{
  "best_metric": 0.6521739130434783,
  "best_model_checkpoint": "swinv2-tiny-patch4-window8-256-DMAE-da2-4e-5\\checkpoint-414",
  "epoch": 38.26086956521739,
  "eval_steps": 500,
  "global_step": 440,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.87,
      "learning_rate": 9.090909090909091e-07,
      "loss": 6.6265,
      "step": 10
    },
    {
      "epoch": 0.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 7.94173526763916,
      "eval_runtime": 0.6297,
      "eval_samples_per_second": 73.053,
      "eval_steps_per_second": 4.764,
      "step": 11
    },
    {
      "epoch": 1.74,
      "learning_rate": 1.8181818181818183e-06,
      "loss": 6.1679,
      "step": 20
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 7.933855056762695,
      "eval_runtime": 0.6717,
      "eval_samples_per_second": 68.487,
      "eval_steps_per_second": 4.467,
      "step": 23
    },
    {
      "epoch": 2.61,
      "learning_rate": 2.7272727272727272e-06,
      "loss": 6.8561,
      "step": 30
    },
    {
      "epoch": 2.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 7.914877891540527,
      "eval_runtime": 0.6852,
      "eval_samples_per_second": 67.137,
      "eval_steps_per_second": 4.379,
      "step": 34
    },
    {
      "epoch": 3.48,
      "learning_rate": 3.6363636363636366e-06,
      "loss": 6.399,
      "step": 40
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 7.862863063812256,
      "eval_runtime": 0.6527,
      "eval_samples_per_second": 70.477,
      "eval_steps_per_second": 4.596,
      "step": 46
    },
    {
      "epoch": 4.35,
      "learning_rate": 4.5454545454545455e-06,
      "loss": 6.7961,
      "step": 50
    },
    {
      "epoch": 4.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 7.740795612335205,
      "eval_runtime": 0.8582,
      "eval_samples_per_second": 53.601,
      "eval_steps_per_second": 3.496,
      "step": 57
    },
    {
      "epoch": 5.22,
      "learning_rate": 5.4545454545454545e-06,
      "loss": 6.5019,
      "step": 60
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 7.4855546951293945,
      "eval_runtime": 0.6767,
      "eval_samples_per_second": 67.98,
      "eval_steps_per_second": 4.433,
      "step": 69
    },
    {
      "epoch": 6.09,
      "learning_rate": 6.363636363636364e-06,
      "loss": 6.259,
      "step": 70
    },
    {
      "epoch": 6.96,
      "learning_rate": 7.272727272727273e-06,
      "loss": 6.085,
      "step": 80
    },
    {
      "epoch": 6.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 7.138808727264404,
      "eval_runtime": 0.6872,
      "eval_samples_per_second": 66.943,
      "eval_steps_per_second": 4.366,
      "step": 80
    },
    {
      "epoch": 7.83,
      "learning_rate": 8.181818181818183e-06,
      "loss": 6.014,
      "step": 90
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 6.7123517990112305,
      "eval_runtime": 0.6777,
      "eval_samples_per_second": 67.88,
      "eval_steps_per_second": 4.427,
      "step": 92
    },
    {
      "epoch": 8.7,
      "learning_rate": 9.090909090909091e-06,
      "loss": 5.6147,
      "step": 100
    },
    {
      "epoch": 8.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 6.244385242462158,
      "eval_runtime": 0.6992,
      "eval_samples_per_second": 65.794,
      "eval_steps_per_second": 4.291,
      "step": 103
    },
    {
      "epoch": 9.57,
      "learning_rate": 1e-05,
      "loss": 5.2206,
      "step": 110
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 5.69525146484375,
      "eval_runtime": 0.6151,
      "eval_samples_per_second": 74.78,
      "eval_steps_per_second": 4.877,
      "step": 115
    },
    {
      "epoch": 10.43,
      "learning_rate": 1.0909090909090909e-05,
