{
  "best_global_step": 7670,
  "best_metric": 0.8499380350112915,
  "best_model_checkpoint": "tiny_bert_rand_5_v2_mnli/checkpoint-7670",
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 15340,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 1.1199190616607666,
      "learning_rate": 4.9e-05,
      "loss": 0.9894,
      "step": 1534
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5552725420275089,
      "eval_loss": 0.9260166883468628,
      "eval_runtime": 2.8587,
      "eval_samples_per_second": 3433.368,
      "eval_steps_per_second": 13.643,
      "step": 1534
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.4727002382278442,
      "learning_rate": 4.8e-05,
      "loss": 0.9044,
      "step": 3068
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.5842078451349975,
      "eval_loss": 0.8912194967269897,
      "eval_runtime": 2.8033,
      "eval_samples_per_second": 3501.241,
      "eval_steps_per_second": 13.912,
      "step": 3068
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.6097134351730347,
      "learning_rate": 4.7e-05,
      "loss": 0.8553,
      "step": 4602
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.5969434538970962,
      "eval_loss": 0.8659091591835022,
      "eval_runtime": 2.8097,
      "eval_samples_per_second": 3493.315,
      "eval_steps_per_second": 13.881,
      "step": 4602
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.6552950143814087,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.8096,
      "step": 6136
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.60825267447784,
      "eval_loss": 0.8656396269798279,
      "eval_runtime": 2.7768,
      "eval_samples_per_second": 3534.651,
      "eval_steps_per_second": 14.045,
      "step": 6136
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.7045304775238037,
      "learning_rate": 4.5e-05,
      "loss": 0.765,
      "step": 7670
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.6164034640855833,
      "eval_loss": 0.8499380350112915,
      "eval_runtime": 2.8047,
      "eval_samples_per_second": 3499.494,
      "eval_steps_per_second": 13.905,
      "step": 7670
    },
    {
      "epoch": 6.0,
      "grad_norm": 2.182920217514038,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.7195,
      "step": 9204
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.6299541518084565,
      "eval_loss": 0.8635302186012268,
      "eval_runtime": 2.7851,
      "eval_samples_per_second": 3524.115,
      "eval_steps_per_second": 14.003,
      "step": 9204
    },
    {
      "epoch": 7.0,
      "grad_norm": 2.068575859069824,
      "learning_rate": 4.3e-05,
      "loss": 0.6754,
      "step": 10738
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.6362710137544575,
      "eval_loss": 0.8769534230232239,
      "eval_runtime": 2.8206,
      "eval_samples_per_second": 3479.748,
      "eval_steps_per_second": 13.827,
      "step": 10738
    },
    {
      "epoch": 8.0,
      "grad_norm": 2.3491876125335693,
      "learning_rate": 4.2e-05,
      "loss": 0.6336,
      "step": 12272
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.6287315333672949,
      "eval_loss": 0.914506733417511,
      "eval_runtime": 2.8023,
      "eval_samples_per_second": 3502.433,
      "eval_steps_per_second": 13.917,
      "step": 12272
    },
    {
      "epoch": 9.0,
      "grad_norm": 3.0106260776519775,
      "learning_rate": 4.1e-05,
      "loss": 0.5919,
      "step": 13806
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.6296484971981661,
      "eval_loss": 0.9488242268562317,
      "eval_runtime": 2.8102,
      "eval_samples_per_second": 3492.655,
      "eval_steps_per_second": 13.878,
      "step": 13806
    },
    {
      "epoch": 10.0,
      "grad_norm": 3.469269275665283,
      "learning_rate": 4e-05,
      "loss": 0.5523,
      "step": 15340
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.6293428425878757,
      "eval_loss": 0.9850627183914185,
      "eval_runtime": 2.7995,
      "eval_samples_per_second": 3506.037,
      "eval_steps_per_second": 13.931,
      "step": 15340
    },
    {
      "epoch": 10.0,
      "step": 15340,
      "total_flos": 1.029836100834816e+17,
      "train_loss": 0.7496284455022103,
      "train_runtime": 2069.0979,
      "train_samples_per_second": 9489.691,
      "train_steps_per_second": 37.069
    }
  ],
  "logging_steps": 1,
  "max_steps": 76700,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 5
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.029836100834816e+17,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}