss_giou: 0.3477 loss_class_0: 0.2315 loss_bbox_0: 0.1006 loss_giou_0: 0.3615 loss_class_1: 0.2215 loss_bbox_1: 0.096 loss_giou_1: 0.353 loss_class_2: 0.2161 loss_bbox_2: 0.09402 loss_giou_2: 0.3513 loss_class_3: 0.2125 loss_bbox_3: 0.09361 loss_giou_3: 0.3479 loss_class_4: 0.2089 loss_bbox_4: 0.09347 loss_giou_4: 0.3477 loss_class_enc: 0.2488 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3757 loss_class_dn: 0.02898 loss_bbox_dn: 0.1026 loss_giou_dn: 0.2991 loss_class_dn_0: 0.08168 loss_bbox_dn_0: 0.1775 loss_giou_dn_0: 0.4374 loss_class_dn_1: 0.05236 loss_bbox_dn_1: 0.1233 loss_giou_dn_1: 0.3376 loss_class_dn_2: 0.0378 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.3084 loss_class_dn_3: 0.03324 loss_bbox_dn_3: 0.1034 loss_giou_dn_3: 0.3007 loss_class_dn_4: 0.02975 loss_bbox_dn_4: 0.1027 loss_giou_dn_4: 0.2991 time: 1.1205 data_time: 0.0994 lr: 1e-05 max_mem: 43695M [05/21 23:01:32 d2.utils.events]: eta: 16:45:48 iter: 170349 total_loss: 7.672 loss_class: 0.2072 loss_bbox: 0.09071 loss_giou: 0.3387 loss_class_0: 0.2276 loss_bbox_0: 0.09958 loss_giou_0: 0.3626 loss_class_1: 0.2189 loss_bbox_1: 0.09446 loss_giou_1: 0.3478 loss_class_2: 0.2144 loss_bbox_2: 0.09228 loss_giou_2: 0.3417 loss_class_3: 0.2119 loss_bbox_3: 0.09087 loss_giou_3: 0.3409 loss_class_4: 0.2083 loss_bbox_4: 0.09067 loss_giou_4: 0.3394 loss_class_enc: 0.2441 loss_bbox_enc: 0.1084 loss_giou_enc: 0.3762 loss_class_dn: 0.0283 loss_bbox_dn: 0.1064 loss_giou_dn: 0.3044 loss_class_dn_0: 0.07694 loss_bbox_dn_0: 0.1788 loss_giou_dn_0: 0.4459 loss_class_dn_1: 0.04842 loss_bbox_dn_1: 0.1247 loss_giou_dn_1: 0.3427 loss_class_dn_2: 0.03791 loss_bbox_dn_2: 0.1114 loss_giou_dn_2: 0.3126 loss_class_dn_3: 0.03277 loss_bbox_dn_3: 0.108 loss_giou_dn_3: 0.3057 loss_class_dn_4: 0.02976 loss_bbox_dn_4: 0.1063 loss_giou_dn_4: 0.3043 time: 1.1205 data_time: 0.1013 lr: 1e-05 max_mem: 43695M [05/21 23:02:28 d2.utils.events]: eta: 16:44:52 iter: 170399 total_loss: 7.546 loss_class: 0.204 loss_bbox: 0.08791 loss_giou: 0.3339 loss_class_0: 0.2277 loss_bbox_0: 0.09829 loss_giou_0: 0.3533 loss_class_1: 0.2146 loss_bbox_1: 0.09281 loss_giou_1: 0.3443 loss_class_2: 0.2127 loss_bbox_2: 0.08902 loss_giou_2: 0.3368 loss_class_3: 0.2085 loss_bbox_3: 0.08871 loss_giou_3: 0.3341 loss_class_4: 0.2048 loss_bbox_4: 0.08861 loss_giou_4: 0.3333 loss_class_enc: 0.2438 loss_bbox_enc: 0.1055 loss_giou_enc: 0.3714 loss_class_dn: 0.0276 loss_bbox_dn: 0.1014 loss_giou_dn: 0.297 loss_class_dn_0: 0.07785 loss_bbox_dn_0: 0.1748 loss_giou_dn_0: 0.436 loss_class_dn_1: 0.04878 loss_bbox_dn_1: 0.1215 loss_giou_dn_1: 0.3347 loss_class_dn_2: 0.0369 loss_bbox_dn_2: 0.1063 loss_giou_dn_2: 0.3048 loss_class_dn_3: 0.03174 loss_bbox_dn_3: 0.1025 loss_giou_dn_3: 0.2978 loss_class_dn_4: 0.02875 loss_bbox_dn_4: 0.1013 loss_giou_dn_4: 0.2971 time: 1.1205 data_time: 0.1034 lr: 1e-05 max_mem: 43695M [05/21 23:03:25 d2.utils.events]: eta: 16:45:02 iter: 170449 total_loss: 7.559 loss_class: 0.2028 loss_bbox: 0.09336 loss_giou: 0.3324 loss_class_0: 0.2242 loss_bbox_0: 0.102 loss_giou_0: 0.3526 loss_class_1: 0.2154 loss_bbox_1: 0.09758 loss_giou_1: 0.3403 loss_class_2: 0.2104 loss_bbox_2: 0.0944 loss_giou_2: 0.336 loss_class_3: 0.2073 loss_bbox_3: 0.09375 loss_giou_3: 0.3327 loss_class_4: 0.2041 loss_bbox_4: 0.09331 loss_giou_4: 0.3314 loss_class_enc: 0.2427 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3676 loss_class_dn: 0.028 loss_bbox_dn: 0.1045 loss_giou_dn: 0.2947 loss_class_dn_0: 0.08013 loss_bbox_dn_0: 0.1763 loss_giou_dn_0: 0.4379 loss_class_dn_1: 0.04988 loss_bbox_dn_1: 0.125 loss_giou_dn_1: 0.335 loss_class_dn_2: 0.03699 loss_bbox_dn_2: 0.109 loss_giou_dn_2: 0.3052 loss_class_dn_3: 0.03162 loss_bbox_dn_3: 0.1061 loss_giou_dn_3: 0.2969 loss_class_dn_4: 0.02882 loss_bbox_dn_4: 0.1044 loss_giou_dn_4: 0.2947 time: 1.1205 data_time: 0.0991 lr: 1e-05 max_mem: 43695M [05/21 23:04:21 d2.utils.events]: eta: 16:43:02 iter: 170499 total_loss: 7.719 loss_class: 0.2035 loss_bbox: 0.09048 loss_giou: 0.3398 loss_class_0: 0.2311 loss_bbox_0: 0.1013 loss_giou_0: 0.3595 loss_class_1: 0.2186 loss_bbox_1: 0.09549 loss_giou_1: 0.3465 loss_class_2: 0.2124 loss_bbox_2: 0.09221 loss_giou_2: 0.3429 loss_class_3: 0.2099 loss_bbox_3: 0.09073 loss_giou_3: 0.3416 loss_class_4: 0.2041 loss_bbox_4: 0.09066 loss_giou_4: 0.3408 loss_class_enc: 0.2461 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3699 loss_class_dn: 0.02874 loss_bbox_dn: 0.1043 loss_giou_dn: 0.3037 loss_class_dn_0: 0.08 loss_bbox_dn_0: 0.1796 loss_giou_dn_0: 0.4441 loss_class_dn_1: 0.04965 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3405 loss_class_dn_2: 0.03746 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.3122 loss_class_dn_3: 0.03262 loss_bbox_dn_3: 0.1053 loss_giou_dn_3: 0.3049 loss_class_dn_4: 0.02992 loss_bbox_dn_4: 0.1043 loss_giou_dn_4: 0.3033 time: 1.1205 data_time: 0.0979 lr: 1e-05 max_mem: 43695M [05/21 23:05:18 d2.utils.events]: eta: 16:43:22 iter: 170549 total_loss: 7.575 loss_class: 0.2081 loss_bbox: 0.09591 loss_giou: 0.3366 loss_class_0: 0.23 loss_bbox_0: 0.1044 loss_giou_0: 0.3527 loss_class_1: 0.2205 loss_bbox_1: 0.1012 loss_giou_1: 0.3444 loss_class_2: 0.2165 loss_bbox_2: 0.09664 loss_giou_2: 0.3389 loss_class_3: 0.2122 loss_bbox_3: 0.09624 loss_giou_3: 0.3369 loss_class_4: 0.2082 loss_bbox_4: 0.09593 loss_giou_4: 0.3366 loss_class_enc: 0.2458 loss_bbox_enc: 0.1119 loss_giou_enc: 0.3654 loss_class_dn: 0.02788 loss_bbox_dn: 0.1088 loss_giou_dn: 0.2993 loss_class_dn_0: 0.07731 loss_bbox_dn_0: 0.1845 loss_giou_dn_0: 0.4371 loss_class_dn_1: 0.0484 loss_bbox_dn_1: 0.1287 loss_giou_dn_1: 0.3372 loss_class_dn_2: 0.03709 loss_bbox_dn_2: 0.1138 loss_giou_dn_2: 0.3094 loss_class_dn_3: 0.03228 loss_bbox_dn_3: 0.11 loss_giou_dn_3: 0.3014 loss_class_dn_4: 0.029 loss_bbox_dn_4: 0.1088 loss_giou_dn_4: 0.2994 time: 1.1205 data_time: 0.1013 lr: 1e-05 max_mem: 43695M [05/21 23:06:14 d2.utils.events]: eta: 16:40:53 iter: 170599 total_loss: 7.488 loss_class: 0.2015 loss_bbox: 0.09287 loss_giou: 0.3409 loss_class_0: 0.2218 loss_bbox_0: 0.1034 loss_giou_0: 0.3575 loss_class_1: 0.2141 loss_bbox_1: 0.09765 loss_giou_1: 0.3465 loss_class_2: 0.2102 loss_bbox_2: 0.09626 loss_giou_2: 0.343 loss_class_3: 0.2063 loss_bbox_3: 0.09406 loss_giou_3: 0.3409 loss_class_4: 0.2027 loss_bbox_4: 0.09339 loss_giou_4: 0.3406 loss_class_enc: 0.2386 loss_bbox_enc: 0.1096 loss_giou_enc: 0.3739 loss_class_dn: 0.02653 loss_bbox_dn: 0.1029 loss_giou_dn: 0.2963 loss_class_dn_0: 0.07607 loss_bbox_dn_0: 0.1781 loss_giou_dn_0: 0.436 loss_class_dn_1: 0.04645 loss_bbox_dn_1: 0.1258 loss_giou_dn_1: 0.3333 loss_class_dn_2: 0.03437 loss_bbox_dn_2: 0.107 loss_giou_dn_2: 0.3052 loss_class_dn_3: 0.03029 loss_bbox_dn_3: 0.1035 loss_giou_dn_3: 0.2977 loss_class_dn_4: 0.02717 loss_bbox_dn_4: 0.103 loss_giou_dn_4: 0.2963 time: 1.1205 data_time: 0.0988 lr: 1e-05 max_mem: 43695M [05/21 23:07:10 d2.utils.events]: eta: 16:39:40 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loss_bbox_1: 0.09674 loss_giou_1: 0.3469 loss_class_2: 0.2094 loss_bbox_2: 0.09478 loss_giou_2: 0.343 loss_class_3: 0.2049 loss_bbox_3: 0.0929 loss_giou_3: 0.3402 loss_class_4: 0.2026 loss_bbox_4: 0.09195 loss_giou_4: 0.3395 loss_class_enc: 0.2413 loss_bbox_enc: 0.1107 loss_giou_enc: 0.3736 loss_class_dn: 0.02601 loss_bbox_dn: 0.1038 loss_giou_dn: 0.2995 loss_class_dn_0: 0.07726 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4404 loss_class_dn_1: 0.04688 loss_bbox_dn_1: 0.1256 loss_giou_dn_1: 0.3383 loss_class_dn_2: 0.03589 loss_bbox_dn_2: 0.1075 loss_giou_dn_2: 0.3083 loss_class_dn_3: 0.03045 loss_bbox_dn_3: 0.1053 loss_giou_dn_3: 0.301 loss_class_dn_4: 0.02734 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2996 time: 1.1205 data_time: 0.0998 lr: 1e-05 max_mem: 43695M [05/21 23:20:28 d2.utils.events]: eta: 16:27:53 iter: 171349 total_loss: 7.613 loss_class: 0.2003 loss_bbox: 0.09387 loss_giou: 0.3302 loss_class_0: 0.2286 loss_bbox_0: 0.1063 loss_giou_0: 0.3516 loss_class_1: 0.2166 loss_bbox_1: 0.09887 loss_giou_1: 0.3402 loss_class_2: 0.2093 loss_bbox_2: 0.09781 loss_giou_2: 0.3362 loss_class_3: 0.2047 loss_bbox_3: 0.09474 loss_giou_3: 0.3312 loss_class_4: 0.2015 loss_bbox_4: 0.0939 loss_giou_4: 0.3305 loss_class_enc: 0.2439 loss_bbox_enc: 0.1125 loss_giou_enc: 0.3644 loss_class_dn: 0.02931 loss_bbox_dn: 0.1114 loss_giou_dn: 0.2952 loss_class_dn_0: 0.07924 loss_bbox_dn_0: 0.1856 loss_giou_dn_0: 0.4398 loss_class_dn_1: 0.04886 loss_bbox_dn_1: 0.1314 loss_giou_dn_1: 0.3348 loss_class_dn_2: 0.03741 loss_bbox_dn_2: 0.1152 loss_giou_dn_2: 0.305 loss_class_dn_3: 0.03311 loss_bbox_dn_3: 0.1123 loss_giou_dn_3: 0.2971 loss_class_dn_4: 0.02998 loss_bbox_dn_4: 0.1114 loss_giou_dn_4: 0.2951 time: 1.1205 data_time: 0.0954 lr: 1e-05 max_mem: 43695M [05/21 23:21:26 d2.utils.events]: eta: 16:26:20 iter: 171399 total_loss: 7.552 loss_class: 0.2005 loss_bbox: 0.09135 loss_giou: 0.3349 loss_class_0: 0.226 loss_bbox_0: 0.1014 loss_giou_0: 0.3506 loss_class_1: 0.2153 loss_bbox_1: 0.09615 loss_giou_1: 0.3432 loss_class_2: 0.2071 loss_bbox_2: 0.09293 loss_giou_2: 0.3389 loss_class_3: 0.2044 loss_bbox_3: 0.09288 loss_giou_3: 0.3366 loss_class_4: 0.2016 loss_bbox_4: 0.09155 loss_giou_4: 0.3354 loss_class_enc: 0.2382 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3656 loss_class_dn: 0.02749 loss_bbox_dn: 0.1053 loss_giou_dn: 0.2895 loss_class_dn_0: 0.07814 loss_bbox_dn_0: 0.1826 loss_giou_dn_0: 0.4366 loss_class_dn_1: 0.04745 loss_bbox_dn_1: 0.1272 loss_giou_dn_1: 0.3347 loss_class_dn_2: 0.03624 loss_bbox_dn_2: 0.1097 loss_giou_dn_2: 0.2997 loss_class_dn_3: 0.03148 loss_bbox_dn_3: 0.1064 loss_giou_dn_3: 0.2913 loss_class_dn_4: 0.02834 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2895 time: 1.1205 data_time: 0.1006 lr: 1e-05 max_mem: 43695M [05/21 23:22:23 d2.utils.events]: eta: 16:24:15 iter: 171449 total_loss: 7.578 loss_class: 0.2021 loss_bbox: 0.09337 loss_giou: 0.3298 loss_class_0: 0.2248 loss_bbox_0: 0.1015 loss_giou_0: 0.3518 loss_class_1: 0.2161 loss_bbox_1: 0.09558 loss_giou_1: 0.3388 loss_class_2: 0.2087 loss_bbox_2: 0.09334 loss_giou_2: 0.3336 loss_class_3: 0.2066 loss_bbox_3: 0.0933 loss_giou_3: 0.332 loss_class_4: 0.2044 loss_bbox_4: 0.09296 loss_giou_4: 0.3305 loss_class_enc: 0.2424 loss_bbox_enc: 0.109 loss_giou_enc: 0.365 loss_class_dn: 0.02735 loss_bbox_dn: 0.1085 loss_giou_dn: 0.2953 loss_class_dn_0: 0.07824 loss_bbox_dn_0: 0.1831 loss_giou_dn_0: 0.4353 loss_class_dn_1: 0.04868 loss_bbox_dn_1: 0.1277 loss_giou_dn_1: 0.3349 loss_class_dn_2: 0.0361 loss_bbox_dn_2: 0.1124 loss_giou_dn_2: 0.305 loss_class_dn_3: 0.03148 loss_bbox_dn_3: 0.1098 loss_giou_dn_3: 0.2976 loss_class_dn_4: 0.02851 loss_bbox_dn_4: 0.1085 loss_giou_dn_4: 0.2953 time: 1.1205 data_time: 0.1056 lr: 1e-05 max_mem: 43695M [05/21 23:23:20 d2.utils.events]: eta: 16:23:16 iter: 171499 total_loss: 7.412 loss_class: 0.202 loss_bbox: 0.08962 loss_giou: 0.3289 loss_class_0: 0.2232 loss_bbox_0: 0.09789 loss_giou_0: 0.3445 loss_class_1: 0.2128 loss_bbox_1: 0.09418 loss_giou_1: 0.3371 loss_class_2: 0.209 loss_bbox_2: 0.09053 loss_giou_2: 0.3321 loss_class_3: 0.2071 loss_bbox_3: 0.09079 loss_giou_3: 0.3297 loss_class_4: 0.2031 loss_bbox_4: 0.08944 loss_giou_4: 0.3292 loss_class_enc: 0.2406 loss_bbox_enc: 0.1045 loss_giou_enc: 0.3609 loss_class_dn: 0.02666 loss_bbox_dn: 0.1061 loss_giou_dn: 0.2891 loss_class_dn_0: 0.07796 loss_bbox_dn_0: 0.1827 loss_giou_dn_0: 0.4276 loss_class_dn_1: 0.04775 loss_bbox_dn_1: 0.1273 loss_giou_dn_1: 0.3295 loss_class_dn_2: 0.03714 loss_bbox_dn_2: 0.1106 loss_giou_dn_2: 0.298 loss_class_dn_3: 0.03068 loss_bbox_dn_3: 0.1069 loss_giou_dn_3: 0.2907 loss_class_dn_4: 0.02777 loss_bbox_dn_4: 0.1062 loss_giou_dn_4: 0.2891 time: 1.1205 data_time: 0.0998 lr: 1e-05 max_mem: 43695M [05/21 23:24:17 d2.utils.events]: eta: 16:23:35 iter: 171549 total_loss: 7.599 loss_class: 0.2063 loss_bbox: 0.0921 loss_giou: 0.3381 loss_class_0: 0.2276 loss_bbox_0: 0.101 loss_giou_0: 0.3587 loss_class_1: 0.217 loss_bbox_1: 0.09634 loss_giou_1: 0.3478 loss_class_2: 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loss_bbox_2: 0.0933 loss_giou_2: 0.3298 loss_class_3: 0.2072 loss_bbox_3: 0.09139 loss_giou_3: 0.3293 loss_class_4: 0.2025 loss_bbox_4: 0.09124 loss_giou_4: 0.3298 loss_class_enc: 0.2397 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3649 loss_class_dn: 0.02739 loss_bbox_dn: 0.1027 loss_giou_dn: 0.2942 loss_class_dn_0: 0.0768 loss_bbox_dn_0: 0.1731 loss_giou_dn_0: 0.4401 loss_class_dn_1: 0.04766 loss_bbox_dn_1: 0.1228 loss_giou_dn_1: 0.3359 loss_class_dn_2: 0.03646 loss_bbox_dn_2: 0.1086 loss_giou_dn_2: 0.3062 loss_class_dn_3: 0.03128 loss_bbox_dn_3: 0.1044 loss_giou_dn_3: 0.2965 loss_class_dn_4: 0.02835 loss_bbox_dn_4: 0.1027 loss_giou_dn_4: 0.2942 time: 1.1205 data_time: 0.0990 lr: 1e-05 max_mem: 43695M [05/21 23:26:10 d2.utils.events]: eta: 16:23:01 iter: 171649 total_loss: 7.481 loss_class: 0.2016 loss_bbox: 0.08904 loss_giou: 0.3332 loss_class_0: 0.2249 loss_bbox_0: 0.1021 loss_giou_0: 0.3527 loss_class_1: 0.2144 loss_bbox_1: 0.09471 loss_giou_1: 0.3442 loss_class_2: 0.2097 loss_bbox_2: 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loss_giou_2: 0.3307 loss_class_3: 0.2083 loss_bbox_3: 0.09279 loss_giou_3: 0.3302 loss_class_4: 0.204 loss_bbox_4: 0.09249 loss_giou_4: 0.3295 loss_class_enc: 0.2431 loss_bbox_enc: 0.1091 loss_giou_enc: 0.3641 loss_class_dn: 0.02648 loss_bbox_dn: 0.1006 loss_giou_dn: 0.2904 loss_class_dn_0: 0.07702 loss_bbox_dn_0: 0.1793 loss_giou_dn_0: 0.4308 loss_class_dn_1: 0.04655 loss_bbox_dn_1: 0.122 loss_giou_dn_1: 0.3277 loss_class_dn_2: 0.03452 loss_bbox_dn_2: 0.1056 loss_giou_dn_2: 0.3002 loss_class_dn_3: 0.02984 loss_bbox_dn_3: 0.102 loss_giou_dn_3: 0.2928 loss_class_dn_4: 0.02733 loss_bbox_dn_4: 0.1007 loss_giou_dn_4: 0.2904 time: 1.1205 data_time: 0.1009 lr: 1e-05 max_mem: 43695M [05/21 23:28:04 d2.utils.events]: eta: 16:20:50 iter: 171749 total_loss: 7.591 loss_class: 0.203 loss_bbox: 0.09373 loss_giou: 0.3353 loss_class_0: 0.2317 loss_bbox_0: 0.102 loss_giou_0: 0.3531 loss_class_1: 0.2199 loss_bbox_1: 0.09702 loss_giou_1: 0.3457 loss_class_2: 0.213 loss_bbox_2: 0.09492 loss_giou_2: 0.3404 loss_class_3: 0.2106 loss_bbox_3: 0.09398 loss_giou_3: 0.3362 loss_class_4: 0.2055 loss_bbox_4: 0.09366 loss_giou_4: 0.3353 loss_class_enc: 0.2489 loss_bbox_enc: 0.111 loss_giou_enc: 0.3676 loss_class_dn: 0.02852 loss_bbox_dn: 0.1076 loss_giou_dn: 0.2941 loss_class_dn_0: 0.07908 loss_bbox_dn_0: 0.1872 loss_giou_dn_0: 0.4399 loss_class_dn_1: 0.04829 loss_bbox_dn_1: 0.1297 loss_giou_dn_1: 0.3358 loss_class_dn_2: 0.03779 loss_bbox_dn_2: 0.1121 loss_giou_dn_2: 0.3047 loss_class_dn_3: 0.03222 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.2957 loss_class_dn_4: 0.02968 loss_bbox_dn_4: 0.1076 loss_giou_dn_4: 0.2932 time: 1.1205 data_time: 0.1026 lr: 1e-05 max_mem: 43695M [05/21 23:29:02 d2.utils.events]: eta: 16:18:59 iter: 171799 total_loss: 7.524 loss_class: 0.2089 loss_bbox: 0.09018 loss_giou: 0.3395 loss_class_0: 0.23 loss_bbox_0: 0.0996 loss_giou_0: 0.3609 loss_class_1: 0.2209 loss_bbox_1: 0.09411 loss_giou_1: 0.3503 loss_class_2: 0.2166 loss_bbox_2: 0.09158 loss_giou_2: 0.345 loss_class_3: 0.2143 loss_bbox_3: 0.0915 loss_giou_3: 0.3412 loss_class_4: 0.2101 loss_bbox_4: 0.09088 loss_giou_4: 0.3399 loss_class_enc: 0.2496 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3753 loss_class_dn: 0.0263 loss_bbox_dn: 0.1016 loss_giou_dn: 0.2981 loss_class_dn_0: 0.07796 loss_bbox_dn_0: 0.1764 loss_giou_dn_0: 0.4384 loss_class_dn_1: 0.04747 loss_bbox_dn_1: 0.1232 loss_giou_dn_1: 0.337 loss_class_dn_2: 0.03559 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.3063 loss_class_dn_3: 0.03116 loss_bbox_dn_3: 0.1025 loss_giou_dn_3: 0.2993 loss_class_dn_4: 0.02746 loss_bbox_dn_4: 0.1016 loss_giou_dn_4: 0.2979 time: 1.1205 data_time: 0.0954 lr: 1e-05 max_mem: 43695M [05/21 23:29:58 d2.utils.events]: eta: 16:16:46 iter: 171849 total_loss: 7.587 loss_class: 0.205 loss_bbox: 0.09216 loss_giou: 0.3313 loss_class_0: 0.2289 loss_bbox_0: 0.1025 loss_giou_0: 0.3511 loss_class_1: 0.2166 loss_bbox_1: 0.09691 loss_giou_1: 0.3411 loss_class_2: 0.211 loss_bbox_2: 0.09268 loss_giou_2: 0.3356 loss_class_3: 0.2078 loss_bbox_3: 0.09291 loss_giou_3: 0.3326 loss_class_4: 0.2049 loss_bbox_4: 0.09255 loss_giou_4: 0.3312 loss_class_enc: 0.2428 loss_bbox_enc: 0.1091 loss_giou_enc: 0.3641 loss_class_dn: 0.02704 loss_bbox_dn: 0.1074 loss_giou_dn: 0.2935 loss_class_dn_0: 0.07711 loss_bbox_dn_0: 0.1815 loss_giou_dn_0: 0.4374 loss_class_dn_1: 0.04717 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.3324 loss_class_dn_2: 0.03539 loss_bbox_dn_2: 0.1116 loss_giou_dn_2: 0.3039 loss_class_dn_3: 0.03085 loss_bbox_dn_3: 0.1084 loss_giou_dn_3: 0.2954 loss_class_dn_4: 0.02776 loss_bbox_dn_4: 0.1074 loss_giou_dn_4: 0.2935 time: 1.1205 data_time: 0.0968 lr: 1e-05 max_mem: 43695M [05/21 23:30:54 d2.utils.events]: eta: 16:16:09 iter: 171899 total_loss: 7.493 loss_class: 0.2013 loss_bbox: 0.09092 loss_giou: 0.3353 loss_class_0: 0.2235 loss_bbox_0: 0.1011 loss_giou_0: 0.3528 loss_class_1: 0.2176 loss_bbox_1: 0.09425 loss_giou_1: 0.3431 loss_class_2: 0.2099 loss_bbox_2: 0.09234 loss_giou_2: 0.3396 loss_class_3: 0.2068 loss_bbox_3: 0.0902 loss_giou_3: 0.3362 loss_class_4: 0.203 loss_bbox_4: 0.09025 loss_giou_4: 0.3353 loss_class_enc: 0.2429 loss_bbox_enc: 0.105 loss_giou_enc: 0.3712 loss_class_dn: 0.0286 loss_bbox_dn: 0.1006 loss_giou_dn: 0.2944 loss_class_dn_0: 0.07576 loss_bbox_dn_0: 0.176 loss_giou_dn_0: 0.4327 loss_class_dn_1: 0.04808 loss_bbox_dn_1: 0.1231 loss_giou_dn_1: 0.3287 loss_class_dn_2: 0.03605 loss_bbox_dn_2: 0.1057 loss_giou_dn_2: 0.3022 loss_class_dn_3: 0.03191 loss_bbox_dn_3: 0.1022 loss_giou_dn_3: 0.2961 loss_class_dn_4: 0.02946 loss_bbox_dn_4: 0.1006 loss_giou_dn_4: 0.2945 time: 1.1205 data_time: 0.1016 lr: 1e-05 max_mem: 43695M [05/21 23:31:51 d2.utils.events]: eta: 16:14:56 iter: 171949 total_loss: 7.604 loss_class: 0.2021 loss_bbox: 0.09442 loss_giou: 0.3387 loss_class_0: 0.2255 loss_bbox_0: 0.1054 loss_giou_0: 0.3529 loss_class_1: 0.2158 loss_bbox_1: 0.09959 loss_giou_1: 0.3453 loss_class_2: 0.2116 loss_bbox_2: 0.09658 loss_giou_2: 0.3425 loss_class_3: 0.209 loss_bbox_3: 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loss_giou_2: 0.3364 loss_class_3: 0.2164 loss_bbox_3: 0.0936 loss_giou_3: 0.3323 loss_class_4: 0.2142 loss_bbox_4: 0.09307 loss_giou_4: 0.3323 loss_class_enc: 0.2471 loss_bbox_enc: 0.1097 loss_giou_enc: 0.3686 loss_class_dn: 0.02782 loss_bbox_dn: 0.1073 loss_giou_dn: 0.2953 loss_class_dn_0: 0.07863 loss_bbox_dn_0: 0.1859 loss_giou_dn_0: 0.4376 loss_class_dn_1: 0.04926 loss_bbox_dn_1: 0.1308 loss_giou_dn_1: 0.3358 loss_class_dn_2: 0.03551 loss_bbox_dn_2: 0.113 loss_giou_dn_2: 0.3052 loss_class_dn_3: 0.03155 loss_bbox_dn_3: 0.1092 loss_giou_dn_3: 0.2977 loss_class_dn_4: 0.02839 loss_bbox_dn_4: 0.1074 loss_giou_dn_4: 0.2951 time: 1.1208 data_time: 0.1010 lr: 1e-05 max_mem: 43695M [05/22 00:54:09 d2.utils.events]: eta: 14:56:46 iter: 176249 total_loss: 7.52 loss_class: 0.2053 loss_bbox: 0.09534 loss_giou: 0.3251 loss_class_0: 0.2309 loss_bbox_0: 0.1061 loss_giou_0: 0.3412 loss_class_1: 0.218 loss_bbox_1: 0.1015 loss_giou_1: 0.3349 loss_class_2: 0.2126 loss_bbox_2: 0.09678 loss_giou_2: 0.3304 loss_class_3: 0.209 loss_bbox_3: 0.09588 loss_giou_3: 0.3281 loss_class_4: 0.2064 loss_bbox_4: 0.0953 loss_giou_4: 0.3259 loss_class_enc: 0.247 loss_bbox_enc: 0.1138 loss_giou_enc: 0.3603 loss_class_dn: 0.02963 loss_bbox_dn: 0.1127 loss_giou_dn: 0.2901 loss_class_dn_0: 0.08103 loss_bbox_dn_0: 0.1873 loss_giou_dn_0: 0.4316 loss_class_dn_1: 0.04988 loss_bbox_dn_1: 0.1326 loss_giou_dn_1: 0.3285 loss_class_dn_2: 0.03953 loss_bbox_dn_2: 0.1175 loss_giou_dn_2: 0.2996 loss_class_dn_3: 0.03473 loss_bbox_dn_3: 0.1144 loss_giou_dn_3: 0.2924 loss_class_dn_4: 0.03051 loss_bbox_dn_4: 0.1128 loss_giou_dn_4: 0.29 time: 1.1208 data_time: 0.0977 lr: 1e-05 max_mem: 43695M [05/22 00:55:06 d2.utils.events]: eta: 14:56:03 iter: 176299 total_loss: 7.634 loss_class: 0.2121 loss_bbox: 0.09322 loss_giou: 0.3336 loss_class_0: 0.2327 loss_bbox_0: 0.1035 loss_giou_0: 0.3529 loss_class_1: 0.2237 loss_bbox_1: 0.09801 loss_giou_1: 0.3439 loss_class_2: 0.2198 loss_bbox_2: 0.09511 loss_giou_2: 0.3377 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0.09362 loss_giou_3: 0.3285 loss_class_4: 0.2077 loss_bbox_4: 0.09293 loss_giou_4: 0.3285 loss_class_enc: 0.2437 loss_bbox_enc: 0.1079 loss_giou_enc: 0.3646 loss_class_dn: 0.02725 loss_bbox_dn: 0.1066 loss_giou_dn: 0.2915 loss_class_dn_0: 0.07905 loss_bbox_dn_0: 0.1805 loss_giou_dn_0: 0.4331 loss_class_dn_1: 0.0482 loss_bbox_dn_1: 0.1237 loss_giou_dn_1: 0.3292 loss_class_dn_2: 0.03619 loss_bbox_dn_2: 0.1111 loss_giou_dn_2: 0.3014 loss_class_dn_3: 0.03146 loss_bbox_dn_3: 0.1077 loss_giou_dn_3: 0.2932 loss_class_dn_4: 0.02775 loss_bbox_dn_4: 0.1066 loss_giou_dn_4: 0.2916 time: 1.1208 data_time: 0.0950 lr: 1e-05 max_mem: 43695M [05/22 00:58:58 d2.utils.events]: eta: 14:52:56 iter: 176499 total_loss: 7.465 loss_class: 0.2066 loss_bbox: 0.0895 loss_giou: 0.3216 loss_class_0: 0.228 loss_bbox_0: 0.1009 loss_giou_0: 0.3435 loss_class_1: 0.2186 loss_bbox_1: 0.0943 loss_giou_1: 0.331 loss_class_2: 0.2128 loss_bbox_2: 0.09237 loss_giou_2: 0.3265 loss_class_3: 0.2094 loss_bbox_3: 0.09063 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0.3385 loss_class_4: 0.2093 loss_bbox_4: 0.09003 loss_giou_4: 0.3354 loss_class_enc: 0.2467 loss_bbox_enc: 0.1074 loss_giou_enc: 0.373 loss_class_dn: 0.02833 loss_bbox_dn: 0.1026 loss_giou_dn: 0.2984 loss_class_dn_0: 0.07845 loss_bbox_dn_0: 0.1775 loss_giou_dn_0: 0.4428 loss_class_dn_1: 0.05001 loss_bbox_dn_1: 0.1246 loss_giou_dn_1: 0.3407 loss_class_dn_2: 0.03754 loss_bbox_dn_2: 0.1066 loss_giou_dn_2: 0.3089 loss_class_dn_3: 0.03267 loss_bbox_dn_3: 0.1038 loss_giou_dn_3: 0.3003 loss_class_dn_4: 0.02901 loss_bbox_dn_4: 0.1025 loss_giou_dn_4: 0.2983 time: 1.1208 data_time: 0.0966 lr: 1e-05 max_mem: 43695M [05/22 01:00:53 d2.utils.events]: eta: 14:51:11 iter: 176599 total_loss: 7.489 loss_class: 0.2028 loss_bbox: 0.09226 loss_giou: 0.3333 loss_class_0: 0.2251 loss_bbox_0: 0.1025 loss_giou_0: 0.3511 loss_class_1: 0.2168 loss_bbox_1: 0.09593 loss_giou_1: 0.3447 loss_class_2: 0.209 loss_bbox_2: 0.09365 loss_giou_2: 0.3362 loss_class_3: 0.2078 loss_bbox_3: 0.09316 loss_giou_3: 0.3347 loss_class_4: 0.2051 loss_bbox_4: 0.09272 loss_giou_4: 0.3333 loss_class_enc: 0.2407 loss_bbox_enc: 0.1084 loss_giou_enc: 0.3695 loss_class_dn: 0.0275 loss_bbox_dn: 0.1019 loss_giou_dn: 0.2929 loss_class_dn_0: 0.07397 loss_bbox_dn_0: 0.1789 loss_giou_dn_0: 0.4271 loss_class_dn_1: 0.04633 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3324 loss_class_dn_2: 0.03602 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.3019 loss_class_dn_3: 0.03102 loss_bbox_dn_3: 0.1024 loss_giou_dn_3: 0.2943 loss_class_dn_4: 0.02858 loss_bbox_dn_4: 0.1019 loss_giou_dn_4: 0.293 time: 1.1208 data_time: 0.1030 lr: 1e-05 max_mem: 43695M [05/22 01:01:51 d2.utils.events]: eta: 14:51:30 iter: 176649 total_loss: 7.557 loss_class: 0.2025 loss_bbox: 0.09198 loss_giou: 0.3322 loss_class_0: 0.2307 loss_bbox_0: 0.101 loss_giou_0: 0.3467 loss_class_1: 0.2178 loss_bbox_1: 0.09485 loss_giou_1: 0.3353 loss_class_2: 0.2129 loss_bbox_2: 0.09295 loss_giou_2: 0.3298 loss_class_3: 0.2075 loss_bbox_3: 0.09185 loss_giou_3: 0.3312 loss_class_4: 0.2039 loss_bbox_4: 0.092 loss_giou_4: 0.3316 loss_class_enc: 0.2461 loss_bbox_enc: 0.1081 loss_giou_enc: 0.365 loss_class_dn: 0.02817 loss_bbox_dn: 0.1055 loss_giou_dn: 0.2957 loss_class_dn_0: 0.07797 loss_bbox_dn_0: 0.1842 loss_giou_dn_0: 0.4307 loss_class_dn_1: 0.04741 loss_bbox_dn_1: 0.1272 loss_giou_dn_1: 0.3313 loss_class_dn_2: 0.03712 loss_bbox_dn_2: 0.1098 loss_giou_dn_2: 0.3018 loss_class_dn_3: 0.03125 loss_bbox_dn_3: 0.1068 loss_giou_dn_3: 0.297 loss_class_dn_4: 0.0292 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2954 time: 1.1208 data_time: 0.0954 lr: 1e-05 max_mem: 43695M [05/22 01:02:47 d2.utils.events]: eta: 14:50:04 iter: 176699 total_loss: 7.608 loss_class: 0.2051 loss_bbox: 0.09238 loss_giou: 0.3376 loss_class_0: 0.2281 loss_bbox_0: 0.1006 loss_giou_0: 0.3573 loss_class_1: 0.2169 loss_bbox_1: 0.09644 loss_giou_1: 0.3486 loss_class_2: 0.2105 loss_bbox_2: 0.09459 loss_giou_2: 0.3438 loss_class_3: 0.2093 loss_bbox_3: 0.09226 loss_giou_3: 0.3391 loss_class_4: 0.2057 loss_bbox_4: 0.09236 loss_giou_4: 0.3382 loss_class_enc: 0.2462 loss_bbox_enc: 0.1081 loss_giou_enc: 0.3728 loss_class_dn: 0.02765 loss_bbox_dn: 0.1082 loss_giou_dn: 0.2982 loss_class_dn_0: 0.07744 loss_bbox_dn_0: 0.1769 loss_giou_dn_0: 0.4377 loss_class_dn_1: 0.04698 loss_bbox_dn_1: 0.1237 loss_giou_dn_1: 0.336 loss_class_dn_2: 0.0356 loss_bbox_dn_2: 0.1115 loss_giou_dn_2: 0.3059 loss_class_dn_3: 0.03077 loss_bbox_dn_3: 0.1086 loss_giou_dn_3: 0.2999 loss_class_dn_4: 0.0287 loss_bbox_dn_4: 0.1081 loss_giou_dn_4: 0.2982 time: 1.1208 data_time: 0.0989 lr: 1e-05 max_mem: 43695M [05/22 01:03:45 d2.utils.events]: eta: 14:49:24 iter: 176749 total_loss: 7.494 loss_class: 0.201 loss_bbox: 0.09346 loss_giou: 0.3356 loss_class_0: 0.2239 loss_bbox_0: 0.1029 loss_giou_0: 0.3533 loss_class_1: 0.2133 loss_bbox_1: 0.09757 loss_giou_1: 0.3419 loss_class_2: 0.2077 loss_bbox_2: 0.09543 loss_giou_2: 0.3382 loss_class_3: 0.2052 loss_bbox_3: 0.09331 loss_giou_3: 0.3359 loss_class_4: 0.2008 loss_bbox_4: 0.09363 loss_giou_4: 0.3357 loss_class_enc: 0.2404 loss_bbox_enc: 0.1097 loss_giou_enc: 0.37 loss_class_dn: 0.0282 loss_bbox_dn: 0.1096 loss_giou_dn: 0.295 loss_class_dn_0: 0.07974 loss_bbox_dn_0: 0.1826 loss_giou_dn_0: 0.4384 loss_class_dn_1: 0.05019 loss_bbox_dn_1: 0.1278 loss_giou_dn_1: 0.3331 loss_class_dn_2: 0.03639 loss_bbox_dn_2: 0.1128 loss_giou_dn_2: 0.3038 loss_class_dn_3: 0.03208 loss_bbox_dn_3: 0.1101 loss_giou_dn_3: 0.2966 loss_class_dn_4: 0.02843 loss_bbox_dn_4: 0.1096 loss_giou_dn_4: 0.295 time: 1.1208 data_time: 0.0979 lr: 1e-05 max_mem: 43695M [05/22 01:04:42 d2.utils.events]: eta: 14:48:46 iter: 176799 total_loss: 7.653 loss_class: 0.205 loss_bbox: 0.09357 loss_giou: 0.3402 loss_class_0: 0.2276 loss_bbox_0: 0.1032 loss_giou_0: 0.3607 loss_class_1: 0.2186 loss_bbox_1: 0.09798 loss_giou_1: 0.352 loss_class_2: 0.2144 loss_bbox_2: 0.09514 loss_giou_2: 0.3466 loss_class_3: 0.2081 loss_bbox_3: 0.09319 loss_giou_3: 0.3422 loss_class_4: 0.2058 loss_bbox_4: 0.09373 loss_giou_4: 0.3397 loss_class_enc: 0.2476 loss_bbox_enc: 0.1092 loss_giou_enc: 0.3728 loss_class_dn: 0.02764 loss_bbox_dn: 0.105 loss_giou_dn: 0.2979 loss_class_dn_0: 0.07647 loss_bbox_dn_0: 0.1835 loss_giou_dn_0: 0.4386 loss_class_dn_1: 0.04635 loss_bbox_dn_1: 0.1302 loss_giou_dn_1: 0.3349 loss_class_dn_2: 0.0347 loss_bbox_dn_2: 0.1114 loss_giou_dn_2: 0.3068 loss_class_dn_3: 0.03108 loss_bbox_dn_3: 0.1065 loss_giou_dn_3: 0.2998 loss_class_dn_4: 0.02868 loss_bbox_dn_4: 0.105 loss_giou_dn_4: 0.2979 time: 1.1208 data_time: 0.0977 lr: 1e-05 max_mem: 43695M [05/22 01:05:40 d2.utils.events]: eta: 14:48:09 iter: 176849 total_loss: 7.486 loss_class: 0.198 loss_bbox: 0.08809 loss_giou: 0.3347 loss_class_0: 0.2222 loss_bbox_0: 0.09906 loss_giou_0: 0.3516 loss_class_1: 0.2106 loss_bbox_1: 0.09363 loss_giou_1: 0.3406 loss_class_2: 0.2064 loss_bbox_2: 0.08986 loss_giou_2: 0.3371 loss_class_3: 0.2021 loss_bbox_3: 0.08874 loss_giou_3: 0.3352 loss_class_4: 0.1992 loss_bbox_4: 0.08845 loss_giou_4: 0.3351 loss_class_enc: 0.2401 loss_bbox_enc: 0.1055 loss_giou_enc: 0.3689 loss_class_dn: 0.02825 loss_bbox_dn: 0.1019 loss_giou_dn: 0.2929 loss_class_dn_0: 0.07709 loss_bbox_dn_0: 0.1772 loss_giou_dn_0: 0.4333 loss_class_dn_1: 0.04722 loss_bbox_dn_1: 0.1249 loss_giou_dn_1: 0.3329 loss_class_dn_2: 0.03624 loss_bbox_dn_2: 0.1064 loss_giou_dn_2: 0.3026 loss_class_dn_3: 0.03162 loss_bbox_dn_3: 0.103 loss_giou_dn_3: 0.2948 loss_class_dn_4: 0.02879 loss_bbox_dn_4: 0.1019 loss_giou_dn_4: 0.2928 time: 1.1209 data_time: 0.0948 lr: 1e-05 max_mem: 43695M [05/22 01:06:37 d2.utils.events]: eta: 14:47:26 iter: 176899 total_loss: 7.733 loss_class: 0.2082 loss_bbox: 0.09484 loss_giou: 0.3337 loss_class_0: 0.2344 loss_bbox_0: 0.1065 loss_giou_0: 0.3537 loss_class_1: 0.2233 loss_bbox_1: 0.1001 loss_giou_1: 0.3431 loss_class_2: 0.2178 loss_bbox_2: 0.09778 loss_giou_2: 0.3367 loss_class_3: 0.2143 loss_bbox_3: 0.09524 loss_giou_3: 0.3356 loss_class_4: 0.2098 loss_bbox_4: 0.09502 loss_giou_4: 0.3339 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loss_class_enc: 0.2407 loss_bbox_enc: 0.1081 loss_giou_enc: 0.3675 loss_class_dn: 0.02671 loss_bbox_dn: 0.1032 loss_giou_dn: 0.2951 loss_class_dn_0: 0.08015 loss_bbox_dn_0: 0.18 loss_giou_dn_0: 0.4395 loss_class_dn_1: 0.04992 loss_bbox_dn_1: 0.1256 loss_giou_dn_1: 0.3356 loss_class_dn_2: 0.03629 loss_bbox_dn_2: 0.1101 loss_giou_dn_2: 0.3054 loss_class_dn_3: 0.03096 loss_bbox_dn_3: 0.1049 loss_giou_dn_3: 0.297 loss_class_dn_4: 0.02828 loss_bbox_dn_4: 0.1031 loss_giou_dn_4: 0.2947 time: 1.1209 data_time: 0.0974 lr: 1e-05 max_mem: 43695M [05/22 01:08:35 d2.utils.events]: eta: 14:45:43 iter: 176999 total_loss: 7.46 loss_class: 0.1989 loss_bbox: 0.09396 loss_giou: 0.3274 loss_class_0: 0.226 loss_bbox_0: 0.1051 loss_giou_0: 0.3431 loss_class_1: 0.2142 loss_bbox_1: 0.09756 loss_giou_1: 0.3353 loss_class_2: 0.2072 loss_bbox_2: 0.09501 loss_giou_2: 0.3277 loss_class_3: 0.2056 loss_bbox_3: 0.09414 loss_giou_3: 0.3272 loss_class_4: 0.201 loss_bbox_4: 0.09416 loss_giou_4: 0.3273 loss_class_enc: 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[05/22 01:56:36 d2.utils.events]: eta: 14:00:51 iter: 179499 total_loss: 7.53 loss_class: 0.2077 loss_bbox: 0.0918 loss_giou: 0.3351 loss_class_0: 0.2277 loss_bbox_0: 0.1022 loss_giou_0: 0.3536 loss_class_1: 0.2188 loss_bbox_1: 0.0966 loss_giou_1: 0.3429 loss_class_2: 0.2139 loss_bbox_2: 0.09424 loss_giou_2: 0.3387 loss_class_3: 0.2116 loss_bbox_3: 0.09215 loss_giou_3: 0.3358 loss_class_4: 0.2083 loss_bbox_4: 0.09238 loss_giou_4: 0.3352 loss_class_enc: 0.2411 loss_bbox_enc: 0.1081 loss_giou_enc: 0.3697 loss_class_dn: 0.02742 loss_bbox_dn: 0.103 loss_giou_dn: 0.2998 loss_class_dn_0: 0.07694 loss_bbox_dn_0: 0.1777 loss_giou_dn_0: 0.4411 loss_class_dn_1: 0.04702 loss_bbox_dn_1: 0.124 loss_giou_dn_1: 0.3392 loss_class_dn_2: 0.03615 loss_bbox_dn_2: 0.1063 loss_giou_dn_2: 0.3097 loss_class_dn_3: 0.03116 loss_bbox_dn_3: 0.1034 loss_giou_dn_3: 0.3017 loss_class_dn_4: 0.02884 loss_bbox_dn_4: 0.103 loss_giou_dn_4: 0.2998 time: 1.1211 data_time: 0.1045 lr: 1e-05 max_mem: 43695M [05/22 01:57:34 d2.utils.events]: eta: 14:00:23 iter: 179549 total_loss: 7.506 loss_class: 0.2018 loss_bbox: 0.09076 loss_giou: 0.3363 loss_class_0: 0.2259 loss_bbox_0: 0.1015 loss_giou_0: 0.3514 loss_class_1: 0.2147 loss_bbox_1: 0.09544 loss_giou_1: 0.3437 loss_class_2: 0.2099 loss_bbox_2: 0.09346 loss_giou_2: 0.3388 loss_class_3: 0.2078 loss_bbox_3: 0.09051 loss_giou_3: 0.3365 loss_class_4: 0.2036 loss_bbox_4: 0.09102 loss_giou_4: 0.3364 loss_class_enc: 0.2445 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3641 loss_class_dn: 0.02819 loss_bbox_dn: 0.102 loss_giou_dn: 0.3001 loss_class_dn_0: 0.07726 loss_bbox_dn_0: 0.175 loss_giou_dn_0: 0.4365 loss_class_dn_1: 0.04872 loss_bbox_dn_1: 0.122 loss_giou_dn_1: 0.3369 loss_class_dn_2: 0.03686 loss_bbox_dn_2: 0.1055 loss_giou_dn_2: 0.3078 loss_class_dn_3: 0.03233 loss_bbox_dn_3: 0.1025 loss_giou_dn_3: 0.3013 loss_class_dn_4: 0.02915 loss_bbox_dn_4: 0.102 loss_giou_dn_4: 0.2998 time: 1.1211 data_time: 0.0956 lr: 1e-05 max_mem: 43695M [05/22 01:58:31 d2.utils.events]: eta: 13:59:29 iter: 179599 total_loss: 7.427 loss_class: 0.196 loss_bbox: 0.09044 loss_giou: 0.33 loss_class_0: 0.2228 loss_bbox_0: 0.1001 loss_giou_0: 0.3472 loss_class_1: 0.2098 loss_bbox_1: 0.093 loss_giou_1: 0.3383 loss_class_2: 0.2044 loss_bbox_2: 0.09097 loss_giou_2: 0.3335 loss_class_3: 0.2029 loss_bbox_3: 0.09007 loss_giou_3: 0.3315 loss_class_4: 0.1977 loss_bbox_4: 0.09037 loss_giou_4: 0.3296 loss_class_enc: 0.238 loss_bbox_enc: 0.106 loss_giou_enc: 0.3629 loss_class_dn: 0.02588 loss_bbox_dn: 0.1045 loss_giou_dn: 0.2933 loss_class_dn_0: 0.07684 loss_bbox_dn_0: 0.181 loss_giou_dn_0: 0.4291 loss_class_dn_1: 0.04591 loss_bbox_dn_1: 0.1242 loss_giou_dn_1: 0.3307 loss_class_dn_2: 0.03449 loss_bbox_dn_2: 0.1084 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.02969 loss_bbox_dn_3: 0.1057 loss_giou_dn_3: 0.2944 loss_class_dn_4: 0.02652 loss_bbox_dn_4: 0.1045 loss_giou_dn_4: 0.2931 time: 1.1211 data_time: 0.1051 lr: 1e-05 max_mem: 43695M [05/22 01:59:29 d2.utils.events]: eta: 13:58:13 iter: 179649 total_loss: 7.417 loss_class: 0.2052 loss_bbox: 0.09118 loss_giou: 0.3245 loss_class_0: 0.2309 loss_bbox_0: 0.1022 loss_giou_0: 0.3448 loss_class_1: 0.2192 loss_bbox_1: 0.09558 loss_giou_1: 0.3345 loss_class_2: 0.216 loss_bbox_2: 0.09299 loss_giou_2: 0.3304 loss_class_3: 0.2113 loss_bbox_3: 0.09195 loss_giou_3: 0.3266 loss_class_4: 0.2078 loss_bbox_4: 0.09134 loss_giou_4: 0.3249 loss_class_enc: 0.2476 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3608 loss_class_dn: 0.02832 loss_bbox_dn: 0.109 loss_giou_dn: 0.2883 loss_class_dn_0: 0.08008 loss_bbox_dn_0: 0.1818 loss_giou_dn_0: 0.4265 loss_class_dn_1: 0.04937 loss_bbox_dn_1: 0.1281 loss_giou_dn_1: 0.3244 loss_class_dn_2: 0.03763 loss_bbox_dn_2: 0.114 loss_giou_dn_2: 0.2968 loss_class_dn_3: 0.03308 loss_bbox_dn_3: 0.1107 loss_giou_dn_3: 0.2905 loss_class_dn_4: 0.02953 loss_bbox_dn_4: 0.1089 loss_giou_dn_4: 0.2884 time: 1.1211 data_time: 0.0976 lr: 1e-05 max_mem: 43695M [05/22 02:00:25 d2.utils.events]: eta: 13:57:17 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total_loss: 7.466 loss_class: 0.1999 loss_bbox: 0.09293 loss_giou: 0.3234 loss_class_0: 0.2228 loss_bbox_0: 0.1026 loss_giou_0: 0.3454 loss_class_1: 0.2144 loss_bbox_1: 0.09769 loss_giou_1: 0.334 loss_class_2: 0.2096 loss_bbox_2: 0.09463 loss_giou_2: 0.3279 loss_class_3: 0.2056 loss_bbox_3: 0.09155 loss_giou_3: 0.3246 loss_class_4: 0.2019 loss_bbox_4: 0.09345 loss_giou_4: 0.324 loss_class_enc: 0.2392 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3595 loss_class_dn: 0.02648 loss_bbox_dn: 0.1053 loss_giou_dn: 0.2876 loss_class_dn_0: 0.07684 loss_bbox_dn_0: 0.1822 loss_giou_dn_0: 0.4306 loss_class_dn_1: 0.04654 loss_bbox_dn_1: 0.124 loss_giou_dn_1: 0.3282 loss_class_dn_2: 0.03529 loss_bbox_dn_2: 0.1103 loss_giou_dn_2: 0.2967 loss_class_dn_3: 0.03014 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.2894 loss_class_dn_4: 0.02708 loss_bbox_dn_4: 0.1054 loss_giou_dn_4: 0.2877 time: 1.1211 data_time: 0.1084 lr: 1e-05 max_mem: 43695M [05/22 02:02:20 d2.utils.events]: eta: 13:55:00 iter: 179799 total_loss: 7.408 loss_class: 0.2015 loss_bbox: 0.08891 loss_giou: 0.3273 loss_class_0: 0.2268 loss_bbox_0: 0.1008 loss_giou_0: 0.3426 loss_class_1: 0.2178 loss_bbox_1: 0.09328 loss_giou_1: 0.335 loss_class_2: 0.21 loss_bbox_2: 0.09119 loss_giou_2: 0.3318 loss_class_3: 0.2077 loss_bbox_3: 0.08957 loss_giou_3: 0.3305 loss_class_4: 0.2029 loss_bbox_4: 0.08936 loss_giou_4: 0.3266 loss_class_enc: 0.2456 loss_bbox_enc: 0.1071 loss_giou_enc: 0.3574 loss_class_dn: 0.02754 loss_bbox_dn: 0.102 loss_giou_dn: 0.2841 loss_class_dn_0: 0.07755 loss_bbox_dn_0: 0.1817 loss_giou_dn_0: 0.4295 loss_class_dn_1: 0.04915 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3248 loss_class_dn_2: 0.03537 loss_bbox_dn_2: 0.1071 loss_giou_dn_2: 0.2935 loss_class_dn_3: 0.03092 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.2871 loss_class_dn_4: 0.02792 loss_bbox_dn_4: 0.1019 loss_giou_dn_4: 0.2841 time: 1.1211 data_time: 0.0975 lr: 1e-05 max_mem: 43695M [05/22 02:03:16 d2.utils.events]: eta: 13:52:45 iter: 179849 total_loss: 7.54 loss_class: 0.1996 loss_bbox: 0.09162 loss_giou: 0.3352 loss_class_0: 0.2237 loss_bbox_0: 0.1009 loss_giou_0: 0.3554 loss_class_1: 0.2138 loss_bbox_1: 0.09471 loss_giou_1: 0.3445 loss_class_2: 0.2088 loss_bbox_2: 0.09347 loss_giou_2: 0.3398 loss_class_3: 0.2057 loss_bbox_3: 0.09142 loss_giou_3: 0.3351 loss_class_4: 0.201 loss_bbox_4: 0.09173 loss_giou_4: 0.334 loss_class_enc: 0.2416 loss_bbox_enc: 0.108 loss_giou_enc: 0.3702 loss_class_dn: 0.02818 loss_bbox_dn: 0.1063 loss_giou_dn: 0.2939 loss_class_dn_0: 0.08011 loss_bbox_dn_0: 0.1791 loss_giou_dn_0: 0.4369 loss_class_dn_1: 0.05062 loss_bbox_dn_1: 0.1284 loss_giou_dn_1: 0.3341 loss_class_dn_2: 0.03827 loss_bbox_dn_2: 0.111 loss_giou_dn_2: 0.3018 loss_class_dn_3: 0.03283 loss_bbox_dn_3: 0.1074 loss_giou_dn_3: 0.2957 loss_class_dn_4: 0.02937 loss_bbox_dn_4: 0.1063 loss_giou_dn_4: 0.2937 time: 1.1211 data_time: 0.1004 lr: 1e-05 max_mem: 43695M [05/22 02:04:13 d2.utils.events]: eta: 13:51:50 iter: 179899 total_loss: 7.555 loss_class: 0.1994 loss_bbox: 0.09331 loss_giou: 0.33 loss_class_0: 0.2259 loss_bbox_0: 0.1019 loss_giou_0: 0.3502 loss_class_1: 0.2152 loss_bbox_1: 0.09662 loss_giou_1: 0.3398 loss_class_2: 0.2083 loss_bbox_2: 0.0936 loss_giou_2: 0.3324 loss_class_3: 0.2041 loss_bbox_3: 0.09591 loss_giou_3: 0.3313 loss_class_4: 0.2019 loss_bbox_4: 0.094 loss_giou_4: 0.3309 loss_class_enc: 0.2449 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3641 loss_class_dn: 0.02692 loss_bbox_dn: 0.105 loss_giou_dn: 0.291 loss_class_dn_0: 0.07741 loss_bbox_dn_0: 0.1801 loss_giou_dn_0: 0.4336 loss_class_dn_1: 0.0462 loss_bbox_dn_1: 0.1261 loss_giou_dn_1: 0.3311 loss_class_dn_2: 0.03536 loss_bbox_dn_2: 0.1098 loss_giou_dn_2: 0.3015 loss_class_dn_3: 0.03067 loss_bbox_dn_3: 0.1063 loss_giou_dn_3: 0.2926 loss_class_dn_4: 0.02766 loss_bbox_dn_4: 0.105 loss_giou_dn_4: 0.2906 time: 1.1211 data_time: 0.1025 lr: 1e-05 max_mem: 43695M [05/22 02:05:12 d2.utils.events]: eta: 13:50:50 iter: 179949 total_loss: 7.58 loss_class: 0.1982 loss_bbox: 0.09303 loss_giou: 0.3453 loss_class_0: 0.2221 loss_bbox_0: 0.1032 loss_giou_0: 0.3656 loss_class_1: 0.2132 loss_bbox_1: 0.09618 loss_giou_1: 0.3539 loss_class_2: 0.2046 loss_bbox_2: 0.0953 loss_giou_2: 0.3496 loss_class_3: 0.2023 loss_bbox_3: 0.09369 loss_giou_3: 0.3464 loss_class_4: 0.1987 loss_bbox_4: 0.09351 loss_giou_4: 0.3459 loss_class_enc: 0.2389 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3807 loss_class_dn: 0.02626 loss_bbox_dn: 0.1045 loss_giou_dn: 0.2989 loss_class_dn_0: 0.0764 loss_bbox_dn_0: 0.1788 loss_giou_dn_0: 0.4391 loss_class_dn_1: 0.04594 loss_bbox_dn_1: 0.1257 loss_giou_dn_1: 0.3397 loss_class_dn_2: 0.03471 loss_bbox_dn_2: 0.1101 loss_giou_dn_2: 0.3088 loss_class_dn_3: 0.02992 loss_bbox_dn_3: 0.1057 loss_giou_dn_3: 0.3005 loss_class_dn_4: 0.02713 loss_bbox_dn_4: 0.1045 loss_giou_dn_4: 0.2987 time: 1.1211 data_time: 0.1052 lr: 1e-05 max_mem: 43695M [05/22 02:06:10 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0179999.pth [05/22 02:06:25 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/22 02:06:42 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/22 02:06:46 d2.data.common]: Serialized dataset takes 894.47 MiB [05/22 02:06:48 d2.evaluation.evaluator]: Start inference on 313 batches [05/22 02:07:47 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0042 s/iter. Inference: 0.0641 s/iter. Eval: 0.0004 s/iter. Total: 0.0687 s/iter. ETA=0:00:20 [05/22 02:07:52 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0051 s/iter. Inference: 0.0654 s/iter. Eval: 0.0004 s/iter. Total: 0.0710 s/iter. ETA=0:00:16 [05/22 02:07:57 d2.evaluation.evaluator]: Inference done 138/313. Dataloading: 0.0051 s/iter. Inference: 0.0731 s/iter. Eval: 0.0004 s/iter. Total: 0.0788 s/iter. ETA=0:00:13 [05/22 02:08:02 d2.evaluation.evaluator]: Inference done 207/313. Dataloading: 0.0052 s/iter. Inference: 0.0705 s/iter. Eval: 0.0004 s/iter. Total: 0.0769 s/iter. ETA=0:00:08 [05/22 02:08:07 d2.evaluation.evaluator]: Inference done 279/313. Dataloading: 0.0052 s/iter. Inference: 0.0688 s/iter. Eval: 0.0004 s/iter. Total: 0.0751 s/iter. ETA=0:00:02 [05/22 02:08:12 d2.evaluation.evaluator]: Total inference time: 0:00:25.012105 (0.081208 s / iter per device, on 16 devices) [05/22 02:08:12 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:22 (0.073034 s / iter per device, on 16 devices) [05/22 02:08:29 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/22 02:08:29 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/22 02:08:36 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=8.98s) creating index... index created! [05/22 02:08:46 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/22 02:09:10 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 23.96 seconds. [05/22 02:09:11 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/22 02:09:14 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.16 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.659 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.523 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.781 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 [05/22 02:09:14 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.314 | 65.926 | 53.906 | 36.510 | 52.289 | 62.222 | [05/22 02:09:14 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.253 | bicycle | 40.215 | car | 52.615 | | motorcycle | 48.681 | airplane | 79.315 | bus | 75.284 | | train | 75.697 | truck | 37.255 | boat | 36.269 | | traffic light | 32.625 | fire hydrant | 75.497 | stop sign | 61.847 | | parking meter | 19.160 | bench | 35.195 | bird | 45.806 | | cat | 78.842 | dog | 76.371 | horse | 68.432 | | sheep | 52.875 | cow | 68.567 | elephant | 74.110 | | bear | 77.431 | zebra | 73.740 | giraffe | 75.712 | | backpack | 22.762 | umbrella | 45.598 | handbag | 20.819 | | tie | 46.630 | suitcase | 43.598 | frisbee | 76.343 | | skis | 32.960 | snowboard | 50.769 | sports ball | 43.937 | | kite | 44.265 | baseball bat | 45.930 | baseball glove | 50.031 | | skateboard | 61.516 | surfboard | 50.844 | tennis racket | 57.784 | | bottle | 46.549 | wine glass | 50.947 | cup | 57.549 | | fork | 54.239 | knife | 32.090 | spoon | 31.210 | | bowl | 51.998 | banana | 26.823 | apple | 21.878 | | sandwich | 40.840 | orange | 34.723 | broccoli | 21.988 | | carrot | 19.229 | hot dog | 40.142 | pizza | 62.694 | | donut | 50.825 | cake | 51.208 | chair | 38.452 | | couch | 49.783 | potted plant | 31.943 | bed | 48.059 | | dining table | 31.135 | toilet | 65.519 | tv | 64.154 | | laptop | 76.618 | mouse | 69.280 | remote | 32.711 | | keyboard | 52.761 | cell phone | 48.822 | microwave | 70.878 | | oven | 17.831 | toaster | 50.755 | sink | 39.857 | | refrigerator | 67.932 | book | 14.286 | clock | 49.210 | | vase | 35.555 | scissors | 43.969 | teddy bear | 59.484 | | hair drier | 28.249 | toothbrush | 44.388 | | | [05/22 02:09:16 d2.evaluation.testing]: copypaste: Task: bbox [05/22 02:09:17 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/22 02:09:18 d2.evaluation.testing]: copypaste: 49.3143,65.9259,53.9065,36.5099,52.2890,62.2225 [05/22 02:09:18 d2.utils.events]: eta: 13:50:25 iter: 179999 total_loss: 7.567 loss_class: 0.2016 loss_bbox: 0.09169 loss_giou: 0.3273 loss_class_0: 0.2264 loss_bbox_0: 0.1024 loss_giou_0: 0.3481 loss_class_1: 0.2172 loss_bbox_1: 0.09479 loss_giou_1: 0.3395 loss_class_2: 0.2096 loss_bbox_2: 0.0932 loss_giou_2: 0.3326 loss_class_3: 0.2073 loss_bbox_3: 0.09233 loss_giou_3: 0.3289 loss_class_4: 0.2033 loss_bbox_4: 0.09207 loss_giou_4: 0.3274 loss_class_enc: 0.2451 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3639 loss_class_dn: 0.02756 loss_bbox_dn: 0.1098 loss_giou_dn: 0.2923 loss_class_dn_0: 0.08033 loss_bbox_dn_0: 0.1817 loss_giou_dn_0: 0.4383 loss_class_dn_1: 0.05026 loss_bbox_dn_1: 0.1298 loss_giou_dn_1: 0.3357 loss_class_dn_2: 0.03734 loss_bbox_dn_2: 0.1137 loss_giou_dn_2: 0.3033 loss_class_dn_3: 0.03186 loss_bbox_dn_3: 0.1109 loss_giou_dn_3: 0.2942 loss_class_dn_4: 0.02834 loss_bbox_dn_4: 0.1099 loss_giou_dn_4: 0.2923 time: 1.1211 data_time: 0.1046 lr: 1e-05 max_mem: 43695M [05/22 02:10:15 d2.utils.events]: eta: 13:49:11 iter: 180049 total_loss: 7.604 loss_class: 0.2052 loss_bbox: 0.09347 loss_giou: 0.3339 loss_class_0: 0.2287 loss_bbox_0: 0.1032 loss_giou_0: 0.3538 loss_class_1: 0.219 loss_bbox_1: 0.09712 loss_giou_1: 0.3419 loss_class_2: 0.212 loss_bbox_2: 0.0957 loss_giou_2: 0.3396 loss_class_3: 0.2095 loss_bbox_3: 0.09341 loss_giou_3: 0.3344 loss_class_4: 0.2061 loss_bbox_4: 0.09404 loss_giou_4: 0.3351 loss_class_enc: 0.2469 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3673 loss_class_dn: 0.02739 loss_bbox_dn: 0.1069 loss_giou_dn: 0.3005 loss_class_dn_0: 0.07806 loss_bbox_dn_0: 0.1772 loss_giou_dn_0: 0.4416 loss_class_dn_1: 0.04706 loss_bbox_dn_1: 0.1235 loss_giou_dn_1: 0.3407 loss_class_dn_2: 0.03608 loss_bbox_dn_2: 0.1113 loss_giou_dn_2: 0.3093 loss_class_dn_3: 0.03148 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.302 loss_class_dn_4: 0.02863 loss_bbox_dn_4: 0.107 loss_giou_dn_4: 0.3003 time: 1.1211 data_time: 0.0987 lr: 1e-05 max_mem: 43695M [05/22 02:11:11 d2.utils.events]: eta: 13:48:04 iter: 180099 total_loss: 7.601 loss_class: 0.2074 loss_bbox: 0.09266 loss_giou: 0.3326 loss_class_0: 0.2284 loss_bbox_0: 0.1021 loss_giou_0: 0.354 loss_class_1: 0.2204 loss_bbox_1: 0.0974 loss_giou_1: 0.3426 loss_class_2: 0.2135 loss_bbox_2: 0.09458 loss_giou_2: 0.3389 loss_class_3: 0.2096 loss_bbox_3: 0.0937 loss_giou_3: 0.3346 loss_class_4: 0.2081 loss_bbox_4: 0.09253 loss_giou_4: 0.333 loss_class_enc: 0.2443 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3688 loss_class_dn: 0.02614 loss_bbox_dn: 0.1042 loss_giou_dn: 0.2959 loss_class_dn_0: 0.07653 loss_bbox_dn_0: 0.1785 loss_giou_dn_0: 0.4427 loss_class_dn_1: 0.04781 loss_bbox_dn_1: 0.1239 loss_giou_dn_1: 0.3368 loss_class_dn_2: 0.0358 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.3053 loss_class_dn_3: 0.02995 loss_bbox_dn_3: 0.1062 loss_giou_dn_3: 0.2973 loss_class_dn_4: 0.02698 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.296 time: 1.1211 data_time: 0.1023 lr: 1e-05 max_mem: 43695M [05/22 02:12:08 d2.utils.events]: eta: 13:46:45 iter: 180149 total_loss: 7.437 loss_class: 0.2048 loss_bbox: 0.08918 loss_giou: 0.327 loss_class_0: 0.2258 loss_bbox_0: 0.09895 loss_giou_0: 0.3446 loss_class_1: 0.2178 loss_bbox_1: 0.09309 loss_giou_1: 0.3357 loss_class_2: 0.211 loss_bbox_2: 0.09039 loss_giou_2: 0.3307 loss_class_3: 0.2081 loss_bbox_3: 0.08914 loss_giou_3: 0.3283 loss_class_4: 0.2052 loss_bbox_4: 0.08927 loss_giou_4: 0.3267 loss_class_enc: 0.2443 loss_bbox_enc: 0.1052 loss_giou_enc: 0.3637 loss_class_dn: 0.02798 loss_bbox_dn: 0.1006 loss_giou_dn: 0.2866 loss_class_dn_0: 0.07778 loss_bbox_dn_0: 0.1752 loss_giou_dn_0: 0.43 loss_class_dn_1: 0.04712 loss_bbox_dn_1: 0.1196 loss_giou_dn_1: 0.328 loss_class_dn_2: 0.03706 loss_bbox_dn_2: 0.1048 loss_giou_dn_2: 0.296 loss_class_dn_3: 0.03111 loss_bbox_dn_3: 0.1024 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.02857 loss_bbox_dn_4: 0.1007 loss_giou_dn_4: 0.2866 time: 1.1211 data_time: 0.0951 lr: 1e-05 max_mem: 43695M [05/22 02:13:05 d2.utils.events]: eta: 13:45:41 iter: 180199 total_loss: 7.517 loss_class: 0.2018 loss_bbox: 0.08854 loss_giou: 0.3251 loss_class_0: 0.2237 loss_bbox_0: 0.09829 loss_giou_0: 0.3463 loss_class_1: 0.2117 loss_bbox_1: 0.09373 loss_giou_1: 0.3386 loss_class_2: 0.2091 loss_bbox_2: 0.09053 loss_giou_2: 0.3333 loss_class_3: 0.2062 loss_bbox_3: 0.08834 loss_giou_3: 0.327 loss_class_4: 0.2048 loss_bbox_4: 0.08792 loss_giou_4: 0.3258 loss_class_enc: 0.2439 loss_bbox_enc: 0.1048 loss_giou_enc: 0.3631 loss_class_dn: 0.02765 loss_bbox_dn: 0.1033 loss_giou_dn: 0.2923 loss_class_dn_0: 0.07714 loss_bbox_dn_0: 0.177 loss_giou_dn_0: 0.4266 loss_class_dn_1: 0.04769 loss_bbox_dn_1: 0.1229 loss_giou_dn_1: 0.33 loss_class_dn_2: 0.03575 loss_bbox_dn_2: 0.108 loss_giou_dn_2: 0.3022 loss_class_dn_3: 0.03071 loss_bbox_dn_3: 0.1039 loss_giou_dn_3: 0.2944 loss_class_dn_4: 0.02815 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 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7.555 loss_class: 0.2073 loss_bbox: 0.0944 loss_giou: 0.3316 loss_class_0: 0.2289 loss_bbox_0: 0.1016 loss_giou_0: 0.3482 loss_class_1: 0.2183 loss_bbox_1: 0.09796 loss_giou_1: 0.3395 loss_class_2: 0.2126 loss_bbox_2: 0.09517 loss_giou_2: 0.3342 loss_class_3: 0.2104 loss_bbox_3: 0.09458 loss_giou_3: 0.3316 loss_class_4: 0.208 