trainer_state.json

{
  "best_metric": 0.8426666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0169/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": 11.125750541687012,
      "learning_rate": 0.0003,
      "loss": 0.7372,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8178666666666666,
      "eval_loss": 0.5840826630592346,
      "eval_runtime": 7.1079,
      "eval_samples_per_second": 527.582,
      "eval_steps_per_second": 8.301,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0003,
      "loss": 0.3926,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.84,
      "eval_loss": 0.5498859286308289,
      "eval_runtime": 6.3567,
      "eval_samples_per_second": 589.924,
      "eval_steps_per_second": 9.281,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.14812366664409637,
      "learning_rate": 0.0003,
      "loss": 0.2815,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8376,
      "eval_loss": 0.5957608222961426,
      "eval_runtime": 6.4896,
      "eval_samples_per_second": 577.847,
      "eval_steps_per_second": 9.091,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 2.97021746635437,
      "learning_rate": 0.0003,
      "loss": 0.2308,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8312,
      "eval_loss": 0.5960660576820374,
      "eval_runtime": 6.4962,
      "eval_samples_per_second": 577.263,
      "eval_steps_per_second": 9.082,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.0408158116042614,
      "learning_rate": 0.0003,
      "loss": 0.1925,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8426666666666667,
      "eval_loss": 0.5782950520515442,
      "eval_runtime": 6.3966,
      "eval_samples_per_second": 586.245,
      "eval_steps_per_second": 9.224,
      "step": 1665
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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": 8.2370660311296e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}