trainer_state.json

{
  "best_metric": 0.8189333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0532/checkpoints/checkpoint-999",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 999,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.3862819969654083,
      "learning_rate": 0.0005,
      "loss": 0.8618,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8176,
      "eval_loss": 0.6236633658409119,
      "eval_runtime": 11.79,
      "eval_samples_per_second": 318.065,
      "eval_steps_per_second": 5.004,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.9109455347061157,
      "learning_rate": 0.0005,
      "loss": 0.5211,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7957333333333333,
      "eval_loss": 0.7043050527572632,
      "eval_runtime": 11.9425,
      "eval_samples_per_second": 314.006,
      "eval_steps_per_second": 4.94,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.37594741582870483,
      "learning_rate": 0.0005,
      "loss": 0.4269,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8189333333333333,
      "eval_loss": 0.6158972382545471,
      "eval_runtime": 12.1642,
      "eval_samples_per_second": 308.282,
      "eval_steps_per_second": 4.85,
      "step": 999
    }
  ],
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 4.94223961867776e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}