trainer_state.json

{
  "best_metric": 1.0977137088775635,
  "best_model_checkpoint": "hBERTv2_new_pretrain_48_emb_com_mnli/checkpoint-15340",
  "epoch": 10.0,
  "global_step": 30680,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 3.9200000000000004e-05,
      "loss": 1.1059,
      "step": 3068
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.31818644931227713,
      "eval_loss": 1.103637456893921,
      "eval_runtime": 43.1654,
      "eval_samples_per_second": 227.381,
      "eval_steps_per_second": 1.784,
      "step": 3068
    },
    {
      "epoch": 2.0,
      "learning_rate": 3.8400000000000005e-05,
      "loss": 1.1014,
      "step": 6136
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.3273560876209883,
      "eval_loss": 1.1026175022125244,
      "eval_runtime": 43.1828,
      "eval_samples_per_second": 227.289,
      "eval_steps_per_second": 1.783,
      "step": 6136
    },
    {
      "epoch": 3.0,
      "learning_rate": 3.76e-05,
      "loss": 1.0997,
      "step": 9204
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.31818644931227713,
      "eval_loss": 1.1008087396621704,
      "eval_runtime": 43.0883,
      "eval_samples_per_second": 227.788,
      "eval_steps_per_second": 1.787,
      "step": 9204
    },
    {
      "epoch": 4.0,
      "learning_rate": 3.680000000000001e-05,
      "loss": 1.0982,
      "step": 12272
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.33112582781456956,
      "eval_loss": 1.0977925062179565,
      "eval_runtime": 43.0333,
      "eval_samples_per_second": 228.079,
      "eval_steps_per_second": 1.789,
      "step": 12272
    },
    {
      "epoch": 5.0,
      "learning_rate": 3.6e-05,
      "loss": 1.0978,
      "step": 15340
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.3329597554763118,
      "eval_loss": 1.0977137088775635,
      "eval_runtime": 43.058,
      "eval_samples_per_second": 227.948,
      "eval_steps_per_second": 1.788,
      "step": 15340
    },
    {
      "epoch": 6.0,
      "learning_rate": 3.52e-05,
      "loss": 1.0976,
      "step": 18408
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.3544574630667346,
      "eval_loss": 1.0984772443771362,
      "eval_runtime": 43.1911,
      "eval_samples_per_second": 227.246,
      "eval_steps_per_second": 1.783,
      "step": 18408
    },
    {
      "epoch": 7.0,
      "learning_rate": 3.44e-05,
      "loss": 1.0987,
      "step": 21476
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.3182883341823739,
      "eval_loss": 1.0986559391021729,
      "eval_runtime": 42.9975,
      "eval_samples_per_second": 228.269,
      "eval_steps_per_second": 1.791,
      "step": 21476
    },
    {
      "epoch": 8.0,
      "learning_rate": 3.3600000000000004e-05,
      "loss": 1.0987,
      "step": 24544
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.3544574630667346,
      "eval_loss": 1.098609447479248,
      "eval_runtime": 43.0102,
      "eval_samples_per_second": 228.202,
      "eval_steps_per_second": 1.79,
      "step": 24544
    },
    {
      "epoch": 9.0,
      "learning_rate": 3.28e-05,
      "loss": 1.0986,
      "step": 27612
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.3544574630667346,
      "eval_loss": 1.0986100435256958,
      "eval_runtime": 43.1085,
      "eval_samples_per_second": 227.682,
      "eval_steps_per_second": 1.786,
      "step": 27612
    },
    {
      "epoch": 10.0,
      "learning_rate": 3.2000000000000005e-05,
      "loss": 1.0987,
      "step": 30680
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.31818644931227713,
      "eval_loss": 1.0986064672470093,
      "eval_runtime": 43.0847,
      "eval_samples_per_second": 227.807,
      "eval_steps_per_second": 1.787,
      "step": 30680
    },
    {
      "epoch": 10.0,
      "step": 30680,
      "total_flos": 5.752713556000768e+17,
      "train_loss": 1.0995322733534671,
      "train_runtime": 52543.2624,
      "train_samples_per_second": 373.694,
      "train_steps_per_second": 2.919
    }
  ],
  "max_steps": 153400,
  "num_train_epochs": 50,
  "total_flos": 5.752713556000768e+17,
  "trial_name": null,
  "trial_params": null
}