{
  "best_metric": 0.2726672291755676,
  "best_model_checkpoint": "nrshoudi/wav2vec_arabic_mdd/checkpoint-8185",
  "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": 8.1087,
      "step": 1637
    },
    {
      "epoch": 1.0,
      "eval_loss": 3.1701228618621826,
      "eval_per": 1.0,
      "eval_runtime": 115.1384,
      "eval_samples_per_second": 7.061,
      "eval_steps_per_second": 3.535,
      "eval_wer": 1.0,
      "step": 1637
    },
    {
      "epoch": 2.0,
      "learning_rate": 0.0001,
      "loss": 1.1869,
      "step": 3274
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.40448808670043945,
      "eval_per": 0.06459059643833034,
      "eval_runtime": 117.2186,
      "eval_samples_per_second": 6.936,
      "eval_steps_per_second": 3.472,
      "eval_wer": 0.07997760253837899,
      "step": 3274
    },
    {
      "epoch": 3.0,
      "learning_rate": 9.444444444444444e-05,
      "loss": 0.2,
      "step": 4911
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.3259519040584564,
      "eval_per": 0.04635823989446905,
      "eval_runtime": 116.6876,
      "eval_samples_per_second": 6.967,
      "eval_steps_per_second": 3.488,
      "eval_wer": 0.05907330502543045,
      "step": 4911
    },
    {
      "epoch": 4.0,
      "learning_rate": 8.888888888888889e-05,
      "loss": 0.1283,
      "step": 6548
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.3042123317718506,
      "eval_per": 0.04748892867238293,
      "eval_runtime": 116.8704,
      "eval_samples_per_second": 6.956,
      "eval_steps_per_second": 3.482,
      "eval_wer": 0.06182632634968037,
      "step": 6548
    },
    {
      "epoch": 5.0,
      "learning_rate": 8.333333333333334e-05,
      "loss": 0.1037,
      "step": 8185
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.2726672291755676,
      "eval_per": 0.04101102421558466,
      "eval_runtime": 117.5633,
      "eval_samples_per_second": 6.915,
      "eval_steps_per_second": 3.462,
      "eval_wer": 0.053147309971536556,
      "step": 8185
    },
    {
      "epoch": 6.0,
      "learning_rate": 7.777777777777778e-05,
      "loss": 0.0844,
      "step": 9822
    },
    {
      "epoch": 6.0,
      "eval_loss": 0.31839433312416077,
      "eval_per": 0.040916800150758506,
      "eval_runtime": 117.5398,
      "eval_samples_per_second": 6.917,
      "eval_steps_per_second": 3.463,
      "eval_wer": 0.05431384443096449,
      "step": 9822
    },
    {
      "epoch": 7.0,
      "learning_rate": 7.222222222222222e-05,
      "loss": 0.0738,
      "step": 11459
    },
    {
      "epoch": 7.0,
      "eval_loss": 0.28862160444259644,
      "eval_per": 0.03655893715254876,
      "eval_runtime": 117.5297,
      "eval_samples_per_second": 6.917,
      "eval_steps_per_second": 3.463,
      "eval_wer": 0.048527833512201954,
      "step": 11459
    },
    {
      "epoch": 8.0,
      "learning_rate": 6.666666666666667e-05,
      "loss": 0.0613,
      "step": 13096
    },
    {
      "epoch": 8.0,
      "eval_loss": 0.3345281481742859,
      "eval_per": 0.037359841703571095,
      "eval_runtime": 117.0501,
      "eval_samples_per_second": 6.946,
      "eval_steps_per_second": 3.477,
      "eval_wer": 0.04880780178246465,
      "step": 13096
    },
    {
      "epoch": 9.0,
      "learning_rate": 6.111111111111112e-05,
      "loss": 0.0573,
      "step": 14733
    },
    {
      "epoch": 9.0,
      "eval_loss": 0.34689363837242126,
      "eval_per": 0.03943277112974654,
      "eval_runtime": 117.6593,
      "eval_samples_per_second": 6.91,
      "eval_steps_per_second": 3.459,
      "eval_wer": 0.05053427278241799,
      "step": 14733
    },
    {
      "epoch": 10.0,
      "learning_rate": 5.555555555555556e-05,
      "loss": 0.0514,
      "step": 16370
    },
    {
      "epoch": 10.0,
      "eval_loss": 0.3245474100112915,
      "eval_per": 0.038608310562517664,
      "eval_runtime": 117.7221,
      "eval_samples_per_second": 6.906,
      "eval_steps_per_second": 3.457,
      "eval_wer": 0.051047547944566285,
      "step": 16370
    },
    {
      "epoch": 11.0,
      "learning_rate": 5e-05,
      "loss": 0.0469,
      "step": 18007
    },
    {
      "epoch": 11.0,
      "eval_loss": 0.30943331122398376,
