{
  "best_metric": 0.28394800424575806,
  "best_model_checkpoint": "/kaggle/working/wav2vec2-speech-emotion/checkpoint-1100",
  "epoch": 12.64367816091954,
  "eval_steps": 100,
  "global_step": 1100,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.28735632183908044,
      "grad_norm": 81616.25,
      "learning_rate": 2.5e-06,
      "loss": 1.9364,
      "step": 25
    },
    {
      "epoch": 0.5747126436781609,
      "grad_norm": 113624.453125,
      "learning_rate": 5e-06,
      "loss": 1.9286,
      "step": 50
    },
    {
      "epoch": 0.8620689655172413,
      "grad_norm": 74490.7890625,
      "learning_rate": 7.500000000000001e-06,
      "loss": 1.9194,
      "step": 75
    },
    {
      "epoch": 1.1494252873563218,
      "grad_norm": 94447.8125,
      "learning_rate": 1e-05,
      "loss": 1.9086,
      "step": 100
    },
    {
      "epoch": 1.1494252873563218,
      "eval_accuracy": 0.2261904761904762,
      "eval_loss": 1.9561063051223755,
      "eval_runtime": 10.2339,
      "eval_samples_per_second": 16.416,
      "eval_steps_per_second": 1.075,
      "step": 100
    },
    {
      "epoch": 1.4367816091954024,
      "grad_norm": 60535.6171875,
      "learning_rate": 1.25e-05,
      "loss": 1.8885,
      "step": 125
    },
    {
      "epoch": 1.7241379310344827,
      "grad_norm": 118006.9765625,
      "learning_rate": 1.5000000000000002e-05,
      "loss": 1.8847,
      "step": 150
    },
    {
      "epoch": 2.0114942528735633,
      "grad_norm": 109447.6953125,
      "learning_rate": 1.7500000000000002e-05,
      "loss": 1.8595,
      "step": 175
    },
    {
      "epoch": 2.2988505747126435,
      "grad_norm": 131271.265625,
      "learning_rate": 2e-05,
      "loss": 1.7796,
      "step": 200
    },
    {
      "epoch": 2.2988505747126435,
      "eval_accuracy": 0.42857142857142855,
      "eval_loss": 1.737054705619812,
      "eval_runtime": 10.3261,
      "eval_samples_per_second": 16.269,
      "eval_steps_per_second": 1.065,
      "step": 200
    },
    {
      "epoch": 2.586206896551724,
      "grad_norm": 222429.421875,
      "learning_rate": 1.9974751105436266e-05,
      "loss": 1.6504,
      "step": 225
    },
    {
      "epoch": 2.873563218390805,
      "grad_norm": 482113.40625,
      "learning_rate": 1.98991319230804e-05,
      "loss": 1.4559,
      "step": 250
    },
    {
      "epoch": 3.160919540229885,
      "grad_norm": 375893.84375,
      "learning_rate": 1.9773524313084857e-05,
      "loss": 1.2633,
      "step": 275
    },
    {
      "epoch": 3.4482758620689653,
      "grad_norm": 542423.5625,
      "learning_rate": 1.959856256610988e-05,
      "loss": 1.1442,
      "step": 300
    },
    {
      "epoch": 3.4482758620689653,
      "eval_accuracy": 0.6726190476190477,
      "eval_loss": 1.0434563159942627,
      "eval_runtime": 10.2866,
      "eval_samples_per_second": 16.332,
      "eval_steps_per_second": 1.069,
      "step": 300
    },
    {
      "epoch": 3.735632183908046,
      "grad_norm": 321237.03125,
      "learning_rate": 1.937513020029588e-05,
      "loss": 1.0287,
      "step": 325
    },
    {
      "epoch": 4.022988505747127,
      "grad_norm": 494109.96875,
      "learning_rate": 1.9104355499692166e-05,
      "loss": 0.929,
      "step": 350
    },
    {
      "epoch": 4.310344827586207,
      "grad_norm": 399620.6875,
      "learning_rate": 1.8787605816671956e-05,
      "loss": 0.809,
      "step": 375
    },
    {
      "epoch": 4.597701149425287,
      "grad_norm": 320774.09375,
