trainer_state.json

{
  "best_metric": 0.8514666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0701/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": 0.5520400404930115,
      "learning_rate": 0.0005,
      "loss": 0.7431,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8149333333333333,
      "eval_loss": 0.6619769334793091,
      "eval_runtime": 10.8714,
      "eval_samples_per_second": 344.941,
      "eval_steps_per_second": 5.427,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 19.127084732055664,
      "learning_rate": 0.0005,
      "loss": 0.4284,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.836,
      "eval_loss": 0.5894638895988464,
      "eval_runtime": 10.8817,
      "eval_samples_per_second": 344.615,
      "eval_steps_per_second": 5.422,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.054511480033397675,
      "learning_rate": 0.0005,
      "loss": 0.323,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.832,
      "eval_loss": 0.5964139103889465,
      "eval_runtime": 11.1809,
      "eval_samples_per_second": 335.392,
      "eval_steps_per_second": 5.277,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.01595764234662056,
      "learning_rate": 0.0005,
      "loss": 0.2652,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8282666666666667,
      "eval_loss": 0.6263660788536072,
      "eval_runtime": 11.2573,
      "eval_samples_per_second": 333.116,
      "eval_steps_per_second": 5.241,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.1656680405139923,
      "learning_rate": 0.0005,
      "loss": 0.2159,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8514666666666667,
      "eval_loss": 0.5584514737129211,
      "eval_runtime": 11.6873,
      "eval_samples_per_second": 320.861,
      "eval_steps_per_second": 5.048,
      "step": 1665
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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": 8.2370660311296e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}