msc: batch 17 files (120788 KB) @ 2026-08-03T06:45:03Z

registry/claims/p1-vgg13-cifar100-base-s1.json

@@ -0,0 +1,13 @@
+{
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+  "started_at": "2026-08-03T06:15:06Z",
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+}

registry/events/acct1_w0_Interactive-54700b39e1.jsonl

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registry/events/acct1_w0_Interactive-c95d5c3b3a.jsonl

@@ -1,4 +1,3 @@
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registry/events/acct2_w1_Interactive-4d0b258bac.jsonl

@@ -1,4 +1,3 @@
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registry/events/acct3_w2_Interactive-18ac3db0d6.jsonl

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registry/events/acct4_w3_Interactive-161f50ea2e.jsonl

@@ -1,4 +1,3 @@
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runs/p1-vgg13-cifar100-base-s1/STATUS.json

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+{
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+  "account": "acct1",
+  "session_id": "Interactive-54700b39e1",
+  "hostname": "ce3c27b65afe",
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+  "best_metric": 0.6094,
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+}

runs/p1-vgg13-cifar100-base-s1/checkpoints/ckpt_best.pt

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runs/p1-vgg13-cifar100-base-s1/checkpoints/ckpt_last.pt

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runs/p1-vgg13-cifar100-base-s1/config.yaml

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+amp_enabled: true
+arch: vgg13
+batch_size: 64
+carbon_intensity_kg_per_kwh: 0.475
+cleanup_local_after_complete: true
+config_hash: 4ec6660cc3cf39ac10f70088ede1f79ac8151b5a4843be44168fd5cc138662e4
+data_root: /kaggle/temp/data
+dataset_name: cifar100
+deterministic: false
+el2n_epoch: 10
+energy_sample_hz: 10.0
+eval_batch_size: 512
+exit_epochs: 20
+exit_lr: 0.01
+family: vgg
+force_rerun: false
+grad_clip_norm: 0.0
+gradient_accumulation_steps: 1
+label_smoothing: 0.0
+learning_rate: 0.05
+lr_gamma: 0.1
+lr_milestones:
+- 150
+- 180
+- 210
+method: base
+milestone_push_every_epochs: 10
+momentum: 0.9
+msc_lib_version: 1.0.0
+nesterov: true
+num_classes: 100
+num_epochs: 240
+optimizer: sgd
+output_root: /kaggle/temp/msc
+phase: p1
+run_id: p1-vgg13-cifar100-base-s1
+scheduler: multistep
+seed: 1
+session_limit_h: 8.5
+timer_push_sec: 1800
+train_holdout_n: 5000
+warmup_epochs: 0
+weight_decay: 0.0005
+worker_id: 0

runs/p1-vgg13-cifar100-base-s1/config_hash.txt

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runs/p1-vgg13-cifar100-base-s1/env/environment.json

