{
  "best_metric": 0.45652173913043476,
  "best_model_checkpoint": "swinv2-tiny-patch4-window8-256-DMAE-5e-1\\checkpoint-21",
  "epoch": 34.285714285714285,
  "eval_steps": 500,
  "global_step": 120,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 343.8003234863281,
      "eval_runtime": 0.7367,
      "eval_samples_per_second": 62.439,
      "eval_steps_per_second": 4.072,
      "step": 3
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 1260.14892578125,
      "eval_runtime": 0.8432,
      "eval_samples_per_second": 54.555,
      "eval_steps_per_second": 3.558,
      "step": 7
    },
    {
      "epoch": 2.86,
      "learning_rate": 0.4583333333333333,
      "loss": 517.6714,
      "step": 10
    },
    {
      "epoch": 2.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 457.51031494140625,
      "eval_runtime": 0.7677,
      "eval_samples_per_second": 59.921,
      "eval_steps_per_second": 3.908,
      "step": 10
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 180.12049865722656,
      "eval_runtime": 0.8105,
      "eval_samples_per_second": 56.752,
      "eval_steps_per_second": 3.701,
      "step": 14
    },
    {
      "epoch": 4.86,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 190.96266174316406,
      "eval_runtime": 0.7816,
      "eval_samples_per_second": 58.851,
      "eval_steps_per_second": 3.838,
      "step": 17
    },
    {
      "epoch": 5.71,
      "learning_rate": 0.4166666666666667,
      "loss": 201.7487,
      "step": 20
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 54.33485412597656,
      "eval_runtime": 0.8261,
      "eval_samples_per_second": 55.684,
      "eval_steps_per_second": 3.632,
      "step": 21
    },
    {
      "epoch": 6.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 70.2849349975586,
      "eval_runtime": 0.8977,
      "eval_samples_per_second": 51.24,
      "eval_steps_per_second": 3.342,
      "step": 24
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 57.703346252441406,
      "eval_runtime": 0.7722,
      "eval_samples_per_second": 59.569,
      "eval_steps_per_second": 3.885,
      "step": 28
    },
    {
      "epoch": 8.57,
      "learning_rate": 0.375,
      "loss": 64.7194,
      "step": 30
    },
    {
      "epoch": 8.86,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 115.52566528320312,
      "eval_runtime": 0.7522,
      "eval_samples_per_second": 61.153,
      "eval_steps_per_second": 3.988,
      "step": 31
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 72.79902648925781,
      "eval_runtime": 0.9673,
      "eval_samples_per_second": 47.556,
      "eval_steps_per_second": 3.102,
      "step": 35
    },
    {
      "epoch": 10.86,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 41.867027282714844,
      "eval_runtime": 0.7652,
      "eval_samples_per_second": 60.112,
      "eval_steps_per_second": 3.92,
      "step": 38
    },
    {
      "epoch": 11.43,
      "learning_rate": 0.3333333333333333,
      "loss": 58.6249,
      "step": 40
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 26.276500701904297,
      "eval_runtime": 0.7682,
      "eval_samples_per_second": 59.882,
      "eval_steps_per_second": 3.905,
      "step": 42
    },
    {
      "epoch": 12.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 41.724510192871094,
      "eval_runtime": 0.7512,
      "eval_samples_per_second": 61.237,
      "eval_steps_per_second": 3.994,
      "step": 45
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 23.69620704650879,
      "eval_runtime": 0.7782,
      "eval_samples_per_second": 59.112,
      "eval_steps_per_second": 3.855,
      "step": 49
    },
    {
      "epoch": 14.29,
      "learning_rate": 0.2916666666666667,
      "loss": 49.7372,
      "step": 50
    },
    {
      "epoch": 14.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 13.426469802856445,
      "eval_runtime": 0.7452,
      "eval_samples_per_second": 61.729,
      "eval_steps_per_second": 4.026,
      "step": 52
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 7.040547847747803,
      "eval_runtime": 0.7313,
      "eval_samples_per_second": 62.904,
      "eval_steps_per_second": 4.102,
      "step": 56
    },
    {
      "epoch": 16.86,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 5.077681064605713,
      "eval_runtime": 0.7837,
      "eval_samples_per_second": 58.698,
      "eval_steps_per_second": 3.828,
      "step": 59
    },
    {
      "epoch": 17.14,
      "learning_rate": 0.25,
      "loss": 11.7669,
      "step": 60
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 13.569025039672852,
      "eval_runtime": 0.74,
      "eval_samples_per_second": 62.165,
      "eval_steps_per_second": 4.054,
      "step": 63
    },
    {
      "epoch": 18.86,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 5.542473316192627,
      "eval_runtime": 0.7968,
      "eval_samples_per_second": 57.731,
