{
  "best_metric": 0.8950359984842744,
  "best_model_checkpoint": "wavlm-large/checkpoint-15000",
  "epoch": 31.998484082870135,
  "global_step": 15808,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.01,
      "learning_rate": 9.487666034155598e-06,
      "loss": 4.7405,
      "step": 500
    },
    {
      "epoch": 1.01,
      "eval_accuracy": 0.0,
      "eval_f1": 0.0,
      "eval_loss": 5.152532577514648,
      "eval_precision": 0.0,
      "eval_runtime": 231.7392,
      "eval_samples_per_second": 11.388,
      "eval_steps_per_second": 0.949,
      "step": 500
    },
    {
      "epoch": 2.02,
      "learning_rate": 1.8975332068311197e-05,
      "loss": 4.4299,
      "step": 1000
    },
    {
      "epoch": 2.02,
      "eval_accuracy": 0.0,
      "eval_f1": 0.0,
      "eval_loss": 5.896852016448975,
      "eval_precision": 0.0,
      "eval_runtime": 229.527,
      "eval_samples_per_second": 11.498,
      "eval_steps_per_second": 0.958,
      "step": 1000
    },
    {
      "epoch": 3.04,
      "learning_rate": 2.846299810246679e-05,
      "loss": 4.2868,
      "step": 1500
    },
    {
      "epoch": 3.04,
      "eval_accuracy": 0.0018946570670708603,
      "eval_f1": 0.002260186233515175,
      "eval_loss": 4.930444717407227,
      "eval_precision": 0.0030713084224438304,
      "eval_runtime": 224.9204,
      "eval_samples_per_second": 11.733,
      "eval_steps_per_second": 0.978,
      "step": 1500
    },
    {
      "epoch": 4.05,
      "learning_rate": 2.9116468686300697e-05,
      "loss": 3.6242,
      "step": 2000
    },
    {
      "epoch": 4.05,
      "eval_accuracy": 0.04092459264873058,
      "eval_f1": 0.023734423060596616,
      "eval_loss": 4.339611053466797,
      "eval_precision": 0.02235030209371723,
      "eval_runtime": 231.3364,
      "eval_samples_per_second": 11.408,
      "eval_steps_per_second": 0.951,
      "step": 2000
    },
    {
      "epoch": 5.06,
      "learning_rate": 2.8062135376396992e-05,
      "loss": 2.686,
      "step": 2500
    },
    {
      "epoch": 5.06,
      "eval_accuracy": 0.054945054945054944,
      "eval_f1": 0.030815499275931264,
      "eval_loss": 3.9399423599243164,
      "eval_precision": 0.03198760556742773,
      "eval_runtime": 229.8015,
      "eval_samples_per_second": 11.484,
      "eval_steps_per_second": 0.957,
      "step": 2500
    },
    {
      "epoch": 6.07,
      "learning_rate": 2.700780206649329e-05,
      "loss": 1.9284,
      "step": 3000
    },
    {
      "epoch": 6.07,
      "eval_accuracy": 0.05001894657067071,
      "eval_f1": 0.044225493965773466,
      "eval_loss": 3.7735581398010254,
      "eval_precision": 0.07786075378351333,
      "eval_runtime": 229.6709,
      "eval_samples_per_second": 11.49,
      "eval_steps_per_second": 0.958,
      "step": 3000
    },
    {
      "epoch": 7.08,
      "learning_rate": 2.5953468756589585e-05,
      "loss": 1.3936,
      "step": 3500
    },
    {
      "epoch": 7.08,
      "eval_accuracy": 0.094732853353543,
      "eval_f1": 0.09155559566994678,
      "eval_loss": 3.537994146347046,
      "eval_precision": 0.13805010974816684,
      "eval_runtime": 222.7345,
      "eval_samples_per_second": 11.848,
      "eval_steps_per_second": 0.988,
      "step": 3500
    },
    {
      "epoch": 8.1,
      "learning_rate": 2.489913544668588e-05,
      "loss": 1.0764,
      "step": 4000
    },
    {
      "epoch": 8.1,
      "eval_accuracy": 0.15839333080712392,
      "eval_f1": 0.1838779712805326,
      "eval_loss": 3.328141689300537,
      "eval_precision": 0.35144388335355753,
      "eval_runtime": 231.5928,
      "eval_samples_per_second": 11.395,
