{
  "best_metric": 0.3741886615753174,
  "best_model_checkpoint": "/scratch/skscla001/speech/results/mms-1b-toigen-balanced-model/checkpoint-2400",
  "epoch": 12.053571428571429,
  "eval_steps": 100,
  "global_step": 2700,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.44642857142857145,
      "grad_norm": 3.282467842102051,
      "learning_rate": 0.00028199999999999997,
      "loss": 7.7726,
      "step": 100
    },
    {
      "epoch": 0.44642857142857145,
      "eval_loss": 3.8109493255615234,
      "eval_runtime": 17.8235,
      "eval_samples_per_second": 11.446,
      "eval_steps_per_second": 2.861,
      "eval_wer": 0.9938476100331283,
      "step": 100
    },
    {
      "epoch": 0.8928571428571429,
      "grad_norm": 2.164923667907715,
      "learning_rate": 0.00029574018126888213,
      "loss": 2.5726,
      "step": 200
    },
    {
      "epoch": 0.8928571428571429,
      "eval_loss": 0.8106288313865662,
      "eval_runtime": 17.6933,
      "eval_samples_per_second": 11.53,
      "eval_steps_per_second": 2.882,
      "eval_wer": 0.616658778987222,
      "step": 200
    },
    {
      "epoch": 1.3392857142857144,
      "grad_norm": 1.3534202575683594,
      "learning_rate": 0.0002912084592145015,
      "loss": 0.7986,
      "step": 300
    },
    {
      "epoch": 1.3392857142857144,
      "eval_loss": 0.5409455299377441,
      "eval_runtime": 17.7815,
      "eval_samples_per_second": 11.473,
      "eval_steps_per_second": 2.868,
      "eval_wer": 0.5257927117841931,
      "step": 300
    },
    {
      "epoch": 1.7857142857142856,
      "grad_norm": 0.9854668378829956,
      "learning_rate": 0.00028667673716012085,
      "loss": 0.6324,
      "step": 400
    },
    {
      "epoch": 1.7857142857142856,
      "eval_loss": 0.5256258845329285,
      "eval_runtime": 17.7084,
      "eval_samples_per_second": 11.52,
      "eval_steps_per_second": 2.88,
      "eval_wer": 0.5054424988168481,
      "step": 400
    },
    {
      "epoch": 2.232142857142857,
      "grad_norm": 18.835981369018555,
      "learning_rate": 0.00028214501510574015,
      "loss": 0.603,
      "step": 500
    },
    {
      "epoch": 2.232142857142857,
      "eval_loss": 0.4854464828968048,
      "eval_runtime": 17.7046,
      "eval_samples_per_second": 11.522,
      "eval_steps_per_second": 2.881,
      "eval_wer": 0.4831992427827733,
      "step": 500
    },
    {
      "epoch": 2.678571428571429,
      "grad_norm": 32.54256820678711,
      "learning_rate": 0.0002776132930513595,
      "loss": 0.59,
      "step": 600
    },
    {
      "epoch": 2.678571428571429,
      "eval_loss": 0.47332894802093506,
      "eval_runtime": 17.6431,
      "eval_samples_per_second": 11.563,
      "eval_steps_per_second": 2.891,
      "eval_wer": 0.4846190250828206,
      "step": 600
    },
    {
      "epoch": 3.125,
      "grad_norm": 1.3252086639404297,
      "learning_rate": 0.0002730815709969788,
      "loss": 0.5489,
      "step": 700
    },
    {
      "epoch": 3.125,
      "eval_loss": 0.4439888894557953,
      "eval_runtime": 17.8297,
      "eval_samples_per_second": 11.442,
      "eval_steps_per_second": 2.86,
      "eval_wer": 0.46568859441552296,
      "step": 700
    },
    {
      "epoch": 3.571428571428571,
      "grad_norm": 0.5452375411987305,
      "learning_rate": 0.00026854984894259817,
      "loss": 0.5173,
      "step": 800
    },
    {
      "epoch": 3.571428571428571,
      "eval_loss": 0.43219566345214844,
      "eval_runtime": 17.6382,
      "eval_samples_per_second": 11.566,
      "eval_steps_per_second": 2.891,
      "eval_wer": 0.45764316138192146,
      "step": 800
    },
    {
      "epoch": 4.017857142857143,
      "grad_norm": 0.7151035070419312,
      "learning_rate": 0.0002640181268882175,
      "loss": 0.5315,
      "step": 900
    },
    {
      "epoch": 4.017857142857143,
      "eval_loss": 0.4285721480846405,
      "eval_runtime": 17.7542,
      "eval_samples_per_second": 11.49,
      "eval_steps_per_second": 2.873,
      "eval_wer": 0.44533838144817794,
      "step": 900
    },
    {
      "epoch": 4.464285714285714,
