trainer_state.json

{
  "best_metric": 0.5658666666666666,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0679/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": 0.0004003003003003003,
      "loss": 3.0492,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.292,
      "eval_loss": 2.612245798110962,
      "eval_runtime": 13.415,
      "eval_samples_per_second": 279.538,
      "eval_steps_per_second": 4.398,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0003006006006006006,
      "loss": 2.3273,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.4130666666666667,
      "eval_loss": 2.146270513534546,
      "eval_runtime": 13.3176,
      "eval_samples_per_second": 281.583,
      "eval_steps_per_second": 4.43,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0002009009009009009,
      "loss": 1.8922,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.4842666666666667,
      "eval_loss": 1.8421294689178467,
      "eval_runtime": 13.7261,
      "eval_samples_per_second": 273.202,
      "eval_steps_per_second": 4.298,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 11.558836936950684,
      "learning_rate": 0.0001009009009009009,
      "loss": 1.4715,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5352,
      "eval_loss": 1.6499333381652832,
      "eval_runtime": 13.5527,
      "eval_samples_per_second": 276.698,
      "eval_steps_per_second": 4.353,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 21.809093475341797,
      "learning_rate": 9.00900900900901e-07,
      "loss": 1.0352,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.5658666666666666,
      "eval_loss": 1.5311541557312012,
      "eval_runtime": 13.5161,
      "eval_samples_per_second": 277.447,
      "eval_steps_per_second": 4.365,
      "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
}