{
  "best_metric": 0.6153628826141357,
  "best_model_checkpoint": "/scratch/hlv8980/Attack_Benchmark/models/hyena/H3K36me3/origin/checkpoint-800",
  "epoch": 4.0,
  "global_step": 1744,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.23,
      "learning_rate": 2.9185360094451005e-05,
      "loss": 0.6753,
      "step": 100
    },
    {
      "epoch": 0.46,
      "learning_rate": 2.743211334120425e-05,
      "loss": 0.6463,
      "step": 200
    },
    {
      "epoch": 0.46,
      "eval_accuracy": 0.6381880733944955,
      "eval_f1": 0.6293704480200728,
      "eval_loss": 0.6571564078330994,
      "eval_matthews_correlation": 0.2687158724644651,
      "eval_precision": 0.638140624481766,
      "eval_recall": 0.6306788288840222,
      "eval_runtime": 0.3776,
      "eval_samples_per_second": 9236.671,
      "eval_steps_per_second": 145.647,
      "step": 200
    },
    {
      "epoch": 0.69,
      "learning_rate": 2.566115702479339e-05,
      "loss": 0.6291,
      "step": 300
    },
    {
      "epoch": 0.92,
      "learning_rate": 2.3890200708382528e-05,
      "loss": 0.6164,
      "step": 400
    },
    {
      "epoch": 0.92,
      "eval_accuracy": 0.6533830275229358,
      "eval_f1": 0.6501947076192083,
      "eval_loss": 0.6272850632667542,
      "eval_matthews_correlation": 0.3014520165470814,
      "eval_precision": 0.6515533176621434,
      "eval_recall": 0.6499032150567714,
      "eval_runtime": 0.3825,
      "eval_samples_per_second": 9119.121,
      "eval_steps_per_second": 143.793,
      "step": 400
    },
    {
      "epoch": 1.15,
      "learning_rate": 2.2119244391971666e-05,
      "loss": 0.6008,
      "step": 500
    },
    {
      "epoch": 1.38,
      "learning_rate": 2.0348288075560804e-05,
      "loss": 0.5908,
      "step": 600
    },
    {
      "epoch": 1.38,
      "eval_accuracy": 0.654243119266055,
      "eval_f1": 0.6523705255140899,
      "eval_loss": 0.6235532164573669,
      "eval_matthews_correlation": 0.3047933721984209,
      "eval_precision": 0.6525386181989038,
      "eval_recall": 0.652254886062605,
      "eval_runtime": 0.3782,
      "eval_samples_per_second": 9221.911,
      "eval_steps_per_second": 145.414,
      "step": 600
    },
    {
      "epoch": 1.61,
      "learning_rate": 1.8577331759149942e-05,
      "loss": 0.5798,
      "step": 700
    },
    {
      "epoch": 1.83,
      "learning_rate": 1.680637544273908e-05,
      "loss": 0.5861,
      "step": 800
    },
    {
      "epoch": 1.83,
      "eval_accuracy": 0.6657110091743119,
      "eval_f1": 0.6596887517940149,
      "eval_loss": 0.6153628826141357,
      "eval_matthews_correlation": 0.3252959939784362,
      "eval_precision": 0.6655924237460404,
      "eval_recall": 0.6597559255801235,
      "eval_runtime": 0.3805,
      "eval_samples_per_second": 9166.252,
      "eval_steps_per_second": 144.537,
      "step": 800
    },
    {
      "epoch": 2.06,
      "learning_rate": 1.5035419126328217e-05,
      "loss": 0.5815,
      "step": 900
    },
    {
      "epoch": 2.29,
      "learning_rate": 1.3264462809917357e-05,
      "loss": 0.5418,
      "step": 1000
    },
    {
      "epoch": 2.29,
      "eval_accuracy": 0.663704128440367,
      "eval_f1": 0.662298907706719,
      "eval_loss": 0.6290417313575745,
      "eval_matthews_correlation": 0.3246066893936959,
      "eval_precision": 0.6622490983117438,
      "eval_recall": 0.6623576092186956,
      "eval_runtime": 0.3783,
      "eval_samples_per_second": 9221.173,
      "eval_steps_per_second": 145.403,
      "step": 1000
    },
    {
      "epoch": 2.52,
      "learning_rate": 1.1493506493506495e-05,
      "loss": 0.5349,
      "step": 1100
    },
    {
      "epoch": 2.75,
      "learning_rate": 9.722550177095632e-06,
      "loss": 0.5462,
      "step": 1200
    },
    {
      "epoch": 2.75,
      "eval_accuracy": 0.6688646788990825,
      "eval_f1": 0.6648234050545554,
      "eval_loss": 0.6210712194442749,
      "eval_matthews_correlation": 0.33212236005328033,
      "eval_precision": 0.6676485636768795,
      "eval_recall": 0.6644888265490297,
      "eval_runtime": 0.3788,
      "eval_samples_per_second": 9208.41,
      "eval_steps_per_second": 145.201,
      "step": 1200
    },
    {
      "epoch": 2.98,
      "learning_rate": 7.95159386068477e-06,
      "loss": 0.5375,
      "step": 1300
    },
    {
      "epoch": 3.21,
      "learning_rate": 6.180637544273908e-06,
      "loss": 0.4954,
      "step": 1400
    },
    {
      "epoch": 3.21,
      "eval_accuracy": 0.6648509174311926,
      "eval_f1": 0.6602246823985176,
      "eval_loss": 0.6378622055053711,
      "eval_matthews_correlation": 0.32377317797326727,
      "eval_precision": 0.6638023612345288,
      "eval_recall": 0.6599932229072341,
      "eval_runtime": 0.3796,
      "eval_samples_per_second": 9189.796,
      "eval_steps_per_second": 144.908,
      "step": 1400
    },
    {
      "epoch": 3.44,
      "learning_rate": 4.409681227863046e-06,
      "loss": 0.4748,
      "step": 1500
    },
    {
      "epoch": 3.67,
      "learning_rate": 2.638724911452184e-06,
      "loss": 0.4717,
      "step": 1600
    },
    {
      "epoch": 3.67,
      "eval_accuracy": 0.663704128440367,
      "eval_f1": 0.6607953280662985,
      "eval_loss": 0.6447471976280212,
      "eval_matthews_correlation": 0.3224627838118332,
      "eval_precision": 0.6620022673468707,
      "eval_recall": 0.6604641846169903,
      "eval_runtime": 0.3884,
      "eval_samples_per_second": 8979.758,
      "eval_steps_per_second": 141.596,
      "step": 1600
    },
    {
      "epoch": 3.9,
      "learning_rate": 8.677685950413224e-07,
      "loss": 0.476,
      "step": 1700
    },
    {
      "epoch": 4.0,
      "step": 1744,
      "total_flos": 561298941149184.0,
      "train_loss": 0.5613566888581722,
      "train_runtime": 66.3555,
      "train_samples_per_second": 1682.092,
      "train_steps_per_second": 26.283
    }
  ],
  "max_steps": 1744,
  "num_train_epochs": 4,
  "total_flos": 561298941149184.0,
  "trial_name": null,
  "trial_params": null
}