{
  "best_metric": 0.32343700528144836,
  "best_model_checkpoint": "/scratch/skscla001/speech/results/mms-1b-toigen-balanced-model/checkpoint-2000",
  "epoch": 21.238938053097346,
  "eval_steps": 100,
  "global_step": 2400,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8849557522123894,
      "grad_norm": 3.8822503089904785,
      "learning_rate": 0.00028799999999999995,
      "loss": 14.2297,
      "step": 100
    },
    {
      "epoch": 0.8849557522123894,
      "eval_loss": 3.483584403991699,
      "eval_runtime": 18.7703,
      "eval_samples_per_second": 11.081,
      "eval_steps_per_second": 2.77,
      "eval_wer": 1.0055555555555555,
      "step": 100
    },
    {
      "epoch": 1.7699115044247788,
      "grad_norm": 3.1678736209869385,
      "learning_rate": 0.0002998980169971671,
      "loss": 4.1389,
      "step": 200
    },
    {
      "epoch": 1.7699115044247788,
      "eval_loss": 0.5561802983283997,
      "eval_runtime": 18.75,
      "eval_samples_per_second": 11.093,
      "eval_steps_per_second": 2.773,
      "eval_wer": 0.5694444444444444,
      "step": 200
    },
    {
      "epoch": 2.6548672566371683,
      "grad_norm": 1.6712620258331299,
      "learning_rate": 0.00029979178470254956,
      "loss": 1.3643,
      "step": 300
    },
    {
      "epoch": 2.6548672566371683,
      "eval_loss": 0.4360348582267761,
      "eval_runtime": 18.7668,
      "eval_samples_per_second": 11.083,
      "eval_steps_per_second": 2.771,
      "eval_wer": 0.49583333333333335,
      "step": 300
    },
    {
      "epoch": 3.5398230088495577,
      "grad_norm": 1.3147025108337402,
      "learning_rate": 0.00029968555240793195,
      "loss": 1.1715,
      "step": 400
    },
    {
      "epoch": 3.5398230088495577,
      "eval_loss": 0.3980385661125183,
      "eval_runtime": 18.8024,
      "eval_samples_per_second": 11.062,
      "eval_steps_per_second": 2.766,
      "eval_wer": 0.4824074074074074,
      "step": 400
    },
    {
      "epoch": 4.424778761061947,
      "grad_norm": 1.7749208211898804,
      "learning_rate": 0.00029957932011331445,
      "loss": 1.1309,
      "step": 500
    },
    {
      "epoch": 4.424778761061947,
      "eval_loss": 0.37851694226264954,
      "eval_runtime": 19.1098,
      "eval_samples_per_second": 10.884,
      "eval_steps_per_second": 2.721,
      "eval_wer": 0.4583333333333333,
      "step": 500
    },
    {
      "epoch": 5.3097345132743365,
      "grad_norm": 1.853244662284851,
      "learning_rate": 0.0002994730878186969,
      "loss": 1.0283,
      "step": 600
    },
    {
      "epoch": 5.3097345132743365,
      "eval_loss": 0.37413156032562256,
      "eval_runtime": 18.6437,
      "eval_samples_per_second": 11.157,
      "eval_steps_per_second": 2.789,
      "eval_wer": 0.4476851851851852,
      "step": 600
    },
    {
      "epoch": 6.1946902654867255,
      "grad_norm": 1.4990218877792358,
      "learning_rate": 0.0002993668555240793,
      "loss": 1.0148,
      "step": 700
    },
    {
      "epoch": 6.1946902654867255,
      "eval_loss": 0.36694276332855225,
      "eval_runtime": 18.6699,
      "eval_samples_per_second": 11.141,
      "eval_steps_per_second": 2.785,
      "eval_wer": 0.44027777777777777,
      "step": 700
    },
    {
      "epoch": 7.079646017699115,
      "grad_norm": 2.7431230545043945,
      "learning_rate": 0.0002992606232294617,
      "loss": 0.9961,
      "step": 800
    },
    {
      "epoch": 7.079646017699115,
      "eval_loss": 0.36071425676345825,
      "eval_runtime": 18.6525,
      "eval_samples_per_second": 11.151,
      "eval_steps_per_second": 2.788,
      "eval_wer": 0.4356481481481482,
      "step": 800
    },
    {
      "epoch": 7.964601769911504,
