trainer_state.json

{
  "best_metric": 0.8912,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0021/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": 6.335436141135384e-05,
      "loss": 1.718,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7997333333333333,
      "eval_loss": 0.7342700362205505,
      "eval_runtime": 6.9497,
      "eval_samples_per_second": 539.589,
      "eval_steps_per_second": 8.49,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 4.247172832489014,
      "learning_rate": 4.587838279590199e-05,
      "loss": 0.4856,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8368,
      "eval_loss": 0.5620468854904175,
      "eval_runtime": 6.3287,
      "eval_samples_per_second": 592.538,
      "eval_steps_per_second": 9.323,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.4571021795272827,
      "learning_rate": 2.4247231695047696e-05,
      "loss": 0.2442,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8781333333333333,
      "eval_loss": 0.4168654978275299,
      "eval_runtime": 6.3169,
      "eval_samples_per_second": 593.642,
      "eval_steps_per_second": 9.34,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.1253321170806885,
      "learning_rate": 6.723272613532589e-06,
      "loss": 0.1191,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8882666666666666,
      "eval_loss": 0.3778562545776367,
      "eval_runtime": 7.1573,
      "eval_samples_per_second": 523.942,
      "eval_steps_per_second": 8.243,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.3870878219604492,
      "learning_rate": 6.230303304433081e-11,
      "loss": 0.0652,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8912,
      "eval_loss": 0.3787979781627655,
      "eval_runtime": 6.3422,
      "eval_samples_per_second": 591.281,
      "eval_steps_per_second": 9.303,
      "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
}