{
  "best_metric": 0.7121951219512195,
  "best_model_checkpoint": "swinv2-tiny-patch4-window8-256-finetuned-gardner-exp-max/checkpoint-159",
  "epoch": 24.137931034482758,
  "eval_steps": 500,
  "global_step": 350,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.69,
      "learning_rate": 1.4285714285714285e-05,
      "loss": 1.6068,
      "step": 10
    },
    {
      "epoch": 0.97,
      "eval_accuracy": 0.5414634146341464,
      "eval_loss": 1.5808794498443604,
      "eval_runtime": 3.5265,
      "eval_samples_per_second": 58.131,
      "eval_steps_per_second": 1.985,
      "step": 14
    },
    {
      "epoch": 1.38,
      "learning_rate": 2.857142857142857e-05,
      "loss": 1.56,
      "step": 20
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.5414634146341464,
      "eval_loss": 1.2830290794372559,
      "eval_runtime": 3.4914,
      "eval_samples_per_second": 58.716,
      "eval_steps_per_second": 2.005,
      "step": 29
    },
    {
      "epoch": 2.07,
      "learning_rate": 4.2857142857142856e-05,
      "loss": 1.3595,
      "step": 30
    },
    {
      "epoch": 2.76,
      "learning_rate": 4.9206349206349204e-05,
      "loss": 1.1852,
      "step": 40
    },
    {
      "epoch": 2.97,
      "eval_accuracy": 0.5414634146341464,
      "eval_loss": 1.0793886184692383,
      "eval_runtime": 3.5623,
      "eval_samples_per_second": 57.547,
      "eval_steps_per_second": 1.965,
      "step": 43
    },
    {
      "epoch": 3.45,
      "learning_rate": 4.761904761904762e-05,
      "loss": 1.1132,
      "step": 50
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6487804878048781,
      "eval_loss": 0.9314356446266174,
      "eval_runtime": 3.4589,
      "eval_samples_per_second": 59.268,
      "eval_steps_per_second": 2.024,
      "step": 58
    },
    {
      "epoch": 4.14,
      "learning_rate": 4.603174603174603e-05,
      "loss": 1.024,
      "step": 60
    },
    {
      "epoch": 4.83,
      "learning_rate": 4.4444444444444447e-05,
      "loss": 0.9416,
      "step": 70
    },
    {
      "epoch": 4.97,
      "eval_accuracy": 0.6341463414634146,
      "eval_loss": 0.8935254216194153,
      "eval_runtime": 3.4888,
      "eval_samples_per_second": 58.759,
      "eval_steps_per_second": 2.006,
      "step": 72
    },
    {
      "epoch": 5.52,
      "learning_rate": 4.2857142857142856e-05,
      "loss": 0.9143,
      "step": 80
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.6829268292682927,
      "eval_loss": 0.8009229898452759,
      "eval_runtime": 3.465,
      "eval_samples_per_second": 59.163,
      "eval_steps_per_second": 2.02,
      "step": 87
    },
    {
      "epoch": 6.21,
      "learning_rate": 4.126984126984127e-05,
      "loss": 0.8868,
      "step": 90
    },
    {
      "epoch": 6.9,
      "learning_rate": 3.968253968253968e-05,
      "loss": 0.8243,
      "step": 100
    },
    {
      "epoch": 6.97,
      "eval_accuracy": 0.6634146341463415,
      "eval_loss": 0.8067137002944946,
      "eval_runtime": 3.5324,
      "eval_samples_per_second": 58.034,
      "eval_steps_per_second": 1.982,
      "step": 101
    },
    {
      "epoch": 7.59,
      "learning_rate": 3.809523809523809e-05,
      "loss": 0.8171,
      "step": 110
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.6780487804878049,
      "eval_loss": 0.7783121466636658,
      "eval_runtime": 3.4599,
      "eval_samples_per_second": 59.25,
      "eval_steps_per_second": 2.023,
      "step": 116
    },
    {
      "epoch": 8.28,
      "learning_rate": 3.650793650793651e-05,
      "loss": 0.8161,
      "step": 120
    },
    {
      "epoch": 8.97,