      "loss": 4.9027,
      "step": 120
    },
    {
      "epoch": 10.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 5.129998683929443,
      "eval_runtime": 0.6845,
      "eval_samples_per_second": 67.204,
      "eval_steps_per_second": 4.383,
      "step": 126
    },
    {
      "epoch": 11.3,
      "learning_rate": 1.181818181818182e-05,
      "loss": 4.4278,
      "step": 130
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 4.462917327880859,
      "eval_runtime": 0.6892,
      "eval_samples_per_second": 66.743,
      "eval_steps_per_second": 4.353,
      "step": 138
    },
    {
      "epoch": 12.17,
      "learning_rate": 1.2727272727272728e-05,
      "loss": 4.0841,
      "step": 140
    },
    {
      "epoch": 12.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 3.8089237213134766,
      "eval_runtime": 0.7022,
      "eval_samples_per_second": 65.507,
      "eval_steps_per_second": 4.272,
      "step": 149
    },
    {
      "epoch": 13.04,
      "learning_rate": 1.3636363636363637e-05,
      "loss": 3.6313,
      "step": 150
    },
    {
      "epoch": 13.91,
      "learning_rate": 1.4545454545454546e-05,
      "loss": 3.0004,
      "step": 160
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 3.089322328567505,
      "eval_runtime": 0.7019,
      "eval_samples_per_second": 65.54,
      "eval_steps_per_second": 4.274,
      "step": 161
    },
    {
      "epoch": 14.78,
      "learning_rate": 1.5454545454545454e-05,
      "loss": 2.5654,
      "step": 170
    },
    {
      "epoch": 14.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 2.4630162715911865,
      "eval_runtime": 0.6591,
      "eval_samples_per_second": 69.793,
      "eval_steps_per_second": 4.552,
      "step": 172
    },
    {
      "epoch": 15.65,
      "learning_rate": 1.6363636363636366e-05,
      "loss": 2.094,
      "step": 180
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 1.8911186456680298,
      "eval_runtime": 0.6292,
      "eval_samples_per_second": 73.114,
      "eval_steps_per_second": 4.768,
      "step": 184
    },
    {
      "epoch": 16.52,
      "learning_rate": 1.7272727272727274e-05,
      "loss": 1.8348,
      "step": 190
    },
    {
      "epoch": 16.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 1.5454320907592773,
      "eval_runtime": 0.6571,
      "eval_samples_per_second": 70.0,
      "eval_steps_per_second": 4.565,
      "step": 195
    },
    {
      "epoch": 17.39,
      "learning_rate": 1.8181818181818182e-05,
      "loss": 1.5383,
      "step": 200
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 1.412402629852295,
      "eval_runtime": 0.6671,
      "eval_samples_per_second": 68.95,
      "eval_steps_per_second": 4.497,
      "step": 207
    },
    {
      "epoch": 18.26,
      "learning_rate": 1.9090909090909094e-05,
      "loss": 1.4068,
      "step": 210
    },
    {
      "epoch": 18.96,
      "eval_accuracy": 0.10869565217391304,
      "eval_loss": 1.4348046779632568,
      "eval_runtime": 0.6922,
      "eval_samples_per_second": 66.457,
      "eval_steps_per_second": 4.334,
      "step": 218
    },
    {
      "epoch": 19.13,
      "learning_rate": 2e-05,
      "loss": 1.4019,
      "step": 220
    },
    {
      "epoch": 20.0,
      "learning_rate": 2.090909090909091e-05,
      "loss": 1.379,
      "step": 230
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.15217391304347827,
      "eval_loss": 1.4207279682159424,
      "eval_runtime": 0.7142,
      "eval_samples_per_second": 64.407,
      "eval_steps_per_second": 4.2,
      "step": 230
    },
    {
      "epoch": 20.87,
      "learning_rate": 2.1818181818181818e-05,
      "loss": 1.3552,
      "step": 240
    },
    {
