trainer_state.json

{
  "best_metric": 0.8925333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0561/checkpoints/checkpoint-2997",
  "epoch": 9.0,
  "eval_steps": 500,
  "global_step": 2997,
  "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": 6.224557891224557e-05,
      "loss": 1.6584,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8069333333333333,
      "eval_loss": 0.7102803587913513,
      "eval_runtime": 7.0041,
      "eval_samples_per_second": 535.399,
      "eval_steps_per_second": 8.424,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 5.449115782449115e-05,
      "loss": 0.4737,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8464,
      "eval_loss": 0.5213052034378052,
      "eval_runtime": 5.7433,
      "eval_samples_per_second": 652.929,
      "eval_steps_per_second": 10.273,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 15.700541496276855,
      "learning_rate": 4.671338004671337e-05,
      "loss": 0.2378,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8552,
      "eval_loss": 0.4766324758529663,
      "eval_runtime": 5.8525,
      "eval_samples_per_second": 640.748,
      "eval_steps_per_second": 10.081,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.10377110540866852,
      "learning_rate": 3.89356022689356e-05,
      "loss": 0.1209,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8722666666666666,
      "eval_loss": 0.4287908673286438,
      "eval_runtime": 5.7168,
      "eval_samples_per_second": 655.96,
      "eval_steps_per_second": 10.32,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.1364617943763733,
      "learning_rate": 3.115782449115782e-05,
      "loss": 0.0548,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8818666666666667,
      "eval_loss": 0.43714746832847595,
      "eval_runtime": 7.2643,
      "eval_samples_per_second": 516.225,
      "eval_steps_per_second": 8.122,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.2943328619003296,
      "learning_rate": 2.3380046713380048e-05,
      "loss": 0.0232,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8848,
      "eval_loss": 0.4423528015613556,
      "eval_runtime": 5.8465,
      "eval_samples_per_second": 641.406,
      "eval_steps_per_second": 10.091,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.049546774476766586,
      "learning_rate": 1.5602268935602267e-05,
      "loss": 0.0075,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8874666666666666,
      "eval_loss": 0.4610310196876526,
      "eval_runtime": 5.7016,
      "eval_samples_per_second": 657.709,
      "eval_steps_per_second": 10.348,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.032921869307756424,
      "learning_rate": 7.824491157824491e-06,
      "loss": 0.0037,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8912,
      "eval_loss": 0.43598607182502747,
      "eval_runtime": 7.2724,
      "eval_samples_per_second": 515.646,
      "eval_steps_per_second": 8.113,
      "step": 2664
    },
    {
      "epoch": 9.0,
      "grad_norm": 0.02152385748922825,
      "learning_rate": 4.6713380046713376e-08,
      "loss": 0.0025,
      "step": 2997
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.8925333333333333,
      "eval_loss": 0.4387677311897278,
      "eval_runtime": 5.7653,
      "eval_samples_per_second": 650.444,
      "eval_steps_per_second": 10.234,
      "step": 2997
    }
  ],
  "logging_steps": 500,
  "max_steps": 2997,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "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": 1.482671885603328e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}