loss_bbox_4: 0.09506 loss_giou_4: 0.3318 loss_class_enc: 0.2484 loss_bbox_enc: 0.1101 loss_giou_enc: 0.3671 loss_class_dn: 0.02721 loss_bbox_dn: 0.1045 loss_giou_dn: 0.2857 loss_class_dn_0: 0.07921 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4295 loss_class_dn_1: 0.04913 loss_bbox_dn_1: 0.1251 loss_giou_dn_1: 0.3261 loss_class_dn_2: 0.03726 loss_bbox_dn_2: 0.1092 loss_giou_dn_2: 0.294 loss_class_dn_3: 0.03217 loss_bbox_dn_3: 0.1064 loss_giou_dn_3: 0.2874 loss_class_dn_4: 0.02811 loss_bbox_dn_4: 0.1045 loss_giou_dn_4: 0.2855 time: 1.1211 data_time: 0.1016 lr: 1e-05 max_mem: 43695M [05/22 02:25:34 d2.utils.events]: eta: 13:34:01 iter: 180849 total_loss: 7.602 loss_class: 0.2024 loss_bbox: 0.09468 loss_giou: 0.3331 loss_class_0: 0.2257 loss_bbox_0: 0.106 loss_giou_0: 0.3485 loss_class_1: 0.2161 loss_bbox_1: 0.09923 loss_giou_1: 0.3438 loss_class_2: 0.2106 loss_bbox_2: 0.0976 loss_giou_2: 0.3372 loss_class_3: 0.2076 loss_bbox_3: 0.09559 loss_giou_3: 0.3347 loss_class_4: 0.2039 loss_bbox_4: 0.09515 loss_giou_4: 0.3329 loss_class_enc: 0.2435 loss_bbox_enc: 0.1136 loss_giou_enc: 0.3693 loss_class_dn: 0.0283 loss_bbox_dn: 0.1074 loss_giou_dn: 0.2975 loss_class_dn_0: 0.07975 loss_bbox_dn_0: 0.1862 loss_giou_dn_0: 0.4348 loss_class_dn_1: 0.05043 loss_bbox_dn_1: 0.1292 loss_giou_dn_1: 0.3365 loss_class_dn_2: 0.03706 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.3044 loss_class_dn_3: 0.03203 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.2992 loss_class_dn_4: 0.02925 loss_bbox_dn_4: 0.1075 loss_giou_dn_4: 0.2975 time: 1.1211 data_time: 0.0966 lr: 1e-05 max_mem: 43695M [05/22 02:26:31 d2.utils.events]: eta: 13:32:58 iter: 180899 total_loss: 7.391 loss_class: 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loss_class_0: 0.2229 loss_bbox_0: 0.1003 loss_giou_0: 0.3463 loss_class_1: 0.213 loss_bbox_1: 0.09783 loss_giou_1: 0.3365 loss_class_2: 0.2078 loss_bbox_2: 0.0929 loss_giou_2: 0.3302 loss_class_3: 0.2027 loss_bbox_3: 0.09217 loss_giou_3: 0.3268 loss_class_4: 0.1997 loss_bbox_4: 0.0919 loss_giou_4: 0.3269 loss_class_enc: 0.2423 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3618 loss_class_dn: 0.02691 loss_bbox_dn: 0.1038 loss_giou_dn: 0.289 loss_class_dn_0: 0.07672 loss_bbox_dn_0: 0.1803 loss_giou_dn_0: 0.4296 loss_class_dn_1: 0.04637 loss_bbox_dn_1: 0.1248 loss_giou_dn_1: 0.3298 loss_class_dn_2: 0.03531 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.2981 loss_class_dn_3: 0.03056 loss_bbox_dn_3: 0.1048 loss_giou_dn_3: 0.291 loss_class_dn_4: 0.02759 loss_bbox_dn_4: 0.1038 loss_giou_dn_4: 0.289 time: 1.1211 data_time: 0.0958 lr: 1e-05 max_mem: 43695M [05/22 02:31:17 d2.utils.events]: eta: 13:27:43 iter: 181149 total_loss: 7.509 loss_class: 0.2013 loss_bbox: 0.0933 loss_giou: 0.3401 loss_class_0: 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loss_giou_0: 0.3462 loss_class_1: 0.2151 loss_bbox_1: 0.0974 loss_giou_1: 0.3334 loss_class_2: 0.2064 loss_bbox_2: 0.09459 loss_giou_2: 0.3299 loss_class_3: 0.2045 loss_bbox_3: 0.09374 loss_giou_3: 0.3271 loss_class_4: 0.2021 loss_bbox_4: 0.09311 loss_giou_4: 0.3259 loss_class_enc: 0.2422 loss_bbox_enc: 0.1092 loss_giou_enc: 0.3647 loss_class_dn: 0.0271 loss_bbox_dn: 0.1059 loss_giou_dn: 0.2913 loss_class_dn_0: 0.0801 loss_bbox_dn_0: 0.187 loss_giou_dn_0: 0.43 loss_class_dn_1: 0.04847 loss_bbox_dn_1: 0.1274 loss_giou_dn_1: 0.3276 loss_class_dn_2: 0.03648 loss_bbox_dn_2: 0.1115 loss_giou_dn_2: 0.2992 loss_class_dn_3: 0.0315 loss_bbox_dn_3: 0.1077 loss_giou_dn_3: 0.2927 loss_class_dn_4: 0.02791 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.291 time: 1.1211 data_time: 0.1014 lr: 1e-05 max_mem: 43695M [05/22 02:34:07 d2.utils.events]: eta: 13:25:25 iter: 181299 total_loss: 7.599 loss_class: 0.2021 loss_bbox: 0.09509 loss_giou: 0.3399 loss_class_0: 0.2254 loss_bbox_0: 0.1068 loss_giou_0: 0.3555 loss_class_1: 0.2184 loss_bbox_1: 0.09903 loss_giou_1: 0.3475 loss_class_2: 0.2136 loss_bbox_2: 0.09654 loss_giou_2: 0.3443 loss_class_3: 0.2081 loss_bbox_3: 0.09618 loss_giou_3: 0.3418 loss_class_4: 0.2041 loss_bbox_4: 0.09471 loss_giou_4: 0.3406 loss_class_enc: 0.2422 loss_bbox_enc: 0.1134 loss_giou_enc: 0.3685 loss_class_dn: 0.02681 loss_bbox_dn: 0.1083 loss_giou_dn: 0.2992 loss_class_dn_0: 0.07402 loss_bbox_dn_0: 0.1889 loss_giou_dn_0: 0.4396 loss_class_dn_1: 0.04508 loss_bbox_dn_1: 0.1304 loss_giou_dn_1: 0.3393 loss_class_dn_2: 0.03474 loss_bbox_dn_2: 0.1142 loss_giou_dn_2: 0.3073 loss_class_dn_3: 0.02986 loss_bbox_dn_3: 0.1097 loss_giou_dn_3: 0.3011 loss_class_dn_4: 0.02763 loss_bbox_dn_4: 0.1084 loss_giou_dn_4: 0.2994 time: 1.1211 data_time: 0.1050 lr: 1e-05 max_mem: 43695M [05/22 02:35:03 d2.utils.events]: eta: 13:24:08 iter: 181349 total_loss: 7.565 loss_class: 0.2008 loss_bbox: 0.09122 loss_giou: 0.3321 loss_class_0: 0.2245 loss_bbox_0: 0.1013 loss_giou_0: 0.3549 loss_class_1: 0.2146 loss_bbox_1: 0.09704 loss_giou_1: 0.3396 loss_class_2: 0.2083 loss_bbox_2: 0.09318 loss_giou_2: 0.3336 loss_class_3: 0.2041 loss_bbox_3: 0.09177 loss_giou_3: 0.3326 loss_class_4: 0.203 loss_bbox_4: 0.0916 loss_giou_4: 0.3312 loss_class_enc: 0.2443 loss_bbox_enc: 0.1102 loss_giou_enc: 0.3695 loss_class_dn: 0.02616 loss_bbox_dn: 0.1052 loss_giou_dn: 0.2955 loss_class_dn_0: 0.0779 loss_bbox_dn_0: 0.1791 loss_giou_dn_0: 0.4337 loss_class_dn_1: 0.04761 loss_bbox_dn_1: 0.126 loss_giou_dn_1: 0.3349 loss_class_dn_2: 0.03524 loss_bbox_dn_2: 0.1102 loss_giou_dn_2: 0.3043 loss_class_dn_3: 0.03013 loss_bbox_dn_3: 0.1063 loss_giou_dn_3: 0.2979 loss_class_dn_4: 0.02667 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2956 time: 1.1211 data_time: 0.1003 lr: 1e-05 max_mem: 43695M [05/22 02:36:01 d2.utils.events]: eta: 13:23:14 iter: 181399 total_loss: 7.472 loss_class: 0.1983 loss_bbox: 0.0915 loss_giou: 0.3323 loss_class_0: 0.2235 loss_bbox_0: 0.1003 loss_giou_0: 0.3498 loss_class_1: 0.2116 loss_bbox_1: 0.09549 loss_giou_1: 0.3401 loss_class_2: 0.208 loss_bbox_2: 0.09167 loss_giou_2: 0.3342 loss_class_3: 0.2047 loss_bbox_3: 0.09065 loss_giou_3: 0.3324 loss_class_4: 0.2013 loss_bbox_4: 0.09091 loss_giou_4: 0.3322 loss_class_enc: 0.2399 loss_bbox_enc: 0.1077 loss_giou_enc: 0.3651 loss_class_dn: 0.02737 loss_bbox_dn: 0.1036 loss_giou_dn: 0.2937 loss_class_dn_0: 0.07689 loss_bbox_dn_0: 0.1795 loss_giou_dn_0: 0.4295 loss_class_dn_1: 0.04724 loss_bbox_dn_1: 0.1253 loss_giou_dn_1: 0.3297 loss_class_dn_2: 0.03649 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.3009 loss_class_dn_3: 0.03182 loss_bbox_dn_3: 0.1047 loss_giou_dn_3: 0.2946 loss_class_dn_4: 0.02768 loss_bbox_dn_4: 0.1035 loss_giou_dn_4: 0.2934 time: 1.1211 data_time: 0.1052 lr: 1e-05 max_mem: 43695M [05/22 02:36:58 d2.utils.events]: eta: 13:22:00 iter: 181449 total_loss: 7.432 loss_class: 0.198 loss_bbox: 0.09096 loss_giou: 0.333 loss_class_0: 0.2199 loss_bbox_0: 0.1004 loss_giou_0: 0.3496 loss_class_1: 0.2102 loss_bbox_1: 0.09537 loss_giou_1: 0.3425 loss_class_2: 0.2048 loss_bbox_2: 0.09191 loss_giou_2: 0.3361 loss_class_3: 0.202 loss_bbox_3: 0.09121 loss_giou_3: 0.3339 loss_class_4: 0.199 loss_bbox_4: 0.09061 loss_giou_4: 0.3339 loss_class_enc: 0.2373 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3649 loss_class_dn: 0.02709 loss_bbox_dn: 0.1034 loss_giou_dn: 0.2913 loss_class_dn_0: 0.07596 loss_bbox_dn_0: 0.1801 loss_giou_dn_0: 0.4307 loss_class_dn_1: 0.04645 loss_bbox_dn_1: 0.125 loss_giou_dn_1: 0.3307 loss_class_dn_2: 0.03514 loss_bbox_dn_2: 0.1088 loss_giou_dn_2: 0.2995 loss_class_dn_3: 0.03095 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2934 loss_class_dn_4: 0.02789 loss_bbox_dn_4: 0.1034 loss_giou_dn_4: 0.2915 time: 1.1211 data_time: 0.1080 lr: 1e-05 max_mem: 43695M [05/22 02:37:55 d2.utils.events]: eta: 13:20:49 iter: 181499 total_loss: 7.588 loss_class: 0.2067 loss_bbox: 0.09315 loss_giou: 0.3329 loss_class_0: 0.229 loss_bbox_0: 0.1024 loss_giou_0: 0.354 loss_class_1: 0.2175 loss_bbox_1: 0.09796 loss_giou_1: 0.3415 loss_class_2: 0.2134 loss_bbox_2: 0.09412 loss_giou_2: 0.3359 loss_class_3: 0.2092 loss_bbox_3: 0.09337 loss_giou_3: 0.334 loss_class_4: 0.2067 loss_bbox_4: 0.09314 loss_giou_4: 0.3334 loss_class_enc: 0.2491 loss_bbox_enc: 0.1104 loss_giou_enc: 0.3665 loss_class_dn: 0.02696 loss_bbox_dn: 0.1101 loss_giou_dn: 0.2956 loss_class_dn_0: 0.07869 loss_bbox_dn_0: 0.1868 loss_giou_dn_0: 0.4372 loss_class_dn_1: 0.04825 loss_bbox_dn_1: 0.1304 loss_giou_dn_1: 0.3346 loss_class_dn_2: 0.03616 loss_bbox_dn_2: 0.1148 loss_giou_dn_2: 0.3046 loss_class_dn_3: 0.03087 loss_bbox_dn_3: 0.1111 loss_giou_dn_3: 0.2973 loss_class_dn_4: 0.02793 loss_bbox_dn_4: 0.11 loss_giou_dn_4: 0.2957 time: 1.1211 data_time: 0.1017 lr: 1e-05 max_mem: 43695M [05/22 02:38:58 d2.utils.events]: eta: 13:20:00 iter: 181549 total_loss: 7.534 loss_class: 0.1971 loss_bbox: 0.0891 loss_giou: 0.3401 loss_class_0: 0.2207 loss_bbox_0: 0.09967 loss_giou_0: 0.3582 loss_class_1: 0.2098 loss_bbox_1: 0.09432 loss_giou_1: 0.3452 loss_class_2: 0.2056 loss_bbox_2: 0.09132 loss_giou_2: 0.3425 loss_class_3: 0.2017 loss_bbox_3: 0.08956 loss_giou_3: 0.3418 loss_class_4: 0.1986 loss_bbox_4: 0.08955 loss_giou_4: 0.3412 loss_class_enc: 0.2367 loss_bbox_enc: 0.1066 loss_giou_enc: 0.3688 loss_class_dn: 0.02615 loss_bbox_dn: 0.1035 loss_giou_dn: 0.2951 loss_class_dn_0: 0.07237 loss_bbox_dn_0: 0.172 loss_giou_dn_0: 0.4318 loss_class_dn_1: 0.04397 loss_bbox_dn_1: 0.1214 loss_giou_dn_1: 0.332 loss_class_dn_2: 0.03394 loss_bbox_dn_2: 0.1076 loss_giou_dn_2: 0.3035 loss_class_dn_3: 0.02958 loss_bbox_dn_3: 0.1045 loss_giou_dn_3: 0.2963 loss_class_dn_4: 0.02773 loss_bbox_dn_4: 0.1035 loss_giou_dn_4: 0.2945 time: 1.1211 data_time: 0.1022 lr: 1e-05 max_mem: 43695M [05/22 02:39:56 d2.utils.events]: eta: 13:19:03 iter: 181599 total_loss: 7.422 loss_class: 0.1987 loss_bbox: 0.08983 loss_giou: 0.3252 loss_class_0: 0.2214 loss_bbox_0: 0.1009 loss_giou_0: 0.3434 loss_class_1: 0.2112 loss_bbox_1: 0.09408 loss_giou_1: 0.3335 loss_class_2: 0.2055 loss_bbox_2: 0.09085 loss_giou_2: 0.3269 loss_class_3: 0.2039 loss_bbox_3: 0.08955 loss_giou_3: 0.3254 loss_class_4: 0.2003 loss_bbox_4: 0.08943 loss_giou_4: 0.3249 loss_class_enc: 0.2405 loss_bbox_enc: 0.1071 loss_giou_enc: 0.3569 loss_class_dn: 0.02731 loss_bbox_dn: 0.1025 loss_giou_dn: 0.2888 loss_class_dn_0: 0.08066 loss_bbox_dn_0: 0.1837 loss_giou_dn_0: 0.4298 loss_class_dn_1: 0.04991 loss_bbox_dn_1: 0.1262 loss_giou_dn_1: 0.3298 loss_class_dn_2: 0.03664 loss_bbox_dn_2: 0.1075 loss_giou_dn_2: 0.2994 loss_class_dn_3: 0.03096 loss_bbox_dn_3: 0.1035 loss_giou_dn_3: 0.2904 loss_class_dn_4: 0.0285 loss_bbox_dn_4: 0.1025 loss_giou_dn_4: 0.2888 time: 1.1212 data_time: 0.0946 lr: 1e-05 max_mem: 43695M [05/22 02:40:52 d2.utils.events]: eta: 13:17:52 iter: 181649 total_loss: 7.444 loss_class: 0.2004 loss_bbox: 0.09229 loss_giou: 0.3277 loss_class_0: 0.2245 loss_bbox_0: 0.1015 loss_giou_0: 0.3481 loss_class_1: 0.2142 loss_bbox_1: 0.09491 loss_giou_1: 0.3351 loss_class_2: 0.2083 loss_bbox_2: 0.09285 loss_giou_2: 0.3307 loss_class_3: 0.2052 loss_bbox_3: 0.09195 loss_giou_3: 0.3284 loss_class_4: 0.2014 loss_bbox_4: 0.09187 loss_giou_4: 0.3272 loss_class_enc: 0.2396 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3604 loss_class_dn: 0.02588 loss_bbox_dn: 0.1071 loss_giou_dn: 0.2957 loss_class_dn_0: 0.07781 loss_bbox_dn_0: 0.1851 loss_giou_dn_0: 0.4289 loss_class_dn_1: 0.04803 loss_bbox_dn_1: 0.1272 loss_giou_dn_1: 0.334 loss_class_dn_2: 0.03469 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.3055 loss_class_dn_3: 0.02902 loss_bbox_dn_3: 0.1085 loss_giou_dn_3: 0.2975 loss_class_dn_4: 0.02644 loss_bbox_dn_4: 0.1071 loss_giou_dn_4: 0.2953 time: 1.1212 data_time: 0.0991 lr: 1e-05 max_mem: 43695M [05/22 02:41:51 d2.utils.events]: eta: 13:16:45 iter: 181699 total_loss: 7.538 loss_class: 0.2032 loss_bbox: 0.09312 loss_giou: 0.3276 loss_class_0: 0.2241 loss_bbox_0: 0.1055 loss_giou_0: 0.3471 loss_class_1: 0.2147 loss_bbox_1: 0.09683 loss_giou_1: 0.3346 loss_class_2: 0.2096 loss_bbox_2: 0.0942 loss_giou_2: 0.3303 loss_class_3: 0.2078 loss_bbox_3: 0.09295 loss_giou_3: 0.3278 loss_class_4: 0.2054 loss_bbox_4: 0.09327 loss_giou_4: 0.3267 loss_class_enc: 0.2417 loss_bbox_enc: 0.1109 loss_giou_enc: 0.3631 loss_class_dn: 0.02672 loss_bbox_dn: 0.1053 loss_giou_dn: 0.2883 loss_class_dn_0: 0.07844 loss_bbox_dn_0: 0.1823 loss_giou_dn_0: 0.4266 loss_class_dn_1: 0.04752 loss_bbox_dn_1: 0.1249 loss_giou_dn_1: 0.3286 loss_class_dn_2: 0.03546 loss_bbox_dn_2: 0.1101 loss_giou_dn_2: 0.2965 loss_class_dn_3: 0.03047 loss_bbox_dn_3: 0.1061 loss_giou_dn_3: 0.2897 loss_class_dn_4: 0.0277 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2883 time: 1.1212 data_time: 0.0998 lr: 1e-05 max_mem: 43695M [05/22 02:43:02 d2.utils.events]: eta: 13:15:23 iter: 181749 total_loss: 7.481 loss_class: 0.2051 loss_bbox: 0.0892 loss_giou: 0.3327 loss_class_0: 0.2311 loss_bbox_0: 0.09907 loss_giou_0: 0.3515 loss_class_1: 0.2179 loss_bbox_1: 0.09282 loss_giou_1: 0.3402 loss_class_2: 0.2145 loss_bbox_2: 0.08976 loss_giou_2: 0.3356 loss_class_3: 0.2099 loss_bbox_3: 0.0885 loss_giou_3: 0.333 loss_class_4: 0.2046 loss_bbox_4: 0.0888 loss_giou_4: 0.3332 loss_class_enc: 0.2468 loss_bbox_enc: 0.1047 loss_giou_enc: 0.3661 loss_class_dn: 0.02779 loss_bbox_dn: 0.1042 loss_giou_dn: 0.292 loss_class_dn_0: 0.07997 loss_bbox_dn_0: 0.1737 loss_giou_dn_0: 0.4317 loss_class_dn_1: 0.0511 loss_bbox_dn_1: 0.1192 loss_giou_dn_1: 0.3321 loss_class_dn_2: 0.03837 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.2997 loss_class_dn_3: 0.03228 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.2938 loss_class_dn_4: 0.02862 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2919 time: 1.1212 data_time: 0.0986 lr: 1e-05 max_mem: 43695M [05/22 02:43:58 d2.utils.events]: eta: 13:14:06 iter: 181799 total_loss: 7.376 loss_class: 0.1992 loss_bbox: 0.09257 loss_giou: 0.321 loss_class_0: 0.2259 loss_bbox_0: 0.103 loss_giou_0: 0.3392 loss_class_1: 0.2141 loss_bbox_1: 0.09791 loss_giou_1: 0.3293 loss_class_2: 0.2083 loss_bbox_2: 0.09548 loss_giou_2: 0.3251 loss_class_3: 0.2042 loss_bbox_3: 0.09334 loss_giou_3: 0.323 loss_class_4: 0.2013 loss_bbox_4: 0.09257 loss_giou_4: 0.3225 loss_class_enc: 0.2438 loss_bbox_enc: 0.1113 loss_giou_enc: 0.3554 loss_class_dn: 0.02711 loss_bbox_dn: 0.1086 loss_giou_dn: 0.2828 loss_class_dn_0: 0.07791 loss_bbox_dn_0: 0.1875 loss_giou_dn_0: 0.4263 loss_class_dn_1: 0.04872 loss_bbox_dn_1: 0.1322 loss_giou_dn_1: 0.3214 loss_class_dn_2: 0.0359 loss_bbox_dn_2: 0.1137 loss_giou_dn_2: 0.2918 loss_class_dn_3: 0.0313 loss_bbox_dn_3: 0.1101 loss_giou_dn_3: 0.2843 loss_class_dn_4: 0.02829 loss_bbox_dn_4: 0.1086 loss_giou_dn_4: 0.2826 time: 1.1212 data_time: 0.0973 lr: 1e-05 max_mem: 43695M [05/22 02:44:57 d2.utils.events]: eta: 13:13:49 iter: 181849 total_loss: 7.479 loss_class: 0.2047 loss_bbox: 0.08913 loss_giou: 0.3223 loss_class_0: 0.2276 loss_bbox_0: 0.09928 loss_giou_0: 0.3406 loss_class_1: 0.2196 loss_bbox_1: 0.09374 loss_giou_1: 0.3319 loss_class_2: 0.2132 loss_bbox_2: 0.09115 loss_giou_2: 0.3261 loss_class_3: 0.2108 loss_bbox_3: 0.08976 loss_giou_3: 0.3225 loss_class_4: 0.2059 loss_bbox_4: 0.08922 loss_giou_4: 0.3226 loss_class_enc: 0.2434 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3558 loss_class_dn: 0.02785 loss_bbox_dn: 0.1019 loss_giou_dn: 0.2873 loss_class_dn_0: 0.07738 loss_bbox_dn_0: 0.1742 loss_giou_dn_0: 0.4239 loss_class_dn_1: 0.04817 loss_bbox_dn_1: 0.1203 loss_giou_dn_1: 0.3243 loss_class_dn_2: 0.03692 loss_bbox_dn_2: 0.1068 loss_giou_dn_2: 0.2945 loss_class_dn_3: 0.03205 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.2888 loss_class_dn_4: 0.02913 loss_bbox_dn_4: 0.1019 loss_giou_dn_4: 0.2872 time: 1.1212 data_time: 0.0958 lr: 1e-05 max_mem: 43695M [05/22 02:45:55 d2.utils.events]: eta: 13:13:17 iter: 181899 total_loss: 7.465 loss_class: 0.2007 loss_bbox: 0.09036 loss_giou: 0.3167 loss_class_0: 0.225 loss_bbox_0: 0.1032 loss_giou_0: 0.3429 loss_class_1: 0.215 loss_bbox_1: 0.09852 loss_giou_1: 0.3266 loss_class_2: 0.2087 loss_bbox_2: 0.09411 loss_giou_2: 0.3225 loss_class_3: 0.2059 loss_bbox_3: 0.09198 loss_giou_3: 0.3182 loss_class_4: 0.2026 loss_bbox_4: 0.09035 loss_giou_4: 0.3167 loss_class_enc: 0.239 loss_bbox_enc: 0.1121 loss_giou_enc: 0.3623 loss_class_dn: 0.02763 loss_bbox_dn: 0.1096 loss_giou_dn: 0.2863 loss_class_dn_0: 0.0752 loss_bbox_dn_0: 0.1934 loss_giou_dn_0: 0.4352 loss_class_dn_1: 0.04609 loss_bbox_dn_1: 0.1316 loss_giou_dn_1: 0.3271 loss_class_dn_2: 0.03666 loss_bbox_dn_2: 0.1156 loss_giou_dn_2: 0.296 loss_class_dn_3: 0.0324 loss_bbox_dn_3: 0.1114 loss_giou_dn_3: 0.2889 loss_class_dn_4: 0.02919 loss_bbox_dn_4: 0.1096 loss_giou_dn_4: 0.2862 time: 1.1212 data_time: 0.1009 lr: 1e-05 max_mem: 43695M [05/22 02:46:52 d2.utils.events]: eta: 13:12:40 iter: 181949 total_loss: 7.526 loss_class: 0.2031 loss_bbox: 0.08933 loss_giou: 0.3326 loss_class_0: 0.2267 loss_bbox_0: 0.101 loss_giou_0: 0.3508 loss_class_1: 0.215 loss_bbox_1: 0.09539 loss_giou_1: 0.3434 loss_class_2: 0.2096 loss_bbox_2: 0.09072 loss_giou_2: 0.3399 loss_class_3: 0.208 loss_bbox_3: 0.08993 loss_giou_3: 0.3344 loss_class_4: 0.2037 loss_bbox_4: 0.09007 loss_giou_4: 0.3326 loss_class_enc: 0.2441 loss_bbox_enc: 0.1061 loss_giou_enc: 0.3643 loss_class_dn: 0.0287 loss_bbox_dn: 0.1037 loss_giou_dn: 0.2923 loss_class_dn_0: 0.07628 loss_bbox_dn_0: 0.1817 loss_giou_dn_0: 0.4347 loss_class_dn_1: 0.04662 loss_bbox_dn_1: 0.1235 loss_giou_dn_1: 0.3311 loss_class_dn_2: 0.03629 loss_bbox_dn_2: 0.1084 loss_giou_dn_2: 0.3006 loss_class_dn_3: 0.03298 loss_bbox_dn_3: 0.1045 loss_giou_dn_3: 0.2941 loss_class_dn_4: 0.03001 loss_bbox_dn_4: 0.1037 loss_giou_dn_4: 0.2924 time: 1.1212 data_time: 0.0958 lr: 1e-05 max_mem: 43695M [05/22 02:47:49 d2.utils.events]: eta: 13:11:43 iter: 181999 total_loss: 7.408 loss_class: 0.1998 loss_bbox: 0.09038 loss_giou: 0.3245 loss_class_0: 0.2245 loss_bbox_0: 0.1002 loss_giou_0: 0.3419 loss_class_1: 0.2136 loss_bbox_1: 0.09373 loss_giou_1: 0.3298 loss_class_2: 0.2075 loss_bbox_2: 0.09172 loss_giou_2: 0.3271 loss_class_3: 0.2052 loss_bbox_3: 0.09061 loss_giou_3: 0.3246 loss_class_4: 0.2013 loss_bbox_4: 0.08996 loss_giou_4: 0.3228 loss_class_enc: 0.2422 loss_bbox_enc: 0.1058 loss_giou_enc: 0.3595 loss_class_dn: 0.02745 loss_bbox_dn: 0.1048 loss_giou_dn: 0.2917 loss_class_dn_0: 0.07777 loss_bbox_dn_0: 0.179 loss_giou_dn_0: 0.4352 loss_class_dn_1: 0.04873 loss_bbox_dn_1: 0.1277 loss_giou_dn_1: 0.3328 loss_class_dn_2: 0.03656 loss_bbox_dn_2: 0.1092 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.0315 loss_bbox_dn_3: 0.1057 loss_giou_dn_3: 0.2939 loss_class_dn_4: 0.02865 loss_bbox_dn_4: 0.1048 loss_giou_dn_4: 0.2917 time: 1.1212 data_time: 0.1021 lr: 1e-05 max_mem: 43695M [05/22 02:48:45 d2.utils.events]: eta: 13:10:35 iter: 182049 total_loss: 7.537 loss_class: 0.2062 loss_bbox: 0.0907 loss_giou: 0.3346 loss_class_0: 0.2284 loss_bbox_0: 0.09776 loss_giou_0: 0.3514 loss_class_1: 0.2193 loss_bbox_1: 0.09433 loss_giou_1: 0.3413 loss_class_2: 0.2143 loss_bbox_2: 0.09084 loss_giou_2: 0.3377 loss_class_3: 0.2113 loss_bbox_3: 0.09061 loss_giou_3: 0.3369 loss_class_4: 0.2084 loss_bbox_4: 0.09026 loss_giou_4: 0.3352 loss_class_enc: 0.2459 loss_bbox_enc: 0.1077 loss_giou_enc: 0.366 loss_class_dn: 0.02752 loss_bbox_dn: 0.1037 loss_giou_dn: 0.2933 loss_class_dn_0: 0.07848 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4369 loss_class_dn_1: 0.04838 loss_bbox_dn_1: 0.1254 loss_giou_dn_1: 0.3342 loss_class_dn_2: 0.03661 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.303 loss_class_dn_3: 0.03095 loss_bbox_dn_3: 0.1047 loss_giou_dn_3: 0.2955 loss_class_dn_4: 0.02824 loss_bbox_dn_4: 0.1038 loss_giou_dn_4: 0.2934 time: 1.1212 data_time: 0.0988 lr: 1e-05 max_mem: 43695M [05/22 02:49:41 d2.utils.events]: eta: 13:09:36 iter: 182099 total_loss: 7.404 loss_class: 0.1981 loss_bbox: 0.09286 loss_giou: 0.3231 loss_class_0: 0.2218 loss_bbox_0: 0.1008 loss_giou_0: 0.3405 loss_class_1: 0.2115 loss_bbox_1: 0.09574 loss_giou_1: 0.3295 loss_class_2: 0.2056 loss_bbox_2: 0.09291 loss_giou_2: 0.3253 loss_class_3: 0.2022 loss_bbox_3: 0.09101 loss_giou_3: 0.3234 loss_class_4: 0.1995 loss_bbox_4: 0.09259 loss_giou_4: 0.3223 loss_class_enc: 0.2398 loss_bbox_enc: 0.1079 loss_giou_enc: 0.3605 loss_class_dn: 0.02758 loss_bbox_dn: 0.1051 loss_giou_dn: 0.2899 loss_class_dn_0: 0.07809 loss_bbox_dn_0: 0.1774 loss_giou_dn_0: 0.4278 loss_class_dn_1: 0.0474 loss_bbox_dn_1: 0.1259 loss_giou_dn_1: 0.3254 loss_class_dn_2: 0.03562 loss_bbox_dn_2: 0.1094 loss_giou_dn_2: 0.2976 loss_class_dn_3: 0.03154 loss_bbox_dn_3: 0.1069 loss_giou_dn_3: 0.2913 loss_class_dn_4: 0.02829 loss_bbox_dn_4: 0.1052 loss_giou_dn_4: 0.2897 time: 1.1212 data_time: 0.1002 lr: 1e-05 max_mem: 43695M [05/22 02:50:38 d2.utils.events]: eta: 13:08:51 iter: 182149 total_loss: 7.486 loss_class: 0.2056 loss_bbox: 0.09198 loss_giou: 0.3359 loss_class_0: 0.2277 loss_bbox_0: 0.1014 loss_giou_0: 0.3556 loss_class_1: 0.2169 loss_bbox_1: 0.09658 loss_giou_1: 0.3431 loss_class_2: 0.2116 loss_bbox_2: 0.09411 loss_giou_2: 0.3405 loss_class_3: 0.2095 loss_bbox_3: 0.09341 loss_giou_3: 0.3349 loss_class_4: 0.2077 loss_bbox_4: 0.09234 loss_giou_4: 0.3346 loss_class_enc: 0.2429 loss_bbox_enc: 0.1085 loss_giou_enc: 0.3715 loss_class_dn: 0.02885 loss_bbox_dn: 0.1081 loss_giou_dn: 0.2963 loss_class_dn_0: 0.07925 loss_bbox_dn_0: 0.1829 loss_giou_dn_0: 0.4354 loss_class_dn_1: 0.04946 loss_bbox_dn_1: 0.1264 loss_giou_dn_1: 0.3333 loss_class_dn_2: 0.03922 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.3037 loss_class_dn_3: 0.0331 loss_bbox_dn_3: 0.1094 loss_giou_dn_3: 0.2974 loss_class_dn_4: 0.02991 loss_bbox_dn_4: 0.108 loss_giou_dn_4: 0.2963 time: 1.1212 data_time: 0.1013 lr: 1e-05 max_mem: 43695M [05/22 02:51:36 d2.utils.events]: eta: 13:07:56 iter: 182199 total_loss: 7.413 loss_class: 0.2031 loss_bbox: 0.09078 loss_giou: 0.3237 loss_class_0: 0.2271 loss_bbox_0: 0.102 loss_giou_0: 0.3423 loss_class_1: 0.2162 loss_bbox_1: 0.09514 loss_giou_1: 0.3321 loss_class_2: 0.2105 loss_bbox_2: 0.09152 loss_giou_2: 0.3275 loss_class_3: 0.2081 loss_bbox_3: 0.09132 loss_giou_3: 0.3238 loss_class_4: 0.2048 loss_bbox_4: 0.09083 loss_giou_4: 0.3227 loss_class_enc: 0.2456 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3553 loss_class_dn: 0.02663 loss_bbox_dn: 0.1074 loss_giou_dn: 0.287 loss_class_dn_0: 0.07636 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4247 loss_class_dn_1: 0.04695 loss_bbox_dn_1: 0.1279 loss_giou_dn_1: 0.3272 loss_class_dn_2: 0.0355 loss_bbox_dn_2: 0.1114 loss_giou_dn_2: 0.2974 loss_class_dn_3: 0.03055 loss_bbox_dn_3: 0.1077 loss_giou_dn_3: 0.2883 loss_class_dn_4: 0.02725 loss_bbox_dn_4: 0.1075 loss_giou_dn_4: 0.2868 time: 1.1212 data_time: 0.0985 lr: 1e-05 max_mem: 43695M [05/22 02:52:33 d2.utils.events]: eta: 13:06:50 iter: 182249 total_loss: 7.67 loss_class: 0.2082 loss_bbox: 0.09387 loss_giou: 0.3378 loss_class_0: 0.2302 loss_bbox_0: 0.1026 loss_giou_0: 0.3563 loss_class_1: 0.2199 loss_bbox_1: 0.09774 loss_giou_1: 0.3467 loss_class_2: 0.2151 loss_bbox_2: 0.09481 loss_giou_2: 0.3393 loss_class_3: 0.2122 loss_bbox_3: 0.09311 loss_giou_3: 0.3387 loss_class_4: 0.2087 loss_bbox_4: 0.09289 loss_giou_4: 0.3379 loss_class_enc: 0.2477 loss_bbox_enc: 0.1093 loss_giou_enc: 0.3695 loss_class_dn: 0.02892 loss_bbox_dn: 0.1081 loss_giou_dn: 0.2972 loss_class_dn_0: 0.07944 loss_bbox_dn_0: 0.1788 loss_giou_dn_0: 0.4404 loss_class_dn_1: 0.05112 loss_bbox_dn_1: 0.1272 loss_giou_dn_1: 0.3391 loss_class_dn_2: 0.03767 loss_bbox_dn_2: 0.1122 loss_giou_dn_2: 0.3083 loss_class_dn_3: 0.03285 loss_bbox_dn_3: 0.1089 loss_giou_dn_3: 0.2991 loss_class_dn_4: 0.03022 loss_bbox_dn_4: 0.1081 loss_giou_dn_4: 0.2969 time: 1.1212 data_time: 0.1029 lr: 1e-05 max_mem: 43695M [05/22 02:53:31 d2.utils.events]: eta: 13:06:31 iter: 182299 total_loss: 7.48 loss_class: 0.2052 loss_bbox: 0.09101 loss_giou: 0.3298 loss_class_0: 0.2267 loss_bbox_0: 0.1013 loss_giou_0: 0.3484 loss_class_1: 0.2162 loss_bbox_1: 0.09633 loss_giou_1: 0.3363 loss_class_2: 0.2126 loss_bbox_2: 0.09269 loss_giou_2: 0.3337 loss_class_3: 0.2093 loss_bbox_3: 0.09267 loss_giou_3: 0.3305 loss_class_4: 0.206 loss_bbox_4: 0.09141 loss_giou_4: 0.33 loss_class_enc: 0.2436 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3619 loss_class_dn: 0.02632 loss_bbox_dn: 0.1079 loss_giou_dn: 0.2944 loss_class_dn_0: 0.0774 loss_bbox_dn_0: 0.1856 loss_giou_dn_0: 0.4387 loss_class_dn_1: 0.04732 loss_bbox_dn_1: 0.1292 loss_giou_dn_1: 0.3342 loss_class_dn_2: 0.0361 loss_bbox_dn_2: 0.1123 loss_giou_dn_2: 0.3043 loss_class_dn_3: 0.03029 loss_bbox_dn_3: 0.1084 loss_giou_dn_3: 0.2967 loss_class_dn_4: 0.02769 loss_bbox_dn_4: 0.1079 loss_giou_dn_4: 0.2944 time: 1.1212 data_time: 0.0994 lr: 1e-05 max_mem: 43695M [05/22 02:54:28 d2.utils.events]: eta: 13:05:53 iter: 182349 total_loss: 7.464 loss_class: 0.1986 loss_bbox: 0.09094 loss_giou: 0.3361 loss_class_0: 0.2237 loss_bbox_0: 0.1004 loss_giou_0: 0.3557 loss_class_1: 0.2116 loss_bbox_1: 0.0946 loss_giou_1: 0.3447 loss_class_2: 0.2082 loss_bbox_2: 0.09178 loss_giou_2: 0.3398 loss_class_3: 0.204 loss_bbox_3: 0.09207 loss_giou_3: 0.3376 loss_class_4: 0.2001 loss_bbox_4: 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1.1214 data_time: 0.1052 lr: 1e-05 max_mem: 43695M [05/22 03:48:59 d2.utils.events]: eta: 12:14:32 iter: 185199 total_loss: 7.542 loss_class: 0.2119 loss_bbox: 0.09332 loss_giou: 0.3322 loss_class_0: 0.2357 loss_bbox_0: 0.1039 loss_giou_0: 0.3515 loss_class_1: 0.2245 loss_bbox_1: 0.09731 loss_giou_1: 0.3395 loss_class_2: 0.2191 loss_bbox_2: 0.09506 loss_giou_2: 0.3358 loss_class_3: 0.2168 loss_bbox_3: 0.09347 loss_giou_3: 0.3324 loss_class_4: 0.2132 loss_bbox_4: 0.09289 loss_giou_4: 0.3312 loss_class_enc: 0.2544 loss_bbox_enc: 0.1119 loss_giou_enc: 0.3689 loss_class_dn: 0.02639 loss_bbox_dn: 0.1033 loss_giou_dn: 0.2928 loss_class_dn_0: 0.08105 loss_bbox_dn_0: 0.1804 loss_giou_dn_0: 0.4381 loss_class_dn_1: 0.04965 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3353 loss_class_dn_2: 0.03581 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.3033 loss_class_dn_3: 0.0305 loss_bbox_dn_3: 0.1045 loss_giou_dn_3: 0.2951 loss_class_dn_4: 0.02734 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.2926 time: 1.1214 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d2.utils.events]: eta: 12:09:55 iter: 185449 total_loss: 7.572 loss_class: 0.2 loss_bbox: 0.09331 loss_giou: 0.3382 loss_class_0: 0.2246 loss_bbox_0: 0.1036 loss_giou_0: 0.3558 loss_class_1: 0.2142 loss_bbox_1: 0.09747 loss_giou_1: 0.3458 loss_class_2: 0.2083 loss_bbox_2: 0.09477 loss_giou_2: 0.34 loss_class_3: 0.2034 loss_bbox_3: 0.0937 loss_giou_3: 0.3399 loss_class_4: 0.2004 loss_bbox_4: 0.09331 loss_giou_4: 0.3387 loss_class_enc: 0.242 loss_bbox_enc: 0.1121 loss_giou_enc: 0.37 loss_class_dn: 0.02616 loss_bbox_dn: 0.1048 loss_giou_dn: 0.299 loss_class_dn_0: 0.07495 loss_bbox_dn_0: 0.1784 loss_giou_dn_0: 0.4414 loss_class_dn_1: 0.04384 loss_bbox_dn_1: 0.1252 loss_giou_dn_1: 0.3382 loss_class_dn_2: 0.03413 loss_bbox_dn_2: 0.1079 loss_giou_dn_2: 0.3084 loss_class_dn_3: 0.02911 loss_bbox_dn_3: 0.1053 loss_giou_dn_3: 0.3006 loss_class_dn_4: 0.02729 loss_bbox_dn_4: 0.1048 loss_giou_dn_4: 0.2993 time: 1.1215 data_time: 0.1031 lr: 1e-05 max_mem: 43695M [05/22 03:54:40 d2.utils.events]: eta: 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total_loss: 7.586 loss_class: 0.196 loss_bbox: 0.09192 loss_giou: 0.3326 loss_class_0: 0.2225 loss_bbox_0: 0.1014 loss_giou_0: 0.3516 loss_class_1: 0.2138 loss_bbox_1: 0.09543 loss_giou_1: 0.3407 loss_class_2: 0.2075 loss_bbox_2: 0.09278 loss_giou_2: 0.3382 loss_class_3: 0.2019 loss_bbox_3: 0.09228 loss_giou_3: 0.3328 loss_class_4: 0.1976 loss_bbox_4: 0.09114 loss_giou_4: 0.3329 loss_class_enc: 0.2385 loss_bbox_enc: 0.1077 loss_giou_enc: 0.3653 loss_class_dn: 0.02647 loss_bbox_dn: 0.1089 loss_giou_dn: 0.2948 loss_class_dn_0: 0.07709 loss_bbox_dn_0: 0.1877 loss_giou_dn_0: 0.43 loss_class_dn_1: 0.04642 loss_bbox_dn_1: 0.1294 loss_giou_dn_1: 0.3308 loss_class_dn_2: 0.03462 loss_bbox_dn_2: 0.1141 loss_giou_dn_2: 0.3029 loss_class_dn_3: 0.03116 loss_bbox_dn_3: 0.1103 loss_giou_dn_3: 0.2962 loss_class_dn_4: 0.02747 loss_bbox_dn_4: 0.1088 loss_giou_dn_4: 0.2948 time: 1.1215 data_time: 0.1013 lr: 1e-05 max_mem: 43695M [05/22 03:56:34 d2.utils.events]: eta: 12:07:35 iter: 185599 total_loss: 7.607 loss_class: 0.1994 loss_bbox: 0.09416 loss_giou: 0.3341 loss_class_0: 0.2212 loss_bbox_0: 0.1051 loss_giou_0: 0.3519 loss_class_1: 0.2137 loss_bbox_1: 0.09875 loss_giou_1: 0.3444 loss_class_2: 0.2086 loss_bbox_2: 0.09552 loss_giou_2: 0.3375 loss_class_3: 0.2053 loss_bbox_3: 0.0943 loss_giou_3: 0.3352 loss_class_4: 0.2013 loss_bbox_4: 0.0937 loss_giou_4: 0.3351 loss_class_enc: 0.2404 loss_bbox_enc: 0.1111 loss_giou_enc: 0.3704 loss_class_dn: 0.02523 loss_bbox_dn: 0.111 loss_giou_dn: 0.2949 loss_class_dn_0: 0.07893 loss_bbox_dn_0: 0.1853 loss_giou_dn_0: 0.4384 loss_class_dn_1: 0.04949 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.3359 loss_class_dn_2: 0.03416 loss_bbox_dn_2: 0.1136 loss_giou_dn_2: 0.3039 loss_class_dn_3: 0.0293 loss_bbox_dn_3: 0.1113 loss_giou_dn_3: 0.2972 loss_class_dn_4: 0.02616 loss_bbox_dn_4: 0.1109 loss_giou_dn_4: 0.2949 time: 1.1215 data_time: 0.0983 lr: 1e-05 max_mem: 43695M [05/22 03:57:34 d2.utils.events]: eta: 12:06:33 iter: 185649 total_loss: 7.439 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0.2241 loss_bbox_0: 0.09867 loss_giou_0: 0.3484 loss_class_1: 0.216 loss_bbox_1: 0.09347 loss_giou_1: 0.3378 loss_class_2: 0.209 loss_bbox_2: 0.09163 loss_giou_2: 0.3331 loss_class_3: 0.2073 loss_bbox_3: 0.08961 loss_giou_3: 0.3307 loss_class_4: 0.2046 loss_bbox_4: 0.08953 loss_giou_4: 0.3286 loss_class_enc: 0.241 loss_bbox_enc: 0.1064 loss_giou_enc: 0.3634 loss_class_dn: 0.02692 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2911 loss_class_dn_0: 0.07678 loss_bbox_dn_0: 0.1811 loss_giou_dn_0: 0.4364 loss_class_dn_1: 0.04608 loss_bbox_dn_1: 0.1257 loss_giou_dn_1: 0.3319 loss_class_dn_2: 0.03647 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.3014 loss_class_dn_3: 0.03078 loss_bbox_dn_3: 0.1064 loss_giou_dn_3: 0.2931 loss_class_dn_4: 0.02765 loss_bbox_dn_4: 0.1057 loss_giou_dn_4: 0.2911 time: 1.1215 data_time: 0.1068 lr: 1e-05 max_mem: 43695M [05/22 04:03:18 d2.utils.events]: eta: 12:01:48 iter: 185949 total_loss: 7.544 loss_class: 0.2014 loss_bbox: 0.08957 loss_giou: 0.325 loss_class_0: 0.2243 loss_bbox_0: 0.1015 loss_giou_0: 0.3478 loss_class_1: 0.2134 loss_bbox_1: 0.09498 loss_giou_1: 0.3376 loss_class_2: 0.2087 loss_bbox_2: 0.09246 loss_giou_2: 0.3289 loss_class_3: 0.2071 loss_bbox_3: 0.0903 loss_giou_3: 0.326 loss_class_4: 0.2032 loss_bbox_4: 0.08931 loss_giou_4: 0.324 loss_class_enc: 0.2413 loss_bbox_enc: 0.107 loss_giou_enc: 0.3612 loss_class_dn: 0.02907 loss_bbox_dn: 0.1066 loss_giou_dn: 0.2923 loss_class_dn_0: 0.08083 loss_bbox_dn_0: 0.185 loss_giou_dn_0: 0.4359 loss_class_dn_1: 0.04831 loss_bbox_dn_1: 0.1277 loss_giou_dn_1: 0.335 loss_class_dn_2: 0.03748 loss_bbox_dn_2: 0.1118 loss_giou_dn_2: 0.3015 loss_class_dn_3: 0.03365 loss_bbox_dn_3: 0.1083 loss_giou_dn_3: 0.2945 loss_class_dn_4: 0.02984 loss_bbox_dn_4: 0.1066 loss_giou_dn_4: 0.2925 time: 1.1215 data_time: 0.1163 lr: 1e-05 max_mem: 43695M [05/22 04:04:15 d2.utils.events]: eta: 12:00:48 iter: 185999 total_loss: 7.541 loss_class: 0.2014 loss_bbox: 0.09007 loss_giou: 0.3324 loss_class_0: 0.2264 loss_bbox_0: 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loss_class_1: 0.2141 loss_bbox_1: 0.09522 loss_giou_1: 0.3429 loss_class_2: 0.2102 loss_bbox_2: 0.09361 loss_giou_2: 0.3388 loss_class_3: 0.2072 loss_bbox_3: 0.09206 loss_giou_3: 0.3343 loss_class_4: 0.2035 loss_bbox_4: 0.09138 loss_giou_4: 0.3334 loss_class_enc: 0.2406 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3687 loss_class_dn: 0.02653 loss_bbox_dn: 0.1061 loss_giou_dn: 0.298 loss_class_dn_0: 0.0781 loss_bbox_dn_0: 0.1799 loss_giou_dn_0: 0.4354 loss_class_dn_1: 0.04784 loss_bbox_dn_1: 0.127 loss_giou_dn_1: 0.3364 loss_class_dn_2: 0.03605 loss_bbox_dn_2: 0.1111 loss_giou_dn_2: 0.3048 loss_class_dn_3: 0.03015 loss_bbox_dn_3: 0.1078 loss_giou_dn_3: 0.3003 loss_class_dn_4: 0.02757 loss_bbox_dn_4: 0.1061 loss_giou_dn_4: 0.2982 time: 1.1215 data_time: 0.1005 lr: 1e-05 max_mem: 43695M [05/22 04:08:10 d2.utils.events]: eta: 11:56:16 iter: 186199 total_loss: 7.395 loss_class: 0.202 loss_bbox: 0.09046 loss_giou: 0.3229 loss_class_0: 0.2262 loss_bbox_0: 0.1016 loss_giou_0: 0.3429 loss_class_1: 0.2156 loss_bbox_1: 0.09383 loss_giou_1: 0.3305 loss_class_2: 0.2098 loss_bbox_2: 0.09179 loss_giou_2: 0.3249 loss_class_3: 0.2067 loss_bbox_3: 0.09012 loss_giou_3: 0.3225 loss_class_4: 0.2044 loss_bbox_4: 0.09032 loss_giou_4: 0.3217 loss_class_enc: 0.2399 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3586 loss_class_dn: 0.02671 loss_bbox_dn: 0.1068 loss_giou_dn: 0.2854 loss_class_dn_0: 0.07643 loss_bbox_dn_0: 0.1867 loss_giou_dn_0: 0.426 loss_class_dn_1: 0.04677 loss_bbox_dn_1: 0.1306 loss_giou_dn_1: 0.3223 loss_class_dn_2: 0.0355 loss_bbox_dn_2: 0.1116 loss_giou_dn_2: 0.2941 loss_class_dn_3: 0.03059 loss_bbox_dn_3: 0.108 loss_giou_dn_3: 0.2872 loss_class_dn_4: 0.02769 loss_bbox_dn_4: 0.1068 loss_giou_dn_4: 0.2852 time: 1.1215 data_time: 0.0952 lr: 1e-05 max_mem: 43695M [05/22 04:09:06 d2.utils.events]: eta: 11:55:42 iter: 186249 total_loss: 7.502 loss_class: 0.2029 loss_bbox: 0.08921 loss_giou: 0.3395 loss_class_0: 0.2277 loss_bbox_0: 0.1007 loss_giou_0: 0.3545 loss_class_1: 0.2174 loss_bbox_1: 0.09468 loss_giou_1: 0.3477 loss_class_2: 0.2117 loss_bbox_2: 0.09255 loss_giou_2: 0.3448 loss_class_3: 0.2092 loss_bbox_3: 0.091 loss_giou_3: 0.3424 loss_class_4: 0.205 loss_bbox_4: 0.08988 loss_giou_4: 0.34 loss_class_enc: 0.243 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3693 loss_class_dn: 0.03068 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2937 loss_class_dn_0: 0.08074 loss_bbox_dn_0: 0.1726 loss_giou_dn_0: 0.4337 loss_class_dn_1: 0.0506 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3323 loss_class_dn_2: 0.03897 loss_bbox_dn_2: 0.1078 loss_giou_dn_2: 0.3015 loss_class_dn_3: 0.03461 loss_bbox_dn_3: 0.1054 loss_giou_dn_3: 0.2954 loss_class_dn_4: 0.03182 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2937 time: 1.1215 data_time: 0.1002 lr: 1e-05 max_mem: 43695M [05/22 04:10:09 d2.utils.events]: eta: 11:54:51 iter: 186299 total_loss: 7.583 loss_class: 0.2043 loss_bbox: 0.09075 loss_giou: 0.3343 loss_class_0: 0.2283 loss_bbox_0: 0.1004 loss_giou_0: 0.3524 loss_class_1: 0.2168 loss_bbox_1: 0.09478 loss_giou_1: 0.343 loss_class_2: 0.2123 loss_bbox_2: 0.09323 loss_giou_2: 0.3368 loss_class_3: 0.2086 loss_bbox_3: 0.09248 loss_giou_3: 0.335 loss_class_4: 0.2049 loss_bbox_4: 0.09127 loss_giou_4: 0.3342 loss_class_enc: 0.2463 loss_bbox_enc: 0.1073 loss_giou_enc: 0.3666 loss_class_dn: 0.02869 loss_bbox_dn: 0.1036 loss_giou_dn: 0.2987 loss_class_dn_0: 0.0799 loss_bbox_dn_0: 0.1796 loss_giou_dn_0: 0.4346 loss_class_dn_1: 0.05084 loss_bbox_dn_1: 0.1249 loss_giou_dn_1: 0.3369 loss_class_dn_2: 0.03807 loss_bbox_dn_2: 0.1084 loss_giou_dn_2: 0.3084 loss_class_dn_3: 0.03302 loss_bbox_dn_3: 0.1048 loss_giou_dn_3: 0.3011 loss_class_dn_4: 0.02986 loss_bbox_dn_4: 0.1036 loss_giou_dn_4: 0.2988 time: 1.1215 data_time: 0.1122 lr: 1e-05 max_mem: 43695M [05/22 04:11:06 d2.utils.events]: eta: 11:53:41 iter: 186349 total_loss: 7.374 loss_class: 0.2034 loss_bbox: 0.09009 loss_giou: 0.325 loss_class_0: 0.224 loss_bbox_0: 0.1009 loss_giou_0: 0.3432 loss_class_1: 0.2159 loss_bbox_1: 0.09554 loss_giou_1: 0.3337 loss_class_2: 0.2109 loss_bbox_2: 0.0921 loss_giou_2: 0.3284 loss_class_3: 0.2087 loss_bbox_3: 0.09029 loss_giou_3: 0.3256 loss_class_4: 0.2051 loss_bbox_4: 0.08964 loss_giou_4: 0.325 loss_class_enc: 0.2413 loss_bbox_enc: 0.1068 loss_giou_enc: 0.3543 loss_class_dn: 0.02682 loss_bbox_dn: 0.1041 loss_giou_dn: 0.282 loss_class_dn_0: 0.07323 loss_bbox_dn_0: 0.1797 loss_giou_dn_0: 0.4222 loss_class_dn_1: 0.04538 loss_bbox_dn_1: 0.1253 loss_giou_dn_1: 0.321 loss_class_dn_2: 0.03504 loss_bbox_dn_2: 0.1084 loss_giou_dn_2: 0.2898 loss_class_dn_3: 0.03046 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.2831 loss_class_dn_4: 0.02737 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.2815 time: 1.1215 data_time: 0.1022 lr: 1e-05 max_mem: 43695M [05/22 04:12:05 d2.utils.events]: eta: 11:52:51 iter: 186399 total_loss: 7.313 loss_class: 0.1968 loss_bbox: 0.0881 loss_giou: 0.3303 loss_class_0: 0.2212 loss_bbox_0: 0.09923 loss_giou_0: 0.3456 loss_class_1: 0.2093 loss_bbox_1: 0.09238 loss_giou_1: 0.3389 loss_class_2: 0.2031 loss_bbox_2: 0.0898 loss_giou_2: 0.3352 loss_class_3: 0.2021 loss_bbox_3: 0.08778 loss_giou_3: 0.3313 loss_class_4: 0.1975 loss_bbox_4: 0.08814 loss_giou_4: 0.3297 loss_class_enc: 0.2393 loss_bbox_enc: 0.104 loss_giou_enc: 0.3666 loss_class_dn: 0.02419 loss_bbox_dn: 0.101 loss_giou_dn: 0.2862 loss_class_dn_0: 0.07235 loss_bbox_dn_0: 0.176 loss_giou_dn_0: 0.4261 loss_class_dn_1: 0.04355 loss_bbox_dn_1: 0.1199 loss_giou_dn_1: 0.325 loss_class_dn_2: 0.03325 loss_bbox_dn_2: 0.1045 loss_giou_dn_2: 0.2955 loss_class_dn_3: 0.02806 loss_bbox_dn_3: 0.1017 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.02524 loss_bbox_dn_4: 0.101 loss_giou_dn_4: 0.2861 time: 1.1215 data_time: 0.0958 lr: 1e-05 max_mem: 43695M [05/22 04:13:02 d2.utils.events]: eta: 11:51:50 iter: 186449 total_loss: 7.46 loss_class: 0.2019 loss_bbox: 0.08814 loss_giou: 0.3411 loss_class_0: 0.2259 loss_bbox_0: 0.09876 loss_giou_0: 0.3602 loss_class_1: 0.2146 loss_bbox_1: 0.09231 loss_giou_1: 0.3487 loss_class_2: 0.2099 loss_bbox_2: 0.09023 loss_giou_2: 0.3454 loss_class_3: 0.2061 loss_bbox_3: 0.08917 loss_giou_3: 0.3435 loss_class_4: 0.2022 loss_bbox_4: 0.08846 loss_giou_4: 0.3406 loss_class_enc: 0.2413 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3758 loss_class_dn: 0.02604 loss_bbox_dn: 0.1015 loss_giou_dn: 0.292 loss_class_dn_0: 0.07808 loss_bbox_dn_0: 0.1757 loss_giou_dn_0: 0.4288 loss_class_dn_1: 0.04554 loss_bbox_dn_1: 0.1243 loss_giou_dn_1: 0.3317 loss_class_dn_2: 0.03432 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.3007 loss_class_dn_3: 0.02961 loss_bbox_dn_3: 0.1031 loss_giou_dn_3: 0.2936 loss_class_dn_4: 0.02699 loss_bbox_dn_4: 0.1015 loss_giou_dn_4: 0.2921 time: 1.1215 data_time: 0.0889 lr: 1e-05 max_mem: 43695M [05/22 04:13:59 d2.utils.events]: eta: 11:51:00 iter: 186499 total_loss: 7.539 loss_class: 0.2027 loss_bbox: 0.09625 loss_giou: 0.3343 loss_class_0: 0.2271 loss_bbox_0: 0.1048 loss_giou_0: 0.3507 loss_class_1: 0.2168 loss_bbox_1: 0.1006 loss_giou_1: 0.3402 loss_class_2: 0.2089 loss_bbox_2: 0.09837 loss_giou_2: 0.3357 loss_class_3: 0.2045 loss_bbox_3: 0.09724 loss_giou_3: 0.3348 loss_class_4: 0.203 loss_bbox_4: 0.09641 loss_giou_4: 0.3344 loss_class_enc: 0.2402 loss_bbox_enc: 0.1128 loss_giou_enc: 0.3667 loss_class_dn: 0.02805 loss_bbox_dn: 0.1098 loss_giou_dn: 0.2943 loss_class_dn_0: 0.0792 loss_bbox_dn_0: 0.1883 loss_giou_dn_0: 0.4348 loss_class_dn_1: 0.0484 loss_bbox_dn_1: 0.1322 loss_giou_dn_1: 0.336 loss_class_dn_2: 0.03591 loss_bbox_dn_2: 0.1141 loss_giou_dn_2: 0.3037 loss_class_dn_3: 0.03089 loss_bbox_dn_3: 0.111 loss_giou_dn_3: 0.2969 loss_class_dn_4: 0.02852 loss_bbox_dn_4: 0.1097 loss_giou_dn_4: 0.2943 time: 1.1215 data_time: 0.1032 lr: 1e-05 max_mem: 43695M [05/22 04:14:57 d2.utils.events]: eta: 11:49:48 iter: 186549 total_loss: 7.379 loss_class: 0.2004 loss_bbox: 0.091 loss_giou: 0.3282 loss_class_0: 0.227 loss_bbox_0: 0.1001 loss_giou_0: 0.3503 loss_class_1: 0.2165 loss_bbox_1: 0.09556 loss_giou_1: 0.3334 loss_class_2: 0.209 loss_bbox_2: 0.09252 loss_giou_2: 0.33 loss_class_3: 0.2064 loss_bbox_3: 0.09184 loss_giou_3: 0.33 loss_class_4: 0.2023 loss_bbox_4: 0.09069 loss_giou_4: 0.3284 loss_class_enc: 0.2414 loss_bbox_enc: 0.1071 loss_giou_enc: 0.367 loss_class_dn: 0.02875 loss_bbox_dn: 0.09837 loss_giou_dn: 0.2926 loss_class_dn_0: 0.07944 loss_bbox_dn_0: 0.171 loss_giou_dn_0: 0.4306 loss_class_dn_1: 0.05045 loss_bbox_dn_1: 0.1172 loss_giou_dn_1: 0.3304 loss_class_dn_2: 0.03632 loss_bbox_dn_2: 0.1026 loss_giou_dn_2: 0.3026 loss_class_dn_3: 0.03295 loss_bbox_dn_3: 0.09934 loss_giou_dn_3: 0.2949 loss_class_dn_4: 0.02967 loss_bbox_dn_4: 0.09838 loss_giou_dn_4: 0.2925 time: 1.1215 data_time: 0.0974 lr: 1e-05 max_mem: 43695M [05/22 04:15:55 d2.utils.events]: eta: 11:48:52 iter: 186599 total_loss: 7.603 loss_class: 0.2004 loss_bbox: 0.09273 loss_giou: 0.3309 loss_class_0: 0.2245 loss_bbox_0: 0.1039 loss_giou_0: 0.352 loss_class_1: 0.2137 loss_bbox_1: 0.09672 loss_giou_1: 0.3394 loss_class_2: 0.209 loss_bbox_2: 0.09461 loss_giou_2: 0.3349 loss_class_3: 0.2063 loss_bbox_3: 0.09305 loss_giou_3: 0.3312 loss_class_4: 0.2019 loss_bbox_4: 0.09286 loss_giou_4: 0.3313 loss_class_enc: 0.2369 loss_bbox_enc: 0.1092 loss_giou_enc: 0.3684 loss_class_dn: 0.02886 loss_bbox_dn: 0.1081 loss_giou_dn: 0.2948 loss_class_dn_0: 0.0798 loss_bbox_dn_0: 0.1815 loss_giou_dn_0: 0.4367 loss_class_dn_1: 0.04991 loss_bbox_dn_1: 0.1286 loss_giou_dn_1: 0.3339 loss_class_dn_2: 0.03876 loss_bbox_dn_2: 0.112 loss_giou_dn_2: 0.3022 loss_class_dn_3: 0.03291 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.2964 loss_class_dn_4: 0.02977 loss_bbox_dn_4: 0.1081 loss_giou_dn_4: 0.2946 time: 1.1216 data_time: 0.1029 lr: 1e-05 max_mem: 43695M [05/22 04:16:53 d2.utils.events]: eta: 11:48:22 iter: 186649 total_loss: 7.418 loss_class: 0.2023 loss_bbox: 0.09189 loss_giou: 0.3281 loss_class_0: 0.2274 loss_bbox_0: 0.1012 loss_giou_0: 0.3471 loss_class_1: 0.2158 loss_bbox_1: 0.09652 loss_giou_1: 0.339 loss_class_2: 0.2106 loss_bbox_2: 0.09366 loss_giou_2: 0.3332 loss_class_3: 0.2064 loss_bbox_3: 0.0921 loss_giou_3: 0.3293 loss_class_4: 0.2035 loss_bbox_4: 0.09182 loss_giou_4: 0.3279 loss_class_enc: 0.2455 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3596 loss_class_dn: 0.02566 loss_bbox_dn: 0.1068 loss_giou_dn: 0.2917 loss_class_dn_0: 0.07754 loss_bbox_dn_0: 0.1811 loss_giou_dn_0: 0.4287 loss_class_dn_1: 0.04496 loss_bbox_dn_1: 0.1253 loss_giou_dn_1: 0.3302 loss_class_dn_2: 0.03377 loss_bbox_dn_2: 0.1105 loss_giou_dn_2: 0.3005 loss_class_dn_3: 0.02838 loss_bbox_dn_3: 0.1076 loss_giou_dn_3: 0.2941 loss_class_dn_4: 0.02595 loss_bbox_dn_4: 0.1068 loss_giou_dn_4: 0.2918 time: 1.1216 data_time: 0.0946 lr: 1e-05 max_mem: 43695M [05/22 04:17:50 d2.utils.events]: eta: 11:47:41 iter: 186699 total_loss: 7.406 loss_class: 0.1966 loss_bbox: 0.09237 loss_giou: 0.3151 loss_class_0: 0.221 loss_bbox_0: 0.1015 loss_giou_0: 0.3358 loss_class_1: 0.2099 loss_bbox_1: 0.09685 loss_giou_1: 0.3245 loss_class_2: 0.2062 loss_bbox_2: 0.09347 loss_giou_2: 0.3202 loss_class_3: 0.2023 loss_bbox_3: 0.0927 loss_giou_3: 0.3158 loss_class_4: 0.1968 loss_bbox_4: 0.09265 loss_giou_4: 0.3155 loss_class_enc: 0.243 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3509 loss_class_dn: 0.02708 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2837 loss_class_dn_0: 0.07686 loss_bbox_dn_0: 0.1843 loss_giou_dn_0: 0.4206 loss_class_dn_1: 0.04786 loss_bbox_dn_1: 0.1251 loss_giou_dn_1: 0.3188 loss_class_dn_2: 0.03541 loss_bbox_dn_2: 0.111 loss_giou_dn_2: 0.2932 loss_class_dn_3: 0.03033 loss_bbox_dn_3: 0.1071 loss_giou_dn_3: 0.2855 loss_class_dn_4: 0.02787 loss_bbox_dn_4: 0.1057 loss_giou_dn_4: 0.2837 time: 1.1216 data_time: 0.1021 lr: 1e-05 max_mem: 43695M [05/22 04:18:48 d2.utils.events]: eta: 11:47:02 iter: 186749 total_loss: 7.536 loss_class: 0.2011 loss_bbox: 0.09169 loss_giou: 0.3353 loss_class_0: 0.2227 loss_bbox_0: 0.1018 loss_giou_0: 0.356 loss_class_1: 0.2142 loss_bbox_1: 0.09575 loss_giou_1: 0.3429 loss_class_2: 0.2078 loss_bbox_2: 0.09317 loss_giou_2: 0.3398 loss_class_3: 0.2059 loss_bbox_3: 0.09115 loss_giou_3: 0.3379 loss_class_4: 0.2028 loss_bbox_4: 0.09189 loss_giou_4: 0.3355 loss_class_enc: 0.2432 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3671 loss_class_dn: 0.02583 loss_bbox_dn: 0.1071 loss_giou_dn: 0.2951 loss_class_dn_0: 0.07521 loss_bbox_dn_0: 0.1837 loss_giou_dn_0: 0.4365 loss_class_dn_1: 0.04644 loss_bbox_dn_1: 0.1286 loss_giou_dn_1: 0.3364 loss_class_dn_2: 0.03435 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.3052 loss_class_dn_3: 0.02971 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.2974 loss_class_dn_4: 0.02653 loss_bbox_dn_4: 0.1071 loss_giou_dn_4: 0.2949 time: 1.1216 data_time: 0.0987 lr: 1e-05 max_mem: 43695M [05/22 04:19:44 d2.utils.events]: eta: 11:45:16 iter: 186799 total_loss: 7.545 loss_class: 0.2031 loss_bbox: 0.09257 loss_giou: 0.3338 loss_class_0: 0.2283 loss_bbox_0: 0.1014 loss_giou_0: 0.3506 loss_class_1: 0.2165 loss_bbox_1: 0.0975 loss_giou_1: 0.3378 loss_class_2: 0.2092 loss_bbox_2: 0.09481 loss_giou_2: 0.3377 loss_class_3: 0.2079 loss_bbox_3: 0.09264 loss_giou_3: 0.3353 loss_class_4: 0.2049 loss_bbox_4: 0.09273 loss_giou_4: 0.3344 loss_class_enc: 0.2433 loss_bbox_enc: 0.1059 loss_giou_enc: 0.3656 loss_class_dn: 0.02727 loss_bbox_dn: 0.102 loss_giou_dn: 0.2953 loss_class_dn_0: 0.07363 loss_bbox_dn_0: 0.1714 loss_giou_dn_0: 0.4406 loss_class_dn_1: 0.04745 loss_bbox_dn_1: 0.1197 loss_giou_dn_1: 0.3366 loss_class_dn_2: 0.03547 loss_bbox_dn_2: 0.1054 loss_giou_dn_2: 0.3043 loss_class_dn_3: 0.03038 loss_bbox_dn_3: 0.1024 loss_giou_dn_3: 0.2973 loss_class_dn_4: 0.02785 loss_bbox_dn_4: 0.102 loss_giou_dn_4: 0.2953 time: 1.1216 data_time: 0.1008 lr: 1e-05 max_mem: 43695M [05/22 04:20:41 d2.utils.events]: eta: 11:43:47 iter: 186849 total_loss: 7.416 loss_class: 0.2039 loss_bbox: 0.09467 loss_giou: 0.322 loss_class_0: 0.226 loss_bbox_0: 0.1017 loss_giou_0: 0.341 loss_class_1: 0.2144 loss_bbox_1: 0.09738 loss_giou_1: 0.3292 loss_class_2: 0.2108 loss_bbox_2: 0.09559 loss_giou_2: 0.3257 loss_class_3: 0.2075 loss_bbox_3: 0.0951 loss_giou_3: 0.3224 loss_class_4: 0.2046 loss_bbox_4: 0.09437 loss_giou_4: 0.3213 loss_class_enc: 0.2464 loss_bbox_enc: 0.1091 loss_giou_enc: 0.3549 loss_class_dn: 0.02827 loss_bbox_dn: 0.1082 loss_giou_dn: 0.2862 loss_class_dn_0: 0.0749 loss_bbox_dn_0: 0.1833 loss_giou_dn_0: 0.4266 loss_class_dn_1: 0.04591 loss_bbox_dn_1: 0.1282 loss_giou_dn_1: 0.3276 loss_class_dn_2: 0.03663 loss_bbox_dn_2: 0.1133 loss_giou_dn_2: 0.295 loss_class_dn_3: 0.03207 loss_bbox_dn_3: 0.1095 loss_giou_dn_3: 0.2878 loss_class_dn_4: 0.0287 loss_bbox_dn_4: 0.1082 loss_giou_dn_4: 0.2856 time: 1.1216 data_time: 0.1012 lr: 1e-05 max_mem: 43695M [05/22 04:21:38 d2.utils.events]: eta: 11:42:23 iter: 186899 total_loss: 7.499 loss_class: 0.2051 loss_bbox: 0.09393 loss_giou: 0.3273 loss_class_0: 0.2285 loss_bbox_0: 0.1052 loss_giou_0: 0.3436 loss_class_1: 0.2189 loss_bbox_1: 0.09801 loss_giou_1: 0.3359 loss_class_2: 0.2117 loss_bbox_2: 0.0949 loss_giou_2: 0.3317 loss_class_3: 0.2094 loss_bbox_3: 0.09429 loss_giou_3: 0.3296 loss_class_4: 0.2067 loss_bbox_4: 0.09369 loss_giou_4: 0.328 loss_class_enc: 0.2439 loss_bbox_enc: 0.1122 loss_giou_enc: 0.3657 loss_class_dn: 0.0277 loss_bbox_dn: 0.1122 loss_giou_dn: 0.293 loss_class_dn_0: 0.07712 loss_bbox_dn_0: 0.1876 loss_giou_dn_0: 0.4307 loss_class_dn_1: 0.04711 loss_bbox_dn_1: 0.1326 loss_giou_dn_1: 0.3302 loss_class_dn_2: 0.0359 loss_bbox_dn_2: 0.1166 loss_giou_dn_2: 0.3017 loss_class_dn_3: 0.03081 loss_bbox_dn_3: 0.1139 loss_giou_dn_3: 0.2949 loss_class_dn_4: 0.02851 loss_bbox_dn_4: 0.1122 loss_giou_dn_4: 0.2928 time: 1.1216 data_time: 0.0926 lr: 1e-05 max_mem: 43695M [05/22 04:22:35 d2.utils.events]: eta: 11:41:38 iter: 186949 total_loss: 7.635 loss_class: 0.2037 loss_bbox: 0.09169 loss_giou: 0.3342 loss_class_0: 0.2308 loss_bbox_0: 0.1022 loss_giou_0: 0.3593 loss_class_1: 0.2182 loss_bbox_1: 0.09736 loss_giou_1: 0.3485 loss_class_2: 0.2133 loss_bbox_2: 0.09275 loss_giou_2: 0.3395 loss_class_3: 0.2085 loss_bbox_3: 0.09163 loss_giou_3: 0.3365 loss_class_4: 0.2053 loss_bbox_4: 0.09122 loss_giou_4: 0.336 loss_class_enc: 0.2462 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3746 loss_class_dn: 0.02835 loss_bbox_dn: 0.1033 loss_giou_dn: 0.3007 loss_class_dn_0: 0.08027 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4353 loss_class_dn_1: 0.05152 loss_bbox_dn_1: 0.1264 loss_giou_dn_1: 0.3365 loss_class_dn_2: 0.03959 loss_bbox_dn_2: 0.1094 