trainer_state.json

{
  "best_metric": 0.7696709585121603,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-trash_classification/checkpoint-66",
  "epoch": 3.0,
  "global_step": 66,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.45,
      "learning_rate": 4.745762711864407e-05,
      "loss": 1.5462,
      "step": 10
    },
    {
      "epoch": 0.91,
      "learning_rate": 3.898305084745763e-05,
      "loss": 1.1855,
      "step": 20
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6809728183118741,
      "eval_loss": 0.9103820323944092,
      "eval_runtime": 6.9474,
      "eval_samples_per_second": 100.613,
      "eval_steps_per_second": 3.167,
      "step": 22
    },
    {
      "epoch": 1.36,
      "learning_rate": 3.050847457627119e-05,
      "loss": 0.8813,
      "step": 30
    },
    {
      "epoch": 1.82,
      "learning_rate": 2.2033898305084748e-05,
      "loss": 0.7209,
      "step": 40
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7510729613733905,
      "eval_loss": 0.6361371278762817,
      "eval_runtime": 7.3972,
      "eval_samples_per_second": 94.496,
      "eval_steps_per_second": 2.974,
      "step": 44
    },
    {
      "epoch": 2.27,
      "learning_rate": 1.3559322033898305e-05,
      "loss": 0.6267,
      "step": 50
    },
    {
      "epoch": 2.73,
      "learning_rate": 5.084745762711865e-06,
      "loss": 0.6043,
      "step": 60
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7696709585121603,
      "eval_loss": 0.5915560722351074,
      "eval_runtime": 6.9079,
      "eval_samples_per_second": 101.188,
      "eval_steps_per_second": 3.185,
      "step": 66
    },
    {
      "epoch": 3.0,
      "step": 66,
      "total_flos": 2.085095129220956e+17,
      "train_loss": 0.8958317330389312,
      "train_runtime": 194.9461,
      "train_samples_per_second": 43.027,
      "train_steps_per_second": 0.339
    }
  ],
  "max_steps": 66,
  "num_train_epochs": 3,
  "total_flos": 2.085095129220956e+17,
  "trial_name": null,
  "trial_params": null
}