@@ -0,0 +1,963 @@
+{
+  "captured_utc": "2026-08-03T06:15:04Z",
+  "python": "3.12.13",
+  "platform": "Linux-6.12.90+-x86_64-with-glibc2.35",
+  "hostname": "ce3c27b65afe",
+  "on_kaggle": true,
+  "kaggle_kernel_run_type": "Interactive",
+  "cpu_count": 4,
+  "msc_lib_version": "1.0.0",
+  "torch": "2.10.0+cu128",
+  "cuda_version": "12.8",
+  "cudnn": 91002,
+  "gpu_count": 2,
+  "gpu_names": [
+    "Tesla T4",
+    "Tesla T4"
+  ],
+  "gpu_total_mem_mb": [
+    14911,
+    14911
+  ],
+  "nvidia_driver": "580.159.04",
+  "pip_freeze": [
+    "a2a-sdk==0.3.26",
+    "absl-py==1.4.0",
+    "accelerate==1.13.0",
+    "access==1.1.10.post3",
+    "affine==2.4.0",
+    "aiofiles==22.1.0",
+    "aiohappyeyeballs==2.6.1",
+    "aiohttp==3.13.5",
+    "aiosignal==1.4.0",
+    "aiosqlite==0.22.1",
+    "alabaster==1.0.0",
+    "albucore==0.0.24",
+    "albumentations==2.0.8",
+    "ale-py==0.11.2",
+    "alembic==1.18.4",
+    "altair==5.5.0",
+    "annotated-doc==0.0.4",
+    "annotated-types==0.7.0",
+    "antlr4-python3-runtime==4.9.3",
+    "anyio==4.13.0",
+    "anywidget==0.9.21",
+    "apsw==3.53.0.0",
+    "apswutils==0.1.2",
+    "argon2-cffi==25.1.0",
+    "argon2-cffi-bindings==25.1.0",
+    "args==0.1.0",
+    "array_record==0.8.3",
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+    "asn1crypto==1.5.1",
+    "astropy==7.2.0",
+    "astropy-iers-data==0.2026.4.20.0.58.15",
+    "asttokens==3.0.1",
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+    "atpublic==5.1",
+    "attrs==26.1.0",
+    "audioread==3.1.0",
+    "Authlib==1.6.11",
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+    "babel==2.18.0",
+    "backcall==0.2.0",
+    "bayesian-optimization==3.3.0",
+    "beartype==0.22.9",
+    "beautifulsoup4==4.13.5",
+    "betterproto==2.0.0b6",
+    "bigframes==2.39.0",
+    "bigquery-magics==0.14.0",
+    "black==26.5.1",
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+    "blosc2==4.1.2",
+    "bokeh==3.8.2",
+    "Boruta==0.4.3",
+    "boto3==1.43.36",
+    "botocore==1.43.36",
+    "Bottleneck==1.4.2",
+    "bqplot==0.12.45",
+    "branca==0.8.2",
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+    "build==1.5.0",
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+    "CacheControl==0.14.4",
+    "cachetools==6.2.6",
+    "Cartopy==0.25.0",
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+    "certifi==2026.4.22",
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+    "community==1.0.0b1",
+    "confection==1.3.3",
+    "ConfigSpace==1.2.2",
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+    "contourpy==1.3.3",
+    "coverage==7.14.3",
+    "cramjam==2.11.0",
+    "cryptography==43.0.3",
+    "cucim-cu12 @ https://pypi.nvidia.com/cucim-cu12/cucim_cu12-26.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl",
+    "cuda-bindings==12.9.4",
+    "cuda-core==0.3.2",
+    "cuda-pathfinder==1.5.3",
+    "cuda-python==12.9.4",
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+    "cudf-cu12==26.2.1",
+    "cudf-polars-cu12==26.2.1",
+    "cufflinks==0.17.3",
+    "cuml-cu12==26.2.0",
+    "cupy-cuda12x==14.0.1",
+    "curl_cffi==0.15.0",
+    "cuvs-cu12 @ https://pypi.nvidia.com/cuvs-cu12/cuvs_cu12-26.2.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl",
