{
  "best_metric": 0.30562952160835266,
  "best_model_checkpoint": "nrshoudi/hubert-large-ls960-ft-V2/checkpoint-11459",
  "epoch": 20.0,
  "eval_steps": 500,
  "global_step": 32740,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 5e-05,
      "loss": 5.7632,
      "step": 1637
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.827274739742279,
      "eval_per": 0.37939319702251956,
      "eval_runtime": 121.0895,
      "eval_samples_per_second": 6.714,
      "eval_steps_per_second": 3.361,
      "eval_wer": 0.38756940880033597,
      "step": 1637
    },
    {
      "epoch": 2.0,
      "learning_rate": 0.0001,
      "loss": 0.374,
      "step": 3274
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.44683241844177246,
      "eval_per": 0.04930274192028644,
      "eval_runtime": 121.2244,
      "eval_samples_per_second": 6.707,
      "eval_steps_per_second": 3.357,
      "eval_wer": 0.06345947459287947,
      "step": 3274
    },
    {
      "epoch": 3.0,
      "learning_rate": 9.444444444444444e-05,
      "loss": 0.1657,
      "step": 4911
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.36616575717926025,
      "eval_per": 0.045957787618957885,
      "eval_runtime": 121.3137,
      "eval_samples_per_second": 6.702,
      "eval_steps_per_second": 3.355,
      "eval_wer": 0.059586580187578744,
      "step": 4911
    },
    {
      "epoch": 4.0,
      "learning_rate": 8.888888888888889e-05,
      "loss": 0.1179,
      "step": 6548
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.38089635968208313,
      "eval_per": 0.040068783567323095,
      "eval_runtime": 121.6978,
      "eval_samples_per_second": 6.68,
      "eval_steps_per_second": 3.344,
      "eval_wer": 0.05184079137697727,
      "step": 6548
    },
    {
      "epoch": 5.0,
      "learning_rate": 8.333333333333334e-05,
      "loss": 0.0922,
      "step": 8185
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.42326560616493225,
      "eval_per": 0.038608310562517664,
      "eval_runtime": 120.8486,
      "eval_samples_per_second": 6.727,
      "eval_steps_per_second": 3.368,
      "eval_wer": 0.05193411413373151,
      "step": 8185
    },
    {
      "epoch": 6.0,
      "learning_rate": 7.777777777777778e-05,
      "loss": 0.0763,
      "step": 9822
    },
    {
      "epoch": 6.0,
      "eval_loss": 0.38515937328338623,
      "eval_per": 0.03900876283802883,
      "eval_runtime": 122.1839,
      "eval_samples_per_second": 6.654,
      "eval_steps_per_second": 3.331,
      "eval_wer": 0.05170080724184593,
      "step": 9822
    },
    {
      "epoch": 7.0,
      "learning_rate": 7.222222222222222e-05,
      "loss": 0.0649,
      "step": 11459
    },
    {
      "epoch": 7.0,
      "eval_loss": 0.30562952160835266,
      "eval_per": 0.03771318194666918,
      "eval_runtime": 122.2792,
      "eval_samples_per_second": 6.649,
      "eval_steps_per_second": 3.328,
      "eval_wer": 0.0486678176473333,
      "step": 11459
    },
    {
      "epoch": 8.0,
      "learning_rate": 6.666666666666667e-05,
      "loss": 0.056,
      "step": 13096
    },
    {
      "epoch": 8.0,
      "eval_loss": 0.3265678882598877,
      "eval_per": 0.03531046829360219,
      "eval_runtime": 122.0342,
      "eval_samples_per_second": 6.662,
      "eval_steps_per_second": 3.335,
      "eval_wer": 0.046008119079837616,
      "step": 13096
    },
    {
      "epoch": 9.0,
      "learning_rate": 6.111111111111112e-05,
      "loss": 0.0467,
      "step": 14733
    },
    {
      "epoch": 9.0,
      "eval_loss": 0.36078736186027527,
      "eval_per": 0.034603787807406014,
      "eval_runtime": 122.8523,
      "eval_samples_per_second": 6.618,
      "eval_steps_per_second": 3.313,
      "eval_wer": 0.045774812187952034,
      "step": 14733
    },
    {
      "epoch": 10.0,
      "learning_rate": 5.555555555555556e-05,
      "loss": 0.04,
      "step": 16370
    },
    {
      "epoch": 10.0,
      "eval_loss": 0.3399020731449127,
      "eval_per": 0.0354989164232545,
      "eval_runtime": 122.172,
      "eval_samples_per_second": 6.655,
      "eval_steps_per_second": 3.331,
      "eval_wer": 0.046054780458214734,
      "step": 16370
    },
    {
      "epoch": 11.0,
      "learning_rate": 5e-05,
      "loss": 0.0356,
      "step": 18007
    },
    {
      "epoch": 11.0,