      "learning_rate": 3.492063492063492e-05,
      "loss": 0.7901,
      "step": 130
    },
    {
      "epoch": 8.97,
      "eval_accuracy": 0.6585365853658537,
      "eval_loss": 0.7871080636978149,
      "eval_runtime": 3.4561,
      "eval_samples_per_second": 59.316,
      "eval_steps_per_second": 2.025,
      "step": 130
    },
    {
      "epoch": 9.66,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.7944,
      "step": 140
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.697560975609756,
      "eval_loss": 0.7413551211357117,
      "eval_runtime": 3.4339,
      "eval_samples_per_second": 59.699,
      "eval_steps_per_second": 2.038,
      "step": 145
    },
    {
      "epoch": 10.34,
      "learning_rate": 3.1746031746031745e-05,
      "loss": 0.7669,
      "step": 150
    },
    {
      "epoch": 10.97,
      "eval_accuracy": 0.7121951219512195,
      "eval_loss": 0.6976904273033142,
      "eval_runtime": 3.4718,
      "eval_samples_per_second": 59.047,
      "eval_steps_per_second": 2.016,
      "step": 159
    },
    {
      "epoch": 11.03,
      "learning_rate": 3.0158730158730158e-05,
      "loss": 0.7961,
      "step": 160
    },
    {
      "epoch": 11.72,
      "learning_rate": 2.857142857142857e-05,
      "loss": 0.7478,
      "step": 170
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.7121951219512195,
      "eval_loss": 0.7042645812034607,
      "eval_runtime": 3.4485,
      "eval_samples_per_second": 59.447,
      "eval_steps_per_second": 2.03,
      "step": 174
    },
    {
      "epoch": 12.41,
      "learning_rate": 2.6984126984126984e-05,
      "loss": 0.766,
      "step": 180
    },
    {
      "epoch": 12.97,
      "eval_accuracy": 0.6585365853658537,
      "eval_loss": 0.7778439521789551,
      "eval_runtime": 3.6047,
      "eval_samples_per_second": 56.87,
      "eval_steps_per_second": 1.942,
      "step": 188
    },
    {
      "epoch": 13.1,
      "learning_rate": 2.5396825396825397e-05,
      "loss": 0.7691,
      "step": 190
    },
    {
      "epoch": 13.79,
      "learning_rate": 2.380952380952381e-05,
      "loss": 0.7322,
      "step": 200
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.6780487804878049,
      "eval_loss": 0.7503620386123657,
      "eval_runtime": 3.4523,
      "eval_samples_per_second": 59.381,
      "eval_steps_per_second": 2.028,
      "step": 203
    },
    {
      "epoch": 14.48,
      "learning_rate": 2.2222222222222223e-05,
      "loss": 0.7242,
      "step": 210
    },
    {
      "epoch": 14.97,
      "eval_accuracy": 0.6829268292682927,
      "eval_loss": 0.7290918827056885,
      "eval_runtime": 3.5373,
      "eval_samples_per_second": 57.954,
      "eval_steps_per_second": 1.979,
      "step": 217
    },
    {
      "epoch": 15.17,
      "learning_rate": 2.0634920634920636e-05,
      "loss": 0.7172,
      "step": 220
    },
    {
      "epoch": 15.86,
      "learning_rate": 1.9047619047619046e-05,
      "loss": 0.7554,
      "step": 230
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.6634146341463415,
      "eval_loss": 0.7694374918937683,
      "eval_runtime": 3.4718,
      "eval_samples_per_second": 59.047,
      "eval_steps_per_second": 2.016,
      "step": 232
    },
    {
      "epoch": 16.55,
      "learning_rate": 1.746031746031746e-05,
      "loss": 0.7422,
      "step": 240
    },
    {
      "epoch": 16.97,
      "eval_accuracy": 0.6829268292682927,
      "eval_loss": 0.7568630576133728,
      "eval_runtime": 3.5281,
      "eval_samples_per_second": 58.104,
      "eval_steps_per_second": 1.984,
      "step": 246
    },
    {
      "epoch": 17.24,
      "learning_rate": 1.5873015873015872e-05,
