{
  "best_metric": 0.48669904470443726,
  "best_model_checkpoint": "bert_base_lda_20_v1_book_cola/checkpoint-102",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 272,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 3.9988954067230225,
      "learning_rate": 4.9e-05,
      "loss": 0.6052,
      "step": 34
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6912751793861389,
      "eval_loss": 0.5938838720321655,
      "eval_matthews_correlation": 0.0,
      "eval_runtime": 0.6852,
      "eval_samples_per_second": 1522.289,
      "eval_steps_per_second": 7.298,
      "step": 34
    },
    {
      "epoch": 2.0,
      "grad_norm": 4.848330497741699,
      "learning_rate": 4.8e-05,
      "loss": 0.5337,
      "step": 68
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7545541524887085,
      "eval_loss": 0.5131515264511108,
      "eval_matthews_correlation": 0.3639324656122657,
      "eval_runtime": 0.6836,
      "eval_samples_per_second": 1525.781,
      "eval_steps_per_second": 7.314,
      "step": 68
    },
    {
      "epoch": 3.0,
      "grad_norm": 5.25543737411499,
      "learning_rate": 4.7e-05,
      "loss": 0.4113,
      "step": 102
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7890700101852417,
      "eval_loss": 0.48669904470443726,
      "eval_matthews_correlation": 0.47428224772244454,
      "eval_runtime": 0.7023,
      "eval_samples_per_second": 1485.127,
      "eval_steps_per_second": 7.119,
      "step": 102
    },
    {
      "epoch": 4.0,
      "grad_norm": 5.055551528930664,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.2988,
      "step": 136
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7804410457611084,
      "eval_loss": 0.5833057761192322,
      "eval_matthews_correlation": 0.4456190824541546,
      "eval_runtime": 0.6822,
      "eval_samples_per_second": 1528.819,
      "eval_steps_per_second": 7.329,
      "step": 136
    },
    {
      "epoch": 5.0,
      "grad_norm": 5.268617630004883,
      "learning_rate": 4.5e-05,
      "loss": 0.232,
      "step": 170
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7957813739776611,
      "eval_loss": 0.5777825713157654,
      "eval_matthews_correlation": 0.4905937147239641,
      "eval_runtime": 0.6775,
      "eval_samples_per_second": 1539.424,
      "eval_steps_per_second": 7.38,
      "step": 170
    },
    {
      "epoch": 6.0,
      "grad_norm": 5.387474060058594,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.1741,
      "step": 204
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8063278794288635,
      "eval_loss": 0.592420756816864,
      "eval_matthews_correlation": 0.5184234806320535,
      "eval_runtime": 0.68,
      "eval_samples_per_second": 1533.85,
      "eval_steps_per_second": 7.353,
      "step": 204
    },
    {
      "epoch": 7.0,
      "grad_norm": 5.771633148193359,
      "learning_rate": 4.3e-05,
      "loss": 0.1299,
      "step": 238
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8015340566635132,
      "eval_loss": 0.7205991744995117,
      "eval_matthews_correlation": 0.5048506698662225,
      "eval_runtime": 0.6748,
      "eval_samples_per_second": 1545.6,
      "eval_steps_per_second": 7.409,
      "step": 238
    },
    {
      "epoch": 8.0,
      "grad_norm": 5.118968486785889,
      "learning_rate": 4.2e-05,
      "loss": 0.1075,
      "step": 272
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.7986577153205872,
      "eval_loss": 0.6481350660324097,
      "eval_matthews_correlation": 0.5020753041155603,
      "eval_runtime": 0.6785,
      "eval_samples_per_second": 1537.3,
      "eval_steps_per_second": 7.37,
      "step": 272
    },
    {
      "epoch": 8.0,
      "step": 272,
      "total_flos": 8999450537533440.0,
      "train_loss": 0.31154586725375233,
      "train_runtime": 134.705,
      "train_samples_per_second": 3173.972,
      "train_steps_per_second": 12.62
    }
  ],
  "logging_steps": 1,
  "max_steps": 1700,
  "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": 8999450537533440.0,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}