trainer_state.json

{
  "best_metric": 0.32026666666666664,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0284/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": 32.74110794067383,
      "learning_rate": 0.0003,
      "loss": 3.2741,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.22906666666666667,
      "eval_loss": 2.860671281814575,
      "eval_runtime": 7.3831,
      "eval_samples_per_second": 507.914,
      "eval_steps_per_second": 7.991,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 18.555591583251953,
      "learning_rate": 0.0003,
      "loss": 2.7087,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.2768,
      "eval_loss": 2.665128707885742,
      "eval_runtime": 7.5731,
      "eval_samples_per_second": 495.171,
      "eval_steps_per_second": 7.791,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 15.974573135375977,
      "learning_rate": 0.0003,
      "loss": 2.4879,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.32026666666666664,
      "eval_loss": 2.4811413288116455,
      "eval_runtime": 7.4525,
      "eval_samples_per_second": 503.185,
      "eval_steps_per_second": 7.917,
      "step": 999
    }
  ],
  "logging_steps": 500,
  "max_steps": 999,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": 4.94223961867776e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}