trainer_state.json

{
  "best_metric": 0.9410666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0631/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": 0.6359642744064331,
      "learning_rate": 8e-05,
      "loss": 0.6235,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9178666666666667,
      "eval_loss": 0.2713891565799713,
      "eval_runtime": 4.006,
      "eval_samples_per_second": 936.093,
      "eval_steps_per_second": 14.728,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.07249192893505096,
      "learning_rate": 7.000000000000001e-05,
      "loss": 0.138,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9218666666666666,
      "eval_loss": 0.2614455223083496,
      "eval_runtime": 3.9983,
      "eval_samples_per_second": 937.898,
      "eval_steps_per_second": 14.756,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.035884030163288116,
      "learning_rate": 6e-05,
      "loss": 0.0636,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9269333333333334,
      "eval_loss": 0.2612350881099701,
      "eval_runtime": 3.983,
      "eval_samples_per_second": 941.503,
      "eval_steps_per_second": 14.813,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.039729077368974686,
      "learning_rate": 5e-05,
      "loss": 0.0252,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9269333333333334,
      "eval_loss": 0.2917039096355438,
      "eval_runtime": 3.9646,
      "eval_samples_per_second": 945.865,
      "eval_steps_per_second": 14.882,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.024591322988271713,
      "learning_rate": 4e-05,
      "loss": 0.0104,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9341333333333334,
      "eval_loss": 0.2599940001964569,
      "eval_runtime": 3.9789,
      "eval_samples_per_second": 942.465,
      "eval_steps_per_second": 14.828,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.07780799269676208,
      "learning_rate": 3e-05,
      "loss": 0.0038,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9410666666666667,
      "eval_loss": 0.2666877508163452,
      "eval_runtime": 3.9931,
      "eval_samples_per_second": 939.124,
      "eval_steps_per_second": 14.776,
      "step": 1998
    }
  ],
  "logging_steps": 500,
  "max_steps": 2997,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "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": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}