loss_giou_dn_2: 0.3077 loss_class_dn_3: 0.03385 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.3018 loss_class_dn_4: 0.02986 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.3003 time: 1.1216 data_time: 0.1100 lr: 1e-05 max_mem: 43695M [05/22 04:23:33 d2.utils.events]: eta: 11:41:01 iter: 186999 total_loss: 7.507 loss_class: 0.2021 loss_bbox: 0.0902 loss_giou: 0.3337 loss_class_0: 0.2237 loss_bbox_0: 0.1023 loss_giou_0: 0.3503 loss_class_1: 0.2157 loss_bbox_1: 0.09687 loss_giou_1: 0.3413 loss_class_2: 0.2105 loss_bbox_2: 0.09357 loss_giou_2: 0.3374 loss_class_3: 0.2059 loss_bbox_3: 0.09177 loss_giou_3: 0.3357 loss_class_4: 0.2021 loss_bbox_4: 0.09077 loss_giou_4: 0.3337 loss_class_enc: 0.2403 loss_bbox_enc: 0.109 loss_giou_enc: 0.3627 loss_class_dn: 0.02648 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2888 loss_class_dn_0: 0.07682 loss_bbox_dn_0: 0.1727 loss_giou_dn_0: 0.4312 loss_class_dn_1: 0.04581 loss_bbox_dn_1: 0.1227 loss_giou_dn_1: 0.3278 loss_class_dn_2: 0.03423 loss_bbox_dn_2: 0.1078 loss_giou_dn_2: 0.299 loss_class_dn_3: 0.03037 loss_bbox_dn_3: 0.1043 loss_giou_dn_3: 0.2914 loss_class_dn_4: 0.02753 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2891 time: 1.1216 data_time: 0.0978 lr: 1e-05 max_mem: 43695M [05/22 04:24:30 d2.utils.events]: eta: 11:40:36 iter: 187049 total_loss: 7.601 loss_class: 0.2011 loss_bbox: 0.09029 loss_giou: 0.3335 loss_class_0: 0.223 loss_bbox_0: 0.1013 loss_giou_0: 0.3554 loss_class_1: 0.2123 loss_bbox_1: 0.09581 loss_giou_1: 0.3439 loss_class_2: 0.2074 loss_bbox_2: 0.09226 loss_giou_2: 0.3391 loss_class_3: 0.2035 loss_bbox_3: 0.09138 loss_giou_3: 0.3343 loss_class_4: 0.2014 loss_bbox_4: 0.09063 loss_giou_4: 0.3331 loss_class_enc: 0.2383 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3727 loss_class_dn: 0.02856 loss_bbox_dn: 0.1038 loss_giou_dn: 0.2978 loss_class_dn_0: 0.07583 loss_bbox_dn_0: 0.184 loss_giou_dn_0: 0.4387 loss_class_dn_1: 0.04675 loss_bbox_dn_1: 0.1263 loss_giou_dn_1: 0.3365 loss_class_dn_2: 0.03645 loss_bbox_dn_2: 0.1087 loss_giou_dn_2: 0.3077 loss_class_dn_3: 0.03174 loss_bbox_dn_3: 0.1055 loss_giou_dn_3: 0.2996 loss_class_dn_4: 0.02949 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2978 time: 1.1216 data_time: 0.1010 lr: 1e-05 max_mem: 43695M [05/22 04:25:27 d2.utils.events]: eta: 11:39:40 iter: 187099 total_loss: 7.582 loss_class: 0.2028 loss_bbox: 0.09137 loss_giou: 0.3413 loss_class_0: 0.2287 loss_bbox_0: 0.1044 loss_giou_0: 0.3586 loss_class_1: 0.2178 loss_bbox_1: 0.09696 loss_giou_1: 0.3459 loss_class_2: 0.2119 loss_bbox_2: 0.09419 loss_giou_2: 0.3433 loss_class_3: 0.2087 loss_bbox_3: 0.09251 loss_giou_3: 0.3405 loss_class_4: 0.2053 loss_bbox_4: 0.09171 loss_giou_4: 0.3401 loss_class_enc: 0.245 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3737 loss_class_dn: 0.02759 loss_bbox_dn: 0.1064 loss_giou_dn: 0.297 loss_class_dn_0: 0.07656 loss_bbox_dn_0: 0.1789 loss_giou_dn_0: 0.4385 loss_class_dn_1: 0.04655 loss_bbox_dn_1: 0.1276 loss_giou_dn_1: 0.3367 loss_class_dn_2: 0.03725 loss_bbox_dn_2: 0.1121 loss_giou_dn_2: 0.3066 loss_class_dn_3: 0.03259 loss_bbox_dn_3: 0.1079 loss_giou_dn_3: 0.299 loss_class_dn_4: 0.02805 loss_bbox_dn_4: 0.1064 loss_giou_dn_4: 0.297 time: 1.1216 data_time: 0.1033 lr: 1e-05 max_mem: 43695M [05/22 04:26:23 d2.utils.events]: eta: 11:38:15 iter: 187149 total_loss: 7.471 loss_class: 0.2011 loss_bbox: 0.09439 loss_giou: 0.3249 loss_class_0: 0.2248 loss_bbox_0: 0.1043 loss_giou_0: 0.3476 loss_class_1: 0.2181 loss_bbox_1: 0.0984 loss_giou_1: 0.333 loss_class_2: 0.2104 loss_bbox_2: 0.09529 loss_giou_2: 0.3281 loss_class_3: 0.2064 loss_bbox_3: 0.09426 loss_giou_3: 0.3263 loss_class_4: 0.2023 loss_bbox_4: 0.09327 loss_giou_4: 0.3242 loss_class_enc: 0.2462 loss_bbox_enc: 0.1129 loss_giou_enc: 0.3604 loss_class_dn: 0.02809 loss_bbox_dn: 0.1092 loss_giou_dn: 0.2898 loss_class_dn_0: 0.07601 loss_bbox_dn_0: 0.1822 loss_giou_dn_0: 0.433 loss_class_dn_1: 0.04699 loss_bbox_dn_1: 0.1295 loss_giou_dn_1: 0.3315 loss_class_dn_2: 0.03629 loss_bbox_dn_2: 0.114 loss_giou_dn_2: 0.3001 loss_class_dn_3: 0.0319 loss_bbox_dn_3: 0.1107 loss_giou_dn_3: 0.2918 loss_class_dn_4: 0.0288 loss_bbox_dn_4: 0.1092 loss_giou_dn_4: 0.2898 time: 1.1216 data_time: 0.1120 lr: 1e-05 max_mem: 43695M [05/22 04:27:22 d2.utils.events]: eta: 11:37:05 iter: 187199 total_loss: 7.441 loss_class: 0.2 loss_bbox: 0.08817 loss_giou: 0.3247 loss_class_0: 0.2247 loss_bbox_0: 0.1002 loss_giou_0: 0.3389 loss_class_1: 0.2156 loss_bbox_1: 0.09431 loss_giou_1: 0.3285 loss_class_2: 0.2094 loss_bbox_2: 0.09083 loss_giou_2: 0.3258 loss_class_3: 0.2046 loss_bbox_3: 0.08902 loss_giou_3: 0.3248 loss_class_4: 0.2013 loss_bbox_4: 0.08875 loss_giou_4: 0.3238 loss_class_enc: 0.2434 loss_bbox_enc: 0.1094 loss_giou_enc: 0.3583 loss_class_dn: 0.02585 loss_bbox_dn: 0.1029 loss_giou_dn: 0.2861 loss_class_dn_0: 0.07698 loss_bbox_dn_0: 0.1786 loss_giou_dn_0: 0.428 loss_class_dn_1: 0.04641 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3268 loss_class_dn_2: 0.03523 loss_bbox_dn_2: 0.1077 loss_giou_dn_2: 0.2948 loss_class_dn_3: 0.02967 loss_bbox_dn_3: 0.1037 loss_giou_dn_3: 0.2875 loss_class_dn_4: 0.02698 loss_bbox_dn_4: 0.1029 loss_giou_dn_4: 0.2861 time: 1.1216 data_time: 0.1008 lr: 1e-05 max_mem: 43695M [05/22 04:28:19 d2.utils.events]: eta: 11:35:51 iter: 187249 total_loss: 7.376 loss_class: 0.1963 loss_bbox: 0.094 loss_giou: 0.3218 loss_class_0: 0.2215 loss_bbox_0: 0.1019 loss_giou_0: 0.3392 loss_class_1: 0.2119 loss_bbox_1: 0.09705 loss_giou_1: 0.3286 loss_class_2: 0.2056 loss_bbox_2: 0.09633 loss_giou_2: 0.3255 loss_class_3: 0.2016 loss_bbox_3: 0.09505 loss_giou_3: 0.3226 loss_class_4: 0.1985 loss_bbox_4: 0.09444 loss_giou_4: 0.3213 loss_class_enc: 0.2397 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3541 loss_class_dn: 0.02796 loss_bbox_dn: 0.1093 loss_giou_dn: 0.2894 loss_class_dn_0: 0.07465 loss_bbox_dn_0: 0.1845 loss_giou_dn_0: 0.4264 loss_class_dn_1: 0.04724 loss_bbox_dn_1: 0.1289 loss_giou_dn_1: 0.3277 loss_class_dn_2: 0.03673 loss_bbox_dn_2: 0.1136 loss_giou_dn_2: 0.2968 loss_class_dn_3: 0.03178 loss_bbox_dn_3: 0.1099 loss_giou_dn_3: 0.2914 loss_class_dn_4: 0.02915 loss_bbox_dn_4: 0.1094 loss_giou_dn_4: 0.2895 time: 1.1216 data_time: 0.1033 lr: 1e-05 max_mem: 43695M [05/22 04:29:15 d2.utils.events]: eta: 11:34:48 iter: 187299 total_loss: 7.601 loss_class: 0.2037 loss_bbox: 0.09444 loss_giou: 0.3288 loss_class_0: 0.2277 loss_bbox_0: 0.1047 loss_giou_0: 0.3544 loss_class_1: 0.2184 loss_bbox_1: 0.09884 loss_giou_1: 0.3413 loss_class_2: 0.2113 loss_bbox_2: 0.09655 loss_giou_2: 0.3353 loss_class_3: 0.2082 loss_bbox_3: 0.09537 loss_giou_3: 0.3313 loss_class_4: 0.2042 loss_bbox_4: 0.09476 loss_giou_4: 0.3296 loss_class_enc: 0.2445 loss_bbox_enc: 0.1124 loss_giou_enc: 0.3679 loss_class_dn: 0.02769 loss_bbox_dn: 0.1106 loss_giou_dn: 0.2934 loss_class_dn_0: 0.0781 loss_bbox_dn_0: 0.1891 loss_giou_dn_0: 0.4332 loss_class_dn_1: 0.04774 loss_bbox_dn_1: 0.1332 loss_giou_dn_1: 0.3309 loss_class_dn_2: 0.03617 loss_bbox_dn_2: 0.1145 loss_giou_dn_2: 0.3018 loss_class_dn_3: 0.03138 loss_bbox_dn_3: 0.1114 loss_giou_dn_3: 0.295 loss_class_dn_4: 0.02882 loss_bbox_dn_4: 0.1106 loss_giou_dn_4: 0.2934 time: 1.1216 data_time: 0.1013 lr: 1e-05 max_mem: 43695M [05/22 04:30:13 d2.utils.events]: eta: 11:34:11 iter: 187349 total_loss: 7.495 loss_class: 0.201 loss_bbox: 0.09223 loss_giou: 0.3294 loss_class_0: 0.2249 loss_bbox_0: 0.1013 loss_giou_0: 0.3463 loss_class_1: 0.2127 loss_bbox_1: 0.0972 loss_giou_1: 0.3387 loss_class_2: 0.2078 loss_bbox_2: 0.09346 loss_giou_2: 0.3338 loss_class_3: 0.206 loss_bbox_3: 0.09159 loss_giou_3: 0.3309 loss_class_4: 0.2023 loss_bbox_4: 0.0914 loss_giou_4: 0.3302 loss_class_enc: 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loss_class_dn_0: 0.07792 loss_bbox_dn_0: 0.183 loss_giou_dn_0: 0.4391 loss_class_dn_1: 0.04754 loss_bbox_dn_1: 0.1284 loss_giou_dn_1: 0.336 loss_class_dn_2: 0.03586 loss_bbox_dn_2: 0.112 loss_giou_dn_2: 0.3071 loss_class_dn_3: 0.0315 loss_bbox_dn_3: 0.109 loss_giou_dn_3: 0.2996 loss_class_dn_4: 0.02749 loss_bbox_dn_4: 0.1075 loss_giou_dn_4: 0.2976 time: 1.1216 data_time: 0.1052 lr: 1e-05 max_mem: 43695M [05/22 04:41:40 d2.utils.events]: eta: 11:22:11 iter: 187949 total_loss: 7.508 loss_class: 0.2041 loss_bbox: 0.08876 loss_giou: 0.3275 loss_class_0: 0.227 loss_bbox_0: 0.1002 loss_giou_0: 0.353 loss_class_1: 0.2175 loss_bbox_1: 0.09385 loss_giou_1: 0.3387 loss_class_2: 0.2112 loss_bbox_2: 0.0903 loss_giou_2: 0.3319 loss_class_3: 0.2096 loss_bbox_3: 0.08928 loss_giou_3: 0.3287 loss_class_4: 0.2053 loss_bbox_4: 0.08895 loss_giou_4: 0.3273 loss_class_enc: 0.2405 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3664 loss_class_dn: 0.02725 loss_bbox_dn: 0.1048 loss_giou_dn: 0.296 loss_class_dn_0: 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0.02735 loss_bbox_dn_4: 0.1054 loss_giou_dn_4: 0.29 time: 1.1217 data_time: 0.1023 lr: 1e-05 max_mem: 43695M [05/22 05:08:29 d2.utils.events]: eta: 10:57:34 iter: 189349 total_loss: 7.427 loss_class: 0.1972 loss_bbox: 0.09395 loss_giou: 0.3286 loss_class_0: 0.2218 loss_bbox_0: 0.1035 loss_giou_0: 0.3487 loss_class_1: 0.2108 loss_bbox_1: 0.09794 loss_giou_1: 0.3405 loss_class_2: 0.2053 loss_bbox_2: 0.09427 loss_giou_2: 0.3337 loss_class_3: 0.201 loss_bbox_3: 0.09361 loss_giou_3: 0.3314 loss_class_4: 0.1993 loss_bbox_4: 0.09323 loss_giou_4: 0.3288 loss_class_enc: 0.2376 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3643 loss_class_dn: 0.025 loss_bbox_dn: 0.107 loss_giou_dn: 0.2843 loss_class_dn_0: 0.0747 loss_bbox_dn_0: 0.1834 loss_giou_dn_0: 0.4241 loss_class_dn_1: 0.04514 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.3224 loss_class_dn_2: 0.0324 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.2928 loss_class_dn_3: 0.02833 loss_bbox_dn_3: 0.1084 loss_giou_dn_3: 0.2852 loss_class_dn_4: 0.02576 loss_bbox_dn_4: 0.1069 loss_giou_dn_4: 0.2843 time: 1.1217 data_time: 0.0987 lr: 1e-05 max_mem: 43695M [05/22 05:09:26 d2.utils.events]: eta: 10:56:44 iter: 189399 total_loss: 7.342 loss_class: 0.1994 loss_bbox: 0.09342 loss_giou: 0.3277 loss_class_0: 0.2243 loss_bbox_0: 0.105 loss_giou_0: 0.3444 loss_class_1: 0.2139 loss_bbox_1: 0.09725 loss_giou_1: 0.3361 loss_class_2: 0.2085 loss_bbox_2: 0.09556 loss_giou_2: 0.3316 loss_class_3: 0.2046 loss_bbox_3: 0.09457 loss_giou_3: 0.3293 loss_class_4: 0.201 loss_bbox_4: 0.09353 loss_giou_4: 0.3284 loss_class_enc: 0.2412 loss_bbox_enc: 0.1113 loss_giou_enc: 0.3625 loss_class_dn: 0.0271 loss_bbox_dn: 0.1008 loss_giou_dn: 0.2865 loss_class_dn_0: 0.07827 loss_bbox_dn_0: 0.1793 loss_giou_dn_0: 0.4242 loss_class_dn_1: 0.04776 loss_bbox_dn_1: 0.1231 loss_giou_dn_1: 0.3238 loss_class_dn_2: 0.03578 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.2959 loss_class_dn_3: 0.0307 loss_bbox_dn_3: 0.102 loss_giou_dn_3: 0.289 loss_class_dn_4: 0.02798 loss_bbox_dn_4: 0.1007 loss_giou_dn_4: 0.2863 time: 1.1217 data_time: 0.0989 lr: 1e-05 max_mem: 43695M [05/22 05:10:24 d2.utils.events]: eta: 10:56:25 iter: 189449 total_loss: 7.518 loss_class: 0.2005 loss_bbox: 0.09301 loss_giou: 0.3279 loss_class_0: 0.2251 loss_bbox_0: 0.1053 loss_giou_0: 0.3507 loss_class_1: 0.2139 loss_bbox_1: 0.09913 loss_giou_1: 0.3381 loss_class_2: 0.2083 loss_bbox_2: 0.09478 loss_giou_2: 0.3324 loss_class_3: 0.2051 loss_bbox_3: 0.09304 loss_giou_3: 0.3283 loss_class_4: 0.2014 loss_bbox_4: 0.09319 loss_giou_4: 0.3275 loss_class_enc: 0.2399 loss_bbox_enc: 0.113 loss_giou_enc: 0.3647 loss_class_dn: 0.02698 loss_bbox_dn: 0.1056 loss_giou_dn: 0.2906 loss_class_dn_0: 0.07788 loss_bbox_dn_0: 0.1829 loss_giou_dn_0: 0.43 loss_class_dn_1: 0.04739 loss_bbox_dn_1: 0.124 loss_giou_dn_1: 0.3289 loss_class_dn_2: 0.03535 loss_bbox_dn_2: 0.1104 loss_giou_dn_2: 0.3003 loss_class_dn_3: 0.03034 loss_bbox_dn_3: 0.1074 loss_giou_dn_3: 0.2934 loss_class_dn_4: 0.0276 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.2903 time: 1.1217 data_time: 0.0972 lr: 1e-05 max_mem: 43695M [05/22 05:11:21 d2.utils.events]: eta: 10:55:03 iter: 189499 total_loss: 7.514 loss_class: 0.2015 loss_bbox: 0.09249 loss_giou: 0.3318 loss_class_0: 0.2246 loss_bbox_0: 0.1038 loss_giou_0: 0.3491 loss_class_1: 0.2157 loss_bbox_1: 0.09849 loss_giou_1: 0.3397 loss_class_2: 0.2084 loss_bbox_2: 0.09449 loss_giou_2: 0.333 loss_class_3: 0.2067 loss_bbox_3: 0.09301 loss_giou_3: 0.3317 loss_class_4: 0.2032 loss_bbox_4: 0.09292 loss_giou_4: 0.3325 loss_class_enc: 0.2408 loss_bbox_enc: 0.1097 loss_giou_enc: 0.3632 loss_class_dn: 0.02755 loss_bbox_dn: 0.106 loss_giou_dn: 0.2919 loss_class_dn_0: 0.07755 loss_bbox_dn_0: 0.1863 loss_giou_dn_0: 0.4367 loss_class_dn_1: 0.04911 loss_bbox_dn_1: 0.1293 loss_giou_dn_1: 0.3355 loss_class_dn_2: 0.03534 loss_bbox_dn_2: 0.1121 loss_giou_dn_2: 0.3019 loss_class_dn_3: 0.03151 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.2944 loss_class_dn_4: 0.02854 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.2919 time: 1.1218 data_time: 0.0974 lr: 1e-05 max_mem: 43695M [05/22 05:12:18 d2.utils.events]: eta: 10:53:52 iter: 189549 total_loss: 7.397 loss_class: 0.1997 loss_bbox: 0.09079 loss_giou: 0.3253 loss_class_0: 0.2259 loss_bbox_0: 0.1012 loss_giou_0: 0.3412 loss_class_1: 0.2155 loss_bbox_1: 0.09491 loss_giou_1: 0.3332 loss_class_2: 0.2092 loss_bbox_2: 0.09193 loss_giou_2: 0.3291 loss_class_3: 0.206 loss_bbox_3: 0.09048 loss_giou_3: 0.3272 loss_class_4: 0.202 loss_bbox_4: 0.09009 loss_giou_4: 0.3251 loss_class_enc: 0.2425 loss_bbox_enc: 0.1078 loss_giou_enc: 0.3555 loss_class_dn: 0.0252 loss_bbox_dn: 0.1006 loss_giou_dn: 0.2912 loss_class_dn_0: 0.07588 loss_bbox_dn_0: 0.1788 loss_giou_dn_0: 0.4301 loss_class_dn_1: 0.04706 loss_bbox_dn_1: 0.1229 loss_giou_dn_1: 0.3278 loss_class_dn_2: 0.03443 loss_bbox_dn_2: 0.1065 loss_giou_dn_2: 0.3 loss_class_dn_3: 0.02965 loss_bbox_dn_3: 0.1018 loss_giou_dn_3: 0.2927 loss_class_dn_4: 0.02587 loss_bbox_dn_4: 0.1006 loss_giou_dn_4: 0.2913 time: 1.1218 data_time: 0.1002 lr: 1e-05 max_mem: 43695M [05/22 05:13:18 d2.utils.events]: eta: 10:53:04 iter: 189599 total_loss: 7.393 loss_class: 0.199 loss_bbox: 0.08992 loss_giou: 0.3265 loss_class_0: 0.2207 loss_bbox_0: 0.09933 loss_giou_0: 0.3495 loss_class_1: 0.2127 loss_bbox_1: 0.09297 loss_giou_1: 0.3356 loss_class_2: 0.2072 loss_bbox_2: 0.09063 loss_giou_2: 0.3288 loss_class_3: 0.2045 loss_bbox_3: 0.09001 loss_giou_3: 0.3265 loss_class_4: 0.2 loss_bbox_4: 0.08991 loss_giou_4: 0.3261 loss_class_enc: 0.2394 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3647 loss_class_dn: 0.02522 loss_bbox_dn: 0.1031 loss_giou_dn: 0.2875 loss_class_dn_0: 0.07763 loss_bbox_dn_0: 0.1767 loss_giou_dn_0: 0.4291 loss_class_dn_1: 0.0465 loss_bbox_dn_1: 0.1219 loss_giou_dn_1: 0.3277 loss_class_dn_2: 0.03347 loss_bbox_dn_2: 0.1076 loss_giou_dn_2: 0.2964 loss_class_dn_3: 0.02892 loss_bbox_dn_3: 0.1045 loss_giou_dn_3: 0.2894 loss_class_dn_4: 0.02557 loss_bbox_dn_4: 0.1032 loss_giou_dn_4: 0.2875 time: 1.1218 data_time: 0.0969 lr: 1e-05 max_mem: 43695M [05/22 05:14:15 d2.utils.events]: eta: 10:52:17 iter: 189649 total_loss: 7.419 loss_class: 0.2 loss_bbox: 0.08803 loss_giou: 0.3316 loss_class_0: 0.2239 loss_bbox_0: 0.09947 loss_giou_0: 0.3476 loss_class_1: 0.2135 loss_bbox_1: 0.09254 loss_giou_1: 0.3392 loss_class_2: 0.2075 loss_bbox_2: 0.08948 loss_giou_2: 0.3325 loss_class_3: 0.2034 loss_bbox_3: 0.08772 loss_giou_3: 0.3315 loss_class_4: 0.2006 loss_bbox_4: 0.08825 loss_giou_4: 0.3326 loss_class_enc: 0.2406 loss_bbox_enc: 0.1049 loss_giou_enc: 0.365 loss_class_dn: 0.02681 loss_bbox_dn: 0.09915 loss_giou_dn: 0.2894 loss_class_dn_0: 0.0779 loss_bbox_dn_0: 0.1745 loss_giou_dn_0: 0.431 loss_class_dn_1: 0.0468 loss_bbox_dn_1: 0.1194 loss_giou_dn_1: 0.327 loss_class_dn_2: 0.03585 loss_bbox_dn_2: 0.1044 loss_giou_dn_2: 0.2962 loss_class_dn_3: 0.03145 loss_bbox_dn_3: 0.1008 loss_giou_dn_3: 0.29 loss_class_dn_4: 0.02826 loss_bbox_dn_4: 0.09909 loss_giou_dn_4: 0.2889 time: 1.1218 data_time: 0.1023 lr: 1e-05 max_mem: 43695M [05/22 05:15:11 d2.utils.events]: eta: 10:51:18 iter: 189699 total_loss: 7.369 loss_class: 0.1991 loss_bbox: 0.09328 loss_giou: 0.3262 loss_class_0: 0.224 loss_bbox_0: 0.1029 loss_giou_0: 0.3399 loss_class_1: 0.2129 loss_bbox_1: 0.09775 loss_giou_1: 0.3325 loss_class_2: 0.207 loss_bbox_2: 0.09439 loss_giou_2: 0.3283 loss_class_3: 0.2047 loss_bbox_3: 0.09486 loss_giou_3: 0.3259 loss_class_4: 0.2014 loss_bbox_4: 0.09346 loss_giou_4: 0.3256 loss_class_enc: 0.2425 loss_bbox_enc: 0.1102 loss_giou_enc: 0.3535 loss_class_dn: 0.0283 loss_bbox_dn: 0.108 loss_giou_dn: 0.2875 loss_class_dn_0: 0.07859 loss_bbox_dn_0: 0.1885 loss_giou_dn_0: 0.4286 loss_class_dn_1: 0.04827 loss_bbox_dn_1: 0.1318 loss_giou_dn_1: 0.327 loss_class_dn_2: 0.03671 loss_bbox_dn_2: 0.114 loss_giou_dn_2: 0.2956 loss_class_dn_3: 0.03235 loss_bbox_dn_3: 0.1094 loss_giou_dn_3: 0.2893 loss_class_dn_4: 0.02901 loss_bbox_dn_4: 0.1081 loss_giou_dn_4: 0.2875 time: 1.1218 data_time: 0.0981 lr: 1e-05 max_mem: 43695M [05/22 05:16:10 d2.utils.events]: eta: 10:50:36 iter: 189749 total_loss: 7.475 loss_class: 0.2016 loss_bbox: 0.08986 loss_giou: 0.3362 loss_class_0: 0.222 loss_bbox_0: 0.1014 loss_giou_0: 0.3519 loss_class_1: 0.2139 loss_bbox_1: 0.09538 loss_giou_1: 0.3438 loss_class_2: 0.2077 loss_bbox_2: 0.09176 loss_giou_2: 0.3376 loss_class_3: 0.2045 loss_bbox_3: 0.09098 loss_giou_3: 0.3358 loss_class_4: 0.2034 loss_bbox_4: 0.09005 loss_giou_4: 0.3354 loss_class_enc: 0.2408 loss_bbox_enc: 0.1073 loss_giou_enc: 0.3605 loss_class_dn: 0.02837 loss_bbox_dn: 0.1061 loss_giou_dn: 0.2951 loss_class_dn_0: 0.07787 loss_bbox_dn_0: 0.1785 loss_giou_dn_0: 0.4354 loss_class_dn_1: 0.04776 loss_bbox_dn_1: 0.1255 loss_giou_dn_1: 0.3322 loss_class_dn_2: 0.03662 loss_bbox_dn_2: 0.1088 loss_giou_dn_2: 0.3033 loss_class_dn_3: 0.03208 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.2965 loss_class_dn_4: 0.02886 loss_bbox_dn_4: 0.1061 loss_giou_dn_4: 0.2948 time: 1.1218 data_time: 0.1040 lr: 1e-05 max_mem: 43695M [05/22 05:17:07 d2.utils.events]: eta: 10:49:34 iter: 189799 total_loss: 7.511 loss_class: 0.2061 loss_bbox: 0.09223 loss_giou: 0.3336 loss_class_0: 0.23 loss_bbox_0: 0.1016 loss_giou_0: 0.3516 loss_class_1: 0.2191 loss_bbox_1: 0.09589 loss_giou_1: 0.34 loss_class_2: 0.2126 loss_bbox_2: 0.09298 loss_giou_2: 0.335 loss_class_3: 0.2081 loss_bbox_3: 0.09354 loss_giou_3: 0.3329 loss_class_4: 0.2062 loss_bbox_4: 0.09263 loss_giou_4: 0.3328 loss_class_enc: 0.2452 loss_bbox_enc: 0.108 loss_giou_enc: 0.3665 loss_class_dn: 0.02916 loss_bbox_dn: 0.103 loss_giou_dn: 0.2897 loss_class_dn_0: 0.07566 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4304 loss_class_dn_1: 0.04755 loss_bbox_dn_1: 0.1242 loss_giou_dn_1: 0.3282 loss_class_dn_2: 0.0374 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.2981 loss_class_dn_3: 0.03278 loss_bbox_dn_3: 0.1038 loss_giou_dn_3: 0.2913 loss_class_dn_4: 0.03056 loss_bbox_dn_4: 0.1029 loss_giou_dn_4: 0.2897 time: 1.1218 data_time: 0.0952 lr: 1e-05 max_mem: 43695M [05/22 05:18:04 d2.utils.events]: eta: 10:48:24 iter: 189849 total_loss: 7.374 loss_class: 0.2043 loss_bbox: 0.09326 loss_giou: 0.3217 loss_class_0: 0.2287 loss_bbox_0: 0.1018 loss_giou_0: 0.3399 loss_class_1: 0.22 loss_bbox_1: 0.0964 loss_giou_1: 0.329 loss_class_2: 0.213 loss_bbox_2: 0.09512 loss_giou_2: 0.3239 loss_class_3: 0.2103 loss_bbox_3: 0.09449 loss_giou_3: 0.3215 loss_class_4: 0.207 loss_bbox_4: 0.0936 loss_giou_4: 0.3218 loss_class_enc: 0.2438 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3541 loss_class_dn: 0.0291 loss_bbox_dn: 0.1044 loss_giou_dn: 0.2848 loss_class_dn_0: 0.08047 loss_bbox_dn_0: 0.182 loss_giou_dn_0: 0.4293 loss_class_dn_1: 0.04895 loss_bbox_dn_1: 0.1277 loss_giou_dn_1: 0.3252 loss_class_dn_2: 0.03776 loss_bbox_dn_2: 0.1094 loss_giou_dn_2: 0.2944 loss_class_dn_3: 0.03316 loss_bbox_dn_3: 0.1057 loss_giou_dn_3: 0.2864 loss_class_dn_4: 0.0297 loss_bbox_dn_4: 0.1044 loss_giou_dn_4: 0.2844 time: 1.1218 data_time: 0.0935 lr: 1e-05 max_mem: 43695M [05/22 05:19:00 d2.utils.events]: eta: 10:47:17 iter: 189899 total_loss: 7.409 loss_class: 0.1978 loss_bbox: 0.09019 loss_giou: 0.3306 loss_class_0: 0.2207 loss_bbox_0: 0.1009 loss_giou_0: 0.3454 loss_class_1: 0.2107 loss_bbox_1: 0.09439 loss_giou_1: 0.3373 loss_class_2: 0.2057 loss_bbox_2: 0.09266 loss_giou_2: 0.3313 loss_class_3: 0.2028 loss_bbox_3: 0.09092 loss_giou_3: 0.3293 loss_class_4: 0.199 loss_bbox_4: 0.09013 loss_giou_4: 0.3287 loss_class_enc: 0.2385 loss_bbox_enc: 0.1107 loss_giou_enc: 0.3625 loss_class_dn: 0.02553 loss_bbox_dn: 0.1038 loss_giou_dn: 0.2918 loss_class_dn_0: 0.07701 loss_bbox_dn_0: 0.1759 loss_giou_dn_0: 0.4322 loss_class_dn_1: 0.04674 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3314 loss_class_dn_2: 0.03535 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.3012 loss_class_dn_3: 0.03034 loss_bbox_dn_3: 0.104 loss_giou_dn_3: 0.2938 loss_class_dn_4: 0.02649 loss_bbox_dn_4: 0.1038 loss_giou_dn_4: 0.2919 time: 1.1218 data_time: 0.0932 lr: 1e-05 max_mem: 43695M [05/22 05:19:58 d2.utils.events]: eta: 10:45:51 iter: 189949 total_loss: 7.452 loss_class: 0.1994 loss_bbox: 0.09365 loss_giou: 0.3276 loss_class_0: 0.2245 loss_bbox_0: 0.1037 loss_giou_0: 0.346 loss_class_1: 0.2145 loss_bbox_1: 0.09857 loss_giou_1: 0.3368 loss_class_2: 0.2102 loss_bbox_2: 0.09567 loss_giou_2: 0.3314 loss_class_3: 0.2061 loss_bbox_3: 0.09319 loss_giou_3: 0.3285 loss_class_4: 0.201 loss_bbox_4: 0.09324 loss_giou_4: 0.3293 loss_class_enc: 0.2417 loss_bbox_enc: 0.1109 loss_giou_enc: 0.3592 loss_class_dn: 0.02844 loss_bbox_dn: 0.1087 loss_giou_dn: 0.2883 loss_class_dn_0: 0.07959 loss_bbox_dn_0: 0.1833 loss_giou_dn_0: 0.4278 loss_class_dn_1: 0.04875 loss_bbox_dn_1: 0.1291 loss_giou_dn_1: 0.33 loss_class_dn_2: 0.03747 loss_bbox_dn_2: 0.1126 loss_giou_dn_2: 0.2974 loss_class_dn_3: 0.0329 loss_bbox_dn_3: 0.1089 loss_giou_dn_3: 0.29 loss_class_dn_4: 0.02937 loss_bbox_dn_4: 0.1086 loss_giou_dn_4: 0.2879 time: 1.1218 data_time: 0.1037 lr: 1e-05 max_mem: 43695M [05/22 05:20:56 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0189999.pth [05/22 05:21:14 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/22 05:21:32 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/22 05:21:36 d2.data.common]: Serialized dataset takes 894.47 MiB [05/22 05:21:40 d2.evaluation.evaluator]: Start inference on 313 batches [05/22 05:22:34 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0045 s/iter. Inference: 0.0653 s/iter. Eval: 0.0003 s/iter. Total: 0.0701 s/iter. ETA=0:00:21 [05/22 05:22:39 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0051 s/iter. Inference: 0.0651 s/iter. Eval: 0.0004 s/iter. Total: 0.0707 s/iter. ETA=0:00:16 [05/22 05:22:44 d2.evaluation.evaluator]: Inference done 141/313. Dataloading: 0.0051 s/iter. Inference: 0.0714 s/iter. Eval: 0.0004 s/iter. Total: 0.0770 s/iter. ETA=0:00:13 [05/22 05:22:49 d2.evaluation.evaluator]: Inference done 208/313. Dataloading: 0.0067 s/iter. Inference: 0.0693 s/iter. Eval: 0.0004 s/iter. Total: 0.0765 s/iter. ETA=0:00:08 [05/22 05:22:54 d2.evaluation.evaluator]: Inference done 281/313. Dataloading: 0.0062 s/iter. Inference: 0.0678 s/iter. Eval: 0.0004 s/iter. Total: 0.0746 s/iter. ETA=0:00:02 [05/22 05:22:58 d2.evaluation.evaluator]: Total inference time: 0:00:24.474496 (0.079463 s / iter per device, on 16 devices) [05/22 05:22:58 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:21 (0.070613 s / iter per device, on 16 devices) [05/22 05:23:17 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/22 05:23:23 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/22 05:23:41 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=8.01s) creating index... index created! [05/22 05:23:50 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/22 05:24:12 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.66 seconds. [05/22 05:24:12 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/22 05:24:15 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.15 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.661 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.364 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.784 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881 [05/22 05:24:15 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.380 | 66.080 | 53.936 | 36.386 | 52.421 | 62.342 | [05/22 05:24:15 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.592 | bicycle | 40.001 | car | 52.767 | | motorcycle | 48.254 | airplane | 78.876 | bus | 75.512 | | train | 75.537 | truck | 38.543 | boat | 35.638 | | traffic light | 32.883 | fire hydrant | 75.845 | stop sign | 62.186 | | parking meter | 21.548 | bench | 35.270 | bird | 46.524 | | cat | 79.114 | dog | 76.570 | horse | 69.680 | | sheep | 54.585 | cow | 69.316 | elephant | 74.110 | | bear | 78.318 | zebra | 73.450 | giraffe | 75.731 | | backpack | 21.831 | umbrella | 45.971 | handbag | 20.005 | | tie | 46.800 | suitcase | 45.733 | frisbee | 76.045 | | skis | 33.220 | snowboard | 51.457 | sports ball | 43.482 | | kite | 45.194 | baseball bat | 44.632 | baseball glove | 50.283 | | skateboard | 61.053 | surfboard | 50.728 | tennis racket | 57.418 | | bottle | 46.448 | wine glass | 49.888 | cup | 57.374 | | fork | 54.788 | knife | 32.171 | spoon | 31.502 | | bowl | 50.911 | banana | 25.930 | apple | 23.767 | | sandwich | 38.841 | orange | 31.532 | broccoli | 22.437 | | carrot | 19.820 | hot dog | 40.963 | pizza | 63.181 | | donut | 48.706 | cake | 50.965 | chair | 37.817 | | couch | 49.308 | potted plant | 31.863 | bed | 45.961 | | dining table | 30.300 | toilet | 64.691 | tv | 63.913 | | laptop | 76.760 | mouse | 69.706 | remote | 32.406 | | keyboard | 53.889 | cell phone | 48.719 | microwave | 70.971 | | oven | 18.851 | toaster | 52.252 | sink | 39.965 | | refrigerator | 68.565 | book | 14.893 | clock | 47.802 | | vase | 34.724 | scissors | 44.489 | teddy bear | 59.853 | | hair drier | 31.794 | toothbrush | 43.975 | | | [05/22 05:24:17 d2.evaluation.testing]: copypaste: Task: bbox [05/22 05:24:17 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/22 05:24:17 d2.evaluation.testing]: copypaste: 49.3799,66.0801,53.9362,36.3862,52.4213,62.3422 [05/22 05:24:17 d2.utils.events]: eta: 10:45:02 iter: 189999 total_loss: 7.548 loss_class: 0.2028 loss_bbox: 0.09257 loss_giou: 0.3316 loss_class_0: 0.2277 loss_bbox_0: 0.1049 loss_giou_0: 0.3487 loss_class_1: 0.2162 loss_bbox_1: 0.09836 loss_giou_1: 0.3414 loss_class_2: 0.2111 loss_bbox_2: 0.09385 loss_giou_2: 0.3344 loss_class_3: 0.2069 loss_bbox_3: 0.09285 loss_giou_3: 0.3312 loss_class_4: 0.2046 loss_bbox_4: 0.09184 loss_giou_4: 0.3303 loss_class_enc: 0.2441 loss_bbox_enc: 0.1097 loss_giou_enc: 0.3627 loss_class_dn: 0.02744 loss_bbox_dn: 0.1093 loss_giou_dn: 0.296 loss_class_dn_0: 0.07696 loss_bbox_dn_0: 0.1872 loss_giou_dn_0: 0.4332 loss_class_dn_1: 0.04819 loss_bbox_dn_1: 0.1301 loss_giou_dn_1: 0.3344 loss_class_dn_2: 0.03593 loss_bbox_dn_2: 0.1135 loss_giou_dn_2: 0.3055 loss_class_dn_3: 0.03024 loss_bbox_dn_3: 0.1105 loss_giou_dn_3: 0.2981 loss_class_dn_4: 0.02831 loss_bbox_dn_4: 0.1093 loss_giou_dn_4: 0.2959 time: 1.1218 data_time: 0.1007 lr: 1e-05 max_mem: 43695M [05/22 05:25:13 d2.utils.events]: eta: 10:43:04 iter: 190049 total_loss: 7.59 loss_class: 0.203 loss_bbox: 0.08991 loss_giou: 0.3361 loss_class_0: 0.2296 loss_bbox_0: 0.09929 loss_giou_0: 0.3592 loss_class_1: 0.2165 loss_bbox_1: 0.09335 loss_giou_1: 0.3482 loss_class_2: 0.2135 loss_bbox_2: 0.09069 loss_giou_2: 0.3413 loss_class_3: 0.2084 loss_bbox_3: 0.08959 loss_giou_3: 0.3374 loss_class_4: 0.2044 loss_bbox_4: 0.09022 loss_giou_4: 0.3369 loss_class_enc: 0.2487 loss_bbox_enc: 0.106 loss_giou_enc: 0.3713 loss_class_dn: 0.02755 loss_bbox_dn: 0.103 loss_giou_dn: 0.2973 loss_class_dn_0: 0.07932 loss_bbox_dn_0: 0.1777 loss_giou_dn_0: 0.4332 loss_class_dn_1: 0.04842 loss_bbox_dn_1: 0.1229 loss_giou_dn_1: 0.3357 loss_class_dn_2: 0.03686 loss_bbox_dn_2: 0.1068 loss_giou_dn_2: 0.3072 loss_class_dn_3: 0.03095 loss_bbox_dn_3: 0.1035 loss_giou_dn_3: 0.2994 loss_class_dn_4: 0.02827 loss_bbox_dn_4: 0.103 loss_giou_dn_4: 0.2973 time: 1.1218 data_time: 0.0959 lr: 1e-05 max_mem: 43695M [05/22 05:26:10 d2.utils.events]: eta: 10:43:26 iter: 190099 total_loss: 7.459 loss_class: 0.2015 loss_bbox: 0.091 loss_giou: 0.3346 loss_class_0: 0.2233 loss_bbox_0: 0.1002 loss_giou_0: 0.352 loss_class_1: 0.2148 loss_bbox_1: 0.09398 loss_giou_1: 0.3413 loss_class_2: 0.2103 loss_bbox_2: 0.09143 loss_giou_2: 0.3377 loss_class_3: 0.2064 loss_bbox_3: 0.091 loss_giou_3: 0.3333 loss_class_4: 0.2022 loss_bbox_4: 0.09149 loss_giou_4: 0.3339 loss_class_enc: 0.2404 loss_bbox_enc: 0.1058 loss_giou_enc: 0.3703 loss_class_dn: 0.02741 loss_bbox_dn: 0.1021 loss_giou_dn: 0.2927 loss_class_dn_0: 0.07697 loss_bbox_dn_0: 0.1798 loss_giou_dn_0: 0.4358 loss_class_dn_1: 0.04699 loss_bbox_dn_1: 0.1253 loss_giou_dn_1: 0.3329 loss_class_dn_2: 0.03572 loss_bbox_dn_2: 0.107 loss_giou_dn_2: 0.3008 loss_class_dn_3: 0.03069 loss_bbox_dn_3: 0.1024 loss_giou_dn_3: 0.2936 loss_class_dn_4: 0.02791 loss_bbox_dn_4: 0.102 loss_giou_dn_4: 0.2923 time: 1.1218 data_time: 0.0972 lr: 1e-05 max_mem: 43695M [05/22 05:27:14 d2.utils.events]: eta: 10:42:44 iter: 190149 total_loss: 7.459 loss_class: 0.2002 loss_bbox: 0.0914 loss_giou: 0.3324 loss_class_0: 0.222 loss_bbox_0: 0.1003 loss_giou_0: 0.3523 loss_class_1: 0.2133 loss_bbox_1: 0.09536 loss_giou_1: 0.3428 loss_class_2: 0.2074 loss_bbox_2: 0.09294 loss_giou_2: 0.3354 loss_class_3: 0.2043 loss_bbox_3: 0.09173 loss_giou_3: 0.3331 loss_class_4: 0.2023 loss_bbox_4: 0.0916 loss_giou_4: 0.3319 loss_class_enc: 0.2401 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3651 loss_class_dn: 0.02656 loss_bbox_dn: 0.103 loss_giou_dn: 0.2917 loss_class_dn_0: 0.07553 loss_bbox_dn_0: 0.1821 loss_giou_dn_0: 0.4281 loss_class_dn_1: 0.04589 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3299 loss_class_dn_2: 0.03408 loss_bbox_dn_2: 0.107 loss_giou_dn_2: 0.2998 loss_class_dn_3: 0.0294 loss_bbox_dn_3: 0.1031 loss_giou_dn_3: 0.2938 loss_class_dn_4: 0.02701 loss_bbox_dn_4: 0.103 loss_giou_dn_4: 0.2915 time: 1.1218 data_time: 0.0997 lr: 1e-05 max_mem: 43695M [05/22 05:28:11 d2.utils.events]: eta: 10:41:45 iter: 190199 total_loss: 7.518 loss_class: 0.2051 loss_bbox: 0.09193 loss_giou: 0.3304 loss_class_0: 0.2296 loss_bbox_0: 0.1027 loss_giou_0: 0.3478 loss_class_1: 0.2183 loss_bbox_1: 0.09565 loss_giou_1: 0.3363 loss_class_2: 0.2145 loss_bbox_2: 0.09273 loss_giou_2: 0.3313 loss_class_3: 0.2106 loss_bbox_3: 0.09148 loss_giou_3: 0.3308 loss_class_4: 0.207 loss_bbox_4: 0.09253 loss_giou_4: 0.3305 loss_class_enc: 0.2435 loss_bbox_enc: 0.1089 loss_giou_enc: 0.364 loss_class_dn: 0.02725 loss_bbox_dn: 0.1054 loss_giou_dn: 0.2975 loss_class_dn_0: 0.07943 loss_bbox_dn_0: 0.1826 loss_giou_dn_0: 0.4359 loss_class_dn_1: 0.04959 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3344 loss_class_dn_2: 0.03834 loss_bbox_dn_2: 0.1102 loss_giou_dn_2: 0.3062 loss_class_dn_3: 0.03202 loss_bbox_dn_3: 0.1063 loss_giou_dn_3: 0.2995 loss_class_dn_4: 0.02855 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2972 time: 1.1218 data_time: 0.1019 lr: 1e-05 max_mem: 43695M [05/22 05:29:07 d2.utils.events]: eta: 10:40:26 iter: 190249 total_loss: 7.321 loss_class: 0.1977 loss_bbox: 0.08949 loss_giou: 0.321 loss_class_0: 0.2208 loss_bbox_0: 0.09926 loss_giou_0: 0.3391 loss_class_1: 0.2098 loss_bbox_1: 0.09522 loss_giou_1: 0.3274 loss_class_2: 0.2048 loss_bbox_2: 0.09093 loss_giou_2: 0.3243 loss_class_3: 0.2033 loss_bbox_3: 0.09038 loss_giou_3: 0.3223 loss_class_4: 0.1997 loss_bbox_4: 0.08976 loss_giou_4: 0.3222 loss_class_enc: 0.2376 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3537 loss_class_dn: 0.02613 loss_bbox_dn: 0.1027 loss_giou_dn: 0.2849 loss_class_dn_0: 0.07432 loss_bbox_dn_0: 0.1746 loss_giou_dn_0: 0.4252 loss_class_dn_1: 0.04574 loss_bbox_dn_1: 0.1205 loss_giou_dn_1: 0.3238 loss_class_dn_2: 0.0339 loss_bbox_dn_2: 0.1056 loss_giou_dn_2: 0.293 loss_class_dn_3: 0.02931 loss_bbox_dn_3: 0.103 loss_giou_dn_3: 0.2862 loss_class_dn_4: 0.02696 loss_bbox_dn_4: 0.1027 loss_giou_dn_4: 0.2851 time: 1.1218 data_time: 0.0982 lr: 1e-05 max_mem: 43695M [05/22 05:30:03 d2.utils.events]: eta: 10:40:05 iter: 190299 total_loss: 7.488 loss_class: 0.1989 loss_bbox: 0.09007 loss_giou: 0.3388 loss_class_0: 0.2201 loss_bbox_0: 0.1018 loss_giou_0: 0.3597 loss_class_1: 0.2128 loss_bbox_1: 0.09469 loss_giou_1: 0.3493 loss_class_2: 0.2081 loss_bbox_2: 0.09151 loss_giou_2: 0.3424 loss_class_3: 0.2039 loss_bbox_3: 0.09052 loss_giou_3: 0.3393 loss_class_4: 0.2005 loss_bbox_4: 0.09046 loss_giou_4: 0.3393 loss_class_enc: 0.237 loss_bbox_enc: 0.1075 loss_giou_enc: 0.3724 loss_class_dn: 0.02585 loss_bbox_dn: 0.1034 loss_giou_dn: 0.2961 loss_class_dn_0: 0.07505 loss_bbox_dn_0: 0.1713 loss_giou_dn_0: 0.4407 loss_class_dn_1: 0.04486 loss_bbox_dn_1: 0.1205 loss_giou_dn_1: 0.3367 loss_class_dn_2: 0.03396 loss_bbox_dn_2: 0.1069 loss_giou_dn_2: 0.3061 loss_class_dn_3: 0.02935 loss_bbox_dn_3: 0.1038 loss_giou_dn_3: 0.2982 loss_class_dn_4: 0.02676 loss_bbox_dn_4: 0.1034 loss_giou_dn_4: 0.296 time: 1.1218 data_time: 0.0994 lr: 1e-05 max_mem: 43695M [05/22 05:30:59 d2.utils.events]: eta: 10:39:11 iter: 190349 total_loss: 7.618 loss_class: 0.2094 loss_bbox: 0.09008 loss_giou: 0.3325 loss_class_0: 0.2333 loss_bbox_0: 0.1015 loss_giou_0: 0.3511 loss_class_1: 0.2246 loss_bbox_1: 0.09751 loss_giou_1: 0.3422 loss_class_2: 0.2174 loss_bbox_2: 0.092 loss_giou_2: 0.3358 loss_class_3: 0.2166 loss_bbox_3: 0.0914 loss_giou_3: 0.3331 loss_class_4: 0.2123 loss_bbox_4: 0.09029 loss_giou_4: 0.3324 loss_class_enc: 0.2489 loss_bbox_enc: 0.1079 loss_giou_enc: 0.3658 loss_class_dn: 0.02686 loss_bbox_dn: 0.1034 loss_giou_dn: 0.2928 loss_class_dn_0: 0.07689 loss_bbox_dn_0: 0.1754 loss_giou_dn_0: 0.4317 loss_class_dn_1: 0.04651 loss_bbox_dn_1: 0.1226 loss_giou_dn_1: 0.332 loss_class_dn_2: 0.0355 loss_bbox_dn_2: 0.1081 loss_giou_dn_2: 0.3022 loss_class_dn_3: 0.03068 loss_bbox_dn_3: 0.1041 loss_giou_dn_3: 0.2945 loss_class_dn_4: 0.02778 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.2924 time: 1.1218 data_time: 0.1014 lr: 1e-05 max_mem: 43695M [05/22 05:31:54 d2.utils.events]: eta: 10:37:58 iter: 190399 total_loss: 7.648 loss_class: 0.2067 loss_bbox: 0.0898 loss_giou: 0.336 loss_class_0: 0.2316 loss_bbox_0: 0.1032 loss_giou_0: 0.3563 loss_class_1: 0.2199 loss_bbox_1: 0.09753 loss_giou_1: 0.3453 loss_class_2: 0.2123 loss_bbox_2: 0.09224 loss_giou_2: 0.3408 loss_class_3: 0.2112 loss_bbox_3: 0.09121 loss_giou_3: 0.3379 loss_class_4: 0.2085 loss_bbox_4: 0.0902 loss_giou_4: 0.3367 loss_class_enc: 0.2479 loss_bbox_enc: 0.1099 loss_giou_enc: 0.3684 loss_class_dn: 0.02566 loss_bbox_dn: 0.1092 loss_giou_dn: 0.2949 loss_class_dn_0: 0.07845 loss_bbox_dn_0: 0.1926 loss_giou_dn_0: 0.4352 loss_class_dn_1: 0.04802 loss_bbox_dn_1: 0.132 loss_giou_dn_1: 0.3345 loss_class_dn_2: 0.03495 loss_bbox_dn_2: 0.1138 loss_giou_dn_2: 0.305 loss_class_dn_3: 0.02923 loss_bbox_dn_3: 0.1106 loss_giou_dn_3: 0.2971 loss_class_dn_4: 0.02691 loss_bbox_dn_4: 0.1092 loss_giou_dn_4: 0.2949 time: 1.1218 data_time: 0.0928 lr: 1e-05 max_mem: 43695M [05/22 05:32:52 d2.utils.events]: eta: 10:37:08 iter: 190449 total_loss: 7.566 loss_class: 0.2066 loss_bbox: 0.09045 loss_giou: 0.3235 loss_class_0: 0.2303 loss_bbox_0: 0.09894 loss_giou_0: 0.3453 loss_class_1: 0.22 loss_bbox_1: 0.09289 loss_giou_1: 0.3324 loss_class_2: 0.2135 loss_bbox_2: 0.09222 loss_giou_2: 0.3304 loss_class_3: 0.21 loss_bbox_3: 0.09054 loss_giou_3: 0.3282 loss_class_4: 0.2068 loss_bbox_4: 0.09056 loss_giou_4: 0.324 loss_class_enc: 0.2459 loss_bbox_enc: 0.1056 loss_giou_enc: 0.3619 loss_class_dn: 0.02912 loss_bbox_dn: 0.1019 loss_giou_dn: 0.3009 loss_class_dn_0: 0.07733 loss_bbox_dn_0: 0.1732 loss_giou_dn_0: 0.442 loss_class_dn_1: 0.04829 loss_bbox_dn_1: 0.1229 loss_giou_dn_1: 0.3423 loss_class_dn_2: 0.03743 loss_bbox_dn_2: 0.1068 loss_giou_dn_2: 0.3093 loss_class_dn_3: 0.03249 loss_bbox_dn_3: 0.1034 loss_giou_dn_3: 0.3024 loss_class_dn_4: 0.02984 loss_bbox_dn_4: 0.1018 loss_giou_dn_4: 0.3006 time: 1.1218 data_time: 0.1021 lr: 1e-05 max_mem: 43695M [05/22 05:33:50 d2.utils.events]: eta: 10:36:26 iter: 190499 total_loss: 7.48 loss_class: 0.2029 loss_bbox: 0.09191 loss_giou: 0.3242 loss_class_0: 0.2284 loss_bbox_0: 0.1038 loss_giou_0: 0.3464 loss_class_1: 0.2172 loss_bbox_1: 0.09781 loss_giou_1: 0.3343 loss_class_2: 0.2108 loss_bbox_2: 0.09496 loss_giou_2: 0.3307 loss_class_3: 0.2092 loss_bbox_3: 0.09255 loss_giou_3: 0.3245 loss_class_4: 0.2049 loss_bbox_4: 0.09207 loss_giou_4: 0.3248 loss_class_enc: 0.2417 loss_bbox_enc: 0.1129 loss_giou_enc: 0.3608 loss_class_dn: 0.02884 loss_bbox_dn: 0.1098 loss_giou_dn: 0.2849 loss_class_dn_0: 0.07974 loss_bbox_dn_0: 0.1924 loss_giou_dn_0: 0.4283 loss_class_dn_1: 0.04941 loss_bbox_dn_1: 0.1322 loss_giou_dn_1: 0.3253 loss_class_dn_2: 0.03805 loss_bbox_dn_2: 0.1145 loss_giou_dn_2: 0.2951 loss_class_dn_3: 0.03278 loss_bbox_dn_3: 0.1112 loss_giou_dn_3: 0.287 loss_class_dn_4: 0.0295 loss_bbox_dn_4: 0.1098 loss_giou_dn_4: 0.2849 time: 1.1218 data_time: 0.0980 lr: 1e-05 max_mem: 43695M [05/22 05:34:48 d2.utils.events]: eta: 10:35:17 iter: 190549 total_loss: 7.462 loss_class: 0.2014 loss_bbox: 0.09083 loss_giou: 0.327 loss_class_0: 0.2239 loss_bbox_0: 0.1012 loss_giou_0: 0.3428 loss_class_1: 0.2139 loss_bbox_1: 0.09785 loss_giou_1: 0.3376 loss_class_2: 0.2078 loss_bbox_2: 0.09428 loss_giou_2: 0.3308 loss_class_3: 0.2055 loss_bbox_3: 0.09228 loss_giou_3: 0.3281 loss_class_4: 0.2022 loss_bbox_4: 0.09133 loss_giou_4: 0.3273 loss_class_enc: 0.2409 loss_bbox_enc: 0.1105 loss_giou_enc: 0.359 loss_class_dn: 0.02579 loss_bbox_dn: 0.1064 loss_giou_dn: 0.2908 loss_class_dn_0: 0.0774 loss_bbox_dn_0: 0.1895 loss_giou_dn_0: 0.4358 loss_class_dn_1: 0.04682 loss_bbox_dn_1: 0.1323 loss_giou_dn_1: 0.3303 loss_class_dn_2: 0.03529 loss_bbox_dn_2: 0.1127 loss_giou_dn_2: 0.2985 loss_class_dn_3: 0.02959 loss_bbox_dn_3: 0.1081 loss_giou_dn_3: 0.2921 loss_class_dn_4: 0.02656 loss_bbox_dn_4: 0.1064 loss_giou_dn_4: 0.2908 time: 1.1218 data_time: 0.0949 lr: 1e-05 max_mem: 43695M [05/22 05:35:44 d2.utils.events]: eta: 10:33:44 iter: 190599 total_loss: 7.498 loss_class: 0.2005 loss_bbox: 0.09126 loss_giou: 0.3243 loss_class_0: 0.2285 loss_bbox_0: 0.1023 loss_giou_0: 0.3474 loss_class_1: 0.2158 loss_bbox_1: 0.09647 loss_giou_1: 0.3348 loss_class_2: 0.2109 loss_bbox_2: 0.09406 loss_giou_2: 0.3287 loss_class_3: 0.207 loss_bbox_3: 0.09265 loss_giou_3: 0.3264 loss_class_4: 0.2017 loss_bbox_4: 0.09149 loss_giou_4: 0.3242 loss_class_enc: 0.2427 loss_bbox_enc: 0.1099 loss_giou_enc: 0.3663 loss_class_dn: 0.02622 loss_bbox_dn: 0.1077 loss_giou_dn: 0.289 loss_class_dn_0: 0.0789 loss_bbox_dn_0: 0.1845 loss_giou_dn_0: 0.4306 loss_class_dn_1: 0.04793 loss_bbox_dn_1: 0.1296 loss_giou_dn_1: 0.3269 loss_class_dn_2: 0.03523 loss_bbox_dn_2: 0.1125 loss_giou_dn_2: 0.2973 loss_class_dn_3: 0.03008 loss_bbox_dn_3: 0.1083 loss_giou_dn_3: 0.2904 loss_class_dn_4: 0.02677 loss_bbox_dn_4: 0.1076 loss_giou_dn_4: 0.2887 time: 1.1218 data_time: 0.1068 lr: 1e-05 max_mem: 43695M [05/22 05:36:41 d2.utils.events]: eta: 10:32:47 iter: 190649 total_loss: 7.361 loss_class: 0.1994 loss_bbox: 0.08886 loss_giou: 0.3261 loss_class_0: 0.2223 loss_bbox_0: 0.09803 loss_giou_0: 0.3439 loss_class_1: 0.2124 loss_bbox_1: 0.09322 loss_giou_1: 0.3342 loss_class_2: 0.2082 loss_bbox_2: 0.09057 loss_giou_2: 0.3286 loss_class_3: 0.2031 loss_bbox_3: 0.08869 loss_giou_3: 0.3268 loss_class_4: 0.2001 loss_bbox_4: 0.08906 loss_giou_4: 0.3254 loss_class_enc: 0.2412 loss_bbox_enc: 0.1047 loss_giou_enc: 0.3628 loss_class_dn: 0.02633 loss_bbox_dn: 0.1022 loss_giou_dn: 0.2892 loss_class_dn_0: 0.07452 loss_bbox_dn_0: 0.1754 loss_giou_dn_0: 0.4268 loss_class_dn_1: 0.04549 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3263 loss_class_dn_2: 0.03394 loss_bbox_dn_2: 0.1065 loss_giou_dn_2: 0.2966 loss_class_dn_3: 0.02917 loss_bbox_dn_3: 0.104 loss_giou_dn_3: 0.291 loss_class_dn_4: 0.02709 loss_bbox_dn_4: 0.1022 loss_giou_dn_4: 0.2887 time: 1.1218 data_time: 0.0942 lr: 1e-05 max_mem: 43695M [05/22 05:37:37 d2.utils.events]: eta: 10:31:21 iter: 190699 total_loss: 7.421 loss_class: 0.2034 loss_bbox: 0.09052 loss_giou: 0.3277 loss_class_0: 0.2297 loss_bbox_0: 0.1004 loss_giou_0: 0.346 loss_class_1: 0.2189 loss_bbox_1: 0.09418 loss_giou_1: 0.3368 loss_class_2: 0.2113 loss_bbox_2: 0.09133 loss_giou_2: 0.3341 loss_class_3: 0.2073 loss_bbox_3: 0.09077 loss_giou_3: 0.3302 loss_class_4: 0.2045 loss_bbox_4: 0.09049 loss_giou_4: 0.3283 loss_class_enc: 0.2438 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3641 loss_class_dn: 0.02602 loss_bbox_dn: 0.108 loss_giou_dn: 0.2867 loss_class_dn_0: 0.07727 loss_bbox_dn_0: 0.1763 loss_giou_dn_0: 0.4285 loss_class_dn_1: 0.04726 loss_bbox_dn_1: 0.1278 loss_giou_dn_1: 0.3248 loss_class_dn_2: 0.0342 loss_bbox_dn_2: 0.1114 loss_giou_dn_2: 0.2957 loss_class_dn_3: 0.02953 loss_bbox_dn_3: 0.1086 loss_giou_dn_3: 0.2888 loss_class_dn_4: 0.02698 loss_bbox_dn_4: 0.108 loss_giou_dn_4: 0.2866 time: 1.1218 data_time: 0.0918 lr: 1e-05 max_mem: 43695M [05/22 05:38:34 d2.utils.events]: eta: 10:30:16 iter: 190749 total_loss: 7.388 loss_class: 0.1945 loss_bbox: 0.09542 loss_giou: 0.3307 loss_class_0: 0.2189 loss_bbox_0: 0.104 loss_giou_0: 0.3532 loss_class_1: 0.2085 loss_bbox_1: 0.09978 loss_giou_1: 0.3428 loss_class_2: 0.2045 loss_bbox_2: 0.09608 loss_giou_2: 0.3364 loss_class_3: 0.2014 loss_bbox_3: 0.0953 loss_giou_3: 0.3305 loss_class_4: 0.197 loss_bbox_4: 0.09457 loss_giou_4: 0.3307 loss_class_enc: 0.2351 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3675 loss_class_dn: 0.02539 loss_bbox_dn: 0.1072 loss_giou_dn: 0.2868 loss_class_dn_0: 0.07248 loss_bbox_dn_0: 0.1818 loss_giou_dn_0: 0.4291 loss_class_dn_1: 0.04348 loss_bbox_dn_1: 0.1296 loss_giou_dn_1: 0.3261 loss_class_dn_2: 0.0324 loss_bbox_dn_2: 0.1126 loss_giou_dn_2: 0.2956 loss_class_dn_3: 0.02836 loss_bbox_dn_3: 0.1079 loss_giou_dn_3: 0.2886 loss_class_dn_4: 0.02654 loss_bbox_dn_4: 0.1072 loss_giou_dn_4: 0.2868 time: 1.1218 data_time: 0.0971 lr: 1e-05 max_mem: 43695M [05/22 05:39:31 d2.utils.events]: eta: 10:29:21 iter: 190799 total_loss: 7.551 loss_class: 0.2015 loss_bbox: 0.09355 loss_giou: 0.3307 loss_class_0: 0.226 loss_bbox_0: 0.1013 loss_giou_0: 0.3477 loss_class_1: 0.2141 loss_bbox_1: 0.09727 loss_giou_1: 0.3396 loss_class_2: 0.2082 loss_bbox_2: 0.09495 loss_giou_2: 0.3352 loss_class_3: 0.2063 loss_bbox_3: 0.09424 loss_giou_3: 0.3317 loss_class_4: 0.2035 loss_bbox_4: 0.09332 loss_giou_4: 0.3302 loss_class_enc: 0.2419 loss_bbox_enc: 0.1088 loss_giou_enc: 0.3627 loss_class_dn: 0.02863 loss_bbox_dn: 0.1046 loss_giou_dn: 0.2942 loss_class_dn_0: 0.0783 loss_bbox_dn_0: 0.1778 loss_giou_dn_0: 0.432 loss_class_dn_1: 0.04816 loss_bbox_dn_1: 0.1248 loss_giou_dn_1: 0.3313 loss_class_dn_2: 0.03679 loss_bbox_dn_2: 0.1087 loss_giou_dn_2: 0.3031 loss_class_dn_3: 0.03233 loss_bbox_dn_3: 0.1053 loss_giou_dn_3: 0.2965 loss_class_dn_4: 0.02912 loss_bbox_dn_4: 0.1046 loss_giou_dn_4: 0.2943 time: 1.1218 data_time: 0.0952 lr: 1e-05 max_mem: 43695M [05/22 05:40:36 d2.utils.events]: eta: 10:28:35 iter: 190849 total_loss: 7.436 loss_class: 0.1992 loss_bbox: 0.08831 loss_giou: 0.3331 loss_class_0: 0.2225 loss_bbox_0: 0.09828 loss_giou_0: 0.3503 loss_class_1: 0.2115 loss_bbox_1: 0.09236 loss_giou_1: 0.3419 loss_class_2: 0.2069 loss_bbox_2: 0.08966 loss_giou_2: 0.3364 loss_class_3: 0.2037 loss_bbox_3: 0.08884 loss_giou_3: 0.3326 loss_class_4: 0.2005 loss_bbox_4: 0.08847 loss_giou_4: 0.3328 loss_class_enc: 0.2403 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3684 loss_class_dn: 0.02914 loss_bbox_dn: 0.1008 loss_giou_dn: 0.2866 loss_class_dn_0: 0.07749 loss_bbox_dn_0: 0.1764 loss_giou_dn_0: 0.4334 loss_class_dn_1: 0.04894 loss_bbox_dn_1: 0.1195 loss_giou_dn_1: 0.3267 loss_class_dn_2: 0.03757 loss_bbox_dn_2: 0.1047 loss_giou_dn_2: 0.2947 loss_class_dn_3: 0.03305 loss_bbox_dn_3: 0.1017 loss_giou_dn_3: 0.2877 loss_class_dn_4: 0.03018 loss_bbox_dn_4: 0.1008 loss_giou_dn_4: 0.2866 time: 1.1218 data_time: 0.0998 lr: 1e-05 max_mem: 43695M [05/22 05:41:39 d2.utils.events]: eta: 10:28:16 iter: 190899 total_loss: 7.39 loss_class: 0.1971 loss_bbox: 0.09219 loss_giou: 0.3342 loss_class_0: 0.221 loss_bbox_0: 0.1007 loss_giou_0: 0.3512 loss_class_1: 0.2105 loss_bbox_1: 0.09481 loss_giou_1: 0.3411 loss_class_2: 0.2039 loss_bbox_2: 0.09312 loss_giou_2: 0.3376 loss_class_3: 0.2004 loss_bbox_3: 0.09234 loss_giou_3: 0.3341 loss_class_4: 0.1982 loss_bbox_4: 0.0922 loss_giou_4: 0.3336 loss_class_enc: 0.2396 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3653 loss_class_dn: 0.02607 loss_bbox_dn: 0.1032 loss_giou_dn: 0.2907 loss_class_dn_0: 0.07683 loss_bbox_dn_0: 0.1802 loss_giou_dn_0: 0.4321 loss_class_dn_1: 0.04721 loss_bbox_dn_1: 0.1258 loss_giou_dn_1: 0.3288 loss_class_dn_2: 0.03489 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.299 loss_class_dn_3: 0.03004 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2931 loss_class_dn_4: 0.02695 loss_bbox_dn_4: 0.1032 loss_giou_dn_4: 0.2906 time: 1.1218 data_time: 0.1029 lr: 1e-05 max_mem: 43695M [05/22 05:42:37 d2.utils.events]: eta: 10:26:45 iter: 190949 total_loss: 7.551 loss_class: 0.2013 loss_bbox: 0.09101 loss_giou: 0.329 loss_class_0: 0.2287 loss_bbox_0: 0.1026 loss_giou_0: 0.3458 loss_class_1: 0.2196 loss_bbox_1: 0.0967 loss_giou_1: 0.3359 loss_class_2: 0.2147 loss_bbox_2: 0.09169 loss_giou_2: 0.3316 loss_class_3: 0.2095 loss_bbox_3: 0.0904 loss_giou_3: 0.3288 loss_class_4: 0.2037 loss_bbox_4: 0.09117 loss_giou_4: 0.3287 loss_class_enc: 0.2448 loss_bbox_enc: 0.1109 loss_giou_enc: 0.3616 loss_class_dn: 0.0277 loss_bbox_dn: 0.1065 loss_giou_dn: 0.2921 loss_class_dn_0: 0.07912 loss_bbox_dn_0: 0.1829 loss_giou_dn_0: 0.4273 loss_class_dn_1: 0.04977 loss_bbox_dn_1: 0.1248 loss_giou_dn_1: 0.3327 loss_class_dn_2: 0.03886 loss_bbox_dn_2: 0.1106 loss_giou_dn_2: 0.3005 loss_class_dn_3: 0.03349 loss_bbox_dn_3: 0.1068 loss_giou_dn_3: 0.2929 loss_class_dn_4: 0.02927 loss_bbox_dn_4: 0.1065 loss_giou_dn_4: 0.2918 time: 1.1218 data_time: 0.0986 lr: 1e-05 max_mem: 43695M [05/22 05:43:34 d2.utils.events]: eta: 10:25:37 iter: 190999 total_loss: 7.468 loss_class: 0.202 loss_bbox: 0.09078 loss_giou: 0.3324 loss_class_0: 0.2256 loss_bbox_0: 0.1015 loss_giou_0: 0.3516 loss_class_1: 0.2146 loss_bbox_1: 0.09673 loss_giou_1: 0.3431 loss_class_2: 0.2105 loss_bbox_2: 0.09379 loss_giou_2: 0.3363 loss_class_3: 0.2075 loss_bbox_3: 0.09184 loss_giou_3: 0.3328 loss_class_4: 0.2035 loss_bbox_4: 0.09087 loss_giou_4: 0.3329 loss_class_enc: 0.2415 loss_bbox_enc: 0.1094 loss_giou_enc: 0.3672 loss_class_dn: 0.02671 loss_bbox_dn: 0.1055 loss_giou_dn: 0.2896 loss_class_dn_0: 0.07757 loss_bbox_dn_0: 0.1835 loss_giou_dn_0: 0.432 loss_class_dn_1: 0.04947 loss_bbox_dn_1: 0.1271 loss_giou_dn_1: 0.3341 loss_class_dn_2: 0.03714 loss_bbox_dn_2: 0.1094 loss_giou_dn_2: 0.3002 loss_class_dn_3: 0.03206 loss_bbox_dn_3: 0.1065 loss_giou_dn_3: 0.2919 loss_class_dn_4: 0.0275 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.2895 time: 1.1218 data_time: 0.1090 lr: 1e-05 max_mem: 43695M [05/22 05:44:31 d2.utils.events]: eta: 10:25:37 iter: 191049 total_loss: 7.586 loss_class: 0.2058 loss_bbox: 0.088 loss_giou: 0.3352 loss_class_0: 0.2294 loss_bbox_0: 0.0951 loss_giou_0: 0.3502 loss_class_1: 0.2197 loss_bbox_1: 0.09142 loss_giou_1: 0.3441 loss_class_2: 0.2135 loss_bbox_2: 0.08933 loss_giou_2: 0.3392 loss_class_3: 0.2102 loss_bbox_3: 0.08807 loss_giou_3: 0.3366 loss_class_4: 0.2063 loss_bbox_4: 0.08771 loss_giou_4: 0.3366 loss_class_enc: 0.2457 loss_bbox_enc: 0.1016 loss_giou_enc: 0.3653 loss_class_dn: 0.02696 loss_bbox_dn: 0.09956 loss_giou_dn: 0.2998 loss_class_dn_0: 0.07602 loss_bbox_dn_0: 0.1743 loss_giou_dn_0: 0.4363 loss_class_dn_1: 0.04574 loss_bbox_dn_1: 0.1205 loss_giou_dn_1: 0.3349 loss_class_dn_2: 0.03463 loss_bbox_dn_2: 0.1045 loss_giou_dn_2: 0.3082 loss_class_dn_3: 0.02987 loss_bbox_dn_3: 0.1008 loss_giou_dn_3: 0.3016 loss_class_dn_4: 0.02738 loss_bbox_dn_4: 0.09957 loss_giou_dn_4: 0.2997 time: 1.1218 data_time: 0.1005 lr: 1e-05 max_mem: 