      "eval_steps_per_second": 3.765,
      "step": 66
    },
    {
      "epoch": 20.0,
      "learning_rate": 0.20833333333333334,
      "loss": 13.3323,
      "step": 70
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 6.449064254760742,
      "eval_runtime": 0.8092,
      "eval_samples_per_second": 56.849,
      "eval_steps_per_second": 3.708,
      "step": 70
    },
    {
      "epoch": 20.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 7.306576251983643,
      "eval_runtime": 0.8232,
      "eval_samples_per_second": 55.882,
      "eval_steps_per_second": 3.644,
      "step": 73
    },
    {
      "epoch": 22.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 10.843117713928223,
      "eval_runtime": 0.7588,
      "eval_samples_per_second": 60.621,
      "eval_steps_per_second": 3.954,
      "step": 77
    },
    {
      "epoch": 22.86,
      "learning_rate": 0.16666666666666666,
      "loss": 9.2763,
      "step": 80
    },
    {
      "epoch": 22.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 12.158766746520996,
      "eval_runtime": 0.7587,
      "eval_samples_per_second": 60.63,
      "eval_steps_per_second": 3.954,
      "step": 80
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 5.4926228523254395,
      "eval_runtime": 0.8528,
      "eval_samples_per_second": 53.941,
      "eval_steps_per_second": 3.518,
      "step": 84
    },
    {
      "epoch": 24.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 4.468862056732178,
      "eval_runtime": 0.7743,
      "eval_samples_per_second": 59.407,
      "eval_steps_per_second": 3.874,
      "step": 87
    },
    {
      "epoch": 25.71,
      "learning_rate": 0.125,
      "loss": 6.8526,
      "step": 90
    },
    {
      "epoch": 26.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 3.7880265712738037,
      "eval_runtime": 0.8747,
      "eval_samples_per_second": 52.588,
      "eval_steps_per_second": 3.43,
      "step": 91
    },
    {
      "epoch": 26.86,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 2.329732656478882,
      "eval_runtime": 0.8285,
      "eval_samples_per_second": 55.523,
      "eval_steps_per_second": 3.621,
      "step": 94
    },
    {
      "epoch": 28.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 2.8531885147094727,
      "eval_runtime": 0.744,
      "eval_samples_per_second": 61.829,
      "eval_steps_per_second": 4.032,
      "step": 98
    },
    {
      "epoch": 28.57,
      "learning_rate": 0.08333333333333333,
      "loss": 3.0687,
      "step": 100
    },
    {
      "epoch": 28.86,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 2.694334030151367,
      "eval_runtime": 0.8002,
      "eval_samples_per_second": 57.483,
      "eval_steps_per_second": 3.749,
      "step": 101
    },
    {
      "epoch": 30.0,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 2.0957062244415283,
      "eval_runtime": 0.7804,
      "eval_samples_per_second": 58.944,
      "eval_steps_per_second": 3.844,
      "step": 105
    },
    {
      "epoch": 30.86,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 1.4001126289367676,
      "eval_runtime": 0.853,
      "eval_samples_per_second": 53.925,
      "eval_steps_per_second": 3.517,
      "step": 108
    },
    {
      "epoch": 31.43,
      "learning_rate": 0.041666666666666664,
      "loss": 2.1059,
      "step": 110
    },
    {
      "epoch": 32.0,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 1.308089017868042,
      "eval_runtime": 0.8485,
      "eval_samples_per_second": 54.211,
      "eval_steps_per_second": 3.536,
      "step": 112
    },
    {
      "epoch": 32.86,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 1.2391899824142456,
      "eval_runtime": 0.8179,
      "eval_samples_per_second": 56.243,
      "eval_steps_per_second": 3.668,
      "step": 115
    },
    {
      "epoch": 34.0,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 1.2510451078414917,
      "eval_runtime": 0.8127,
      "eval_samples_per_second": 56.602,
      "eval_steps_per_second": 3.691,
      "step": 119
    },
    {
      "epoch": 34.29,
      "learning_rate": 0.0,
      "loss": 1.3417,
      "step": 120
    },
    {
      "epoch": 34.29,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 1.233820915222168,
      "eval_runtime": 0.787,
      "eval_samples_per_second": 58.449,
      "eval_steps_per_second": 3.812,
      "step": 120
    },
    {
      "epoch": 34.29,
      "step": 120,
      "total_flos": 2.3770905934823424e+17,
      "train_loss": 78.35383641719818,
      "train_runtime": 207.9228,
      "train_samples_per_second": 40.977,
      "train_steps_per_second": 0.577
    }
  ],
  "logging_steps": 10,
  "max_steps": 120,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 40,
  "save_steps": 500,
  "total_flos": 2.3770905934823424e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}