      "loss": 0.7324,
      "step": 250
    },
    {
      "epoch": 17.93,
      "learning_rate": 1.4285714285714285e-05,
      "loss": 0.7292,
      "step": 260
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.6780487804878049,
      "eval_loss": 0.7389385104179382,
      "eval_runtime": 3.4574,
      "eval_samples_per_second": 59.292,
      "eval_steps_per_second": 2.025,
      "step": 261
    },
    {
      "epoch": 18.62,
      "learning_rate": 1.2698412698412699e-05,
      "loss": 0.7354,
      "step": 270
    },
    {
      "epoch": 18.97,
      "eval_accuracy": 0.7121951219512195,
      "eval_loss": 0.668440580368042,
      "eval_runtime": 3.6943,
      "eval_samples_per_second": 55.491,
      "eval_steps_per_second": 1.895,
      "step": 275
    },
    {
      "epoch": 19.31,
      "learning_rate": 1.1111111111111112e-05,
      "loss": 0.7274,
      "step": 280
    },
    {
      "epoch": 20.0,
      "learning_rate": 9.523809523809523e-06,
      "loss": 0.6847,
      "step": 290
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.7121951219512195,
      "eval_loss": 0.6821430325508118,
      "eval_runtime": 3.4768,
      "eval_samples_per_second": 58.962,
      "eval_steps_per_second": 2.013,
      "step": 290
    },
    {
      "epoch": 20.69,
      "learning_rate": 7.936507936507936e-06,
      "loss": 0.7231,
      "step": 300
    },
    {
      "epoch": 20.97,
      "eval_accuracy": 0.7024390243902439,
      "eval_loss": 0.6839069128036499,
      "eval_runtime": 3.53,
      "eval_samples_per_second": 58.074,
      "eval_steps_per_second": 1.983,
      "step": 304
    },
    {
      "epoch": 21.38,
      "learning_rate": 6.349206349206349e-06,
      "loss": 0.6962,
      "step": 310
    },
    {
      "epoch": 22.0,
      "eval_accuracy": 0.6878048780487804,
      "eval_loss": 0.6958089470863342,
      "eval_runtime": 3.4679,
      "eval_samples_per_second": 59.113,
      "eval_steps_per_second": 2.018,
      "step": 319
    },
    {
      "epoch": 22.07,
      "learning_rate": 4.7619047619047615e-06,
      "loss": 0.6995,
      "step": 320
    },
    {
      "epoch": 22.76,
      "learning_rate": 3.1746031746031746e-06,
      "loss": 0.7079,
      "step": 330
    },
    {
      "epoch": 22.97,
      "eval_accuracy": 0.6878048780487804,
      "eval_loss": 0.7039469480514526,
      "eval_runtime": 3.4654,
      "eval_samples_per_second": 59.156,
      "eval_steps_per_second": 2.02,
      "step": 333
    },
    {
      "epoch": 23.45,
      "learning_rate": 1.5873015873015873e-06,
      "loss": 0.7088,
      "step": 340
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 0.6878048780487804,
      "eval_loss": 0.6974486112594604,
      "eval_runtime": 4.2005,
      "eval_samples_per_second": 48.803,
      "eval_steps_per_second": 1.666,
      "step": 348
    },
    {
      "epoch": 24.14,
      "learning_rate": 0.0,
      "loss": 0.7106,
      "step": 350
    },
    {
      "epoch": 24.14,
      "eval_accuracy": 0.6878048780487804,
      "eval_loss": 0.6975364089012146,
      "eval_runtime": 3.9957,
      "eval_samples_per_second": 51.305,
      "eval_steps_per_second": 1.752,
      "step": 350
    },
    {
      "epoch": 24.14,
      "step": 350,
      "total_flos": 1.444384721662378e+18,
      "train_loss": 0.8573012270246233,
      "train_runtime": 2334.0273,
      "train_samples_per_second": 19.698,
      "train_steps_per_second": 0.15
    }
  ],
  "logging_steps": 10,
  "max_steps": 350,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 25,
  "save_steps": 500,
  "total_flos": 1.444384721662378e+18,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}