{
  "best_metric": 0.8772656654583117,
  "best_model_checkpoint": "swin-base-patch4-window7-224-in22k-cons_Classification_base_V10/checkpoint-105",
  "epoch": 6.885245901639344,
  "eval_steps": 500,
  "global_step": 105,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.6557377049180327,
      "grad_norm": 4.642137050628662,
      "learning_rate": 4.545454545454546e-05,
      "loss": 0.7975,
      "step": 10
    },
    {
      "epoch": 0.9836065573770492,
      "step": 15,
      "train_accuracy": 0.8178880703114902,
      "train_auc_class_0": 0.8980438574304173,
      "train_auc_class_1": 0.9139826205363317,
      "train_auc_class_2": 0.8919882412630196,
      "train_auc_overall": 0.9013382397432562,
      "train_loss": 0.46714112162590027,
      "train_runtime": 689.8789,
      "train_samples_per_second": 11.215,
      "train_steps_per_second": 0.088
    },
    {
      "epoch": 0.9836065573770492,
      "eval_accuracy": 0.8524080787156914,
      "eval_auc_class_0": 0.9181721665274296,
      "eval_auc_class_1": 0.9324510717614166,
      "eval_auc_class_2": 0.9299151491872829,
      "eval_auc_overall": 0.9268461291587097,
      "eval_loss": 0.4173153042793274,
      "eval_runtime": 342.4588,
      "eval_samples_per_second": 5.639,
      "eval_steps_per_second": 0.047,
      "step": 15
    },
    {
      "epoch": 1.3114754098360657,
      "grad_norm": 2.1029186248779297,
      "learning_rate": 4.5212765957446815e-05,
      "loss": 0.5023,
      "step": 20
    },
    {
      "epoch": 1.9672131147540983,
      "grad_norm": 1.8800333738327026,
      "learning_rate": 3.9893617021276594e-05,
      "loss": 0.4094,
      "step": 30
    },
    {
      "epoch": 1.9672131147540983,
      "step": 30,
      "train_accuracy": 0.8503295851105079,
      "train_auc_class_0": 0.9326458902508805,
      "train_auc_class_1": 0.9445850486238231,
      "train_auc_class_2": 0.9445771168575358,
      "train_auc_overall": 0.9406026852440799,
      "train_loss": 0.3614955544471741,
      "train_runtime": 693.803,
      "train_samples_per_second": 11.152,
      "train_steps_per_second": 0.088
    },
    {
      "epoch": 1.9672131147540983,
      "eval_accuracy": 0.849818746763335,
      "eval_auc_class_0": 0.9336946035724231,
      "eval_auc_class_1": 0.9488809233636819,
      "eval_auc_class_2": 0.9534673603715279,
      "eval_auc_overall": 0.9453476291025443,
      "eval_loss": 0.3673703968524933,
      "eval_runtime": 266.4299,
      "eval_samples_per_second": 7.248,
      "eval_steps_per_second": 0.06,
      "step": 30
    },
    {
      "epoch": 2.6229508196721314,
      "grad_norm": 2.8551852703094482,
      "learning_rate": 3.4574468085106386e-05,
      "loss": 0.3672,
      "step": 40
    },
    {
      "epoch": 2.9508196721311473,
      "step": 45,
      "train_accuracy": 0.864417732971436,
      "train_auc_class_0": 0.9455359129962017,
      "train_auc_class_1": 0.9545585538591823,
      "train_auc_class_2": 0.9593322426521459,
      "train_auc_overall": 0.9531422365025098,
      "train_loss": 0.32408276200294495,
      "train_runtime": 685.3567,
      "train_samples_per_second": 11.289,
      "train_steps_per_second": 0.089
    },
    {
      "epoch": 2.9508196721311473,
      "eval_accuracy": 0.8726048679440704,
      "eval_auc_class_0": 0.9429575923936826,
      "eval_auc_class_1": 0.9536497239945516,
      "eval_auc_class_2": 0.9603724007891477,
      "eval_auc_overall": 0.9523265723924607,
      "eval_loss": 0.3238150477409363,
      "eval_runtime": 204.7854,
      "eval_samples_per_second": 9.429,
      "eval_steps_per_second": 0.078,
      "step": 45
    },
    {
      "epoch": 3.278688524590164,
      "grad_norm": 2.7802083492279053,
      "learning_rate": 2.925531914893617e-05,
      "loss": 0.3328,
      "step": 50
    },
    {
      "epoch": 3.9344262295081966,
      "grad_norm": 2.6021904945373535,
      "learning_rate": 2.393617021276596e-05,
      "loss": 0.3237,
      "step": 60
    },
    {
      "epoch": 4.0,
      "step": 61,
      "train_accuracy": 0.8729481711257593,
      "train_auc_class_0": 0.9494105682362736,
      "train_auc_class_1": 0.960331196185584,
      "train_auc_class_2": 0.9563328693868581,
      "train_auc_overall": 0.955358211269572,
      "train_loss": 0.31062838435173035,
      "train_runtime": 681.8052,
      "train_samples_per_second": 11.348,
