trainer_state.json

{
  "best_metric": 0.9210666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0539/checkpoints/checkpoint-1998",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 1998,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.8611463904380798,
      "learning_rate": 0.0004166666666666667,
      "loss": 0.7962,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7957333333333333,
      "eval_loss": 0.7331413626670837,
      "eval_runtime": 12.2736,
      "eval_samples_per_second": 305.535,
      "eval_steps_per_second": 4.807,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 21.171125411987305,
      "learning_rate": 0.0003333333333333333,
      "loss": 0.3876,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8589333333333333,
      "eval_loss": 0.4799041748046875,
      "eval_runtime": 14.0704,
      "eval_samples_per_second": 266.516,
      "eval_steps_per_second": 4.193,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.07541902363300323,
      "learning_rate": 0.00025,
      "loss": 0.2063,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8768,
      "eval_loss": 0.46129846572875977,
      "eval_runtime": 14.1724,
      "eval_samples_per_second": 264.598,
      "eval_steps_per_second": 4.163,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 5.696136951446533,
      "learning_rate": 0.00016666666666666666,
      "loss": 0.0974,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8914666666666666,
      "eval_loss": 0.419053316116333,
      "eval_runtime": 13.1778,
      "eval_samples_per_second": 284.57,
      "eval_steps_per_second": 4.477,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.004495819564908743,
      "learning_rate": 8.333333333333333e-05,
      "loss": 0.0338,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9170666666666667,
      "eval_loss": 0.35307928919792175,
      "eval_runtime": 13.2388,
      "eval_samples_per_second": 283.258,
      "eval_steps_per_second": 4.457,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.03436153754591942,
      "learning_rate": 0.0,
      "loss": 0.0075,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9210666666666667,
      "eval_loss": 0.33316609263420105,
      "eval_runtime": 12.4253,
      "eval_samples_per_second": 301.803,
      "eval_steps_per_second": 4.748,
      "step": 1998
    }
  ],
  "logging_steps": 500,
  "max_steps": 1998,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "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": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}