{
  "best_metric": 0.021297017112374306,
  "best_model_checkpoint": "../res/Transformers/AST-ASVspoof2019-Synthetic-Voice-Detection-New/checkpoint-9519",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 9519,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.16,
      "learning_rate": 4.7373673705221136e-05,
      "loss": 0.1461,
      "step": 500
    },
    {
      "epoch": 0.32,
      "learning_rate": 4.4747347410442276e-05,
      "loss": 0.0486,
      "step": 1000
    },
    {
      "epoch": 0.47,
      "learning_rate": 4.212102111566341e-05,
      "loss": 0.0429,
      "step": 1500
    },
    {
      "epoch": 0.63,
      "learning_rate": 3.949469482088455e-05,
      "loss": 0.0157,
      "step": 2000
    },
    {
      "epoch": 0.79,
      "learning_rate": 3.686836852610568e-05,
      "loss": 0.0222,
      "step": 2500
    },
    {
      "epoch": 0.95,
      "learning_rate": 3.424204223132682e-05,
      "loss": 0.0232,
      "step": 3000
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.993237803896313,
      "eval_f1": 0.9962432915921288,
      "eval_loss": 0.04044355824589729,
      "eval_precision": 0.9933999286478773,
      "eval_recall": 0.9991029781126659,
      "eval_runtime": 830.2286,
      "eval_samples_per_second": 29.924,
      "eval_steps_per_second": 3.741,
      "step": 3173
    },
    {
      "epoch": 1.1,
      "learning_rate": 3.1615715936547956e-05,
      "loss": 0.0132,
      "step": 3500
    },
    {
      "epoch": 1.26,
      "learning_rate": 2.8989389641769092e-05,
      "loss": 0.0127,
      "step": 4000
    },
    {
      "epoch": 1.42,
      "learning_rate": 2.636306334699023e-05,
      "loss": 0.0164,
      "step": 4500
    },
    {
      "epoch": 1.58,
      "learning_rate": 2.373673705221137e-05,
      "loss": 0.0021,
      "step": 5000
    },
    {
      "epoch": 1.73,
      "learning_rate": 2.1110410757432505e-05,
      "loss": 0.0127,
      "step": 5500
    },
    {
      "epoch": 1.89,
      "learning_rate": 1.8484084462653642e-05,
      "loss": 0.0058,
      "step": 6000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9930767992271776,
      "eval_f1": 0.9961562527934209,
      "eval_loss": 0.03828761354088783,
      "eval_precision": 0.9926955282380189,
      "eval_recall": 0.9996411912450663,
      "eval_runtime": 804.5736,
      "eval_samples_per_second": 30.878,
      "eval_steps_per_second": 3.86,
      "step": 6346
    },
    {
      "epoch": 2.05,
      "learning_rate": 1.585775816787478e-05,
      "loss": 0.0044,
      "step": 6500
    },
    {
      "epoch": 2.21,
      "learning_rate": 1.3231431873095915e-05,
      "loss": 0.0,
      "step": 7000
    },
    {
      "epoch": 2.36,
      "learning_rate": 1.060510557831705e-05,
      "loss": 0.0022,
      "step": 7500
    },
    {
      "epoch": 2.52,
      "learning_rate": 7.978779283538187e-06,
      "loss": 0.0001,
      "step": 8000
    },
    {
      "epoch": 2.68,
      "learning_rate": 5.352452988759324e-06,
      "loss": 0.0,
      "step": 8500
    },
    {
      "epoch": 2.84,
      "learning_rate": 2.7261266939804603e-06,
      "loss": 0.0002,
      "step": 9000
    },
    {
      "epoch": 2.99,
      "learning_rate": 9.98003992015968e-08,
      "loss": 0.0014,
      "step": 9500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9970616647882788,
      "eval_f1": 0.9983654642753185,
      "eval_loss": 0.021297017112374306,
      "eval_precision": 0.9968253968253968,
      "eval_recall": 0.9999102978112666,
      "eval_runtime": 803.2524,
      "eval_samples_per_second": 30.929,
      "eval_steps_per_second": 3.867,
      "step": 9519
    },
    {
      "epoch": 3.0,
      "step": 9519,
      "total_flos": 5.160985429530378e+18,
      "train_loss": 0.019444029977140835,
      "train_runtime": 8406.9324,
      "train_samples_per_second": 9.057,
      "train_steps_per_second": 1.132
    }
  ],
  "logging_steps": 500,
  "max_steps": 9519,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 5.160985429530378e+18,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}