43695M [05/22 05:45:32 d2.utils.events]: eta: 10:23:53 iter: 191099 total_loss: 7.316 loss_class: 0.1945 loss_bbox: 0.09211 loss_giou: 0.319 loss_class_0: 0.2192 loss_bbox_0: 0.1021 loss_giou_0: 0.3345 loss_class_1: 0.2063 loss_bbox_1: 0.09687 loss_giou_1: 0.327 loss_class_2: 0.2006 loss_bbox_2: 0.09375 loss_giou_2: 0.3208 loss_class_3: 0.1991 loss_bbox_3: 0.09357 loss_giou_3: 0.3201 loss_class_4: 0.1956 loss_bbox_4: 0.0924 loss_giou_4: 0.3191 loss_class_enc: 0.2331 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3494 loss_class_dn: 0.02713 loss_bbox_dn: 0.1059 loss_giou_dn: 0.2845 loss_class_dn_0: 0.07817 loss_bbox_dn_0: 0.1832 loss_giou_dn_0: 0.4238 loss_class_dn_1: 0.05004 loss_bbox_dn_1: 0.1272 loss_giou_dn_1: 0.3215 loss_class_dn_2: 0.03744 loss_bbox_dn_2: 0.1116 loss_giou_dn_2: 0.2916 loss_class_dn_3: 0.03268 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.286 loss_class_dn_4: 0.02853 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.2846 time: 1.1218 data_time: 0.1007 lr: 1e-05 max_mem: 43695M [05/22 05:46:30 d2.utils.events]: eta: 10:23:06 iter: 191149 total_loss: 7.542 loss_class: 0.1993 loss_bbox: 0.0915 loss_giou: 0.3349 loss_class_0: 0.2235 loss_bbox_0: 0.1001 loss_giou_0: 0.3515 loss_class_1: 0.2105 loss_bbox_1: 0.09487 loss_giou_1: 0.3449 loss_class_2: 0.2058 loss_bbox_2: 0.0933 loss_giou_2: 0.3418 loss_class_3: 0.2037 loss_bbox_3: 0.09147 loss_giou_3: 0.3374 loss_class_4: 0.2013 loss_bbox_4: 0.09147 loss_giou_4: 0.3355 loss_class_enc: 0.2405 loss_bbox_enc: 0.1059 loss_giou_enc: 0.368 loss_class_dn: 0.02492 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2967 loss_class_dn_0: 0.07384 loss_bbox_dn_0: 0.1813 loss_giou_dn_0: 0.4364 loss_class_dn_1: 0.04476 loss_bbox_dn_1: 0.1237 loss_giou_dn_1: 0.3349 loss_class_dn_2: 0.03289 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.304 loss_class_dn_3: 0.02862 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2974 loss_class_dn_4: 0.0257 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.2964 time: 1.1218 data_time: 0.1038 lr: 1e-05 max_mem: 43695M [05/22 05:47:28 d2.utils.events]: eta: 10:22:11 iter: 191199 total_loss: 7.733 loss_class: 0.2103 loss_bbox: 0.0949 loss_giou: 0.3324 loss_class_0: 0.2331 loss_bbox_0: 0.1065 loss_giou_0: 0.3541 loss_class_1: 0.2225 loss_bbox_1: 0.1005 loss_giou_1: 0.3444 loss_class_2: 0.2168 loss_bbox_2: 0.09739 loss_giou_2: 0.3386 loss_class_3: 0.2161 loss_bbox_3: 0.0959 loss_giou_3: 0.3346 loss_class_4: 0.2116 loss_bbox_4: 0.09534 loss_giou_4: 0.3334 loss_class_enc: 0.2518 loss_bbox_enc: 0.1111 loss_giou_enc: 0.3691 loss_class_dn: 0.02876 loss_bbox_dn: 0.1158 loss_giou_dn: 0.2976 loss_class_dn_0: 0.07924 loss_bbox_dn_0: 0.1901 loss_giou_dn_0: 0.4419 loss_class_dn_1: 0.05056 loss_bbox_dn_1: 0.1386 loss_giou_dn_1: 0.3394 loss_class_dn_2: 0.03782 loss_bbox_dn_2: 0.1203 loss_giou_dn_2: 0.3078 loss_class_dn_3: 0.03283 loss_bbox_dn_3: 0.1169 loss_giou_dn_3: 0.2991 loss_class_dn_4: 0.02946 loss_bbox_dn_4: 0.1159 loss_giou_dn_4: 0.2974 time: 1.1218 data_time: 0.0981 lr: 1e-05 max_mem: 43695M [05/22 05:48:26 d2.utils.events]: eta: 10:22:03 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loss_class_2: 0.2001 loss_bbox_2: 0.09538 loss_giou_2: 0.3314 loss_class_3: 0.1993 loss_bbox_3: 0.09543 loss_giou_3: 0.331 loss_class_4: 0.1978 loss_bbox_4: 0.09351 loss_giou_4: 0.3287 loss_class_enc: 0.2345 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3595 loss_class_dn: 0.02586 loss_bbox_dn: 0.1004 loss_giou_dn: 0.2909 loss_class_dn_0: 0.07587 loss_bbox_dn_0: 0.1789 loss_giou_dn_0: 0.4251 loss_class_dn_1: 0.04533 loss_bbox_dn_1: 0.1212 loss_giou_dn_1: 0.3273 loss_class_dn_2: 0.03272 loss_bbox_dn_2: 0.1054 loss_giou_dn_2: 0.301 loss_class_dn_3: 0.02888 loss_bbox_dn_3: 0.1017 loss_giou_dn_3: 0.2926 loss_class_dn_4: 0.02666 loss_bbox_dn_4: 0.1004 loss_giou_dn_4: 0.291 time: 1.1219 data_time: 0.1074 lr: 1e-05 max_mem: 43695M [05/22 06:09:42 d2.utils.events]: eta: 10:01:51 iter: 192349 total_loss: 7.5 loss_class: 0.1993 loss_bbox: 0.09035 loss_giou: 0.3267 loss_class_0: 0.2242 loss_bbox_0: 0.1017 loss_giou_0: 0.3513 loss_class_1: 0.2144 loss_bbox_1: 0.09436 loss_giou_1: 0.337 loss_class_2: 0.2069 loss_bbox_2: 0.09274 loss_giou_2: 0.3317 loss_class_3: 0.2041 loss_bbox_3: 0.09087 loss_giou_3: 0.3268 loss_class_4: 0.201 loss_bbox_4: 0.09057 loss_giou_4: 0.3267 loss_class_enc: 0.2404 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3655 loss_class_dn: 0.02643 loss_bbox_dn: 0.1054 loss_giou_dn: 0.2951 loss_class_dn_0: 0.07643 loss_bbox_dn_0: 0.1807 loss_giou_dn_0: 0.4358 loss_class_dn_1: 0.04736 loss_bbox_dn_1: 0.1258 loss_giou_dn_1: 0.3367 loss_class_dn_2: 0.03599 loss_bbox_dn_2: 0.1101 loss_giou_dn_2: 0.3047 loss_class_dn_3: 0.03148 loss_bbox_dn_3: 0.1069 loss_giou_dn_3: 0.2975 loss_class_dn_4: 0.02769 loss_bbox_dn_4: 0.1055 loss_giou_dn_4: 0.295 time: 1.1219 data_time: 0.0980 lr: 1e-05 max_mem: 43695M [05/22 06:10:39 d2.utils.events]: eta: 10:00:56 iter: 192399 total_loss: 7.469 loss_class: 0.2012 loss_bbox: 0.09287 loss_giou: 0.3273 loss_class_0: 0.2245 loss_bbox_0: 0.1007 loss_giou_0: 0.3459 loss_class_1: 0.215 loss_bbox_1: 0.09672 loss_giou_1: 0.336 loss_class_2: 0.2082 loss_bbox_2: 0.09348 loss_giou_2: 0.3319 loss_class_3: 0.2052 loss_bbox_3: 0.09274 loss_giou_3: 0.3308 loss_class_4: 0.2016 loss_bbox_4: 0.09262 loss_giou_4: 0.3284 loss_class_enc: 0.2407 loss_bbox_enc: 0.1058 loss_giou_enc: 0.3647 loss_class_dn: 0.02703 loss_bbox_dn: 0.1095 loss_giou_dn: 0.2928 loss_class_dn_0: 0.07554 loss_bbox_dn_0: 0.1773 loss_giou_dn_0: 0.4333 loss_class_dn_1: 0.04667 loss_bbox_dn_1: 0.1309 loss_giou_dn_1: 0.3323 loss_class_dn_2: 0.03541 loss_bbox_dn_2: 0.1149 loss_giou_dn_2: 0.3034 loss_class_dn_3: 0.03011 loss_bbox_dn_3: 0.1106 loss_giou_dn_3: 0.2948 loss_class_dn_4: 0.02757 loss_bbox_dn_4: 0.1095 loss_giou_dn_4: 0.2929 time: 1.1219 data_time: 0.0969 lr: 1e-05 max_mem: 43695M [05/22 06:11:36 d2.utils.events]: eta: 10:00:32 iter: 192449 total_loss: 7.509 loss_class: 0.1995 loss_bbox: 0.09078 loss_giou: 0.3228 loss_class_0: 0.2285 loss_bbox_0: 0.1016 loss_giou_0: 0.346 loss_class_1: 0.2162 loss_bbox_1: 0.09623 loss_giou_1: 0.3353 loss_class_2: 0.2091 loss_bbox_2: 0.09238 loss_giou_2: 0.3279 loss_class_3: 0.2049 loss_bbox_3: 0.09133 loss_giou_3: 0.3246 loss_class_4: 0.2019 loss_bbox_4: 0.09014 loss_giou_4: 0.3219 loss_class_enc: 0.2442 loss_bbox_enc: 0.1064 loss_giou_enc: 0.3624 loss_class_dn: 0.02658 loss_bbox_dn: 0.1065 loss_giou_dn: 0.2911 loss_class_dn_0: 0.07747 loss_bbox_dn_0: 0.1801 loss_giou_dn_0: 0.433 loss_class_dn_1: 0.04946 loss_bbox_dn_1: 0.1256 loss_giou_dn_1: 0.3329 loss_class_dn_2: 0.03681 loss_bbox_dn_2: 0.1102 loss_giou_dn_2: 0.3007 loss_class_dn_3: 0.03061 loss_bbox_dn_3: 0.1075 loss_giou_dn_3: 0.2926 loss_class_dn_4: 0.02791 loss_bbox_dn_4: 0.1065 loss_giou_dn_4: 0.2908 time: 1.1219 data_time: 0.0994 lr: 1e-05 max_mem: 43695M [05/22 06:12:33 d2.utils.events]: eta: 9:59:50 iter: 192499 total_loss: 7.378 loss_class: 0.1986 loss_bbox: 0.09097 loss_giou: 0.3307 loss_class_0: 0.2188 loss_bbox_0: 0.1021 loss_giou_0: 0.3492 loss_class_1: 0.2109 loss_bbox_1: 0.09659 loss_giou_1: 0.3403 loss_class_2: 0.2056 loss_bbox_2: 0.09356 loss_giou_2: 0.3344 loss_class_3: 0.2018 loss_bbox_3: 0.0922 loss_giou_3: 0.3317 loss_class_4: 0.1988 loss_bbox_4: 0.09155 loss_giou_4: 0.3299 loss_class_enc: 0.2336 loss_bbox_enc: 0.1077 loss_giou_enc: 0.3665 loss_class_dn: 0.02248 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2901 loss_class_dn_0: 0.07195 loss_bbox_dn_0: 0.178 loss_giou_dn_0: 0.4289 loss_class_dn_1: 0.04472 loss_bbox_dn_1: 0.125 loss_giou_dn_1: 0.3265 loss_class_dn_2: 0.03154 loss_bbox_dn_2: 0.1103 loss_giou_dn_2: 0.298 loss_class_dn_3: 0.02665 loss_bbox_dn_3: 0.1067 loss_giou_dn_3: 0.2912 loss_class_dn_4: 0.02323 loss_bbox_dn_4: 0.1057 loss_giou_dn_4: 0.2894 time: 1.1219 data_time: 0.1011 lr: 1e-05 max_mem: 43695M [05/22 06:13:31 d2.utils.events]: eta: 9:58:35 iter: 192549 total_loss: 7.507 loss_class: 0.1991 loss_bbox: 0.09147 loss_giou: 0.3309 loss_class_0: 0.2199 loss_bbox_0: 0.1013 loss_giou_0: 0.35 loss_class_1: 0.2099 loss_bbox_1: 0.09601 loss_giou_1: 0.341 loss_class_2: 0.2045 loss_bbox_2: 0.09316 loss_giou_2: 0.3346 loss_class_3: 0.2025 loss_bbox_3: 0.09177 loss_giou_3: 0.3302 loss_class_4: 0.2003 loss_bbox_4: 0.09137 loss_giou_4: 0.3301 loss_class_enc: 0.2347 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3625 loss_class_dn: 0.02629 loss_bbox_dn: 0.1064 loss_giou_dn: 0.2919 loss_class_dn_0: 0.0768 loss_bbox_dn_0: 0.1828 loss_giou_dn_0: 0.4334 loss_class_dn_1: 0.04643 loss_bbox_dn_1: 0.1274 loss_giou_dn_1: 0.3341 loss_class_dn_2: 0.03513 loss_bbox_dn_2: 0.1106 loss_giou_dn_2: 0.3009 loss_class_dn_3: 0.03039 loss_bbox_dn_3: 0.1074 loss_giou_dn_3: 0.2939 loss_class_dn_4: 0.02674 loss_bbox_dn_4: 0.1065 loss_giou_dn_4: 0.2919 time: 1.1219 data_time: 0.1114 lr: 1e-05 max_mem: 43695M [05/22 06:14:27 d2.utils.events]: eta: 9:57:02 iter: 192599 total_loss: 7.435 loss_class: 0.1995 loss_bbox: 0.09196 loss_giou: 0.3224 loss_class_0: 0.2232 loss_bbox_0: 0.1003 loss_giou_0: 0.3418 loss_class_1: 0.2123 loss_bbox_1: 0.09658 loss_giou_1: 0.3313 loss_class_2: 0.2081 loss_bbox_2: 0.09384 loss_giou_2: 0.3281 loss_class_3: 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loss_bbox_3: 0.09106 loss_giou_3: 0.3342 loss_class_4: 0.2009 loss_bbox_4: 0.09184 loss_giou_4: 0.334 loss_class_enc: 0.2383 loss_bbox_enc: 0.1086 loss_giou_enc: 0.367 loss_class_dn: 0.02405 loss_bbox_dn: 0.1054 loss_giou_dn: 0.2905 loss_class_dn_0: 0.0758 loss_bbox_dn_0: 0.1771 loss_giou_dn_0: 0.4259 loss_class_dn_1: 0.04539 loss_bbox_dn_1: 0.1274 loss_giou_dn_1: 0.3267 loss_class_dn_2: 0.0333 loss_bbox_dn_2: 0.1092 loss_giou_dn_2: 0.2993 loss_class_dn_3: 0.02816 loss_bbox_dn_3: 0.1061 loss_giou_dn_3: 0.2921 loss_class_dn_4: 0.02539 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.2904 time: 1.1219 data_time: 0.1062 lr: 1e-05 max_mem: 43695M [05/22 06:16:27 d2.utils.events]: eta: 9:55:11 iter: 192699 total_loss: 7.388 loss_class: 0.1996 loss_bbox: 0.08996 loss_giou: 0.3307 loss_class_0: 0.2242 loss_bbox_0: 0.09833 loss_giou_0: 0.3478 loss_class_1: 0.215 loss_bbox_1: 0.09399 loss_giou_1: 0.3389 loss_class_2: 0.2079 loss_bbox_2: 0.09053 loss_giou_2: 0.3356 loss_class_3: 0.2058 loss_bbox_3: 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[05/22 07:10:52 d2.utils.events]: eta: 9:02:04 iter: 195549 total_loss: 7.341 loss_class: 0.1996 loss_bbox: 0.08852 loss_giou: 0.3285 loss_class_0: 0.2204 loss_bbox_0: 0.1004 loss_giou_0: 0.3498 loss_class_1: 0.2102 loss_bbox_1: 0.09611 loss_giou_1: 0.3375 loss_class_2: 0.2048 loss_bbox_2: 0.09164 loss_giou_2: 0.3335 loss_class_3: 0.2027 loss_bbox_3: 0.08979 loss_giou_3: 0.329 loss_class_4: 0.2009 loss_bbox_4: 0.08878 loss_giou_4: 0.3293 loss_class_enc: 0.2369 loss_bbox_enc: 0.1062 loss_giou_enc: 0.3635 loss_class_dn: 0.02472 loss_bbox_dn: 0.1006 loss_giou_dn: 0.2888 loss_class_dn_0: 0.07462 loss_bbox_dn_0: 0.1773 loss_giou_dn_0: 0.428 loss_class_dn_1: 0.04362 loss_bbox_dn_1: 0.1204 loss_giou_dn_1: 0.3267 loss_class_dn_2: 0.03321 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.2961 loss_class_dn_3: 0.0287 loss_bbox_dn_3: 0.1021 loss_giou_dn_3: 0.2901 loss_class_dn_4: 0.02578 loss_bbox_dn_4: 0.1006 loss_giou_dn_4: 0.2887 time: 1.1221 data_time: 0.1004 lr: 1e-05 max_mem: 43695M [05/22 07:11:49 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d2.utils.events]: eta: 8:59:53 iter: 195649 total_loss: 7.531 loss_class: 0.1996 loss_bbox: 0.08968 loss_giou: 0.3227 loss_class_0: 0.2235 loss_bbox_0: 0.09793 loss_giou_0: 0.3432 loss_class_1: 0.2152 loss_bbox_1: 0.09167 loss_giou_1: 0.3341 loss_class_2: 0.2105 loss_bbox_2: 0.09136 loss_giou_2: 0.3271 loss_class_3: 0.2073 loss_bbox_3: 0.08974 loss_giou_3: 0.324 loss_class_4: 0.2025 loss_bbox_4: 0.08966 loss_giou_4: 0.3231 loss_class_enc: 0.2411 loss_bbox_enc: 0.1062 loss_giou_enc: 0.3577 loss_class_dn: 0.02836 loss_bbox_dn: 0.1068 loss_giou_dn: 0.2909 loss_class_dn_0: 0.07827 loss_bbox_dn_0: 0.1833 loss_giou_dn_0: 0.4335 loss_class_dn_1: 0.0487 loss_bbox_dn_1: 0.1263 loss_giou_dn_1: 0.3269 loss_class_dn_2: 0.03751 loss_bbox_dn_2: 0.112 loss_giou_dn_2: 0.2989 loss_class_dn_3: 0.03266 loss_bbox_dn_3: 0.1082 loss_giou_dn_3: 0.2924 loss_class_dn_4: 0.02949 loss_bbox_dn_4: 0.1068 loss_giou_dn_4: 0.2906 time: 1.1221 data_time: 0.0966 lr: 1e-05 max_mem: 43695M [05/22 07:13:43 d2.utils.events]: eta: 8:58:58 iter: 195699 total_loss: 7.671 loss_class: 0.2024 loss_bbox: 0.09337 loss_giou: 0.3424 loss_class_0: 0.2261 loss_bbox_0: 0.1022 loss_giou_0: 0.3603 loss_class_1: 0.2161 loss_bbox_1: 0.09714 loss_giou_1: 0.3515 loss_class_2: 0.2113 loss_bbox_2: 0.09381 loss_giou_2: 0.3449 loss_class_3: 0.2078 loss_bbox_3: 0.09376 loss_giou_3: 0.3434 loss_class_4: 0.2037 loss_bbox_4: 0.09318 loss_giou_4: 0.3431 loss_class_enc: 0.2426 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3724 loss_class_dn: 0.02643 loss_bbox_dn: 0.1046 loss_giou_dn: 0.2955 loss_class_dn_0: 0.07896 loss_bbox_dn_0: 0.1757 loss_giou_dn_0: 0.4411 loss_class_dn_1: 0.04791 loss_bbox_dn_1: 0.1247 loss_giou_dn_1: 0.3372 loss_class_dn_2: 0.03527 loss_bbox_dn_2: 0.1091 loss_giou_dn_2: 0.3059 loss_class_dn_3: 0.02979 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2986 loss_class_dn_4: 0.02728 loss_bbox_dn_4: 0.1044 loss_giou_dn_4: 0.2955 time: 1.1221 data_time: 0.0942 lr: 1e-05 max_mem: 43695M [05/22 07:14:41 d2.utils.events]: eta: 8:58:31 iter: 195749 total_loss: 7.59 loss_class: 0.2006 loss_bbox: 0.09212 loss_giou: 0.3247 loss_class_0: 0.2241 loss_bbox_0: 0.1032 loss_giou_0: 0.3426 loss_class_1: 0.2162 loss_bbox_1: 0.09719 loss_giou_1: 0.334 loss_class_2: 0.2076 loss_bbox_2: 0.09464 loss_giou_2: 0.3305 loss_class_3: 0.2047 loss_bbox_3: 0.0932 loss_giou_3: 0.3267 loss_class_4: 0.2024 loss_bbox_4: 0.09304 loss_giou_4: 0.3256 loss_class_enc: 0.2394 loss_bbox_enc: 0.109 loss_giou_enc: 0.3601 loss_class_dn: 0.02768 loss_bbox_dn: 0.1055 loss_giou_dn: 0.2942 loss_class_dn_0: 0.0782 loss_bbox_dn_0: 0.181 loss_giou_dn_0: 0.4379 loss_class_dn_1: 0.04937 loss_bbox_dn_1: 0.1249 loss_giou_dn_1: 0.3336 loss_class_dn_2: 0.03741 loss_bbox_dn_2: 0.1097 loss_giou_dn_2: 0.3025 loss_class_dn_3: 0.0331 loss_bbox_dn_3: 0.1065 loss_giou_dn_3: 0.2961 loss_class_dn_4: 0.02841 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.2943 time: 1.1221 data_time: 0.1019 lr: 1e-05 max_mem: 43695M [05/22 07:15:38 d2.utils.events]: 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total_loss: 7.679 loss_class: 0.2063 loss_bbox: 0.09418 loss_giou: 0.332 loss_class_0: 0.2299 loss_bbox_0: 0.1044 loss_giou_0: 0.3502 loss_class_1: 0.2178 loss_bbox_1: 0.0979 loss_giou_1: 0.3413 loss_class_2: 0.2124 loss_bbox_2: 0.09671 loss_giou_2: 0.3363 loss_class_3: 0.2106 loss_bbox_3: 0.09488 loss_giou_3: 0.3339 loss_class_4: 0.2082 loss_bbox_4: 0.09474 loss_giou_4: 0.3314 loss_class_enc: 0.2483 loss_bbox_enc: 0.1093 loss_giou_enc: 0.3642 loss_class_dn: 0.02811 loss_bbox_dn: 0.105 loss_giou_dn: 0.2943 loss_class_dn_0: 0.07811 loss_bbox_dn_0: 0.1851 loss_giou_dn_0: 0.4357 loss_class_dn_1: 0.04858 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.3363 loss_class_dn_2: 0.03683 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.3044 loss_class_dn_3: 0.03204 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2964 loss_class_dn_4: 0.02899 loss_bbox_dn_4: 0.105 loss_giou_dn_4: 0.2943 time: 1.1221 data_time: 0.1017 lr: 1e-05 max_mem: 43695M [05/22 07:18:32 d2.utils.events]: eta: 8:55:03 iter: 195949 total_loss: 7.45 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loss_class_1: 0.2054 loss_bbox_1: 0.09449 loss_giou_1: 0.3404 loss_class_2: 0.2009 loss_bbox_2: 0.09043 loss_giou_2: 0.3327 loss_class_3: 0.1993 loss_bbox_3: 0.08986 loss_giou_3: 0.332 loss_class_4: 0.1954 loss_bbox_4: 0.08973 loss_giou_4: 0.3305 loss_class_enc: 0.2318 loss_bbox_enc: 0.1051 loss_giou_enc: 0.366 loss_class_dn: 0.02531 loss_bbox_dn: 0.09941 loss_giou_dn: 0.287 loss_class_dn_0: 0.0727 loss_bbox_dn_0: 0.1736 loss_giou_dn_0: 0.4284 loss_class_dn_1: 0.04475 loss_bbox_dn_1: 0.1171 loss_giou_dn_1: 0.3249 loss_class_dn_2: 0.03309 loss_bbox_dn_2: 0.1028 loss_giou_dn_2: 0.2951 loss_class_dn_3: 0.02866 loss_bbox_dn_3: 0.1004 loss_giou_dn_3: 0.2884 loss_class_dn_4: 0.02608 loss_bbox_dn_4: 0.09946 loss_giou_dn_4: 0.2871 time: 1.1222 data_time: 0.0972 lr: 1e-05 max_mem: 43695M [05/22 07:28:09 d2.utils.events]: eta: 8:46:08 iter: 196449 total_loss: 7.357 loss_class: 0.203 loss_bbox: 0.08984 loss_giou: 0.3201 loss_class_0: 0.2237 loss_bbox_0: 0.1001 loss_giou_0: 0.3401 loss_class_1: 0.2132 loss_bbox_1: 0.09566 loss_giou_1: 0.3313 loss_class_2: 0.2095 loss_bbox_2: 0.09159 loss_giou_2: 0.3259 loss_class_3: 0.2065 loss_bbox_3: 0.08959 loss_giou_3: 0.3206 loss_class_4: 0.2044 loss_bbox_4: 0.09042 loss_giou_4: 0.3207 loss_class_enc: 0.2419 loss_bbox_enc: 0.1059 loss_giou_enc: 0.3547 loss_class_dn: 0.02718 loss_bbox_dn: 0.1042 loss_giou_dn: 0.2885 loss_class_dn_0: 0.0769 loss_bbox_dn_0: 0.1827 loss_giou_dn_0: 0.4282 loss_class_dn_1: 0.04795 loss_bbox_dn_1: 0.1271 loss_giou_dn_1: 0.3307 loss_class_dn_2: 0.03632 loss_bbox_dn_2: 0.1093 loss_giou_dn_2: 0.2986 loss_class_dn_3: 0.03074 loss_bbox_dn_3: 0.1053 loss_giou_dn_3: 0.2909 loss_class_dn_4: 0.02846 loss_bbox_dn_4: 0.1043 loss_giou_dn_4: 0.2885 time: 1.1222 data_time: 0.1005 lr: 1e-05 max_mem: 43695M [05/22 07:29:06 d2.utils.events]: eta: 8:45:08 iter: 196499 total_loss: 7.405 loss_class: 0.198 loss_bbox: 0.08891 loss_giou: 0.3261 loss_class_0: 0.2242 loss_bbox_0: 0.09845 loss_giou_0: 0.3445 loss_class_1: 0.2131 loss_bbox_1: 0.09305 loss_giou_1: 0.3338 loss_class_2: 0.208 loss_bbox_2: 0.09056 loss_giou_2: 0.33 loss_class_3: 0.2036 loss_bbox_3: 0.08869 loss_giou_3: 0.3298 loss_class_4: 0.2003 loss_bbox_4: 0.08859 loss_giou_4: 0.3256 loss_class_enc: 0.2398 loss_bbox_enc: 0.1039 loss_giou_enc: 0.3611 loss_class_dn: 0.0255 loss_bbox_dn: 0.1042 loss_giou_dn: 0.2957 loss_class_dn_0: 0.07445 loss_bbox_dn_0: 0.1796 loss_giou_dn_0: 0.4322 loss_class_dn_1: 0.04609 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3312 loss_class_dn_2: 0.03481 loss_bbox_dn_2: 0.1086 loss_giou_dn_2: 0.3042 loss_class_dn_3: 0.02992 loss_bbox_dn_3: 0.1053 loss_giou_dn_3: 0.2972 loss_class_dn_4: 0.02706 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2956 time: 1.1222 data_time: 0.1004 lr: 1e-05 max_mem: 43695M [05/22 07:30:02 d2.utils.events]: eta: 8:44:13 iter: 196549 total_loss: 7.449 loss_class: 0.2111 loss_bbox: 0.09161 loss_giou: 0.3226 loss_class_0: 0.2315 loss_bbox_0: 0.1016 loss_giou_0: 0.3425 loss_class_1: 0.2232 loss_bbox_1: 0.09544 loss_giou_1: 0.3323 loss_class_2: 0.216 loss_bbox_2: 0.09331 loss_giou_2: 0.3265 loss_class_3: 0.2137 loss_bbox_3: 0.09141 loss_giou_3: 0.3246 loss_class_4: 0.2107 loss_bbox_4: 0.09136 loss_giou_4: 0.3237 loss_class_enc: 0.2484 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3584 loss_class_dn: 0.02684 loss_bbox_dn: 0.1059 loss_giou_dn: 0.2862 loss_class_dn_0: 0.07924 loss_bbox_dn_0: 0.1858 loss_giou_dn_0: 0.4295 loss_class_dn_1: 0.04863 loss_bbox_dn_1: 0.1283 loss_giou_dn_1: 0.3274 loss_class_dn_2: 0.0363 loss_bbox_dn_2: 0.1114 loss_giou_dn_2: 0.2979 loss_class_dn_3: 0.03116 loss_bbox_dn_3: 0.1071 loss_giou_dn_3: 0.2887 loss_class_dn_4: 0.02775 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.2863 time: 1.1222 data_time: 0.0973 lr: 1e-05 max_mem: 43695M [05/22 07:30:59 d2.utils.events]: eta: 8:43:13 iter: 196599 total_loss: 7.648 loss_class: 0.2022 loss_bbox: 0.09561 loss_giou: 0.3346 loss_class_0: 0.2264 loss_bbox_0: 0.1056 loss_giou_0: 0.3583 loss_class_1: 0.2164 loss_bbox_1: 0.09974 loss_giou_1: 0.346 loss_class_2: 0.2099 loss_bbox_2: 0.09772 loss_giou_2: 0.341 loss_class_3: 0.2076 loss_bbox_3: 0.0964 loss_giou_3: 0.3382 loss_class_4: 0.2044 loss_bbox_4: 0.09583 loss_giou_4: 0.3345 loss_class_enc: 0.2441 loss_bbox_enc: 0.1133 loss_giou_enc: 0.3746 loss_class_dn: 0.02566 loss_bbox_dn: 0.1115 loss_giou_dn: 0.2937 loss_class_dn_0: 0.07503 loss_bbox_dn_0: 0.1894 loss_giou_dn_0: 0.4361 loss_class_dn_1: 0.04553 loss_bbox_dn_1: 0.1356 loss_giou_dn_1: 0.3328 loss_class_dn_2: 0.03524 loss_bbox_dn_2: 0.1171 loss_giou_dn_2: 0.3043 loss_class_dn_3: 0.02957 loss_bbox_dn_3: 0.1135 loss_giou_dn_3: 0.2953 loss_class_dn_4: 0.0262 loss_bbox_dn_4: 0.1115 loss_giou_dn_4: 0.2938 time: 1.1222 data_time: 0.0984 lr: 1e-05 max_mem: 43695M [05/22 07:31:57 d2.utils.events]: eta: 8:42:15 iter: 196649 total_loss: 7.503 loss_class: 0.2024 loss_bbox: 0.08951 loss_giou: 0.3374 loss_class_0: 0.222 loss_bbox_0: 0.1011 loss_giou_0: 0.3582 loss_class_1: 0.2132 loss_bbox_1: 0.09424 loss_giou_1: 0.3497 loss_class_2: 0.2088 loss_bbox_2: 0.09174 loss_giou_2: 0.342 loss_class_3: 0.2076 loss_bbox_3: 0.0903 loss_giou_3: 0.3382 loss_class_4: 0.2038 loss_bbox_4: 0.08992 loss_giou_4: 0.3374 loss_class_enc: 0.2382 loss_bbox_enc: 0.1064 loss_giou_enc: 0.3753 loss_class_dn: 0.02577 loss_bbox_dn: 0.1012 loss_giou_dn: 0.2994 loss_class_dn_0: 0.07631 loss_bbox_dn_0: 0.1729 loss_giou_dn_0: 0.437 loss_class_dn_1: 0.04599 loss_bbox_dn_1: 0.1223 loss_giou_dn_1: 0.3368 loss_class_dn_2: 0.03463 loss_bbox_dn_2: 0.1052 loss_giou_dn_2: 0.3086 loss_class_dn_3: 0.02989 loss_bbox_dn_3: 0.1018 loss_giou_dn_3: 0.301 loss_class_dn_4: 0.0268 loss_bbox_dn_4: 0.1012 loss_giou_dn_4: 0.2991 time: 1.1222 data_time: 0.1109 lr: 1e-05 max_mem: 43695M [05/22 07:32:53 d2.utils.events]: eta: 8:41:02 iter: 196699 total_loss: 7.432 loss_class: 0.1967 loss_bbox: 0.08978 loss_giou: 0.3276 loss_class_0: 0.2209 loss_bbox_0: 0.09788 loss_giou_0: 0.3474 loss_class_1: 0.2103 loss_bbox_1: 0.09371 loss_giou_1: 0.3366 loss_class_2: 0.2043 loss_bbox_2: 0.09071 loss_giou_2: 0.3311 loss_class_3: 0.2008 loss_bbox_3: 0.09051 loss_giou_3: 0.3285 loss_class_4: 0.1976 loss_bbox_4: 0.08942 loss_giou_4: 0.3277 loss_class_enc: 0.2375 loss_bbox_enc: 0.1041 loss_giou_enc: 0.3629 loss_class_dn: 0.02501 loss_bbox_dn: 0.1028 loss_giou_dn: 0.2922 loss_class_dn_0: 0.07524 loss_bbox_dn_0: 0.1738 loss_giou_dn_0: 0.4305 loss_class_dn_1: 0.04539 loss_bbox_dn_1: 0.1223 loss_giou_dn_1: 0.3304 loss_class_dn_2: 0.03377 loss_bbox_dn_2: 0.1063 loss_giou_dn_2: 0.3004 loss_class_dn_3: 0.0292 loss_bbox_dn_3: 0.1034 loss_giou_dn_3: 0.2942 loss_class_dn_4: 0.02605 loss_bbox_dn_4: 0.1027 loss_giou_dn_4: 0.2921 time: 1.1222 data_time: 0.1051 lr: 1e-05 max_mem: 43695M [05/22 07:33:50 d2.utils.events]: eta: 8:39:29 iter: 196749 total_loss: 7.373 loss_class: 0.2008 loss_bbox: 0.09266 loss_giou: 0.3272 loss_class_0: 0.2228 loss_bbox_0: 0.1016 loss_giou_0: 0.3503 loss_class_1: 0.2111 loss_bbox_1: 0.09755 loss_giou_1: 0.3387 loss_class_2: 0.2081 loss_bbox_2: 0.09474 loss_giou_2: 0.333 loss_class_3: 0.2046 loss_bbox_3: 0.09328 loss_giou_3: 0.3282 loss_class_4: 0.2019 loss_bbox_4: 0.09292 loss_giou_4: 0.3272 loss_class_enc: 0.2409 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3639 loss_class_dn: 0.02819 loss_bbox_dn: 0.1056 loss_giou_dn: 0.2854 loss_class_dn_0: 0.0781 loss_bbox_dn_0: 0.1797 loss_giou_dn_0: 0.4207 loss_class_dn_1: 0.04919 loss_bbox_dn_1: 0.1254 loss_giou_dn_1: 0.3186 loss_class_dn_2: 0.03755 loss_bbox_dn_2: 0.1105 loss_giou_dn_2: 0.2929 loss_class_dn_3: 0.03248 loss_bbox_dn_3: 0.1067 loss_giou_dn_3: 0.2861 loss_class_dn_4: 0.02932 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.2851 time: 1.1222 data_time: 0.0968 lr: 1e-05 max_mem: 43695M [05/22 07:34:48 d2.utils.events]: eta: 8:39:05 iter: 196799 total_loss: 7.434 loss_class: 0.1974 loss_bbox: 0.0891 loss_giou: 0.3261 loss_class_0: 0.2229 loss_bbox_0: 0.09954 loss_giou_0: 0.3454 loss_class_1: 0.2106 loss_bbox_1: 0.09406 loss_giou_1: 0.3357 loss_class_2: 0.2054 loss_bbox_2: 0.09083 loss_giou_2: 0.3299 loss_class_3: 0.2018 loss_bbox_3: 0.08979 loss_giou_3: 0.3279 loss_class_4: 0.198 loss_bbox_4: 0.08942 loss_giou_4: 0.3257 loss_class_enc: 0.2402 loss_bbox_enc: 0.1057 loss_giou_enc: 0.3594 loss_class_dn: 0.02721 loss_bbox_dn: 0.1076 loss_giou_dn: 0.2912 loss_class_dn_0: 0.07864 loss_bbox_dn_0: 0.1802 loss_giou_dn_0: 0.434 loss_class_dn_1: 0.04878 loss_bbox_dn_1: 0.1257 loss_giou_dn_1: 0.332 loss_class_dn_2: 0.03654 loss_bbox_dn_2: 0.1122 loss_giou_dn_2: 0.2999 loss_class_dn_3: 0.03105 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.2924 loss_class_dn_4: 0.02809 loss_bbox_dn_4: 0.1076 loss_giou_dn_4: 0.291 time: 1.1222 data_time: 0.0991 lr: 1e-05 max_mem: 43695M [05/22 07:35:45 d2.utils.events]: eta: 8:38:10 iter: 196849 total_loss: 7.414 loss_class: 0.2047 loss_bbox: 0.08872 loss_giou: 0.3329 loss_class_0: 0.2282 loss_bbox_0: 0.09952 loss_giou_0: 0.356 loss_class_1: 0.2162 loss_bbox_1: 0.09464 loss_giou_1: 0.3407 loss_class_2: 0.2131 loss_bbox_2: 0.09088 loss_giou_2: 0.3358 loss_class_3: 0.2101 loss_bbox_3: 0.08899 loss_giou_3: 0.3335 loss_class_4: 0.2064 loss_bbox_4: 0.08823 loss_giou_4: 0.3333 loss_class_enc: 0.2413 loss_bbox_enc: 0.1062 loss_giou_enc: 0.368 loss_class_dn: 0.02555 loss_bbox_dn: 0.09707 loss_giou_dn: 0.291 loss_class_dn_0: 0.07669 loss_bbox_dn_0: 0.1724 loss_giou_dn_0: 0.4323 loss_class_dn_1: 0.04599 loss_bbox_dn_1: 0.119 loss_giou_dn_1: 0.3302 loss_class_dn_2: 0.0349 loss_bbox_dn_2: 0.101 loss_giou_dn_2: 0.3006 loss_class_dn_3: 0.0297 loss_bbox_dn_3: 0.09805 loss_giou_dn_3: 0.2931 loss_class_dn_4: 0.02624 loss_bbox_dn_4: 0.09706 loss_giou_dn_4: 0.2911 time: 1.1222 data_time: 0.0991 lr: 1e-05 max_mem: 43695M [05/22 07:36:42 d2.utils.events]: eta: 8:37:18 iter: 196899 total_loss: 7.416 loss_class: 0.2007 loss_bbox: 0.092 loss_giou: 0.3331 loss_class_0: 0.2246 loss_bbox_0: 0.1027 loss_giou_0: 0.3549 loss_class_1: 0.2138 loss_bbox_1: 0.09641 loss_giou_1: 0.3433 loss_class_2: 0.2106 loss_bbox_2: 0.09373 loss_giou_2: 0.3367 loss_class_3: 0.2054 loss_bbox_3: 0.09212 loss_giou_3: 0.3338 loss_class_4: 0.2029 loss_bbox_4: 0.09211 loss_giou_4: 0.3331 loss_class_enc: 0.2425 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3692 loss_class_dn: 0.02771 loss_bbox_dn: 0.1048 loss_giou_dn: 0.29 loss_class_dn_0: 0.07574 loss_bbox_dn_0: 0.1839 loss_giou_dn_0: 0.437 loss_class_dn_1: 0.04767 loss_bbox_dn_1: 0.127 loss_giou_dn_1: 0.3322 loss_class_dn_2: 0.03675 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.2994 loss_class_dn_3: 0.03135 loss_bbox_dn_3: 0.1047 loss_giou_dn_3: 0.2919 loss_class_dn_4: 0.02825 loss_bbox_dn_4: 0.1047 loss_giou_dn_4: 0.29 time: 1.1222 data_time: 0.1006 lr: 1e-05 max_mem: 43695M [05/22 07:37:39 d2.utils.events]: eta: 8:36:00 iter: 196949 total_loss: 7.48 loss_class: 0.2039 loss_bbox: 0.09074 loss_giou: 0.3374 loss_class_0: 0.2287 loss_bbox_0: 0.1001 loss_giou_0: 0.3559 loss_class_1: 0.2183 loss_bbox_1: 0.09504 loss_giou_1: 0.3448 loss_class_2: 0.2118 loss_bbox_2: 0.09202 loss_giou_2: 0.3413 loss_class_3: 0.209 loss_bbox_3: 0.09172 loss_giou_3: 0.3399 loss_class_4: 0.2063 loss_bbox_4: 0.09151 loss_giou_4: 0.3369 loss_class_enc: 0.2453 loss_bbox_enc: 0.1078 loss_giou_enc: 0.3696 loss_class_dn: 0.02488 loss_bbox_dn: 0.105 loss_giou_dn: 0.2918 loss_class_dn_0: 0.07521 loss_bbox_dn_0: 0.1789 loss_giou_dn_0: 0.4388 loss_class_dn_1: 0.04582 loss_bbox_dn_1: 0.1256 loss_giou_dn_1: 0.3305 loss_class_dn_2: 0.03389 loss_bbox_dn_2: 0.1107 loss_giou_dn_2: 0.3012 loss_class_dn_3: 0.02894 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.2936 loss_class_dn_4: 0.02565 loss_bbox_dn_4: 0.105 loss_giou_dn_4: 0.2915 time: 1.1222 data_time: 0.0998 lr: 1e-05 max_mem: 43695M [05/22 07:38:40 d2.utils.events]: eta: 8:35:42 iter: 196999 total_loss: 7.5 loss_class: 0.2054 loss_bbox: 0.09197 loss_giou: 0.3278 loss_class_0: 0.229 loss_bbox_0: 0.09958 loss_giou_0: 0.3459 loss_class_1: 0.2151 loss_bbox_1: 0.09585 loss_giou_1: 0.34 loss_class_2: 0.2121 loss_bbox_2: 0.09366 loss_giou_2: 0.3324 loss_class_3: 0.21 loss_bbox_3: 0.09269 loss_giou_3: 0.3293 loss_class_4: 0.207 loss_bbox_4: 0.09219 loss_giou_4: 0.3276 loss_class_enc: 0.2429 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3647 loss_class_dn: 0.027 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2933 loss_class_dn_0: 0.07655 loss_bbox_dn_0: 0.1811 loss_giou_dn_0: 0.4364 loss_class_dn_1: 0.04654 loss_bbox_dn_1: 0.1239 loss_giou_dn_1: 0.3323 loss_class_dn_2: 0.03557 loss_bbox_dn_2: 0.1086 loss_giou_dn_2: 0.3022 loss_class_dn_3: 0.03089 loss_bbox_dn_3: 0.1055 loss_giou_dn_3: 0.295 loss_class_dn_4: 0.02819 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.2934 time: 1.1222 data_time: 0.0964 lr: 1e-05 max_mem: 43695M [05/22 07:39:39 d2.utils.events]: eta: 8:35:00 iter: 197049 total_loss: 7.398 loss_class: 0.2012 loss_bbox: 0.09168 loss_giou: 0.323 loss_class_0: 0.2229 loss_bbox_0: 0.1011 loss_giou_0: 0.3424 loss_class_1: 0.2128 loss_bbox_1: 0.09398 loss_giou_1: 0.3333 loss_class_2: 0.2083 loss_bbox_2: 0.0935 loss_giou_2: 0.3251 loss_class_3: 0.2036 loss_bbox_3: 0.09143 loss_giou_3: 0.3244 loss_class_4: 0.2016 loss_bbox_4: 0.09178 loss_giou_4: 0.3224 loss_class_enc: 0.2377 loss_bbox_enc: 0.108 loss_giou_enc: 0.3573 loss_class_dn: 0.02656 loss_bbox_dn: 0.102 loss_giou_dn: 0.289 loss_class_dn_0: 0.07746 loss_bbox_dn_0: 0.1773 loss_giou_dn_0: 0.4326 loss_class_dn_1: 0.04798 loss_bbox_dn_1: 0.1209 loss_giou_dn_1: 0.3292 loss_class_dn_2: 0.03551 loss_bbox_dn_2: 0.1071 loss_giou_dn_2: 0.299 loss_class_dn_3: 0.03078 loss_bbox_dn_3: 0.1034 loss_giou_dn_3: 0.2912 loss_class_dn_4: 0.02778 loss_bbox_dn_4: 0.102 loss_giou_dn_4: 0.289 time: 1.1222 data_time: 0.0962 lr: 1e-05 max_mem: 43695M [05/22 07:40:46 d2.utils.events]: eta: 8:34:32 iter: 197099 total_loss: 7.48 loss_class: 0.2036 loss_bbox: 0.09017 loss_giou: 0.3289 loss_class_0: 0.2317 loss_bbox_0: 0.09984 loss_giou_0: 0.3487 loss_class_1: 0.2202 loss_bbox_1: 0.09541 loss_giou_1: 0.3382 loss_class_2: 0.2131 loss_bbox_2: 0.09343 loss_giou_2: 0.3338 loss_class_3: 0.2094 loss_bbox_3: 0.09195 loss_giou_3: 0.3295 loss_class_4: 0.2044 loss_bbox_4: 0.09097 loss_giou_4: 0.3288 loss_class_enc: 0.2501 loss_bbox_enc: 0.107 loss_giou_enc: 0.3623 loss_class_dn: 0.02799 loss_bbox_dn: 0.1022 loss_giou_dn: 0.292 loss_class_dn_0: 0.0794 loss_bbox_dn_0: 0.176 loss_giou_dn_0: 0.4396 loss_class_dn_1: 0.04884 loss_bbox_dn_1: 0.1203 loss_giou_dn_1: 0.332 loss_class_dn_2: 0.03571 loss_bbox_dn_2: 0.1066 loss_giou_dn_2: 0.3029 loss_class_dn_3: 0.03157 loss_bbox_dn_3: 0.1039 loss_giou_dn_3: 0.2934 loss_class_dn_4: 0.02829 loss_bbox_dn_4: 0.1022 loss_giou_dn_4: 0.2919 time: 1.1222 data_time: 0.1050 lr: 1e-05 max_mem: 43695M [05/22 07:41:46 d2.utils.events]: eta: 8:34:09 iter: 197149 total_loss: 7.526 loss_class: 0.1988 loss_bbox: 0.09163 loss_giou: 0.3392 loss_class_0: 0.2214 loss_bbox_0: 0.1023 loss_giou_0: 0.3605 loss_class_1: 0.2131 loss_bbox_1: 0.09681 loss_giou_1: 0.3489 loss_class_2: 0.2062 loss_bbox_2: 0.09277 loss_giou_2: 0.3437 loss_class_3: 0.2029 loss_bbox_3: 0.09189 loss_giou_3: 0.34 loss_class_4: 0.199 loss_bbox_4: 0.09159 loss_giou_4: 0.3398 loss_class_enc: 0.2404 loss_bbox_enc: 0.109 loss_giou_enc: 0.3742 loss_class_dn: 0.02751 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2929 loss_class_dn_0: 0.07586 loss_bbox_dn_0: 0.1788 loss_giou_dn_0: 0.4349 loss_class_dn_1: 0.0479 loss_bbox_dn_1: 0.1251 loss_giou_dn_1: 0.3312 loss_class_dn_2: 0.03587 loss_bbox_dn_2: 0.1089 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.0308 loss_bbox_dn_3: 0.106 loss_giou_dn_3: 0.2953 loss_class_dn_4: 0.02806 loss_bbox_dn_4: 0.1041 loss_giou_dn_4: 0.2931 time: 1.1222 data_time: 0.1040 lr: 1e-05 max_mem: 43695M [05/22 07:42:45 d2.utils.events]: eta: 8:32:46 iter: 197199 total_loss: 7.439 loss_class: 0.2008 loss_bbox: 0.09254 loss_giou: 0.3208 loss_class_0: 0.2269 loss_bbox_0: 0.1013 loss_giou_0: 0.3352 loss_class_1: 0.2138 loss_bbox_1: 0.09644 loss_giou_1: 0.329 loss_class_2: 0.2101 loss_bbox_2: 0.09303 loss_giou_2: 0.3229 loss_class_3: 0.2081 loss_bbox_3: 0.09257 loss_giou_3: 0.3209 loss_class_4: 0.2026 loss_bbox_4: 0.09281 loss_giou_4: 0.3207 loss_class_enc: 0.2421 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3518 loss_class_dn: 0.02705 loss_bbox_dn: 0.1053 loss_giou_dn: 0.2875 loss_class_dn_0: 0.0771 loss_bbox_dn_0: 0.1791 loss_giou_dn_0: 0.4222 loss_class_dn_1: 0.04647 loss_bbox_dn_1: 0.1239 loss_giou_dn_1: 0.3263 loss_class_dn_2: 0.03544 loss_bbox_dn_2: 0.1087 loss_giou_dn_2: 0.2954 loss_class_dn_3: 0.0307 loss_bbox_dn_3: 0.1061 loss_giou_dn_3: 0.2893 loss_class_dn_4: 0.02794 loss_bbox_dn_4: 0.1052 loss_giou_dn_4: 0.2875 time: 1.1222 data_time: 0.0975 lr: 1e-05 max_mem: 43695M [05/22 07:43:46 d2.utils.events]: eta: 8:31:05 iter: 197249 total_loss: 7.454 loss_class: 0.1984 loss_bbox: 0.09139 loss_giou: 0.3295 loss_class_0: 0.222 loss_bbox_0: 0.1006 loss_giou_0: 0.3503 loss_class_1: 0.212 loss_bbox_1: 0.09523 loss_giou_1: 0.3432 loss_class_2: 0.2051 loss_bbox_2: 0.093 loss_giou_2: 0.3345 loss_class_3: 0.2037 loss_bbox_3: 0.09132 loss_giou_3: 0.3313 loss_class_4: 0.1997 loss_bbox_4: 0.09182 loss_giou_4: 0.3308 loss_class_enc: 0.2395 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3643 loss_class_dn: 0.02476 loss_bbox_dn: 0.1042 loss_giou_dn: 0.2884 loss_class_dn_0: 0.07768 loss_bbox_dn_0: 0.1823 loss_giou_dn_0: 0.4307 loss_class_dn_1: 0.04546 loss_bbox_dn_1: 0.1262 loss_giou_dn_1: 0.3274 loss_class_dn_2: 0.03289 loss_bbox_dn_2: 0.1093 loss_giou_dn_2: 0.296 loss_class_dn_3: 0.02872 loss_bbox_dn_3: 0.1057 loss_giou_dn_3: 0.2895 loss_class_dn_4: 0.02567 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2883 time: 1.1222 data_time: 0.1031 lr: 1e-05 max_mem: 43695M [05/22 07:44:42 d2.utils.events]: eta: 8:30:06 iter: 197299 total_loss: 7.523 loss_class: 0.2015 loss_bbox: 0.08928 loss_giou: 0.3293 loss_class_0: 0.2289 loss_bbox_0: 0.1005 loss_giou_0: 0.351 loss_class_1: 0.2163 loss_bbox_1: 0.09324 loss_giou_1: 0.3393 loss_class_2: 0.2092 loss_bbox_2: 0.09109 loss_giou_2: 0.3342 loss_class_3: 0.2068 loss_bbox_3: 0.09026 loss_giou_3: 0.3315 loss_class_4: 0.204 loss_bbox_4: 0.08995 loss_giou_4: 0.3289 loss_class_enc: 0.2423 loss_bbox_enc: 0.1049 loss_giou_enc: 0.3626 loss_class_dn: 0.02593 loss_bbox_dn: 0.104 loss_giou_dn: 0.2929 loss_class_dn_0: 0.07824 loss_bbox_dn_0: 0.1801 loss_giou_dn_0: 0.4404 loss_class_dn_1: 0.04996 loss_bbox_dn_1: 0.1235 loss_giou_dn_1: 0.3332 loss_class_dn_2: 0.036 loss_bbox_dn_2: 0.1081 loss_giou_dn_2: 0.3026 loss_class_dn_3: 0.03113 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.2948 loss_class_dn_4: 0.02719 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.2929 time: 1.1222 data_time: 0.0975 lr: 1e-05 max_mem: 43695M [05/22 07:45:39 d2.utils.events]: eta: 8:29:01 iter: 197349 total_loss: 7.374 loss_class: 0.2 loss_bbox: 0.09351 loss_giou: 0.3294 loss_class_0: 0.2209 loss_bbox_0: 0.1002 loss_giou_0: 0.3493 loss_class_1: 0.2102 loss_bbox_1: 0.0949 loss_giou_1: 0.3381 loss_class_2: 0.2038 loss_bbox_2: 0.09342 loss_giou_2: 0.3337 loss_class_3: 0.202 loss_bbox_3: 0.09356 loss_giou_3: 0.3313 loss_class_4: 0.2011 loss_bbox_4: 0.09313 loss_giou_4: 0.3308 loss_class_enc: 0.2372 loss_bbox_enc: 0.1067 loss_giou_enc: 0.363 loss_class_dn: 0.02682 loss_bbox_dn: 0.1035 loss_giou_dn: 0.2939 loss_class_dn_0: 0.07808 loss_bbox_dn_0: 0.1773 loss_giou_dn_0: 0.4257 loss_class_dn_1: 0.04893 loss_bbox_dn_1: 0.123 loss_giou_dn_1: 0.3323 loss_class_dn_2: 0.03509 loss_bbox_dn_2: 0.108 loss_giou_dn_2: 0.303 loss_class_dn_3: 0.02996 loss_bbox_dn_3: 0.1049 loss_giou_dn_3: 0.2955 loss_class_dn_4: 0.02738 loss_bbox_dn_4: 0.1035 loss_giou_dn_4: 0.2938 time: 1.1222 data_time: 0.0948 lr: 1e-05 max_mem: 43695M [05/22 07:46:37 d2.utils.events]: eta: 8:28:41 iter: 197399 total_loss: 7.646 loss_class: 0.2026 loss_bbox: 0.08992 loss_giou: 0.3338 loss_class_0: 0.2265 loss_bbox_0: 0.09864 loss_giou_0: 0.3508 loss_class_1: 0.2167 loss_bbox_1: 0.09348 loss_giou_1: 0.342 loss_class_2: 0.2098 loss_bbox_2: 0.09036 loss_giou_2: 0.3373 loss_class_3: 0.2086 loss_bbox_3: 0.08931 loss_giou_3: 0.3341 loss_class_4: 0.205 loss_bbox_4: 0.08966 loss_giou_4: 0.3339 loss_class_enc: 0.2434 loss_bbox_enc: 0.1055 loss_giou_enc: 0.3677 loss_class_dn: 0.02783 loss_bbox_dn: 0.1026 loss_giou_dn: 0.2996 loss_class_dn_0: 0.07945 loss_bbox_dn_0: 0.1816 loss_giou_dn_0: 0.4394 loss_class_dn_1: 0.04939 loss_bbox_dn_1: 0.1254 loss_giou_dn_1: 0.3449 loss_class_dn_2: 0.03742 loss_bbox_dn_2: 0.1068 loss_giou_dn_2: 0.3089 loss_class_dn_3: 0.03191 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.302 loss_class_dn_4: 0.02867 loss_bbox_dn_4: 0.1027 loss_giou_dn_4: 0.2996 time: 1.1222 data_time: 0.0950 lr: 1e-05 max_mem: 43695M [05/22 07:47:33 d2.utils.events]: eta: 8:27:41 iter: 197449 total_loss: 7.421 loss_class: 0.1981 loss_bbox: 0.09183 loss_giou: 0.3249 loss_class_0: 0.2192 loss_bbox_0: 0.1026 loss_giou_0: 0.3461 loss_class_1: 0.2092 loss_bbox_1: 0.09597 loss_giou_1: 0.3331 loss_class_2: 0.2047 loss_bbox_2: 0.09302 loss_giou_2: 0.3282 loss_class_3: 0.2024 loss_bbox_3: 0.09226 loss_giou_3: 0.326 loss_class_4: 0.1994 loss_bbox_4: 0.09231 loss_giou_4: 0.3239 loss_class_enc: 0.238 loss_bbox_enc: 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loss_class_dn: 0.02487 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2839 loss_class_dn_0: 0.07805 loss_bbox_dn_0: 0.1778 loss_giou_dn_0: 0.4248 loss_class_dn_1: 0.04767 loss_bbox_dn_1: 0.1238 loss_giou_dn_1: 0.3202 loss_class_dn_2: 0.03533 loss_bbox_dn_2: 0.108 loss_giou_dn_2: 0.291 loss_class_dn_3: 0.02947 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2857 loss_class_dn_4: 0.02605 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.2837 time: 1.1222 data_time: 0.0972 lr: 1e-05 max_mem: 43695M [05/22 07:50:37 d2.utils.events]: eta: 8:24:48 iter: 197599 total_loss: 7.427 loss_class: 0.1952 loss_bbox: 0.09002 loss_giou: 0.3251 loss_class_0: 0.2172 loss_bbox_0: 0.09887 loss_giou_0: 0.3452 loss_class_1: 0.2076 loss_bbox_1: 0.09215 loss_giou_1: 0.3322 loss_class_2: 0.2013 loss_bbox_2: 0.08974 loss_giou_2: 0.329 loss_class_3: 0.1998 loss_bbox_3: 0.09007 loss_giou_3: 0.327 loss_class_4: 0.1968 loss_bbox_4: 0.0899 loss_giou_4: 0.3254 loss_class_enc: 0.2336 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3623 loss_class_dn: 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[05/22 08:29:05 d2.utils.events]: eta: 7:48:10 iter: 199599 total_loss: 7.342 loss_class: 0.2001 loss_bbox: 0.08979 loss_giou: 0.33 loss_class_0: 0.2246 loss_bbox_0: 0.09904 loss_giou_0: 0.343 loss_class_1: 0.2124 loss_bbox_1: 0.09516 loss_giou_1: 0.3346 loss_class_2: 0.207 loss_bbox_2: 0.09141 loss_giou_2: 0.3318 loss_class_3: 0.2051 loss_bbox_3: 0.09063 loss_giou_3: 0.3297 loss_class_4: 0.2014 loss_bbox_4: 0.09111 loss_giou_4: 0.3295 loss_class_enc: 0.2423 loss_bbox_enc: 0.1055 loss_giou_enc: 0.356 loss_class_dn: 0.02617 loss_bbox_dn: 0.1027 loss_giou_dn: 0.2863 loss_class_dn_0: 0.07758 loss_bbox_dn_0: 0.1811 loss_giou_dn_0: 0.423 loss_class_dn_1: 0.04623 loss_bbox_dn_1: 0.1215 loss_giou_dn_1: 0.3217 loss_class_dn_2: 0.03521 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.2938 loss_class_dn_3: 0.02948 loss_bbox_dn_3: 0.1054 loss_giou_dn_3: 0.2886 loss_class_dn_4: 0.02691 loss_bbox_dn_4: 0.1029 loss_giou_dn_4: 0.2863 time: 1.1224 data_time: 0.1020 lr: 1e-05 max_mem: 43695M [05/22 08:30:02 d2.utils.events]: eta: 7:46:51 iter: 199649 total_loss: 7.626 loss_class: 0.2051 loss_bbox: 0.09268 loss_giou: 0.331 loss_class_0: 0.2266 loss_bbox_0: 0.1034 loss_giou_0: 0.3494 loss_class_1: 0.218 loss_bbox_1: 0.0973 loss_giou_1: 0.3424 loss_class_2: 0.2123 loss_bbox_2: 0.09413 loss_giou_2: 0.3374 loss_class_3: 0.2103 loss_bbox_3: 0.09234 loss_giou_3: 0.3347 loss_class_4: 0.2058 loss_bbox_4: 0.09261 loss_giou_4: 0.3327 loss_class_enc: 0.2439 loss_bbox_enc: 0.1101 loss_giou_enc: 0.368 loss_class_dn: 0.0269 loss_bbox_dn: 0.1069 loss_giou_dn: 0.2972 loss_class_dn_0: 0.07718 loss_bbox_dn_0: 0.1818 loss_giou_dn_0: 0.4424 loss_class_dn_1: 0.04486 loss_bbox_dn_1: 0.1295 loss_giou_dn_1: 0.3425 loss_class_dn_2: 0.03514 loss_bbox_dn_2: 0.1127 loss_giou_dn_2: 0.3086 loss_class_dn_3: 0.03012 loss_bbox_dn_3: 0.1085 loss_giou_dn_3: 0.2992 loss_class_dn_4: 0.02757 loss_bbox_dn_4: 0.1068 loss_giou_dn_4: 0.2972 time: 1.1224 data_time: 0.1022 lr: 1e-05 max_mem: 43695M [05/22 08:30:59 d2.utils.events]: 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iter: 199749 total_loss: 7.383 loss_class: 0.196 loss_bbox: 0.09081 loss_giou: 0.3291 loss_class_0: 0.22 loss_bbox_0: 0.09926 loss_giou_0: 0.3465 loss_class_1: 0.2088 loss_bbox_1: 0.09383 loss_giou_1: 0.3381 loss_class_2: 0.2049 loss_bbox_2: 0.09182 loss_giou_2: 0.3353 loss_class_3: 0.2007 loss_bbox_3: 0.09175 loss_giou_3: 0.3317 loss_class_4: 0.1985 loss_bbox_4: 0.09072 loss_giou_4: 0.3295 loss_class_enc: 0.236 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3604 loss_class_dn: 0.02474 loss_bbox_dn: 0.1021 loss_giou_dn: 0.2926 loss_class_dn_0: 0.07708 loss_bbox_dn_0: 0.1792 loss_giou_dn_0: 0.4342 loss_class_dn_1: 0.04656 loss_bbox_dn_1: 0.1225 loss_giou_dn_1: 0.3307 loss_class_dn_2: 0.03423 loss_bbox_dn_2: 0.1064 loss_giou_dn_2: 0.3009 loss_class_dn_3: 0.02863 loss_bbox_dn_3: 0.1032 loss_giou_dn_3: 0.2948 loss_class_dn_4: 0.0252 loss_bbox_dn_4: 0.1023 loss_giou_dn_4: 0.2926 time: 1.1224 data_time: 0.1064 lr: 1e-05 max_mem: 43695M [05/22 08:32:53 d2.utils.events]: eta: 7:44:33 iter: 199799 total_loss: 7.463 loss_class: 0.2033 loss_bbox: 0.0941 loss_giou: 0.3245 loss_class_0: 0.2247 loss_bbox_0: 0.1035 loss_giou_0: 0.3422 loss_class_1: 0.2168 loss_bbox_1: 0.09721 loss_giou_1: 0.3332 loss_class_2: 0.2117 loss_bbox_2: 0.09494 loss_giou_2: 0.3273 loss_class_3: 0.2096 loss_bbox_3: 0.09426 loss_giou_3: 0.3251 loss_class_4: 0.2039 loss_bbox_4: 0.09332 loss_giou_4: 0.3226 loss_class_enc: 0.2439 loss_bbox_enc: 0.1092 loss_giou_enc: 0.3579 loss_class_dn: 0.0253 loss_bbox_dn: 0.1043 loss_giou_dn: 0.2894 loss_class_dn_0: 0.07387 loss_bbox_dn_0: 0.1851 loss_giou_dn_0: 0.4324 loss_class_dn_1: 0.04514 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.3298 loss_class_dn_2: 0.03434 loss_bbox_dn_2: 0.1091 loss_giou_dn_2: 0.2979 loss_class_dn_3: 0.0294 loss_bbox_dn_3: 0.1064 loss_giou_dn_3: 0.2914 loss_class_dn_4: 0.02601 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2888 time: 1.1224 data_time: 0.1024 lr: 1e-05 max_mem: 43695M [05/22 08:33:50 d2.utils.events]: eta: 7:43:34 iter: 199849 total_loss: 7.443 loss_class: 0.1976 loss_bbox: 0.09091 loss_giou: 0.3285 loss_class_0: 0.2214 loss_bbox_0: 0.1018 loss_giou_0: 0.3458 loss_class_1: 0.2119 loss_bbox_1: 0.09511 loss_giou_1: 0.3364 loss_class_2: 0.2063 loss_bbox_2: 0.09263 loss_giou_2: 0.3325 loss_class_3: 0.2022 loss_bbox_3: 0.09205 loss_giou_3: 0.3297 loss_class_4: 0.1989 loss_bbox_4: 0.09067 loss_giou_4: 0.3277 loss_class_enc: 0.2375 loss_bbox_enc: 0.1084 loss_giou_enc: 0.3582 loss_class_dn: 0.0259 loss_bbox_dn: 0.1008 loss_giou_dn: 0.2893 loss_class_dn_0: 0.07432 loss_bbox_dn_0: 0.1729 loss_giou_dn_0: 0.4267 loss_class_dn_1: 0.04506 loss_bbox_dn_1: 0.1205 loss_giou_dn_1: 0.3261 loss_class_dn_2: 0.0343 loss_bbox_dn_2: 0.1052 loss_giou_dn_2: 0.2962 loss_class_dn_3: 0.03021 loss_bbox_dn_3: 0.1019 loss_giou_dn_3: 0.2906 loss_class_dn_4: 0.0271 loss_bbox_dn_4: 0.1008 loss_giou_dn_4: 0.2894 time: 1.1224 data_time: 0.1017 lr: 1e-05 max_mem: 43695M [05/22 08:34:47 d2.utils.events]: eta: 7:42:47 iter: 199899 total_loss: 7.402 loss_class: 0.1983 loss_bbox: 0.09292 loss_giou: 0.3289 loss_class_0: 0.2214 loss_bbox_0: 0.1011 loss_giou_0: 0.3488 loss_class_1: 0.2119 loss_bbox_1: 0.0977 loss_giou_1: 0.3359 loss_class_2: 0.2047 loss_bbox_2: 0.09595 loss_giou_2: 0.334 loss_class_3: 0.202 loss_bbox_3: 0.09386 loss_giou_3: 0.33 loss_class_4: 0.1995 loss_bbox_4: 0.09303 loss_giou_4: 0.3293 loss_class_enc: 0.2387 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3627 loss_class_dn: 0.02654 loss_bbox_dn: 0.1048 loss_giou_dn: 0.2849 loss_class_dn_0: 0.07621 loss_bbox_dn_0: 0.181 loss_giou_dn_0: 0.4288 loss_class_dn_1: 0.04614 loss_bbox_dn_1: 0.1248 loss_giou_dn_1: 0.3245 loss_class_dn_2: 0.03559 loss_bbox_dn_2: 0.109 loss_giou_dn_2: 0.2938 loss_class_dn_3: 0.03006 loss_bbox_dn_3: 0.1062 loss_giou_dn_3: 0.2869 loss_class_dn_4: 0.02723 loss_bbox_dn_4: 0.1049 loss_giou_dn_4: 0.2846 time: 1.1224 data_time: 0.0979 lr: 1e-05 max_mem: 43695M [05/22 08:35:45 d2.utils.events]: eta: 7:42:09 iter: 199949 total_loss: 7.682 loss_class: 0.2022 loss_bbox: 0.09185 loss_giou: 0.3405 loss_class_0: 0.2235 loss_bbox_0: 0.1042 loss_giou_0: 0.3604 loss_class_1: 0.2126 loss_bbox_1: 0.09774 loss_giou_1: 0.3486 loss_class_2: 0.2089 loss_bbox_2: 0.09404 loss_giou_2: 0.3446 loss_class_3: 0.2049 loss_bbox_3: 0.09257 loss_giou_3: 0.3403 loss_class_4: 0.2033 loss_bbox_4: 0.09161 loss_giou_4: 0.3408 loss_class_enc: 0.2381 loss_bbox_enc: 0.1114 loss_giou_enc: 0.3728 loss_class_dn: 0.0264 loss_bbox_dn: 0.1082 loss_giou_dn: 0.2993 loss_class_dn_0: 0.07479 loss_bbox_dn_0: 0.1857 loss_giou_dn_0: 0.4413 loss_class_dn_1: 0.0456 loss_bbox_dn_1: 0.1295 loss_giou_dn_1: 0.3375 loss_class_dn_2: 0.03432 loss_bbox_dn_2: 0.1136 loss_giou_dn_2: 0.3076 loss_class_dn_3: 0.02986 loss_bbox_dn_3: 0.109 loss_giou_dn_3: 0.3015 loss_class_dn_4: 0.02705 loss_bbox_dn_4: 0.1082 loss_giou_dn_4: 0.2994 time: 1.1224 data_time: 0.0973 lr: 1e-05 max_mem: 43695M [05/22 08:36:43 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0199999.pth [05/22 08:37:08 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/22 08:37:24 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/22 08:37:28 d2.data.common]: Serialized dataset takes 894.47 MiB [05/22 08:37:30 d2.evaluation.evaluator]: Start inference on 313 batches [05/22 08:38:23 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0036 s/iter. Inference: 0.0641 s/iter. Eval: 0.0003 s/iter. Total: 0.0680 s/iter. ETA=0:00:20 [05/22 08:38:28 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0049 s/iter. Inference: 0.0646 s/iter. Eval: 0.0003 s/iter. Total: 0.0702 s/iter. ETA=0:00:16 [05/22 08:38:33 d2.evaluation.evaluator]: Inference done 154/313. Dataloading: 0.0049 s/iter. Inference: 0.0644 s/iter. Eval: 0.0003 s/iter. Total: 0.0700 s/iter. ETA=0:00:11 [05/22 08:38:38 d2.evaluation.evaluator]: Inference done 214/313. Dataloading: 0.0049 s/iter. Inference: 0.0683 s/iter. Eval: 0.0004 s/iter. Total: 0.0738 s/iter. ETA=0:00:07 [05/22 08:38:43 d2.evaluation.evaluator]: Inference done 286/313. Dataloading: 0.0050 s/iter. Inference: 0.0671 s/iter. Eval: 0.0004 s/iter. Total: 0.0728 s/iter. ETA=0:00:01 [05/22 08:38:46 d2.evaluation.evaluator]: Total inference time: 0:00:23.034621 (0.074788 s / iter per device, on 16 devices) [05/22 08:38:46 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.066787 s / iter per device, on 16 devices) [05/22 08:39:02 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/22 08:39:02 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/22 08:39:09 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=6.16s) creating index... index created! [05/22 08:39:16 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/22 08:39:40 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 24.01 seconds. [05/22 08:39:41 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/22 08:39:44 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.08 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.780 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881 [05/22 08:39:44 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.147 | 65.796 | 53.737 | 36.291 | 51.799 | 62.058 | [05/22 08:39:44 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.026 | bicycle | 39.131 | car | 53.056 | | motorcycle | 47.616 | airplane | 79.614 | bus | 75.098 | | train | 75.114 | truck | 36.608 | boat | 35.500 | | traffic light | 32.988 | fire hydrant | 75.535 | stop sign | 61.596 | | parking meter | 19.658 | bench | 34.867 | bird | 44.991 | | cat | 78.800 | dog | 75.708 | horse | 67.731 | | sheep | 52.919 | cow | 68.464 | elephant | 73.873 | | bear | 75.235 | zebra | 73.351 | giraffe | 75.929 | | backpack | 22.435 | umbrella | 44.710 | handbag | 20.477 | | tie | 46.509 | suitcase | 44.053 | frisbee | 76.755 | | skis | 32.591 | snowboard | 50.330 | sports ball | 41.840 | | kite | 44.797 | baseball bat | 44.763 | baseball glove | 50.086 | | skateboard | 61.536 | surfboard | 50.854 | tennis racket | 57.809 | | bottle | 45.620 | wine glass | 50.263 | cup | 57.198 | | fork | 53.927 | knife | 31.456 | spoon | 31.367 | | bowl | 51.444 | banana | 26.374 | apple | 22.135 | | sandwich | 39.665 | orange | 34.058 | broccoli | 21.436 | | carrot | 19.742 | hot dog | 40.820 | pizza | 62.801 | | donut | 49.011 | cake | 51.064 | chair | 37.486 | | couch | 48.796 | potted plant | 31.605 | bed | 47.408 | | dining table | 30.808 | toilet | 64.631 | tv | 64.772 | | laptop | 76.987 | mouse | 70.084 | remote | 33.369 | | keyboard | 53.373 | cell phone | 49.596 | microwave | 70.410 | | oven | 18.085 | toaster | 53.379 | sink | 40.807 | | refrigerator | 67.970 | book | 14.351 | clock | 48.971 | | vase | 33.339 | scissors | 46.768 | teddy bear | 59.133 | | hair drier | 29.249 | toothbrush | 46.068 | | | [05/22 08:39:45 d2.evaluation.testing]: copypaste: Task: bbox [05/22 08:39:45 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/22 08:39:45 d2.evaluation.testing]: copypaste: 49.1472,65.7962,53.7368,36.2914,51.7995,62.0576 [05/22 08:39:45 d2.utils.events]: eta: 7:41:13 iter: 199999 total_loss: 7.461 loss_class: 0.1984 loss_bbox: 0.0916 loss_giou: 0.3286 loss_class_0: 0.2217 loss_bbox_0: 0.1009 loss_giou_0: 0.3463 loss_class_1: 0.2124 loss_bbox_1: 0.09587 loss_giou_1: 0.3364 loss_class_2: 0.2069 loss_bbox_2: 0.09263 loss_giou_2: 0.3313 loss_class_3: 0.2032 loss_bbox_3: 0.09223 loss_giou_3: 0.3295 loss_class_4: 0.2001 loss_bbox_4: 0.09202 loss_giou_4: 0.3296 loss_class_enc: 0.2369 loss_bbox_enc: 0.1072 loss_giou_enc: 0.364 loss_class_dn: 0.02407 loss_bbox_dn: 0.1074 loss_giou_dn: 0.293 loss_class_dn_0: 0.0739 loss_bbox_dn_0: 0.179 loss_giou_dn_0: 0.4293 loss_class_dn_1: 0.04462 loss_bbox_dn_1: 0.1284 loss_giou_dn_1: 0.331 loss_class_dn_2: 0.03276 loss_bbox_dn_2: 0.1122 loss_giou_dn_2: 0.3019 loss_class_dn_3: 0.02796 loss_bbox_dn_3: 0.1083 loss_giou_dn_3: 0.2945 loss_class_dn_4: 0.02524 loss_bbox_dn_4: 0.1074 loss_giou_dn_4: 0.293 time: 1.1224 data_time: 0.0996 lr: 1e-05 max_mem: 43695M [05/22 08:40:42 d2.utils.events]: eta: 7:40:22 iter: 200049 total_loss: 7.45 loss_class: 0.1992 loss_bbox: 0.09385 loss_giou: 0.3352 loss_class_0: 0.2229 loss_bbox_0: 0.104 loss_giou_0: 0.3458 loss_class_1: 0.2128 loss_bbox_1: 0.09722 loss_giou_1: 0.3379 loss_class_2: 0.2064 loss_bbox_2: 0.09485 loss_giou_2: 0.3351 loss_class_3: 0.2035 loss_bbox_3: 0.09486 loss_giou_3: 0.336 loss_class_4: 0.2008 loss_bbox_4: 0.09439 loss_giou_4: 0.3354 loss_class_enc: 0.239 loss_bbox_enc: 0.1099 loss_giou_enc: 0.3636 loss_class_dn: 0.02609 loss_bbox_dn: 0.1089 loss_giou_dn: 0.2949 loss_class_dn_0: 0.07507 loss_bbox_dn_0: 0.1817 loss_giou_dn_0: 0.4364 loss_class_dn_1: 0.04555 loss_bbox_dn_1: 0.1274 loss_giou_dn_1: 0.3342 loss_class_dn_2: 0.03491 loss_bbox_dn_2: 0.1134 loss_giou_dn_2: 0.3048 loss_class_dn_3: 0.0299 loss_bbox_dn_3: 0.1097 loss_giou_dn_3: 0.2971 loss_class_dn_4: 0.0267 loss_bbox_dn_4: 0.109 loss_giou_dn_4: 0.2949 time: 1.1224 data_time: 0.0954 lr: 1e-05 max_mem: 43695M [05/22 08:41:43 d2.utils.events]: eta: 7:39:38 iter: 200099 total_loss: 7.539 loss_class: 0.2012 loss_bbox: 0.09481 loss_giou: 0.3316 loss_class_0: 0.228 loss_bbox_0: 0.1045 loss_giou_0: 0.3474 loss_class_1: 0.2166 loss_bbox_1: 0.09823 loss_giou_1: 0.3381 loss_class_2: 0.2097 loss_bbox_2: 0.09648 loss_giou_2: 0.3372 loss_class_3: 0.2064 loss_bbox_3: 0.09541 loss_giou_3: 0.3341 loss_class_4: 0.2021 loss_bbox_4: 0.09478 loss_giou_4: 0.3317 loss_class_enc: 0.243 loss_bbox_enc: 0.1115 loss_giou_enc: 0.3647 loss_class_dn: 0.0255 loss_bbox_dn: 0.1092 loss_giou_dn: 0.2937 loss_class_dn_0: 0.07641 loss_bbox_dn_0: 0.1865 loss_giou_dn_0: 0.4354 loss_class_dn_1: 0.04832 loss_bbox_dn_1: 0.1321 loss_giou_dn_1: 0.3346 loss_class_dn_2: 0.03554 loss_bbox_dn_2: 0.1147 loss_giou_dn_2: 0.303 loss_class_dn_3: 0.03012 loss_bbox_dn_3: 0.1106 loss_giou_dn_3: 0.2956 loss_class_dn_4: 0.02701 loss_bbox_dn_4: 0.1092 loss_giou_dn_4: 0.2937 time: 1.1224 data_time: 0.1024 lr: 1e-05 max_mem: 43695M [05/22 08:42:39 d2.utils.events]: eta: 7:38:38 iter: 200149 total_loss: 7.309 loss_class: 0.1982 loss_bbox: 0.09181 loss_giou: 0.3187 loss_class_0: 0.2223 loss_bbox_0: 0.1016 loss_giou_0: 0.3416 loss_class_1: 0.2108 loss_bbox_1: 0.09615 loss_giou_1: 0.3312 loss_class_2: 0.2065 loss_bbox_2: 0.09321 loss_giou_2: 0.3233 loss_class_3: 0.2035 loss_bbox_3: 0.09201 loss_giou_3: 0.3226 loss_class_4: 0.2 loss_bbox_4: 0.09096 loss_giou_4: 0.3197 loss_class_enc: 0.2407 loss_bbox_enc: 0.1084 loss_giou_enc: 0.355 loss_class_dn: 0.02597 loss_bbox_dn: 0.1034 loss_giou_dn: 0.2818 loss_class_dn_0: 0.0769 loss_bbox_dn_0: 0.1821 loss_giou_dn_0: 0.4191 loss_class_dn_1: 0.04534 loss_bbox_dn_1: 0.1264 loss_giou_dn_1: 0.3218 loss_class_dn_2: 0.03373 loss_bbox_dn_2: 0.1091 loss_giou_dn_2: 0.2913 loss_class_dn_3: 0.02915 loss_bbox_dn_3: 0.1052 loss_giou_dn_3: 0.2834 loss_class_dn_4: 0.02695 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.2817 time: 1.1224 data_time: 0.0982 lr: 1e-05 max_mem: 43695M [05/22 08:43:36 d2.utils.events]: eta: 7:37:56 iter: 200199 total_loss: 7.391 loss_class: 0.205 loss_bbox: 0.09249 loss_giou: 0.3361 loss_class_0: 0.2254 loss_bbox_0: 0.1028 loss_giou_0: 0.3528 loss_class_1: 0.2152 loss_bbox_1: 0.0964 loss_giou_1: 0.3425 loss_class_2: 0.211 loss_bbox_2: 0.09464 loss_giou_2: 0.34 loss_class_3: 0.2063 loss_bbox_3: 0.09341 loss_giou_3: 0.3375 loss_class_4: 0.2048 loss_bbox_4: 0.09318 loss_giou_4: 0.3365 loss_class_enc: 0.2435 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3656 loss_class_dn: 0.02694 loss_bbox_dn: 0.1028 loss_giou_dn: 0.289 loss_class_dn_0: 0.07528 loss_bbox_dn_0: 0.1754 loss_giou_dn_0: 0.4292 loss_class_dn_1: 0.04673 loss_bbox_dn_1: 0.1218 loss_giou_dn_1: 0.3265 loss_class_dn_2: 0.03556 loss_bbox_dn_2: 0.1054 loss_giou_dn_2: 0.2976 loss_class_dn_3: 0.03073 loss_bbox_dn_3: 0.1034 loss_giou_dn_3: 0.2905 loss_class_dn_4: 0.02783 loss_bbox_dn_4: 0.1028 loss_giou_dn_4: 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[05/22 08:48:16 d2.utils.events]: eta: 7:32:57 iter: 200449 total_loss: 7.41 loss_class: 0.1986 loss_bbox: 0.08965 loss_giou: 0.3255 loss_class_0: 0.2222 loss_bbox_0: 0.09979 loss_giou_0: 0.3483 loss_class_1: 0.2138 loss_bbox_1: 0.09447 loss_giou_1: 0.3368 loss_class_2: 0.2074 loss_bbox_2: 0.09305 loss_giou_2: 0.3327 loss_class_3: 0.2046 loss_bbox_3: 0.09019 loss_giou_3: 0.3285 loss_class_4: 0.2007 loss_bbox_4: 0.08958 loss_giou_4: 0.3271 loss_class_enc: 0.2387 loss_bbox_enc: 0.1079 loss_giou_enc: 0.3625 loss_class_dn: 0.02694 loss_bbox_dn: 0.1063 loss_giou_dn: 0.292 loss_class_dn_0: 0.07586 loss_bbox_dn_0: 0.1853 loss_giou_dn_0: 0.4286 loss_class_dn_1: 0.04678 loss_bbox_dn_1: 0.1258 loss_giou_dn_1: 0.3308 loss_class_dn_2: 0.03569 loss_bbox_dn_2: 0.1106 loss_giou_dn_2: 0.3006 loss_class_dn_3: 0.03131 loss_bbox_dn_3: 0.1072 loss_giou_dn_3: 0.2939 loss_class_dn_4: 0.02787 loss_bbox_dn_4: 0.1063 loss_giou_dn_4: 0.292 time: 1.1224 data_time: 0.1036 lr: 1e-05 max_mem: 43695M [05/22 08:49:14 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7.421 loss_class: 0.2029 loss_bbox: 0.09108 loss_giou: 0.324 loss_class_0: 0.224 loss_bbox_0: 0.1011 loss_giou_0: 0.3418 loss_class_1: 0.2153 loss_bbox_1: 0.09541 loss_giou_1: 0.3322 loss_class_2: 0.2112 loss_bbox_2: 0.09233 loss_giou_2: 0.3265 loss_class_3: 0.2061 loss_bbox_3: 0.09086 loss_giou_3: 0.3256 loss_class_4: 0.2048 loss_bbox_4: 0.09128 loss_giou_4: 0.3242 loss_class_enc: 0.2428 loss_bbox_enc: 0.1091 loss_giou_enc: 0.3576 loss_class_dn: 0.02736 loss_bbox_dn: 0.1066 loss_giou_dn: 0.2908 loss_class_dn_0: 0.07636 loss_bbox_dn_0: 0.1835 loss_giou_dn_0: 0.4352 loss_class_dn_1: 0.04732 loss_bbox_dn_1: 0.1279 loss_giou_dn_1: 0.3303 loss_class_dn_2: 0.03593 loss_bbox_dn_2: 0.1105 loss_giou_dn_2: 0.2992 loss_class_dn_3: 0.03109 loss_bbox_dn_3: 0.1081 loss_giou_dn_3: 0.2922 loss_class_dn_4: 0.02793 loss_bbox_dn_4: 0.1066 loss_giou_dn_4: 0.2908 time: 1.1224 data_time: 0.1007 lr: 1e-05 max_mem: 43695M [05/22 08:54:08 d2.utils.events]: eta: 7:27:05 iter: 200749 total_loss: 7.598 loss_class: 0.2055 loss_bbox: 0.09155 loss_giou: 0.3365 loss_class_0: 0.2272 loss_bbox_0: 0.1006 loss_giou_0: 0.3541 loss_class_1: 0.2199 loss_bbox_1: 0.09549 loss_giou_1: 0.3457 loss_class_2: 0.2111 loss_bbox_2: 0.09313 loss_giou_2: 0.3405 loss_class_3: 0.2105 loss_bbox_3: 0.09156 loss_giou_3: 0.3373 loss_class_4: 0.2065 loss_bbox_4: 0.0915 loss_giou_4: 0.3364 loss_class_enc: 0.2436 loss_bbox_enc: 0.1066 loss_giou_enc: 0.3701 loss_class_dn: 0.02683 loss_bbox_dn: 0.1077 loss_giou_dn: 0.295 loss_class_dn_0: 0.07557 loss_bbox_dn_0: 0.1802 loss_giou_dn_0: 0.4358 loss_class_dn_1: 0.04647 loss_bbox_dn_1: 0.1261 loss_giou_dn_1: 0.3335 loss_class_dn_2: 0.03497 loss_bbox_dn_2: 0.1118 loss_giou_dn_2: 0.304 loss_class_dn_3: 0.02984 loss_bbox_dn_3: 0.1092 loss_giou_dn_3: 0.2968 loss_class_dn_4: 0.02757 loss_bbox_dn_4: 0.1078 loss_giou_dn_4: 0.295 time: 1.1224 data_time: 0.0989 lr: 1e-05 max_mem: 43695M [05/22 08:55:04 d2.utils.events]: eta: 7:26:51 iter: 200799 total_loss: 7.428 loss_class: 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loss_class_0: 0.2254 loss_bbox_0: 0.1005 loss_giou_0: 0.3422 loss_class_1: 0.2152 loss_bbox_1: 0.0948 loss_giou_1: 0.3333 loss_class_2: 0.2079 loss_bbox_2: 0.09181 loss_giou_2: 0.3266 loss_class_3: 0.2026 loss_bbox_3: 0.0915 loss_giou_3: 0.3244 loss_class_4: 0.1986 loss_bbox_4: 0.09156 loss_giou_4: 0.3241 loss_class_enc: 0.2417 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3591 loss_class_dn: 0.02884 loss_bbox_dn: 0.1078 loss_giou_dn: 0.2903 loss_class_dn_0: 0.07861 loss_bbox_dn_0: 0.1824 loss_giou_dn_0: 0.4274 loss_class_dn_1: 0.0488 loss_bbox_dn_1: 0.1266 loss_giou_dn_1: 0.3288 loss_class_dn_2: 0.03768 loss_bbox_dn_2: 0.1111 loss_giou_dn_2: 0.2993 loss_class_dn_3: 0.03295 loss_bbox_dn_3: 0.1088 loss_giou_dn_3: 0.2925 loss_class_dn_4: 0.02949 loss_bbox_dn_4: 0.1078 loss_giou_dn_4: 0.2902 time: 1.1224 data_time: 0.1022 lr: 1e-05 max_mem: 43695M [05/22 08:59:50 d2.utils.events]: eta: 7:21:31 iter: 201049 total_loss: 7.384 loss_class: 0.2008 loss_bbox: 0.09143 loss_giou: 0.3267 loss_class_0: 0.2281 loss_bbox_0: 0.1029 loss_giou_0: 0.3452 loss_class_1: 0.2152 loss_bbox_1: 0.09573 loss_giou_1: 0.3359 loss_class_2: 0.2092 loss_bbox_2: 0.09324 loss_giou_2: 0.3307 loss_class_3: 0.2053 loss_bbox_3: 0.09158 loss_giou_3: 0.3274 loss_class_4: 0.2025 loss_bbox_4: 0.09161 loss_giou_4: 0.3265 loss_class_enc: 0.2446 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3579 loss_class_dn: 0.02645 loss_bbox_dn: 0.1045 loss_giou_dn: 0.2862 loss_class_dn_0: 0.07882 loss_bbox_dn_0: 0.1784 loss_giou_dn_0: 0.4202 loss_class_dn_1: 0.04784 loss_bbox_dn_1: 0.1229 loss_giou_dn_1: 0.3224 loss_class_dn_2: 0.03697 loss_bbox_dn_2: 0.1087 loss_giou_dn_2: 0.2945 loss_class_dn_3: 0.03126 loss_bbox_dn_3: 0.1053 loss_giou_dn_3: 0.2879 loss_class_dn_4: 0.02753 loss_bbox_dn_4: 0.1045 loss_giou_dn_4: 0.2861 time: 1.1224 data_time: 0.0993 lr: 1e-05 max_mem: 43695M [05/22 09:00:48 d2.utils.events]: eta: 7:20:29 iter: 201099 total_loss: 7.293 loss_class: 0.1988 loss_bbox: 0.08999 loss_giou: 0.3212 loss_class_0: 0.2227 loss_bbox_0: 0.1013 loss_giou_0: 0.3387 loss_class_1: 0.2114 loss_bbox_1: 0.09516 loss_giou_1: 0.332 loss_class_2: 0.2066 loss_bbox_2: 0.09238 loss_giou_2: 0.3256 loss_class_3: 0.2037 loss_bbox_3: 0.09026 loss_giou_3: 0.3227 loss_class_4: 0.2002 loss_bbox_4: 0.09025 loss_giou_4: 0.3218 loss_class_enc: 0.241 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3554 loss_class_dn: 0.02699 loss_bbox_dn: 0.1047 loss_giou_dn: 0.2809 loss_class_dn_0: 0.07655 loss_bbox_dn_0: 0.1785 loss_giou_dn_0: 0.4226 loss_class_dn_1: 0.04727 loss_bbox_dn_1: 0.1257 loss_giou_dn_1: 0.3207 loss_class_dn_2: 0.0351 loss_bbox_dn_2: 0.1098 loss_giou_dn_2: 0.2908 loss_class_dn_3: 0.03097 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2833 loss_class_dn_4: 0.02801 loss_bbox_dn_4: 0.1047 loss_giou_dn_4: 0.2808 time: 1.1224 data_time: 0.1020 lr: 1e-05 max_mem: 43695M [05/22 09:01:44 d2.utils.events]: eta: 7:19:28 iter: 201149 total_loss: 7.434 loss_class: 0.1982 loss_bbox: 0.09267 loss_giou: 0.3327 loss_class_0: 0.2195 loss_bbox_0: 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loss_class_1: 0.2134 loss_bbox_1: 0.09755 loss_giou_1: 0.3431 loss_class_2: 0.2073 loss_bbox_2: 0.09531 loss_giou_2: 0.337 loss_class_3: 0.2036 loss_bbox_3: 0.09372 loss_giou_3: 0.3312 loss_class_4: 0.2038 loss_bbox_4: 0.09235 loss_giou_4: 0.3301 loss_class_enc: 0.2392 loss_bbox_enc: 0.1059 loss_giou_enc: 0.3676 loss_class_dn: 0.02926 loss_bbox_dn: 0.1069 loss_giou_dn: 0.2922 loss_class_dn_0: 0.07732 loss_bbox_dn_0: 0.1861 loss_giou_dn_0: 0.4386 loss_class_dn_1: 0.04812 loss_bbox_dn_1: 0.1299 loss_giou_dn_1: 0.3329 loss_class_dn_2: 0.0373 loss_bbox_dn_2: 0.111 loss_giou_dn_2: 0.3007 loss_class_dn_3: 0.03315 loss_bbox_dn_3: 0.1081 loss_giou_dn_3: 0.2933 loss_class_dn_4: 0.0297 loss_bbox_dn_4: 0.1068 loss_giou_dn_4: 0.2917 time: 1.1224 data_time: 0.1009 lr: 1e-05 max_mem: 43695M [05/22 09:04:39 d2.utils.events]: eta: 7:16:44 iter: 201299 total_loss: 7.406 loss_class: 0.2062 loss_bbox: 0.09018 loss_giou: 0.3365 loss_class_0: 0.2275 loss_bbox_0: 0.09929 loss_giou_0: 0.3514 loss_class_1: 0.2179 loss_bbox_1: 0.09357 loss_giou_1: 0.3432 loss_class_2: 0.2126 loss_bbox_2: 0.09171 loss_giou_2: 0.3389 loss_class_3: 0.2102 loss_bbox_3: 0.09066 loss_giou_3: 0.3364 loss_class_4: 0.208 loss_bbox_4: 0.09019 loss_giou_4: 0.336 loss_class_enc: 0.2437 loss_bbox_enc: 0.1052 loss_giou_enc: 0.3678 loss_class_dn: 0.02637 loss_bbox_dn: 0.1009 loss_giou_dn: 0.2838 loss_class_dn_0: 0.07618 loss_bbox_dn_0: 0.1708 loss_giou_dn_0: 0.4274 loss_class_dn_1: 0.0445 loss_bbox_dn_1: 0.1209 loss_giou_dn_1: 0.3239 loss_class_dn_2: 0.03391 loss_bbox_dn_2: 0.1052 loss_giou_dn_2: 0.2942 loss_class_dn_3: 0.02982 loss_bbox_dn_3: 0.1018 loss_giou_dn_3: 0.2866 loss_class_dn_4: 0.02673 loss_bbox_dn_4: 0.1009 loss_giou_dn_4: 0.2837 time: 1.1224 data_time: 0.1033 lr: 1e-05 max_mem: 43695M [05/22 09:05:36 d2.utils.events]: eta: 7:15:29 iter: 201349 total_loss: 7.423 loss_class: 0.2047 loss_bbox: 0.09356 loss_giou: 0.3219 loss_class_0: 0.2279 loss_bbox_0: 0.1036 loss_giou_0: 0.3399 loss_class_1: 0.2158 loss_bbox_1: 0.09708 loss_giou_1: 0.3322 loss_class_2: 0.2111 loss_bbox_2: 0.09384 loss_giou_2: 0.3265 loss_class_3: 0.2073 loss_bbox_3: 0.09296 loss_giou_3: 0.3216 loss_class_4: 0.2037 loss_bbox_4: 0.09367 loss_giou_4: 0.322 loss_class_enc: 0.2427 loss_bbox_enc: 0.11 loss_giou_enc: 0.3569 loss_class_dn: 0.02564 loss_bbox_dn: 0.1077 loss_giou_dn: 0.2904 loss_class_dn_0: 0.07662 loss_bbox_dn_0: 0.1832 loss_giou_dn_0: 0.4243 loss_class_dn_1: 0.04724 loss_bbox_dn_1: 0.1318 loss_giou_dn_1: 0.329 loss_class_dn_2: 0.03508 loss_bbox_dn_2: 0.1134 loss_giou_dn_2: 0.2996 loss_class_dn_3: 0.02969 loss_bbox_dn_3: 0.1096 loss_giou_dn_3: 0.2929 loss_class_dn_4: 0.02663 loss_bbox_dn_4: 0.1078 loss_giou_dn_4: 0.2905 time: 1.1224 data_time: 0.1027 lr: 1e-05 max_mem: 43695M [05/22 09:06:32 d2.utils.events]: eta: 7:14:24 iter: 201399 total_loss: 7.485 loss_class: 0.1974 loss_bbox: 0.08885 loss_giou: 0.3362 loss_class_0: 0.2202 loss_bbox_0: 0.09701 loss_giou_0: 0.3543 loss_class_1: 0.2111 loss_bbox_1: 0.09341 loss_giou_1: 0.3446 loss_class_2: 0.2056 loss_bbox_2: 0.08965 loss_giou_2: 0.3395 loss_class_3: 0.2034 loss_bbox_3: 0.08859 loss_giou_3: 0.3389 loss_class_4: 0.1996 loss_bbox_4: 0.08818 loss_giou_4: 0.337 loss_class_enc: 0.2362 loss_bbox_enc: 0.103 loss_giou_enc: 0.3651 loss_class_dn: 0.02802 loss_bbox_dn: 0.09792 loss_giou_dn: 0.2942 loss_class_dn_0: 0.07691 loss_bbox_dn_0: 0.1714 loss_giou_dn_0: 0.4347 loss_class_dn_1: 0.04853 loss_bbox_dn_1: 0.1187 loss_giou_dn_1: 0.335 loss_class_dn_2: 0.03738 loss_bbox_dn_2: 0.1015 loss_giou_dn_2: 0.3042 loss_class_dn_3: 0.03169 loss_bbox_dn_3: 0.09895 loss_giou_dn_3: 0.2968 loss_class_dn_4: 0.02891 loss_bbox_dn_4: 0.09788 loss_giou_dn_4: 0.2942 time: 1.1224 data_time: 0.1006 lr: 1e-05 max_mem: 43695M [05/22 09:07:29 d2.utils.events]: eta: 7:13:30 iter: 201449 total_loss: 7.528 loss_class: 0.2036 loss_bbox: 0.09124 loss_giou: 0.3223 loss_class_0: 0.2256 loss_bbox_0: 0.1009 loss_giou_0: 0.3401 loss_class_1: 0.2173 loss_bbox_1: 0.09534 loss_giou_1: 0.3292 loss_class_2: 0.2117 loss_bbox_2: 0.09273 loss_giou_2: 0.3262 loss_class_3: 0.2083 loss_bbox_3: 0.09135 loss_giou_3: 0.3237 loss_class_4: 0.2036 loss_bbox_4: 0.0912 loss_giou_4: 0.3225 loss_class_enc: 0.2453 loss_bbox_enc: 0.1066 loss_giou_enc: 0.3558 loss_class_dn: 0.02675 loss_bbox_dn: 0.1065 loss_giou_dn: 0.291 loss_class_dn_0: 0.07948 loss_bbox_dn_0: 0.1844 loss_giou_dn_0: 0.4275 loss_class_dn_1: 0.04818 loss_bbox_dn_1: 0.1282 loss_giou_dn_1: 0.3332 loss_class_dn_2: 0.03689 loss_bbox_dn_2: 0.111 loss_giou_dn_2: 0.302 loss_class_dn_3: 0.03047 loss_bbox_dn_3: 0.1078 loss_giou_dn_3: 0.2936 loss_class_dn_4: 0.02782 loss_bbox_dn_4: 0.1065 loss_giou_dn_4: 0.2912 time: 1.1224 data_time: 0.0987 lr: 1e-05 max_mem: 43695M [05/22 09:08:29 d2.utils.events]: eta: 7:12:25 iter: 201499 total_loss: 7.343 loss_class: 0.1957 loss_bbox: 0.09159 loss_giou: 0.3318 loss_class_0: 0.2165 loss_bbox_0: 0.1007 loss_giou_0: 0.3496 loss_class_1: 0.2094 loss_bbox_1: 0.09424 loss_giou_1: 0.3412 loss_class_2: 0.2036 loss_bbox_2: 0.09179 loss_giou_2: 0.3357 loss_class_3: 0.2009 loss_bbox_3: 0.09196 loss_giou_3: 0.3325 loss_class_4: 0.1981 loss_bbox_4: 0.0922 loss_giou_4: 0.3319 loss_class_enc: 0.2345 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3672 loss_class_dn: 0.02474 loss_bbox_dn: 0.103 loss_giou_dn: 0.2914 loss_class_dn_0: 0.07498 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4307 loss_class_dn_1: 0.04486 loss_bbox_dn_1: 0.1205 loss_giou_dn_1: 0.3316 loss_class_dn_2: 0.03383 loss_bbox_dn_2: 0.1069 loss_giou_dn_2: 0.2999 loss_class_dn_3: 0.02861 loss_bbox_dn_3: 0.1034 loss_giou_dn_3: 0.2935 loss_class_dn_4: 0.02609 loss_bbox_dn_4: 0.1029 loss_giou_dn_4: 0.2913 time: 1.1224 data_time: 0.1031 lr: 1e-05 max_mem: 43695M [05/22 09:09:25 d2.utils.events]: eta: 7:11:12 iter: 201549 total_loss: 7.417 loss_class: 0.199 loss_bbox: 0.08858 loss_giou: 0.3236 loss_class_0: 0.2231 loss_bbox_0: 0.09885 loss_giou_0: 0.3444 loss_class_1: 0.2105 loss_bbox_1: 0.09348 loss_giou_1: 0.3321 loss_class_2: 0.2057 loss_bbox_2: 0.09144 loss_giou_2: 0.3294 loss_class_3: 0.2023 loss_bbox_3: 0.0906 loss_giou_3: 0.3254 loss_class_4: 0.2007 loss_bbox_4: 0.08873 loss_giou_4: 0.3238 loss_class_enc: 0.2385 loss_bbox_enc: 0.1071 loss_giou_enc: 0.3616 loss_class_dn: 0.02519 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2893 loss_class_dn_0: 0.07679 loss_bbox_dn_0: 0.183 loss_giou_dn_0: 0.4297 loss_class_dn_1: 0.04406 loss_bbox_dn_1: 0.125 loss_giou_dn_1: 0.3286 loss_class_dn_2: 0.03377 loss_bbox_dn_2: 0.1087 loss_giou_dn_2: 0.2993 loss_class_dn_3: 0.02843 loss_bbox_dn_3: 0.1046 loss_giou_dn_3: 0.2919 loss_class_dn_4: 0.0259 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2891 time: 1.1224 data_time: 0.0971 lr: 1e-05 max_mem: 43695M [05/22 09:10:22 d2.utils.events]: eta: 7:10:23 iter: 201599 total_loss: 7.378 loss_class: 0.2013 loss_bbox: 0.09111 loss_giou: 0.3231 loss_class_0: 0.224 loss_bbox_0: 0.1021 loss_giou_0: 0.3421 loss_class_1: 0.2132 loss_bbox_1: 0.09508 loss_giou_1: 0.3304 loss_class_2: 0.2101 loss_bbox_2: 0.09194 loss_giou_2: 0.3275 loss_class_3: 0.2065 loss_bbox_3: 0.09186 loss_giou_3: 0.323 loss_class_4: 0.204 loss_bbox_4: 0.09089 loss_giou_4: 0.323 loss_class_enc: 0.2389 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3568 loss_class_dn: 0.02549 loss_bbox_dn: 0.1066 loss_giou_dn: 0.2896 loss_class_dn_0: 0.07748 loss_bbox_dn_0: 0.1816 loss_giou_dn_0: 0.4309 loss_class_dn_1: 0.04901 loss_bbox_dn_1: 0.127 loss_giou_dn_1: 0.3287 loss_class_dn_2: 0.03548 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.2989 loss_class_dn_3: 0.02987 loss_bbox_dn_3: 0.1081 loss_giou_dn_3: 0.2914 loss_class_dn_4: 0.02654 loss_bbox_dn_4: 0.1066 loss_giou_dn_4: 0.2897 time: 1.1224 data_time: 0.0957 lr: 1e-05 max_mem: 43695M [05/22 09:11:19 d2.utils.events]: eta: 7:09:41 iter: 201649 total_loss: 7.544 loss_class: 0.2029 loss_bbox: 0.09034 loss_giou: 0.3323 loss_class_0: 0.2253 loss_bbox_0: 0.1012 loss_giou_0: 0.3529 loss_class_1: 0.2152 loss_bbox_1: 0.09368 loss_giou_1: 0.3437 loss_class_2: 0.2105 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loss_giou_3: 0.3486 loss_class_4: 0.2023 loss_bbox_4: 0.09072 loss_giou_4: 0.3473 loss_class_enc: 0.2409 loss_bbox_enc: 0.1037 loss_giou_enc: 0.3788 loss_class_dn: 0.02484 loss_bbox_dn: 0.09989 loss_giou_dn: 0.2986 loss_class_dn_0: 0.07721 loss_bbox_dn_0: 0.1753 loss_giou_dn_0: 0.4387 loss_class_dn_1: 0.04654 loss_bbox_dn_1: 0.1179 loss_giou_dn_1: 0.3355 loss_class_dn_2: 0.03314 loss_bbox_dn_2: 0.1038 loss_giou_dn_2: 0.3067 loss_class_dn_3: 0.0289 loss_bbox_dn_3: 0.1008 loss_giou_dn_3: 0.3003 loss_class_dn_4: 0.02588 loss_bbox_dn_4: 0.0999 loss_giou_dn_4: 0.2988 time: 1.1225 data_time: 0.0993 lr: 1e-05 max_mem: 43695M [05/22 09:19:54 d2.utils.events]: eta: 7:01:19 iter: 202099 total_loss: 7.422 loss_class: 0.2009 loss_bbox: 0.09028 loss_giou: 0.3258 loss_class_0: 0.2237 loss_bbox_0: 0.1003 loss_giou_0: 0.3516 loss_class_1: 0.2143 loss_bbox_1: 0.09589 loss_giou_1: 0.3371 loss_class_2: 0.2093 loss_bbox_2: 0.09235 loss_giou_2: 0.3301 loss_class_3: 0.2073 loss_bbox_3: 0.09031 loss_giou_3: 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loss_class_4: 0.2003 loss_bbox_4: 0.08816 loss_giou_4: 0.3151 loss_class_enc: 0.239 loss_bbox_enc: 0.1043 loss_giou_enc: 0.3549 loss_class_dn: 0.02551 loss_bbox_dn: 0.1003 loss_giou_dn: 0.2816 loss_class_dn_0: 0.0749 loss_bbox_dn_0: 0.1775 loss_giou_dn_0: 0.421 loss_class_dn_1: 0.04431 loss_bbox_dn_1: 0.1211 loss_giou_dn_1: 0.3199 loss_class_dn_2: 0.03366 loss_bbox_dn_2: 0.1044 loss_giou_dn_2: 0.2912 loss_class_dn_3: 0.02919 loss_bbox_dn_3: 0.1012 loss_giou_dn_3: 0.2835 loss_class_dn_4: 0.02624 loss_bbox_dn_4: 0.1002 loss_giou_dn_4: 0.2817 time: 1.1225 data_time: 0.0979 lr: 1e-05 max_mem: 43695M [05/22 09:21:48 d2.utils.events]: eta: 6:59:42 iter: 202199 total_loss: 7.606 loss_class: 0.2013 loss_bbox: 0.09012 loss_giou: 0.3366 loss_class_0: 0.2265 loss_bbox_0: 0.1007 loss_giou_0: 0.3568 loss_class_1: 0.2161 loss_bbox_1: 0.09414 loss_giou_1: 0.3493 loss_class_2: 0.2094 loss_bbox_2: 0.09103 loss_giou_2: 0.3423 loss_class_3: 0.2064 loss_bbox_3: 0.09087 loss_giou_3: 0.3379 loss_class_4: 0.2031 loss_bbox_4: 0.09038 loss_giou_4: 0.3365 loss_class_enc: 0.2397 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3744 loss_class_dn: 0.02964 loss_bbox_dn: 0.1016 loss_giou_dn: 0.2946 loss_class_dn_0: 0.08066 loss_bbox_dn_0: 0.1741 loss_giou_dn_0: 0.441 loss_class_dn_1: 0.05128 loss_bbox_dn_1: 0.1206 loss_giou_dn_1: 0.3421 loss_class_dn_2: 0.03928 loss_bbox_dn_2: 0.1063 loss_giou_dn_2: 0.304 loss_class_dn_3: 0.03434 loss_bbox_dn_3: 0.1026 loss_giou_dn_3: 0.2965 loss_class_dn_4: 0.03053 loss_bbox_dn_4: 0.1016 loss_giou_dn_4: 0.2942 time: 1.1225 data_time: 0.1011 lr: 1e-05 max_mem: 43695M [05/22 09:22:47 d2.utils.events]: eta: 6:58:53 iter: 202249 total_loss: 7.472 loss_class: 0.2022 loss_bbox: 0.09257 loss_giou: 0.3272 loss_class_0: 0.2244 loss_bbox_0: 0.1009 loss_giou_0: 0.345 loss_class_1: 0.2159 loss_bbox_1: 0.09608 loss_giou_1: 0.3344 loss_class_2: 0.2104 loss_bbox_2: 0.09365 loss_giou_2: 0.3324 loss_class_3: 0.2061 loss_bbox_3: 0.09228 loss_giou_3: 0.3283 loss_class_4: 0.2035 loss_bbox_4: 0.09271 loss_giou_4: 0.3275 loss_class_enc: 0.2424 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3616 loss_class_dn: 0.02645 loss_bbox_dn: 0.1075 loss_giou_dn: 0.2923 loss_class_dn_0: 0.07544 loss_bbox_dn_0: 0.1833 loss_giou_dn_0: 0.4333 loss_class_dn_1: 0.04683 loss_bbox_dn_1: 0.1273 loss_giou_dn_1: 0.3312 loss_class_dn_2: 0.03537 loss_bbox_dn_2: 0.1116 loss_giou_dn_2: 0.3022 loss_class_dn_3: 0.0301 loss_bbox_dn_3: 0.108 loss_giou_dn_3: 0.2944 loss_class_dn_4: 0.02734 loss_bbox_dn_4: 0.1074 loss_giou_dn_4: 0.2924 time: 1.1225 data_time: 0.0993 lr: 1e-05 max_mem: 43695M [05/22 09:23:44 d2.utils.events]: eta: 6:57:55 iter: 202299 total_loss: 7.44 loss_class: 0.1996 loss_bbox: 0.09169 loss_giou: 0.3302 loss_class_0: 0.22 loss_bbox_0: 0.1007 loss_giou_0: 0.3482 loss_class_1: 0.2109 loss_bbox_1: 0.09567 loss_giou_1: 0.335 loss_class_2: 0.2049 loss_bbox_2: 0.09357 loss_giou_2: 0.3303 loss_class_3: 0.2024 loss_bbox_3: 0.09173 loss_giou_3: 0.3297 loss_class_4: 0.2002 loss_bbox_4: 0.09133 loss_giou_4: 0.3314 loss_class_enc: 0.236 loss_bbox_enc: 0.1075 loss_giou_enc: 0.3632 loss_class_dn: 0.02703 loss_bbox_dn: 0.1043 loss_giou_dn: 0.2902 loss_class_dn_0: 0.07463 loss_bbox_dn_0: 0.1743 loss_giou_dn_0: 0.4311 loss_class_dn_1: 0.04517 loss_bbox_dn_1: 0.1231 loss_giou_dn_1: 0.3292 loss_class_dn_2: 0.03574 loss_bbox_dn_2: 0.1089 loss_giou_dn_2: 0.297 loss_class_dn_3: 0.03153 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2917 loss_class_dn_4: 0.02836 loss_bbox_dn_4: 0.1043 loss_giou_dn_4: 0.2898 time: 1.1225 data_time: 0.1049 lr: 1e-05 max_mem: 43695M [05/22 09:24:45 d2.utils.events]: eta: 6:56:59 iter: 202349 total_loss: 7.326 loss_class: 0.2008 loss_bbox: 0.09 loss_giou: 0.3292 loss_class_0: 0.2222 loss_bbox_0: 0.09928 loss_giou_0: 0.3474 loss_class_1: 0.2135 loss_bbox_1: 0.09422 loss_giou_1: 0.3372 loss_class_2: 0.2076 loss_bbox_2: 0.09155 loss_giou_2: 0.3332 loss_class_3: 0.2053 loss_bbox_3: 0.08998 loss_giou_3: 0.3295 loss_class_4: 0.2021 loss_bbox_4: 0.09059 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lr: 1e-05 max_mem: 43695M [05/22 10:07:50 d2.utils.events]: eta: 6:15:47 iter: 204599 total_loss: 7.422 loss_class: 0.1947 loss_bbox: 0.09028 loss_giou: 0.3274 loss_class_0: 0.2189 loss_bbox_0: 0.0987 loss_giou_0: 0.3433 loss_class_1: 0.2103 loss_bbox_1: 0.09412 loss_giou_1: 0.3341 loss_class_2: 0.2022 loss_bbox_2: 0.09193 loss_giou_2: 0.3332 loss_class_3: 0.2008 loss_bbox_3: 0.09092 loss_giou_3: 0.3287 loss_class_4: 0.198 loss_bbox_4: 0.09069 loss_giou_4: 0.3279 loss_class_enc: 0.2377 loss_bbox_enc: 0.1032 loss_giou_enc: 0.3584 loss_class_dn: 0.02589 loss_bbox_dn: 0.09843 loss_giou_dn: 0.2882 loss_class_dn_0: 0.07598 loss_bbox_dn_0: 0.1713 loss_giou_dn_0: 0.4271 loss_class_dn_1: 0.04659 loss_bbox_dn_1: 0.1177 loss_giou_dn_1: 0.3287 loss_class_dn_2: 0.03369 loss_bbox_dn_2: 0.103 loss_giou_dn_2: 0.2982 loss_class_dn_3: 0.02986 loss_bbox_dn_3: 0.09986 loss_giou_dn_3: 0.2906 loss_class_dn_4: 0.02667 loss_bbox_dn_4: 0.09843 loss_giou_dn_4: 0.2882 time: 1.1226 data_time: 0.1029 lr: 1e-05 max_mem: 43695M [05/22 10:08:47 d2.utils.events]: eta: 6:14:37 iter: 204649 total_loss: 7.457 loss_class: 0.1979 loss_bbox: 0.09022 loss_giou: 0.3259 loss_class_0: 0.2227 loss_bbox_0: 0.09914 loss_giou_0: 0.3472 loss_class_1: 0.2105 loss_bbox_1: 0.09405 loss_giou_1: 0.3355 loss_class_2: 0.204 loss_bbox_2: 0.09096 loss_giou_2: 0.3314 loss_class_3: 0.2006 loss_bbox_3: 0.09062 loss_giou_3: 0.3275 loss_class_4: 0.1988 loss_bbox_4: 0.08961 loss_giou_4: 0.3269 loss_class_enc: 0.2403 loss_bbox_enc: 0.1032 loss_giou_enc: 0.3621 loss_class_dn: 0.02653 loss_bbox_dn: 0.1012 loss_giou_dn: 0.2878 loss_class_dn_0: 0.07595 loss_bbox_dn_0: 0.1686 loss_giou_dn_0: 0.4304 loss_class_dn_1: 0.04707 loss_bbox_dn_1: 0.1193 loss_giou_dn_1: 0.3262 loss_class_dn_2: 0.03517 loss_bbox_dn_2: 0.1059 loss_giou_dn_2: 0.2975 loss_class_dn_3: 0.0298 loss_bbox_dn_3: 0.1032 loss_giou_dn_3: 0.2897 loss_class_dn_4: 0.02694 loss_bbox_dn_4: 0.1011 loss_giou_dn_4: 0.2878 time: 1.1226 data_time: 0.0898 lr: 1e-05 max_mem: 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total_loss: 7.373 loss_class: 0.1999 loss_bbox: 0.09166 loss_giou: 0.3348 loss_class_0: 0.226 loss_bbox_0: 0.09995 loss_giou_0: 0.3559 loss_class_1: 0.2156 loss_bbox_1: 0.09598 loss_giou_1: 0.3461 loss_class_2: 0.2086 loss_bbox_2: 0.09243 loss_giou_2: 0.3408 loss_class_3: 0.2051 loss_bbox_3: 0.09104 loss_giou_3: 0.3367 loss_class_4: 0.2021 loss_bbox_4: 0.09155 loss_giou_4: 0.3348 loss_class_enc: 0.2445 loss_bbox_enc: 0.1064 loss_giou_enc: 0.3709 loss_class_dn: 0.02728 loss_bbox_dn: 0.1032 loss_giou_dn: 0.2968 loss_class_dn_0: 0.07849 loss_bbox_dn_0: 0.1765 loss_giou_dn_0: 0.4364 loss_class_dn_1: 0.04743 loss_bbox_dn_1: 0.1224 loss_giou_dn_1: 0.3377 loss_class_dn_2: 0.03583 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.3064 loss_class_dn_3: 0.03142 loss_bbox_dn_3: 0.1042 loss_giou_dn_3: 0.2988 loss_class_dn_4: 0.02846 loss_bbox_dn_4: 0.1032 loss_giou_dn_4: 0.2969 time: 1.1226 data_time: 0.0979 lr: 1e-05 max_mem: 43695M [05/22 10:15:29 d2.utils.events]: eta: 6:08:58 iter: 204999 total_loss: 7.409 loss_class: 0.1956 loss_bbox: 0.08686 loss_giou: 0.3334 loss_class_0: 0.2217 loss_bbox_0: 0.0971 loss_giou_0: 0.3502 loss_class_1: 0.2094 loss_bbox_1: 0.09377 loss_giou_1: 0.342 loss_class_2: 0.2034 loss_bbox_2: 0.08955 loss_giou_2: 0.3342 loss_class_3: 0.201 loss_bbox_3: 0.08773 loss_giou_3: 0.332 loss_class_4: 0.1975 loss_bbox_4: 0.08694 loss_giou_4: 0.3333 loss_class_enc: 0.2366 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3649 loss_class_dn: 0.02623 loss_bbox_dn: 0.1053 loss_giou_dn: 0.2919 loss_class_dn_0: 0.07598 loss_bbox_dn_0: 0.1812 loss_giou_dn_0: 0.4292 loss_class_dn_1: 0.04669 loss_bbox_dn_1: 0.1248 loss_giou_dn_1: 0.329 loss_class_dn_2: 0.03526 loss_bbox_dn_2: 0.1094 loss_giou_dn_2: 0.3004 loss_class_dn_3: 0.03053 loss_bbox_dn_3: 0.106 loss_giou_dn_3: 0.294 loss_class_dn_4: 0.0271 loss_bbox_dn_4: 0.1054 loss_giou_dn_4: 0.2919 time: 1.1226 data_time: 0.0921 lr: 1e-05 max_mem: 43695M [05/22 10:16:26 d2.utils.events]: eta: 6:08:03 iter: 205049 total_loss: 7.333 loss_class: 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0.3397 loss_class_0: 0.2271 loss_bbox_0: 0.1028 loss_giou_0: 0.3576 loss_class_1: 0.2154 loss_bbox_1: 0.09654 loss_giou_1: 0.3484 loss_class_2: 0.2093 loss_bbox_2: 0.0933 loss_giou_2: 0.3438 loss_class_3: 0.2066 loss_bbox_3: 0.09243 loss_giou_3: 0.3411 loss_class_4: 0.2025 loss_bbox_4: 0.09166 loss_giou_4: 0.3399 loss_class_enc: 0.2446 loss_bbox_enc: 0.1105 loss_giou_enc: 0.3737 loss_class_dn: 0.02829 loss_bbox_dn: 0.1056 loss_giou_dn: 0.2971 loss_class_dn_0: 0.07956 loss_bbox_dn_0: 0.1808 loss_giou_dn_0: 0.4404 loss_class_dn_1: 0.04949 loss_bbox_dn_1: 0.1269 loss_giou_dn_1: 0.3374 loss_class_dn_2: 0.03711 loss_bbox_dn_2: 0.1093 loss_giou_dn_2: 0.3062 loss_class_dn_3: 0.03107 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.2987 loss_class_dn_4: 0.02882 loss_bbox_dn_4: 0.1056 loss_giou_dn_4: 0.297 time: 1.1227 data_time: 0.0993 lr: 1e-05 max_mem: 43695M [05/22 10:20:22 d2.utils.events]: eta: 6:04:45 iter: 205249 total_loss: 7.458 loss_class: 0.2017 loss_bbox: 0.09275 loss_giou: 0.3279 loss_class_0: 0.2248 loss_bbox_0: 0.1017 loss_giou_0: 0.3483 loss_class_1: 0.2145 loss_bbox_1: 0.09721 loss_giou_1: 0.3358 loss_class_2: 0.2093 loss_bbox_2: 0.09341 loss_giou_2: 0.3331 loss_class_3: 0.2056 loss_bbox_3: 0.09385 loss_giou_3: 0.3314 loss_class_4: 0.2033 loss_bbox_4: 0.09303 loss_giou_4: 0.3286 loss_class_enc: 0.2424 loss_bbox_enc: 0.1086 loss_giou_enc: 0.362 loss_class_dn: 0.02483 loss_bbox_dn: 0.1051 loss_giou_dn: 0.2859 loss_class_dn_0: 0.07578 loss_bbox_dn_0: 0.1797 loss_giou_dn_0: 0.4263 loss_class_dn_1: 0.04572 loss_bbox_dn_1: 0.1251 loss_giou_dn_1: 0.3248 loss_class_dn_2: 0.03468 loss_bbox_dn_2: 0.1097 loss_giou_dn_2: 0.2951 loss_class_dn_3: 0.02893 loss_bbox_dn_3: 0.1062 loss_giou_dn_3: 0.2881 loss_class_dn_4: 0.02605 loss_bbox_dn_4: 0.1051 loss_giou_dn_4: 0.286 time: 1.1227 data_time: 0.0995 lr: 1e-05 max_mem: 43695M [05/22 10:21:18 d2.utils.events]: eta: 6:03:17 iter: 205299 total_loss: 7.515 loss_class: 0.2043 loss_bbox: 0.09137 loss_giou: 0.3289 loss_class_0: 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0.2135 loss_bbox_1: 0.09473 loss_giou_1: 0.3438 loss_class_2: 0.2074 loss_bbox_2: 0.09216 loss_giou_2: 0.3391 loss_class_3: 0.2037 loss_bbox_3: 0.09025 loss_giou_3: 0.3367 loss_class_4: 0.2009 loss_bbox_4: 0.08956 loss_giou_4: 0.3359 loss_class_enc: 0.239 loss_bbox_enc: 0.1061 loss_giou_enc: 0.37 loss_class_dn: 0.0256 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2889 loss_class_dn_0: 0.0755 loss_bbox_dn_0: 0.1774 loss_giou_dn_0: 0.4324 loss_class_dn_1: 0.04656 loss_bbox_dn_1: 0.1242 loss_giou_dn_1: 0.327 loss_class_dn_2: 0.03441 loss_bbox_dn_2: 0.1064 loss_giou_dn_2: 0.2987 loss_class_dn_3: 0.02988 loss_bbox_dn_3: 0.1049 loss_giou_dn_3: 0.2914 loss_class_dn_4: 0.02632 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.289 time: 1.1227 data_time: 0.1032 lr: 1e-05 max_mem: 43695M [05/22 10:27:03 d2.utils.events]: eta: 5:57:43 iter: 205599 total_loss: 7.401 loss_class: 0.2026 loss_bbox: 0.08889 loss_giou: 0.3228 loss_class_0: 0.2253 loss_bbox_0: 0.09929 loss_giou_0: 0.3413 loss_class_1: 0.2151 loss_bbox_1: 0.09364 loss_giou_1: 0.3338 loss_class_2: 0.2099 loss_bbox_2: 0.09086 loss_giou_2: 0.328 loss_class_3: 0.206 loss_bbox_3: 0.08885 loss_giou_3: 0.3248 loss_class_4: 0.2035 loss_bbox_4: 0.08876 loss_giou_4: 0.3235 loss_class_enc: 0.2432 loss_bbox_enc: 0.1052 loss_giou_enc: 0.3564 loss_class_dn: 0.02622 loss_bbox_dn: 0.1002 loss_giou_dn: 0.2876 loss_class_dn_0: 0.07695 loss_bbox_dn_0: 0.1764 loss_giou_dn_0: 0.4306 loss_class_dn_1: 0.04588 loss_bbox_dn_1: 0.1195 loss_giou_dn_1: 0.3278 loss_class_dn_2: 0.03421 loss_bbox_dn_2: 0.1053 loss_giou_dn_2: 0.2967 loss_class_dn_3: 0.02977 loss_bbox_dn_3: 0.1014 loss_giou_dn_3: 0.2897 loss_class_dn_4: 0.0268 loss_bbox_dn_4: 0.1003 loss_giou_dn_4: 0.2877 time: 1.1227 data_time: 0.1008 lr: 1e-05 max_mem: 43695M [05/22 10:28:00 d2.utils.events]: eta: 5:56:56 iter: 205649 total_loss: 7.502 loss_class: 0.1981 loss_bbox: 0.0927 loss_giou: 0.3219 loss_class_0: 0.2231 loss_bbox_0: 0.1016 loss_giou_0: 0.3405 loss_class_1: 0.2141 loss_bbox_1: 0.09607 loss_giou_1: 0.3312 loss_class_2: 0.2057 loss_bbox_2: 0.09351 loss_giou_2: 0.325 loss_class_3: 0.2037 loss_bbox_3: 0.09363 loss_giou_3: 0.3234 loss_class_4: 0.1999 loss_bbox_4: 0.09272 loss_giou_4: 0.322 loss_class_enc: 0.2404 loss_bbox_enc: 0.1099 loss_giou_enc: 0.3566 loss_class_dn: 0.0263 loss_bbox_dn: 0.1074 loss_giou_dn: 0.2851 loss_class_dn_0: 0.0777 loss_bbox_dn_0: 0.1831 loss_giou_dn_0: 0.4278 loss_class_dn_1: 0.04836 loss_bbox_dn_1: 0.1286 loss_giou_dn_1: 0.3234 loss_class_dn_2: 0.03632 loss_bbox_dn_2: 0.1123 loss_giou_dn_2: 0.2935 loss_class_dn_3: 0.03039 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.2872 loss_class_dn_4: 0.02733 loss_bbox_dn_4: 0.1074 loss_giou_dn_4: 0.2851 time: 1.1227 data_time: 0.0963 lr: 1e-05 max_mem: 43695M [05/22 10:28:57 d2.utils.events]: eta: 5:55:54 iter: 205699 total_loss: 7.423 loss_class: 0.2047 loss_bbox: 0.09107 loss_giou: 0.3258 loss_class_0: 0.2276 loss_bbox_0: 0.1026 loss_giou_0: 0.343 loss_class_1: 0.2177 loss_bbox_1: 0.09575 loss_giou_1: 0.3333 loss_class_2: 0.211 loss_bbox_2: 0.0937 loss_giou_2: 0.3283 loss_class_3: 0.2087 loss_bbox_3: 0.09194 loss_giou_3: 0.3279 loss_class_4: 0.2056 loss_bbox_4: 0.09048 loss_giou_4: 0.3252 loss_class_enc: 0.2436 loss_bbox_enc: 0.1111 loss_giou_enc: 0.3566 loss_class_dn: 0.02743 loss_bbox_dn: 0.1084 loss_giou_dn: 0.289 loss_class_dn_0: 0.0753 loss_bbox_dn_0: 0.1859 loss_giou_dn_0: 0.4257 loss_class_dn_1: 0.0466 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.329 loss_class_dn_2: 0.03505 loss_bbox_dn_2: 0.1124 loss_giou_dn_2: 0.2987 loss_class_dn_3: 0.03086 loss_bbox_dn_3: 0.1092 loss_giou_dn_3: 0.2909 loss_class_dn_4: 0.02832 loss_bbox_dn_4: 0.1083 loss_giou_dn_4: 0.2891 time: 1.1227 data_time: 0.0976 lr: 1e-05 max_mem: 43695M [05/22 10:29:54 d2.utils.events]: eta: 5:54:55 iter: 205749 total_loss: 7.43 loss_class: 0.1953 loss_bbox: 0.0927 loss_giou: 0.333 loss_class_0: 0.2177 loss_bbox_0: 0.1018 loss_giou_0: 0.3486 loss_class_1: 0.2082 loss_bbox_1: 0.09738 loss_giou_1: 0.3419 loss_class_2: 0.2021 loss_bbox_2: 0.09456 loss_giou_2: 0.3362 loss_class_3: 0.199 loss_bbox_3: 0.09297 loss_giou_3: 0.3342 loss_class_4: 0.1959 loss_bbox_4: 0.09236 loss_giou_4: 0.333 loss_class_enc: 0.2351 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3634 loss_class_dn: 0.02588 loss_bbox_dn: 0.09833 loss_giou_dn: 0.2916 loss_class_dn_0: 0.07598 loss_bbox_dn_0: 0.1735 loss_giou_dn_0: 0.433 loss_class_dn_1: 0.04625 loss_bbox_dn_1: 0.1176 loss_giou_dn_1: 0.327 loss_class_dn_2: 0.03563 loss_bbox_dn_2: 0.1022 loss_giou_dn_2: 0.2999 loss_class_dn_3: 0.03016 loss_bbox_dn_3: 0.09912 loss_giou_dn_3: 0.293 loss_class_dn_4: 0.02662 loss_bbox_dn_4: 0.09831 loss_giou_dn_4: 0.2916 time: 1.1227 data_time: 0.0960 lr: 1e-05 max_mem: 43695M [05/22 10:30:51 d2.utils.events]: eta: 5:54:33 iter: 205799 total_loss: 7.45 loss_class: 0.1962 loss_bbox: 0.09588 loss_giou: 0.3321 loss_class_0: 0.2194 loss_bbox_0: 0.1033 loss_giou_0: 0.3495 loss_class_1: 0.2101 loss_bbox_1: 0.1006 loss_giou_1: 0.3391 loss_class_2: 0.2045 loss_bbox_2: 0.09828 loss_giou_2: 0.3359 loss_class_3: 0.2024 loss_bbox_3: 0.09643 loss_giou_3: 0.3334 loss_class_4: 0.1979 loss_bbox_4: 0.09594 loss_giou_4: 0.3318 loss_class_enc: 0.2316 loss_bbox_enc: 0.1104 loss_giou_enc: 0.3667 loss_class_dn: 0.02761 loss_bbox_dn: 0.1069 loss_giou_dn: 0.29 loss_class_dn_0: 0.07837 loss_bbox_dn_0: 0.1846 loss_giou_dn_0: 0.4343 loss_class_dn_1: 0.04738 loss_bbox_dn_1: 0.1293 loss_giou_dn_1: 0.3296 loss_class_dn_2: 0.03576 loss_bbox_dn_2: 0.1114 loss_giou_dn_2: 0.2997 loss_class_dn_3: 0.03054 loss_bbox_dn_3: 0.1077 loss_giou_dn_3: 0.2921 loss_class_dn_4: 0.02817 loss_bbox_dn_4: 0.107 loss_giou_dn_4: 0.2898 time: 1.1227 data_time: 0.1043 lr: 1e-05 max_mem: 43695M [05/22 10:31:49 d2.utils.events]: eta: 5:53:07 iter: 205849 total_loss: 7.473 loss_class: 0.1991 loss_bbox: 0.09239 loss_giou: 0.3345 loss_class_0: 0.2223 loss_bbox_0: 0.1021 loss_giou_0: 0.3536 loss_class_1: 0.214 loss_bbox_1: 0.09671 loss_giou_1: 0.3426 loss_class_2: 0.2095 loss_bbox_2: 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0.08772 loss_giou_4: 0.3298 loss_class_enc: 0.2385 loss_bbox_enc: 0.1028 loss_giou_enc: 0.3599 loss_class_dn: 0.02692 loss_bbox_dn: 0.09645 loss_giou_dn: 0.2867 loss_class_dn_0: 0.07575 loss_bbox_dn_0: 0.1681 loss_giou_dn_0: 0.4238 loss_class_dn_1: 0.04698 loss_bbox_dn_1: 0.1131 loss_giou_dn_1: 0.3269 loss_class_dn_2: 0.03564 loss_bbox_dn_2: 0.09949 loss_giou_dn_2: 0.2945 loss_class_dn_3: 0.03054 loss_bbox_dn_3: 0.09735 loss_giou_dn_3: 0.2888 loss_class_dn_4: 0.02763 loss_bbox_dn_4: 0.09645 loss_giou_dn_4: 0.2867 time: 1.1227 data_time: 0.0983 lr: 1e-06 max_mem: 43695M [05/22 10:43:23 d2.utils.events]: eta: 5:42:40 iter: 206449 total_loss: 7.609 loss_class: 0.2035 loss_bbox: 0.09287 loss_giou: 0.3329 loss_class_0: 0.2263 loss_bbox_0: 0.1014 loss_giou_0: 0.3513 loss_class_1: 0.2169 loss_bbox_1: 0.09613 loss_giou_1: 0.3426 loss_class_2: 0.2112 loss_bbox_2: 0.0948 loss_giou_2: 0.3378 loss_class_3: 0.2082 loss_bbox_3: 0.09372 loss_giou_3: 0.3334 loss_class_4: 0.2045 loss_bbox_4: 0.09295 loss_giou_4: 0.3338 loss_class_enc: 0.2466 loss_bbox_enc: 0.1092 loss_giou_enc: 0.3664 loss_class_dn: 0.02662 loss_bbox_dn: 0.1044 loss_giou_dn: 0.2952 loss_class_dn_0: 0.0784 loss_bbox_dn_0: 0.1814 loss_giou_dn_0: 0.434 loss_class_dn_1: 0.04843 loss_bbox_dn_1: 0.128 loss_giou_dn_1: 0.3369 loss_class_dn_2: 0.03514 loss_bbox_dn_2: 0.108 loss_giou_dn_2: 0.3052 loss_class_dn_3: 0.02974 loss_bbox_dn_3: 0.1057 loss_giou_dn_3: 0.2974 loss_class_dn_4: 0.02734 loss_bbox_dn_4: 0.1044 loss_giou_dn_4: 0.2952 time: 1.1227 data_time: 0.0990 lr: 1e-06 max_mem: 43695M [05/22 10:44:21 d2.utils.events]: eta: 5:42:25 iter: 206499 total_loss: 7.451 loss_class: 0.1979 loss_bbox: 0.0911 loss_giou: 0.3378 loss_class_0: 0.2191 loss_bbox_0: 0.1005 loss_giou_0: 0.3596 loss_class_1: 0.2096 loss_bbox_1: 0.09572 loss_giou_1: 0.3479 loss_class_2: 0.206 loss_bbox_2: 0.09165 loss_giou_2: 0.343 loss_class_3: 0.2023 loss_bbox_3: 0.0908 loss_giou_3: 0.3382 loss_class_4: 0.1995 loss_bbox_4: 0.09102 loss_giou_4: 0.337 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lr: 1e-06 max_mem: 43695M [05/22 11:31:30 d2.utils.events]: eta: 4:56:41 iter: 208949 total_loss: 7.512 loss_class: 0.2013 loss_bbox: 0.09026 loss_giou: 0.3269 loss_class_0: 0.226 loss_bbox_0: 0.0995 loss_giou_0: 0.3457 loss_class_1: 0.2167 loss_bbox_1: 0.09431 loss_giou_1: 0.3356 loss_class_2: 0.2106 loss_bbox_2: 0.09205 loss_giou_2: 0.3291 loss_class_3: 0.2068 loss_bbox_3: 0.09123 loss_giou_3: 0.3275 loss_class_4: 0.2039 loss_bbox_4: 0.09027 loss_giou_4: 0.3268 loss_class_enc: 0.2424 loss_bbox_enc: 0.1064 loss_giou_enc: 0.3601 loss_class_dn: 0.02778 loss_bbox_dn: 0.1029 loss_giou_dn: 0.2918 loss_class_dn_0: 0.07568 loss_bbox_dn_0: 0.1806 loss_giou_dn_0: 0.4308 loss_class_dn_1: 0.04839 loss_bbox_dn_1: 0.1241 loss_giou_dn_1: 0.3324 loss_class_dn_2: 0.03631 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.302 loss_class_dn_3: 0.03167 loss_bbox_dn_3: 0.1049 loss_giou_dn_3: 0.2938 loss_class_dn_4: 0.02861 loss_bbox_dn_4: 0.1032 loss_giou_dn_4: 0.2918 time: 1.1229 data_time: 0.1058 lr: 1e-06 max_mem: 43695M [05/22 11:32:27 d2.utils.events]: eta: 4:55:50 iter: 208999 total_loss: 7.347 loss_class: 0.2014 loss_bbox: 0.09259 loss_giou: 0.3317 loss_class_0: 0.2258 loss_bbox_0: 0.1025 loss_giou_0: 0.3517 loss_class_1: 0.2153 loss_bbox_1: 0.09821 loss_giou_1: 0.3393 loss_class_2: 0.2098 loss_bbox_2: 0.09455 loss_giou_2: 0.336 loss_class_3: 0.2068 loss_bbox_3: 0.09309 loss_giou_3: 0.3322 loss_class_4: 0.2031 loss_bbox_4: 0.0923 loss_giou_4: 0.3319 loss_class_enc: 0.2402 loss_bbox_enc: 0.1101 loss_giou_enc: 0.3641 loss_class_dn: 0.02715 loss_bbox_dn: 0.1051 loss_giou_dn: 0.2857 loss_class_dn_0: 0.07638 loss_bbox_dn_0: 0.1787 loss_giou_dn_0: 0.4292 loss_class_dn_1: 0.04702 loss_bbox_dn_1: 0.1238 loss_giou_dn_1: 0.323 loss_class_dn_2: 0.03587 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.2933 loss_class_dn_3: 0.03161 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2869 loss_class_dn_4: 0.02807 loss_bbox_dn_4: 0.1051 loss_giou_dn_4: 0.2854 time: 1.1229 data_time: 0.1020 lr: 1e-06 max_mem: 43695M [05/22 11:33:27 d2.utils.events]: eta: 4:54:45 iter: 209049 total_loss: 7.524 loss_class: 0.2018 loss_bbox: 0.08902 loss_giou: 0.339 loss_class_0: 0.2229 loss_bbox_0: 0.09692 loss_giou_0: 0.3571 loss_class_1: 0.2132 loss_bbox_1: 0.09258 loss_giou_1: 0.3454 loss_class_2: 0.207 loss_bbox_2: 0.0902 loss_giou_2: 0.3424 loss_class_3: 0.2048 loss_bbox_3: 0.08909 loss_giou_3: 0.3424 loss_class_4: 0.2024 loss_bbox_4: 0.08878 loss_giou_4: 0.3387 loss_class_enc: 0.2413 loss_bbox_enc: 0.1019 loss_giou_enc: 0.3722 loss_class_dn: 0.02588 loss_bbox_dn: 0.09968 loss_giou_dn: 0.2933 loss_class_dn_0: 0.07559 loss_bbox_dn_0: 0.1736 loss_giou_dn_0: 0.4339 loss_class_dn_1: 0.04576 loss_bbox_dn_1: 0.1193 loss_giou_dn_1: 0.336 loss_class_dn_2: 0.03362 loss_bbox_dn_2: 0.1032 loss_giou_dn_2: 0.3031 loss_class_dn_3: 0.02921 loss_bbox_dn_3: 0.1007 loss_giou_dn_3: 0.2954 loss_class_dn_4: 0.02672 loss_bbox_dn_4: 0.09971 loss_giou_dn_4: 0.2932 time: 1.1229 data_time: 0.0942 lr: 1e-06 max_mem: 43695M [05/22 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d2.utils.events]: eta: 4:52:55 iter: 209149 total_loss: 7.313 loss_class: 0.196 loss_bbox: 0.08765 loss_giou: 0.3324 loss_class_0: 0.2201 loss_bbox_0: 0.0976 loss_giou_0: 0.3466 loss_class_1: 0.2099 loss_bbox_1: 0.09248 loss_giou_1: 0.3396 loss_class_2: 0.2049 loss_bbox_2: 0.09018 loss_giou_2: 0.3351 loss_class_3: 0.202 loss_bbox_3: 0.08763 loss_giou_3: 0.3332 loss_class_4: 0.1979 loss_bbox_4: 0.08719 loss_giou_4: 0.3328 loss_class_enc: 0.2352 loss_bbox_enc: 0.1045 loss_giou_enc: 0.3621 loss_class_dn: 0.02826 loss_bbox_dn: 0.1008 loss_giou_dn: 0.2947 loss_class_dn_0: 0.07709 loss_bbox_dn_0: 0.1702 loss_giou_dn_0: 0.4315 loss_class_dn_1: 0.04753 loss_bbox_dn_1: 0.1211 loss_giou_dn_1: 0.3323 loss_class_dn_2: 0.03687 loss_bbox_dn_2: 0.1046 loss_giou_dn_2: 0.3044 loss_class_dn_3: 0.03258 loss_bbox_dn_3: 0.1016 loss_giou_dn_3: 0.2972 loss_class_dn_4: 0.02935 loss_bbox_dn_4: 0.101 loss_giou_dn_4: 0.2946 time: 1.1229 data_time: 0.1019 lr: 1e-06 max_mem: 43695M [05/22 11:36:18 d2.utils.events]: eta: 4:51:55 iter: 209199 total_loss: 7.454 loss_class: 0.1958 loss_bbox: 0.08895 loss_giou: 0.3387 loss_class_0: 0.2167 loss_bbox_0: 0.09805 loss_giou_0: 0.363 loss_class_1: 0.2082 loss_bbox_1: 0.09241 loss_giou_1: 0.3474 loss_class_2: 0.2051 loss_bbox_2: 0.08956 loss_giou_2: 0.3435 loss_class_3: 0.2021 loss_bbox_3: 0.08807 loss_giou_3: 0.3402 loss_class_4: 0.1981 loss_bbox_4: 0.08864 loss_giou_4: 0.3389 loss_class_enc: 0.2344 loss_bbox_enc: 0.1044 loss_giou_enc: 0.3738 loss_class_dn: 0.02627 loss_bbox_dn: 0.1002 loss_giou_dn: 0.2943 loss_class_dn_0: 0.07408 loss_bbox_dn_0: 0.1737 loss_giou_dn_0: 0.4313 loss_class_dn_1: 0.04424 loss_bbox_dn_1: 0.119 loss_giou_dn_1: 0.3332 loss_class_dn_2: 0.03289 loss_bbox_dn_2: 0.1036 loss_giou_dn_2: 0.3017 loss_class_dn_3: 0.02918 loss_bbox_dn_3: 0.1004 loss_giou_dn_3: 0.296 loss_class_dn_4: 0.0267 loss_bbox_dn_4: 0.1 loss_giou_dn_4: 0.2942 time: 1.1229 data_time: 0.1022 lr: 1e-06 max_mem: 43695M [05/22 11:37:16 d2.utils.events]: eta: 4:50:33 iter: 209249 total_loss: 7.237 loss_class: 0.1931 loss_bbox: 0.09028 loss_giou: 0.333 loss_class_0: 0.2187 loss_bbox_0: 0.09844 loss_giou_0: 0.3505 loss_class_1: 0.206 loss_bbox_1: 0.09351 loss_giou_1: 0.3437 loss_class_2: 0.202 loss_bbox_2: 0.09209 loss_giou_2: 0.3364 loss_class_3: 0.1978 loss_bbox_3: 0.09209 loss_giou_3: 0.334 loss_class_4: 0.1937 loss_bbox_4: 0.09069 loss_giou_4: 0.3328 loss_class_enc: 0.2355 loss_bbox_enc: 0.1048 loss_giou_enc: 0.3663 loss_class_dn: 0.02512 loss_bbox_dn: 0.09564 loss_giou_dn: 0.2874 loss_class_dn_0: 0.07391 loss_bbox_dn_0: 0.1669 loss_giou_dn_0: 0.4292 loss_class_dn_1: 0.04594 loss_bbox_dn_1: 0.1138 loss_giou_dn_1: 0.3256 loss_class_dn_2: 0.03404 loss_bbox_dn_2: 0.09935 loss_giou_dn_2: 0.2969 loss_class_dn_3: 0.02867 loss_bbox_dn_3: 0.09577 loss_giou_dn_3: 0.2889 loss_class_dn_4: 0.02608 loss_bbox_dn_4: 0.09566 loss_giou_dn_4: 0.2875 time: 1.1229 data_time: 0.0967 lr: 1e-06 max_mem: 43695M [05/22 11:38:13 d2.utils.events]: eta: 4:49:27 iter: 209299 total_loss: 7.426 loss_class: 0.1997 loss_bbox: 0.09322 loss_giou: 0.3261 loss_class_0: 0.2219 loss_bbox_0: 0.1041 loss_giou_0: 0.3443 loss_class_1: 0.214 loss_bbox_1: 0.09752 loss_giou_1: 0.3338 loss_class_2: 0.2072 loss_bbox_2: 0.09426 loss_giou_2: 0.3328 loss_class_3: 0.204 loss_bbox_3: 0.09403 loss_giou_3: 0.328 loss_class_4: 0.2006 loss_bbox_4: 0.09318 loss_giou_4: 0.3263 loss_class_enc: 0.2398 loss_bbox_enc: 0.1098 loss_giou_enc: 0.3583 loss_class_dn: 0.02711 loss_bbox_dn: 0.1067 loss_giou_dn: 0.2912 loss_class_dn_0: 0.07677 loss_bbox_dn_0: 0.1816 loss_giou_dn_0: 0.4303 loss_class_dn_1: 0.0473 loss_bbox_dn_1: 0.1291 loss_giou_dn_1: 0.3323 loss_class_dn_2: 0.03567 loss_bbox_dn_2: 0.1127 loss_giou_dn_2: 0.3012 loss_class_dn_3: 0.03066 loss_bbox_dn_3: 0.1083 loss_giou_dn_3: 0.2928 loss_class_dn_4: 0.02816 loss_bbox_dn_4: 0.1067 loss_giou_dn_4: 0.291 time: 1.1229 data_time: 0.0997 lr: 1e-06 max_mem: 43695M [05/22 11:39:11 d2.utils.events]: eta: 4:48:38 iter: 209349 total_loss: 7.349 loss_class: 0.1984 loss_bbox: 0.09096 loss_giou: 0.3269 loss_class_0: 0.2215 loss_bbox_0: 0.09845 loss_giou_0: 0.3501 loss_class_1: 0.2094 loss_bbox_1: 0.0942 loss_giou_1: 0.3382 loss_class_2: 0.205 loss_bbox_2: 0.09096 loss_giou_2: 0.3347 loss_class_3: 0.2018 loss_bbox_3: 0.09081 loss_giou_3: 0.3311 loss_class_4: 0.2003 loss_bbox_4: 0.09107 loss_giou_4: 0.3269 loss_class_enc: 0.2373 loss_bbox_enc: 0.1071 loss_giou_enc: 0.3628 loss_class_dn: 0.02517 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2888 loss_class_dn_0: 0.07516 loss_bbox_dn_0: 0.1803 loss_giou_dn_0: 0.4282 loss_class_dn_1: 0.04571 loss_bbox_dn_1: 0.1238 loss_giou_dn_1: 0.3269 loss_class_dn_2: 0.03417 loss_bbox_dn_2: 0.1092 loss_giou_dn_2: 0.2982 loss_class_dn_3: 0.02986 loss_bbox_dn_3: 0.1064 loss_giou_dn_3: 0.2912 loss_class_dn_4: 0.02595 loss_bbox_dn_4: 0.1057 loss_giou_dn_4: 0.2888 time: 1.1230 data_time: 0.1003 lr: 1e-06 max_mem: 43695M [05/22 11:40:11 d2.utils.events]: eta: 4:47:38 iter: 209399 total_loss: 7.575 loss_class: 0.2022 loss_bbox: 0.08827 loss_giou: 0.335 loss_class_0: 0.2257 loss_bbox_0: 0.09792 loss_giou_0: 0.3542 