      "eval_loss": 0.3549004793167114,
      "eval_per": 0.03406199943465561,
      "eval_runtime": 122.2968,
      "eval_samples_per_second": 6.648,
      "eval_steps_per_second": 3.328,
      "eval_wer": 0.044141663944752926,
      "step": 18007
    },
    {
      "epoch": 12.0,
      "learning_rate": 4.4444444444444447e-05,
      "loss": 0.0336,
      "step": 19644
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.3391400873661041,
      "eval_per": 0.0332139828512202,
      "eval_runtime": 121.4522,
      "eval_samples_per_second": 6.694,
      "eval_steps_per_second": 3.351,
      "eval_wer": 0.043021790863702114,
      "step": 19644
    },
    {
      "epoch": 13.0,
      "learning_rate": 3.888888888888889e-05,
      "loss": 0.0338,
      "step": 21281
    },
    {
      "epoch": 13.0,
      "eval_loss": 0.396840363740921,
      "eval_per": 0.0383256383680392,
      "eval_runtime": 121.446,
      "eval_samples_per_second": 6.694,
      "eval_steps_per_second": 3.351,
      "eval_wer": 0.04824786524193925,
      "step": 21281
    },
    {
      "epoch": 14.0,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.0278,
      "step": 22918
    },
    {
      "epoch": 14.0,
      "eval_loss": 0.3698951303958893,
      "eval_per": 0.03759540186563649,
      "eval_runtime": 121.8935,
      "eval_samples_per_second": 6.67,
      "eval_steps_per_second": 3.339,
      "eval_wer": 0.04675470113387149,
      "step": 22918
    },
    {
      "epoch": 15.0,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.0224,
      "step": 24555
    },
    {
      "epoch": 15.0,
      "eval_loss": 0.36799514293670654,
      "eval_per": 0.036511825120135684,
      "eval_runtime": 121.7292,
      "eval_samples_per_second": 6.679,
      "eval_steps_per_second": 3.343,
      "eval_wer": 0.04582147356632915,
      "step": 24555
    },
    {
      "epoch": 16.0,
      "learning_rate": 2.2222222222222223e-05,
      "loss": 0.0225,
      "step": 26192
    },
    {
      "epoch": 16.0,
      "eval_loss": 0.37129172682762146,
      "eval_per": 0.03917365495147461,
      "eval_runtime": 121.6732,
      "eval_samples_per_second": 6.682,
      "eval_steps_per_second": 3.345,
      "eval_wer": 0.04768792870141384,
      "step": 26192
    },
    {
      "epoch": 17.0,
      "learning_rate": 1.6666666666666667e-05,
      "loss": 0.0189,
      "step": 27829
    },
    {
      "epoch": 17.0,
      "eval_loss": 0.3680973947048187,
      "eval_per": 0.035027796099123716,
      "eval_runtime": 121.6009,
      "eval_samples_per_second": 6.686,
      "eval_steps_per_second": 3.347,
      "eval_wer": 0.044188325323130044,
      "step": 27829
    },
    {
      "epoch": 18.0,
      "learning_rate": 1.1111111111111112e-05,
      "loss": 0.0185,
      "step": 29466
    },
    {
      "epoch": 18.0,
      "eval_loss": 0.38294902443885803,
      "eval_per": 0.03523980024498257,
      "eval_runtime": 121.5661,
      "eval_samples_per_second": 6.688,
      "eval_steps_per_second": 3.348,
      "eval_wer": 0.04442163221501563,
      "step": 29466
    },
    {
      "epoch": 19.0,
      "learning_rate": 5.555555555555556e-06,
      "loss": 0.018,
      "step": 31103
    },
    {
      "epoch": 19.0,
      "eval_loss": 0.38662299513816833,
      "eval_per": 0.03542824837463488,
      "eval_runtime": 121.986,
      "eval_samples_per_second": 6.665,
      "eval_steps_per_second": 3.336,
      "eval_wer": 0.04498156875554104,
      "step": 31103
    },
    {
      "epoch": 20.0,
      "learning_rate": 0.0,
      "loss": 0.0169,
      "step": 32740
    },
    {
      "epoch": 20.0,
      "eval_loss": 0.37597647309303284,
      "eval_per": 0.03542824837463488,
      "eval_runtime": 122.2942,
      "eval_samples_per_second": 6.648,
      "eval_steps_per_second": 3.328,
      "eval_wer": 0.04446829359339275,
      "step": 32740
    },
    {
      "epoch": 20.0,
      "step": 32740,
      "total_flos": 1.0473975577487264e+19,
      "train_loss": 0.3522421885789278,
      "train_runtime": 20020.8901,
      "train_samples_per_second": 3.27,
      "train_steps_per_second": 1.635
    }
  ],
  "logging_steps": 500,
  "max_steps": 32740,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 1.0473975577487264e+19,
  "trial_name": null,
  "trial_params": null
}