      "grad_norm": 1.8268319368362427,
      "learning_rate": 0.0002594864048338368,
      "loss": 0.4912,
      "step": 1000
    },
    {
      "epoch": 4.464285714285714,
      "eval_loss": 0.42536306381225586,
      "eval_runtime": 17.765,
      "eval_samples_per_second": 11.483,
      "eval_steps_per_second": 2.871,
      "eval_wer": 0.4458116422148604,
      "step": 1000
    },
    {
      "epoch": 4.910714285714286,
      "grad_norm": 0.850709080696106,
      "learning_rate": 0.0002549546827794562,
      "loss": 0.4728,
      "step": 1100
    },
    {
      "epoch": 4.910714285714286,
      "eval_loss": 0.43455594778060913,
      "eval_runtime": 17.7563,
      "eval_samples_per_second": 11.489,
      "eval_steps_per_second": 2.872,
      "eval_wer": 0.44297207761476576,
      "step": 1100
    },
    {
      "epoch": 5.357142857142857,
      "grad_norm": 0.7361202836036682,
      "learning_rate": 0.00025042296072507554,
      "loss": 0.4989,
      "step": 1200
    },
    {
      "epoch": 5.357142857142857,
      "eval_loss": 0.40502411127090454,
      "eval_runtime": 17.6139,
      "eval_samples_per_second": 11.582,
      "eval_steps_per_second": 2.895,
      "eval_wer": 0.42924751538097494,
      "step": 1200
    },
    {
      "epoch": 5.803571428571429,
      "grad_norm": 1.305498719215393,
      "learning_rate": 0.00024589123867069484,
      "loss": 0.4661,
      "step": 1300
    },
    {
      "epoch": 5.803571428571429,
      "eval_loss": 0.4019148647785187,
      "eval_runtime": 17.792,
      "eval_samples_per_second": 11.466,
      "eval_steps_per_second": 2.866,
      "eval_wer": 0.4254614292475154,
      "step": 1300
    },
    {
      "epoch": 6.25,
      "grad_norm": 1.875386357307434,
      "learning_rate": 0.00024135951661631417,
      "loss": 0.4755,
      "step": 1400
    },
    {
      "epoch": 6.25,
      "eval_loss": 0.4128676652908325,
      "eval_runtime": 17.7386,
      "eval_samples_per_second": 11.5,
      "eval_steps_per_second": 2.875,
      "eval_wer": 0.44486512068149553,
      "step": 1400
    },
    {
      "epoch": 6.696428571428571,
      "grad_norm": 1.3318761587142944,
      "learning_rate": 0.0002368277945619335,
      "loss": 0.4603,
      "step": 1500
    },
    {
      "epoch": 6.696428571428571,
      "eval_loss": 0.40455254912376404,
      "eval_runtime": 17.8115,
      "eval_samples_per_second": 11.453,
      "eval_steps_per_second": 2.863,
      "eval_wer": 0.4254614292475154,
      "step": 1500
    },
    {
      "epoch": 7.142857142857143,
      "grad_norm": 1.7303593158721924,
      "learning_rate": 0.00023229607250755283,
      "loss": 0.4229,
      "step": 1600
    },
    {
      "epoch": 7.142857142857143,
      "eval_loss": 0.3939039707183838,
      "eval_runtime": 17.7505,
      "eval_samples_per_second": 11.493,
      "eval_steps_per_second": 2.873,
      "eval_wer": 0.41504969238050166,
      "step": 1600
    },
    {
      "epoch": 7.589285714285714,
      "grad_norm": 0.9812105894088745,
      "learning_rate": 0.0002277643504531722,
      "loss": 0.455,
      "step": 1700
    },
    {
      "epoch": 7.589285714285714,
      "eval_loss": 0.41328728199005127,
      "eval_runtime": 17.7719,
      "eval_samples_per_second": 11.479,
      "eval_steps_per_second": 2.87,
      "eval_wer": 0.41552295314718407,
      "step": 1700
    },
    {
      "epoch": 8.035714285714286,
      "grad_norm": 0.6829022765159607,
      "learning_rate": 0.00022323262839879152,
      "loss": 0.4501,
      "step": 1800
    },
    {
      "epoch": 8.035714285714286,
      "eval_loss": 0.3978167176246643,
      "eval_runtime": 17.743,
      "eval_samples_per_second": 11.497,
      "eval_steps_per_second": 2.874,
      "eval_wer": 0.4065309985802177,
      "step": 1800
    },
    {
      "epoch": 8.482142857142858,
      "grad_norm": 1.3150678873062134,
      "learning_rate": 0.00021870090634441088,
      "loss": 0.45,
      "step": 1900
    },
    {
      "epoch": 8.482142857142858,
      "eval_loss": 0.3925248682498932,
      "eval_runtime": 17.6795,
      "eval_samples_per_second": 11.539,