      "eval_per": 0.03738339771977763,
      "eval_runtime": 118.4378,
      "eval_samples_per_second": 6.864,
      "eval_steps_per_second": 3.436,
      "eval_wer": 0.049181092809481596,
      "step": 18007
    },
    {
      "epoch": 12.0,
      "learning_rate": 4.4444444444444447e-05,
      "loss": 0.0375,
      "step": 19644
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.36555343866348267,
      "eval_per": 0.03919721096768115,
      "eval_runtime": 117.4812,
      "eval_samples_per_second": 6.92,
      "eval_steps_per_second": 3.464,
      "eval_wer": 0.05207409826886286,
      "step": 19644
    },
    {
      "epoch": 13.0,
      "learning_rate": 3.888888888888889e-05,
      "loss": 0.0356,
      "step": 21281
    },
    {
      "epoch": 13.0,
      "eval_loss": 0.3295977711677551,
      "eval_per": 0.03561669650428719,
      "eval_runtime": 120.3969,
      "eval_samples_per_second": 6.753,
      "eval_steps_per_second": 3.38,
      "eval_wer": 0.04722131491764267,
      "step": 21281
    },
    {
      "epoch": 14.0,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.0291,
      "step": 22918
    },
    {
      "epoch": 14.0,
      "eval_loss": 0.3301165699958801,
      "eval_per": 0.033637991142937904,
      "eval_runtime": 120.2853,
      "eval_samples_per_second": 6.759,
      "eval_steps_per_second": 3.384,
      "eval_wer": 0.04479492324203257,
      "step": 22918
    },
    {
      "epoch": 15.0,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.0242,
      "step": 24555
    },
    {
      "epoch": 15.0,
      "eval_loss": 0.3575274646282196,
      "eval_per": 0.03573447658531989,
      "eval_runtime": 120.2073,
      "eval_samples_per_second": 6.763,
      "eval_steps_per_second": 3.386,
      "eval_wer": 0.046008119079837616,
      "step": 24555
    },
    {
      "epoch": 16.0,
      "learning_rate": 2.2222222222222223e-05,
      "loss": 0.0216,
      "step": 26192
    },
    {
      "epoch": 16.0,
      "eval_loss": 0.3376178741455078,
      "eval_per": 0.033496655045698674,
      "eval_runtime": 119.4419,
      "eval_samples_per_second": 6.807,
      "eval_steps_per_second": 3.408,
      "eval_wer": 0.04428164807988428,
      "step": 26192
    },
    {
      "epoch": 17.0,
      "learning_rate": 1.6666666666666667e-05,
      "loss": 0.0208,
      "step": 27829
    },
    {
      "epoch": 17.0,
      "eval_loss": 0.3688383400440216,
      "eval_per": 0.033190426835013664,
      "eval_runtime": 118.4061,
      "eval_samples_per_second": 6.866,
      "eval_steps_per_second": 3.437,
      "eval_wer": 0.04358172740422752,
      "step": 27829
    },
    {
      "epoch": 18.0,
      "learning_rate": 1.1111111111111112e-05,
      "loss": 0.018,
      "step": 29466
    },
    {
      "epoch": 18.0,
      "eval_loss": 0.3673172891139984,
      "eval_per": 0.03403844341844907,
      "eval_runtime": 118.1876,
      "eval_samples_per_second": 6.879,
      "eval_steps_per_second": 3.444,
      "eval_wer": 0.04446829359339275,
      "step": 29466
    },
    {
      "epoch": 19.0,
      "learning_rate": 5.555555555555556e-06,
      "loss": 0.0164,
      "step": 31103
    },
    {
      "epoch": 19.0,
      "eval_loss": 0.35759395360946655,
      "eval_per": 0.03271930651088288,
      "eval_runtime": 119.0412,
      "eval_samples_per_second": 6.83,
      "eval_steps_per_second": 3.419,
      "eval_wer": 0.043208436377210585,
      "step": 31103
    },
    {
      "epoch": 20.0,
      "learning_rate": 0.0,
      "loss": 0.0128,
      "step": 32740
    },
    {
      "epoch": 20.0,
      "eval_loss": 0.3501162827014923,
      "eval_per": 0.03269575049467634,
      "eval_runtime": 118.2142,
      "eval_samples_per_second": 6.877,
      "eval_steps_per_second": 3.443,
      "eval_wer": 0.04316177499883347,
      "step": 32740
    },
    {
      "epoch": 20.0,
      "step": 32740,
      "total_flos": 1.0473975577487264e+19,
      "train_loss": 0.5159456469186866,
      "train_runtime": 19614.1198,
      "train_samples_per_second": 3.337,
      "train_steps_per_second": 1.669
    }
  ],
  "logging_steps": 500,
  "max_steps": 32740,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 1.0473975577487264e+19,
  "trial_name": null,
  "trial_params": null
}