+    "cvxopt==1.3.2",
+    "cvxpy==1.6.7",
+    "cycler==0.12.1",
+    "cyipopt==1.5.0",
+    "cymem==2.0.13",
+    "Cython==3.0.12",
+    "cytoolz==1.1.0",
+    "dacite==1.9.2",
+    "dask==2026.1.1",
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+    "deap==1.4.4",
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+    "distro==1.9.0",
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+    "dm-tree==0.1.10",
+    "dnspython==2.8.0",
+    "docker==7.1.0",
+    "docstring-to-markdown==0.17",
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+    "duckdb==1.3.2",
+    "earthengine-api==1.7.22",
+    "easydict==1.13",
+    "easyocr==1.7.2",
+    "editdistance==0.8.1",
+    "eerepr==0.1.2",
+    "einops==0.8.2",
+    "email-validator==2.3.0",
+    "emoji==2.15.0",
+    "en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.8.0/en_core_web_sm-3.8.0-py3-none-any.whl#sha256=1932429db727d4bff3deed6b34cfc05df17794f4a52eeb26cf8928f7c1a0fb85",
+    "entrypoints==0.4",
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+    "fastai==2.8.7",
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+    "fastdownload==0.0.7",
+    "fastgit==0.0.5",
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+    "fastlite==0.2.4",
+    "fastprogress==1.1.5",
+    "fasttext==0.9.3",
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+    "featuretools==1.31.0",
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+    "firebase-admin==6.9.0",
+    "Flask==3.1.3",
+    "flatbuffers==25.12.19",
+    "flax==0.11.2",
+    "folium==0.20.0",
+    "fonttools==4.62.1",
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+    "frozendict==2.4.7",
+    "frozenlist==1.8.0",
+    "fsspec==2025.3.0",
+    "func_timeout==4.3.5",
+    "funcy==2.0",
+    "fury==0.12.0",
+    "future==1.0.0",
+    "fuzzywuzzy==0.18.0",
+    "fvcore==0.1.5.post20221221",
+    "gast==0.7.0",
+    "gatspy==0.3",
+    "gcsfs==2025.3.0",
+    "GDAL==3.8.4",
+    "gdown==5.2.2",
+    "geemap==0.37.2",
+    "gensim==4.4.0",
+    "geocoder==1.38.1",
+    "geographiclib==2.1",
+    "geojson==3.3.0",
+    "geopandas==1.1.3",
+    "geopy==2.4.1",
+    "gepa==0.1.1",
+    "ghapi==1.0.14",
+    "giddy==2.3.6",
+    "gin-config==0.5.0",
+    "gitdb==4.0.12",
+    "GitPython==3.1.47",
+    "glob2==0.7",
+    "google==3.0.0",
+    "google-adk==1.29.0",
+    "google-ai-generativelanguage==0.6.15",
+    "google-api-core==2.30.3",
+    "google-api-python-client==2.194.0",
+    "google-auth==2.47.0",
+    "google-auth-httplib2==0.3.1",
+    "google-auth-oauthlib==1.3.1",
+    "google-cloud-aiplatform==1.148.1",
+    "google-cloud-appengine-logging==1.9.0",
+    "google-cloud-audit-log==0.5.0",
+    "google-cloud-bigquery==3.41.0",
+    "google-cloud-bigquery-connection==1.21.0",
+    "google-cloud-bigtable==2.36.0",
+    "google-cloud-core==2.5.1",
+    "google-cloud-dataplex==2.18.0",
+    "google-cloud-dataproc==5.27.0",
+    "google-cloud-datastore==2.24.0",
+    "google-cloud-discoveryengine==0.13.12",
+    "google-cloud-firestore==2.27.0",
+    "google-cloud-functions==1.23.0",
+    "google-cloud-iam==2.22.0",
+    "google-cloud-language==2.20.0",
+    "google-cloud-logging==3.15.0",
