{
  "best_metric": 0.7614678899082569,
  "best_model_checkpoint": "swiftformer-xs-dmae-va-U-SF/checkpoint-271",
  "epoch": 36.12903225806452,
  "eval_steps": 500,
  "global_step": 280,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9,
      "eval_accuracy": 0.3119266055045872,
      "eval_loss": 1.3887187242507935,
      "eval_runtime": 0.6715,
      "eval_samples_per_second": 162.322,
      "eval_steps_per_second": 5.957,
      "step": 7
    },
    {
      "epoch": 1.29,
      "learning_rate": 1.785714285714286e-05,
      "loss": 1.4383,
      "step": 10
    },
    {
      "epoch": 1.94,
      "eval_accuracy": 0.41284403669724773,
      "eval_loss": 1.344041347503662,
      "eval_runtime": 0.4343,
      "eval_samples_per_second": 250.972,
      "eval_steps_per_second": 9.21,
      "step": 15
    },
    {
      "epoch": 2.58,
      "learning_rate": 3.571428571428572e-05,
      "loss": 1.3956,
      "step": 20
    },
    {
      "epoch": 2.97,
      "eval_accuracy": 0.3761467889908257,
      "eval_loss": 1.3158775568008423,
      "eval_runtime": 0.5875,
      "eval_samples_per_second": 185.531,
      "eval_steps_per_second": 6.808,
      "step": 23
    },
    {
      "epoch": 3.87,
      "learning_rate": 4.960317460317461e-05,
      "loss": 1.36,
      "step": 30
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.3853211009174312,
      "eval_loss": 1.2906575202941895,
      "eval_runtime": 0.416,
      "eval_samples_per_second": 262.05,
      "eval_steps_per_second": 9.617,
      "step": 31
    },
    {
      "epoch": 4.9,
      "eval_accuracy": 0.44036697247706424,
      "eval_loss": 1.2488025426864624,
      "eval_runtime": 0.4344,
      "eval_samples_per_second": 250.911,
      "eval_steps_per_second": 9.208,
      "step": 38
    },
    {
      "epoch": 5.16,
      "learning_rate": 4.761904761904762e-05,
      "loss": 1.2912,
      "step": 40
    },
    {
      "epoch": 5.94,
      "eval_accuracy": 0.4036697247706422,
      "eval_loss": 1.2129390239715576,
      "eval_runtime": 0.4322,
      "eval_samples_per_second": 252.176,
      "eval_steps_per_second": 9.254,
      "step": 46
    },
    {
      "epoch": 6.45,
      "learning_rate": 4.563492063492064e-05,
      "loss": 1.2387,
      "step": 50
    },
    {
      "epoch": 6.97,
      "eval_accuracy": 0.46788990825688076,
      "eval_loss": 1.1733514070510864,
      "eval_runtime": 0.4452,
      "eval_samples_per_second": 244.821,
      "eval_steps_per_second": 8.984,
      "step": 54
    },
    {
      "epoch": 7.74,
      "learning_rate": 4.3650793650793655e-05,
      "loss": 1.1607,
      "step": 60
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.5137614678899083,
      "eval_loss": 1.143617868423462,
      "eval_runtime": 0.4224,
      "eval_samples_per_second": 258.05,
      "eval_steps_per_second": 9.47,
      "step": 62
    },
    {
      "epoch": 8.9,
      "eval_accuracy": 0.4954128440366973,
      "eval_loss": 1.0990597009658813,
      "eval_runtime": 0.459,
      "eval_samples_per_second": 237.483,
      "eval_steps_per_second": 8.715,
      "step": 69
    },
    {
      "epoch": 9.03,
      "learning_rate": 4.166666666666667e-05,
      "loss": 1.1224,
      "step": 70
    },
    {
      "epoch": 9.94,
      "eval_accuracy": 0.5504587155963303,
      "eval_loss": 1.0478596687316895,
      "eval_runtime": 0.7035,
      "eval_samples_per_second": 154.95,
      "eval_steps_per_second": 5.686,
      "step": 77
    },
    {
      "epoch": 10.32,
      "learning_rate": 3.968253968253968e-05,
      "loss": 1.0547,
      "step": 80
    },
    {
      "epoch": 10.97,
      "eval_accuracy": 0.5963302752293578,
      "eval_loss": 0.9993337392807007,
      "eval_runtime": 0.4348,
      "eval_samples_per_second": 250.685,
      "eval_steps_per_second": 9.199,
      "step": 85
    },
    {
      "epoch": 11.61,
      "learning_rate": 3.76984126984127e-05,
      "loss": 1.0137,
      "step": 90
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.6146788990825688,
      "eval_loss": 0.9859614372253418,
      "eval_runtime": 0.5726,
      "eval_samples_per_second": 190.361,
      "eval_steps_per_second": 6.986,
      "step": 93
    },
    {
      "epoch": 12.9,
      "learning_rate": 3.571428571428572e-05,
      "loss": 0.9652,
      "step": 100
    },
    {
      "epoch": 12.9,
