trainer_state.json

{
  "best_metric": 0.9272,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0998/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": 0.8353,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8114666666666667,
      "eval_loss": 0.6567545533180237,
      "eval_runtime": 7.8725,
      "eval_samples_per_second": 476.341,
      "eval_steps_per_second": 7.494,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.08035831898450851,
      "learning_rate": 0.00032770273425644284,
      "loss": 0.398,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8562666666666666,
      "eval_loss": 0.5151866674423218,
      "eval_runtime": 7.5479,
      "eval_samples_per_second": 496.828,
      "eval_steps_per_second": 7.817,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.7483113408088684,
      "learning_rate": 0.00017319451210748358,
      "loss": 0.1813,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8909333333333334,
      "eval_loss": 0.39721524715423584,
      "eval_runtime": 7.3707,
      "eval_samples_per_second": 508.768,
      "eval_steps_per_second": 8.005,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.026797430589795113,
      "learning_rate": 4.802337581094707e-05,
      "loss": 0.0502,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9216,
      "eval_loss": 0.3076895773410797,
      "eval_runtime": 7.4316,
      "eval_samples_per_second": 504.599,
      "eval_steps_per_second": 7.939,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.031547218561172485,
      "learning_rate": 4.4502166460236306e-10,
      "loss": 0.0099,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9272,
      "eval_loss": 0.28263261914253235,
      "eval_runtime": 7.3297,
      "eval_samples_per_second": 511.618,
      "eval_steps_per_second": 8.049,
      "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
}