+    "google-cloud-monitoring==2.30.0",
+    "google-cloud-pubsub==2.37.0",
+    "google-cloud-resource-manager==1.17.0",
+    "google-cloud-secret-manager==2.27.0",
+    "google-cloud-spanner==3.65.0",
+    "google-cloud-speech==2.38.0",
+    "google-cloud-storage==3.10.1",
+    "google-cloud-trace==1.19.0",
+    "google-cloud-translate==3.26.0",
+    "google-cloud-videointelligence==2.20.0",
+    "google-cloud-vision==3.15.0",
+    "google-colab @ file:///colabtools/dist/google_colab-1.0.0.tar.gz",
+    "google-crc32c==1.8.0",
+    "google-genai==1.68.0",
+    "google-generativeai==0.8.6",
+    "google-pasta==0.2.0",
+    "google-resumable-media==2.8.2",
+    "googleapis-common-protos==1.74.0",
+    "googledrivedownloader==1.1.0",
+    "gpxpy==1.6.2",
+    "gradio==5.50.0",
+    "gradio_client==1.14.0",
+    "grain==0.2.16",
+    "graphviz==0.21",
+    "greenlet==3.4.0",
+    "groovy==0.1.2",
+    "grpc-google-iam-v1==0.14.4",
+    "grpc-interceptor==0.15.4",
+    "grpcio==1.81.1",
+    "grpcio-status==1.71.2",
+    "grpcio-tools==1.71.2",
+    "grpclib==0.4.9",
+    "gspread==6.2.1",
+    "gspread-dataframe==4.0.0",
+    "gym==0.26.2",
+    "gym-notices==0.1.0",
+    "gymnasium==1.2.0",
+    "gymnax==0.0.8",
+    "h11==0.16.0",
+    "h2==4.3.0",
+    "h2o==3.46.0.11",
+    "h5netcdf==1.8.1",
+    "h5py==3.16.0",
+    "haversine==2.9.0",
+    "hdbscan==0.8.42",
+    "hep_ml==0.8.0",
+    "hf-xet==1.4.3",
+    "highspy==1.14.0",
+    "holidays==0.95",
+    "holoviews==1.22.1",
+    "hpack==4.1.0",
+    "html5lib==1.1",
+    "httpcore==1.0.9",
+    "httpimport==1.4.1",
+    "httplib2==0.31.2",
+    "httptools==0.7.1",
+    "httpx==0.28.1",
+    "httpx-sse==0.4.3",
+    "huggingface_hub==1.11.0",
+    "humanize==4.15.0",
+    "hyperframe==6.1.0",
+    "hyperopt==0.2.7",
+    "ibis-framework==9.5.0",
+    "id==1.6.1",
+    "idna==3.13",
+    "igraph==1.0.0",
+    "ImageHash==4.3.2",
+    "ImageIO==2.37.3",
+    "imageio-ffmpeg==0.6.0",
+    "imagesize==2.0.0",
+    "imbalanced-learn==0.14.1",
+    "immutabledict==4.3.1",
+    "importlib_metadata==8.7.1",
+    "importlib_resources==7.1.0",
+    "imutils==0.5.4",
+    "in-toto-attestation==0.9.3",
+    "inequality==1.1.2",
+    "inflect==7.5.0",
+    "iniconfig==2.3.0",
+    "intel-cmplr-lib-ur==2025.3.3",
+    "intel-openmp==2025.3.3",
+    "iopath==0.1.10",
+    "ipyevents==2.0.4",
+    "ipyfilechooser==0.6.0",
+    "ipykernel==6.17.1",
+    "ipyleaflet==0.20.0",
+    "ipympl==0.10.0",
+    "ipyparallel==8.8.0",
+    "ipython==7.34.0",
+    "ipython-genutils==0.2.0",
+    "ipython-sql==0.5.0",
+    "ipython_pygments_lexers==1.1.1",
+    "ipywidgets==8.1.5",
+    "isoduration==20.11.0",
+    "isoweek==1.3.3",
+    "itsdangerous==2.2.0",
+    "Janome==0.5.0",
+    "jaraco.classes==3.4.0",
+    "jaraco.context==6.1.2",
+    "jaraco.functools==4.4.0",
+    "jax==0.7.2",
+    "jax-cuda12-pjrt==0.7.2",
+    "jax-cuda12-plugin==0.7.2",
+    "jaxlib==0.7.2",
+    "jedi==0.19.2",
+    "jeepney==0.9.0",
+    "jieba==0.42.1",
+    "Jinja2==3.1.6",
+    "jiter==0.10.0",
+    "jmespath==1.1.0",
+    "joblib==1.5.3",
+    "json5==0.15.0",
+    "jsonpatch==1.33",
+    "jsonpickle==4.1.1",
+    "jsonpointer==3.1.1",
+    "jsonschema==4.26.0",
+    "jsonschema-specifications==2025.9.1",