loss_class_1: 0.2154 loss_bbox_1: 0.09287 loss_giou_1: 0.3457 loss_class_2: 0.2102 loss_bbox_2: 0.08918 loss_giou_2: 0.3395 loss_class_3: 0.2064 loss_bbox_3: 0.08873 loss_giou_3: 0.337 loss_class_4: 0.2032 loss_bbox_4: 0.08783 loss_giou_4: 0.3357 loss_class_enc: 0.2419 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3697 loss_class_dn: 0.02758 loss_bbox_dn: 0.1004 loss_giou_dn: 0.2919 loss_class_dn_0: 0.07948 loss_bbox_dn_0: 0.173 loss_giou_dn_0: 0.434 loss_class_dn_1: 0.04818 loss_bbox_dn_1: 0.1192 loss_giou_dn_1: 0.3334 loss_class_dn_2: 0.03732 loss_bbox_dn_2: 0.1043 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.0322 loss_bbox_dn_3: 0.1012 loss_giou_dn_3: 0.2939 loss_class_dn_4: 0.029 loss_bbox_dn_4: 0.1004 loss_giou_dn_4: 0.2918 time: 1.1230 data_time: 0.1004 lr: 1e-06 max_mem: 43695M [05/22 11:41:09 d2.utils.events]: eta: 4:46:52 iter: 209449 total_loss: 7.286 loss_class: 0.1988 loss_bbox: 0.08866 loss_giou: 0.3283 loss_class_0: 0.2197 loss_bbox_0: 0.09699 loss_giou_0: 0.3481 loss_class_1: 0.2104 loss_bbox_1: 0.09235 loss_giou_1: 0.3363 loss_class_2: 0.2053 loss_bbox_2: 0.08895 loss_giou_2: 0.331 loss_class_3: 0.204 loss_bbox_3: 0.08888 loss_giou_3: 0.3295 loss_class_4: 0.2007 loss_bbox_4: 0.0883 loss_giou_4: 0.3282 loss_class_enc: 0.2365 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3661 loss_class_dn: 0.02616 loss_bbox_dn: 0.09957 loss_giou_dn: 0.2843 loss_class_dn_0: 0.07592 loss_bbox_dn_0: 0.1749 loss_giou_dn_0: 0.4196 loss_class_dn_1: 0.04604 loss_bbox_dn_1: 0.1207 loss_giou_dn_1: 0.3229 loss_class_dn_2: 0.03392 loss_bbox_dn_2: 0.1035 loss_giou_dn_2: 0.2948 loss_class_dn_3: 0.02923 loss_bbox_dn_3: 0.1008 loss_giou_dn_3: 0.287 loss_class_dn_4: 0.02671 loss_bbox_dn_4: 0.09951 loss_giou_dn_4: 0.2842 time: 1.1230 data_time: 0.0949 lr: 1e-06 max_mem: 43695M [05/22 11:42:06 d2.utils.events]: eta: 4:45:42 iter: 209499 total_loss: 7.513 loss_class: 0.2014 loss_bbox: 0.09045 loss_giou: 0.3338 loss_class_0: 0.2219 loss_bbox_0: 0.1004 loss_giou_0: 0.3525 loss_class_1: 0.2142 loss_bbox_1: 0.09435 loss_giou_1: 0.3436 loss_class_2: 0.2092 loss_bbox_2: 0.09208 loss_giou_2: 0.339 loss_class_3: 0.2062 loss_bbox_3: 0.09113 loss_giou_3: 0.3342 loss_class_4: 0.2026 loss_bbox_4: 0.09108 loss_giou_4: 0.3347 loss_class_enc: 0.2382 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3696 loss_class_dn: 0.02667 loss_bbox_dn: 0.1059 loss_giou_dn: 0.2929 loss_class_dn_0: 0.07734 loss_bbox_dn_0: 0.1786 loss_giou_dn_0: 0.4296 loss_class_dn_1: 0.04692 loss_bbox_dn_1: 0.1269 loss_giou_dn_1: 0.3297 loss_class_dn_2: 0.03652 loss_bbox_dn_2: 0.111 loss_giou_dn_2: 0.3019 loss_class_dn_3: 0.0314 loss_bbox_dn_3: 0.1069 loss_giou_dn_3: 0.2956 loss_class_dn_4: 0.02765 loss_bbox_dn_4: 0.1059 loss_giou_dn_4: 0.2929 time: 1.1230 data_time: 0.0919 lr: 1e-06 max_mem: 43695M [05/22 11:43:04 d2.utils.events]: eta: 4:44:47 iter: 209549 total_loss: 7.603 loss_class: 0.1968 loss_bbox: 0.09435 loss_giou: 0.3401 loss_class_0: 0.2212 loss_bbox_0: 0.1014 loss_giou_0: 0.3592 loss_class_1: 0.2141 loss_bbox_1: 0.09726 loss_giou_1: 0.3477 loss_class_2: 0.2067 loss_bbox_2: 0.09526 loss_giou_2: 0.3424 loss_class_3: 0.2029 loss_bbox_3: 0.09416 loss_giou_3: 0.3418 loss_class_4: 0.1984 loss_bbox_4: 0.09475 loss_giou_4: 0.3404 loss_class_enc: 0.2396 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3715 loss_class_dn: 0.02686 loss_bbox_dn: 0.1058 loss_giou_dn: 0.2993 loss_class_dn_0: 0.07737 loss_bbox_dn_0: 0.1853 loss_giou_dn_0: 0.4389 loss_class_dn_1: 0.04855 loss_bbox_dn_1: 0.1278 loss_giou_dn_1: 0.3379 loss_class_dn_2: 0.03609 loss_bbox_dn_2: 0.1094 loss_giou_dn_2: 0.3072 loss_class_dn_3: 0.0311 loss_bbox_dn_3: 0.1066 loss_giou_dn_3: 0.3011 loss_class_dn_4: 0.02744 loss_bbox_dn_4: 0.1059 loss_giou_dn_4: 0.2992 time: 1.1230 data_time: 0.1037 lr: 1e-06 max_mem: 43695M [05/22 11:44:01 d2.utils.events]: eta: 4:43:52 iter: 209599 total_loss: 7.287 loss_class: 0.1975 loss_bbox: 0.08719 loss_giou: 0.3261 loss_class_0: 0.2201 loss_bbox_0: 0.09786 loss_giou_0: 0.3444 loss_class_1: 0.2102 loss_bbox_1: 0.09093 loss_giou_1: 0.3358 loss_class_2: 0.2048 loss_bbox_2: 0.08859 loss_giou_2: 0.3295 loss_class_3: 0.2015 loss_bbox_3: 0.08747 loss_giou_3: 0.329 loss_class_4: 0.1991 loss_bbox_4: 0.08741 loss_giou_4: 0.3272 loss_class_enc: 0.2368 loss_bbox_enc: 0.1008 loss_giou_enc: 0.3588 loss_class_dn: 0.02676 loss_bbox_dn: 0.09929 loss_giou_dn: 0.286 loss_class_dn_0: 0.07556 loss_bbox_dn_0: 0.1712 loss_giou_dn_0: 0.4243 loss_class_dn_1: 0.04621 loss_bbox_dn_1: 0.1189 loss_giou_dn_1: 0.3258 loss_class_dn_2: 0.03435 loss_bbox_dn_2: 0.1041 loss_giou_dn_2: 0.2958 loss_class_dn_3: 0.02993 loss_bbox_dn_3: 0.1009 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.02789 loss_bbox_dn_4: 0.09927 loss_giou_dn_4: 0.286 time: 1.1230 data_time: 0.1113 lr: 1e-06 max_mem: 43695M [05/22 11:44:58 d2.utils.events]: eta: 4:42:36 iter: 209649 total_loss: 7.412 loss_class: 0.2009 loss_bbox: 0.09014 loss_giou: 0.3266 loss_class_0: 0.2227 loss_bbox_0: 0.09985 loss_giou_0: 0.3414 loss_class_1: 0.2136 loss_bbox_1: 0.09391 loss_giou_1: 0.3354 loss_class_2: 0.2076 loss_bbox_2: 0.09253 loss_giou_2: 0.3296 loss_class_3: 0.2048 loss_bbox_3: 0.0911 loss_giou_3: 0.3275 loss_class_4: 0.2016 loss_bbox_4: 0.0903 loss_giou_4: 0.3266 loss_class_enc: 0.2435 loss_bbox_enc: 0.1048 loss_giou_enc: 0.36 loss_class_dn: 0.02512 loss_bbox_dn: 0.1023 loss_giou_dn: 0.2853 loss_class_dn_0: 0.07617 loss_bbox_dn_0: 0.1812 loss_giou_dn_0: 0.4265 loss_class_dn_1: 0.04528 loss_bbox_dn_1: 0.1255 loss_giou_dn_1: 0.3255 loss_class_dn_2: 0.03304 loss_bbox_dn_2: 0.1083 loss_giou_dn_2: 0.2953 loss_class_dn_3: 0.02829 loss_bbox_dn_3: 0.1038 loss_giou_dn_3: 0.2872 loss_class_dn_4: 0.02534 loss_bbox_dn_4: 0.1023 loss_giou_dn_4: 0.2853 time: 1.1230 data_time: 0.0933 lr: 1e-06 max_mem: 43695M [05/22 11:45:56 d2.utils.events]: eta: 4:41:34 iter: 209699 total_loss: 7.596 loss_class: 0.2018 loss_bbox: 0.09075 loss_giou: 0.3391 loss_class_0: 0.2226 loss_bbox_0: 0.1017 loss_giou_0: 0.3537 loss_class_1: 0.216 loss_bbox_1: 0.09552 loss_giou_1: 0.3458 loss_class_2: 0.2103 loss_bbox_2: 0.09312 loss_giou_2: 0.342 loss_class_3: 0.2064 loss_bbox_3: 0.09174 loss_giou_3: 0.3413 loss_class_4: 0.203 loss_bbox_4: 0.09036 loss_giou_4: 0.3392 loss_class_enc: 0.2416 loss_bbox_enc: 0.1062 loss_giou_enc: 0.3721 loss_class_dn: 0.02661 loss_bbox_dn: 0.105 loss_giou_dn: 0.3011 loss_class_dn_0: 0.07586 loss_bbox_dn_0: 0.1778 loss_giou_dn_0: 0.4415 loss_class_dn_1: 0.04701 loss_bbox_dn_1: 0.1237 loss_giou_dn_1: 0.3419 loss_class_dn_2: 0.03534 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.3096 loss_class_dn_3: 0.03097 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.3028 loss_class_dn_4: 0.02787 loss_bbox_dn_4: 0.1049 loss_giou_dn_4: 0.3009 time: 1.1230 data_time: 0.0977 lr: 1e-06 max_mem: 43695M [05/22 11:46:53 d2.utils.events]: eta: 4:40:38 iter: 209749 total_loss: 7.406 loss_class: 0.2025 loss_bbox: 0.09307 loss_giou: 0.3244 loss_class_0: 0.225 loss_bbox_0: 0.1032 loss_giou_0: 0.3443 loss_class_1: 0.2152 loss_bbox_1: 0.09615 loss_giou_1: 0.3328 loss_class_2: 0.2101 loss_bbox_2: 0.09498 loss_giou_2: 0.3298 loss_class_3: 0.2081 loss_bbox_3: 0.0937 loss_giou_3: 0.3271 loss_class_4: 0.2046 loss_bbox_4: 0.09343 loss_giou_4: 0.3245 loss_class_enc: 0.2409 loss_bbox_enc: 0.1084 loss_giou_enc: 0.3596 loss_class_dn: 0.02583 loss_bbox_dn: 0.1067 loss_giou_dn: 0.2864 loss_class_dn_0: 0.08007 loss_bbox_dn_0: 0.1824 loss_giou_dn_0: 0.4241 loss_class_dn_1: 0.04743 loss_bbox_dn_1: 0.1267 loss_giou_dn_1: 0.3244 loss_class_dn_2: 0.03509 loss_bbox_dn_2: 0.1104 loss_giou_dn_2: 0.2953 loss_class_dn_3: 0.02985 loss_bbox_dn_3: 0.1072 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.02672 loss_bbox_dn_4: 0.1065 loss_giou_dn_4: 0.2863 time: 1.1230 data_time: 0.1023 lr: 1e-06 max_mem: 43695M [05/22 11:47:51 d2.utils.events]: eta: 4:39:43 iter: 209799 total_loss: 7.391 loss_class: 0.1988 loss_bbox: 0.08673 loss_giou: 0.3336 loss_class_0: 0.226 loss_bbox_0: 0.09578 loss_giou_0: 0.3545 loss_class_1: 0.2168 loss_bbox_1: 0.0903 loss_giou_1: 0.3429 loss_class_2: 0.2099 loss_bbox_2: 0.08761 loss_giou_2: 0.3382 loss_class_3: 0.2055 loss_bbox_3: 0.08624 loss_giou_3: 0.3339 loss_class_4: 0.2019 loss_bbox_4: 0.08652 loss_giou_4: 0.3322 loss_class_enc: 0.2426 loss_bbox_enc: 0.1016 loss_giou_enc: 0.3718 loss_class_dn: 0.02541 loss_bbox_dn: 0.1014 loss_giou_dn: 0.2922 loss_class_dn_0: 0.0784 loss_bbox_dn_0: 0.1693 loss_giou_dn_0: 0.4309 loss_class_dn_1: 0.04897 loss_bbox_dn_1: 0.1197 loss_giou_dn_1: 0.33 loss_class_dn_2: 0.03558 loss_bbox_dn_2: 0.1044 loss_giou_dn_2: 0.3 loss_class_dn_3: 0.02992 loss_bbox_dn_3: 0.1021 loss_giou_dn_3: 0.2935 loss_class_dn_4: 0.02654 loss_bbox_dn_4: 0.1014 loss_giou_dn_4: 0.2921 time: 1.1230 data_time: 0.1028 lr: 1e-06 max_mem: 43695M [05/22 11:48:48 d2.utils.events]: eta: 4:38:46 iter: 209849 total_loss: 7.325 loss_class: 0.196 loss_bbox: 0.08944 loss_giou: 0.3212 loss_class_0: 0.2208 loss_bbox_0: 0.1006 loss_giou_0: 0.3412 loss_class_1: 0.21 loss_bbox_1: 0.0944 loss_giou_1: 0.3313 loss_class_2: 0.2044 loss_bbox_2: 0.09181 loss_giou_2: 0.3249 loss_class_3: 0.2005 loss_bbox_3: 0.09066 loss_giou_3: 0.3216 loss_class_4: 0.1975 loss_bbox_4: 0.08953 loss_giou_4: 0.3207 loss_class_enc: 0.2364 loss_bbox_enc: 0.107 loss_giou_enc: 0.356 loss_class_dn: 0.02535 loss_bbox_dn: 0.1043 loss_giou_dn: 0.2817 loss_class_dn_0: 0.07537 loss_bbox_dn_0: 0.1743 loss_giou_dn_0: 0.4188 loss_class_dn_1: 0.04578 loss_bbox_dn_1: 0.1228 loss_giou_dn_1: 0.3203 loss_class_dn_2: 0.03382 loss_bbox_dn_2: 0.1075 loss_giou_dn_2: 0.2906 loss_class_dn_3: 0.02901 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.2832 loss_class_dn_4: 0.02601 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2817 time: 1.1230 data_time: 0.1031 lr: 1e-06 max_mem: 43695M [05/22 11:49:45 d2.utils.events]: eta: 4:37:38 iter: 209899 total_loss: 7.49 loss_class: 0.2019 loss_bbox: 0.09017 loss_giou: 0.3305 loss_class_0: 0.2235 loss_bbox_0: 0.1012 loss_giou_0: 0.3507 loss_class_1: 0.2153 loss_bbox_1: 0.09636 loss_giou_1: 0.3405 loss_class_2: 0.2079 loss_bbox_2: 0.09299 loss_giou_2: 0.3345 loss_class_3: 0.205 loss_bbox_3: 0.09164 loss_giou_3: 0.3316 loss_class_4: 0.2036 loss_bbox_4: 0.09011 loss_giou_4: 0.3294 loss_class_enc: 0.2418 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3668 loss_class_dn: 0.02674 loss_bbox_dn: 0.107 loss_giou_dn: 0.2907 loss_class_dn_0: 0.07468 loss_bbox_dn_0: 0.1825 loss_giou_dn_0: 0.4331 loss_class_dn_1: 0.04541 loss_bbox_dn_1: 0.1271 loss_giou_dn_1: 0.3321 loss_class_dn_2: 0.03427 loss_bbox_dn_2: 0.1119 loss_giou_dn_2: 0.2997 loss_class_dn_3: 0.03015 loss_bbox_dn_3: 0.1084 loss_giou_dn_3: 0.2925 loss_class_dn_4: 0.02806 loss_bbox_dn_4: 0.107 loss_giou_dn_4: 0.2908 time: 1.1230 data_time: 0.0967 lr: 1e-06 max_mem: 43695M [05/22 11:50:43 d2.utils.events]: eta: 4:36:43 iter: 209949 total_loss: 7.66 loss_class: 0.1992 loss_bbox: 0.09076 loss_giou: 0.3387 loss_class_0: 0.226 loss_bbox_0: 0.1016 loss_giou_0: 0.36 loss_class_1: 0.2159 loss_bbox_1: 0.09614 loss_giou_1: 0.3483 loss_class_2: 0.2096 loss_bbox_2: 0.09296 loss_giou_2: 0.3447 loss_class_3: 0.2054 loss_bbox_3: 0.09167 loss_giou_3: 0.341 loss_class_4: 0.2021 loss_bbox_4: 0.0902 loss_giou_4: 0.3399 loss_class_enc: 0.2426 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3728 loss_class_dn: 0.02525 loss_bbox_dn: 0.1039 loss_giou_dn: 0.3011 loss_class_dn_0: 0.0745 loss_bbox_dn_0: 0.1773 loss_giou_dn_0: 0.4438 loss_class_dn_1: 0.04566 loss_bbox_dn_1: 0.1289 loss_giou_dn_1: 0.3408 loss_class_dn_2: 0.0331 loss_bbox_dn_2: 0.1099 loss_giou_dn_2: 0.31 loss_class_dn_3: 0.02831 loss_bbox_dn_3: 0.1062 loss_giou_dn_3: 0.3034 loss_class_dn_4: 0.02561 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.3011 time: 1.1230 data_time: 0.1018 lr: 1e-06 max_mem: 43695M [05/22 11:51:43 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0209999.pth [05/22 11:52:07 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/22 11:52:24 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/22 11:52:28 d2.data.common]: Serialized dataset takes 894.47 MiB [05/22 11:52:30 d2.evaluation.evaluator]: Start inference on 313 batches [05/22 11:53:24 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0034 s/iter. Inference: 0.0650 s/iter. Eval: 0.0003 s/iter. Total: 0.0688 s/iter. ETA=0:00:20 [05/22 11:53:29 d2.evaluation.evaluator]: Inference done 82/313. Dataloading: 0.0049 s/iter. Inference: 0.0654 s/iter. Eval: 0.0003 s/iter. Total: 0.0709 s/iter. ETA=0:00:16 [05/22 11:53:34 d2.evaluation.evaluator]: Inference done 152/313. Dataloading: 0.0050 s/iter. Inference: 0.0655 s/iter. Eval: 0.0003 s/iter. Total: 0.0712 s/iter. ETA=0:00:11 [05/22 11:53:39 d2.evaluation.evaluator]: Inference done 210/313. Dataloading: 0.0050 s/iter. Inference: 0.0700 s/iter. Eval: 0.0003 s/iter. Total: 0.0757 s/iter. ETA=0:00:07 [05/22 11:53:44 d2.evaluation.evaluator]: Inference done 282/313. Dataloading: 0.0050 s/iter. Inference: 0.0686 s/iter. Eval: 0.0004 s/iter. Total: 0.0742 s/iter. ETA=0:00:02 [05/22 11:53:47 d2.evaluation.evaluator]: Total inference time: 0:00:23.368620 (0.075872 s / iter per device, on 16 devices) [05/22 11:53:47 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.068153 s / iter per device, on 16 devices) [05/22 11:54:04 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/22 11:54:04 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/22 11:54:12 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=6.33s) creating index... index created! [05/22 11:54:19 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/22 11:54:40 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.42 seconds. [05/22 11:54:40 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/22 11:54:43 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.08 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.661 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882 [05/22 11:54:43 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.457 | 66.136 | 54.050 | 36.594 | 52.456 | 62.495 | [05/22 11:54:43 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.442 | bicycle | 39.713 | car | 53.101 | | motorcycle | 48.655 | airplane | 79.673 | bus | 75.751 | | train | 76.102 | truck | 37.925 | boat | 36.263 | | traffic light | 32.833 | fire hydrant | 75.956 | stop sign | 60.767 | | parking meter | 20.254 | bench | 35.690 | bird | 46.416 | | cat | 79.125 | dog | 76.699 | horse | 68.521 | | sheep | 53.393 | cow | 68.944 | elephant | 74.717 | | bear | 75.041 | zebra | 73.461 | giraffe | 76.688 | | backpack | 22.370 | umbrella | 45.528 | handbag | 20.211 | | tie | 46.656 | suitcase | 44.779 | frisbee | 76.574 | | skis | 33.742 | snowboard | 51.347 | sports ball | 42.824 | | kite | 45.413 | baseball bat | 44.753 | baseball glove | 50.032 | | skateboard | 61.125 | surfboard | 51.286 | tennis racket | 57.821 | | bottle | 46.427 | wine glass | 50.839 | cup | 57.875 | | fork | 55.244 | knife | 33.025 | spoon | 31.117 | | bowl | 51.807 | banana | 26.232 | apple | 22.132 | | sandwich | 39.526 | orange | 33.209 | broccoli | 21.832 | | carrot | 20.157 | hot dog | 40.621 | pizza | 62.957 | | donut | 49.114 | cake | 51.316 | chair | 38.128 | | couch | 48.830 | potted plant | 31.553 | bed | 47.781 | | dining table | 31.345 | toilet | 65.474 | tv | 63.753 | | laptop | 77.057 | mouse | 70.034 | remote | 34.039 | | keyboard | 53.633 | cell phone | 49.166 | microwave | 70.256 | | oven | 18.415 | toaster | 50.873 | sink | 40.761 | | refrigerator | 68.222 | book | 14.782 | clock | 48.640 | | vase | 33.633 | scissors | 47.566 | teddy bear | 59.614 | | hair drier | 30.960 | toothbrush | 45.033 | | | [05/22 11:54:45 d2.evaluation.testing]: copypaste: Task: bbox [05/22 11:54:45 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/22 11:54:45 d2.evaluation.testing]: copypaste: 49.4571,66.1357,54.0495,36.5943,52.4563,62.4948 [05/22 11:54:45 d2.utils.events]: eta: 4:35:46 iter: 209999 total_loss: 7.411 loss_class: 0.1972 loss_bbox: 0.09247 loss_giou: 0.3229 loss_class_0: 0.2172 loss_bbox_0: 0.1011 loss_giou_0: 0.3395 loss_class_1: 0.207 loss_bbox_1: 0.09802 loss_giou_1: 0.3347 loss_class_2: 0.2024 loss_bbox_2: 0.0942 loss_giou_2: 0.3265 loss_class_3: 0.2015 loss_bbox_3: 0.09247 loss_giou_3: 0.3229 loss_class_4: 0.1991 loss_bbox_4: 0.09238 loss_giou_4: 0.3224 loss_class_enc: 0.2352 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3536 loss_class_dn: 0.02734 loss_bbox_dn: 0.1055 loss_giou_dn: 0.2866 loss_class_dn_0: 0.07597 loss_bbox_dn_0: 0.1757 loss_giou_dn_0: 0.4243 loss_class_dn_1: 0.04635 loss_bbox_dn_1: 0.124 loss_giou_dn_1: 0.3254 loss_class_dn_2: 0.03533 loss_bbox_dn_2: 0.1098 loss_giou_dn_2: 0.2955 loss_class_dn_3: 0.0308 loss_bbox_dn_3: 0.1071 loss_giou_dn_3: 0.2891 loss_class_dn_4: 0.02837 loss_bbox_dn_4: 0.1055 loss_giou_dn_4: 0.2866 time: 1.1230 data_time: 0.0950 lr: 1e-06 max_mem: 43695M [05/22 11:55:41 d2.utils.events]: eta: 4:34:46 iter: 210049 total_loss: 7.532 loss_class: 0.1992 loss_bbox: 0.0928 loss_giou: 0.3372 loss_class_0: 0.2207 loss_bbox_0: 0.1003 loss_giou_0: 0.3533 loss_class_1: 0.2111 loss_bbox_1: 0.09727 loss_giou_1: 0.3438 loss_class_2: 0.2048 loss_bbox_2: 0.09369 loss_giou_2: 0.3385 loss_class_3: 0.2025 loss_bbox_3: 0.09345 loss_giou_3: 0.3365 loss_class_4: 0.2001 loss_bbox_4: 0.09267 loss_giou_4: 0.3361 loss_class_enc: 0.2395 loss_bbox_enc: 0.1066 loss_giou_enc: 0.3695 loss_class_dn: 0.02689 loss_bbox_dn: 0.1032 loss_giou_dn: 0.2947 loss_class_dn_0: 0.07971 loss_bbox_dn_0: 0.1772 loss_giou_dn_0: 0.4396 loss_class_dn_1: 0.04614 loss_bbox_dn_1: 0.1238 loss_giou_dn_1: 0.3356 loss_class_dn_2: 0.03472 loss_bbox_dn_2: 0.1075 loss_giou_dn_2: 0.3042 loss_class_dn_3: 0.03026 loss_bbox_dn_3: 0.1043 loss_giou_dn_3: 0.2973 loss_class_dn_4: 0.02769 loss_bbox_dn_4: 0.1032 loss_giou_dn_4: 0.2948 time: 1.1230 data_time: 0.1014 lr: 1e-06 max_mem: 43695M [05/22 11:56:38 d2.utils.events]: eta: 4:33:49 iter: 210099 total_loss: 7.257 loss_class: 0.1925 loss_bbox: 0.0888 loss_giou: 0.3243 loss_class_0: 0.2174 loss_bbox_0: 0.09903 loss_giou_0: 0.3427 loss_class_1: 0.2075 loss_bbox_1: 0.09285 loss_giou_1: 0.334 loss_class_2: 0.2014 loss_bbox_2: 0.09067 loss_giou_2: 0.3306 loss_class_3: 0.1986 loss_bbox_3: 0.08992 loss_giou_3: 0.3261 loss_class_4: 0.1952 loss_bbox_4: 0.08896 loss_giou_4: 0.3245 loss_class_enc: 0.2363 loss_bbox_enc: 0.1065 loss_giou_enc: 0.3557 loss_class_dn: 0.02697 loss_bbox_dn: 0.1012 loss_giou_dn: 0.28 loss_class_dn_0: 0.07753 loss_bbox_dn_0: 0.1752 loss_giou_dn_0: 0.4236 loss_class_dn_1: 0.04669 loss_bbox_dn_1: 0.1219 loss_giou_dn_1: 0.3205 loss_class_dn_2: 0.03453 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.2881 loss_class_dn_3: 0.02968 loss_bbox_dn_3: 0.1026 loss_giou_dn_3: 0.2806 loss_class_dn_4: 0.02729 loss_bbox_dn_4: 0.1012 loss_giou_dn_4: 0.2796 time: 1.1230 data_time: 0.0979 lr: 1e-06 max_mem: 43695M [05/22 11:57:35 d2.utils.events]: eta: 4:32:53 iter: 210149 total_loss: 7.451 loss_class: 0.2035 loss_bbox: 0.08933 loss_giou: 0.3305 loss_class_0: 0.2265 loss_bbox_0: 0.0992 loss_giou_0: 0.345 loss_class_1: 0.2171 loss_bbox_1: 0.09281 loss_giou_1: 0.3389 loss_class_2: 0.21 loss_bbox_2: 0.09131 loss_giou_2: 0.3346 loss_class_3: 0.2069 loss_bbox_3: 0.09033 loss_giou_3: 0.3319 loss_class_4: 0.2042 loss_bbox_4: 0.08963 loss_giou_4: 0.3305 loss_class_enc: 0.242 loss_bbox_enc: 0.1052 loss_giou_enc: 0.3576 loss_class_dn: 0.02835 loss_bbox_dn: 0.1024 loss_giou_dn: 0.2928 loss_class_dn_0: 0.08053 loss_bbox_dn_0: 0.1766 loss_giou_dn_0: 0.4352 loss_class_dn_1: 0.05024 loss_bbox_dn_1: 0.1203 loss_giou_dn_1: 0.3328 loss_class_dn_2: 0.0365 loss_bbox_dn_2: 0.1077 loss_giou_dn_2: 0.3018 loss_class_dn_3: 0.03178 loss_bbox_dn_3: 0.104 loss_giou_dn_3: 0.2941 loss_class_dn_4: 0.02918 loss_bbox_dn_4: 0.1024 loss_giou_dn_4: 0.2929 time: 1.1230 data_time: 0.1043 lr: 1e-06 max_mem: 43695M [05/22 11:58:33 d2.utils.events]: eta: 4:32:01 iter: 210199 total_loss: 7.448 loss_class: 0.2007 loss_bbox: 0.09313 loss_giou: 0.3299 loss_class_0: 0.2262 loss_bbox_0: 0.1033 loss_giou_0: 0.3512 loss_class_1: 0.2155 loss_bbox_1: 0.09718 loss_giou_1: 0.3411 loss_class_2: 0.2105 loss_bbox_2: 0.09449 loss_giou_2: 0.3341 loss_class_3: 0.2053 loss_bbox_3: 0.09317 loss_giou_3: 0.3301 loss_class_4: 0.202 loss_bbox_4: 0.09299 loss_giou_4: 0.33 loss_class_enc: 0.242 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3648 loss_class_dn: 0.02614 loss_bbox_dn: 0.1048 loss_giou_dn: 0.2916 loss_class_dn_0: 0.07664 loss_bbox_dn_0: 0.1806 loss_giou_dn_0: 0.435 loss_class_dn_1: 0.04592 loss_bbox_dn_1: 0.1257 loss_giou_dn_1: 0.333 loss_class_dn_2: 0.03536 loss_bbox_dn_2: 0.1092 loss_giou_dn_2: 0.3014 loss_class_dn_3: 0.03029 loss_bbox_dn_3: 0.1058 loss_giou_dn_3: 0.2942 loss_class_dn_4: 0.02699 loss_bbox_dn_4: 0.1046 loss_giou_dn_4: 0.2916 time: 1.1230 data_time: 0.1011 lr: 1e-06 max_mem: 43695M [05/22 11:59:30 d2.utils.events]: eta: 4:31:29 iter: 210249 total_loss: 7.545 loss_class: 0.2008 loss_bbox: 0.08867 loss_giou: 0.3321 loss_class_0: 0.2219 loss_bbox_0: 0.1011 loss_giou_0: 0.3524 loss_class_1: 0.2122 loss_bbox_1: 0.09394 loss_giou_1: 0.3429 loss_class_2: 0.2053 loss_bbox_2: 0.09044 loss_giou_2: 0.3357 loss_class_3: 0.2042 loss_bbox_3: 0.08937 loss_giou_3: 0.3321 loss_class_4: 0.2024 loss_bbox_4: 0.08875 loss_giou_4: 0.3318 loss_class_enc: 0.2389 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3691 loss_class_dn: 0.02687 loss_bbox_dn: 0.1014 loss_giou_dn: 0.2972 loss_class_dn_0: 0.07834 loss_bbox_dn_0: 0.172 loss_giou_dn_0: 0.4371 loss_class_dn_1: 0.04725 loss_bbox_dn_1: 0.1209 loss_giou_dn_1: 0.339 loss_class_dn_2: 0.03555 loss_bbox_dn_2: 0.1056 loss_giou_dn_2: 0.3087 loss_class_dn_3: 0.02982 loss_bbox_dn_3: 0.1028 loss_giou_dn_3: 0.2999 loss_class_dn_4: 0.02755 loss_bbox_dn_4: 0.1015 loss_giou_dn_4: 0.2972 time: 1.1230 data_time: 0.1008 lr: 1e-06 max_mem: 43695M [05/22 12:00:31 d2.utils.events]: eta: 4:30:52 iter: 210299 total_loss: 7.369 loss_class: 0.196 loss_bbox: 0.09103 loss_giou: 0.3245 loss_class_0: 0.2165 loss_bbox_0: 0.1021 loss_giou_0: 0.3474 loss_class_1: 0.2072 loss_bbox_1: 0.095 loss_giou_1: 0.3345 loss_class_2: 0.2032 loss_bbox_2: 0.09248 loss_giou_2: 0.3278 loss_class_3: 0.201 loss_bbox_3: 0.09084 loss_giou_3: 0.3269 loss_class_4: 0.1969 loss_bbox_4: 0.0908 loss_giou_4: 0.3245 loss_class_enc: 0.2351 loss_bbox_enc: 0.1074 loss_giou_enc: 0.362 loss_class_dn: 0.02548 loss_bbox_dn: 0.1047 loss_giou_dn: 0.2924 loss_class_dn_0: 0.0749 loss_bbox_dn_0: 0.1831 loss_giou_dn_0: 0.4253 loss_class_dn_1: 0.04564 loss_bbox_dn_1: 0.1239 loss_giou_dn_1: 0.3268 loss_class_dn_2: 0.03406 loss_bbox_dn_2: 0.1092 loss_giou_dn_2: 0.3006 loss_class_dn_3: 0.02967 loss_bbox_dn_3: 0.1052 loss_giou_dn_3: 0.2939 loss_class_dn_4: 0.02658 loss_bbox_dn_4: 0.1046 loss_giou_dn_4: 0.292 time: 1.1230 data_time: 0.1096 lr: 1e-06 max_mem: 43695M [05/22 12:01:28 d2.utils.events]: eta: 4:29:40 iter: 210349 total_loss: 7.392 loss_class: 0.2013 loss_bbox: 0.08875 loss_giou: 0.329 loss_class_0: 0.2253 loss_bbox_0: 0.09777 loss_giou_0: 0.3479 loss_class_1: 0.2154 loss_bbox_1: 0.0946 loss_giou_1: 0.339 loss_class_2: 0.2093 loss_bbox_2: 0.09086 loss_giou_2: 0.3334 loss_class_3: 0.2067 loss_bbox_3: 0.08946 loss_giou_3: 0.331 loss_class_4: 0.2034 loss_bbox_4: 0.08903 loss_giou_4: 0.3295 loss_class_enc: 0.2431 loss_bbox_enc: 0.1044 loss_giou_enc: 0.3611 loss_class_dn: 0.02512 loss_bbox_dn: 0.0984 loss_giou_dn: 0.2861 loss_class_dn_0: 0.07658 loss_bbox_dn_0: 0.174 loss_giou_dn_0: 0.4293 loss_class_dn_1: 0.04528 loss_bbox_dn_1: 0.1199 loss_giou_dn_1: 0.3266 loss_class_dn_2: 0.03453 loss_bbox_dn_2: 0.1017 loss_giou_dn_2: 0.2953 loss_class_dn_3: 0.02937 loss_bbox_dn_3: 0.09896 loss_giou_dn_3: 0.2879 loss_class_dn_4: 0.02636 loss_bbox_dn_4: 0.09835 loss_giou_dn_4: 0.2862 time: 1.1230 data_time: 0.0964 lr: 1e-06 max_mem: 43695M [05/22 12:02:25 d2.utils.events]: eta: 4:29:05 iter: 210399 total_loss: 7.358 loss_class: 0.1964 loss_bbox: 0.08935 loss_giou: 0.3272 loss_class_0: 0.2219 loss_bbox_0: 0.09926 loss_giou_0: 0.3505 loss_class_1: 0.2105 loss_bbox_1: 0.09463 loss_giou_1: 0.338 loss_class_2: 0.2059 loss_bbox_2: 0.09176 loss_giou_2: 0.3334 loss_class_3: 0.2037 loss_bbox_3: 0.09064 loss_giou_3: 0.3294 loss_class_4: 0.1981 loss_bbox_4: 0.09009 loss_giou_4: 0.3277 loss_class_enc: 0.2398 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3666 loss_class_dn: 0.02637 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2859 loss_class_dn_0: 0.07689 loss_bbox_dn_0: 0.1761 loss_giou_dn_0: 0.4294 loss_class_dn_1: 0.04609 loss_bbox_dn_1: 0.1262 loss_giou_dn_1: 0.329 loss_class_dn_2: 0.03427 loss_bbox_dn_2: 0.109 loss_giou_dn_2: 0.2961 loss_class_dn_3: 0.02979 loss_bbox_dn_3: 0.1062 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.0273 loss_bbox_dn_4: 0.1041 loss_giou_dn_4: 0.2857 time: 1.1230 data_time: 0.0912 lr: 1e-06 max_mem: 43695M [05/22 12:03:21 d2.utils.events]: eta: 4:27:48 iter: 210449 total_loss: 7.487 loss_class: 0.2021 loss_bbox: 0.09115 loss_giou: 0.3294 loss_class_0: 0.2235 loss_bbox_0: 0.1016 loss_giou_0: 0.3458 loss_class_1: 0.2146 loss_bbox_1: 0.095 loss_giou_1: 0.3413 loss_class_2: 0.2084 loss_bbox_2: 0.09298 loss_giou_2: 0.3331 loss_class_3: 0.2065 loss_bbox_3: 0.09192 loss_giou_3: 0.3303 loss_class_4: 0.2034 loss_bbox_4: 0.09135 loss_giou_4: 0.3297 loss_class_enc: 0.2426 loss_bbox_enc: 0.1079 loss_giou_enc: 0.3606 loss_class_dn: 0.02678 loss_bbox_dn: 0.1073 loss_giou_dn: 0.288 loss_class_dn_0: 0.07715 loss_bbox_dn_0: 0.1823 loss_giou_dn_0: 0.43 loss_class_dn_1: 0.04731 loss_bbox_dn_1: 0.1267 loss_giou_dn_1: 0.328 loss_class_dn_2: 0.0356 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.2968 loss_class_dn_3: 0.03062 loss_bbox_dn_3: 0.1084 loss_giou_dn_3: 0.2895 loss_class_dn_4: 0.02804 loss_bbox_dn_4: 0.1073 loss_giou_dn_4: 0.2879 time: 1.1230 data_time: 0.0953 lr: 1e-06 max_mem: 43695M [05/22 12:04:18 d2.utils.events]: eta: 4:26:58 iter: 210499 total_loss: 7.385 loss_class: 0.2003 loss_bbox: 0.09027 loss_giou: 0.3217 loss_class_0: 0.2247 loss_bbox_0: 0.1007 loss_giou_0: 0.3415 loss_class_1: 0.2149 loss_bbox_1: 0.09442 loss_giou_1: 0.3297 loss_class_2: 0.2099 loss_bbox_2: 0.09207 loss_giou_2: 0.3247 loss_class_3: 0.2063 loss_bbox_3: 0.09089 loss_giou_3: 0.3223 loss_class_4: 0.202 loss_bbox_4: 0.09044 loss_giou_4: 0.322 loss_class_enc: 0.2427 loss_bbox_enc: 0.1065 loss_giou_enc: 0.3519 loss_class_dn: 0.02796 loss_bbox_dn: 0.1037 loss_giou_dn: 0.2879 loss_class_dn_0: 0.0781 loss_bbox_dn_0: 0.1834 loss_giou_dn_0: 0.433 loss_class_dn_1: 0.0484 loss_bbox_dn_1: 0.1251 loss_giou_dn_1: 0.3294 loss_class_dn_2: 0.03625 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.2971 loss_class_dn_3: 0.0316 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.2898 loss_class_dn_4: 0.02853 loss_bbox_dn_4: 0.1037 loss_giou_dn_4: 0.2879 time: 1.1230 data_time: 0.0995 lr: 1e-06 max_mem: 43695M [05/22 12:05:15 d2.utils.events]: eta: 4:25:57 iter: 210549 total_loss: 7.482 loss_class: 0.2039 loss_bbox: 0.09281 loss_giou: 0.3405 loss_class_0: 0.2274 loss_bbox_0: 0.101 loss_giou_0: 0.357 loss_class_1: 0.2189 loss_bbox_1: 0.097 loss_giou_1: 0.3486 loss_class_2: 0.212 loss_bbox_2: 0.09431 loss_giou_2: 0.3433 loss_class_3: 0.2083 loss_bbox_3: 0.09372 loss_giou_3: 0.3405 loss_class_4: 0.2042 loss_bbox_4: 0.09294 loss_giou_4: 0.3404 loss_class_enc: 0.2454 loss_bbox_enc: 0.1064 loss_giou_enc: 0.372 loss_class_dn: 0.02738 loss_bbox_dn: 0.09853 loss_giou_dn: 0.2922 loss_class_dn_0: 0.0766 loss_bbox_dn_0: 0.1746 loss_giou_dn_0: 0.4338 loss_class_dn_1: 0.04655 loss_bbox_dn_1: 0.1209 loss_giou_dn_1: 0.3322 loss_class_dn_2: 0.03591 loss_bbox_dn_2: 0.1031 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.03144 loss_bbox_dn_3: 0.09925 loss_giou_dn_3: 0.2939 loss_class_dn_4: 0.02828 loss_bbox_dn_4: 0.09859 loss_giou_dn_4: 0.2923 time: 1.1230 data_time: 0.0971 lr: 1e-06 max_mem: 43695M [05/22 12:06:12 d2.utils.events]: eta: 4:25:03 iter: 210599 total_loss: 7.534 loss_class: 0.1999 loss_bbox: 0.08985 loss_giou: 0.3405 loss_class_0: 0.221 loss_bbox_0: 0.09881 loss_giou_0: 0.3551 loss_class_1: 0.2101 loss_bbox_1: 0.09496 loss_giou_1: 0.3487 loss_class_2: 0.2062 loss_bbox_2: 0.09052 loss_giou_2: 0.343 loss_class_3: 0.203 loss_bbox_3: 0.08961 loss_giou_3: 0.3428 loss_class_4: 0.2001 loss_bbox_4: 0.0895 loss_giou_4: 0.34 loss_class_enc: 0.2393 loss_bbox_enc: 0.1053 loss_giou_enc: 0.3706 loss_class_dn: 0.02903 loss_bbox_dn: 0.09951 loss_giou_dn: 0.2973 loss_class_dn_0: 0.08079 loss_bbox_dn_0: 0.1708 loss_giou_dn_0: 0.4409 loss_class_dn_1: 0.04937 loss_bbox_dn_1: 0.1178 loss_giou_dn_1: 0.3377 loss_class_dn_2: 0.03755 loss_bbox_dn_2: 0.1038 loss_giou_dn_2: 0.308 loss_class_dn_3: 0.0337 loss_bbox_dn_3: 0.1013 loss_giou_dn_3: 0.2999 loss_class_dn_4: 0.03039 loss_bbox_dn_4: 0.09948 loss_giou_dn_4: 0.2973 time: 1.1230 data_time: 0.1041 lr: 1e-06 max_mem: 43695M [05/22 12:07:08 d2.utils.events]: eta: 4:24:08 iter: 210649 total_loss: 7.383 loss_class: 0.1969 loss_bbox: 0.09137 loss_giou: 0.3197 loss_class_0: 0.2205 loss_bbox_0: 0.102 loss_giou_0: 0.342 loss_class_1: 0.2112 loss_bbox_1: 0.09605 loss_giou_1: 0.3286 loss_class_2: 0.2045 loss_bbox_2: 0.0928 loss_giou_2: 0.3226 loss_class_3: 0.2013 loss_bbox_3: 0.09287 loss_giou_3: 0.3217 loss_class_4: 0.1974 loss_bbox_4: 0.09154 loss_giou_4: 0.3205 loss_class_enc: 0.2382 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3553 loss_class_dn: 0.02576 loss_bbox_dn: 0.109 loss_giou_dn: 0.2843 loss_class_dn_0: 0.0736 loss_bbox_dn_0: 0.181 loss_giou_dn_0: 0.4241 loss_class_dn_1: 0.04468 loss_bbox_dn_1: 0.1293 loss_giou_dn_1: 0.3238 loss_class_dn_2: 0.034 loss_bbox_dn_2: 0.1125 loss_giou_dn_2: 0.2931 loss_class_dn_3: 0.02941 loss_bbox_dn_3: 0.1096 loss_giou_dn_3: 0.2862 loss_class_dn_4: 0.02633 loss_bbox_dn_4: 0.1089 loss_giou_dn_4: 0.2844 time: 1.1230 data_time: 0.0996 lr: 1e-06 max_mem: 43695M [05/22 12:08:05 d2.utils.events]: eta: 4:23:11 iter: 210699 total_loss: 7.37 loss_class: 0.1941 loss_bbox: 0.09233 loss_giou: 0.3145 loss_class_0: 0.2202 loss_bbox_0: 0.1036 loss_giou_0: 0.3371 loss_class_1: 0.2112 loss_bbox_1: 0.09554 loss_giou_1: 0.3249 loss_class_2: 0.2019 loss_bbox_2: 0.09336 loss_giou_2: 0.3208 loss_class_3: 0.1997 loss_bbox_3: 0.09239 loss_giou_3: 0.3145 loss_class_4: 0.1956 loss_bbox_4: 0.09216 loss_giou_4: 0.3139 loss_class_enc: 0.2372 loss_bbox_enc: 0.1089 loss_giou_enc: 0.3516 loss_class_dn: 0.02516 loss_bbox_dn: 0.1052 loss_giou_dn: 0.2807 loss_class_dn_0: 0.07476 loss_bbox_dn_0: 0.1806 loss_giou_dn_0: 0.4217 loss_class_dn_1: 0.04447 loss_bbox_dn_1: 0.127 loss_giou_dn_1: 0.3198 loss_class_dn_2: 0.03356 loss_bbox_dn_2: 0.1104 loss_giou_dn_2: 0.2893 loss_class_dn_3: 0.02874 loss_bbox_dn_3: 0.1071 loss_giou_dn_3: 0.2826 loss_class_dn_4: 0.02641 loss_bbox_dn_4: 0.1051 loss_giou_dn_4: 0.2806 time: 1.1230 data_time: 0.0981 lr: 1e-06 max_mem: 43695M [05/22 12:09:02 d2.utils.events]: eta: 4:22:19 iter: 210749 total_loss: 7.348 loss_class: 0.1956 loss_bbox: 0.09162 loss_giou: 0.3358 loss_class_0: 0.2188 loss_bbox_0: 0.1016 loss_giou_0: 0.3547 loss_class_1: 0.2078 loss_bbox_1: 0.09592 loss_giou_1: 0.3452 loss_class_2: 0.2035 loss_bbox_2: 0.09468 loss_giou_2: 0.3388 loss_class_3: 0.1997 loss_bbox_3: 0.09218 loss_giou_3: 0.336 loss_class_4: 0.197 loss_bbox_4: 0.09128 loss_giou_4: 0.3347 loss_class_enc: 0.2359 loss_bbox_enc: 0.1065 loss_giou_enc: 0.368 loss_class_dn: 0.02466 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2886 loss_class_dn_0: 0.07411 loss_bbox_dn_0: 0.1773 loss_giou_dn_0: 0.4317 loss_class_dn_1: 0.04477 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3288 loss_class_dn_2: 0.03323 loss_bbox_dn_2: 0.1084 loss_giou_dn_2: 0.2989 loss_class_dn_3: 0.02875 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2917 loss_class_dn_4: 0.0255 loss_bbox_dn_4: 0.1038 loss_giou_dn_4: 0.2889 time: 1.1230 data_time: 0.1029 lr: 1e-06 max_mem: 43695M [05/22 12:09:58 d2.utils.events]: eta: 4:21:21 iter: 210799 total_loss: 7.608 loss_class: 0.2074 loss_bbox: 0.09172 loss_giou: 0.343 loss_class_0: 0.2315 loss_bbox_0: 0.1002 loss_giou_0: 0.366 loss_class_1: 0.2236 loss_bbox_1: 0.09536 loss_giou_1: 0.3537 loss_class_2: 0.2183 loss_bbox_2: 0.09238 loss_giou_2: 0.3471 loss_class_3: 0.2136 loss_bbox_3: 0.09194 loss_giou_3: 0.3441 loss_class_4: 0.2093 loss_bbox_4: 0.09157 loss_giou_4: 0.3433 loss_class_enc: 0.2471 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3782 loss_class_dn: 0.02542 loss_bbox_dn: 0.1009 loss_giou_dn: 0.2996 loss_class_dn_0: 0.07668 loss_bbox_dn_0: 0.1759 loss_giou_dn_0: 0.4373 loss_class_dn_1: 0.04658 loss_bbox_dn_1: 0.1215 loss_giou_dn_1: 0.3391 loss_class_dn_2: 0.03384 loss_bbox_dn_2: 0.1071 loss_giou_dn_2: 0.3083 loss_class_dn_3: 0.02821 loss_bbox_dn_3: 0.1025 loss_giou_dn_3: 0.3011 loss_class_dn_4: 0.02553 loss_bbox_dn_4: 0.1009 loss_giou_dn_4: 0.2996 time: 1.1230 data_time: 0.0971 lr: 1e-06 max_mem: 43695M [05/22 12:10:56 d2.utils.events]: eta: 4:20:28 iter: 210849 total_loss: 7.334 loss_class: 0.1965 loss_bbox: 0.0887 loss_giou: 0.3245 loss_class_0: 0.2175 loss_bbox_0: 0.09783 loss_giou_0: 0.3396 loss_class_1: 0.2079 loss_bbox_1: 0.09318 loss_giou_1: 0.3326 loss_class_2: 0.2029 loss_bbox_2: 0.08942 loss_giou_2: 0.3274 loss_class_3: 0.2001 loss_bbox_3: 0.08895 loss_giou_3: 0.3251 loss_class_4: 0.1974 loss_bbox_4: 0.08862 loss_giou_4: 0.3255 loss_class_enc: 0.2343 loss_bbox_enc: 0.1052 loss_giou_enc: 0.3552 loss_class_dn: 0.02598 loss_bbox_dn: 0.09829 loss_giou_dn: 0.2864 loss_class_dn_0: 0.07579 loss_bbox_dn_0: 0.1758 loss_giou_dn_0: 0.4238 loss_class_dn_1: 0.04633 loss_bbox_dn_1: 0.1206 loss_giou_dn_1: 0.3242 loss_class_dn_2: 0.03424 loss_bbox_dn_2: 0.1027 loss_giou_dn_2: 0.2948 loss_class_dn_3: 0.02948 loss_bbox_dn_3: 0.09893 loss_giou_dn_3: 0.2874 loss_class_dn_4: 0.02724 loss_bbox_dn_4: 0.09829 loss_giou_dn_4: 0.2863 time: 1.1230 data_time: 0.1085 lr: 1e-06 max_mem: 43695M [05/22 12:11:53 d2.utils.events]: eta: 4:19:47 iter: 210899 total_loss: 7.429 loss_class: 0.1989 loss_bbox: 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loss_bbox_0: 0.09567 loss_giou_0: 0.3367 loss_class_1: 0.2145 loss_bbox_1: 0.09009 loss_giou_1: 0.3304 loss_class_2: 0.2077 loss_bbox_2: 0.08756 loss_giou_2: 0.3264 loss_class_3: 0.2046 loss_bbox_3: 0.08635 loss_giou_3: 0.3226 loss_class_4: 0.2018 loss_bbox_4: 0.08594 loss_giou_4: 0.3226 loss_class_enc: 0.2455 loss_bbox_enc: 0.1015 loss_giou_enc: 0.3552 loss_class_dn: 0.02915 loss_bbox_dn: 0.1016 loss_giou_dn: 0.2829 loss_class_dn_0: 0.07946 loss_bbox_dn_0: 0.1717 loss_giou_dn_0: 0.4258 loss_class_dn_1: 0.04915 loss_bbox_dn_1: 0.1215 loss_giou_dn_1: 0.323 loss_class_dn_2: 0.03848 loss_bbox_dn_2: 0.1059 loss_giou_dn_2: 0.2926 loss_class_dn_3: 0.03348 loss_bbox_dn_3: 0.1023 loss_giou_dn_3: 0.2855 loss_class_dn_4: 0.03037 loss_bbox_dn_4: 0.1016 loss_giou_dn_4: 0.2829 time: 1.1231 data_time: 0.0983 lr: 1e-06 max_mem: 43695M [05/22 12:16:44 d2.utils.events]: eta: 4:15:25 iter: 211149 total_loss: 7.464 loss_class: 0.2008 loss_bbox: 0.08991 loss_giou: 0.3254 loss_class_0: 0.2247 loss_bbox_0: 0.09938 loss_giou_0: 0.3469 loss_class_1: 0.2143 loss_bbox_1: 0.09432 loss_giou_1: 0.3373 loss_class_2: 0.2063 loss_bbox_2: 0.09112 loss_giou_2: 0.3331 loss_class_3: 0.2028 loss_bbox_3: 0.09019 loss_giou_3: 0.3285 loss_class_4: 0.2019 loss_bbox_4: 0.08992 loss_giou_4: 0.3263 loss_class_enc: 0.2408 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3622 loss_class_dn: 0.02773 loss_bbox_dn: 0.1033 loss_giou_dn: 0.2943 loss_class_dn_0: 0.07677 loss_bbox_dn_0: 0.1787 loss_giou_dn_0: 0.437 loss_class_dn_1: 0.0469 loss_bbox_dn_1: 0.1234 loss_giou_dn_1: 0.336 loss_class_dn_2: 0.03521 loss_bbox_dn_2: 0.1073 loss_giou_dn_2: 0.3039 loss_class_dn_3: 0.03037 loss_bbox_dn_3: 0.1043 loss_giou_dn_3: 0.2955 loss_class_dn_4: 0.02833 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.2942 time: 1.1231 data_time: 0.0995 lr: 1e-06 max_mem: 43695M [05/22 12:17:41 d2.utils.events]: eta: 4:14:24 iter: 211199 total_loss: 7.3 loss_class: 0.1946 loss_bbox: 0.09137 loss_giou: 0.3224 loss_class_0: 0.2164 loss_bbox_0: 0.1007 loss_giou_0: 0.3401 loss_class_1: 0.2072 loss_bbox_1: 0.09484 loss_giou_1: 0.3319 loss_class_2: 0.2029 loss_bbox_2: 0.09224 loss_giou_2: 0.325 loss_class_3: 0.1981 loss_bbox_3: 0.09214 loss_giou_3: 0.3242 loss_class_4: 0.1954 loss_bbox_4: 0.0914 loss_giou_4: 0.3234 loss_class_enc: 0.2356 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3563 loss_class_dn: 0.0253 loss_bbox_dn: 0.1037 loss_giou_dn: 0.2827 loss_class_dn_0: 0.07463 loss_bbox_dn_0: 0.1811 loss_giou_dn_0: 0.4202 loss_class_dn_1: 0.04557 loss_bbox_dn_1: 0.1243 loss_giou_dn_1: 0.3191 loss_class_dn_2: 0.03441 loss_bbox_dn_2: 0.1071 loss_giou_dn_2: 0.2916 loss_class_dn_3: 0.02858 loss_bbox_dn_3: 0.1044 loss_giou_dn_3: 0.2845 loss_class_dn_4: 0.02623 loss_bbox_dn_4: 0.1037 loss_giou_dn_4: 0.2826 time: 1.1231 data_time: 0.1012 lr: 1e-06 max_mem: 43695M [05/22 12:18:38 d2.utils.events]: eta: 4:13:21 iter: 211249 total_loss: 7.417 loss_class: 0.2024 loss_bbox: 0.08961 loss_giou: 0.3304 loss_class_0: 0.2247 loss_bbox_0: 0.099 loss_giou_0: 0.3437 loss_class_1: 0.2134 loss_bbox_1: 0.09471 loss_giou_1: 0.3381 loss_class_2: 0.2091 loss_bbox_2: 0.09128 loss_giou_2: 0.3318 loss_class_3: 0.2071 loss_bbox_3: 0.0901 loss_giou_3: 0.3295 loss_class_4: 0.2045 loss_bbox_4: 0.0894 loss_giou_4: 0.3296 loss_class_enc: 0.2429 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3607 loss_class_dn: 0.02792 loss_bbox_dn: 0.101 loss_giou_dn: 0.2872 loss_class_dn_0: 0.0776 loss_bbox_dn_0: 0.1759 loss_giou_dn_0: 0.4302 loss_class_dn_1: 0.04687 loss_bbox_dn_1: 0.1197 loss_giou_dn_1: 0.3277 loss_class_dn_2: 0.03485 loss_bbox_dn_2: 0.1045 loss_giou_dn_2: 0.2965 loss_class_dn_3: 0.03063 loss_bbox_dn_3: 0.1026 loss_giou_dn_3: 0.289 loss_class_dn_4: 0.02852 loss_bbox_dn_4: 0.1011 loss_giou_dn_4: 0.2873 time: 1.1231 data_time: 0.0999 lr: 1e-06 max_mem: 43695M [05/22 12:19:36 d2.utils.events]: eta: 4:12:19 iter: 211299 total_loss: 7.399 loss_class: 0.1944 loss_bbox: 0.09173 loss_giou: 0.3289 loss_class_0: 0.2173 loss_bbox_0: 0.09881 loss_giou_0: 0.3465 loss_class_1: 0.2093 loss_bbox_1: 0.0939 loss_giou_1: 0.336 loss_class_2: 0.2044 loss_bbox_2: 0.09236 loss_giou_2: 0.3302 loss_class_3: 0.1988 loss_bbox_3: 0.09149 loss_giou_3: 0.3312 loss_class_4: 0.1962 loss_bbox_4: 0.0919 loss_giou_4: 0.3282 loss_class_enc: 0.2402 loss_bbox_enc: 0.1082 loss_giou_enc: 0.3587 loss_class_dn: 0.02495 loss_bbox_dn: 0.1015 loss_giou_dn: 0.288 loss_class_dn_0: 0.07353 loss_bbox_dn_0: 0.1786 loss_giou_dn_0: 0.4253 loss_class_dn_1: 0.04396 loss_bbox_dn_1: 0.1218 loss_giou_dn_1: 0.326 loss_class_dn_2: 0.03281 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.2966 loss_class_dn_3: 0.02801 loss_bbox_dn_3: 0.1023 loss_giou_dn_3: 0.2892 loss_class_dn_4: 0.0255 loss_bbox_dn_4: 0.1014 loss_giou_dn_4: 0.2878 time: 1.1231 data_time: 0.1010 lr: 1e-06 max_mem: 43695M [05/22 12:20:32 d2.utils.events]: eta: 4:11:24 iter: 211349 total_loss: 7.676 loss_class: 0.1981 loss_bbox: 0.09404 loss_giou: 0.3363 loss_class_0: 0.2216 loss_bbox_0: 0.1032 loss_giou_0: 0.3551 loss_class_1: 0.2107 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0.09336 loss_giou_1: 0.3356 loss_class_2: 0.2054 loss_bbox_2: 0.08922 loss_giou_2: 0.3326 loss_class_3: 0.2031 loss_bbox_3: 0.08755 loss_giou_3: 0.3309 loss_class_4: 0.1994 loss_bbox_4: 0.088 loss_giou_4: 0.3314 loss_class_enc: 0.2354 loss_bbox_enc: 0.1051 loss_giou_enc: 0.3637 loss_class_dn: 0.02701 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2909 loss_class_dn_0: 0.07539 loss_bbox_dn_0: 0.1812 loss_giou_dn_0: 0.428 loss_class_dn_1: 0.04492 loss_bbox_dn_1: 0.126 loss_giou_dn_1: 0.3285 loss_class_dn_2: 0.03432 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.2988 loss_class_dn_3: 0.03055 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2929 loss_class_dn_4: 0.02779 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2909 time: 1.1231 data_time: 0.0995 lr: 1e-06 max_mem: 43695M [05/22 12:22:27 d2.utils.events]: eta: 4:09:43 iter: 211449 total_loss: 7.385 loss_class: 0.2003 loss_bbox: 0.08933 loss_giou: 0.3218 loss_class_0: 0.223 loss_bbox_0: 0.09898 loss_giou_0: 0.347 loss_class_1: 0.213 loss_bbox_1: 0.09365 loss_giou_1: 0.334 loss_class_2: 0.2063 loss_bbox_2: 0.09067 loss_giou_2: 0.3264 loss_class_3: 0.2043 loss_bbox_3: 0.08991 loss_giou_3: 0.3233 loss_class_4: 0.2002 loss_bbox_4: 0.08989 loss_giou_4: 0.3227 loss_class_enc: 0.2415 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3597 loss_class_dn: 0.02589 loss_bbox_dn: 0.1067 loss_giou_dn: 0.2874 loss_class_dn_0: 0.07798 loss_bbox_dn_0: 0.1829 loss_giou_dn_0: 0.4262 loss_class_dn_1: 0.04717 loss_bbox_dn_1: 0.1261 loss_giou_dn_1: 0.3261 loss_class_dn_2: 0.03455 loss_bbox_dn_2: 0.1113 loss_giou_dn_2: 0.2961 loss_class_dn_3: 0.02998 loss_bbox_dn_3: 0.1077 loss_giou_dn_3: 0.2889 loss_class_dn_4: 0.02694 loss_bbox_dn_4: 0.1067 loss_giou_dn_4: 0.287 time: 1.1231 data_time: 0.1041 lr: 1e-06 max_mem: 43695M [05/22 12:23:28 d2.utils.events]: eta: 4:08:54 iter: 211499 total_loss: 7.492 loss_class: 0.202 loss_bbox: 0.09227 loss_giou: 0.3322 loss_class_0: 0.2263 loss_bbox_0: 0.1035 loss_giou_0: 0.3503 loss_class_1: 0.2165 loss_bbox_1: 0.09738 loss_giou_1: 0.3403 loss_class_2: 0.2095 loss_bbox_2: 0.09369 loss_giou_2: 0.3368 loss_class_3: 0.2063 loss_bbox_3: 0.09282 loss_giou_3: 0.3342 loss_class_4: 0.2031 loss_bbox_4: 0.09227 loss_giou_4: 0.3325 loss_class_enc: 0.2445 loss_bbox_enc: 0.109 loss_giou_enc: 0.3632 loss_class_dn: 0.02504 loss_bbox_dn: 0.1029 loss_giou_dn: 0.2866 loss_class_dn_0: 0.07725 loss_bbox_dn_0: 0.1781 loss_giou_dn_0: 0.4268 loss_class_dn_1: 0.04683 loss_bbox_dn_1: 0.126 loss_giou_dn_1: 0.3263 loss_class_dn_2: 0.03444 loss_bbox_dn_2: 0.1079 loss_giou_dn_2: 0.2956 loss_class_dn_3: 0.02917 loss_bbox_dn_3: 0.1041 loss_giou_dn_3: 0.2884 loss_class_dn_4: 0.02596 loss_bbox_dn_4: 0.1029 loss_giou_dn_4: 0.2865 time: 1.1231 data_time: 0.0954 lr: 1e-06 max_mem: 43695M [05/22 12:24:25 d2.utils.events]: eta: 4:08:01 iter: 211549 total_loss: 7.488 loss_class: 0.1987 loss_bbox: 0.09255 loss_giou: 0.3294 loss_class_0: 0.2224 loss_bbox_0: 0.1039 loss_giou_0: 0.348 loss_class_1: 0.2123 loss_bbox_1: 0.09728 loss_giou_1: 0.3363 loss_class_2: 0.2061 loss_bbox_2: 0.09408 loss_giou_2: 0.3339 loss_class_3: 0.2019 loss_bbox_3: 0.09306 loss_giou_3: 0.33 loss_class_4: 0.2008 loss_bbox_4: 0.09274 loss_giou_4: 0.3303 loss_class_enc: 0.2406 loss_bbox_enc: 0.1106 loss_giou_enc: 0.3595 loss_class_dn: 0.02843 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2941 loss_class_dn_0: 0.0783 loss_bbox_dn_0: 0.1801 loss_giou_dn_0: 0.4344 loss_class_dn_1: 0.04793 loss_bbox_dn_1: 0.1255 loss_giou_dn_1: 0.3344 loss_class_dn_2: 0.03771 loss_bbox_dn_2: 0.1098 loss_giou_dn_2: 0.3036 loss_class_dn_3: 0.0325 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2956 loss_class_dn_4: 0.0297 loss_bbox_dn_4: 0.1041 loss_giou_dn_4: 0.2941 time: 1.1231 data_time: 0.0978 lr: 1e-06 max_mem: 43695M [05/22 12:25:24 d2.utils.events]: eta: 4:07:25 iter: 211599 total_loss: 7.485 loss_class: 0.1976 loss_bbox: 0.09198 loss_giou: 0.3305 loss_class_0: 0.2213 loss_bbox_0: 0.1011 loss_giou_0: 0.3458 loss_class_1: 0.2104 loss_bbox_1: 0.09636 loss_giou_1: 0.3348 loss_class_2: 0.2054 loss_bbox_2: 0.09325 loss_giou_2: 0.3311 loss_class_3: 0.2019 loss_bbox_3: 0.09248 loss_giou_3: 0.3281 loss_class_4: 0.1985 loss_bbox_4: 0.09226 loss_giou_4: 0.3307 loss_class_enc: 0.2396 loss_bbox_enc: 0.1074 loss_giou_enc: 0.3621 loss_class_dn: 0.02653 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2907 loss_class_dn_0: 0.07636 loss_bbox_dn_0: 0.179 loss_giou_dn_0: 0.4302 loss_class_dn_1: 0.04754 loss_bbox_dn_1: 0.1232 loss_giou_dn_1: 0.3275 loss_class_dn_2: 0.03675 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.2996 loss_class_dn_3: 0.03169 loss_bbox_dn_3: 0.1055 loss_giou_dn_3: 0.2915 loss_class_dn_4: 0.02815 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.2907 time: 1.1231 data_time: 0.0950 lr: 1e-06 max_mem: 43695M [05/22 12:26:25 d2.utils.events]: eta: 4:06:47 iter: 211649 total_loss: 7.411 loss_class: 0.1991 loss_bbox: 0.09015 loss_giou: 0.3278 loss_class_0: 0.2244 loss_bbox_0: 0.1005 loss_giou_0: 0.3465 loss_class_1: 0.2136 loss_bbox_1: 0.09459 loss_giou_1: 0.3389 loss_class_2: 0.2087 loss_bbox_2: 0.09203 loss_giou_2: 0.3332 loss_class_3: 0.2056 loss_bbox_3: 0.09021 loss_giou_3: 0.3293 loss_class_4: 0.2006 loss_bbox_4: 0.09064 loss_giou_4: 0.3287 loss_class_enc: 0.2397 loss_bbox_enc: 0.1084 loss_giou_enc: 0.362 loss_class_dn: 0.02428 loss_bbox_dn: 0.1039 loss_giou_dn: 0.2831 loss_class_dn_0: 0.07479 loss_bbox_dn_0: 0.1785 loss_giou_dn_0: 0.4221 loss_class_dn_1: 0.04543 loss_bbox_dn_1: 0.124 loss_giou_dn_1: 0.3201 loss_class_dn_2: 0.03365 loss_bbox_dn_2: 0.1087 loss_giou_dn_2: 0.2912 loss_class_dn_3: 0.02817 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2841 loss_class_dn_4: 0.02527 loss_bbox_dn_4: 0.1039 loss_giou_dn_4: 0.2829 time: 1.1231 data_time: 0.1010 lr: 1e-06 max_mem: 43695M [05/22 12:27:22 d2.utils.events]: eta: 4:05:51 iter: 211699 total_loss: 7.287 loss_class: 0.1918 loss_bbox: 0.08851 loss_giou: 0.3219 loss_class_0: 0.2156 loss_bbox_0: 0.09753 loss_giou_0: 0.344 loss_class_1: 0.2075 loss_bbox_1: 0.09288 loss_giou_1: 0.3321 loss_class_2: 0.2009 loss_bbox_2: 0.09006 loss_giou_2: 0.3263 loss_class_3: 0.1973 loss_bbox_3: 0.08916 loss_giou_3: 0.3229 loss_class_4: 0.1945 loss_bbox_4: 0.08863 loss_giou_4: 0.3225 loss_class_enc: 0.2312 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3564 loss_class_dn: 0.02441 loss_bbox_dn: 0.09928 loss_giou_dn: 0.2847 loss_class_dn_0: 0.07141 loss_bbox_dn_0: 0.1759 loss_giou_dn_0: 0.422 loss_class_dn_1: 0.04376 loss_bbox_dn_1: 0.1211 loss_giou_dn_1: 0.3235 loss_class_dn_2: 0.03305 loss_bbox_dn_2: 0.1047 loss_giou_dn_2: 0.2929 loss_class_dn_3: 0.02817 loss_bbox_dn_3: 0.1007 loss_giou_dn_3: 0.2859 loss_class_dn_4: 0.02534 loss_bbox_dn_4: 0.0993 loss_giou_dn_4: 0.2846 time: 1.1231 data_time: 0.1000 lr: 1e-06 max_mem: 43695M [05/22 12:28:20 d2.utils.events]: eta: 4:04:57 iter: 211749 total_loss: 7.585 loss_class: 0.1994 loss_bbox: 0.08918 loss_giou: 0.3357 loss_class_0: 0.2267 loss_bbox_0: 0.09879 loss_giou_0: 0.3531 loss_class_1: 0.2145 loss_bbox_1: 0.09388 loss_giou_1: 0.3464 loss_class_2: 0.2088 loss_bbox_2: 0.09124 loss_giou_2: 0.3431 loss_class_3: 0.2053 loss_bbox_3: 0.08956 loss_giou_3: 0.3382 loss_class_4: 0.2011 loss_bbox_4: 0.08928 loss_giou_4: 0.3362 loss_class_enc: 0.2454 loss_bbox_enc: 0.1045 loss_giou_enc: 0.3648 loss_class_dn: 0.02673 loss_bbox_dn: 0.1009 loss_giou_dn: 0.2931 loss_class_dn_0: 0.08004 loss_bbox_dn_0: 0.1747 loss_giou_dn_0: 0.4349 loss_class_dn_1: 0.04966 loss_bbox_dn_1: 0.1201 loss_giou_dn_1: 0.3322 loss_class_dn_2: 0.03709 loss_bbox_dn_2: 0.1046 loss_giou_dn_2: 0.3023 loss_class_dn_3: 0.03138 loss_bbox_dn_3: 0.1023 loss_giou_dn_3: 0.2943 loss_class_dn_4: 0.02744 loss_bbox_dn_4: 0.1008 loss_giou_dn_4: 0.2932 time: 1.1231 data_time: 0.1093 lr: 1e-06 max_mem: 43695M [05/22 12:29:17 d2.utils.events]: eta: 4:04:02 iter: 211799 total_loss: 7.568 loss_class: 0.1977 loss_bbox: 0.09068 loss_giou: 0.3332 loss_class_0: 0.2263 loss_bbox_0: 0.09982 loss_giou_0: 0.3522 loss_class_1: 0.2144 loss_bbox_1: 0.09518 loss_giou_1: 0.3441 loss_class_2: 0.2085 loss_bbox_2: 0.09195 loss_giou_2: 0.3375 loss_class_3: 0.2049 loss_bbox_3: 0.09067 loss_giou_3: 0.3345 loss_class_4: 0.1999 loss_bbox_4: 0.09082 loss_giou_4: 0.3334 loss_class_enc: 0.2424 loss_bbox_enc: 0.1057 loss_giou_enc: 0.3662 loss_class_dn: 0.02632 loss_bbox_dn: 0.104 loss_giou_dn: 0.2948 loss_class_dn_0: 0.07501 loss_bbox_dn_0: 0.1842 loss_giou_dn_0: 0.4377 loss_class_dn_1: 0.04607 loss_bbox_dn_1: 0.1252 loss_giou_dn_1: 0.3347 loss_class_dn_2: 0.03487 loss_bbox_dn_2: 0.1081 loss_giou_dn_2: 0.3035 loss_class_dn_3: 0.0301 loss_bbox_dn_3: 0.1047 loss_giou_dn_3: 0.2961 loss_class_dn_4: 0.02713 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.2945 time: 1.1231 data_time: 0.1029 lr: 1e-06 max_mem: 43695M [05/22 12:30:14 d2.utils.events]: eta: 4:03:06 iter: 211849 