      "eval_steps_per_second": 0.95,
      "step": 4000
    },
    {
      "epoch": 9.11,
      "learning_rate": 2.3844802136782175e-05,
      "loss": 0.872,
      "step": 4500
    },
    {
      "epoch": 9.11,
      "eval_accuracy": 0.2754831375521031,
      "eval_f1": 0.33153761364278084,
      "eval_loss": 2.959165096282959,
      "eval_precision": 0.6026709651704474,
      "eval_runtime": 229.3101,
      "eval_samples_per_second": 11.508,
      "eval_steps_per_second": 0.959,
      "step": 4500
    },
    {
      "epoch": 10.12,
      "learning_rate": 2.279046882687847e-05,
      "loss": 0.7026,
      "step": 5000
    },
    {
      "epoch": 10.12,
      "eval_accuracy": 0.3971201212580523,
      "eval_f1": 0.4587007542105457,
      "eval_loss": 2.504917860031128,
      "eval_precision": 0.6970861611172207,
      "eval_runtime": 229.0193,
      "eval_samples_per_second": 11.523,
      "eval_steps_per_second": 0.961,
      "step": 5000
    },
    {
      "epoch": 11.13,
      "learning_rate": 2.1736135516974768e-05,
      "loss": 0.603,
      "step": 5500
    },
    {
      "epoch": 11.13,
      "eval_accuracy": 0.5479348237968927,
      "eval_f1": 0.6128796045577696,
      "eval_loss": 2.1484670639038086,
      "eval_precision": 0.8073946450067734,
      "eval_runtime": 226.9343,
      "eval_samples_per_second": 11.629,
      "eval_steps_per_second": 0.969,
      "step": 5500
    },
    {
      "epoch": 12.15,
      "learning_rate": 2.0681802207071063e-05,
      "loss": 0.5042,
      "step": 6000
    },
    {
      "epoch": 12.15,
      "eval_accuracy": 0.7014020462296324,
      "eval_f1": 0.7543542303794953,
      "eval_loss": 1.6532080173492432,
      "eval_precision": 0.8604295269195706,
      "eval_runtime": 229.9455,
      "eval_samples_per_second": 11.477,
      "eval_steps_per_second": 0.957,
      "step": 6000
    },
    {
      "epoch": 13.16,
      "learning_rate": 1.9627468897167357e-05,
      "loss": 0.4542,
      "step": 6500
    },
    {
      "epoch": 13.16,
      "eval_accuracy": 0.7434634331186055,
      "eval_f1": 0.7989946253783239,
      "eval_loss": 1.4056562185287476,
      "eval_precision": 0.8941430548214513,
      "eval_runtime": 223.4311,
      "eval_samples_per_second": 11.811,
      "eval_steps_per_second": 0.985,
      "step": 6500
    },
    {
      "epoch": 14.17,
      "learning_rate": 1.8573135587263652e-05,
      "loss": 0.388,
      "step": 7000
    },
    {
      "epoch": 14.17,
      "eval_accuracy": 0.7802197802197802,
      "eval_f1": 0.8331608145111185,
      "eval_loss": 1.233764410018921,
      "eval_precision": 0.92185981522448,
      "eval_runtime": 231.0616,
      "eval_samples_per_second": 11.421,
      "eval_steps_per_second": 0.952,
      "step": 7000
    },
    {
      "epoch": 15.18,
      "learning_rate": 1.751880227735995e-05,
      "loss": 0.3515,
      "step": 7500
    },
    {
      "epoch": 15.18,
      "eval_accuracy": 0.8169761273209549,
      "eval_f1": 0.8681431492951,
      "eval_loss": 0.9898241758346558,
      "eval_precision": 0.9432737435443141,
      "eval_runtime": 229.2806,
      "eval_samples_per_second": 11.51,
      "eval_steps_per_second": 0.96,
      "step": 7500
    },
    {
      "epoch": 16.19,
      "learning_rate": 1.6464468967456245e-05,
      "loss": 0.3195,
      "step": 8000
    },
    {
      "epoch": 16.19,
      "eval_accuracy": 0.8067449791587723,
      "eval_f1": 0.8635483223798979,
      "eval_loss": 1.1404353380203247,
      "eval_precision": 0.9523356531691418,
      "eval_runtime": 224.231,
      "eval_samples_per_second": 11.769,
