trainer_state.json

{
  "best_metric": 0.9328,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0398/checkpoints/checkpoint-1998",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 1998,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": NaN,
      "learning_rate": 0.0002800215775878589,
      "loss": 0.6108,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8746666666666667,
      "eval_loss": 0.43888068199157715,
      "eval_runtime": 10.4622,
      "eval_samples_per_second": 358.433,
      "eval_steps_per_second": 5.639,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.31115037202835083,
      "learning_rate": 0.00022520416388814083,
      "loss": 0.2358,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8861333333333333,
      "eval_loss": 0.3826541602611542,
      "eval_runtime": 10.1939,
      "eval_samples_per_second": 367.868,
      "eval_steps_per_second": 5.788,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.04876556620001793,
      "learning_rate": 0.00015023585520713766,
      "loss": 0.1107,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9032,
      "eval_loss": 0.3508301079273224,
      "eval_runtime": 10.1031,
      "eval_samples_per_second": 371.172,
      "eval_steps_per_second": 5.84,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 13.047126770019531,
      "learning_rate": 7.520434931385125e-05,
      "loss": 0.0368,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9218666666666666,
      "eval_loss": 0.2881874442100525,
      "eval_runtime": 10.1027,
      "eval_samples_per_second": 371.188,
      "eval_steps_per_second": 5.84,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.01286338921636343,
      "learning_rate": 2.0214277619278762e-05,
      "loss": 0.0055,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9325333333333333,
      "eval_loss": 0.2590772807598114,
      "eval_runtime": 10.2194,
      "eval_samples_per_second": 366.949,
      "eval_steps_per_second": 5.773,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.03579661622643471,
      "learning_rate": 1.854257103861556e-10,
      "loss": 0.0016,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9328,
      "eval_loss": 0.25776585936546326,
      "eval_runtime": 11.0893,
      "eval_samples_per_second": 338.165,
      "eval_steps_per_second": 5.32,
      "step": 1998
    }
  ],
  "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": true
      },
      "attributes": {}
    }
  },
  "total_flos": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}