trainer_state.json

{
  "best_metric": 0.8610666666666666,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0003/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": 6.00953483581543,
      "learning_rate": 5.2499999999999995e-05,
      "loss": 1.7006,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7821333333333333,
      "eval_loss": 0.8075416684150696,
      "eval_runtime": 7.3429,
      "eval_samples_per_second": 510.695,
      "eval_steps_per_second": 8.035,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 1.7595406161244655e-05,
      "loss": 0.5259,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8493333333333334,
      "eval_loss": 0.5271273255348206,
      "eval_runtime": 6.8343,
      "eval_samples_per_second": 548.7,
      "eval_steps_per_second": 8.633,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": Infinity,
      "learning_rate": 6.92253846086288e-10,
      "loss": 0.278,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8610666666666666,
      "eval_loss": 0.4706421494483948,
      "eval_runtime": 7.9418,
      "eval_samples_per_second": 472.182,
      "eval_steps_per_second": 7.429,
      "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
}