trainer_state.json

{
  "best_metric": 0.9090909090909091,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-image_quality/checkpoint-6",
  "epoch": 10.0,
  "global_step": 10,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6363636363636364,
      "eval_loss": 0.6762338280677795,
      "eval_runtime": 0.2955,
      "eval_samples_per_second": 37.225,
      "eval_steps_per_second": 3.384,
      "step": 1
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7272727272727273,
      "eval_loss": 0.6309272050857544,
      "eval_runtime": 0.2998,
      "eval_samples_per_second": 36.688,
      "eval_steps_per_second": 3.335,
      "step": 2
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.6363636363636364,
      "eval_loss": 0.609474241733551,
      "eval_runtime": 0.3499,
      "eval_samples_per_second": 31.437,
      "eval_steps_per_second": 2.858,
      "step": 3
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6363636363636364,
      "eval_loss": 0.5775323510169983,
      "eval_runtime": 0.3517,
      "eval_samples_per_second": 31.276,
      "eval_steps_per_second": 2.843,
      "step": 4
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8181818181818182,
      "eval_loss": 0.5443004965782166,
      "eval_runtime": 0.4331,
      "eval_samples_per_second": 25.399,
      "eval_steps_per_second": 2.309,
      "step": 5
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9090909090909091,
      "eval_loss": 0.5242365002632141,
      "eval_runtime": 0.3235,
      "eval_samples_per_second": 34.003,
      "eval_steps_per_second": 3.091,
      "step": 6
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8181818181818182,
      "eval_loss": 0.5149173140525818,
      "eval_runtime": 0.3418,
      "eval_samples_per_second": 32.183,
      "eval_steps_per_second": 2.926,
      "step": 7
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8181818181818182,
      "eval_loss": 0.509437620639801,
      "eval_runtime": 0.3412,
      "eval_samples_per_second": 32.243,
      "eval_steps_per_second": 2.931,
      "step": 8
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.8181818181818182,
      "eval_loss": 0.5037996172904968,
      "eval_runtime": 0.3235,
      "eval_samples_per_second": 33.998,
      "eval_steps_per_second": 3.091,
      "step": 9
    },
    {
      "epoch": 10.0,
      "learning_rate": 0.0,
      "loss": 0.4095,
      "step": 10
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.8181818181818182,
      "eval_loss": 0.4992285668849945,
      "eval_runtime": 0.3365,
      "eval_samples_per_second": 32.694,
      "eval_steps_per_second": 2.972,
      "step": 10
    },
    {
      "epoch": 10.0,
      "step": 10,
      "total_flos": 2.23703900872704e+16,
      "train_loss": 0.4094994068145752,
      "train_runtime": 71.4678,
      "train_samples_per_second": 12.593,
      "train_steps_per_second": 0.14
    }
  ],
  "max_steps": 10,
  "num_train_epochs": 10,
  "total_flos": 2.23703900872704e+16,
  "trial_name": null,
  "trial_params": null
}