trainer_state.json

{
  "best_metric": 0.9309333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0965/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": 3.3582611083984375,
      "learning_rate": 4.667026293130983e-05,
      "loss": 0.7383,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8754666666666666,
      "eval_loss": 0.3940037488937378,
      "eval_runtime": 8.0099,
      "eval_samples_per_second": 468.172,
      "eval_steps_per_second": 7.366,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.9518935680389404,
      "learning_rate": 3.7534027314690145e-05,
      "loss": 0.1902,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8928,
      "eval_loss": 0.352639377117157,
      "eval_runtime": 6.4952,
      "eval_samples_per_second": 577.353,
      "eval_steps_per_second": 9.084,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.06563906371593475,
      "learning_rate": 2.5039309201189614e-05,
      "loss": 0.0866,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8984,
      "eval_loss": 0.35010939836502075,
      "eval_runtime": 6.4733,
      "eval_samples_per_second": 579.306,
      "eval_steps_per_second": 9.114,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": Infinity,
      "learning_rate": 1.2568147258031899e-05,
      "loss": 0.0369,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9232,
      "eval_loss": 0.2777198851108551,
      "eval_runtime": 6.5056,
      "eval_samples_per_second": 576.428,
      "eval_steps_per_second": 9.069,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.07991433888673782,
      "learning_rate": 3.388781113503378e-06,
      "loss": 0.007,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9309333333333333,
      "eval_loss": 0.2665613293647766,
      "eval_runtime": 6.5036,
      "eval_samples_per_second": 576.603,
      "eval_steps_per_second": 9.072,
      "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
}