trainer_state.json

{
  "best_metric": 0.8672,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0024/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": 0.000271518691762945,
      "loss": 2.2156,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6493333333333333,
      "eval_loss": 1.1773028373718262,
      "eval_runtime": 4.892,
      "eval_samples_per_second": 766.55,
      "eval_steps_per_second": 12.06,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.035043478012085,
      "learning_rate": 0.00019662164055386566,
      "loss": 0.8613,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7568,
      "eval_loss": 0.7839099168777466,
      "eval_runtime": 4.9093,
      "eval_samples_per_second": 763.85,
      "eval_steps_per_second": 12.018,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.6563359498977661,
      "learning_rate": 0.00010391670726449014,
      "loss": 0.4577,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8128,
      "eval_loss": 0.592509388923645,
      "eval_runtime": 4.4616,
      "eval_samples_per_second": 840.502,
      "eval_steps_per_second": 13.224,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 9.748601913452148,
      "learning_rate": 2.8814025486568238e-05,
      "loss": 0.2062,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8541333333333333,
      "eval_loss": 0.4786593019962311,
      "eval_runtime": 5.5996,
      "eval_samples_per_second": 669.695,
      "eval_steps_per_second": 10.537,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.4722158908843994,
      "learning_rate": 2.670129987614178e-10,
      "loss": 0.087,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8672,
      "eval_loss": 0.449574738740921,
      "eval_runtime": 4.4442,
      "eval_samples_per_second": 843.798,
      "eval_steps_per_second": 13.276,
      "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
}