trainer_state.json

{
  "best_metric": 0.8842666666666666,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0914/checkpoints/checkpoint-999",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 999,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 24.413434982299805,
      "learning_rate": 0.0005,
      "loss": 1.2045,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8466666666666667,
      "eval_loss": 0.5039359927177429,
      "eval_runtime": 7.6955,
      "eval_samples_per_second": 487.299,
      "eval_steps_per_second": 7.667,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 35.705875396728516,
      "learning_rate": 0.0005,
      "loss": 0.3843,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8765333333333334,
      "eval_loss": 0.4344246983528137,
      "eval_runtime": 10.0612,
      "eval_samples_per_second": 372.72,
      "eval_steps_per_second": 5.864,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 43.31767272949219,
      "learning_rate": 0.0005,
      "loss": 0.2241,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8842666666666666,
      "eval_loss": 0.4036177098751068,
      "eval_runtime": 7.67,
      "eval_samples_per_second": 488.917,
      "eval_steps_per_second": 7.692,
      "step": 999
    }
  ],
  "logging_steps": 500,
  "max_steps": 999,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": 2.4529287718656e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}