      "grad_norm": 2.0985348224639893,
      "learning_rate": 0.00029915439093484416,
      "loss": 0.9248,
      "step": 900
    },
    {
      "epoch": 7.964601769911504,
      "eval_loss": 0.3580877482891083,
      "eval_runtime": 18.871,
      "eval_samples_per_second": 11.022,
      "eval_steps_per_second": 2.756,
      "eval_wer": 0.4236111111111111,
      "step": 900
    },
    {
      "epoch": 8.849557522123893,
      "grad_norm": 1.3972795009613037,
      "learning_rate": 0.0002990481586402266,
      "loss": 0.9482,
      "step": 1000
    },
    {
      "epoch": 8.849557522123893,
      "eval_loss": 0.3462725281715393,
      "eval_runtime": 18.815,
      "eval_samples_per_second": 11.055,
      "eval_steps_per_second": 2.764,
      "eval_wer": 0.4356481481481482,
      "step": 1000
    },
    {
      "epoch": 9.734513274336283,
      "grad_norm": 3.017667293548584,
      "learning_rate": 0.00029894192634560905,
      "loss": 0.8815,
      "step": 1100
    },
    {
      "epoch": 9.734513274336283,
      "eval_loss": 0.3487873673439026,
      "eval_runtime": 18.8526,
      "eval_samples_per_second": 11.033,
      "eval_steps_per_second": 2.758,
      "eval_wer": 0.4273148148148148,
      "step": 1100
    },
    {
      "epoch": 10.619469026548673,
      "grad_norm": 1.357649803161621,
      "learning_rate": 0.0002988356940509915,
      "loss": 0.8209,
      "step": 1200
    },
    {
      "epoch": 10.619469026548673,
      "eval_loss": 0.33840110898017883,
      "eval_runtime": 18.6886,
      "eval_samples_per_second": 11.13,
      "eval_steps_per_second": 2.782,
      "eval_wer": 0.4,
      "step": 1200
    },
    {
      "epoch": 11.504424778761061,
      "grad_norm": 1.8951735496520996,
      "learning_rate": 0.00029872946175637393,
      "loss": 0.8754,
      "step": 1300
    },
    {
      "epoch": 11.504424778761061,
      "eval_loss": 0.3459264636039734,
      "eval_runtime": 18.8754,
      "eval_samples_per_second": 11.02,
      "eval_steps_per_second": 2.755,
      "eval_wer": 0.4050925925925926,
      "step": 1300
    },
    {
      "epoch": 12.389380530973451,
      "grad_norm": 1.3216720819473267,
      "learning_rate": 0.0002986232294617563,
      "loss": 0.8454,
      "step": 1400
    },
    {
      "epoch": 12.389380530973451,
      "eval_loss": 0.33166107535362244,
      "eval_runtime": 18.7736,
      "eval_samples_per_second": 11.079,
      "eval_steps_per_second": 2.77,
      "eval_wer": 0.38842592592592595,
      "step": 1400
    },
    {
      "epoch": 13.274336283185841,
      "grad_norm": 2.39943528175354,
      "learning_rate": 0.00029851699716713876,
      "loss": 0.8164,
      "step": 1500
    },
    {
      "epoch": 13.274336283185841,
      "eval_loss": 0.33193060755729675,
      "eval_runtime": 18.8153,
      "eval_samples_per_second": 11.055,
      "eval_steps_per_second": 2.764,
      "eval_wer": 0.40324074074074073,
      "step": 1500
    },
    {
      "epoch": 14.15929203539823,
      "grad_norm": 6.335964202880859,
      "learning_rate": 0.00029841076487252126,
      "loss": 0.7673,
      "step": 1600
    },
    {
      "epoch": 14.15929203539823,
      "eval_loss": 0.33113545179367065,
      "eval_runtime": 18.711,
      "eval_samples_per_second": 11.116,
      "eval_steps_per_second": 2.779,
      "eval_wer": 0.3921296296296296,
      "step": 1600
    },
    {
      "epoch": 15.044247787610619,
      "grad_norm": 1.1695411205291748,
      "learning_rate": 0.00029830559490084984,
      "loss": 0.7953,
      "step": 1700
    },
    {
      "epoch": 15.044247787610619,
      "eval_loss": 0.33329564332962036,
      "eval_runtime": 18.8623,
      "eval_samples_per_second": 11.027,
      "eval_steps_per_second": 2.757,