+    "jupyter-console==6.6.3",
+    "jupyter-events==0.12.1",
+    "jupyter-leaflet==0.20.0",
+    "jupyter-lsp==1.5.1",
+    "jupyter-ydoc==0.2.5",
+    "jupyter_client==7.4.9",
+    "jupyter_core==5.9.1",
+    "jupyter_kernel_gateway @ git+https://github.com/googlecolab/kernel_gateway@b134e9945df25c2dcb98ade9129399be10788671",
+    "jupyter_server==2.12.5",
+    "jupyter_server_fileid==0.9.3",
+    "jupyter_server_proxy==4.5.0",
+    "jupyter_server_terminals==0.5.4",
+    "jupyter_server_ydoc==0.8.0",
+    "jupyterlab==3.6.8",
+    "jupyterlab-lsp==3.10.2",
+    "jupyterlab_pygments==0.3.0",
+    "jupyterlab_server==2.28.0",
+    "jupyterlab_widgets==3.0.16",
+    "jupytext==1.19.1",
+    "kaggle==2.0.2",
+    "kaggle-environments==1.29.3",
+    "kagglehub==1.0.0",
+    "kagglesdk==0.1.20",
+    "keras==3.13.2",
+    "keras-core==0.1.7",
+    "keras-cv==0.9.0",
+    "keras-hub==0.26.0",
+    "keras-nlp==0.26.0",
+    "keras-tuner==1.4.8",
+    "keyring==25.7.0",
+    "keyrings.google-artifactregistry-auth==1.1.2",
+    "kiwisolver==1.5.0",
+    "kornia==0.8.3",
+    "kornia_rs==0.1.14",
+    "kt-legacy==1.0.5",
+    "langchain==1.2.15",
+    "langchain-core==1.3.1",
+    "langgraph==1.1.9",
+    "langgraph-checkpoint==4.0.2",
+    "langgraph-prebuilt==1.0.10",
+    "langgraph-sdk==0.3.13",
+    "langid==1.1.6",
+    "langsmith==0.7.34",
+    "lark==1.3.1",
+    "launchpadlib==1.10.16",
+    "lazr.restfulclient==0.14.4",
+    "lazr.uri==1.0.6",
+    "lazy-loader==0.5",
+    "learntools @ git+https://github.com/Kaggle/learntools@8a8d4450a699c864febc419fb27ec41443a5942b",
+    "libclang==18.1.1",
+    "libcudf-cu12==26.2.1",
+    "libcugraph-cu12==26.2.0",
+    "libcuml-cu12==26.2.0",
+    "libcuvs-cu12==26.2.0",
+    "libkvikio-cu12==26.2.0",
+    "libpysal==4.14.1",
+    "libraft-cu12==26.2.0",
+    "librmm-cu12==26.2.0",
+    "librosa==0.11.0",
+    "libucx-cu12==1.19.0",
+    "libucxx-cu12==0.48.0",
+    "lightgbm==4.6.0",
+    "lightning-utilities==0.15.3",
+    "lime==0.2.0.1",
+    "line_profiler==5.0.2",
+    "linkify-it-py==2.1.0",
+    "litellm==1.82.4",
+    "llvmlite==0.43.0",
+    "lml==0.2.0",
+    "locket==1.0.0",
+    "logical-unification==0.4.7",
+    "lxml==6.1.0",
+    "Mako==1.3.11",
+    "mamba==0.11.3",
+    "mapclassify==2.10.0",
+    "Markdown==3.10.2",
+    "markdown-it-py==4.0.0",
+    "MarkupSafe==3.0.3",
+    "marshmallow==3.26.2",
+    "matplotlib==3.10.0",
+    "matplotlib-inline==0.2.1",
+    "matplotlib-venn==1.1.2",
+    "mcp==1.27.0",
+    "mdit-py-plugins==0.5.0",
+    "mdurl==0.1.2",
+    "mgwr==2.2.1",
+    "minify_html==0.18.1",
+    "miniKanren==1.0.5",
+    "missingno==0.5.2",
+    "mistune==0.8.4",
+    "mizani==0.13.5",
+    "mkl==2025.3.1",
+    "ml_collections==1.1.0",
+    "ml_dtypes==0.5.4",
+    "mlcrate==0.2.0",
+    "mlxtend==0.23.4",
+    "mmh3==5.2.1",
+    "mne==1.12.1",
+    "model-signing==1.1.1",
+    "momepy==0.11.0",
+    "moocore==0.3.1",
+    "more-itertools==10.8.0",
+    "moviepy==1.0.3",
+    "mpld3==0.5.12",
+    "mpmath==1.3.0",
+    "msgpack==1.1.2",
+    "multidict==6.7.1",
+    "multimethod==1.12",
+    "multipledispatch==1.0.0",
+    "multiprocess==0.70.16",
+    "multitasking==0.0.13",
+    "murmurhash==1.0.15",
