{
  "best_metric": 0.379541277885437,
  "best_model_checkpoint": "bert_tiny_lda_5_v1_book_qnli/checkpoint-1230",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 3280,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 5.600667476654053,
      "learning_rate": 4.9e-05,
      "loss": 0.5111,
      "step": 410
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8081640124473732,
      "eval_loss": 0.4211691617965698,
      "eval_runtime": 1.683,
      "eval_samples_per_second": 3246.072,
      "eval_steps_per_second": 13.072,
      "step": 410
    },
    {
      "epoch": 2.0,
      "grad_norm": 4.195663928985596,
      "learning_rate": 4.8e-05,
      "loss": 0.4041,
      "step": 820
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8251876258466044,
      "eval_loss": 0.38909679651260376,
      "eval_runtime": 1.7412,
      "eval_samples_per_second": 3137.417,
      "eval_steps_per_second": 12.635,
      "step": 820
    },
    {
      "epoch": 3.0,
      "grad_norm": 5.590042591094971,
      "learning_rate": 4.7e-05,
      "loss": 0.3396,
      "step": 1230
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.832875709317225,
      "eval_loss": 0.379541277885437,
      "eval_runtime": 1.7411,
      "eval_samples_per_second": 3137.606,
      "eval_steps_per_second": 12.635,
      "step": 1230
    },
    {
      "epoch": 4.0,
      "grad_norm": 5.420849800109863,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.2836,
      "step": 1640
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8228079809628409,
      "eval_loss": 0.44419917464256287,
      "eval_runtime": 1.7526,
      "eval_samples_per_second": 3117.129,
      "eval_steps_per_second": 12.553,
      "step": 1640
    },
    {
      "epoch": 5.0,
      "grad_norm": 5.306129455566406,
      "learning_rate": 4.5e-05,
      "loss": 0.2279,
      "step": 2050
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8154859967051071,
      "eval_loss": 0.48089849948883057,
      "eval_runtime": 1.7368,
      "eval_samples_per_second": 3145.495,
      "eval_steps_per_second": 12.667,
      "step": 2050
    },
    {
      "epoch": 6.0,
      "grad_norm": 5.556026935577393,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.1855,
      "step": 2460
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8262859234852645,
      "eval_loss": 0.5276368856430054,
      "eval_runtime": 1.7009,
      "eval_samples_per_second": 3211.749,
      "eval_steps_per_second": 12.934,
      "step": 2460
    },
    {
      "epoch": 7.0,
      "grad_norm": 6.040602684020996,
      "learning_rate": 4.3e-05,
      "loss": 0.1468,
      "step": 2870
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.823357129782171,
      "eval_loss": 0.5409088134765625,
      "eval_runtime": 1.7956,
      "eval_samples_per_second": 3042.377,
      "eval_steps_per_second": 12.252,
      "step": 2870
    },
    {
      "epoch": 8.0,
      "grad_norm": 6.397125244140625,
      "learning_rate": 4.2e-05,
      "loss": 0.1206,
      "step": 3280
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8171334431630972,
      "eval_loss": 0.6155871748924255,
      "eval_runtime": 1.7094,
      "eval_samples_per_second": 3195.79,
      "eval_steps_per_second": 12.87,
      "step": 3280
    },
    {
      "epoch": 8.0,
      "step": 3280,
      "total_flos": 2.197388993748173e+16,
      "train_loss": 0.27741835291792705,
      "train_runtime": 483.5483,
      "train_samples_per_second": 10830.666,
      "train_steps_per_second": 42.395
    }
  ],
  "logging_steps": 1,
  "max_steps": 20500,
  "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": 2.197388993748173e+16,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}