      "epoch": 20.96,
      "eval_accuracy": 0.34782608695652173,
      "eval_loss": 1.3785516023635864,
      "eval_runtime": 0.6411,
      "eval_samples_per_second": 71.747,
      "eval_steps_per_second": 4.679,
      "step": 241
    },
    {
      "epoch": 21.74,
      "learning_rate": 2.2727272727272733e-05,
      "loss": 1.262,
      "step": 250
    },
    {
      "epoch": 22.0,
      "eval_accuracy": 0.4782608695652174,
      "eval_loss": 1.3579806089401245,
      "eval_runtime": 0.7197,
      "eval_samples_per_second": 63.915,
      "eval_steps_per_second": 4.168,
      "step": 253
    },
    {
      "epoch": 22.61,
      "learning_rate": 2.363636363636364e-05,
      "loss": 1.2235,
      "step": 260
    },
    {
      "epoch": 22.96,
      "eval_accuracy": 0.3695652173913043,
      "eval_loss": 1.4412944316864014,
      "eval_runtime": 0.7497,
      "eval_samples_per_second": 61.359,
      "eval_steps_per_second": 4.002,
      "step": 264
    },
    {
      "epoch": 23.48,
      "learning_rate": 2.454545454545455e-05,
      "loss": 1.2065,
      "step": 270
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 0.1956521739130435,
      "eval_loss": 1.301337718963623,
      "eval_runtime": 0.7562,
      "eval_samples_per_second": 60.832,
      "eval_steps_per_second": 3.967,
      "step": 276
    },
    {
      "epoch": 24.35,
      "learning_rate": 2.5454545454545457e-05,
      "loss": 1.2196,
      "step": 280
    },
    {
      "epoch": 24.96,
      "eval_accuracy": 0.2608695652173913,
      "eval_loss": 1.3489079475402832,
      "eval_runtime": 0.6542,
      "eval_samples_per_second": 70.32,
      "eval_steps_per_second": 4.586,
      "step": 287
    },
    {
      "epoch": 25.22,
      "learning_rate": 2.6363636363636365e-05,
      "loss": 1.1815,
      "step": 290
    },
    {
      "epoch": 26.0,
      "eval_accuracy": 0.30434782608695654,
      "eval_loss": 1.315794587135315,
      "eval_runtime": 0.8187,
      "eval_samples_per_second": 56.187,
      "eval_steps_per_second": 3.664,
      "step": 299
    },
    {
      "epoch": 26.09,
      "learning_rate": 2.7272727272727273e-05,
      "loss": 1.0654,
      "step": 300
    },
    {
      "epoch": 26.96,
      "learning_rate": 2.8181818181818185e-05,
      "loss": 1.0469,
      "step": 310
    },
    {
      "epoch": 26.96,
      "eval_accuracy": 0.45652173913043476,
      "eval_loss": 1.2959192991256714,
      "eval_runtime": 0.6638,
      "eval_samples_per_second": 69.298,
      "eval_steps_per_second": 4.519,
      "step": 310
    },
    {
      "epoch": 27.83,
      "learning_rate": 2.9090909090909093e-05,
      "loss": 0.9854,
      "step": 320
    },
    {
      "epoch": 28.0,
      "eval_accuracy": 0.5217391304347826,
      "eval_loss": 1.4711965322494507,
      "eval_runtime": 0.6942,
      "eval_samples_per_second": 66.268,
      "eval_steps_per_second": 4.322,
      "step": 322
    },
    {
      "epoch": 28.7,
      "learning_rate": 3.0000000000000004e-05,
      "loss": 0.9443,
      "step": 330
    },
    {
      "epoch": 28.96,
      "eval_accuracy": 0.32608695652173914,
      "eval_loss": 1.2060942649841309,
      "eval_runtime": 0.6631,
      "eval_samples_per_second": 69.366,
      "eval_steps_per_second": 4.524,
      "step": 333
    },
    {
      "epoch": 29.57,
      "learning_rate": 3.090909090909091e-05,
      "loss": 0.9168,
      "step": 340
    },
    {
      "epoch": 30.0,
      "eval_accuracy": 0.43478260869565216,
      "eval_loss": 1.0654621124267578,
      "eval_runtime": 0.6752,
      "eval_samples_per_second": 68.131,
      "eval_steps_per_second": 4.443,
      "step": 345
    },
    {
      "epoch": 30.43,
      "learning_rate": 3.181818181818182e-05,
      "loss": 0.8138,
