trainer_state.json

{
  "best_metric": 0.7602666666666666,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0997/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": Infinity,
      "learning_rate": 0.00033383383383383386,
      "loss": 2.9559,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.37493333333333334,
      "eval_loss": 2.2870421409606934,
      "eval_runtime": 5.9961,
      "eval_samples_per_second": 625.407,
      "eval_steps_per_second": 9.84,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00016766766766766766,
      "loss": 1.6441,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6386666666666667,
      "eval_loss": 1.2580233812332153,
      "eval_runtime": 3.9691,
      "eval_samples_per_second": 944.796,
      "eval_steps_per_second": 14.865,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 31.210927963256836,
      "learning_rate": 1.001001001001001e-06,
      "loss": 0.7129,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7602666666666666,
      "eval_loss": 0.809633731842041,
      "eval_runtime": 4.5533,
      "eval_samples_per_second": 823.583,
      "eval_steps_per_second": 12.958,
      "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
}