total_loss: 7.49 loss_class: 0.1975 loss_bbox: 0.09258 loss_giou: 0.3347 loss_class_0: 0.2239 loss_bbox_0: 0.1034 loss_giou_0: 0.3545 loss_class_1: 0.2123 loss_bbox_1: 0.09671 loss_giou_1: 0.3448 loss_class_2: 0.2059 loss_bbox_2: 0.09403 loss_giou_2: 0.3385 loss_class_3: 0.2019 loss_bbox_3: 0.09361 loss_giou_3: 0.3354 loss_class_4: 0.1984 loss_bbox_4: 0.09286 loss_giou_4: 0.3355 loss_class_enc: 0.2395 loss_bbox_enc: 0.1099 loss_giou_enc: 0.367 loss_class_dn: 0.0272 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2913 loss_class_dn_0: 0.07742 loss_bbox_dn_0: 0.1834 loss_giou_dn_0: 0.4278 loss_class_dn_1: 0.04712 loss_bbox_dn_1: 0.1266 loss_giou_dn_1: 0.3276 loss_class_dn_2: 0.03574 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.2992 loss_class_dn_3: 0.03058 loss_bbox_dn_3: 0.1065 loss_giou_dn_3: 0.2928 loss_class_dn_4: 0.02813 loss_bbox_dn_4: 0.1057 loss_giou_dn_4: 0.2913 time: 1.1231 data_time: 0.0982 lr: 1e-06 max_mem: 43695M [05/22 12:31:12 d2.utils.events]: eta: 4:02:11 iter: 211899 total_loss: 7.393 loss_class: 0.2004 loss_bbox: 0.09377 loss_giou: 0.3196 loss_class_0: 0.2239 loss_bbox_0: 0.102 loss_giou_0: 0.3376 loss_class_1: 0.2138 loss_bbox_1: 0.09685 loss_giou_1: 0.3301 loss_class_2: 0.2088 loss_bbox_2: 0.09319 loss_giou_2: 0.3244 loss_class_3: 0.2048 loss_bbox_3: 0.0934 loss_giou_3: 0.3216 loss_class_4: 0.201 loss_bbox_4: 0.09324 loss_giou_4: 0.3202 loss_class_enc: 0.2405 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3533 loss_class_dn: 0.02651 loss_bbox_dn: 0.1037 loss_giou_dn: 0.2818 loss_class_dn_0: 0.07582 loss_bbox_dn_0: 0.1771 loss_giou_dn_0: 0.429 loss_class_dn_1: 0.04695 loss_bbox_dn_1: 0.1247 loss_giou_dn_1: 0.3239 loss_class_dn_2: 0.03481 loss_bbox_dn_2: 0.1076 loss_giou_dn_2: 0.2916 loss_class_dn_3: 0.02947 loss_bbox_dn_3: 0.1045 loss_giou_dn_3: 0.2845 loss_class_dn_4: 0.02702 loss_bbox_dn_4: 0.1037 loss_giou_dn_4: 0.282 time: 1.1231 data_time: 0.0998 lr: 1e-06 max_mem: 43695M [05/22 12:32:12 d2.utils.events]: eta: 4:01:19 iter: 211949 total_loss: 7.489 loss_class: 0.2028 loss_bbox: 0.08909 loss_giou: 0.336 loss_class_0: 0.2268 loss_bbox_0: 0.09941 loss_giou_0: 0.3577 loss_class_1: 0.2172 loss_bbox_1: 0.09285 loss_giou_1: 0.3475 loss_class_2: 0.2133 loss_bbox_2: 0.09108 loss_giou_2: 0.3397 loss_class_3: 0.2085 loss_bbox_3: 0.08943 loss_giou_3: 0.3384 loss_class_4: 0.206 loss_bbox_4: 0.08929 loss_giou_4: 0.3361 loss_class_enc: 0.2432 loss_bbox_enc: 0.105 loss_giou_enc: 0.3692 loss_class_dn: 0.02723 loss_bbox_dn: 0.1011 loss_giou_dn: 0.2909 loss_class_dn_0: 0.07936 loss_bbox_dn_0: 0.1714 loss_giou_dn_0: 0.4361 loss_class_dn_1: 0.04818 loss_bbox_dn_1: 0.1213 loss_giou_dn_1: 0.3282 loss_class_dn_2: 0.03642 loss_bbox_dn_2: 0.1048 loss_giou_dn_2: 0.2988 loss_class_dn_3: 0.03142 loss_bbox_dn_3: 0.1016 loss_giou_dn_3: 0.2928 loss_class_dn_4: 0.02828 loss_bbox_dn_4: 0.101 loss_giou_dn_4: 0.291 time: 1.1231 data_time: 0.0964 lr: 1e-06 max_mem: 43695M [05/22 12:33:09 d2.utils.events]: eta: 4:00:32 iter: 211999 total_loss: 7.28 loss_class: 0.1943 loss_bbox: 0.0911 loss_giou: 0.3209 loss_class_0: 0.2176 loss_bbox_0: 0.1002 loss_giou_0: 0.3381 loss_class_1: 0.2069 loss_bbox_1: 0.09523 loss_giou_1: 0.3283 loss_class_2: 0.2012 loss_bbox_2: 0.09239 loss_giou_2: 0.3252 loss_class_3: 0.2 loss_bbox_3: 0.0912 loss_giou_3: 0.3227 loss_class_4: 0.197 loss_bbox_4: 0.09108 loss_giou_4: 0.3211 loss_class_enc: 0.2343 loss_bbox_enc: 0.1073 loss_giou_enc: 0.3545 loss_class_dn: 0.02579 loss_bbox_dn: 0.1067 loss_giou_dn: 0.2825 loss_class_dn_0: 0.07471 loss_bbox_dn_0: 0.1802 loss_giou_dn_0: 0.4202 loss_class_dn_1: 0.04375 loss_bbox_dn_1: 0.1234 loss_giou_dn_1: 0.3194 loss_class_dn_2: 0.03432 loss_bbox_dn_2: 0.1095 loss_giou_dn_2: 0.2905 loss_class_dn_3: 0.02964 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.2833 loss_class_dn_4: 0.02692 loss_bbox_dn_4: 0.1067 loss_giou_dn_4: 0.2822 time: 1.1231 data_time: 0.0973 lr: 1e-06 max_mem: 43695M [05/22 12:34:06 d2.utils.events]: eta: 3:59:31 iter: 212049 total_loss: 7.442 loss_class: 0.1968 loss_bbox: 0.09159 loss_giou: 0.3307 loss_class_0: 0.2208 loss_bbox_0: 0.1035 loss_giou_0: 0.3509 loss_class_1: 0.2097 loss_bbox_1: 0.09689 loss_giou_1: 0.3387 loss_class_2: 0.2035 loss_bbox_2: 0.09354 loss_giou_2: 0.3332 loss_class_3: 0.2001 loss_bbox_3: 0.09296 loss_giou_3: 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loss_class_enc: 0.2416 loss_bbox_enc: 0.1044 loss_giou_enc: 0.3623 loss_class_dn: 0.0277 loss_bbox_dn: 0.09714 loss_giou_dn: 0.2906 loss_class_dn_0: 0.07827 loss_bbox_dn_0: 0.1648 loss_giou_dn_0: 0.4273 loss_class_dn_1: 0.04897 loss_bbox_dn_1: 0.1135 loss_giou_dn_1: 0.3248 loss_class_dn_2: 0.03676 loss_bbox_dn_2: 0.09978 loss_giou_dn_2: 0.2984 loss_class_dn_3: 0.03201 loss_bbox_dn_3: 0.09753 loss_giou_dn_3: 0.2919 loss_class_dn_4: 0.0286 loss_bbox_dn_4: 0.09711 loss_giou_dn_4: 0.2904 time: 1.1231 data_time: 0.0987 lr: 1e-06 max_mem: 43695M [05/22 12:38:51 d2.utils.events]: eta: 3:55:11 iter: 212299 total_loss: 7.395 loss_class: 0.1964 loss_bbox: 0.08927 loss_giou: 0.331 loss_class_0: 0.2204 loss_bbox_0: 0.09988 loss_giou_0: 0.3483 loss_class_1: 0.2105 loss_bbox_1: 0.09264 loss_giou_1: 0.3382 loss_class_2: 0.205 loss_bbox_2: 0.09186 loss_giou_2: 0.3349 loss_class_3: 0.2013 loss_bbox_3: 0.09138 loss_giou_3: 0.3314 loss_class_4: 0.199 loss_bbox_4: 0.09013 loss_giou_4: 0.3306 loss_class_enc: 0.2373 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3632 loss_class_dn: 0.02593 loss_bbox_dn: 0.1024 loss_giou_dn: 0.2918 loss_class_dn_0: 0.07564 loss_bbox_dn_0: 0.1754 loss_giou_dn_0: 0.4319 loss_class_dn_1: 0.04607 loss_bbox_dn_1: 0.121 loss_giou_dn_1: 0.3346 loss_class_dn_2: 0.03431 loss_bbox_dn_2: 0.1055 loss_giou_dn_2: 0.3018 loss_class_dn_3: 0.02955 loss_bbox_dn_3: 0.103 loss_giou_dn_3: 0.2937 loss_class_dn_4: 0.02685 loss_bbox_dn_4: 0.1023 loss_giou_dn_4: 0.2917 time: 1.1231 data_time: 0.0990 lr: 1e-06 max_mem: 43695M [05/22 12:39:50 d2.utils.events]: eta: 3:54:27 iter: 212349 total_loss: 7.32 loss_class: 0.1962 loss_bbox: 0.09112 loss_giou: 0.3237 loss_class_0: 0.2236 loss_bbox_0: 0.0988 loss_giou_0: 0.3432 loss_class_1: 0.2147 loss_bbox_1: 0.09417 loss_giou_1: 0.333 loss_class_2: 0.2074 loss_bbox_2: 0.0933 loss_giou_2: 0.3263 loss_class_3: 0.2042 loss_bbox_3: 0.09298 loss_giou_3: 0.3239 loss_class_4: 0.199 loss_bbox_4: 0.09189 loss_giou_4: 0.3227 loss_class_enc: 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loss_bbox_enc: 0.1107 loss_giou_enc: 0.3584 loss_class_dn: 0.02623 loss_bbox_dn: 0.1066 loss_giou_dn: 0.2833 loss_class_dn_0: 0.07595 loss_bbox_dn_0: 0.1804 loss_giou_dn_0: 0.429 loss_class_dn_1: 0.04652 loss_bbox_dn_1: 0.128 loss_giou_dn_1: 0.3253 loss_class_dn_2: 0.03398 loss_bbox_dn_2: 0.1108 loss_giou_dn_2: 0.2934 loss_class_dn_3: 0.02937 loss_bbox_dn_3: 0.1078 loss_giou_dn_3: 0.2858 loss_class_dn_4: 0.02684 loss_bbox_dn_4: 0.1066 loss_giou_dn_4: 0.2834 time: 1.1232 data_time: 0.0982 lr: 1e-06 max_mem: 43695M [05/22 12:41:46 d2.utils.events]: eta: 3:52:46 iter: 212449 total_loss: 7.233 loss_class: 0.1968 loss_bbox: 0.08887 loss_giou: 0.3208 loss_class_0: 0.2221 loss_bbox_0: 0.09884 loss_giou_0: 0.3401 loss_class_1: 0.2115 loss_bbox_1: 0.09403 loss_giou_1: 0.3295 loss_class_2: 0.2049 loss_bbox_2: 0.09099 loss_giou_2: 0.3234 loss_class_3: 0.2019 loss_bbox_3: 0.09023 loss_giou_3: 0.3227 loss_class_4: 0.1984 loss_bbox_4: 0.08898 loss_giou_4: 0.3215 loss_class_enc: 0.2359 loss_bbox_enc: 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loss_giou_enc: 0.3581 loss_class_dn: 0.02839 loss_bbox_dn: 0.1046 loss_giou_dn: 0.2891 loss_class_dn_0: 0.0784 loss_bbox_dn_0: 0.1816 loss_giou_dn_0: 0.4265 loss_class_dn_1: 0.04845 loss_bbox_dn_1: 0.1251 loss_giou_dn_1: 0.3292 loss_class_dn_2: 0.03744 loss_bbox_dn_2: 0.1099 loss_giou_dn_2: 0.2973 loss_class_dn_3: 0.03283 loss_bbox_dn_3: 0.1065 loss_giou_dn_3: 0.2902 loss_class_dn_4: 0.03006 loss_bbox_dn_4: 0.1046 loss_giou_dn_4: 0.2891 time: 1.1232 data_time: 0.0962 lr: 1e-06 max_mem: 43695M [05/22 12:43:41 d2.utils.events]: eta: 3:50:55 iter: 212549 total_loss: 7.292 loss_class: 0.2011 loss_bbox: 0.08881 loss_giou: 0.3148 loss_class_0: 0.2243 loss_bbox_0: 0.09979 loss_giou_0: 0.3371 loss_class_1: 0.2148 loss_bbox_1: 0.09259 loss_giou_1: 0.3238 loss_class_2: 0.207 loss_bbox_2: 0.09099 loss_giou_2: 0.3197 loss_class_3: 0.2044 loss_bbox_3: 0.08941 loss_giou_3: 0.3166 loss_class_4: 0.2018 loss_bbox_4: 0.08913 loss_giou_4: 0.3155 loss_class_enc: 0.241 loss_bbox_enc: 0.1065 loss_giou_enc: 0.3576 loss_class_dn: 0.02582 loss_bbox_dn: 0.1021 loss_giou_dn: 0.2804 loss_class_dn_0: 0.07311 loss_bbox_dn_0: 0.1738 loss_giou_dn_0: 0.4164 loss_class_dn_1: 0.04335 loss_bbox_dn_1: 0.1214 loss_giou_dn_1: 0.3176 loss_class_dn_2: 0.03407 loss_bbox_dn_2: 0.1067 loss_giou_dn_2: 0.2903 loss_class_dn_3: 0.02938 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.2823 loss_class_dn_4: 0.02638 loss_bbox_dn_4: 0.1021 loss_giou_dn_4: 0.2805 time: 1.1232 data_time: 0.1111 lr: 1e-06 max_mem: 43695M [05/22 12:44:40 d2.utils.events]: eta: 3:49:53 iter: 212599 total_loss: 7.595 loss_class: 0.2089 loss_bbox: 0.09202 loss_giou: 0.3316 loss_class_0: 0.2319 loss_bbox_0: 0.1018 loss_giou_0: 0.3505 loss_class_1: 0.2213 loss_bbox_1: 0.09721 loss_giou_1: 0.3411 loss_class_2: 0.2162 loss_bbox_2: 0.09274 loss_giou_2: 0.3364 loss_class_3: 0.2151 loss_bbox_3: 0.09264 loss_giou_3: 0.3331 loss_class_4: 0.2111 loss_bbox_4: 0.09221 loss_giou_4: 0.3312 loss_class_enc: 0.248 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3644 loss_class_dn: 0.02566 loss_bbox_dn: 0.1061 loss_giou_dn: 0.2933 loss_class_dn_0: 0.07468 loss_bbox_dn_0: 0.1807 loss_giou_dn_0: 0.4385 loss_class_dn_1: 0.04472 loss_bbox_dn_1: 0.1289 loss_giou_dn_1: 0.3356 loss_class_dn_2: 0.03375 loss_bbox_dn_2: 0.1112 loss_giou_dn_2: 0.3013 loss_class_dn_3: 0.02881 loss_bbox_dn_3: 0.1069 loss_giou_dn_3: 0.2949 loss_class_dn_4: 0.02608 loss_bbox_dn_4: 0.1061 loss_giou_dn_4: 0.2933 time: 1.1232 data_time: 0.1011 lr: 1e-06 max_mem: 43695M [05/22 12:45:36 d2.utils.events]: eta: 3:48:36 iter: 212649 total_loss: 7.375 loss_class: 0.1971 loss_bbox: 0.09056 loss_giou: 0.3288 loss_class_0: 0.2212 loss_bbox_0: 0.1005 loss_giou_0: 0.341 loss_class_1: 0.2104 loss_bbox_1: 0.09308 loss_giou_1: 0.3373 loss_class_2: 0.2059 loss_bbox_2: 0.09226 loss_giou_2: 0.3314 loss_class_3: 0.2036 loss_bbox_3: 0.09163 loss_giou_3: 0.3302 loss_class_4: 0.1996 loss_bbox_4: 0.09081 loss_giou_4: 0.3279 loss_class_enc: 0.238 loss_bbox_enc: 0.1051 loss_giou_enc: 0.3582 loss_class_dn: 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[05/22 13:28:03 d2.utils.events]: eta: 3:07:09 iter: 214849 total_loss: 7.286 loss_class: 0.1991 loss_bbox: 0.08896 loss_giou: 0.3171 loss_class_0: 0.2204 loss_bbox_0: 0.09885 loss_giou_0: 0.3368 loss_class_1: 0.2097 loss_bbox_1: 0.09304 loss_giou_1: 0.3281 loss_class_2: 0.2062 loss_bbox_2: 0.09038 loss_giou_2: 0.3224 loss_class_3: 0.2035 loss_bbox_3: 0.09013 loss_giou_3: 0.3193 loss_class_4: 0.2003 loss_bbox_4: 0.08847 loss_giou_4: 0.3174 loss_class_enc: 0.2366 loss_bbox_enc: 0.1057 loss_giou_enc: 0.3522 loss_class_dn: 0.02551 loss_bbox_dn: 0.1012 loss_giou_dn: 0.2799 loss_class_dn_0: 0.07552 loss_bbox_dn_0: 0.178 loss_giou_dn_0: 0.4218 loss_class_dn_1: 0.04579 loss_bbox_dn_1: 0.123 loss_giou_dn_1: 0.3202 loss_class_dn_2: 0.03428 loss_bbox_dn_2: 0.1075 loss_giou_dn_2: 0.2904 loss_class_dn_3: 0.02934 loss_bbox_dn_3: 0.1033 loss_giou_dn_3: 0.2815 loss_class_dn_4: 0.02629 loss_bbox_dn_4: 0.1012 loss_giou_dn_4: 0.2798 time: 1.1233 data_time: 0.0971 lr: 1e-06 max_mem: 43695M [05/22 13:29:01 d2.utils.events]: eta: 3:06:15 iter: 214899 total_loss: 7.332 loss_class: 0.1983 loss_bbox: 0.08944 loss_giou: 0.3209 loss_class_0: 0.2213 loss_bbox_0: 0.1013 loss_giou_0: 0.3381 loss_class_1: 0.2121 loss_bbox_1: 0.09418 loss_giou_1: 0.3287 loss_class_2: 0.2068 loss_bbox_2: 0.09161 loss_giou_2: 0.3214 loss_class_3: 0.2034 loss_bbox_3: 0.08948 loss_giou_3: 0.3218 loss_class_4: 0.2001 loss_bbox_4: 0.08952 loss_giou_4: 0.3206 loss_class_enc: 0.2408 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3541 loss_class_dn: 0.02723 loss_bbox_dn: 0.1013 loss_giou_dn: 0.281 loss_class_dn_0: 0.07602 loss_bbox_dn_0: 0.178 loss_giou_dn_0: 0.4201 loss_class_dn_1: 0.04635 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3222 loss_class_dn_2: 0.03534 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.2901 loss_class_dn_3: 0.0309 loss_bbox_dn_3: 0.1022 loss_giou_dn_3: 0.2827 loss_class_dn_4: 0.02839 loss_bbox_dn_4: 0.1013 loss_giou_dn_4: 0.2809 time: 1.1233 data_time: 0.0995 lr: 1e-06 max_mem: 43695M [05/22 13:29:58 d2.utils.events]: eta: 3:05:09 iter: 214949 total_loss: 7.418 loss_class: 0.1989 loss_bbox: 0.0919 loss_giou: 0.3262 loss_class_0: 0.2223 loss_bbox_0: 0.1011 loss_giou_0: 0.351 loss_class_1: 0.2115 loss_bbox_1: 0.09562 loss_giou_1: 0.3377 loss_class_2: 0.2081 loss_bbox_2: 0.093 loss_giou_2: 0.3303 loss_class_3: 0.204 loss_bbox_3: 0.09189 loss_giou_3: 0.328 loss_class_4: 0.2006 loss_bbox_4: 0.09146 loss_giou_4: 0.3268 loss_class_enc: 0.2394 loss_bbox_enc: 0.1081 loss_giou_enc: 0.366 loss_class_dn: 0.02547 loss_bbox_dn: 0.1037 loss_giou_dn: 0.2888 loss_class_dn_0: 0.07459 loss_bbox_dn_0: 0.1796 loss_giou_dn_0: 0.4288 loss_class_dn_1: 0.04564 loss_bbox_dn_1: 0.1252 loss_giou_dn_1: 0.3266 loss_class_dn_2: 0.03459 loss_bbox_dn_2: 0.1089 loss_giou_dn_2: 0.2982 loss_class_dn_3: 0.0293 loss_bbox_dn_3: 0.1051 loss_giou_dn_3: 0.2905 loss_class_dn_4: 0.02645 loss_bbox_dn_4: 0.1037 loss_giou_dn_4: 0.2889 time: 1.1233 data_time: 0.0990 lr: 1e-06 max_mem: 43695M [05/22 13:30:55 d2.utils.events]: eta: 3:04:11 iter: 214999 total_loss: 7.518 loss_class: 0.1972 loss_bbox: 0.09062 loss_giou: 0.3362 loss_class_0: 0.22 loss_bbox_0: 0.1013 loss_giou_0: 0.357 loss_class_1: 0.2092 loss_bbox_1: 0.09627 loss_giou_1: 0.346 loss_class_2: 0.2033 loss_bbox_2: 0.09173 loss_giou_2: 0.3418 loss_class_3: 0.2014 loss_bbox_3: 0.09084 loss_giou_3: 0.3367 loss_class_4: 0.1979 loss_bbox_4: 0.09024 loss_giou_4: 0.3359 loss_class_enc: 0.2361 loss_bbox_enc: 0.1104 loss_giou_enc: 0.3661 loss_class_dn: 0.02631 loss_bbox_dn: 0.1082 loss_giou_dn: 0.2965 loss_class_dn_0: 0.07407 loss_bbox_dn_0: 0.188 loss_giou_dn_0: 0.4374 loss_class_dn_1: 0.04499 loss_bbox_dn_1: 0.1277 loss_giou_dn_1: 0.3343 loss_class_dn_2: 0.03395 loss_bbox_dn_2: 0.1129 loss_giou_dn_2: 0.3046 loss_class_dn_3: 0.03038 loss_bbox_dn_3: 0.1097 loss_giou_dn_3: 0.298 loss_class_dn_4: 0.02753 loss_bbox_dn_4: 0.1083 loss_giou_dn_4: 0.2963 time: 1.1233 data_time: 0.1014 lr: 1e-06 max_mem: 43695M [05/22 13:31:53 d2.utils.events]: eta: 3:03:22 iter: 215049 total_loss: 7.221 loss_class: 0.1957 loss_bbox: 0.08904 loss_giou: 0.3174 loss_class_0: 0.2168 loss_bbox_0: 0.1006 loss_giou_0: 0.3364 loss_class_1: 0.2064 loss_bbox_1: 0.09493 loss_giou_1: 0.3267 loss_class_2: 0.2015 loss_bbox_2: 0.09179 loss_giou_2: 0.3229 loss_class_3: 0.2014 loss_bbox_3: 0.0894 loss_giou_3: 0.3189 loss_class_4: 0.1957 loss_bbox_4: 0.08879 loss_giou_4: 0.3171 loss_class_enc: 0.2366 loss_bbox_enc: 0.107 loss_giou_enc: 0.3494 loss_class_dn: 0.02464 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2778 loss_class_dn_0: 0.07472 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4146 loss_class_dn_1: 0.04472 loss_bbox_dn_1: 0.1242 loss_giou_dn_1: 0.3143 loss_class_dn_2: 0.03293 loss_bbox_dn_2: 0.1079 loss_giou_dn_2: 0.2861 loss_class_dn_3: 0.02844 loss_bbox_dn_3: 0.1057 loss_giou_dn_3: 0.2792 loss_class_dn_4: 0.02553 loss_bbox_dn_4: 0.1042 loss_giou_dn_4: 0.2778 time: 1.1233 data_time: 0.0964 lr: 1e-06 max_mem: 43695M [05/22 13:32:50 d2.utils.events]: eta: 3:02:27 iter: 215099 total_loss: 7.193 loss_class: 0.192 loss_bbox: 0.08975 loss_giou: 0.3264 loss_class_0: 0.2138 loss_bbox_0: 0.101 loss_giou_0: 0.3428 loss_class_1: 0.2055 loss_bbox_1: 0.09492 loss_giou_1: 0.3338 loss_class_2: 0.1989 loss_bbox_2: 0.0913 loss_giou_2: 0.3306 loss_class_3: 0.1961 loss_bbox_3: 0.09041 loss_giou_3: 0.328 loss_class_4: 0.1929 loss_bbox_4: 0.08897 loss_giou_4: 0.3262 loss_class_enc: 0.2347 loss_bbox_enc: 0.1074 loss_giou_enc: 0.3545 loss_class_dn: 0.02528 loss_bbox_dn: 0.09923 loss_giou_dn: 0.2826 loss_class_dn_0: 0.07487 loss_bbox_dn_0: 0.1672 loss_giou_dn_0: 0.421 loss_class_dn_1: 0.0448 loss_bbox_dn_1: 0.1182 loss_giou_dn_1: 0.3205 loss_class_dn_2: 0.03311 loss_bbox_dn_2: 0.1041 loss_giou_dn_2: 0.2918 loss_class_dn_3: 0.02916 loss_bbox_dn_3: 0.1004 loss_giou_dn_3: 0.2849 loss_class_dn_4: 0.02612 loss_bbox_dn_4: 0.09921 loss_giou_dn_4: 0.2825 time: 1.1233 data_time: 0.0992 lr: 1e-06 max_mem: 43695M [05/22 13:33:47 d2.utils.events]: eta: 3:01:37 iter: 215149 total_loss: 7.337 loss_class: 0.1991 loss_bbox: 0.0892 loss_giou: 0.3265 loss_class_0: 0.2237 loss_bbox_0: 0.1011 loss_giou_0: 0.3442 loss_class_1: 0.2135 loss_bbox_1: 0.09488 loss_giou_1: 0.3329 loss_class_2: 0.2086 loss_bbox_2: 0.09037 loss_giou_2: 0.3288 loss_class_3: 0.2053 loss_bbox_3: 0.08962 loss_giou_3: 0.3274 loss_class_4: 0.2028 loss_bbox_4: 0.08915 loss_giou_4: 0.3261 loss_class_enc: 0.2403 loss_bbox_enc: 0.1062 loss_giou_enc: 0.3602 loss_class_dn: 0.02692 loss_bbox_dn: 0.1077 loss_giou_dn: 0.2872 loss_class_dn_0: 0.07747 loss_bbox_dn_0: 0.1809 loss_giou_dn_0: 0.4264 loss_class_dn_1: 0.04776 loss_bbox_dn_1: 0.1279 loss_giou_dn_1: 0.3277 loss_class_dn_2: 0.03622 loss_bbox_dn_2: 0.112 loss_giou_dn_2: 0.2977 loss_class_dn_3: 0.03106 loss_bbox_dn_3: 0.109 loss_giou_dn_3: 0.2896 loss_class_dn_4: 0.02781 loss_bbox_dn_4: 0.1076 loss_giou_dn_4: 0.2871 time: 1.1234 data_time: 0.0983 lr: 1e-06 max_mem: 43695M [05/22 13:34:45 d2.utils.events]: eta: 3:00:36 iter: 215199 total_loss: 7.398 loss_class: 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loss_giou_2: 0.341 loss_class_3: 0.203 loss_bbox_3: 0.09273 loss_giou_3: 0.3374 loss_class_4: 0.2009 loss_bbox_4: 0.09133 loss_giou_4: 0.3367 loss_class_enc: 0.2401 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3672 loss_class_dn: 0.02612 loss_bbox_dn: 0.1024 loss_giou_dn: 0.2876 loss_class_dn_0: 0.07483 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4236 loss_class_dn_1: 0.04536 loss_bbox_dn_1: 0.1243 loss_giou_dn_1: 0.3242 loss_class_dn_2: 0.03473 loss_bbox_dn_2: 0.1079 loss_giou_dn_2: 0.2966 loss_class_dn_3: 0.02942 loss_bbox_dn_3: 0.104 loss_giou_dn_3: 0.29 loss_class_dn_4: 0.02692 loss_bbox_dn_4: 0.1024 loss_giou_dn_4: 0.2877 time: 1.1234 data_time: 0.0997 lr: 1e-06 max_mem: 43695M [05/22 13:52:48 d2.utils.events]: eta: 2:42:51 iter: 216149 total_loss: 7.459 loss_class: 0.2041 loss_bbox: 0.08951 loss_giou: 0.3255 loss_class_0: 0.2305 loss_bbox_0: 0.1008 loss_giou_0: 0.3423 loss_class_1: 0.2197 loss_bbox_1: 0.09593 loss_giou_1: 0.3352 loss_class_2: 0.2131 loss_bbox_2: 0.09174 loss_giou_2: 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1.1236 data_time: 0.0989 lr: 1e-06 max_mem: 43695M [05/22 14:44:48 d2.utils.events]: eta: 1:53:17 iter: 218849 total_loss: 7.392 loss_class: 0.1946 loss_bbox: 0.09091 loss_giou: 0.3264 loss_class_0: 0.2185 loss_bbox_0: 0.1005 loss_giou_0: 0.3402 loss_class_1: 0.2069 loss_bbox_1: 0.09339 loss_giou_1: 0.3298 loss_class_2: 0.2016 loss_bbox_2: 0.09281 loss_giou_2: 0.3307 loss_class_3: 0.1998 loss_bbox_3: 0.09149 loss_giou_3: 0.3281 loss_class_4: 0.1966 loss_bbox_4: 0.09118 loss_giou_4: 0.3268 loss_class_enc: 0.2368 loss_bbox_enc: 0.1058 loss_giou_enc: 0.3586 loss_class_dn: 0.02556 loss_bbox_dn: 0.1005 loss_giou_dn: 0.2849 loss_class_dn_0: 0.07632 loss_bbox_dn_0: 0.1794 loss_giou_dn_0: 0.4244 loss_class_dn_1: 0.0455 loss_bbox_dn_1: 0.1209 loss_giou_dn_1: 0.3244 loss_class_dn_2: 0.03356 loss_bbox_dn_2: 0.104 loss_giou_dn_2: 0.2943 loss_class_dn_3: 0.02904 loss_bbox_dn_3: 0.1017 loss_giou_dn_3: 0.2865 loss_class_dn_4: 0.02631 loss_bbox_dn_4: 0.1005 loss_giou_dn_4: 0.2849 time: 1.1236 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max_mem: 43695M [05/22 14:47:39 d2.utils.events]: eta: 1:50:32 iter: 218999 total_loss: 7.446 loss_class: 0.2014 loss_bbox: 0.08933 loss_giou: 0.3327 loss_class_0: 0.2264 loss_bbox_0: 0.09963 loss_giou_0: 0.3522 loss_class_1: 0.2156 loss_bbox_1: 0.09398 loss_giou_1: 0.3387 loss_class_2: 0.2113 loss_bbox_2: 0.09118 loss_giou_2: 0.3342 loss_class_3: 0.2069 loss_bbox_3: 0.08909 loss_giou_3: 0.3327 loss_class_4: 0.2032 loss_bbox_4: 0.08914 loss_giou_4: 0.3316 loss_class_enc: 0.2427 loss_bbox_enc: 0.106 loss_giou_enc: 0.3656 loss_class_dn: 0.02583 loss_bbox_dn: 0.1023 loss_giou_dn: 0.2863 loss_class_dn_0: 0.07623 loss_bbox_dn_0: 0.1804 loss_giou_dn_0: 0.4276 loss_class_dn_1: 0.04695 loss_bbox_dn_1: 0.122 loss_giou_dn_1: 0.3233 loss_class_dn_2: 0.03501 loss_bbox_dn_2: 0.1066 loss_giou_dn_2: 0.2944 loss_class_dn_3: 0.02907 loss_bbox_dn_3: 0.1035 loss_giou_dn_3: 0.2878 loss_class_dn_4: 0.02663 loss_bbox_dn_4: 0.1023 loss_giou_dn_4: 0.286 time: 1.1236 data_time: 0.1024 lr: 1e-06 max_mem: 43695M [05/22 14:48:39 d2.utils.events]: eta: 1:49:37 iter: 219049 total_loss: 7.438 loss_class: 0.1995 loss_bbox: 0.08928 loss_giou: 0.3383 loss_class_0: 0.2207 loss_bbox_0: 0.09783 loss_giou_0: 0.3563 loss_class_1: 0.2131 loss_bbox_1: 0.09369 loss_giou_1: 0.3447 loss_class_2: 0.2076 loss_bbox_2: 0.09023 loss_giou_2: 0.3393 loss_class_3: 0.2045 loss_bbox_3: 0.09032 loss_giou_3: 0.3382 loss_class_4: 0.2001 loss_bbox_4: 0.08896 loss_giou_4: 0.3382 loss_class_enc: 0.2345 loss_bbox_enc: 0.1049 loss_giou_enc: 0.3699 loss_class_dn: 0.02532 loss_bbox_dn: 0.09941 loss_giou_dn: 0.293 loss_class_dn_0: 0.07431 loss_bbox_dn_0: 0.1796 loss_giou_dn_0: 0.4305 loss_class_dn_1: 0.04533 loss_bbox_dn_1: 0.1235 loss_giou_dn_1: 0.3327 loss_class_dn_2: 0.03408 loss_bbox_dn_2: 0.1042 loss_giou_dn_2: 0.3014 loss_class_dn_3: 0.02868 loss_bbox_dn_3: 0.1006 loss_giou_dn_3: 0.2947 loss_class_dn_4: 0.02636 loss_bbox_dn_4: 0.09947 loss_giou_dn_4: 0.2931 time: 1.1236 data_time: 0.1047 lr: 1e-06 max_mem: 43695M [05/22 14:49:36 d2.utils.events]: eta: 1:48:43 iter: 219099 total_loss: 7.342 loss_class: 0.1983 loss_bbox: 0.08887 loss_giou: 0.3304 loss_class_0: 0.2205 loss_bbox_0: 0.09827 loss_giou_0: 0.3492 loss_class_1: 0.2109 loss_bbox_1: 0.0936 loss_giou_1: 0.3374 loss_class_2: 0.207 loss_bbox_2: 0.09041 loss_giou_2: 0.3334 loss_class_3: 0.2021 loss_bbox_3: 0.08924 loss_giou_3: 0.3322 loss_class_4: 0.1993 loss_bbox_4: 0.08962 loss_giou_4: 0.3315 loss_class_enc: 0.2378 loss_bbox_enc: 0.1058 loss_giou_enc: 0.3649 loss_class_dn: 0.02615 loss_bbox_dn: 0.1016 loss_giou_dn: 0.2871 loss_class_dn_0: 0.07482 loss_bbox_dn_0: 0.1755 loss_giou_dn_0: 0.427 loss_class_dn_1: 0.04616 loss_bbox_dn_1: 0.12 loss_giou_dn_1: 0.3237 loss_class_dn_2: 0.03478 loss_bbox_dn_2: 0.1054 loss_giou_dn_2: 0.2962 loss_class_dn_3: 0.03033 loss_bbox_dn_3: 0.1029 loss_giou_dn_3: 0.2891 loss_class_dn_4: 0.02701 loss_bbox_dn_4: 0.1016 loss_giou_dn_4: 0.2873 time: 1.1236 data_time: 0.0994 lr: 1e-06 max_mem: 43695M [05/22 14:50:35 d2.utils.events]: eta: 1:47:47 iter: 219149 total_loss: 7.489 loss_class: 0.2015 loss_bbox: 0.0904 loss_giou: 0.3335 loss_class_0: 0.2237 loss_bbox_0: 0.1008 loss_giou_0: 0.3523 loss_class_1: 0.2156 loss_bbox_1: 0.09434 loss_giou_1: 0.3435 loss_class_2: 0.2125 loss_bbox_2: 0.09136 loss_giou_2: 0.3373 loss_class_3: 0.2085 loss_bbox_3: 0.09129 loss_giou_3: 0.3332 loss_class_4: 0.2042 loss_bbox_4: 0.09056 loss_giou_4: 0.332 loss_class_enc: 0.241 loss_bbox_enc: 0.1059 loss_giou_enc: 0.365 loss_class_dn: 0.0268 loss_bbox_dn: 0.1033 loss_giou_dn: 0.2885 loss_class_dn_0: 0.07468 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4318 loss_class_dn_1: 0.04752 loss_bbox_dn_1: 0.1233 loss_giou_dn_1: 0.3273 loss_class_dn_2: 0.03538 loss_bbox_dn_2: 0.1086 loss_giou_dn_2: 0.2975 loss_class_dn_3: 0.03038 loss_bbox_dn_3: 0.105 loss_giou_dn_3: 0.2901 loss_class_dn_4: 0.02808 loss_bbox_dn_4: 0.1031 loss_giou_dn_4: 0.2884 time: 1.1236 data_time: 0.1000 lr: 1e-06 max_mem: 43695M [05/22 14:51:32 d2.utils.events]: eta: 1:46:55 iter: 219199 total_loss: 7.298 loss_class: 0.1998 loss_bbox: 0.09224 loss_giou: 0.3208 loss_class_0: 0.2195 loss_bbox_0: 0.1045 loss_giou_0: 0.3423 loss_class_1: 0.2106 loss_bbox_1: 0.09696 loss_giou_1: 0.3274 loss_class_2: 0.2054 loss_bbox_2: 0.09402 loss_giou_2: 0.3252 loss_class_3: 0.2026 loss_bbox_3: 0.09292 loss_giou_3: 0.322 loss_class_4: 0.2005 loss_bbox_4: 0.09178 loss_giou_4: 0.3203 loss_class_enc: 0.2326 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3588 loss_class_dn: 0.02513 loss_bbox_dn: 0.104 loss_giou_dn: 0.2801 loss_class_dn_0: 0.07372 loss_bbox_dn_0: 0.1761 loss_giou_dn_0: 0.4166 loss_class_dn_1: 0.04348 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3178 loss_class_dn_2: 0.03322 loss_bbox_dn_2: 0.108 loss_giou_dn_2: 0.2892 loss_class_dn_3: 0.02874 loss_bbox_dn_3: 0.1044 loss_giou_dn_3: 0.2819 loss_class_dn_4: 0.02531 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.28 time: 1.1236 data_time: 0.0969 lr: 1e-06 max_mem: 43695M [05/22 14:52:29 d2.utils.events]: eta: 1:45:57 iter: 219249 total_loss: 7.463 loss_class: 0.2007 loss_bbox: 0.0889 loss_giou: 0.333 loss_class_0: 0.2239 loss_bbox_0: 0.09894 loss_giou_0: 0.3544 loss_class_1: 0.2133 loss_bbox_1: 0.09424 loss_giou_1: 0.3433 loss_class_2: 0.2099 loss_bbox_2: 0.09113 loss_giou_2: 0.3369 loss_class_3: 0.2071 loss_bbox_3: 0.09033 loss_giou_3: 0.335 loss_class_4: 0.2027 loss_bbox_4: 0.08905 loss_giou_4: 0.3327 loss_class_enc: 0.2416 loss_bbox_enc: 0.1049 loss_giou_enc: 0.367 loss_class_dn: 0.02696 loss_bbox_dn: 0.09871 loss_giou_dn: 0.2907 loss_class_dn_0: 0.07666 loss_bbox_dn_0: 0.1691 loss_giou_dn_0: 0.4271 loss_class_dn_1: 0.04717 loss_bbox_dn_1: 0.1185 loss_giou_dn_1: 0.3269 loss_class_dn_2: 0.03581 loss_bbox_dn_2: 0.1039 loss_giou_dn_2: 0.2995 loss_class_dn_3: 0.03075 loss_bbox_dn_3: 0.1 loss_giou_dn_3: 0.2923 loss_class_dn_4: 0.02798 loss_bbox_dn_4: 0.09862 loss_giou_dn_4: 0.2905 time: 1.1236 data_time: 0.1010 lr: 1e-06 max_mem: 43695M [05/22 14:53:27 d2.utils.events]: eta: 1:45:05 iter: 219299 total_loss: 7.393 loss_class: 0.1985 loss_bbox: 0.08837 loss_giou: 0.3233 loss_class_0: 0.2201 loss_bbox_0: 0.09939 loss_giou_0: 0.3396 loss_class_1: 0.211 loss_bbox_1: 0.09346 loss_giou_1: 0.3281 loss_class_2: 0.2069 loss_bbox_2: 0.09028 loss_giou_2: 0.3253 loss_class_3: 0.2052 loss_bbox_3: 0.08876 loss_giou_3: 0.3218 loss_class_4: 0.2007 loss_bbox_4: 0.08866 loss_giou_4: 0.3219 loss_class_enc: 0.2384 loss_bbox_enc: 0.1051 loss_giou_enc: 0.357 loss_class_dn: 0.02766 loss_bbox_dn: 0.1059 loss_giou_dn: 0.2855 loss_class_dn_0: 0.07721 loss_bbox_dn_0: 0.187 loss_giou_dn_0: 0.4256 loss_class_dn_1: 0.04878 loss_bbox_dn_1: 0.126 loss_giou_dn_1: 0.3249 loss_class_dn_2: 0.03639 loss_bbox_dn_2: 0.1112 loss_giou_dn_2: 0.2958 loss_class_dn_3: 0.03247 loss_bbox_dn_3: 0.1073 loss_giou_dn_3: 0.287 loss_class_dn_4: 0.02879 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.2855 time: 1.1236 data_time: 0.1003 lr: 1e-06 max_mem: 43695M [05/22 14:54:24 d2.utils.events]: eta: 1:44:07 iter: 219349 total_loss: 7.366 loss_class: 0.1995 loss_bbox: 0.09041 loss_giou: 0.3283 loss_class_0: 0.2224 loss_bbox_0: 0.1033 loss_giou_0: 0.3484 loss_class_1: 0.2123 loss_bbox_1: 0.0965 loss_giou_1: 0.3363 loss_class_2: 0.2066 loss_bbox_2: 0.09307 loss_giou_2: 0.3324 loss_class_3: 0.2033 loss_bbox_3: 0.09135 loss_giou_3: 0.3289 loss_class_4: 0.2012 loss_bbox_4: 0.09021 loss_giou_4: 0.3287 loss_class_enc: 0.2394 loss_bbox_enc: 0.1083 loss_giou_enc: 0.3586 loss_class_dn: 0.02782 loss_bbox_dn: 0.1059 loss_giou_dn: 0.2869 loss_class_dn_0: 0.07653 loss_bbox_dn_0: 0.176 loss_giou_dn_0: 0.427 loss_class_dn_1: 0.04658 loss_bbox_dn_1: 0.1249 loss_giou_dn_1: 0.3296 loss_class_dn_2: 0.0349 loss_bbox_dn_2: 0.1105 loss_giou_dn_2: 0.2963 loss_class_dn_3: 0.03101 loss_bbox_dn_3: 0.1075 loss_giou_dn_3: 0.2883 loss_class_dn_4: 0.02821 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.2865 time: 1.1236 data_time: 0.1067 lr: 1e-06 max_mem: 43695M [05/22 14:55:22 d2.utils.events]: eta: 1:43:02 iter: 219399 total_loss: 7.325 loss_class: 0.1967 loss_bbox: 0.09192 loss_giou: 0.3287 loss_class_0: 0.2211 loss_bbox_0: 0.1033 loss_giou_0: 0.3455 loss_class_1: 0.2081 loss_bbox_1: 0.09632 loss_giou_1: 0.3357 loss_class_2: 0.2023 loss_bbox_2: 0.09344 loss_giou_2: 0.3325 loss_class_3: 0.2 loss_bbox_3: 0.0919 loss_giou_3: 0.3303 loss_class_4: 0.1974 loss_bbox_4: 0.09161 loss_giou_4: 0.3285 loss_class_enc: 0.2376 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3582 loss_class_dn: 0.02532 loss_bbox_dn: 0.103 loss_giou_dn: 0.2858 loss_class_dn_0: 0.07641 loss_bbox_dn_0: 0.1768 loss_giou_dn_0: 0.4246 loss_class_dn_1: 0.0443 loss_bbox_dn_1: 0.1232 loss_giou_dn_1: 0.3246 loss_class_dn_2: 0.03378 loss_bbox_dn_2: 0.1085 loss_giou_dn_2: 0.2949 loss_class_dn_3: 0.02947 loss_bbox_dn_3: 0.1054 loss_giou_dn_3: 0.288 loss_class_dn_4: 0.02633 loss_bbox_dn_4: 0.103 loss_giou_dn_4: 0.2858 time: 1.1236 data_time: 0.1025 lr: 1e-06 max_mem: 43695M [05/22 14:56:20 d2.utils.events]: eta: 1:42:06 iter: 219449 total_loss: 7.36 loss_class: 0.197 loss_bbox: 0.0887 loss_giou: 0.3319 loss_class_0: 0.2219 loss_bbox_0: 0.09902 loss_giou_0: 0.3502 loss_class_1: 0.2132 loss_bbox_1: 0.09263 loss_giou_1: 0.3408 loss_class_2: 0.205 loss_bbox_2: 0.09016 loss_giou_2: 0.3357 loss_class_3: 0.2021 loss_bbox_3: 0.08909 loss_giou_3: 0.3323 loss_class_4: 0.1987 loss_bbox_4: 0.08827 loss_giou_4: 0.3319 loss_class_enc: 0.2379 loss_bbox_enc: 0.1061 loss_giou_enc: 0.3666 loss_class_dn: 0.02724 loss_bbox_dn: 0.09701 loss_giou_dn: 0.2896 loss_class_dn_0: 0.07566 loss_bbox_dn_0: 0.1676 loss_giou_dn_0: 0.4305 loss_class_dn_1: 0.04911 loss_bbox_dn_1: 0.1167 loss_giou_dn_1: 0.3305 loss_class_dn_2: 0.03704 loss_bbox_dn_2: 0.1006 loss_giou_dn_2: 0.2989 loss_class_dn_3: 0.0319 loss_bbox_dn_3: 0.09772 loss_giou_dn_3: 0.291 loss_class_dn_4: 0.02791 loss_bbox_dn_4: 0.09704 loss_giou_dn_4: 0.2892 time: 1.1236 data_time: 0.1439 lr: 1e-06 max_mem: 43695M [05/22 14:57:17 d2.utils.events]: eta: 1:41:13 iter: 219499 total_loss: 7.385 loss_class: 0.1943 loss_bbox: 0.09042 loss_giou: 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0.222 loss_bbox_0: 0.1056 loss_giou_0: 0.3538 loss_class_1: 0.2128 loss_bbox_1: 0.1002 loss_giou_1: 0.3417 loss_class_2: 0.2076 loss_bbox_2: 0.0969 loss_giou_2: 0.338 loss_class_3: 0.205 loss_bbox_3: 0.09525 loss_giou_3: 0.3371 loss_class_4: 0.2005 loss_bbox_4: 0.09512 loss_giou_4: 0.336 loss_class_enc: 0.2401 loss_bbox_enc: 0.113 loss_giou_enc: 0.3644 loss_class_dn: 0.02854 loss_bbox_dn: 0.1108 loss_giou_dn: 0.2883 loss_class_dn_0: 0.07865 loss_bbox_dn_0: 0.1891 loss_giou_dn_0: 0.4315 loss_class_dn_1: 0.04861 loss_bbox_dn_1: 0.1312 loss_giou_dn_1: 0.3259 loss_class_dn_2: 0.03678 loss_bbox_dn_2: 0.115 loss_giou_dn_2: 0.2973 loss_class_dn_3: 0.03247 loss_bbox_dn_3: 0.1118 loss_giou_dn_3: 0.2906 loss_class_dn_4: 0.02932 loss_bbox_dn_4: 0.1108 loss_giou_dn_4: 0.2883 time: 1.1236 data_time: 0.0996 lr: 1e-06 max_mem: 43695M [05/22 14:59:11 d2.utils.events]: eta: 1:39:28 iter: 219599 total_loss: 7.498 loss_class: 0.1994 loss_bbox: 0.09043 loss_giou: 0.3433 loss_class_0: 0.2253 loss_bbox_0: 0.09864 loss_giou_0: 0.3616 loss_class_1: 0.2142 loss_bbox_1: 0.09395 loss_giou_1: 0.3507 loss_class_2: 0.209 loss_bbox_2: 0.09094 loss_giou_2: 0.3457 loss_class_3: 0.2051 loss_bbox_3: 0.08988 loss_giou_3: 0.3445 loss_class_4: 0.2002 loss_bbox_4: 0.09064 loss_giou_4: 0.3431 loss_class_enc: 0.243 loss_bbox_enc: 0.1054 loss_giou_enc: 0.3738 loss_class_dn: 0.02582 loss_bbox_dn: 0.105 loss_giou_dn: 0.3009 loss_class_dn_0: 0.07715 loss_bbox_dn_0: 0.1744 loss_giou_dn_0: 0.4321 loss_class_dn_1: 0.04706 loss_bbox_dn_1: 0.1248 loss_giou_dn_1: 0.3385 loss_class_dn_2: 0.03421 loss_bbox_dn_2: 0.1097 loss_giou_dn_2: 0.3079 loss_class_dn_3: 0.029 loss_bbox_dn_3: 0.106 loss_giou_dn_3: 0.3023 loss_class_dn_4: 0.02644 loss_bbox_dn_4: 0.105 loss_giou_dn_4: 0.3007 time: 1.1236 data_time: 0.1007 lr: 1e-06 max_mem: 43695M [05/22 15:00:09 d2.utils.events]: eta: 1:38:32 iter: 219649 total_loss: 7.238 loss_class: 0.1942 loss_bbox: 0.09 loss_giou: 0.3227 loss_class_0: 0.2193 loss_bbox_0: 0.1005 loss_giou_0: 0.3461 loss_class_1: 0.209 loss_bbox_1: 0.09405 loss_giou_1: 0.3355 loss_class_2: 0.2027 loss_bbox_2: 0.0917 loss_giou_2: 0.329 loss_class_3: 0.199 loss_bbox_3: 0.09032 loss_giou_3: 0.3245 loss_class_4: 0.1958 loss_bbox_4: 0.0901 loss_giou_4: 0.3221 loss_class_enc: 0.2369 loss_bbox_enc: 0.1066 loss_giou_enc: 0.3597 loss_class_dn: 0.02617 loss_bbox_dn: 0.1022 loss_giou_dn: 0.2856 loss_class_dn_0: 0.07745 loss_bbox_dn_0: 0.181 loss_giou_dn_0: 0.4215 loss_class_dn_1: 0.04607 loss_bbox_dn_1: 0.1242 loss_giou_dn_1: 0.3218 loss_class_dn_2: 0.03547 loss_bbox_dn_2: 0.1069 loss_giou_dn_2: 0.2927 loss_class_dn_3: 0.03023 loss_bbox_dn_3: 0.103 loss_giou_dn_3: 0.287 loss_class_dn_4: 0.0267 loss_bbox_dn_4: 0.1021 loss_giou_dn_4: 0.2855 time: 1.1236 data_time: 0.1008 lr: 1e-06 max_mem: 43695M [05/22 15:01:05 d2.utils.events]: eta: 1:37:38 iter: 219699 total_loss: 7.462 loss_class: 0.1992 loss_bbox: 0.09131 loss_giou: 0.3243 loss_class_0: 0.2196 loss_bbox_0: 0.101 loss_giou_0: 0.3464 loss_class_1: 0.2099 loss_bbox_1: 0.09593 loss_giou_1: 0.3378 loss_class_2: 0.2074 loss_bbox_2: 0.09271 loss_giou_2: 0.3301 loss_class_3: 0.2023 loss_bbox_3: 0.09112 loss_giou_3: 0.3257 loss_class_4: 0.1999 loss_bbox_4: 0.09105 loss_giou_4: 0.3239 loss_class_enc: 0.2374 loss_bbox_enc: 0.1071 loss_giou_enc: 0.3586 loss_class_dn: 0.02567 loss_bbox_dn: 0.1026 loss_giou_dn: 0.2902 loss_class_dn_0: 0.07457 loss_bbox_dn_0: 0.1766 loss_giou_dn_0: 0.4301 loss_class_dn_1: 0.04594 loss_bbox_dn_1: 0.1228 loss_giou_dn_1: 0.3289 loss_class_dn_2: 0.03557 loss_bbox_dn_2: 0.1076 loss_giou_dn_2: 0.3008 loss_class_dn_3: 0.03035 loss_bbox_dn_3: 0.1042 loss_giou_dn_3: 0.2922 loss_class_dn_4: 0.02696 loss_bbox_dn_4: 0.1026 loss_giou_dn_4: 0.29 time: 1.1236 data_time: 0.1127 lr: 1e-06 max_mem: 43695M [05/22 15:02:12 d2.utils.events]: eta: 1:36:44 iter: 219749 total_loss: 7.525 loss_class: 0.1991 loss_bbox: 0.08859 loss_giou: 0.3358 loss_class_0: 0.2208 loss_bbox_0: 0.09942 loss_giou_0: 0.3575 loss_class_1: 0.2117 loss_bbox_1: 0.09436 loss_giou_1: 0.3477 loss_class_2: 0.2041 loss_bbox_2: 0.09048 loss_giou_2: 0.3413 loss_class_3: 0.2008 loss_bbox_3: 0.08969 loss_giou_3: 0.3375 loss_class_4: 0.1991 loss_bbox_4: 0.08926 loss_giou_4: 0.3371 loss_class_enc: 0.2373 loss_bbox_enc: 0.1049 loss_giou_enc: 0.37 loss_class_dn: 0.02401 loss_bbox_dn: 0.1012 loss_giou_dn: 0.2929 loss_class_dn_0: 0.07278 loss_bbox_dn_0: 0.1724 loss_giou_dn_0: 0.4319 loss_class_dn_1: 0.04504 loss_bbox_dn_1: 0.1191 loss_giou_dn_1: 0.333 loss_class_dn_2: 0.03268 loss_bbox_dn_2: 0.1055 loss_giou_dn_2: 0.3019 loss_class_dn_3: 0.02749 loss_bbox_dn_3: 0.1019 loss_giou_dn_3: 0.2947 loss_class_dn_4: 0.02478 loss_bbox_dn_4: 0.1012 loss_giou_dn_4: 0.2925 time: 1.1236 data_time: 0.0953 lr: 1e-06 max_mem: 43695M [05/22 15:03:09 d2.utils.events]: eta: 1:35:49 iter: 219799 total_loss: 7.307 loss_class: 0.1961 loss_bbox: 0.09202 loss_giou: 0.3248 loss_class_0: 0.2207 loss_bbox_0: 0.1008 loss_giou_0: 0.3413 loss_class_1: 0.2081 loss_bbox_1: 0.09496 loss_giou_1: 0.3311 loss_class_2: 0.2049 loss_bbox_2: 0.0928 loss_giou_2: 0.327 loss_class_3: 0.2005 loss_bbox_3: 0.09162 loss_giou_3: 0.3266 loss_class_4: 0.1978 loss_bbox_4: 0.09223 loss_giou_4: 0.3247 loss_class_enc: 0.2382 loss_bbox_enc: 0.1073 loss_giou_enc: 0.3561 loss_class_dn: 0.02596 loss_bbox_dn: 0.1025 loss_giou_dn: 0.2807 loss_class_dn_0: 0.07701 loss_bbox_dn_0: 0.1757 loss_giou_dn_0: 0.4247 loss_class_dn_1: 0.04684 loss_bbox_dn_1: 0.1223 loss_giou_dn_1: 0.3224 loss_class_dn_2: 0.0356 loss_bbox_dn_2: 0.1084 loss_giou_dn_2: 0.2897 loss_class_dn_3: 0.03021 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.2824 loss_class_dn_4: 0.02698 loss_bbox_dn_4: 0.1025 loss_giou_dn_4: 0.2807 time: 1.1237 data_time: 0.0997 lr: 1e-06 max_mem: 43695M [05/22 15:04:06 d2.utils.events]: eta: 1:34:55 iter: 219849 total_loss: 7.418 loss_class: 0.2035 loss_bbox: 0.092 loss_giou: 0.3382 loss_class_0: 0.2245 loss_bbox_0: 0.09978 loss_giou_0: 0.353 loss_class_1: 0.2156 loss_bbox_1: 0.09484 loss_giou_1: 0.3466 loss_class_2: 0.2122 loss_bbox_2: 0.09231 loss_giou_2: 0.339 loss_class_3: 0.2094 loss_bbox_3: 0.09196 loss_giou_3: 0.3371 loss_class_4: 0.2049 loss_bbox_4: 0.09145 loss_giou_4: 0.3383 loss_class_enc: 0.2435 loss_bbox_enc: 0.1034 loss_giou_enc: 0.3699 loss_class_dn: 0.02497 loss_bbox_dn: 0.1015 loss_giou_dn: 0.2899 loss_class_dn_0: 0.07377 loss_bbox_dn_0: 0.1723 loss_giou_dn_0: 0.4302 loss_class_dn_1: 0.04391 loss_bbox_dn_1: 0.1192 loss_giou_dn_1: 0.3313 loss_class_dn_2: 0.03399 loss_bbox_dn_2: 0.1053 loss_giou_dn_2: 0.3001 loss_class_dn_3: 0.02858 loss_bbox_dn_3: 0.1025 loss_giou_dn_3: 0.2921 loss_class_dn_4: 0.02572 loss_bbox_dn_4: 0.1015 loss_giou_dn_4: 0.2899 time: 1.1237 data_time: 0.1037 lr: 1e-06 max_mem: 43695M [05/22 15:05:04 d2.utils.events]: eta: 1:34:03 iter: 219899 total_loss: 7.454 loss_class: 0.197 loss_bbox: 0.094 loss_giou: 0.3268 loss_class_0: 0.2207 loss_bbox_0: 0.1034 loss_giou_0: 0.3449 loss_class_1: 0.2113 loss_bbox_1: 0.09868 loss_giou_1: 0.3352 loss_class_2: 0.2051 loss_bbox_2: 0.09568 loss_giou_2: 0.3299 loss_class_3: 0.2035 loss_bbox_3: 0.09472 loss_giou_3: 0.3266 loss_class_4: 0.1984 loss_bbox_4: 0.09425 loss_giou_4: 0.3268 loss_class_enc: 0.2395 loss_bbox_enc: 0.1098 loss_giou_enc: 0.3566 loss_class_dn: 0.02562 loss_bbox_dn: 0.1037 loss_giou_dn: 0.2886 loss_class_dn_0: 0.07513 loss_bbox_dn_0: 0.1818 loss_giou_dn_0: 0.4245 loss_class_dn_1: 0.04409 loss_bbox_dn_1: 0.1255 loss_giou_dn_1: 0.3267 loss_class_dn_2: 0.03291 loss_bbox_dn_2: 0.1091 loss_giou_dn_2: 0.2975 loss_class_dn_3: 0.02883 loss_bbox_dn_3: 0.1052 loss_giou_dn_3: 0.29 loss_class_dn_4: 0.02612 loss_bbox_dn_4: 0.1037 loss_giou_dn_4: 0.2882 time: 1.1237 data_time: 0.0905 lr: 1e-06 max_mem: 43695M [05/22 15:06:00 d2.utils.events]: eta: 1:33:06 iter: 219949 total_loss: 7.231 loss_class: 0.1919 loss_bbox: 0.08862 loss_giou: 0.3206 loss_class_0: 0.2135 loss_bbox_0: 0.0989 loss_giou_0: 0.3441 loss_class_1: 0.2028 loss_bbox_1: 0.09445 loss_giou_1: 0.3318 loss_class_2: 0.1993 loss_bbox_2: 0.09124 loss_giou_2: 0.3251 loss_class_3: 0.196 loss_bbox_3: 0.08869 loss_giou_3: 0.3232 loss_class_4: 0.1934 loss_bbox_4: 0.08879 loss_giou_4: 0.3208 loss_class_enc: 0.2287 loss_bbox_enc: 0.1048 loss_giou_enc: 0.3539 loss_class_dn: 0.02336 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2827 loss_class_dn_0: 0.07483 loss_bbox_dn_0: 0.1821 loss_giou_dn_0: 0.4231 loss_class_dn_1: 0.04407 loss_bbox_dn_1: 0.1252 loss_giou_dn_1: 0.3221 loss_class_dn_2: 0.03163 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.2915 loss_class_dn_3: 0.02681 loss_bbox_dn_3: 0.1052 loss_giou_dn_3: 0.2834 loss_class_dn_4: 0.02421 loss_bbox_dn_4: 0.104 loss_giou_dn_4: 0.282 time: 1.1237 data_time: 0.0885 lr: 1e-06 max_mem: 43695M [05/22 15:06:58 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_0219999.pth [05/22 15:07:18 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/22 15:07:35 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/22 15:07:39 d2.data.common]: Serialized dataset takes 894.47 MiB [05/22 15:07:40 d2.evaluation.evaluator]: Start inference on 313 batches [05/22 15:08:42 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0048 s/iter. Inference: 0.0638 s/iter. Eval: 0.0003 s/iter. Total: 0.0689 s/iter. ETA=0:00:20 [05/22 15:08:47 d2.evaluation.evaluator]: Inference done 34/313. Dataloading: 0.0048 s/iter. Inference: 0.0651 s/iter. Eval: 0.0003 s/iter. Total: 0.1873 s/iter. ETA=0:00:52 [05/22 15:08:53 d2.evaluation.evaluator]: Inference done 102/313. Dataloading: 0.0049 s/iter. Inference: 0.0743 s/iter. Eval: 0.0003 s/iter. Total: 0.1145 s/iter. ETA=0:00:24 [05/22 15:08:58 d2.evaluation.evaluator]: Inference done 174/313. Dataloading: 0.0049 s/iter. Inference: 0.0700 s/iter. Eval: 0.0003 s/iter. Total: 0.0954 s/iter. ETA=0:00:13 [05/22 15:09:03 d2.evaluation.evaluator]: Inference done 246/313. Dataloading: 0.0050 s/iter. Inference: 0.0682 s/iter. Eval: 0.0003 s/iter. Total: 0.0877 s/iter. ETA=0:00:05 [05/22 15:09:08 d2.evaluation.evaluator]: Total inference time: 0:00:26.440713 (0.085846 s / iter per device, on 16 devices) [05/22 15:09:08 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:20 (0.067371 s / iter per device, on 16 devices) [05/22 15:09:25 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/22 15:09:25 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/22 15:09:32 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=8.29s) creating index... index created! [05/22 15:09:41 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/22 15:10:03 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.71 seconds. [05/22 15:10:03 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/22 15:10:06 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.14 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.661 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881 [05/22 15:10:06 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.475 | 66.147 | 54.041 | 36.540 | 52.407 | 62.446 | [05/22 15:10:06 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.354 | bicycle | 39.797 | car | 52.858 | | motorcycle | 48.575 | airplane | 79.473 | bus | 75.836 | | train | 75.904 | truck | 37.719 | boat | 36.416 | | traffic light | 32.690 | fire hydrant | 75.635 | stop sign | 61.021 | | parking meter | 19.773 | bench | 35.767 | bird | 46.167 | | cat | 79.200 | dog | 77.114 | horse | 68.863 | | sheep | 52.955 | cow | 68.965 | elephant | 74.740 | | bear | 75.128 | zebra | 73.467 | giraffe | 76.704 | | backpack | 22.429 | umbrella | 45.878 | handbag | 20.339 | | tie | 46.862 | suitcase | 44.823 | frisbee | 76.283 | | skis | 33.437 | snowboard | 51.376 | sports ball | 42.423 | | kite | 44.680 | baseball bat | 44.669 | baseball glove | 49.834 | | skateboard | 61.141 | surfboard | 51.252 | tennis racket | 58.104 | | bottle | 46.420 | wine glass | 50.698 | cup | 57.732 | | fork | 55.403 | knife | 32.799 | spoon | 31.272 | | bowl | 51.655 | banana | 26.224 | apple | 22.666 | | sandwich | 39.362 | orange | 32.101 | broccoli | 21.966 | | carrot | 20.346 | hot dog | 40.787 | pizza | 63.169 | | donut | 49.156 | cake | 51.458 | chair | 38.191 | | couch | 48.724 | potted plant | 31.580 | bed | 48.062 | | dining table | 30.999 | toilet | 65.293 | tv | 64.172 | | laptop | 77.255 | mouse | 69.928 | remote | 33.532 | | keyboard | 53.321 | cell phone | 49.230 | microwave | 70.472 | | oven | 18.310 | toaster | 52.398 | sink | 40.174 | | refrigerator | 68.374 | book | 15.189 | clock | 49.348 | | vase | 34.621 | scissors | 47.401 | teddy bear | 59.789 | | hair drier | 32.428 | toothbrush | 44.324 | | | [05/22 15:10:08 d2.evaluation.testing]: copypaste: Task: bbox [05/22 15:10:08 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/22 15:10:08 d2.evaluation.testing]: copypaste: 49.4748,66.1467,54.0408,36.5398,52.4065,62.4457 [05/22 15:10:08 d2.utils.events]: eta: 1:32:10 iter: 219999 total_loss: 7.381 loss_class: 0.1942 loss_bbox: 0.09115 loss_giou: 0.3326 loss_class_0: 0.2167 loss_bbox_0: 0.1009 loss_giou_0: 0.3553 loss_class_1: 0.207 loss_bbox_1: 0.09529 loss_giou_1: 0.3421 loss_class_2: 0.2036 loss_bbox_2: 0.09419 loss_giou_2: 0.3376 loss_class_3: 0.1986 loss_bbox_3: 0.09189 loss_giou_3: 0.3332 loss_class_4: 0.1959 loss_bbox_4: 0.0912 loss_giou_4: 0.3334 loss_class_enc: 0.2343 loss_bbox_enc: 0.1081 loss_giou_enc: 0.365 loss_class_dn: 0.02517 loss_bbox_dn: 0.1041 loss_giou_dn: 0.2909 loss_class_dn_0: 0.07353 loss_bbox_dn_0: 0.1795 loss_giou_dn_0: 0.4272 loss_class_dn_1: 0.04392 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3298 loss_class_dn_2: 0.03243 loss_bbox_dn_2: 0.1091 loss_giou_dn_2: 0.3007 loss_class_dn_3: 0.02825 loss_bbox_dn_3: 0.1052 loss_giou_dn_3: 0.2927 loss_class_dn_4: 0.02625 loss_bbox_dn_4: 0.1041 loss_giou_dn_4: 0.291 time: 1.1237 data_time: 0.0963 lr: 1e-06 max_mem: 43695M [05/22 15:11:03 d2.utils.events]: eta: 1:31:03 iter: 220049 total_loss: 7.499 loss_class: 0.1977 loss_bbox: 0.09365 loss_giou: 0.3312 loss_class_0: 0.2222 loss_bbox_0: 0.103 loss_giou_0: 0.3503 loss_class_1: 0.2147 loss_bbox_1: 0.09787 loss_giou_1: 0.3388 loss_class_2: 0.2084 loss_bbox_2: 0.09405 loss_giou_2: 0.3317 loss_class_3: 0.2039 loss_bbox_3: 0.09367 loss_giou_3: 0.3309 loss_class_4: 0.1994 loss_bbox_4: 0.09334 loss_giou_4: 0.3306 loss_class_enc: 0.2381 loss_bbox_enc: 0.1114 loss_giou_enc: 0.3624 loss_class_dn: 0.02589 loss_bbox_dn: 0.1072 loss_giou_dn: 0.2943 loss_class_dn_0: 0.07654 loss_bbox_dn_0: 0.184 loss_giou_dn_0: 0.431 loss_class_dn_1: 0.04776 loss_bbox_dn_1: 0.1265 loss_giou_dn_1: 0.3322 loss_class_dn_2: 0.03579 loss_bbox_dn_2: 0.1095 loss_giou_dn_2: 0.3032 loss_class_dn_3: 0.03031 loss_bbox_dn_3: 0.1079 loss_giou_dn_3: 0.2963 loss_class_dn_4: 0.02731 loss_bbox_dn_4: 0.1072 loss_giou_dn_4: 0.2943 time: 1.1237 data_time: 0.1056 lr: 1e-06 max_mem: 43695M [05/22 15:11:59 d2.utils.events]: eta: 1:30:05 iter: 220099 total_loss: 7.337 loss_class: 0.1957 loss_bbox: 0.09021 loss_giou: 0.3252 loss_class_0: 0.2164 loss_bbox_0: 0.09845 loss_giou_0: 0.3436 loss_class_1: 0.2103 loss_bbox_1: 0.09407 loss_giou_1: 0.3331 loss_class_2: 0.2047 loss_bbox_2: 0.09116 loss_giou_2: 0.3281 loss_class_3: 0.2027 loss_bbox_3: 0.0902 loss_giou_3: 0.3252 loss_class_4: 0.1981 loss_bbox_4: 0.09003 loss_giou_4: 0.326 loss_class_enc: 0.2331 loss_bbox_enc: 0.1052 loss_giou_enc: 0.3596 loss_class_dn: 0.02594 loss_bbox_dn: 0.1047 loss_giou_dn: 0.2857 loss_class_dn_0: 0.07218 loss_bbox_dn_0: 0.1788 loss_giou_dn_0: 0.4172 loss_class_dn_1: 0.04521 loss_bbox_dn_1: 0.1226 loss_giou_dn_1: 0.3227 loss_class_dn_2: 0.03383 loss_bbox_dn_2: 0.108 loss_giou_dn_2: 0.2936 loss_class_dn_3: 0.02959 loss_bbox_dn_3: 0.1059 loss_giou_dn_3: 0.2877 loss_class_dn_4: 0.0271 loss_bbox_dn_4: 0.1047 loss_giou_dn_4: 0.2858 time: 1.1237 data_time: 0.1001 lr: 1e-06 max_mem: 43695M [05/22 15:12:55 d2.utils.events]: eta: 1:29:11 iter: 220149 total_loss: 7.257 loss_class: 0.1929 loss_bbox: 0.0894 loss_giou: 0.3191 loss_class_0: 0.2134 loss_bbox_0: 0.1007 loss_giou_0: 0.3368 loss_class_1: 0.2039 loss_bbox_1: 0.09355 loss_giou_1: 0.327 loss_class_2: 0.1982 loss_bbox_2: 0.09053 loss_giou_2: 0.3224 loss_class_3: 0.1964 loss_bbox_3: 0.09076 loss_giou_3: 0.3203 loss_class_4: 0.1941 loss_bbox_4: 0.08963 loss_giou_4: 0.3185 loss_class_enc: 0.2288 loss_bbox_enc: 0.1062 loss_giou_enc: 0.349 loss_class_dn: 0.02465 loss_bbox_dn: 0.0981 loss_giou_dn: 0.2851 loss_class_dn_0: 0.07183 loss_bbox_dn_0: 0.1761 loss_giou_dn_0: 0.4144 loss_class_dn_1: 0.04276 loss_bbox_dn_1: 0.1223 loss_giou_dn_1: 0.3233 loss_class_dn_2: 0.03243 loss_bbox_dn_2: 0.1027 loss_giou_dn_2: 0.2939 loss_class_dn_3: 0.02783 loss_bbox_dn_3: 0.09932 loss_giou_dn_3: 0.2875 loss_class_dn_4: 0.02588 loss_bbox_dn_4: 0.0981 loss_giou_dn_4: 0.2848 time: 1.1237 data_time: 0.0983 lr: 1e-06 max_mem: 43695M [05/22 15:13:51 d2.utils.events]: eta: 1:28:16 iter: 220199 total_loss: 7.393 loss_class: 0.1978 loss_bbox: 0.08972 loss_giou: 0.3311 loss_class_0: 0.2223 loss_bbox_0: 0.09753 loss_giou_0: 0.3482 loss_class_1: 0.2126 loss_bbox_1: 0.09289 loss_giou_1: 0.3372 loss_class_2: 0.2068 loss_bbox_2: 0.09043 loss_giou_2: 0.333 loss_class_3: 0.2015 loss_bbox_3: 0.08973 loss_giou_3: 0.3305 loss_class_4: 0.1981 loss_bbox_4: 0.08954 loss_giou_4: 0.3308 loss_class_enc: 0.2391 loss_bbox_enc: 0.1038 loss_giou_enc: 0.3603 loss_class_dn: 0.02707 loss_bbox_dn: 0.1057 loss_giou_dn: 0.2883 loss_class_dn_0: 0.0759 loss_bbox_dn_0: 0.1746 loss_giou_dn_0: 0.427 loss_class_dn_1: 0.04671 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3293 loss_class_dn_2: 0.03556 loss_bbox_dn_2: 0.1098 loss_giou_dn_2: 0.2977 loss_class_dn_3: 0.03071 loss_bbox_dn_3: 0.1067 loss_giou_dn_3: 0.29 loss_class_dn_4: 0.02788 loss_bbox_dn_4: 0.1057 loss_giou_dn_4: 0.2883 time: 1.1237 data_time: 0.1119 lr: 1e-06 max_mem: 43695M [05/22 15:14:47 d2.utils.events]: eta: 1:27:21 iter: 220249 total_loss: 7.466 loss_class: 0.2003 loss_bbox: 0.09348 loss_giou: 0.333 loss_class_0: 0.2226 loss_bbox_0: 0.103 loss_giou_0: 0.3527 loss_class_1: 0.2142 loss_bbox_1: 0.09773 loss_giou_1: 0.3425 loss_class_2: 0.2063 