      "step": 350
    },
    {
      "epoch": 30.96,
      "eval_accuracy": 0.5434782608695652,
      "eval_loss": 1.098128318786621,
      "eval_runtime": 0.6792,
      "eval_samples_per_second": 67.731,
      "eval_steps_per_second": 4.417,
      "step": 356
    },
    {
      "epoch": 31.3,
      "learning_rate": 3.272727272727273e-05,
      "loss": 0.8066,
      "step": 360
    },
    {
      "epoch": 32.0,
      "eval_accuracy": 0.6304347826086957,
      "eval_loss": 1.002252221107483,
      "eval_runtime": 0.7928,
      "eval_samples_per_second": 58.019,
      "eval_steps_per_second": 3.784,
      "step": 368
    },
    {
      "epoch": 32.17,
      "learning_rate": 3.363636363636364e-05,
      "loss": 0.8035,
      "step": 370
    },
    {
      "epoch": 32.96,
      "eval_accuracy": 0.5652173913043478,
      "eval_loss": 0.9529276490211487,
      "eval_runtime": 0.8117,
      "eval_samples_per_second": 56.672,
      "eval_steps_per_second": 3.696,
      "step": 379
    },
    {
      "epoch": 33.04,
      "learning_rate": 3.454545454545455e-05,
      "loss": 0.7924,
      "step": 380
    },
    {
      "epoch": 33.91,
      "learning_rate": 3.545454545454546e-05,
      "loss": 0.7693,
      "step": 390
    },
    {
      "epoch": 34.0,
      "eval_accuracy": 0.5,
      "eval_loss": 1.0103802680969238,
      "eval_runtime": 0.7052,
      "eval_samples_per_second": 65.228,
      "eval_steps_per_second": 4.254,
      "step": 391
    },
    {
      "epoch": 34.78,
      "learning_rate": 3.6363636363636364e-05,
      "loss": 0.6773,
      "step": 400
    },
    {
      "epoch": 34.96,
      "eval_accuracy": 0.5,
      "eval_loss": 1.0684396028518677,
      "eval_runtime": 0.7032,
      "eval_samples_per_second": 65.417,
      "eval_steps_per_second": 4.266,
      "step": 402
    },
    {
      "epoch": 35.65,
      "learning_rate": 3.7272727272727276e-05,
      "loss": 0.6726,
      "step": 410
    },
    {
      "epoch": 36.0,
      "eval_accuracy": 0.6521739130434783,
      "eval_loss": 0.8252102136611938,
      "eval_runtime": 0.6251,
      "eval_samples_per_second": 73.584,
      "eval_steps_per_second": 4.799,
      "step": 414
    },
    {
      "epoch": 36.52,
      "learning_rate": 3.818181818181819e-05,
      "loss": 0.5859,
      "step": 420
    },
    {
      "epoch": 36.96,
      "eval_accuracy": 0.6304347826086957,
      "eval_loss": 0.8157598972320557,
      "eval_runtime": 0.7572,
      "eval_samples_per_second": 60.753,
      "eval_steps_per_second": 3.962,
      "step": 425
    },
    {
      "epoch": 37.39,
      "learning_rate": 3.909090909090909e-05,
      "loss": 0.6204,
      "step": 430
    },
    {
      "epoch": 38.0,
      "eval_accuracy": 0.6086956521739131,
      "eval_loss": 0.8518310189247131,
      "eval_runtime": 0.8152,
      "eval_samples_per_second": 56.426,
      "eval_steps_per_second": 3.68,
      "step": 437
    },
    {
      "epoch": 38.26,
      "learning_rate": 0.0,
      "loss": 0.5921,
      "step": 440
    },
    {
      "epoch": 38.26,
      "eval_accuracy": 0.5869565217391305,
      "eval_loss": 0.8756792545318604,
      "eval_runtime": 0.7577,
      "eval_samples_per_second": 60.709,
      "eval_steps_per_second": 3.959,
      "step": 440
    },
    {
      "epoch": 38.26,
      "step": 440,
      "total_flos": 8.976721800462336e+17,
      "train_loss": 2.735191390731118,
      "train_runtime": 613.0869,
      "train_samples_per_second": 47.041,
      "train_steps_per_second": 0.718
    }
  ],
  "logging_steps": 10,
  "max_steps": 440,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 40,
  "save_steps": 500,
  "total_flos": 8.976721800462336e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}