trainer_state.json

{
  "best_metric": 0.8576,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0531/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": 29.421464920043945,
      "learning_rate": 0.0003,
      "loss": 0.683,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8541333333333333,
      "eval_loss": 0.4957163333892822,
      "eval_runtime": 11.4897,
      "eval_samples_per_second": 326.379,
      "eval_steps_per_second": 5.135,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 10.783097267150879,
      "learning_rate": 0.0003,
      "loss": 0.3553,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8536,
      "eval_loss": 0.501722514629364,
      "eval_runtime": 11.7001,
      "eval_samples_per_second": 320.509,
      "eval_steps_per_second": 5.043,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.03521961346268654,
      "learning_rate": 0.0003,
      "loss": 0.2637,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8530666666666666,
      "eval_loss": 0.5246318578720093,
      "eval_runtime": 11.9267,
      "eval_samples_per_second": 314.422,
      "eval_steps_per_second": 4.947,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 17.66657257080078,
      "learning_rate": 0.0003,
      "loss": 0.2108,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8546666666666667,
      "eval_loss": 0.5403531193733215,
      "eval_runtime": 11.4069,
      "eval_samples_per_second": 328.748,
      "eval_steps_per_second": 5.172,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 3.0719501972198486,
      "learning_rate": 0.0003,
      "loss": 0.1926,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8576,
      "eval_loss": 0.5402197241783142,
      "eval_runtime": 11.0076,
      "eval_samples_per_second": 340.673,
      "eval_steps_per_second": 5.36,
      "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
}