loss_bbox_2: 0.09577 loss_giou_2: 0.3378 loss_class_3: 0.2042 loss_bbox_3: 0.09354 loss_giou_3: 0.3337 loss_class_4: 0.2017 loss_bbox_4: 0.09341 loss_giou_4: 0.3322 loss_class_enc: 0.2413 loss_bbox_enc: 0.1096 loss_giou_enc: 0.3655 loss_class_dn: 0.02687 loss_bbox_dn: 0.1058 loss_giou_dn: 0.293 loss_class_dn_0: 0.07775 loss_bbox_dn_0: 0.1832 loss_giou_dn_0: 0.4333 loss_class_dn_1: 0.04759 loss_bbox_dn_1: 0.124 loss_giou_dn_1: 0.3321 loss_class_dn_2: 0.03552 loss_bbox_dn_2: 0.1097 loss_giou_dn_2: 0.3028 loss_class_dn_3: 0.03013 loss_bbox_dn_3: 0.1069 loss_giou_dn_3: 0.2954 loss_class_dn_4: 0.02783 loss_bbox_dn_4: 0.1058 loss_giou_dn_4: 0.2931 time: 1.1237 data_time: 0.1021 lr: 1e-06 max_mem: 43695M [05/22 15:15:43 d2.utils.events]: eta: 1:26:24 iter: 220299 total_loss: 7.378 loss_class: 0.2033 loss_bbox: 0.0919 loss_giou: 0.3328 loss_class_0: 0.2263 loss_bbox_0: 0.1036 loss_giou_0: 0.3496 loss_class_1: 0.2161 loss_bbox_1: 0.09666 loss_giou_1: 0.3415 loss_class_2: 0.2112 loss_bbox_2: 0.09316 loss_giou_2: 0.3356 loss_class_3: 0.2078 loss_bbox_3: 0.09188 loss_giou_3: 0.3323 loss_class_4: 0.2053 loss_bbox_4: 0.09169 loss_giou_4: 0.3335 loss_class_enc: 0.245 loss_bbox_enc: 0.109 loss_giou_enc: 0.3608 loss_class_dn: 0.02637 loss_bbox_dn: 0.1068 loss_giou_dn: 0.289 loss_class_dn_0: 0.07501 loss_bbox_dn_0: 0.184 loss_giou_dn_0: 0.4298 loss_class_dn_1: 0.04574 loss_bbox_dn_1: 0.1293 loss_giou_dn_1: 0.328 loss_class_dn_2: 0.03516 loss_bbox_dn_2: 0.1131 loss_giou_dn_2: 0.2968 loss_class_dn_3: 0.0294 loss_bbox_dn_3: 0.1076 loss_giou_dn_3: 0.2907 loss_class_dn_4: 0.02673 loss_bbox_dn_4: 0.1067 loss_giou_dn_4: 0.289 time: 1.1236 data_time: 0.0954 lr: 1e-06 max_mem: 43695M [05/22 15:16:39 d2.utils.events]: eta: 1:25:29 iter: 220349 total_loss: 7.456 loss_class: 0.199 loss_bbox: 0.0903 loss_giou: 0.3286 loss_class_0: 0.2197 loss_bbox_0: 0.1004 loss_giou_0: 0.3455 loss_class_1: 0.2109 loss_bbox_1: 0.09626 loss_giou_1: 0.3392 loss_class_2: 0.207 loss_bbox_2: 0.09295 loss_giou_2: 0.3326 loss_class_3: 0.2031 loss_bbox_3: 0.09191 loss_giou_3: 0.3286 loss_class_4: 0.2009 loss_bbox_4: 0.09118 loss_giou_4: 0.3285 loss_class_enc: 0.2377 loss_bbox_enc: 0.1078 loss_giou_enc: 0.3569 loss_class_dn: 0.02729 loss_bbox_dn: 0.107 loss_giou_dn: 0.2877 loss_class_dn_0: 0.07547 loss_bbox_dn_0: 0.1811 loss_giou_dn_0: 0.431 loss_class_dn_1: 0.04569 loss_bbox_dn_1: 0.1289 loss_giou_dn_1: 0.3263 loss_class_dn_2: 0.03592 loss_bbox_dn_2: 0.1117 loss_giou_dn_2: 0.2959 loss_class_dn_3: 0.03085 loss_bbox_dn_3: 0.1081 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.02842 loss_bbox_dn_4: 0.107 loss_giou_dn_4: 0.2876 time: 1.1237 data_time: 0.0990 lr: 1e-06 max_mem: 43695M [05/22 15:17:36 d2.utils.events]: eta: 1:24:36 iter: 220399 total_loss: 7.468 loss_class: 0.2023 loss_bbox: 0.0878 loss_giou: 0.3298 loss_class_0: 0.2257 loss_bbox_0: 0.09773 loss_giou_0: 0.3482 loss_class_1: 0.2177 loss_bbox_1: 0.09208 loss_giou_1: 0.3363 loss_class_2: 0.2111 loss_bbox_2: 0.09001 loss_giou_2: 0.3335 loss_class_3: 0.2082 loss_bbox_3: 0.0886 loss_giou_3: 0.3305 loss_class_4: 0.2042 loss_bbox_4: 0.08731 loss_giou_4: 0.3296 loss_class_enc: 0.243 loss_bbox_enc: 0.1056 loss_giou_enc: 0.3603 loss_class_dn: 0.02511 loss_bbox_dn: 0.1024 loss_giou_dn: 0.2893 loss_class_dn_0: 0.07443 loss_bbox_dn_0: 0.1766 loss_giou_dn_0: 0.4347 loss_class_dn_1: 0.04468 loss_bbox_dn_1: 0.122 loss_giou_dn_1: 0.331 loss_class_dn_2: 0.03371 loss_bbox_dn_2: 0.1073 loss_giou_dn_2: 0.2998 loss_class_dn_3: 0.02856 loss_bbox_dn_3: 0.1032 loss_giou_dn_3: 0.2916 loss_class_dn_4: 0.02606 loss_bbox_dn_4: 0.1024 loss_giou_dn_4: 0.2892 time: 1.1236 data_time: 0.1009 lr: 1e-06 max_mem: 43695M [05/22 15:18:33 d2.utils.events]: eta: 1:23:39 iter: 220449 total_loss: 7.358 loss_class: 0.2001 loss_bbox: 0.08896 loss_giou: 0.3311 loss_class_0: 0.2203 loss_bbox_0: 0.1004 loss_giou_0: 0.3544 loss_class_1: 0.2099 loss_bbox_1: 0.09417 loss_giou_1: 0.3408 loss_class_2: 0.2041 loss_bbox_2: 0.09097 loss_giou_2: 0.3341 loss_class_3: 0.2046 loss_bbox_3: 0.0904 loss_giou_3: 0.3331 loss_class_4: 0.2019 loss_bbox_4: 0.08925 loss_giou_4: 0.3318 loss_class_enc: 0.2345 loss_bbox_enc: 0.1058 loss_giou_enc: 0.367 loss_class_dn: 0.02516 loss_bbox_dn: 0.102 loss_giou_dn: 0.2904 loss_class_dn_0: 0.07467 loss_bbox_dn_0: 0.1752 loss_giou_dn_0: 0.4348 loss_class_dn_1: 0.04466 loss_bbox_dn_1: 0.1201 loss_giou_dn_1: 0.3318 loss_class_dn_2: 0.03346 loss_bbox_dn_2: 0.105 loss_giou_dn_2: 0.3005 loss_class_dn_3: 0.02854 loss_bbox_dn_3: 0.1035 loss_giou_dn_3: 0.2925 loss_class_dn_4: 0.02569 loss_bbox_dn_4: 0.102 loss_giou_dn_4: 0.2903 time: 1.1237 data_time: 0.0975 lr: 1e-06 max_mem: 43695M [05/22 15:19:28 d2.utils.events]: eta: 1:22:43 iter: 220499 total_loss: 7.349 loss_class: 0.1965 loss_bbox: 0.09225 loss_giou: 0.3286 loss_class_0: 0.221 loss_bbox_0: 0.1016 loss_giou_0: 0.3467 loss_class_1: 0.211 loss_bbox_1: 0.09496 loss_giou_1: 0.3358 loss_class_2: 0.2058 loss_bbox_2: 0.09337 loss_giou_2: 0.3334 loss_class_3: 0.2014 loss_bbox_3: 0.09268 loss_giou_3: 0.3291 loss_class_4: 0.1981 loss_bbox_4: 0.09217 loss_giou_4: 0.329 loss_class_enc: 0.2371 loss_bbox_enc: 0.108 loss_giou_enc: 0.3626 loss_class_dn: 0.02557 loss_bbox_dn: 0.1021 loss_giou_dn: 0.2874 loss_class_dn_0: 0.07577 loss_bbox_dn_0: 0.1729 loss_giou_dn_0: 0.424 loss_class_dn_1: 0.04628 loss_bbox_dn_1: 0.1197 loss_giou_dn_1: 0.3255 loss_class_dn_2: 0.03428 loss_bbox_dn_2: 0.1061 loss_giou_dn_2: 0.2947 loss_class_dn_3: 0.02914 loss_bbox_dn_3: 0.103 loss_giou_dn_3: 0.2885 loss_class_dn_4: 0.02628 loss_bbox_dn_4: 0.1022 loss_giou_dn_4: 0.2869 time: 1.1236 data_time: 0.1005 lr: 1e-06 max_mem: 43695M [05/22 15:20:32 d2.utils.events]: eta: 1:21:47 iter: 220549 total_loss: 7.376 loss_class: 0.2023 loss_bbox: 0.09008 loss_giou: 0.3244 loss_class_0: 0.2271 loss_bbox_0: 0.1003 loss_giou_0: 0.3437 loss_class_1: 0.2185 loss_bbox_1: 0.09353 loss_giou_1: 0.3342 loss_class_2: 0.2116 loss_bbox_2: 0.09009 loss_giou_2: 0.3285 loss_class_3: 0.2071 loss_bbox_3: 0.08919 loss_giou_3: 0.3252 loss_class_4: 0.204 loss_bbox_4: 0.08946 loss_giou_4: 0.3241 loss_class_enc: 0.2439 loss_bbox_enc: 0.1058 loss_giou_enc: 0.3591 loss_class_dn: 0.02754 loss_bbox_dn: 0.09929 loss_giou_dn: 0.2874 loss_class_dn_0: 0.07915 loss_bbox_dn_0: 0.1758 loss_giou_dn_0: 0.4249 loss_class_dn_1: 0.04909 loss_bbox_dn_1: 0.1215 loss_giou_dn_1: 0.3274 loss_class_dn_2: 0.03678 loss_bbox_dn_2: 0.1046 loss_giou_dn_2: 0.2965 loss_class_dn_3: 0.03188 loss_bbox_dn_3: 0.1006 loss_giou_dn_3: 0.2888 loss_class_dn_4: 0.0284 loss_bbox_dn_4: 0.09919 loss_giou_dn_4: 0.2873 time: 1.1237 data_time: 0.0999 lr: 1e-06 max_mem: 43695M [05/22 15:21:30 d2.utils.events]: eta: 1:20:53 iter: 220599 total_loss: 7.584 loss_class: 0.2055 loss_bbox: 0.09113 loss_giou: 0.3311 loss_class_0: 0.2275 loss_bbox_0: 0.1009 loss_giou_0: 0.3488 loss_class_1: 0.2192 loss_bbox_1: 0.09579 loss_giou_1: 0.3395 loss_class_2: 0.2102 loss_bbox_2: 0.09261 loss_giou_2: 0.333 loss_class_3: 0.2077 loss_bbox_3: 0.09158 loss_giou_3: 0.3308 loss_class_4: 0.2054 loss_bbox_4: 0.09065 loss_giou_4: 0.329 loss_class_enc: 0.2442 loss_bbox_enc: 0.1071 loss_giou_enc: 0.364 loss_class_dn: 0.02638 loss_bbox_dn: 0.1029 loss_giou_dn: 0.2956 loss_class_dn_0: 0.07612 loss_bbox_dn_0: 0.1847 loss_giou_dn_0: 0.4315 loss_class_dn_1: 0.0454 loss_bbox_dn_1: 0.1276 loss_giou_dn_1: 0.3356 loss_class_dn_2: 0.03439 loss_bbox_dn_2: 0.107 loss_giou_dn_2: 0.3039 loss_class_dn_3: 0.02942 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.297 loss_class_dn_4: 0.02708 loss_bbox_dn_4: 0.1028 loss_giou_dn_4: 0.2952 time: 1.1237 data_time: 0.0964 lr: 1e-06 max_mem: 43695M [05/22 15:22:30 d2.utils.events]: eta: 1:20:03 iter: 220649 total_loss: 7.302 loss_class: 0.1936 loss_bbox: 0.08922 loss_giou: 0.3206 loss_class_0: 0.2113 loss_bbox_0: 0.0987 loss_giou_0: 0.3416 loss_class_1: 0.2025 loss_bbox_1: 0.09343 loss_giou_1: 0.3302 loss_class_2: 0.198 loss_bbox_2: 0.09188 loss_giou_2: 0.3252 loss_class_3: 0.1967 loss_bbox_3: 0.08978 loss_giou_3: 0.323 loss_class_4: 0.1942 loss_bbox_4: 0.08954 loss_giou_4: 0.3205 loss_class_enc: 0.2318 loss_bbox_enc: 0.1057 loss_giou_enc: 0.3575 loss_class_dn: 0.02507 loss_bbox_dn: 0.1002 loss_giou_dn: 0.2859 loss_class_dn_0: 0.07493 loss_bbox_dn_0: 0.1728 loss_giou_dn_0: 0.4241 loss_class_dn_1: 0.04663 loss_bbox_dn_1: 0.1167 loss_giou_dn_1: 0.325 loss_class_dn_2: 0.0343 loss_bbox_dn_2: 0.1043 loss_giou_dn_2: 0.2938 loss_class_dn_3: 0.03018 loss_bbox_dn_3: 0.1007 loss_giou_dn_3: 0.2875 loss_class_dn_4: 0.02647 loss_bbox_dn_4: 0.1002 loss_giou_dn_4: 0.2861 time: 1.1237 data_time: 0.0998 lr: 1e-06 max_mem: 43695M [05/22 15:23:26 d2.utils.events]: eta: 1:19:09 iter: 220699 total_loss: 7.455 loss_class: 0.1993 loss_bbox: 0.09291 loss_giou: 0.3307 loss_class_0: 0.2241 loss_bbox_0: 0.1014 loss_giou_0: 0.3494 loss_class_1: 0.2129 loss_bbox_1: 0.09594 loss_giou_1: 0.3419 loss_class_2: 0.2075 loss_bbox_2: 0.09347 loss_giou_2: 0.3335 loss_class_3: 0.2052 loss_bbox_3: 0.09352 loss_giou_3: 0.3323 loss_class_4: 0.2015 loss_bbox_4: 0.09307 loss_giou_4: 0.3304 loss_class_enc: 0.2409 loss_bbox_enc: 0.1092 loss_giou_enc: 0.3639 loss_class_dn: 0.02583 loss_bbox_dn: 0.1053 loss_giou_dn: 0.294 loss_class_dn_0: 0.0754 loss_bbox_dn_0: 0.184 loss_giou_dn_0: 0.4332 loss_class_dn_1: 0.04629 loss_bbox_dn_1: 0.1275 loss_giou_dn_1: 0.3332 loss_class_dn_2: 0.03452 loss_bbox_dn_2: 0.1096 loss_giou_dn_2: 0.3029 loss_class_dn_3: 0.0291 loss_bbox_dn_3: 0.1059 loss_giou_dn_3: 0.2959 loss_class_dn_4: 0.02679 loss_bbox_dn_4: 0.1053 loss_giou_dn_4: 0.294 time: 1.1237 data_time: 0.0970 lr: 1e-06 max_mem: 43695M [05/22 15:24:24 d2.utils.events]: eta: 1:18:11 iter: 220749 total_loss: 7.3 loss_class: 0.1927 loss_bbox: 0.09065 loss_giou: 0.3249 loss_class_0: 0.2166 loss_bbox_0: 0.1012 loss_giou_0: 0.3452 loss_class_1: 0.205 loss_bbox_1: 0.09545 loss_giou_1: 0.3338 loss_class_2: 0.1987 loss_bbox_2: 0.09175 loss_giou_2: 0.329 loss_class_3: 0.1969 loss_bbox_3: 0.09069 loss_giou_3: 0.3258 loss_class_4: 0.1941 loss_bbox_4: 0.09103 loss_giou_4: 0.3243 loss_class_enc: 0.2334 loss_bbox_enc: 0.1074 loss_giou_enc: 0.3581 loss_class_dn: 0.02329 loss_bbox_dn: 0.106 loss_giou_dn: 0.2853 loss_class_dn_0: 0.07279 loss_bbox_dn_0: 0.1774 loss_giou_dn_0: 0.428 loss_class_dn_1: 0.04334 loss_bbox_dn_1: 0.1253 loss_giou_dn_1: 0.3256 loss_class_dn_2: 0.03207 loss_bbox_dn_2: 0.1088 loss_giou_dn_2: 0.296 loss_class_dn_3: 0.02751 loss_bbox_dn_3: 0.1068 loss_giou_dn_3: 0.2881 loss_class_dn_4: 0.02418 loss_bbox_dn_4: 0.106 loss_giou_dn_4: 0.2853 time: 1.1237 data_time: 0.0994 lr: 1e-06 max_mem: 43695M [05/22 15:25:25 d2.utils.events]: eta: 1:17:26 iter: 220799 total_loss: 7.499 loss_class: 0.1968 loss_bbox: 0.09253 loss_giou: 0.3309 loss_class_0: 0.2216 loss_bbox_0: 0.1023 loss_giou_0: 0.3506 loss_class_1: 0.2117 loss_bbox_1: 0.09685 loss_giou_1: 0.3419 loss_class_2: 0.2064 loss_bbox_2: 0.0944 loss_giou_2: 0.3372 loss_class_3: 0.2035 loss_bbox_3: 0.09309 loss_giou_3: 0.3336 loss_class_4: 0.1981 loss_bbox_4: 0.0924 loss_giou_4: 0.331 loss_class_enc: 0.2378 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3636 loss_class_dn: 0.02522 loss_bbox_dn: 0.1065 loss_giou_dn: 0.2932 loss_class_dn_0: 0.07619 loss_bbox_dn_0: 0.1859 loss_giou_dn_0: 0.4355 loss_class_dn_1: 0.04613 loss_bbox_dn_1: 0.1277 loss_giou_dn_1: 0.3356 loss_class_dn_2: 0.03457 loss_bbox_dn_2: 0.1106 loss_giou_dn_2: 0.3012 loss_class_dn_3: 0.02926 loss_bbox_dn_3: 0.1074 loss_giou_dn_3: 0.2953 loss_class_dn_4: 0.02628 loss_bbox_dn_4: 0.1065 loss_giou_dn_4: 0.2933 time: 1.1237 data_time: 0.0968 lr: 1e-06 max_mem: 43695M [05/22 15:26:26 d2.utils.events]: eta: 1:16:30 iter: 220849 total_loss: 7.205 loss_class: 0.1903 loss_bbox: 0.08869 loss_giou: 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loss_class_0: 0.2183 loss_bbox_0: 0.09581 loss_giou_0: 0.3381 loss_class_1: 0.2052 loss_bbox_1: 0.09038 loss_giou_1: 0.3295 loss_class_2: 0.1998 loss_bbox_2: 0.08939 loss_giou_2: 0.3238 loss_class_3: 0.1964 loss_bbox_3: 0.08837 loss_giou_3: 0.3235 loss_class_4: 0.1943 loss_bbox_4: 0.0872 loss_giou_4: 0.3231 loss_class_enc: 0.234 loss_bbox_enc: 0.1027 loss_giou_enc: 0.3503 loss_class_dn: 0.02592 loss_bbox_dn: 0.09905 loss_giou_dn: 0.28 loss_class_dn_0: 0.07399 loss_bbox_dn_0: 0.1698 loss_giou_dn_0: 0.4158 loss_class_dn_1: 0.04384 loss_bbox_dn_1: 0.1206 loss_giou_dn_1: 0.317 loss_class_dn_2: 0.03417 loss_bbox_dn_2: 0.104 loss_giou_dn_2: 0.2875 loss_class_dn_3: 0.02956 loss_bbox_dn_3: 0.1002 loss_giou_dn_3: 0.2815 loss_class_dn_4: 0.02696 loss_bbox_dn_4: 0.09908 loss_giou_dn_4: 0.28 time: 1.1237 data_time: 0.0971 lr: 1e-06 max_mem: 43695M [05/22 15:28:20 d2.utils.events]: eta: 1:14:36 iter: 220949 total_loss: 7.38 loss_class: 0.1964 loss_bbox: 0.09058 loss_giou: 0.3296 loss_class_0: 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loss_bbox_0: 0.1008 loss_giou_0: 0.3656 loss_class_1: 0.2121 loss_bbox_1: 0.09587 loss_giou_1: 0.3537 loss_class_2: 0.2051 loss_bbox_2: 0.09237 loss_giou_2: 0.3482 loss_class_3: 0.2035 loss_bbox_3: 0.09024 loss_giou_3: 0.3461 loss_class_4: 0.2009 loss_bbox_4: 0.08934 loss_giou_4: 0.3448 loss_class_enc: 0.2389 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3777 loss_class_dn: 0.02609 loss_bbox_dn: 0.1021 loss_giou_dn: 0.301 loss_class_dn_0: 0.07501 loss_bbox_dn_0: 0.1784 loss_giou_dn_0: 0.4446 loss_class_dn_1: 0.04595 loss_bbox_dn_1: 0.1227 loss_giou_dn_1: 0.3411 loss_class_dn_2: 0.03458 loss_bbox_dn_2: 0.1078 loss_giou_dn_2: 0.3124 loss_class_dn_3: 0.03006 loss_bbox_dn_3: 0.1039 loss_giou_dn_3: 0.3034 loss_class_dn_4: 0.02681 loss_bbox_dn_4: 0.102 loss_giou_dn_4: 0.301 time: 1.1237 data_time: 0.0984 lr: 1e-06 max_mem: 43695M [05/22 15:30:15 d2.utils.events]: eta: 1:13:00 iter: 221049 total_loss: 7.423 loss_class: 0.2014 loss_bbox: 0.09317 loss_giou: 0.3217 loss_class_0: 0.2245 loss_bbox_0: 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loss_class_1: 0.2121 loss_bbox_1: 0.09224 loss_giou_1: 0.3444 loss_class_2: 0.2055 loss_bbox_2: 0.08952 loss_giou_2: 0.3418 loss_class_3: 0.2035 loss_bbox_3: 0.08834 loss_giou_3: 0.3385 loss_class_4: 0.2005 loss_bbox_4: 0.08753 loss_giou_4: 0.3383 loss_class_enc: 0.2354 loss_bbox_enc: 0.1044 loss_giou_enc: 0.3667 loss_class_dn: 0.02599 loss_bbox_dn: 0.1011 loss_giou_dn: 0.2908 loss_class_dn_0: 0.07658 loss_bbox_dn_0: 0.1752 loss_giou_dn_0: 0.4314 loss_class_dn_1: 0.04679 loss_bbox_dn_1: 0.1229 loss_giou_dn_1: 0.3324 loss_class_dn_2: 0.03504 loss_bbox_dn_2: 0.106 loss_giou_dn_2: 0.3008 loss_class_dn_3: 0.03015 loss_bbox_dn_3: 0.1025 loss_giou_dn_3: 0.2925 loss_class_dn_4: 0.02701 loss_bbox_dn_4: 0.1012 loss_giou_dn_4: 0.2908 time: 1.1237 data_time: 0.0986 lr: 1e-06 max_mem: 43695M [05/22 15:33:09 d2.utils.events]: eta: 1:10:13 iter: 221199 total_loss: 7.466 loss_class: 0.2025 loss_bbox: 0.09083 loss_giou: 0.3329 loss_class_0: 0.2289 loss_bbox_0: 0.1002 loss_giou_0: 0.352 loss_class_1: 0.2178 loss_bbox_1: 0.09482 loss_giou_1: 0.3429 loss_class_2: 0.2104 loss_bbox_2: 0.09092 loss_giou_2: 0.3379 loss_class_3: 0.2087 loss_bbox_3: 0.09038 loss_giou_3: 0.3342 loss_class_4: 0.2042 loss_bbox_4: 0.09058 loss_giou_4: 0.3334 loss_class_enc: 0.2461 loss_bbox_enc: 0.1067 loss_giou_enc: 0.3712 loss_class_dn: 0.02623 loss_bbox_dn: 0.0978 loss_giou_dn: 0.295 loss_class_dn_0: 0.07909 loss_bbox_dn_0: 0.1755 loss_giou_dn_0: 0.4323 loss_class_dn_1: 0.04719 loss_bbox_dn_1: 0.1209 loss_giou_dn_1: 0.3333 loss_class_dn_2: 0.03497 loss_bbox_dn_2: 0.1029 loss_giou_dn_2: 0.3025 loss_class_dn_3: 0.02964 loss_bbox_dn_3: 0.09895 loss_giou_dn_3: 0.2967 loss_class_dn_4: 0.02738 loss_bbox_dn_4: 0.09777 loss_giou_dn_4: 0.295 time: 1.1237 data_time: 0.0944 lr: 1e-06 max_mem: 43695M [05/22 15:34:06 d2.utils.events]: eta: 1:09:18 iter: 221249 total_loss: 7.447 loss_class: 0.2042 loss_bbox: 0.09175 loss_giou: 0.3279 loss_class_0: 0.2274 loss_bbox_0: 0.1002 loss_giou_0: 0.3442 loss_class_1: 0.2179 loss_bbox_1: 0.09424 loss_giou_1: 0.3345 loss_class_2: 0.2094 loss_bbox_2: 0.09245 loss_giou_2: 0.331 loss_class_3: 0.2089 loss_bbox_3: 0.09101 loss_giou_3: 0.3291 loss_class_4: 0.2054 loss_bbox_4: 0.09247 loss_giou_4: 0.3291 loss_class_enc: 0.2431 loss_bbox_enc: 0.1047 loss_giou_enc: 0.3565 loss_class_dn: 0.02665 loss_bbox_dn: 0.1033 loss_giou_dn: 0.2875 loss_class_dn_0: 0.07713 loss_bbox_dn_0: 0.1792 loss_giou_dn_0: 0.4305 loss_class_dn_1: 0.04887 loss_bbox_dn_1: 0.1241 loss_giou_dn_1: 0.3281 loss_class_dn_2: 0.03664 loss_bbox_dn_2: 0.1086 loss_giou_dn_2: 0.2977 loss_class_dn_3: 0.03141 loss_bbox_dn_3: 0.1049 loss_giou_dn_3: 0.2896 loss_class_dn_4: 0.02803 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.2875 time: 1.1237 data_time: 0.0957 lr: 1e-06 max_mem: 43695M [05/22 15:35:04 d2.utils.events]: eta: 1:08:26 iter: 221299 total_loss: 7.403 loss_class: 0.2031 loss_bbox: 0.09243 loss_giou: 0.3313 loss_class_0: 0.2223 loss_bbox_0: 0.1026 loss_giou_0: 0.3488 loss_class_1: 0.2145 loss_bbox_1: 0.09559 loss_giou_1: 0.3386 loss_class_2: 0.2084 loss_bbox_2: 0.09417 loss_giou_2: 0.3371 loss_class_3: 0.2082 loss_bbox_3: 0.09227 loss_giou_3: 0.3329 loss_class_4: 0.2042 loss_bbox_4: 0.09199 loss_giou_4: 0.331 loss_class_enc: 0.2391 loss_bbox_enc: 0.1095 loss_giou_enc: 0.3615 loss_class_dn: 0.0283 loss_bbox_dn: 0.1026 loss_giou_dn: 0.2889 loss_class_dn_0: 0.07997 loss_bbox_dn_0: 0.185 loss_giou_dn_0: 0.4289 loss_class_dn_1: 0.04754 loss_bbox_dn_1: 0.1256 loss_giou_dn_1: 0.3267 loss_class_dn_2: 0.03697 loss_bbox_dn_2: 0.1075 loss_giou_dn_2: 0.2971 loss_class_dn_3: 0.03146 loss_bbox_dn_3: 0.1037 loss_giou_dn_3: 0.2915 loss_class_dn_4: 0.02921 loss_bbox_dn_4: 0.1026 loss_giou_dn_4: 0.289 time: 1.1237 data_time: 0.1026 lr: 1e-06 max_mem: 43695M [05/22 15:36:01 d2.utils.events]: eta: 1:07:31 iter: 221349 total_loss: 7.345 loss_class: 0.1937 loss_bbox: 0.08905 loss_giou: 0.3263 loss_class_0: 0.2136 loss_bbox_0: 0.09848 loss_giou_0: 0.3447 loss_class_1: 0.2044 loss_bbox_1: 0.09325 loss_giou_1: 0.3355 loss_class_2: 0.1985 loss_bbox_2: 0.0907 loss_giou_2: 0.3286 loss_class_3: 0.1976 loss_bbox_3: 0.08935 loss_giou_3: 0.3266 loss_class_4: 0.1961 loss_bbox_4: 0.08954 loss_giou_4: 0.3256 loss_class_enc: 0.2339 loss_bbox_enc: 0.1038 loss_giou_enc: 0.3572 loss_class_dn: 0.02399 loss_bbox_dn: 0.1026 loss_giou_dn: 0.2925 loss_class_dn_0: 0.07313 loss_bbox_dn_0: 0.1739 loss_giou_dn_0: 0.4309 loss_class_dn_1: 0.04334 loss_bbox_dn_1: 0.1217 loss_giou_dn_1: 0.331 loss_class_dn_2: 0.03132 loss_bbox_dn_2: 0.1074 loss_giou_dn_2: 0.3006 loss_class_dn_3: 0.02713 loss_bbox_dn_3: 0.1039 loss_giou_dn_3: 0.2946 loss_class_dn_4: 0.02445 loss_bbox_dn_4: 0.1026 loss_giou_dn_4: 0.2925 time: 1.1237 data_time: 0.1047 lr: 1e-06 max_mem: 43695M [05/22 15:36:58 d2.utils.events]: eta: 1:06:35 iter: 221399 total_loss: 7.399 loss_class: 0.1974 loss_bbox: 0.08873 loss_giou: 0.3312 loss_class_0: 0.2202 loss_bbox_0: 0.09767 loss_giou_0: 0.3524 loss_class_1: 0.2095 loss_bbox_1: 0.09201 loss_giou_1: 0.3405 loss_class_2: 0.205 loss_bbox_2: 0.08965 loss_giou_2: 0.336 loss_class_3: 0.2012 loss_bbox_3: 0.0887 loss_giou_3: 0.3317 loss_class_4: 0.1978 loss_bbox_4: 0.08853 loss_giou_4: 0.3309 loss_class_enc: 0.2378 loss_bbox_enc: 0.1039 loss_giou_enc: 0.3638 loss_class_dn: 0.02616 loss_bbox_dn: 0.0973 loss_giou_dn: 0.2886 loss_class_dn_0: 0.07359 loss_bbox_dn_0: 0.1718 loss_giou_dn_0: 0.4298 loss_class_dn_1: 0.0453 loss_bbox_dn_1: 0.1182 loss_giou_dn_1: 0.3298 loss_class_dn_2: 0.03442 loss_bbox_dn_2: 0.1036 loss_giou_dn_2: 0.299 loss_class_dn_3: 0.03011 loss_bbox_dn_3: 0.09911 loss_giou_dn_3: 0.2912 loss_class_dn_4: 0.02707 loss_bbox_dn_4: 0.09736 loss_giou_dn_4: 0.2888 time: 1.1237 data_time: 0.0977 lr: 1e-06 max_mem: 43695M [05/22 15:37:55 d2.utils.events]: eta: 1:05:41 iter: 221449 total_loss: 7.383 loss_class: 0.1936 loss_bbox: 0.08849 loss_giou: 0.3274 loss_class_0: 0.2179 loss_bbox_0: 0.09896 loss_giou_0: 0.3466 loss_class_1: 0.2086 loss_bbox_1: 0.09249 loss_giou_1: 0.3346 loss_class_2: 0.2026 loss_bbox_2: 0.09015 loss_giou_2: 0.3308 loss_class_3: 0.1985 loss_bbox_3: 0.08963 loss_giou_3: 0.3267 loss_class_4: 0.1944 loss_bbox_4: 0.08846 loss_giou_4: 0.3266 loss_class_enc: 0.2352 loss_bbox_enc: 0.1052 loss_giou_enc: 0.361 loss_class_dn: 0.02585 loss_bbox_dn: 0.1026 loss_giou_dn: 0.2904 loss_class_dn_0: 0.07595 loss_bbox_dn_0: 0.1734 loss_giou_dn_0: 0.4291 loss_class_dn_1: 0.04722 loss_bbox_dn_1: 0.1221 loss_giou_dn_1: 0.3273 loss_class_dn_2: 0.03328 loss_bbox_dn_2: 0.1069 loss_giou_dn_2: 0.2983 loss_class_dn_3: 0.02872 loss_bbox_dn_3: 0.1039 loss_giou_dn_3: 0.2917 loss_class_dn_4: 0.02629 loss_bbox_dn_4: 0.1026 loss_giou_dn_4: 0.2904 time: 1.1237 data_time: 0.0996 lr: 1e-06 max_mem: 43695M [05/22 15:38:52 d2.utils.events]: eta: 1:04:53 iter: 221499 total_loss: 7.419 loss_class: 0.1986 loss_bbox: 0.08947 loss_giou: 0.3358 loss_class_0: 0.2204 loss_bbox_0: 0.09848 loss_giou_0: 0.352 loss_class_1: 0.2112 loss_bbox_1: 0.09266 loss_giou_1: 0.3441 loss_class_2: 0.2072 loss_bbox_2: 0.08961 loss_giou_2: 0.3384 loss_class_3: 0.2039 loss_bbox_3: 0.08972 loss_giou_3: 0.3384 loss_class_4: 0.1996 loss_bbox_4: 0.08953 loss_giou_4: 0.3358 loss_class_enc: 0.2352 loss_bbox_enc: 0.1048 loss_giou_enc: 0.3647 loss_class_dn: 0.02526 loss_bbox_dn: 0.0993 loss_giou_dn: 0.2892 loss_class_dn_0: 0.07434 loss_bbox_dn_0: 0.1719 loss_giou_dn_0: 0.4268 loss_class_dn_1: 0.04564 loss_bbox_dn_1: 0.1204 loss_giou_dn_1: 0.3249 loss_class_dn_2: 0.03311 loss_bbox_dn_2: 0.1042 loss_giou_dn_2: 0.2965 loss_class_dn_3: 0.02837 loss_bbox_dn_3: 0.1003 loss_giou_dn_3: 0.2902 loss_class_dn_4: 0.02599 loss_bbox_dn_4: 0.09922 loss_giou_dn_4: 0.2888 time: 1.1237 data_time: 0.1017 lr: 1e-06 max_mem: 43695M [05/22 15:39:50 d2.utils.events]: eta: 1:03:56 iter: 221549 total_loss: 7.453 loss_class: 0.203 loss_bbox: 0.09195 loss_giou: 0.332 loss_class_0: 0.2242 loss_bbox_0: 0.1002 loss_giou_0: 0.3476 loss_class_1: 0.215 loss_bbox_1: 0.09601 loss_giou_1: 0.3373 loss_class_2: 0.2079 loss_bbox_2: 0.09373 loss_giou_2: 0.3364 loss_class_3: 0.2049 loss_bbox_3: 0.09316 loss_giou_3: 0.3329 loss_class_4: 0.2034 loss_bbox_4: 0.09215 loss_giou_4: 0.3325 loss_class_enc: 0.2398 loss_bbox_enc: 0.1076 loss_giou_enc: 0.3627 loss_class_dn: 0.02768 loss_bbox_dn: 0.103 loss_giou_dn: 0.2917 loss_class_dn_0: 0.07755 loss_bbox_dn_0: 0.1791 loss_giou_dn_0: 0.428 loss_class_dn_1: 0.04646 loss_bbox_dn_1: 0.1233 loss_giou_dn_1: 0.3307 loss_class_dn_2: 0.03613 loss_bbox_dn_2: 0.1081 loss_giou_dn_2: 0.3016 loss_class_dn_3: 0.03131 loss_bbox_dn_3: 0.104 loss_giou_dn_3: 0.2932 loss_class_dn_4: 0.02852 loss_bbox_dn_4: 0.1031 loss_giou_dn_4: 0.2917 time: 1.1237 data_time: 0.0975 lr: 1e-06 max_mem: 43695M [05/22 15:40:46 d2.utils.events]: eta: 1:02:56 iter: 221599 total_loss: 7.317 loss_class: 0.1912 loss_bbox: 0.09207 loss_giou: 0.325 loss_class_0: 0.2145 loss_bbox_0: 0.1023 loss_giou_0: 0.3426 loss_class_1: 0.2037 loss_bbox_1: 0.0965 loss_giou_1: 0.3323 loss_class_2: 0.1994 loss_bbox_2: 0.09391 loss_giou_2: 0.3297 loss_class_3: 0.1964 loss_bbox_3: 0.09239 loss_giou_3: 0.3262 loss_class_4: 0.1934 loss_bbox_4: 0.09267 loss_giou_4: 0.3244 loss_class_enc: 0.2293 loss_bbox_enc: 0.1063 loss_giou_enc: 0.3581 loss_class_dn: 0.02523 loss_bbox_dn: 0.1069 loss_giou_dn: 0.2876 loss_class_dn_0: 0.07561 loss_bbox_dn_0: 0.1842 loss_giou_dn_0: 0.4269 loss_class_dn_1: 0.04627 loss_bbox_dn_1: 0.1289 loss_giou_dn_1: 0.3272 loss_class_dn_2: 0.03375 loss_bbox_dn_2: 0.1104 loss_giou_dn_2: 0.2971 loss_class_dn_3: 0.02903 loss_bbox_dn_3: 0.1087 loss_giou_dn_3: 0.2892 loss_class_dn_4: 0.02591 loss_bbox_dn_4: 0.1069 loss_giou_dn_4: 0.2874 time: 1.1237 data_time: 0.0984 lr: 1e-06 max_mem: 43695M [05/22 15:41:43 d2.utils.events]: eta: 1:01:58 iter: 221649 total_loss: 7.395 loss_class: 0.1957 loss_bbox: 0.09095 loss_giou: 0.328 loss_class_0: 0.2169 loss_bbox_0: 0.09977 loss_giou_0: 0.3456 loss_class_1: 0.2081 loss_bbox_1: 0.09375 loss_giou_1: 0.3347 loss_class_2: 0.2034 loss_bbox_2: 0.09207 loss_giou_2: 0.3297 loss_class_3: 0.1993 loss_bbox_3: 0.09144 loss_giou_3: 0.3278 loss_class_4: 0.1966 loss_bbox_4: 0.09062 loss_giou_4: 0.3275 loss_class_enc: 0.2357 loss_bbox_enc: 0.1052 loss_giou_enc: 0.3586 loss_class_dn: 0.02604 loss_bbox_dn: 0.1024 loss_giou_dn: 0.2882 loss_class_dn_0: 0.07697 loss_bbox_dn_0: 0.1756 loss_giou_dn_0: 0.4294 loss_class_dn_1: 0.04472 loss_bbox_dn_1: 0.1216 loss_giou_dn_1: 0.3295 loss_class_dn_2: 0.03365 loss_bbox_dn_2: 0.1068 loss_giou_dn_2: 0.2991 loss_class_dn_3: 0.02897 loss_bbox_dn_3: 0.1036 loss_giou_dn_3: 0.2905 loss_class_dn_4: 0.02682 loss_bbox_dn_4: 0.1023 loss_giou_dn_4: 0.288 time: 1.1237 data_time: 0.0978 lr: 1e-06 max_mem: 43695M [05/22 15:42:40 d2.utils.events]: eta: 1:01:03 iter: 221699 total_loss: 7.498 loss_class: 0.199 loss_bbox: 0.09099 loss_giou: 0.326 loss_class_0: 0.224 loss_bbox_0: 0.1003 loss_giou_0: 0.3479 loss_class_1: 0.2136 loss_bbox_1: 0.09563 loss_giou_1: 0.3354 loss_class_2: 0.2088 loss_bbox_2: 0.09241 loss_giou_2: 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loss_class_4: 0.2051 loss_bbox_4: 0.09123 loss_giou_4: 0.3357 loss_class_enc: 0.2465 loss_bbox_enc: 0.1047 loss_giou_enc: 0.3666 loss_class_dn: 0.0264 loss_bbox_dn: 0.1018 loss_giou_dn: 0.2951 loss_class_dn_0: 0.07517 loss_bbox_dn_0: 0.1684 loss_giou_dn_0: 0.4363 loss_class_dn_1: 0.04625 loss_bbox_dn_1: 0.1217 loss_giou_dn_1: 0.3364 loss_class_dn_2: 0.03524 loss_bbox_dn_2: 0.1049 loss_giou_dn_2: 0.3051 loss_class_dn_3: 0.0315 loss_bbox_dn_3: 0.1027 loss_giou_dn_3: 0.2971 loss_class_dn_4: 0.0277 loss_bbox_dn_4: 0.1019 loss_giou_dn_4: 0.295 time: 1.1237 data_time: 0.0972 lr: 1e-06 max_mem: 43695M [05/22 15:48:31 d2.utils.events]: eta: 0:55:17 iter: 221999 total_loss: 7.397 loss_class: 0.196 loss_bbox: 0.08953 loss_giou: 0.3288 loss_class_0: 0.2198 loss_bbox_0: 0.1007 loss_giou_0: 0.3477 loss_class_1: 0.21 loss_bbox_1: 0.09526 loss_giou_1: 0.3388 loss_class_2: 0.2037 loss_bbox_2: 0.0912 loss_giou_2: 0.3338 loss_class_3: 0.2008 loss_bbox_3: 0.0892 loss_giou_3: 0.3301 loss_class_4: 0.1966 loss_bbox_4: 0.0891 loss_giou_4: 0.3298 loss_class_enc: 0.2376 loss_bbox_enc: 0.1074 loss_giou_enc: 0.3621 loss_class_dn: 0.02722 loss_bbox_dn: 0.1051 loss_giou_dn: 0.2898 loss_class_dn_0: 0.07604 loss_bbox_dn_0: 0.1775 loss_giou_dn_0: 0.429 loss_class_dn_1: 0.04662 loss_bbox_dn_1: 0.1245 loss_giou_dn_1: 0.3286 loss_class_dn_2: 0.03477 loss_bbox_dn_2: 0.1087 loss_giou_dn_2: 0.2988 loss_class_dn_3: 0.03024 loss_bbox_dn_3: 0.1059 loss_giou_dn_3: 0.2918 loss_class_dn_4: 0.02813 loss_bbox_dn_4: 0.1052 loss_giou_dn_4: 0.29 time: 1.1237 data_time: 0.0950 lr: 1e-06 max_mem: 43695M [05/22 15:49:28 d2.utils.events]: eta: 0:54:24 iter: 222049 total_loss: 7.35 loss_class: 0.1997 loss_bbox: 0.08739 loss_giou: 0.3247 loss_class_0: 0.2178 loss_bbox_0: 0.09841 loss_giou_0: 0.3503 loss_class_1: 0.2099 loss_bbox_1: 0.0928 loss_giou_1: 0.3342 loss_class_2: 0.2057 loss_bbox_2: 0.08854 loss_giou_2: 0.3281 loss_class_3: 0.2046 loss_bbox_3: 0.08819 loss_giou_3: 0.3254 loss_class_4: 0.2011 loss_bbox_4: 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loss_giou_4: 0.3337 loss_class_enc: 0.2398 loss_bbox_enc: 0.1087 loss_giou_enc: 0.3661 loss_class_dn: 0.02481 loss_bbox_dn: 0.09894 loss_giou_dn: 0.2883 loss_class_dn_0: 0.07678 loss_bbox_dn_0: 0.1766 loss_giou_dn_0: 0.4263 loss_class_dn_1: 0.04583 loss_bbox_dn_1: 0.1206 loss_giou_dn_1: 0.3265 loss_class_dn_2: 0.03364 loss_bbox_dn_2: 0.1037 loss_giou_dn_2: 0.297 loss_class_dn_3: 0.02881 loss_bbox_dn_3: 0.1004 loss_giou_dn_3: 0.2903 loss_class_dn_4: 0.02559 loss_bbox_dn_4: 0.09896 loss_giou_dn_4: 0.2884 time: 1.1238 data_time: 0.0998 lr: 1e-06 max_mem: 43695M [05/22 15:51:22 d2.utils.events]: eta: 0:52:34 iter: 222149 total_loss: 7.508 loss_class: 0.1999 loss_bbox: 0.08975 loss_giou: 0.3349 loss_class_0: 0.2194 loss_bbox_0: 0.09911 loss_giou_0: 0.3522 loss_class_1: 0.2106 loss_bbox_1: 0.09321 loss_giou_1: 0.3431 loss_class_2: 0.2051 loss_bbox_2: 0.09082 loss_giou_2: 0.336 loss_class_3: 0.2049 loss_bbox_3: 0.09083 loss_giou_3: 0.3355 loss_class_4: 0.2009 loss_bbox_4: 0.0902 loss_giou_4: 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loss_class_enc: 0.235 loss_bbox_enc: 0.1033 loss_giou_enc: 0.3634 loss_class_dn: 0.02421 loss_bbox_dn: 0.09816 loss_giou_dn: 0.2847 loss_class_dn_0: 0.07398 loss_bbox_dn_0: 0.1729 loss_giou_dn_0: 0.4272 loss_class_dn_1: 0.04378 loss_bbox_dn_1: 0.1192 loss_giou_dn_1: 0.3232 loss_class_dn_2: 0.03248 loss_bbox_dn_2: 0.1027 loss_giou_dn_2: 0.2935 loss_class_dn_3: 0.028 loss_bbox_dn_3: 0.0999 loss_giou_dn_3: 0.2863 loss_class_dn_4: 0.02505 loss_bbox_dn_4: 0.09813 loss_giou_dn_4: 0.2847 time: 1.1238 data_time: 0.0986 lr: 1e-06 max_mem: 43695M [05/22 15:53:16 d2.utils.events]: eta: 0:50:44 iter: 222249 total_loss: 7.489 loss_class: 0.2006 loss_bbox: 0.0902 loss_giou: 0.3298 loss_class_0: 0.2229 loss_bbox_0: 0.101 loss_giou_0: 0.3496 loss_class_1: 0.212 loss_bbox_1: 0.09463 loss_giou_1: 0.3383 loss_class_2: 0.2074 loss_bbox_2: 0.09147 loss_giou_2: 0.3345 loss_class_3: 0.2054 loss_bbox_3: 0.09035 loss_giou_3: 0.331 loss_class_4: 0.2018 loss_bbox_4: 0.09036 loss_giou_4: 0.33 loss_class_enc: 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loss_giou_dn_4: 0.2915 time: 1.1239 data_time: 0.0979 lr: 1e-06 max_mem: 43695M [05/22 16:35:36 d2.utils.events]: eta: 0:10:08 iter: 224449 total_loss: 7.401 loss_class: 0.2041 loss_bbox: 0.08912 loss_giou: 0.3276 loss_class_0: 0.226 loss_bbox_0: 0.1002 loss_giou_0: 0.3502 loss_class_1: 0.2168 loss_bbox_1: 0.0934 loss_giou_1: 0.3399 loss_class_2: 0.212 loss_bbox_2: 0.09002 loss_giou_2: 0.3329 loss_class_3: 0.2086 loss_bbox_3: 0.08921 loss_giou_3: 0.3291 loss_class_4: 0.2063 loss_bbox_4: 0.08895 loss_giou_4: 0.3283 loss_class_enc: 0.2436 loss_bbox_enc: 0.1046 loss_giou_enc: 0.3649 loss_class_dn: 0.02471 loss_bbox_dn: 0.1016 loss_giou_dn: 0.2856 loss_class_dn_0: 0.07248 loss_bbox_dn_0: 0.1771 loss_giou_dn_0: 0.4255 loss_class_dn_1: 0.04466 loss_bbox_dn_1: 0.1234 loss_giou_dn_1: 0.3265 loss_class_dn_2: 0.03308 loss_bbox_dn_2: 0.1063 loss_giou_dn_2: 0.2955 loss_class_dn_3: 0.02879 loss_bbox_dn_3: 0.1032 loss_giou_dn_3: 0.288 loss_class_dn_4: 0.0255 loss_bbox_dn_4: 0.1016 loss_giou_dn_4: 0.2856 time: 1.1239 data_time: 0.0967 lr: 1e-06 max_mem: 43695M [05/22 16:36:34 d2.utils.events]: eta: 0:09:13 iter: 224499 total_loss: 7.577 loss_class: 0.2025 loss_bbox: 0.08916 loss_giou: 0.3358 loss_class_0: 0.2277 loss_bbox_0: 0.09854 loss_giou_0: 0.355 loss_class_1: 0.218 loss_bbox_1: 0.09343 loss_giou_1: 0.3463 loss_class_2: 0.2139 loss_bbox_2: 0.09105 loss_giou_2: 0.339 loss_class_3: 0.2078 loss_bbox_3: 0.0894 loss_giou_3: 0.3379 loss_class_4: 0.2039 loss_bbox_4: 0.0887 loss_giou_4: 0.3355 loss_class_enc: 0.2469 loss_bbox_enc: 0.1044 loss_giou_enc: 0.3718 loss_class_dn: 0.02583 loss_bbox_dn: 0.09724 loss_giou_dn: 0.2939 loss_class_dn_0: 0.078 loss_bbox_dn_0: 0.17 loss_giou_dn_0: 0.4335 loss_class_dn_1: 0.04832 loss_bbox_dn_1: 0.1179 loss_giou_dn_1: 0.3319 loss_class_dn_2: 0.0352 loss_bbox_dn_2: 0.1022 loss_giou_dn_2: 0.3029 loss_class_dn_3: 0.03108 loss_bbox_dn_3: 0.09849 loss_giou_dn_3: 0.296 loss_class_dn_4: 0.02743 loss_bbox_dn_4: 0.09725 loss_giou_dn_4: 0.2935 time: 1.1239 data_time: 0.0984 lr: 1e-06 max_mem: 43695M [05/22 16:37:31 d2.utils.events]: eta: 0:08:17 iter: 224549 total_loss: 7.534 loss_class: 0.2027 loss_bbox: 0.09026 loss_giou: 0.3343 loss_class_0: 0.2269 loss_bbox_0: 0.09946 loss_giou_0: 0.3518 loss_class_1: 0.2175 loss_bbox_1: 0.0936 loss_giou_1: 0.343 loss_class_2: 0.2121 loss_bbox_2: 0.09113 loss_giou_2: 0.3385 loss_class_3: 0.2075 loss_bbox_3: 0.09115 loss_giou_3: 0.3351 loss_class_4: 0.2043 loss_bbox_4: 0.08998 loss_giou_4: 0.334 loss_class_enc: 0.2441 loss_bbox_enc: 0.1062 loss_giou_enc: 0.3642 loss_class_dn: 0.02879 loss_bbox_dn: 0.1001 loss_giou_dn: 0.2915 loss_class_dn_0: 0.07739 loss_bbox_dn_0: 0.1775 loss_giou_dn_0: 0.4331 loss_class_dn_1: 0.04939 loss_bbox_dn_1: 0.1238 loss_giou_dn_1: 0.3312 loss_class_dn_2: 0.03663 loss_bbox_dn_2: 0.1051 loss_giou_dn_2: 0.3006 loss_class_dn_3: 0.03179 loss_bbox_dn_3: 0.1011 loss_giou_dn_3: 0.2934 loss_class_dn_4: 0.02946 loss_bbox_dn_4: 0.1001 loss_giou_dn_4: 0.2913 time: 1.1239 data_time: 0.1002 lr: 1e-06 max_mem: 43695M [05/22 16:38:28 d2.utils.events]: eta: 0:07:22 iter: 224599 total_loss: 7.622 loss_class: 0.2018 loss_bbox: 0.09143 loss_giou: 0.3364 loss_class_0: 0.2251 loss_bbox_0: 0.1003 loss_giou_0: 0.356 loss_class_1: 0.2169 loss_bbox_1: 0.09485 loss_giou_1: 0.3462 loss_class_2: 0.2108 loss_bbox_2: 0.09348 loss_giou_2: 0.3416 loss_class_3: 0.2068 loss_bbox_3: 0.09171 loss_giou_3: 0.339 loss_class_4: 0.2038 loss_bbox_4: 0.09159 loss_giou_4: 0.3371 loss_class_enc: 0.2393 loss_bbox_enc: 0.1073 loss_giou_enc: 0.3704 loss_class_dn: 0.02565 loss_bbox_dn: 0.1029 loss_giou_dn: 0.2978 loss_class_dn_0: 0.07449 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4387 loss_class_dn_1: 0.04524 loss_bbox_dn_1: 0.1232 loss_giou_dn_1: 0.339 loss_class_dn_2: 0.03389 loss_bbox_dn_2: 0.1064 loss_giou_dn_2: 0.3064 loss_class_dn_3: 0.02892 loss_bbox_dn_3: 0.1035 loss_giou_dn_3: 0.3001 loss_class_dn_4: 0.02672 loss_bbox_dn_4: 0.1029 loss_giou_dn_4: 0.2978 time: 1.1239 data_time: 0.0984 lr: 1e-06 max_mem: 43695M [05/22 16:39:26 d2.utils.events]: eta: 0:06:27 iter: 224649 total_loss: 7.4 loss_class: 0.1931 loss_bbox: 0.08974 loss_giou: 0.3303 loss_class_0: 0.2178 loss_bbox_0: 0.09839 loss_giou_0: 0.3467 loss_class_1: 0.2068 loss_bbox_1: 0.09426 loss_giou_1: 0.3379 loss_class_2: 0.2013 loss_bbox_2: 0.09096 loss_giou_2: 0.3335 loss_class_3: 0.1984 loss_bbox_3: 0.08899 loss_giou_3: 0.3296 loss_class_4: 0.1945 loss_bbox_4: 0.08951 loss_giou_4: 0.329 loss_class_enc: 0.2337 loss_bbox_enc: 0.1072 loss_giou_enc: 0.3615 loss_class_dn: 0.02531 loss_bbox_dn: 0.1033 loss_giou_dn: 0.2873 loss_class_dn_0: 0.07303 loss_bbox_dn_0: 0.1832 loss_giou_dn_0: 0.4298 loss_class_dn_1: 0.04305 loss_bbox_dn_1: 0.1247 loss_giou_dn_1: 0.3299 loss_class_dn_2: 0.03289 loss_bbox_dn_2: 0.1075 loss_giou_dn_2: 0.2978 loss_class_dn_3: 0.0287 loss_bbox_dn_3: 0.1046 loss_giou_dn_3: 0.2898 loss_class_dn_4: 0.02651 loss_bbox_dn_4: 0.1033 loss_giou_dn_4: 0.2873 time: 1.1239 data_time: 0.0977 lr: 1e-06 max_mem: 43695M [05/22 16:40:24 d2.utils.events]: eta: 0:05:31 iter: 224699 total_loss: 7.485 loss_class: 0.1985 loss_bbox: 0.09091 loss_giou: 0.3283 loss_class_0: 0.2194 loss_bbox_0: 0.1029 loss_giou_0: 0.3508 loss_class_1: 0.2105 loss_bbox_1: 0.09599 loss_giou_1: 0.3397 loss_class_2: 0.2062 loss_bbox_2: 0.09351 loss_giou_2: 0.3336 loss_class_3: 0.2039 loss_bbox_3: 0.09161 loss_giou_3: 0.33 loss_class_4: 0.1989 loss_bbox_4: 0.09141 loss_giou_4: 0.3286 loss_class_enc: 0.2356 loss_bbox_enc: 0.109 loss_giou_enc: 0.3659 loss_class_dn: 0.02611 loss_bbox_dn: 0.1025 loss_giou_dn: 0.2906 loss_class_dn_0: 0.07413 loss_bbox_dn_0: 0.1779 loss_giou_dn_0: 0.4292 loss_class_dn_1: 0.04577 loss_bbox_dn_1: 0.1198 loss_giou_dn_1: 0.3288 loss_class_dn_2: 0.0349 loss_bbox_dn_2: 0.107 loss_giou_dn_2: 0.2992 loss_class_dn_3: 0.02963 loss_bbox_dn_3: 0.1039 loss_giou_dn_3: 0.2925 loss_class_dn_4: 0.02723 loss_bbox_dn_4: 0.1025 loss_giou_dn_4: 0.2906 time: 1.1239 data_time: 0.0994 lr: 1e-06 max_mem: 43695M [05/22 16:41:20 d2.utils.events]: eta: 0:04:36 iter: 224749 total_loss: 7.321 loss_class: 0.1997 loss_bbox: 0.09116 loss_giou: 0.3204 loss_class_0: 0.222 loss_bbox_0: 0.1009 loss_giou_0: 0.3427 loss_class_1: 0.2121 loss_bbox_1: 0.09422 loss_giou_1: 0.3311 loss_class_2: 0.2084 loss_bbox_2: 0.09226 loss_giou_2: 0.3273 loss_class_3: 0.2036 loss_bbox_3: 0.09157 loss_giou_3: 0.3222 loss_class_4: 0.2017 loss_bbox_4: 0.09099 loss_giou_4: 0.3214 loss_class_enc: 0.2388 loss_bbox_enc: 0.1069 loss_giou_enc: 0.3583 loss_class_dn: 0.02495 loss_bbox_dn: 0.1038 loss_giou_dn: 0.2839 loss_class_dn_0: 0.07547 loss_bbox_dn_0: 0.1772 loss_giou_dn_0: 0.4251 loss_class_dn_1: 0.04686 loss_bbox_dn_1: 0.1231 loss_giou_dn_1: 0.3238 loss_class_dn_2: 0.03311 loss_bbox_dn_2: 0.1077 loss_giou_dn_2: 0.2923 loss_class_dn_3: 0.02906 loss_bbox_dn_3: 0.1044 loss_giou_dn_3: 0.2862 loss_class_dn_4: 0.02561 loss_bbox_dn_4: 0.1038 loss_giou_dn_4: 0.2837 time: 1.1239 data_time: 0.1000 lr: 1e-06 max_mem: 43695M [05/22 16:42:17 d2.utils.events]: eta: 0:03:40 iter: 224799 total_loss: 7.3 loss_class: 0.195 loss_bbox: 0.08892 loss_giou: 0.3218 loss_class_0: 0.2191 loss_bbox_0: 0.09883 loss_giou_0: 0.3467 loss_class_1: 0.2098 loss_bbox_1: 0.09253 loss_giou_1: 0.332 loss_class_2: 0.2043 loss_bbox_2: 0.08996 loss_giou_2: 0.3261 loss_class_3: 0.2005 loss_bbox_3: 0.08943 loss_giou_3: 0.3222 loss_class_4: 0.1969 loss_bbox_4: 0.08854 loss_giou_4: 0.3224 loss_class_enc: 0.2362 loss_bbox_enc: 0.1061 loss_giou_enc: 0.359 loss_class_dn: 0.02444 loss_bbox_dn: 0.1027 loss_giou_dn: 0.2822 loss_class_dn_0: 0.07184 loss_bbox_dn_0: 0.1718 loss_giou_dn_0: 0.4277 loss_class_dn_1: 0.0438 loss_bbox_dn_1: 0.1222 loss_giou_dn_1: 0.3223 loss_class_dn_2: 0.03241 loss_bbox_dn_2: 0.1054 loss_giou_dn_2: 0.2917 loss_class_dn_3: 0.02819 loss_bbox_dn_3: 0.103 loss_giou_dn_3: 0.2843 loss_class_dn_4: 0.02515 loss_bbox_dn_4: 0.1026 loss_giou_dn_4: 0.2821 time: 1.1239 data_time: 0.1008 lr: 1e-06 max_mem: 43695M [05/22 16:43:15 d2.utils.events]: eta: 0:02:45 iter: 224849 total_loss: 7.346 loss_class: 0.1982 loss_bbox: 0.09299 loss_giou: 0.3275 loss_class_0: 0.2209 loss_bbox_0: 0.1015 loss_giou_0: 0.3435 loss_class_1: 0.2103 loss_bbox_1: 0.09699 loss_giou_1: 0.3369 loss_class_2: 0.2069 loss_bbox_2: 0.09466 loss_giou_2: 0.3317 loss_class_3: 0.2039 loss_bbox_3: 0.09335 loss_giou_3: 0.3279 loss_class_4: 0.2004 loss_bbox_4: 0.09294 loss_giou_4: 0.3278 loss_class_enc: 0.2378 loss_bbox_enc: 0.1086 loss_giou_enc: 0.3591 loss_class_dn: 0.02671 loss_bbox_dn: 0.1059 loss_giou_dn: 0.2854 loss_class_dn_0: 0.07458 loss_bbox_dn_0: 0.1846 loss_giou_dn_0: 0.4204 loss_class_dn_1: 0.04545 loss_bbox_dn_1: 0.1257 loss_giou_dn_1: 0.3229 loss_class_dn_2: 0.03483 loss_bbox_dn_2: 0.1103 loss_giou_dn_2: 0.2936 loss_class_dn_3: 0.03081 loss_bbox_dn_3: 0.107 loss_giou_dn_3: 0.2874 loss_class_dn_4: 0.02735 loss_bbox_dn_4: 0.1059 loss_giou_dn_4: 0.2854 time: 1.1240 data_time: 0.0981 lr: 1e-06 max_mem: 43695M [05/22 16:44:12 d2.utils.events]: eta: 0:01:50 iter: 224899 total_loss: 7.532 loss_class: 0.2062 loss_bbox: 0.09092 loss_giou: 0.3283 loss_class_0: 0.2293 loss_bbox_0: 0.1009 loss_giou_0: 0.3493 loss_class_1: 0.218 loss_bbox_1: 0.0957 loss_giou_1: 0.3386 loss_class_2: 0.2123 loss_bbox_2: 0.0925 loss_giou_2: 0.3325 loss_class_3: 0.2105 loss_bbox_3: 0.09167 loss_giou_3: 0.3307 loss_class_4: 0.2066 loss_bbox_4: 0.09153 loss_giou_4: 0.3295 loss_class_enc: 0.2484 loss_bbox_enc: 0.1078 loss_giou_enc: 0.3624 loss_class_dn: 0.0268 loss_bbox_dn: 0.1048 loss_giou_dn: 0.2924 loss_class_dn_0: 0.07938 loss_bbox_dn_0: 0.1786 loss_giou_dn_0: 0.4323 loss_class_dn_1: 0.04797 loss_bbox_dn_1: 0.1276 loss_giou_dn_1: 0.329 loss_class_dn_2: 0.03566 loss_bbox_dn_2: 0.1101 loss_giou_dn_2: 0.3012 loss_class_dn_3: 0.03085 loss_bbox_dn_3: 0.1063 loss_giou_dn_3: 0.2934 loss_class_dn_4: 0.02809 loss_bbox_dn_4: 0.1049 loss_giou_dn_4: 0.292 time: 1.1240 data_time: 0.1006 lr: 1e-06 max_mem: 43695M [05/22 16:45:10 d2.utils.events]: eta: 0:00:55 iter: 224949 total_loss: 7.499 loss_class: 0.1999 loss_bbox: 0.08881 loss_giou: 0.3245 loss_class_0: 0.2244 loss_bbox_0: 0.09922 loss_giou_0: 0.3445 loss_class_1: 0.2135 loss_bbox_1: 0.09352 loss_giou_1: 0.3332 loss_class_2: 0.208 loss_bbox_2: 0.09072 loss_giou_2: 0.3271 loss_class_3: 0.2036 loss_bbox_3: 0.08869 loss_giou_3: 0.3247 loss_class_4: 0.2012 loss_bbox_4: 0.08894 loss_giou_4: 0.3241 loss_class_enc: 0.2439 loss_bbox_enc: 0.1059 loss_giou_enc: 0.3562 loss_class_dn: 0.02732 loss_bbox_dn: 0.1043 loss_giou_dn: 0.2925 loss_class_dn_0: 0.07519 loss_bbox_dn_0: 0.1823 loss_giou_dn_0: 0.4346 loss_class_dn_1: 0.04611 loss_bbox_dn_1: 0.1236 loss_giou_dn_1: 0.3352 loss_class_dn_2: 0.03447 loss_bbox_dn_2: 0.1089 loss_giou_dn_2: 0.3035 loss_class_dn_3: 0.03054 loss_bbox_dn_3: 0.1056 loss_giou_dn_3: 0.2953 loss_class_dn_4: 0.02792 loss_bbox_dn_4: 0.1043 loss_giou_dn_4: 0.2924 time: 1.1240 data_time: 0.0997 lr: 1e-06 max_mem: 43695M [05/22 16:46:07 fvcore.common.checkpoint]: Saving checkpoint to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/model_final.pth [05/22 16:46:21 d2.utils.events]: eta: 0:00:00 iter: 224999 total_loss: 7.527 loss_class: 0.2047 loss_bbox: 0.09102 loss_giou: 0.3443 loss_class_0: 0.228 loss_bbox_0: 0.09983 loss_giou_0: 0.3606 loss_class_1: 0.2201 loss_bbox_1: 0.09552 loss_giou_1: 0.352 loss_class_2: 0.2134 loss_bbox_2: 0.09309 loss_giou_2: 0.3483 loss_class_3: 0.2087 loss_bbox_3: 0.09157 loss_giou_3: 0.3456 loss_class_4: 0.2048 loss_bbox_4: 0.09113 loss_giou_4: 0.3447 loss_class_enc: 0.242 loss_bbox_enc: 0.1071 loss_giou_enc: 0.3728 loss_class_dn: 0.02627 loss_bbox_dn: 0.1025 loss_giou_dn: 0.2925 loss_class_dn_0: 0.07808 loss_bbox_dn_0: 0.1831 loss_giou_dn_0: 0.438 loss_class_dn_1: 0.04715 loss_bbox_dn_1: 0.126 loss_giou_dn_1: 0.3341 loss_class_dn_2: 0.03454 loss_bbox_dn_2: 0.1071 loss_giou_dn_2: 0.3034 loss_class_dn_3: 0.03011 loss_bbox_dn_3: 0.104 loss_giou_dn_3: 0.2951 loss_class_dn_4: 0.02739 loss_bbox_dn_4: 0.1025 loss_giou_dn_4: 0.2926 time: 1.1240 data_time: 0.1108 lr: 1e-06 max_mem: 43695M [05/22 16:46:21 d2.engine.hooks]: Overall training speed: 224998 iterations in 2 days, 22:14:51 (1.1240 s / it) [05/22 16:46:21 d2.engine.hooks]: Total training time: 2 days, 23:56:01 (1:41:10 on hooks) [05/22 16:46:21 detectron2]: Run evaluation without EMA. Loaded 5000 data points from coco_2017_val_ovd_prompt_full, template: full Sample: ['a bad photo of a person.', 'a photo of many person.', 'a sculpture of a person.', 'a photo of the hard to see person.', 'a low resolution photo of the person.', 'a rendering of a person.', 'graffiti of a person.', 'a bad photo of the person.', 'a cropped photo of the person.', 'a tattoo of a person.', 'the embroidered person.', 'a photo of a hard to see person.', 'a bright photo of a person.', 'a photo of a clean person.', 'a photo of a dirty person.', 'a dark photo of the person.', 'a drawing of a person.', 'a photo of my person.', 'the plastic person.', 'a photo of the cool person.', 'a close-up photo of a person.', 'a black and white photo of the person.', 'a painting of the person.', 'a painting of a person.', 'a pixelated photo of the person.', 'a sculpture of the person.', 'a bright photo of the person.', 'a cropped photo of a person.', 'a plastic person.', 'a photo of the dirty person.', 'a jpeg corrupted photo of a person.', 'a blurry photo of the person.', 'a photo of the person.', 'a good photo of the person.', 'a rendering of the person.', 'a person in a video game.', 'a photo of one person.', 'a doodle of a person.', 'a close-up photo of the person.', 'a photo of a person.', 'the origami person.', 'the person in a video game.', 'a sketch of a person.', 'a doodle of the person.', 'a origami person.', 'a low resolution photo of a person.', 'the toy person.', 'a rendition of the person.', 'a photo of the clean person.', 'a photo of a large person.', 'a rendition of a person.', 'a photo of a nice person.', 'a photo of a weird person.', 'a blurry photo of a person.', 'a cartoon person.', 'art of a person.', 'a sketch of the person.', 'a embroidered person.', 'a pixelated photo of a person.', 'itap of the person.', 'a jpeg corrupted photo of the person.', 'a good photo of a person.', 'a plushie person.', 'a photo of the nice person.', 'a photo of the small person.', 'a photo of the weird person.', 'the cartoon person.', 'art of the person.', 'a drawing of the person.', 'a photo of the large person.', 'a black and white photo of a person.', 'the plushie person.', 'a dark photo of a person.', 'itap of a person.', 'graffiti of the person.', 'a toy person.', 'itap of my person.', 'a photo of a cool person.', 'a photo of a small person.', 'a tattoo of the person.'] [05/22 16:46:36 d2.data.common]: Serializing 5000 elements to byte tensors and concatenating them all ... [05/22 16:46:40 d2.data.common]: Serialized dataset takes 894.47 MiB [05/22 16:46:43 d2.evaluation.evaluator]: Start inference on 313 batches [05/22 16:47:39 d2.evaluation.evaluator]: Inference done 11/313. Dataloading: 0.0044 s/iter. Inference: 0.0705 s/iter. Eval: 0.0004 s/iter. Total: 0.0753 s/iter. ETA=0:00:22 [05/22 16:47:45 d2.evaluation.evaluator]: Inference done 77/313. Dataloading: 0.0056 s/iter. Inference: 0.0794 s/iter. Eval: 0.0003 s/iter. Total: 0.0858 s/iter. ETA=0:00:20 [05/22 16:47:50 d2.evaluation.evaluator]: Inference done 150/313. Dataloading: 0.0053 s/iter. Inference: 0.0715 s/iter. Eval: 0.0003 s/iter. Total: 0.0775 s/iter. ETA=0:00:12 [05/22 16:47:55 d2.evaluation.evaluator]: Inference done 222/313. Dataloading: 0.0052 s/iter. Inference: 0.0692 s/iter. Eval: 0.0003 s/iter. Total: 0.0749 s/iter. ETA=0:00:06 [05/22 16:48:01 d2.evaluation.evaluator]: Inference done 294/313. Dataloading: 0.0051 s/iter. Inference: 0.0713 s/iter. Eval: 0.0003 s/iter. Total: 0.0770 s/iter. ETA=0:00:01 [05/22 16:48:03 d2.evaluation.evaluator]: Total inference time: 0:00:24.148688 (0.078405 s / iter per device, on 16 devices) [05/22 16:48:03 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:21 (0.070833 s / iter per device, on 16 devices) [05/22 16:48:19 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [05/22 16:48:19 d2.evaluation.coco_evaluation]: Saving results to /workspace/wanghao/projs/doing/OV-DINO/wkdrs/ovdino_swin_tiny224_bert_base_pretrain_o365_24ep/eval_coco_20240519-163621/coco_instances_results.json [05/22 16:48:27 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=8.29s) creating index... index created! [05/22 16:48:36 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [05/22 16:48:57 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 21.57 seconds. [05/22 16:48:59 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [05/22 16:49:02 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 3.10 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.541 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.626 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883 [05/22 16:49:02 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.514 | 66.152 | 54.089 | 36.568 | 52.456 | 62.589 | [05/22 16:49:02 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 63.416 | bicycle | 39.876 | car | 52.868 | | motorcycle | 48.598 | airplane | 79.759 | bus | 75.892 | | train | 76.200 | truck | 37.703 | boat | 36.105 | | traffic light | 32.939 | fire hydrant | 75.776 | stop sign | 61.176 | | parking meter | 19.737 | bench | 35.761 | bird | 46.068 | | cat | 79.076 | dog | 77.014 | horse | 68.947 | | sheep | 53.139 | cow | 68.811 | elephant | 74.494 | | bear | 74.817 | zebra | 73.530 | giraffe | 76.556 | | backpack | 22.380 | umbrella | 45.887 | handbag | 20.608 | | tie | 47.190 | suitcase | 44.709 | frisbee | 76.295 | | skis | 33.465 | snowboard | 51.497 | sports ball | 42.962 | | kite | 45.421 | baseball bat | 45.188 | baseball glove | 49.859 | | skateboard | 60.911 | surfboard | 51.203 | tennis racket | 57.838 | | bottle | 46.485 | wine glass | 50.753 | cup | 57.901 | | fork | 55.015 | knife | 32.872 | spoon | 31.106 | | bowl | 51.581 | banana | 26.307 | apple | 22.605 | | sandwich | 39.479 | orange | 32.606 | broccoli | 21.958 | | carrot | 20.186 | hot dog | 41.155 | pizza | 63.019 | | donut | 49.267 | cake | 51.157 | chair | 38.445 | | couch | 48.850 | potted plant | 31.512 | bed | 47.777 | | dining table | 31.119 | toilet | 65.504 | tv | 64.407 | | laptop | 76.946 | mouse | 70.166 | remote | 33.944 | | keyboard | 53.604 | cell phone | 49.315 | microwave | 70.901 | | oven | 18.417 | toaster | 52.297 | sink | 40.471 | | refrigerator | 68.539 | book | 14.856 | clock | 49.263 | | vase | 34.291 | scissors | 47.408 | teddy bear | 59.642 | | hair drier | 31.648 | toothbrush | 44.678 | | | [05/22 16:49:04 d2.evaluation.testing]: copypaste: Task: bbox [05/22 16:49:04 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [05/22 16:49:04 d2.evaluation.testing]: copypaste: 49.5140,66.1522,54.0890,36.5679,52.4555,62.5887