      "eval_steps_per_second": 0.981,
      "step": 8000
    },
    {
      "epoch": 17.21,
      "learning_rate": 1.541013565755254e-05,
      "loss": 0.2882,
      "step": 8500
    },
    {
      "epoch": 17.21,
      "eval_accuracy": 0.8177339901477833,
      "eval_f1": 0.8745687675592978,
      "eval_loss": 0.9810923933982849,
      "eval_precision": 0.9540040162889087,
      "eval_runtime": 230.2032,
      "eval_samples_per_second": 11.464,
      "eval_steps_per_second": 0.956,
      "step": 8500
    },
    {
      "epoch": 18.22,
      "learning_rate": 1.4355802347648837e-05,
      "loss": 0.2695,
      "step": 9000
    },
    {
      "epoch": 18.22,
      "eval_accuracy": 0.8317544524441076,
      "eval_f1": 0.8877909926292662,
      "eval_loss": 0.9483387470245361,
      "eval_precision": 0.9615575975196211,
      "eval_runtime": 227.4444,
      "eval_samples_per_second": 11.603,
      "eval_steps_per_second": 0.967,
      "step": 9000
    },
    {
      "epoch": 19.23,
      "learning_rate": 1.3301469037745133e-05,
      "loss": 0.2535,
      "step": 9500
    },
    {
      "epoch": 19.23,
      "eval_accuracy": 0.8844259189086775,
      "eval_f1": 0.9198466869617786,
      "eval_loss": 0.6694388389587402,
      "eval_precision": 0.9692367120798446,
      "eval_runtime": 229.887,
      "eval_samples_per_second": 11.48,
      "eval_steps_per_second": 0.957,
      "step": 9500
    },
    {
      "epoch": 20.24,
      "learning_rate": 1.2247135727841428e-05,
      "loss": 0.2437,
      "step": 10000
    },
    {
      "epoch": 20.24,
      "eval_accuracy": 0.870026525198939,
      "eval_f1": 0.9124563736238709,
      "eval_loss": 0.7545726299285889,
      "eval_precision": 0.9655808349316077,
      "eval_runtime": 228.7826,
      "eval_samples_per_second": 11.535,
      "eval_steps_per_second": 0.962,
      "step": 10000
    },
    {
      "epoch": 21.25,
      "learning_rate": 1.1192802417937724e-05,
      "loss": 0.2376,
      "step": 10500
    },
    {
      "epoch": 21.25,
      "eval_accuracy": 0.88101553618795,
      "eval_f1": 0.9202319275311999,
      "eval_loss": 0.669846773147583,
      "eval_precision": 0.9694585382786844,
      "eval_runtime": 225.8023,
      "eval_samples_per_second": 11.687,
      "eval_steps_per_second": 0.974,
      "step": 10500
    },
    {
      "epoch": 22.27,
      "learning_rate": 1.013846910803402e-05,
      "loss": 0.2214,
      "step": 11000
    },
    {
      "epoch": 22.27,
      "eval_accuracy": 0.8726790450928382,
      "eval_f1": 0.9174460541012326,
      "eval_loss": 0.7156072854995728,
      "eval_precision": 0.972619503520754,
      "eval_runtime": 230.4418,
      "eval_samples_per_second": 11.452,
      "eval_steps_per_second": 0.955,
      "step": 11000
    },
    {
      "epoch": 23.28,
      "learning_rate": 9.084135798130316e-06,
      "loss": 0.2148,
      "step": 11500
    },
    {
      "epoch": 23.28,
      "eval_accuracy": 0.8931413414172035,
      "eval_f1": 0.9285879507962082,
      "eval_loss": 0.5982441902160645,
      "eval_precision": 0.9711102757838663,
      "eval_runtime": 229.8221,
      "eval_samples_per_second": 11.483,
      "eval_steps_per_second": 0.957,
      "step": 11500
    },
    {
      "epoch": 24.29,
      "learning_rate": 8.029802488226612e-06,
      "loss": 0.2087,
      "step": 12000
    },
    {
      "epoch": 24.29,
      "eval_accuracy": 0.8813944676013642,
      "eval_f1": 0.9242728727643769,
      "eval_loss": 0.7108510732650757,
      "eval_precision": 0.975723189780374,
      "eval_runtime": 223.4291,
      "eval_samples_per_second": 11.811,
