run-7/checkpoint-5345/trainer_state.json

{
  "best_metric": 0.5298831429205758,
  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-7/checkpoint-3207",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 5345,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.4677268475210477,
      "grad_norm": 12.974456787109375,
      "learning_rate": 1.1101348047567246e-05,
      "loss": 0.5482,
      "step": 500
    },
    {
      "epoch": 0.9354536950420954,
      "grad_norm": 6.763242721557617,
      "learning_rate": 9.955698094257931e-06,
      "loss": 0.4949,
      "step": 1000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.47264614701271057,
      "eval_matthews_correlation": 0.46472372045336796,
      "eval_runtime": 0.7997,
      "eval_samples_per_second": 1304.217,
      "eval_steps_per_second": 82.53,
      "step": 1069
    },
    {
      "epoch": 1.4031805425631432,
      "grad_norm": 21.93242835998535,
      "learning_rate": 8.810048140948619e-06,
      "loss": 0.3822,
      "step": 1500
    },
    {
      "epoch": 1.8709073900841908,
      "grad_norm": 23.08902359008789,
      "learning_rate": 7.664398187639304e-06,
      "loss": 0.3651,
      "step": 2000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.5118151903152466,
      "eval_matthews_correlation": 0.5238946707778435,
      "eval_runtime": 0.7256,
      "eval_samples_per_second": 1437.525,
      "eval_steps_per_second": 90.965,
      "step": 2138
    },
    {
      "epoch": 2.3386342376052385,
      "grad_norm": 0.19134408235549927,
      "learning_rate": 6.5187482343299915e-06,
      "loss": 0.2818,
      "step": 2500
    },
    {
      "epoch": 2.8063610851262863,
      "grad_norm": 25.71369743347168,
      "learning_rate": 5.373098281020679e-06,
      "loss": 0.2996,
      "step": 3000
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.739141583442688,
      "eval_matthews_correlation": 0.5298831429205758,
      "eval_runtime": 0.7927,
      "eval_samples_per_second": 1315.739,
      "eval_steps_per_second": 83.259,
      "step": 3207
    },
    {
      "epoch": 3.2740879326473338,
      "grad_norm": 4.724560260772705,
      "learning_rate": 4.227448327711365e-06,
      "loss": 0.2348,
      "step": 3500
    },
    {
      "epoch": 3.7418147801683816,
      "grad_norm": 2.277522563934326,
      "learning_rate": 3.0817983744020528e-06,
      "loss": 0.2181,
      "step": 4000
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.830931544303894,
      "eval_matthews_correlation": 0.5138995234247261,
      "eval_runtime": 0.7983,
      "eval_samples_per_second": 1306.597,
      "eval_steps_per_second": 82.68,
      "step": 4276
    },
    {
      "epoch": 4.209541627689429,
      "grad_norm": 0.07311611622571945,
      "learning_rate": 1.9361484210927393e-06,
      "loss": 0.1904,
      "step": 4500
    },
    {
      "epoch": 4.677268475210477,
      "grad_norm": 0.10657232999801636,
      "learning_rate": 7.904984677834261e-07,
      "loss": 0.1807,
      "step": 5000
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.9150848388671875,
      "eval_matthews_correlation": 0.5294395294021531,
      "eval_runtime": 0.8892,
      "eval_samples_per_second": 1172.925,
      "eval_steps_per_second": 74.221,
      "step": 5345
    }
  ],
  "logging_steps": 500,
  "max_steps": 5345,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 296102409902808.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.2246998000876558e-05,
    "num_train_epochs": 5,
    "per_device_train_batch_size": 8,
    "seed": 6
  }
}