trainer_state.json

{
  "best_metric": 0.9242666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0318/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": 0.10335098952054977,
      "learning_rate": 0.0001,
      "loss": 0.6344,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9162666666666667,
      "eval_loss": 0.28451189398765564,
      "eval_runtime": 5.2524,
      "eval_samples_per_second": 713.962,
      "eval_steps_per_second": 11.233,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.04589717090129852,
      "learning_rate": 0.0001,
      "loss": 0.1481,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9232,
      "eval_loss": 0.28762173652648926,
      "eval_runtime": 5.2488,
      "eval_samples_per_second": 714.452,
      "eval_steps_per_second": 11.241,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.73129802942276,
      "learning_rate": 0.0001,
      "loss": 0.0707,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9109333333333334,
      "eval_loss": 0.3449954390525818,
      "eval_runtime": 5.3689,
      "eval_samples_per_second": 698.466,
      "eval_steps_per_second": 10.989,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.008049249649047852,
      "learning_rate": 0.0001,
      "loss": 0.0508,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9157333333333333,
      "eval_loss": 0.3303375542163849,
      "eval_runtime": 5.5892,
      "eval_samples_per_second": 670.933,
      "eval_steps_per_second": 10.556,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.018345288932323456,
      "learning_rate": 0.0001,
      "loss": 0.0369,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9242666666666667,
      "eval_loss": 0.31766051054000854,
      "eval_runtime": 5.2655,
      "eval_samples_per_second": 712.178,
      "eval_steps_per_second": 11.205,
      "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
}