trainer_state.json

{
  "best_metric": 0.8141333333333334,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0523/checkpoints/checkpoint-1998",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 1998,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 2.342272996902466,
      "learning_rate": 0.0005,
      "loss": 0.8065,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8050666666666667,
      "eval_loss": 0.6681233644485474,
      "eval_runtime": 11.9145,
      "eval_samples_per_second": 314.742,
      "eval_steps_per_second": 4.952,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.170287609100342,
      "learning_rate": 0.0005,
      "loss": 0.4701,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.804,
      "eval_loss": 0.6621232032775879,
      "eval_runtime": 12.531,
      "eval_samples_per_second": 299.257,
      "eval_steps_per_second": 4.708,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.11773886531591415,
      "learning_rate": 0.0005,
      "loss": 0.361,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8114666666666667,
      "eval_loss": 0.6438528895378113,
      "eval_runtime": 12.4548,
      "eval_samples_per_second": 301.089,
      "eval_steps_per_second": 4.737,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.14866693317890167,
      "learning_rate": 0.0005,
      "loss": 0.2886,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8064,
      "eval_loss": 0.7290054559707642,
      "eval_runtime": 12.4217,
      "eval_samples_per_second": 301.892,
      "eval_steps_per_second": 4.75,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.366384744644165,
      "learning_rate": 0.0005,
      "loss": 0.2556,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7888,
      "eval_loss": 0.8275426030158997,
      "eval_runtime": 12.0973,
      "eval_samples_per_second": 309.986,
      "eval_steps_per_second": 4.877,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.04820892587304115,
      "learning_rate": 0.0005,
      "loss": 0.2244,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8141333333333334,
      "eval_loss": 0.7116718888282776,
      "eval_runtime": 13.0803,
      "eval_samples_per_second": 286.692,
      "eval_steps_per_second": 4.511,
      "step": 1998
    }
  ],
  "logging_steps": 500,
  "max_steps": 1998,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "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": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}