{
  "best_metric": 0.992,
  "best_model_checkpoint": "2025-01-21-15-57-43-swin-base-patch4-window7-224/checkpoint-102",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 170,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "train_accuracy": 0.7185185185185186
    },
    {
      "epoch": 1.0,
      "grad_norm": 23.64792823791504,
      "learning_rate": 0.0002,
      "loss": 0.732,
      "step": 34
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.864857142857143,
      "eval_error_rate": 0.135142857142857,
      "eval_f1": 0.8590001766472355,
      "eval_loss": 0.3980206549167633,
      "eval_precision": 0.9164785420340976,
      "eval_recall": 0.8740740740740741,
      "eval_runtime": 3.5078,
      "eval_samples_per_second": 38.486,
      "eval_steps_per_second": 1.425,
      "eval_top1_accuracy": 0.8740740740740741,
      "step": 34
    },
    {
      "epoch": 2.0,
      "train_accuracy": 0.9185185185185185
    },
    {
      "epoch": 2.0,
      "grad_norm": 8.839152336120605,
      "learning_rate": 0.00017777777777777779,
      "loss": 0.2462,
      "step": 68
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9499066705963257,
      "eval_error_rate": 0.05009332940367428,
      "eval_f1": 0.948411944708241,
      "eval_loss": 0.10511945188045502,
      "eval_precision": 0.9538222952016054,
      "eval_recall": 0.9481481481481482,
      "eval_runtime": 3.5401,
      "eval_samples_per_second": 38.135,
      "eval_steps_per_second": 1.412,
      "eval_top1_accuracy": 0.9481481481481482,
      "step": 68
    },
    {
      "epoch": 3.0,
      "train_accuracy": 0.9349794238683128
    },
    {
      "epoch": 3.0,
      "grad_norm": 8.658217430114746,
      "learning_rate": 0.00015555555555555556,
      "loss": 0.1991,
      "step": 102
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.992,
      "eval_error_rate": 0.008000000000000007,
      "eval_f1": 0.9925797814417668,
      "eval_loss": 0.03836945444345474,
      "eval_precision": 0.9928395061728394,
      "eval_recall": 0.9925925925925926,
      "eval_runtime": 3.3904,
      "eval_samples_per_second": 39.819,
      "eval_steps_per_second": 1.475,
      "eval_top1_accuracy": 0.9925925925925926,
      "step": 102
    },
    {
      "epoch": 4.0,
      "train_accuracy": 0.9530864197530864
    },
    {
      "epoch": 4.0,
      "grad_norm": 7.14619779586792,
      "learning_rate": 0.00013333333333333334,
      "loss": 0.1559,
      "step": 136
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9777188328912467,
      "eval_error_rate": 0.022281167108753275,
      "eval_f1": 0.9780454350411318,
      "eval_loss": 0.08900710195302963,
      "eval_precision": 0.98015873015873,
      "eval_recall": 0.9777777777777777,
      "eval_runtime": 3.432,
      "eval_samples_per_second": 39.335,
      "eval_steps_per_second": 1.457,
      "eval_top1_accuracy": 0.9777777777777777,
      "step": 136
    },
    {
      "epoch": 5.0,
      "train_accuracy": 0.9703703703703703
    },
    {
      "epoch": 5.0,
      "grad_norm": 5.705554008483887,
      "learning_rate": 0.00011111111111111112,
      "loss": 0.1024,
      "step": 170
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9846153846153847,
      "eval_error_rate": 0.01538461538461533,
      "eval_f1": 0.9851737891737893,
      "eval_loss": 0.10920833796262741,
      "eval_precision": 0.9862825788751715,
      "eval_recall": 0.9851851851851852,
      "eval_runtime": 3.7553,
      "eval_samples_per_second": 35.949,
      "eval_steps_per_second": 1.331,
      "eval_top1_accuracy": 0.9851851851851852,
      "step": 170
    },
    {
      "epoch": 5.0,
      "step": 170,
      "total_flos": 4.230809974960128e+17,
      "train_loss": 0.2870972801657284,
      "train_runtime": 294.683,
      "train_samples_per_second": 36.65,
      "train_steps_per_second": 1.154
    }
  ],
  "logging_steps": 1,
  "max_steps": 340,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 2,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 2
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 4.230809974960128e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}