trainer_state.json

{
  "best_metric": 0.9232,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0389/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": 7.210810810810811e-05,
      "loss": 0.9096,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8432,
      "eval_loss": 0.49678534269332886,
      "eval_runtime": 7.0878,
      "eval_samples_per_second": 529.081,
      "eval_steps_per_second": 8.324,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.5848709344863892,
      "learning_rate": 5.4108108108108116e-05,
      "loss": 0.2703,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8773333333333333,
      "eval_loss": 0.4093059301376343,
      "eval_runtime": 7.0416,
      "eval_samples_per_second": 532.547,
      "eval_steps_per_second": 8.379,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 21.537391662597656,
      "learning_rate": 3.6108108108108105e-05,
      "loss": 0.1104,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8845333333333333,
      "eval_loss": 0.38792866468429565,
      "eval_runtime": 7.7518,
      "eval_samples_per_second": 483.761,
      "eval_steps_per_second": 7.611,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.0005038614035584033,
      "learning_rate": 1.8108108108108108e-05,
      "loss": 0.0421,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9101333333333333,
      "eval_loss": 0.32855650782585144,
      "eval_runtime": 7.3271,
      "eval_samples_per_second": 511.801,
      "eval_steps_per_second": 8.052,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.009185957722365856,
      "learning_rate": 1.0810810810810811e-07,
      "loss": 0.009,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9232,
      "eval_loss": 0.29896771907806396,
      "eval_runtime": 7.3189,
      "eval_samples_per_second": 512.371,
      "eval_steps_per_second": 8.061,
      "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
}