{
  "best_metric": 0.0906025692820549,
  "best_model_checkpoint": "./vit-base-16-thesis-demo-ISIC-multi-class/checkpoint-200",
  "epoch": 4.0,
  "eval_steps": 50,
  "global_step": 204,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2,
      "learning_rate": 0.00019019607843137254,
      "loss": 0.9473,
      "step": 10
    },
    {
      "epoch": 0.39,
      "learning_rate": 0.0001803921568627451,
      "loss": 0.6725,
      "step": 20
    },
    {
      "epoch": 0.59,
      "learning_rate": 0.00017058823529411766,
      "loss": 0.6139,
      "step": 30
    },
    {
      "epoch": 0.78,
      "learning_rate": 0.00016078431372549022,
      "loss": 0.5606,
      "step": 40
    },
    {
      "epoch": 0.98,
      "learning_rate": 0.00015196078431372549,
      "loss": 0.575,
      "step": 50
    },
    {
      "epoch": 0.98,
      "eval_accuracy": 0.8490566037735849,
      "eval_f1": 0.8490566037735849,
      "eval_loss": 0.4132387042045593,
      "eval_precision": 0.8490566037735849,
      "eval_recall": 0.8490566037735849,
      "eval_runtime": 20.7397,
      "eval_samples_per_second": 7.666,
      "eval_steps_per_second": 0.964,
      "step": 50
    },
    {
      "epoch": 1.18,
      "learning_rate": 0.00014215686274509804,
      "loss": 0.5265,
      "step": 60
    },
    {
      "epoch": 1.37,
      "learning_rate": 0.0001323529411764706,
      "loss": 0.4456,
      "step": 70
    },
    {
      "epoch": 1.57,
      "learning_rate": 0.00012254901960784316,
      "loss": 0.3044,
      "step": 80
    },
    {
      "epoch": 1.76,
      "learning_rate": 0.0001127450980392157,
      "loss": 0.3829,
      "step": 90
    },
    {
      "epoch": 1.96,
      "learning_rate": 0.00010294117647058823,
      "loss": 0.2771,
      "step": 100
    },
    {
      "epoch": 1.96,
      "eval_accuracy": 0.9182389937106918,
      "eval_f1": 0.9182389937106918,
      "eval_loss": 0.23294508457183838,
      "eval_precision": 0.9182389937106918,
      "eval_recall": 0.9182389937106918,
      "eval_runtime": 18.6716,
      "eval_samples_per_second": 8.516,
      "eval_steps_per_second": 1.071,
      "step": 100
    },
    {
      "epoch": 2.16,
      "learning_rate": 9.313725490196079e-05,
      "loss": 0.2781,
      "step": 110
    },
    {
      "epoch": 2.35,
      "learning_rate": 8.333333333333334e-05,
      "loss": 0.2399,
      "step": 120
    },
    {
      "epoch": 2.55,
      "learning_rate": 7.352941176470589e-05,
      "loss": 0.1721,
      "step": 130
    },
    {
      "epoch": 2.75,
      "learning_rate": 6.372549019607843e-05,
      "loss": 0.1759,
      "step": 140
    },
    {
      "epoch": 2.94,
      "learning_rate": 5.392156862745098e-05,
      "loss": 0.1703,
      "step": 150
    },
    {
      "epoch": 2.94,
      "eval_accuracy": 0.949685534591195,
      "eval_f1": 0.949685534591195,
      "eval_loss": 0.18214598298072815,
      "eval_precision": 0.949685534591195,
      "eval_recall": 0.949685534591195,
      "eval_runtime": 19.3259,
      "eval_samples_per_second": 8.227,
      "eval_steps_per_second": 1.035,
      "step": 150
    },
    {
      "epoch": 3.14,
      "learning_rate": 4.411764705882353e-05,
      "loss": 0.0989,
      "step": 160
    },
    {
      "epoch": 3.33,
      "learning_rate": 3.431372549019608e-05,
      "loss": 0.0797,
      "step": 170
    },
    {
      "epoch": 3.53,
      "learning_rate": 2.4509803921568626e-05,
      "loss": 0.1056,
      "step": 180
    },
    {
      "epoch": 3.73,
      "learning_rate": 1.4705882352941177e-05,
      "loss": 0.0492,
      "step": 190
    },
    {
      "epoch": 3.92,
      "learning_rate": 4.901960784313726e-06,
      "loss": 0.1186,
      "step": 200
    },
    {
      "epoch": 3.92,
      "eval_accuracy": 0.9748427672955975,
      "eval_f1": 0.9748427672955975,
      "eval_loss": 0.0906025692820549,
      "eval_precision": 0.9748427672955975,
      "eval_recall": 0.9748427672955975,
      "eval_runtime": 18.0737,
      "eval_samples_per_second": 8.797,
      "eval_steps_per_second": 1.107,
      "step": 200
    },
    {
      "epoch": 4.0,
      "step": 204,
      "total_flos": 2.5014638443873075e+17,
      "train_loss": 0.33582471369528305,
      "train_runtime": 621.9278,
      "train_samples_per_second": 5.19,
      "train_steps_per_second": 0.328
    }
  ],
  "logging_steps": 10,
  "max_steps": 204,
  "num_train_epochs": 4,
  "save_steps": 50,
  "total_flos": 2.5014638443873075e+17,
  "trial_name": null,
  "trial_params": null
}