      "learning_rate": 1.8426480667105178e-05,
      "loss": 0.7284,
      "step": 400
    },
    {
      "epoch": 4.597701149425287,
      "eval_accuracy": 0.7857142857142857,
      "eval_loss": 0.8009253144264221,
      "eval_runtime": 10.0989,
      "eval_samples_per_second": 16.635,
      "eval_steps_per_second": 1.089,
      "step": 400
    },
    {
      "epoch": 4.885057471264368,
      "grad_norm": 316548.5625,
      "learning_rate": 1.8022803653156983e-05,
      "loss": 0.7361,
      "step": 425
    },
    {
      "epoch": 5.172413793103448,
      "grad_norm": 592323.0,
      "learning_rate": 1.757861325449997e-05,
      "loss": 0.6226,
      "step": 450
    },
    {
      "epoch": 5.459770114942529,
      "grad_norm": 686948.0625,
      "learning_rate": 1.7096152534442515e-05,
      "loss": 0.5987,
      "step": 475
    },
    {
      "epoch": 5.747126436781609,
      "grad_norm": 314310.65625,
      "learning_rate": 1.6577857812954994e-05,
      "loss": 0.5259,
      "step": 500
    },
    {
      "epoch": 5.747126436781609,
      "eval_accuracy": 0.8511904761904762,
      "eval_loss": 0.5674353837966919,
      "eval_runtime": 10.2098,
      "eval_samples_per_second": 16.455,
      "eval_steps_per_second": 1.077,
      "step": 500
    },
    {
      "epoch": 6.0344827586206895,
      "grad_norm": 747515.625,
      "learning_rate": 1.6026346363792565e-05,
      "loss": 0.534,
      "step": 525
    },
    {
      "epoch": 6.32183908045977,
      "grad_norm": 308987.9375,
      "learning_rate": 1.5444403197841345e-05,
      "loss": 0.448,
      "step": 550
    },
    {
      "epoch": 6.609195402298851,
      "grad_norm": 1300700.75,
      "learning_rate": 1.4834966999429179e-05,
      "loss": 0.439,
      "step": 575
    },
    {
      "epoch": 6.896551724137931,
      "grad_norm": 359445.15625,
      "learning_rate": 1.4201115286619464e-05,
      "loss": 0.3734,
      "step": 600
    },
    {
      "epoch": 6.896551724137931,
      "eval_accuracy": 0.8273809523809523,
      "eval_loss": 0.6119872331619263,
      "eval_runtime": 10.1904,
      "eval_samples_per_second": 16.486,
      "eval_steps_per_second": 1.079,
      "step": 600
    },
    {
      "epoch": 7.183908045977011,
      "grad_norm": 156436.734375,
      "learning_rate": 1.3546048870425356e-05,
      "loss": 0.331,
      "step": 625
    },
    {
      "epoch": 7.471264367816092,
      "grad_norm": 920202.625,
      "learning_rate": 1.2873075691421808e-05,
      "loss": 0.3074,
      "step": 650
    },
    {
      "epoch": 7.758620689655173,
      "grad_norm": 501704.25,
      "learning_rate": 1.2185594115376991e-05,
      "loss": 0.2982,
      "step": 675
    },
    {
      "epoch": 8.045977011494253,
      "grad_norm": 210118.0625,
      "learning_rate": 1.1487075772256517e-05,
      "loss": 0.2702,
      "step": 700
    },
    {
      "epoch": 8.045977011494253,
      "eval_accuracy": 0.9464285714285714,
      "eval_loss": 0.2987803518772125,
      "eval_runtime": 10.1874,
      "eval_samples_per_second": 16.491,
      "eval_steps_per_second": 1.08,
      "step": 700
    },
    {
      "epoch": 8.333333333333334,
      "grad_norm": 529805.875,
      "learning_rate": 1.0781048025259648e-05,
      "loss": 0.2609,
      "step": 725
    },
    {
      "epoch": 8.620689655172415,
      "grad_norm": 280091.625,
      "learning_rate": 1.0071076158414977e-05,
      "loss": 0.2612,
      "step": 750
    },
    {
      "epoch": 8.908045977011493,
      "grad_norm": 457920.8125,
      "learning_rate": 9.360745372684346e-06,
