trainer_state.json

{
  "best_metric": 0.9205333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0445/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": 3.629849672317505,
      "learning_rate": 0.00046650635094610973,
      "loss": 0.7725,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8354666666666667,
      "eval_loss": 0.570664644241333,
      "eval_runtime": 6.7552,
      "eval_samples_per_second": 555.129,
      "eval_steps_per_second": 8.734,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 2.721200466156006,
      "learning_rate": 0.000375,
      "loss": 0.3911,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8533333333333334,
      "eval_loss": 0.5039182305335999,
      "eval_runtime": 6.2278,
      "eval_samples_per_second": 602.143,
      "eval_steps_per_second": 9.474,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.12170275300741196,
      "learning_rate": 0.00025,
      "loss": 0.1925,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8626666666666667,
      "eval_loss": 0.4750562906265259,
      "eval_runtime": 6.1983,
      "eval_samples_per_second": 605.005,
      "eval_steps_per_second": 9.519,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.006655526347458363,
      "learning_rate": 0.00012500000000000006,
      "loss": 0.0719,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8989333333333334,
      "eval_loss": 0.37017011642456055,
      "eval_runtime": 6.1097,
      "eval_samples_per_second": 613.779,
      "eval_steps_per_second": 9.657,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.1870245337486267,
      "learning_rate": 3.3493649053890325e-05,
      "loss": 0.0111,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9205333333333333,
      "eval_loss": 0.3156822621822357,
      "eval_runtime": 5.7601,
      "eval_samples_per_second": 651.033,
      "eval_steps_per_second": 10.243,
      "step": 1665
    }
  ],
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 8.2370660311296e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}