      "train_steps_per_second": 0.089
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8720870015535992,
      "eval_auc_class_0": 0.9470949198392808,
      "eval_auc_class_1": 0.9577675819055128,
      "eval_auc_class_2": 0.961633814620179,
      "eval_auc_overall": 0.9554987721216577,
      "eval_loss": 0.32258161902427673,
      "eval_runtime": 204.0189,
      "eval_samples_per_second": 9.465,
      "eval_steps_per_second": 0.078,
      "step": 61
    },
    {
      "epoch": 4.590163934426229,
      "grad_norm": 2.246328592300415,
      "learning_rate": 1.8617021276595745e-05,
      "loss": 0.3257,
      "step": 70
    },
    {
      "epoch": 4.983606557377049,
      "step": 76,
      "train_accuracy": 0.879798371461807,
      "train_auc_class_0": 0.9544922319365635,
      "train_auc_class_1": 0.9627755801666535,
      "train_auc_class_2": 0.9628861811778814,
      "train_auc_overall": 0.9600513310936994,
      "train_loss": 0.29983675479888916,
      "train_runtime": 688.2036,
      "train_samples_per_second": 11.242,
      "train_steps_per_second": 0.089
    },
    {
      "epoch": 4.983606557377049,
      "eval_accuracy": 0.8741584671154842,
      "eval_auc_class_0": 0.9478719119226638,
      "eval_auc_class_1": 0.9577360384256937,
      "eval_auc_class_2": 0.9608001466557257,
      "eval_auc_overall": 0.9554693656680278,
      "eval_loss": 0.32330793142318726,
      "eval_runtime": 205.4973,
      "eval_samples_per_second": 9.397,
      "eval_steps_per_second": 0.078,
      "step": 76
    },
    {
      "epoch": 5.245901639344262,
      "grad_norm": 1.7804102897644043,
      "learning_rate": 1.3297872340425532e-05,
      "loss": 0.2972,
      "step": 80
    },
    {
      "epoch": 5.901639344262295,
      "grad_norm": 1.6500009298324585,
      "learning_rate": 7.97872340425532e-06,
      "loss": 0.2923,
      "step": 90
    },
    {
      "epoch": 5.967213114754099,
      "step": 91,
      "train_accuracy": 0.8857438283572444,
      "train_auc_class_0": 0.9581288331197666,
      "train_auc_class_1": 0.966850418082771,
      "train_auc_class_2": 0.9694481750082071,
      "train_auc_overall": 0.9648091420702481,
      "train_loss": 0.28071513772010803,
      "train_runtime": 686.7084,
      "train_samples_per_second": 11.267,
      "train_steps_per_second": 0.089
    },
    {
      "epoch": 5.967213114754099,
      "eval_accuracy": 0.8736406007250129,
      "eval_auc_class_0": 0.9477737001233243,
      "eval_auc_class_1": 0.9590063803856907,
      "eval_auc_class_2": 0.9627250030553275,
      "eval_auc_overall": 0.9565016945214474,
      "eval_loss": 0.3128957450389862,
      "eval_runtime": 206.0937,
      "eval_samples_per_second": 9.37,
      "eval_steps_per_second": 0.078,
      "step": 91
    },
    {
      "epoch": 6.557377049180328,
      "grad_norm": 2.4247124195098877,
      "learning_rate": 2.6595744680851065e-06,
      "loss": 0.2794,
      "step": 100
    },
    {
      "epoch": 6.885245901639344,
      "step": 105,
      "train_accuracy": 0.8973762440222308,
      "train_auc_class_0": 0.9638374809913217,
      "train_auc_class_1": 0.9706794670135619,
      "train_auc_class_2": 0.9722462334871682,
      "train_auc_overall": 0.9689210604973506,
      "train_loss": 0.26410263776779175,
      "train_runtime": 684.8081,
      "train_samples_per_second": 11.298,
      "train_steps_per_second": 0.089
    },
    {
      "epoch": 6.885245901639344,
      "eval_accuracy": 0.8772656654583117,
      "eval_auc_class_0": 0.9495477284481044,
      "eval_auc_class_1": 0.9596716610509716,
      "eval_auc_class_2": 0.9626115194580721,
      "eval_auc_overall": 0.9572769696523826,
      "eval_loss": 0.30786964297294617,
      "eval_runtime": 205.1702,
      "eval_samples_per_second": 9.412,
      "eval_steps_per_second": 0.078,
      "step": 105
    },
    {
      "epoch": 6.885245901639344,
      "step": 105,
      "total_flos": 4.1785312376666235e+18,
      "train_loss": 0.38806929134187246,
      "train_runtime": 12116.6555,
      "train_samples_per_second": 4.47,
      "train_steps_per_second": 0.009
    }
  ],
  "logging_steps": 10,
  "max_steps": 105,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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": 4.1785312376666235e+18,
  "train_batch_size": 128,
  "trial_name": null,
  "trial_params": null
}