+    "music21==9.9.1",
+    "mypy_extensions==1.1.0",
+    "namex==0.1.0",
+    "narwhals==2.20.0",
+    "natsort==8.4.0",
+    "nbclassic==1.3.3",
+    "nbclient==0.5.13",
+    "nbconvert==6.4.5",
+    "nbdev==3.0.17",
+    "nbformat==5.10.4",
+    "ndindex==1.10.1",
+    "nest-asyncio==1.6.0",
+    "networkx==3.6.1",
+    "nibabel==5.4.2",
+    "nilearn==0.13.1",
+    "ninja==1.13.0",
+    "nltk==3.9.1",
+    "notebook==6.5.7",
+    "notebook_shim==0.2.4",
+    "numba==0.60.0",
+    "numba-cuda==0.22.2",
+    "numexpr==2.14.1",
+    "numpy==2.0.2",
+    "nvidia-cublas-cu12==12.8.4.1",
+    "nvidia-cuda-cccl-cu12==12.9.27",
+    "nvidia-cuda-cupti-cu12==12.8.90",
+    "nvidia-cuda-nvcc-cu12==12.8.93",
+    "nvidia-cuda-nvrtc-cu12==12.8.93",
+    "nvidia-cuda-runtime-cu12==12.8.90",
+    "nvidia-cudnn-cu12==9.10.2.21",
+    "nvidia-cufft-cu12==11.3.3.83",
+    "nvidia-cufile-cu12==1.13.1.3",
+    "nvidia-curand-cu12==10.3.9.90",
+    "nvidia-cusolver-cu12==11.7.3.90",
+    "nvidia-cusparse-cu12==12.5.8.93",
+    "nvidia-cusparselt-cu12==0.7.1",
+    "nvidia-libnvcomp-cu12==5.1.0.21",
+    "nvidia-ml-py==13.595.45",
+    "nvidia-nccl-cu12==2.27.5",
+    "nvidia-nvimgcodec-cu12==0.7.0.11",
+    "nvidia-nvjitlink-cu12==12.8.93",
+    "nvidia-nvshmem-cu12==3.4.5",
+    "nvidia-nvtx-cu12==12.8.90",
+    "nvtx==0.2.15",
+    "nx-cugraph-cu12 @ https://pypi.nvidia.com/nx-cugraph-cu12/nx_cugraph_cu12-26.2.0-py3-none-any.whl",
+    "oauth2client==4.1.3",
+    "oauthlib==3.3.1",
+    "odfpy==1.4.1",
+    "olefile==0.47",
+    "omegaconf==2.3.0",
+    "onemkl-license==2025.3.1",
+    "onnx==1.22.0",
+    "open-spiel==1.6.15",
+    "openai==2.32.0",
+    "opencv-contrib-python==4.13.0.92",
+    "opencv-python==4.13.0.92",
+    "opencv-python-headless==4.13.0.92",
+    "openpyxl==3.1.5",
+    "openslide-bin==4.0.1.2",
+    "openslide-python==1.4.6",
+    "opentelemetry-api==1.38.0",
+    "opentelemetry-exporter-gcp-logging==1.11.0a0",
+    "opentelemetry-exporter-gcp-monitoring==1.11.0a0",
+    "opentelemetry-exporter-gcp-trace==1.11.0",
+    "opentelemetry-exporter-otlp-proto-common==1.38.0",
+    "opentelemetry-exporter-otlp-proto-http==1.38.0",
+    "opentelemetry-proto==1.38.0",
+    "opentelemetry-resourcedetector-gcp==1.11.0a0",
+    "opentelemetry-sdk==1.38.0",
+    "opentelemetry-semantic-conventions==0.59b0",
+    "opt_einsum==3.4.0",
+    "optax==0.2.8",
+    "optree==0.19.0",
+    "optuna==4.9.0",
+    "orbax-checkpoint==0.11.36",
+    "orderly-set==5.5.0",
+    "orjson==3.11.8",
+    "ormsgpack==1.12.2",
+    "osqp==1.1.1",
+    "overrides==7.7.0",
+    "packaging==26.1",
+    "pandas==2.3.3",
+    "pandas-datareader==0.10.0",
+    "pandas-gbq==0.30.0",
+    "pandas-profiling==3.6.6",
+    "pandas-stubs==2.2.2.240909",
+    "pandasql==0.7.3",
+    "pandocfilters==1.5.1",
+    "panel==1.8.10",
+    "papermill==2.7.0",
+    "param==2.3.3",
+    "parso==0.8.6",
+    "parsy==2.2",
+    "partd==1.4.2",
+    "path==17.1.1",
+    "path.py==12.5.0",
+    "pathos==0.3.2",
+    "pathspec==1.1.1",
+    "patsy==1.0.2",
+    "pdf2image==1.17.0",
+    "peewee==4.0.5",
+    "peft==0.19.1",
+    "pettingzoo==1.24.0",
+    "pexpect==4.9.0",
+    "phik==0.12.5",
+    "pickleshare==0.7.5",
