trainer_state.json

{
  "best_metric": 0.9408,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0993/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": 0.2711115777492523,
      "learning_rate": 8.657457896300791e-05,
      "loss": 0.6015,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9232,
      "eval_loss": 0.2666912078857422,
      "eval_runtime": 10.4825,
      "eval_samples_per_second": 357.739,
      "eval_steps_per_second": 5.628,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.07939667999744415,
      "learning_rate": 7.681980515339464e-05,
      "loss": 0.1281,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9229333333333334,
      "eval_loss": 0.2718825936317444,
      "eval_runtime": 10.4969,
      "eval_samples_per_second": 357.247,
      "eval_steps_per_second": 5.621,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 3.630286693572998,
      "learning_rate": 6.222075445642905e-05,
      "loss": 0.0603,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9296,
      "eval_loss": 0.25297024846076965,
      "eval_runtime": 10.968,
      "eval_samples_per_second": 341.904,
      "eval_steps_per_second": 5.379,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.06611404567956924,
      "learning_rate": 4.5e-05,
      "loss": 0.0231,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9365333333333333,
      "eval_loss": 0.26080912351608276,
      "eval_runtime": 12.5057,
      "eval_samples_per_second": 299.863,
      "eval_steps_per_second": 4.718,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.03428400680422783,
      "learning_rate": 2.7779245543570963e-05,
      "loss": 0.0074,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9376,
      "eval_loss": 0.26982417702674866,
      "eval_runtime": 10.4134,
      "eval_samples_per_second": 360.112,
      "eval_steps_per_second": 5.666,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.03740404173731804,
      "learning_rate": 1.3180194846605365e-05,
      "loss": 0.0025,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9408,
      "eval_loss": 0.2594437897205353,
      "eval_runtime": 10.3339,
      "eval_samples_per_second": 362.883,
      "eval_steps_per_second": 5.709,
      "step": 1998
    }
  ],
  "logging_steps": 500,
  "max_steps": 2664,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "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": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}