      "eval_wer": 0.39444444444444443,
      "step": 1700
    },
    {
      "epoch": 15.929203539823009,
      "grad_norm": 13.718667030334473,
      "learning_rate": 0.0002981993626062323,
      "loss": 0.7527,
      "step": 1800
    },
    {
      "epoch": 15.929203539823009,
      "eval_loss": 0.3312545120716095,
      "eval_runtime": 18.8046,
      "eval_samples_per_second": 11.061,
      "eval_steps_per_second": 2.765,
      "eval_wer": 0.39166666666666666,
      "step": 1800
    },
    {
      "epoch": 16.8141592920354,
      "grad_norm": 1.9348554611206055,
      "learning_rate": 0.0002980931303116147,
      "loss": 0.763,
      "step": 1900
    },
    {
      "epoch": 16.8141592920354,
      "eval_loss": 0.3277539610862732,
      "eval_runtime": 18.7599,
      "eval_samples_per_second": 11.087,
      "eval_steps_per_second": 2.772,
      "eval_wer": 0.39305555555555555,
      "step": 1900
    },
    {
      "epoch": 17.699115044247787,
      "grad_norm": 18.476669311523438,
      "learning_rate": 0.0002979868980169971,
      "loss": 0.7319,
      "step": 2000
    },
    {
      "epoch": 17.699115044247787,
      "eval_loss": 0.32343700528144836,
      "eval_runtime": 18.8597,
      "eval_samples_per_second": 11.029,
      "eval_steps_per_second": 2.757,
      "eval_wer": 0.37546296296296294,
      "step": 2000
    },
    {
      "epoch": 18.58407079646018,
      "grad_norm": 2.2555744647979736,
      "learning_rate": 0.00029788066572237955,
      "loss": 0.7352,
      "step": 2100
    },
    {
      "epoch": 18.58407079646018,
      "eval_loss": 0.3248392343521118,
      "eval_runtime": 18.8863,
      "eval_samples_per_second": 11.013,
      "eval_steps_per_second": 2.753,
      "eval_wer": 0.38055555555555554,
      "step": 2100
    },
    {
      "epoch": 19.469026548672566,
      "grad_norm": 2.2022745609283447,
      "learning_rate": 0.00029777443342776205,
      "loss": 0.7017,
      "step": 2200
    },
    {
      "epoch": 19.469026548672566,
      "eval_loss": 0.3333507776260376,
      "eval_runtime": 18.7742,
      "eval_samples_per_second": 11.079,
      "eval_steps_per_second": 2.77,
      "eval_wer": 0.3851851851851852,
      "step": 2200
    },
    {
      "epoch": 20.353982300884955,
      "grad_norm": 7.710162162780762,
      "learning_rate": 0.00029766820113314444,
      "loss": 0.6902,
      "step": 2300
    },
    {
      "epoch": 20.353982300884955,
      "eval_loss": 0.330443412065506,
      "eval_runtime": 18.756,
      "eval_samples_per_second": 11.09,
      "eval_steps_per_second": 2.772,
      "eval_wer": 0.3888888888888889,
      "step": 2300
    },
    {
      "epoch": 21.238938053097346,
      "grad_norm": 3.896944522857666,
      "learning_rate": 0.0002975619688385269,
      "loss": 0.707,
      "step": 2400
    },
    {
      "epoch": 21.238938053097346,
      "eval_loss": 0.3313958942890167,
      "eval_runtime": 18.7923,
      "eval_samples_per_second": 11.068,
      "eval_steps_per_second": 2.767,
      "eval_wer": 0.38564814814814813,
      "step": 2400
    },
    {
      "epoch": 21.238938053097346,
      "step": 2400,
      "total_flos": 1.5969122077347269e+19,
      "train_loss": 1.5763085651397706,
      "train_runtime": 3424.9125,
      "train_samples_per_second": 657.681,
      "train_steps_per_second": 82.484
    }
  ],
  "logging_steps": 100,
  "max_steps": 282500,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2500,
  "save_steps": 400,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 4,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 4
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.5969122077347269e+19,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}