trainer_state.json

{
  "best_metric": 0.9210666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0555/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": Infinity,
      "learning_rate": 0.0004525311529382417,
      "loss": 0.7444,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8250666666666666,
      "eval_loss": 0.592893123626709,
      "eval_runtime": 11.7112,
      "eval_samples_per_second": 320.206,
      "eval_steps_per_second": 5.038,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.8990204334259033,
      "learning_rate": 0.00032770273425644284,
      "loss": 0.3413,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8592,
      "eval_loss": 0.5213413834571838,
      "eval_runtime": 11.935,
      "eval_samples_per_second": 314.201,
      "eval_steps_per_second": 4.943,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.03554049879312515,
      "learning_rate": 0.00017319451210748358,
      "loss": 0.1476,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8946666666666667,
      "eval_loss": 0.4183240830898285,
      "eval_runtime": 11.9323,
      "eval_samples_per_second": 314.274,
      "eval_steps_per_second": 4.945,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.014559541828930378,
      "learning_rate": 4.802337581094707e-05,
      "loss": 0.0312,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9146666666666666,
      "eval_loss": 0.3485865592956543,
      "eval_runtime": 11.9706,
      "eval_samples_per_second": 313.268,
      "eval_steps_per_second": 4.929,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.010527603328227997,
      "learning_rate": 4.4502166460236306e-10,
      "loss": 0.0036,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9210666666666667,
      "eval_loss": 0.33810052275657654,
      "eval_runtime": 12.0927,
      "eval_samples_per_second": 310.103,
      "eval_steps_per_second": 4.879,
      "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
}