      "loss": 0.2353,
      "step": 775
    },
    {
      "epoch": 9.195402298850574,
      "grad_norm": 791098.25,
      "learning_rate": 8.653642681490608e-06,
      "loss": 0.2171,
      "step": 800
    },
    {
      "epoch": 9.195402298850574,
      "eval_accuracy": 0.8928571428571429,
      "eval_loss": 0.34595435857772827,
      "eval_runtime": 10.2959,
      "eval_samples_per_second": 16.317,
      "eval_steps_per_second": 1.068,
      "step": 800
    },
    {
      "epoch": 9.482758620689655,
      "grad_norm": 490233.0,
      "learning_rate": 7.953338797092902e-06,
      "loss": 0.1884,
      "step": 825
    },
    {
      "epoch": 9.770114942528735,
      "grad_norm": 605037.8125,
      "learning_rate": 7.263370099279173e-06,
      "loss": 0.1573,
      "step": 850
    },
    {
      "epoch": 10.057471264367816,
      "grad_norm": 504736.34375,
      "learning_rate": 6.587220777430097e-06,
      "loss": 0.1424,
      "step": 875
    },
    {
      "epoch": 10.344827586206897,
      "grad_norm": 559532.25,
      "learning_rate": 5.928305236133016e-06,
      "loss": 0.1634,
      "step": 900
    },
    {
      "epoch": 10.344827586206897,
      "eval_accuracy": 0.9345238095238095,
      "eval_loss": 0.29700732231140137,
      "eval_runtime": 10.0813,
      "eval_samples_per_second": 16.665,
      "eval_steps_per_second": 1.091,
      "step": 900
    },
    {
      "epoch": 10.632183908045977,
      "grad_norm": 426639.75,
      "learning_rate": 5.2899508531936526e-06,
      "loss": 0.1735,
      "step": 925
    },
    {
      "epoch": 10.919540229885058,
      "grad_norm": 421293.25,
      "learning_rate": 4.675381177113837e-06,
      "loss": 0.2091,
      "step": 950
    },
    {
      "epoch": 11.206896551724139,
      "grad_norm": 1287860.25,
      "learning_rate": 4.087699648884248e-06,
      "loss": 0.1832,
      "step": 975
    },
    {
      "epoch": 11.494252873563218,
      "grad_norm": 596496.875,
      "learning_rate": 3.529873930293546e-06,
      "loss": 0.1483,
      "step": 1000
    },
    {
      "epoch": 11.494252873563218,
      "eval_accuracy": 0.9226190476190477,
      "eval_loss": 0.3032456934452057,
      "eval_runtime": 10.027,
      "eval_samples_per_second": 16.755,
      "eval_steps_per_second": 1.097,
      "step": 1000
    },
    {
      "epoch": 11.781609195402298,
      "grad_norm": 223663.953125,
      "learning_rate": 3.004720917892464e-06,
      "loss": 0.1588,
      "step": 1025
    },
    {
      "epoch": 12.068965517241379,
      "grad_norm": 55755.37109375,
      "learning_rate": 2.514892518288988e-06,
      "loss": 0.1392,
      "step": 1050
    },
    {
      "epoch": 12.35632183908046,
      "grad_norm": 260650.140625,
      "learning_rate": 2.0628622566063063e-06,
      "loss": 0.1493,
      "step": 1075
    },
    {
      "epoch": 12.64367816091954,
      "grad_norm": 60438.0390625,
      "learning_rate": 1.6509127857277784e-06,
      "loss": 0.1077,
      "step": 1100
    },
    {
      "epoch": 12.64367816091954,
      "eval_accuracy": 0.9166666666666666,
      "eval_loss": 0.28394800424575806,
      "eval_runtime": 10.0833,
      "eval_samples_per_second": 16.661,
      "eval_steps_per_second": 1.091,
      "step": 1100
    }
  ],
  "logging_steps": 25,
  "max_steps": 1305,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 15,
  "save_steps": 100,
  "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": 4.682951691910107e+18,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}