      "eval_steps_per_second": 0.985,
      "step": 12000
    },
    {
      "epoch": 25.3,
      "learning_rate": 6.975469178322908e-06,
      "loss": 0.2039,
      "step": 12500
    },
    {
      "epoch": 25.3,
      "eval_accuracy": 0.8897309586964759,
      "eval_f1": 0.93059059028571,
      "eval_loss": 0.6577169895172119,
      "eval_precision": 0.9799317453490524,
      "eval_runtime": 229.7405,
      "eval_samples_per_second": 11.487,
      "eval_steps_per_second": 0.958,
      "step": 12500
    },
    {
      "epoch": 26.32,
      "learning_rate": 5.9211358684192026e-06,
      "loss": 0.1997,
      "step": 13000
    },
    {
      "epoch": 26.32,
      "eval_accuracy": 0.874573702159909,
      "eval_f1": 0.9203192830080359,
      "eval_loss": 0.7307356595993042,
      "eval_precision": 0.9774472205704657,
      "eval_runtime": 226.7422,
      "eval_samples_per_second": 11.639,
      "eval_steps_per_second": 0.97,
      "step": 13000
    },
    {
      "epoch": 27.33,
      "learning_rate": 4.866802558515498e-06,
      "loss": 0.1896,
      "step": 13500
    },
    {
      "epoch": 27.33,
      "eval_accuracy": 0.8904888215233043,
      "eval_f1": 0.9289821714067877,
      "eval_loss": 0.614262044429779,
      "eval_precision": 0.9747583516326127,
      "eval_runtime": 226.7104,
      "eval_samples_per_second": 11.64,
      "eval_steps_per_second": 0.97,
      "step": 13500
    },
    {
      "epoch": 28.34,
      "learning_rate": 3.8124692486117947e-06,
      "loss": 0.1869,
      "step": 14000
    },
    {
      "epoch": 28.34,
      "eval_accuracy": 0.8908677529367185,
      "eval_f1": 0.9286976343726923,
      "eval_loss": 0.637986958026886,
      "eval_precision": 0.9738854766344701,
      "eval_runtime": 229.6341,
      "eval_samples_per_second": 11.492,
      "eval_steps_per_second": 0.958,
      "step": 14000
    },
    {
      "epoch": 29.35,
      "learning_rate": 2.7581359387080904e-06,
      "loss": 0.185,
      "step": 14500
    },
    {
      "epoch": 29.35,
      "eval_accuracy": 0.8870784388025768,
      "eval_f1": 0.9288845844124958,
      "eval_loss": 0.6932182908058167,
      "eval_precision": 0.979135119670676,
      "eval_runtime": 223.3771,
      "eval_samples_per_second": 11.814,
      "eval_steps_per_second": 0.985,
      "step": 14500
    },
    {
      "epoch": 30.36,
      "learning_rate": 1.7038026288043862e-06,
      "loss": 0.1813,
      "step": 15000
    },
    {
      "epoch": 30.36,
      "eval_accuracy": 0.8950359984842744,
      "eval_f1": 0.9333589015381497,
      "eval_loss": 0.5935563445091248,
      "eval_precision": 0.9789140060741345,
      "eval_runtime": 231.0332,
      "eval_samples_per_second": 11.423,
      "eval_steps_per_second": 0.952,
      "step": 15000
    },
    {
      "epoch": 31.38,
      "learning_rate": 6.494693189006819e-07,
      "loss": 0.1801,
      "step": 15500
    },
    {
      "epoch": 31.38,
      "eval_accuracy": 0.8946570670708601,
      "eval_f1": 0.9334021717198819,
      "eval_loss": 0.6150190234184265,
      "eval_precision": 0.9800558320669844,
      "eval_runtime": 224.8697,
      "eval_samples_per_second": 11.736,
      "eval_steps_per_second": 0.978,
      "step": 15500
    },
    {
      "epoch": 32.0,
      "step": 15808,
      "total_flos": 1.2697230517064026e+20,
      "train_loss": 1.0038429288729,
      "train_runtime": 86553.4289,
      "train_samples_per_second": 8.78,
      "train_steps_per_second": 0.183
    }
  ],
  "max_steps": 15808,
  "num_train_epochs": 32,
  "total_flos": 1.2697230517064026e+20,
  "trial_name": null,
  "trial_params": null
}