{
  "best_metric": 0.921760391198044,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-sealv1/checkpoint-118",
  "epoch": 9.491525423728813,
  "eval_steps": 500,
  "global_step": 140,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.68,
      "grad_norm": 8.243694305419922,
      "learning_rate": 3.571428571428572e-05,
      "loss": 1.1068,
      "step": 10
    },
    {
      "epoch": 0.95,
      "eval_accuracy": 0.706601466992665,
      "eval_loss": 0.6517727375030518,
      "eval_runtime": 2.518,
      "eval_samples_per_second": 162.428,
      "eval_steps_per_second": 5.163,
      "step": 14
    },
    {
      "epoch": 1.36,
      "grad_norm": 11.443496704101562,
      "learning_rate": 4.761904761904762e-05,
      "loss": 0.4912,
      "step": 20
    },
    {
      "epoch": 1.97,
      "eval_accuracy": 0.843520782396088,
      "eval_loss": 0.46679040789604187,
      "eval_runtime": 2.5032,
      "eval_samples_per_second": 163.39,
      "eval_steps_per_second": 5.193,
      "step": 29
    },
    {
      "epoch": 2.03,
      "grad_norm": 9.79934024810791,
      "learning_rate": 4.3650793650793655e-05,
      "loss": 0.3366,
      "step": 30
    },
    {
      "epoch": 2.71,
      "grad_norm": 8.352068901062012,
      "learning_rate": 3.968253968253968e-05,
      "loss": 0.2749,
      "step": 40
    },
    {
      "epoch": 2.98,
      "eval_accuracy": 0.8704156479217604,
      "eval_loss": 0.41268301010131836,
      "eval_runtime": 2.4728,
      "eval_samples_per_second": 165.399,
      "eval_steps_per_second": 5.257,
      "step": 44
    },
    {
      "epoch": 3.39,
      "grad_norm": 7.004426002502441,
      "learning_rate": 3.571428571428572e-05,
      "loss": 0.3189,
      "step": 50
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8875305623471883,
      "eval_loss": 0.36258456110954285,
      "eval_runtime": 2.4887,
      "eval_samples_per_second": 164.344,
      "eval_steps_per_second": 5.224,
      "step": 59
    },
    {
      "epoch": 4.07,
      "grad_norm": 4.621389865875244,
      "learning_rate": 3.1746031746031745e-05,
      "loss": 0.2412,
      "step": 60
    },
    {
      "epoch": 4.75,
      "grad_norm": 6.152388572692871,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.2226,
      "step": 70
    },
    {
      "epoch": 4.95,
      "eval_accuracy": 0.9046454767726161,
      "eval_loss": 0.26376911997795105,
      "eval_runtime": 2.4808,
      "eval_samples_per_second": 164.864,
      "eval_steps_per_second": 5.24,
      "step": 73
    },
    {
      "epoch": 5.42,
      "grad_norm": 6.929192066192627,
      "learning_rate": 2.380952380952381e-05,
      "loss": 0.2394,
      "step": 80
    },
    {
      "epoch": 5.97,
      "eval_accuracy": 0.8801955990220048,
      "eval_loss": 0.358397513628006,
      "eval_runtime": 2.4802,
      "eval_samples_per_second": 164.908,
      "eval_steps_per_second": 5.242,
      "step": 88
    },
    {
      "epoch": 6.1,
      "grad_norm": 6.410078525543213,
      "learning_rate": 1.984126984126984e-05,
      "loss": 0.2156,
      "step": 90
    },
    {
      "epoch": 6.78,
      "grad_norm": 6.870254039764404,
      "learning_rate": 1.5873015873015872e-05,
      "loss": 0.2241,
      "step": 100
    },
    {
      "epoch": 6.98,
      "eval_accuracy": 0.9046454767726161,
      "eval_loss": 0.2820737659931183,
      "eval_runtime": 2.4944,
      "eval_samples_per_second": 163.967,
      "eval_steps_per_second": 5.212,
      "step": 103
    },
    {
      "epoch": 7.46,
      "grad_norm": 20.99500274658203,
      "learning_rate": 1.1904761904761905e-05,
      "loss": 0.1815,
      "step": 110
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.921760391198044,
      "eval_loss": 0.21383894979953766,
      "eval_runtime": 2.4781,
      "eval_samples_per_second": 165.045,
      "eval_steps_per_second": 5.246,
      "step": 118
    },
    {
      "epoch": 8.14,
      "grad_norm": 10.073310852050781,
      "learning_rate": 7.936507936507936e-06,
      "loss": 0.1715,
      "step": 120
    },
    {
      "epoch": 8.81,
      "grad_norm": 5.79032564163208,
      "learning_rate": 3.968253968253968e-06,
      "loss": 0.1862,
      "step": 130
    },
    {
      "epoch": 8.95,
      "eval_accuracy": 0.9046454767726161,
      "eval_loss": 0.27377307415008545,
      "eval_runtime": 2.4752,
      "eval_samples_per_second": 165.24,
      "eval_steps_per_second": 5.252,
      "step": 132
    },
    {
      "epoch": 9.49,
      "grad_norm": 9.280794143676758,
      "learning_rate": 0.0,
      "loss": 0.1942,
      "step": 140
    },
    {
      "epoch": 9.49,
      "eval_accuracy": 0.9119804400977995,
      "eval_loss": 0.25534436106681824,
      "eval_runtime": 2.4962,
      "eval_samples_per_second": 163.851,
      "eval_steps_per_second": 5.208,
      "step": 140
    },
    {
      "epoch": 9.49,
      "step": 140,
      "total_flos": 4.447730655960883e+17,
      "train_loss": 0.31461275049618315,
      "train_runtime": 310.8231,
      "train_samples_per_second": 60.645,
      "train_steps_per_second": 0.45
    }
  ],
  "logging_steps": 10,
  "max_steps": 140,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 4.447730655960883e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}