      "eval_accuracy": 0.6146788990825688,
      "eval_loss": 0.9697992205619812,
      "eval_runtime": 0.4313,
      "eval_samples_per_second": 252.708,
      "eval_steps_per_second": 9.274,
      "step": 100
    },
    {
      "epoch": 13.94,
      "eval_accuracy": 0.6055045871559633,
      "eval_loss": 0.9519100785255432,
      "eval_runtime": 0.4407,
      "eval_samples_per_second": 247.344,
      "eval_steps_per_second": 9.077,
      "step": 108
    },
    {
      "epoch": 14.19,
      "learning_rate": 3.3730158730158734e-05,
      "loss": 0.9217,
      "step": 110
    },
    {
      "epoch": 14.97,
      "eval_accuracy": 0.6055045871559633,
      "eval_loss": 0.9242026209831238,
      "eval_runtime": 0.4297,
      "eval_samples_per_second": 253.648,
      "eval_steps_per_second": 9.308,
      "step": 116
    },
    {
      "epoch": 15.48,
      "learning_rate": 3.1746031746031745e-05,
      "loss": 0.9122,
      "step": 120
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.6146788990825688,
      "eval_loss": 0.9062366485595703,
      "eval_runtime": 0.4329,
      "eval_samples_per_second": 251.781,
      "eval_steps_per_second": 9.24,
      "step": 124
    },
    {
      "epoch": 16.77,
      "learning_rate": 2.9761904761904762e-05,
      "loss": 0.8763,
      "step": 130
    },
    {
      "epoch": 16.9,
      "eval_accuracy": 0.6422018348623854,
      "eval_loss": 0.8872672915458679,
      "eval_runtime": 0.4224,
      "eval_samples_per_second": 258.055,
      "eval_steps_per_second": 9.47,
      "step": 131
    },
    {
      "epoch": 17.94,
      "eval_accuracy": 0.6513761467889908,
      "eval_loss": 0.8477428555488586,
      "eval_runtime": 0.5523,
      "eval_samples_per_second": 197.365,
      "eval_steps_per_second": 7.243,
      "step": 139
    },
    {
      "epoch": 18.06,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.8471,
      "step": 140
    },
    {
      "epoch": 18.97,
      "eval_accuracy": 0.6513761467889908,
      "eval_loss": 0.8427405953407288,
      "eval_runtime": 0.6098,
      "eval_samples_per_second": 178.737,
      "eval_steps_per_second": 6.559,
      "step": 147
    },
    {
      "epoch": 19.35,
      "learning_rate": 2.5793650793650796e-05,
      "loss": 0.8331,
      "step": 150
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.6880733944954128,
      "eval_loss": 0.8257479667663574,
      "eval_runtime": 0.438,
      "eval_samples_per_second": 248.852,
      "eval_steps_per_second": 9.132,
      "step": 155
    },
    {
      "epoch": 20.65,
      "learning_rate": 2.380952380952381e-05,
      "loss": 0.8167,
      "step": 160
    },
    {
      "epoch": 20.9,
      "eval_accuracy": 0.6880733944954128,
      "eval_loss": 0.8025383353233337,
      "eval_runtime": 0.4399,
      "eval_samples_per_second": 247.761,
      "eval_steps_per_second": 9.092,
      "step": 162
    },
    {
      "epoch": 21.94,
      "learning_rate": 2.1825396825396827e-05,
      "loss": 0.8022,
      "step": 170
    },
    {
      "epoch": 21.94,
      "eval_accuracy": 0.6972477064220184,
      "eval_loss": 0.8010965585708618,
      "eval_runtime": 0.4311,
      "eval_samples_per_second": 252.864,
      "eval_steps_per_second": 9.279,
      "step": 170
    },
    {
      "epoch": 22.97,
      "eval_accuracy": 0.6972477064220184,
      "eval_loss": 0.8078291416168213,
      "eval_runtime": 0.4412,
      "eval_samples_per_second": 247.041,
      "eval_steps_per_second": 9.066,
      "step": 178
    },
    {
      "epoch": 23.23,
      "learning_rate": 1.984126984126984e-05,
      "loss": 0.7996,
      "step": 180
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 0.7064220183486238,
      "eval_loss": 0.7920359969139099,
      "eval_runtime": 0.4625,
      "eval_samples_per_second": 235.682,
      "eval_steps_per_second": 8.649,
      "step": 186
    },
    {
      "epoch": 24.52,
      "learning_rate": 1.785714285714286e-05,
      "loss": 0.7962,
      "step": 190
    },
    {
      "epoch": 24.9,
      "eval_accuracy": 0.7247706422018348,
      "eval_loss": 0.760365903377533,
      "eval_runtime": 0.4325,
      "eval_samples_per_second": 251.996,
      "eval_steps_per_second": 9.248,
      "step": 193
    },
    {
      "epoch": 25.81,
      "learning_rate": 1.5873015873015872e-05,
      "loss": 0.7268,
