trainer_state.json

{
  "best_metric": 0.9514666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0566/checkpoints/checkpoint-1665",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 1665,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 5.905310153961182,
      "learning_rate": 4.522542485937369e-05,
      "loss": 0.8308,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9392,
      "eval_loss": 0.23717066645622253,
      "eval_runtime": 10.1701,
      "eval_samples_per_second": 368.729,
      "eval_steps_per_second": 5.801,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.15599583089351654,
      "learning_rate": 3.272542485937369e-05,
      "loss": 0.1143,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.948,
      "eval_loss": 0.1938076764345169,
      "eval_runtime": 10.1196,
      "eval_samples_per_second": 370.569,
      "eval_steps_per_second": 5.83,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.04407889395952225,
      "learning_rate": 1.7274575140626318e-05,
      "loss": 0.0336,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9485333333333333,
      "eval_loss": 0.19101044535636902,
      "eval_runtime": 10.2398,
      "eval_samples_per_second": 366.22,
      "eval_steps_per_second": 5.762,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.0455329567193985,
      "learning_rate": 4.7745751406263165e-06,
      "loss": 0.0105,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9512,
      "eval_loss": 0.1872560679912567,
      "eval_runtime": 10.0849,
      "eval_samples_per_second": 371.844,
      "eval_steps_per_second": 5.85,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.2216746062040329,
      "learning_rate": 0.0,
      "loss": 0.006,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9514666666666667,
      "eval_loss": 0.186173215508461,
      "eval_runtime": 11.0394,
      "eval_samples_per_second": 339.692,
      "eval_steps_per_second": 5.344,
      "step": 1665
    }
  ],
  "logging_steps": 500,
  "max_steps": 1665,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 8.2370660311296e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}