      "eval_steps_per_second": 2.885,
      "eval_wer": 0.42309512541410316,
      "step": 1900
    },
    {
      "epoch": 8.928571428571429,
      "grad_norm": 1.0976217985153198,
      "learning_rate": 0.0002141691842900302,
      "loss": 0.4226,
      "step": 2000
    },
    {
      "epoch": 8.928571428571429,
      "eval_loss": 0.3901020586490631,
      "eval_runtime": 17.7714,
      "eval_samples_per_second": 11.479,
      "eval_steps_per_second": 2.87,
      "eval_wer": 0.4098438239469948,
      "step": 2000
    },
    {
      "epoch": 9.375,
      "grad_norm": 0.727407693862915,
      "learning_rate": 0.00020963746223564954,
      "loss": 0.3973,
      "step": 2100
    },
    {
      "epoch": 9.375,
      "eval_loss": 0.38098010420799255,
      "eval_runtime": 17.825,
      "eval_samples_per_second": 11.445,
      "eval_steps_per_second": 2.861,
      "eval_wer": 0.4055844770468528,
      "step": 2100
    },
    {
      "epoch": 9.821428571428571,
      "grad_norm": 2.031233072280884,
      "learning_rate": 0.00020510574018126884,
      "loss": 0.4038,
      "step": 2200
    },
    {
      "epoch": 9.821428571428571,
      "eval_loss": 0.41775575280189514,
      "eval_runtime": 17.8559,
      "eval_samples_per_second": 11.425,
      "eval_steps_per_second": 2.856,
      "eval_wer": 0.4117368670137246,
      "step": 2200
    },
    {
      "epoch": 10.267857142857142,
      "grad_norm": 1.3557627201080322,
      "learning_rate": 0.0002005740181268882,
      "loss": 0.4559,
      "step": 2300
    },
    {
      "epoch": 10.267857142857142,
      "eval_loss": 0.38752201199531555,
      "eval_runtime": 17.7454,
      "eval_samples_per_second": 11.496,
      "eval_steps_per_second": 2.874,
      "eval_wer": 0.40747752011358257,
      "step": 2300
    },
    {
      "epoch": 10.714285714285714,
      "grad_norm": 0.7480702996253967,
      "learning_rate": 0.00019604229607250753,
      "loss": 0.4399,
      "step": 2400
    },
    {
      "epoch": 10.714285714285714,
      "eval_loss": 0.3741886615753174,
      "eval_runtime": 17.7283,
      "eval_samples_per_second": 11.507,
      "eval_steps_per_second": 2.877,
      "eval_wer": 0.39895882631329865,
      "step": 2400
    },
    {
      "epoch": 11.160714285714286,
      "grad_norm": 1.065514087677002,
      "learning_rate": 0.00019151057401812688,
      "loss": 0.3545,
      "step": 2500
    },
    {
      "epoch": 11.160714285714286,
      "eval_loss": 0.38181087374687195,
      "eval_runtime": 17.8745,
      "eval_samples_per_second": 11.413,
      "eval_steps_per_second": 2.853,
      "eval_wer": 0.40132513014671084,
      "step": 2500
    },
    {
      "epoch": 11.607142857142858,
      "grad_norm": 1.19502854347229,
      "learning_rate": 0.0001869788519637462,
      "loss": 0.4452,
      "step": 2600
    },
    {
      "epoch": 11.607142857142858,
      "eval_loss": 0.3905617594718933,
      "eval_runtime": 17.8748,
      "eval_samples_per_second": 11.413,
      "eval_steps_per_second": 2.853,
      "eval_wer": 0.39801230477993377,
      "step": 2600
    },
    {
      "epoch": 12.053571428571429,
      "grad_norm": 0.8653120994567871,
      "learning_rate": 0.00018244712990936554,
      "loss": 0.4014,
      "step": 2700
    },
    {
      "epoch": 12.053571428571429,
      "eval_loss": 0.3751629889011383,
      "eval_runtime": 17.7431,
      "eval_samples_per_second": 11.497,
      "eval_steps_per_second": 2.874,
      "eval_wer": 0.39990534784666354,
      "step": 2700
    },
    {
      "epoch": 12.053571428571429,
      "step": 2700,
      "total_flos": 9.163482510982138e+18,
      "train_loss": 0.8344545293737341,
      "train_runtime": 2390.0152,
      "train_samples_per_second": 11.222,
      "train_steps_per_second": 2.812
    }
  ],
  "logging_steps": 100,
  "max_steps": 6720,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 30,
  "save_steps": 400,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 3,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 9.163482510982138e+18,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}