+    "pillow==11.3.0",
+    "platformdirs==4.9.6",
+    "plotly==5.24.1",
+    "plotly-express==0.4.1",
+    "plotnine==0.14.5",
+    "pluggy==1.6.0",
+    "plum-dispatch==2.8.0",
+    "pointpats==2.5.5",
+    "pokerkit==0.6.3",
+    "polars==1.35.2",
+    "polars-runtime-32==1.35.2",
+    "pooch==1.9.0",
+    "portalocker==4.1.0",
+    "portpicker==1.5.2",
+    "POT==0.9.6.post1",
+    "pox==0.3.7",
+    "ppft==1.7.8",
+    "preshed==3.0.13",
+    "prettytable==3.17.0",
+    "proglog==0.1.12",
+    "progressbar2==4.5.0",
+    "prometheus_client==0.25.0",
+    "promise==2.3",
+    "prompt_toolkit==3.0.52",
+    "propcache==0.4.1",
+    "prophet==1.3.0",
+    "proto-plus==1.27.2",
+    "protobuf==5.29.5",
+    "psutil==5.9.5",
+    "psycopg2==2.9.12",
+    "psygnal==0.15.1",
+    "ptyprocess==0.7.0",
+    "pudb==2025.1.5",
+    "PuLP==3.3.0",
+    "puremagic==2.2.0",
+    "py-cpuinfo==9.0.0",
+    "py4j==0.10.9.9",
+    "pyaml==26.2.1",
+    "PyArabic==0.6.15",
+    "pyarrow==24.0.0",
+    "pyasn1==0.6.3",
+    "pyasn1_modules==0.4.2",
+    "pybind11==3.0.4",
+    "pycairo==1.29.0",
+    "pyclipper==1.4.0",
+    "pycocotools==2.0.11",
+    "pycparser==3.0",
+    "pycryptodome==3.23.0",
+    "pycryptodomex==3.23.0",
+    "pycuda==2026.1",
+    "pydantic==2.12.3",
+    "pydantic-settings==2.14.0",
+    "pydantic_core==2.41.4",
+    "pydata-google-auth==1.9.1",
+    "pydicom==3.0.2",
+    "pydot==4.0.1",
+    "pydotplus==2.0.2",
+    "PyDrive2==1.21.3",
+    "pydub==0.25.1",
+    "pyemd==2.0.0",
+    "pyerfa==2.0.1.5",
+    "pyexcel-io==0.6.8",
+    "pyexcel-ods==0.6.0",
+    "pygame==2.6.1",
+    "pygit2==1.19.2",
+    "pygltflib==1.16.5",
+    "Pygments==2.20.0",
+    "PyGObject==3.48.2",
+    "pyiceberg==0.11.1",
+    "pyjson5==2.0.1",
+    "PyJWT==2.12.1",
+    "pyLDAvis==3.4.1",
+    "pylibcudf-cu12==26.2.1",
+    "pylibcugraph-cu12==26.2.0",
+    "pylibraft-cu12==26.2.0",
+    "pymc==5.28.4",
+    "pymongo==4.17.0",
+    "Pympler==1.1",
+    "pynndescent==0.6.0",
+    "pyogrio==0.12.1",
+    "pyomo==6.10.0",
+    "PyOpenGL==3.1.10",
+    "pyOpenSSL==24.2.1",
+    "pyparsing==3.3.2",
+    "pypdf==6.14.2",
+    "pyperclip==1.11.0",
+    "pyproj==3.7.2",
+    "pyproject_hooks==1.2.0",
+    "pyroaring==1.0.4",
+    "pysal==25.7",
+    "pyshp==3.0.3",
+    "PySocks==1.7.1",
+    "pyspark==4.0.2",
+    "pytensor==2.38.2",
+    "pytesseract==0.3.13",
+    "pytest==8.4.2",
+    "python-apt==0.0.0",
+    "python-bidi==0.6.10",
+    "python-box==7.4.1",
+    "python-dateutil==2.9.0.post0",
+    "python-dotenv==1.2.2",
+    "python-fasthtml==0.12.50",
+    "python-json-logger==4.1.0",
+    "python-louvain==0.16",
+    "python-lsp-jsonrpc==1.1.2",
+    "python-lsp-server==1.14.0",
+    "python-multipart==0.0.26",
+    "python-slugify==8.0.4",
+    "python-snappy==0.7.3",
+    "python-utils==3.9.1",
+    "pytokens==0.4.1",
+    "pytools==2026.1.1",
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+    "ypy-websocket==0.8.4",
+    "zict==3.0.0",
+    "zipp==3.23.1",
+    "zstandard==0.25.0"
+  ],
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+  "free_mb_scratch": 1050067
+}

runs/p1-vgg13-cifar100-base-s1/per_sample/train_dynamics.parquet

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