trainer_state.json

{
  "best_metric": 0.9048,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0594/checkpoints/checkpoint-1665",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 1665,
  "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": 0.0004525311529382417,
      "loss": 0.876,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.788,
      "eval_loss": 0.7263355255126953,
      "eval_runtime": 13.4906,
      "eval_samples_per_second": 277.972,
      "eval_steps_per_second": 4.373,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.3640872240066528,
      "learning_rate": 0.00032770273425644284,
      "loss": 0.4483,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8037333333333333,
      "eval_loss": 0.6678670644760132,
      "eval_runtime": 13.8418,
      "eval_samples_per_second": 270.919,
      "eval_steps_per_second": 4.262,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.032401490956544876,
      "learning_rate": 0.00017319451210748358,
      "loss": 0.2308,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8768,
      "eval_loss": 0.4172358810901642,
      "eval_runtime": 13.6624,
      "eval_samples_per_second": 274.476,
      "eval_steps_per_second": 4.318,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.24884605407714844,
      "learning_rate": 4.802337581094707e-05,
      "loss": 0.0791,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9018666666666667,
      "eval_loss": 0.3539218008518219,
      "eval_runtime": 13.7037,
      "eval_samples_per_second": 273.648,
      "eval_steps_per_second": 4.305,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.006551516707986593,
      "learning_rate": 4.4502166460236306e-10,
      "loss": 0.0249,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9048,
      "eval_loss": 0.3443056643009186,
      "eval_runtime": 14.0187,
      "eval_samples_per_second": 267.499,
      "eval_steps_per_second": 4.209,
      "step": 1665
    }
  ],
  "logging_steps": 500,
  "max_steps": 1665,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "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": 8.2370660311296e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}