      "step": 200
    },
    {
      "epoch": 25.94,
      "eval_accuracy": 0.6972477064220184,
      "eval_loss": 0.7596898674964905,
      "eval_runtime": 0.568,
      "eval_samples_per_second": 191.903,
      "eval_steps_per_second": 7.042,
      "step": 201
    },
    {
      "epoch": 26.97,
      "eval_accuracy": 0.6972477064220184,
      "eval_loss": 0.7461942434310913,
      "eval_runtime": 0.4265,
      "eval_samples_per_second": 255.55,
      "eval_steps_per_second": 9.378,
      "step": 209
    },
    {
      "epoch": 27.1,
      "learning_rate": 1.388888888888889e-05,
      "loss": 0.7477,
      "step": 210
    },
    {
      "epoch": 28.0,
      "eval_accuracy": 0.7064220183486238,
      "eval_loss": 0.7316110730171204,
      "eval_runtime": 0.6404,
      "eval_samples_per_second": 170.198,
      "eval_steps_per_second": 6.246,
      "step": 217
    },
    {
      "epoch": 28.39,
      "learning_rate": 1.1904761904761905e-05,
      "loss": 0.7411,
      "step": 220
    },
    {
      "epoch": 28.9,
      "eval_accuracy": 0.7522935779816514,
      "eval_loss": 0.7275413870811462,
      "eval_runtime": 0.4398,
      "eval_samples_per_second": 247.819,
      "eval_steps_per_second": 9.094,
      "step": 224
    },
    {
      "epoch": 29.68,
      "learning_rate": 9.92063492063492e-06,
      "loss": 0.7415,
      "step": 230
    },
    {
      "epoch": 29.94,
      "eval_accuracy": 0.7247706422018348,
      "eval_loss": 0.7210223078727722,
      "eval_runtime": 0.4316,
      "eval_samples_per_second": 252.526,
      "eval_steps_per_second": 9.267,
      "step": 232
    },
    {
      "epoch": 30.97,
      "learning_rate": 7.936507936507936e-06,
      "loss": 0.7159,
      "step": 240
    },
    {
      "epoch": 30.97,
      "eval_accuracy": 0.7247706422018348,
      "eval_loss": 0.727079451084137,
      "eval_runtime": 0.4278,
      "eval_samples_per_second": 254.812,
      "eval_steps_per_second": 9.351,
      "step": 240
    },
    {
      "epoch": 32.0,
      "eval_accuracy": 0.7431192660550459,
      "eval_loss": 0.700477659702301,
      "eval_runtime": 0.4579,
      "eval_samples_per_second": 238.037,
      "eval_steps_per_second": 8.735,
      "step": 248
    },
    {
      "epoch": 32.26,
      "learning_rate": 5.9523809523809525e-06,
      "loss": 0.7322,
      "step": 250
    },
    {
      "epoch": 32.9,
      "eval_accuracy": 0.7431192660550459,
      "eval_loss": 0.7012345194816589,
      "eval_runtime": 0.4583,
      "eval_samples_per_second": 237.855,
      "eval_steps_per_second": 8.729,
      "step": 255
    },
    {
      "epoch": 33.55,
      "learning_rate": 3.968253968253968e-06,
      "loss": 0.7124,
      "step": 260
    },
    {
      "epoch": 33.94,
      "eval_accuracy": 0.7522935779816514,
      "eval_loss": 0.7052269577980042,
      "eval_runtime": 0.4302,
      "eval_samples_per_second": 253.362,
      "eval_steps_per_second": 9.298,
      "step": 263
    },
    {
      "epoch": 34.84,
      "learning_rate": 1.984126984126984e-06,
      "loss": 0.7194,
      "step": 270
    },
    {
      "epoch": 34.97,
      "eval_accuracy": 0.7614678899082569,
      "eval_loss": 0.6964432597160339,
      "eval_runtime": 0.6076,
      "eval_samples_per_second": 179.38,
      "eval_steps_per_second": 6.583,
      "step": 271
    },
    {
      "epoch": 36.0,
      "eval_accuracy": 0.7522935779816514,
      "eval_loss": 0.7007263898849487,
      "eval_runtime": 0.4321,
      "eval_samples_per_second": 252.256,
      "eval_steps_per_second": 9.257,
      "step": 279
    },
    {
      "epoch": 36.13,
      "learning_rate": 0.0,
      "loss": 0.6903,
      "step": 280
    },
    {
      "epoch": 36.13,
      "eval_accuracy": 0.7431192660550459,
      "eval_loss": 0.6986872553825378,
      "eval_runtime": 0.4293,
      "eval_samples_per_second": 253.895,
      "eval_steps_per_second": 9.317,
      "step": 280
    },
    {
      "epoch": 36.13,
      "step": 280,
      "total_flos": 9.686412043576934e+16,
      "train_loss": 0.9347471083913531,
      "train_runtime": 250.0799,
      "train_samples_per_second": 156.43,
      "train_steps_per_second": 1.12
    }
  ],
  "logging_steps": 10,
  "max_steps": 280,
  "num_train_epochs": 40,
  "save_steps": 500,
  "total_flos": 9.686412043576934e+16,
  "trial_name": null,
  "trial_params": null
}