trainer_state.json

{
  "best_metric": 0.9154666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0364/checkpoints/checkpoint-2664",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 2664,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 14.511430740356445,
      "learning_rate": 6.735155628520579e-05,
      "loss": 0.8193,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8293333333333334,
      "eval_loss": 0.5565523505210876,
      "eval_runtime": 7.4167,
      "eval_samples_per_second": 505.618,
      "eval_steps_per_second": 7.955,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 43.43303298950195,
      "learning_rate": 5.9777905730703695e-05,
      "loss": 0.261,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.856,
      "eval_loss": 0.46975886821746826,
      "eval_runtime": 7.3773,
      "eval_samples_per_second": 508.317,
      "eval_steps_per_second": 7.998,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.7454957365989685,
      "learning_rate": 4.843204364097674e-05,
      "loss": 0.138,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8789333333333333,
      "eval_loss": 0.42697882652282715,
      "eval_runtime": 6.7566,
      "eval_samples_per_second": 555.014,
      "eval_steps_per_second": 8.732,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.0532972477376461,
      "learning_rate": 3.5041274668689884e-05,
      "loss": 0.0612,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8861333333333333,
      "eval_loss": 0.4340841472148895,
      "eval_runtime": 7.3057,
      "eval_samples_per_second": 513.3,
      "eval_steps_per_second": 8.076,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.005049544852226973,
      "learning_rate": 2.16442220022508e-05,
      "loss": 0.0223,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9050666666666667,
      "eval_loss": 0.37747251987457275,
      "eval_runtime": 7.1879,
      "eval_samples_per_second": 521.711,
      "eval_steps_per_second": 8.208,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.18730761110782623,
      "learning_rate": 1.0280465465539994e-05,
      "loss": 0.0053,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9141333333333334,
      "eval_loss": 0.36545154452323914,
      "eval_runtime": 6.6601,
      "eval_samples_per_second": 563.056,
      "eval_steps_per_second": 8.859,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.0019710990600287914,
      "learning_rate": 2.6800339785621635e-06,
      "loss": 0.0011,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9141333333333334,
      "eval_loss": 0.34494534134864807,
      "eval_runtime": 7.3202,
      "eval_samples_per_second": 512.28,
      "eval_steps_per_second": 8.06,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.00899010244756937,
      "learning_rate": 2.4337126681706066e-11,
      "loss": 0.0004,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9154666666666667,
      "eval_loss": 0.34924858808517456,
      "eval_runtime": 7.4144,
      "eval_samples_per_second": 505.772,
      "eval_steps_per_second": 7.957,
      "step": 2664
    }
  ],
  "logging_steps": 500,
  "max_steps": 2664,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "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": 1.317930564980736e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}