{
  "best_metric": 0.9458388375165125,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finalterm/checkpoint-213",
  "epoch": 9.68421052631579,
  "eval_steps": 500,
  "global_step": 230,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.42105263157894735,
      "grad_norm": 4.606943607330322,
      "learning_rate": 2.173913043478261e-05,
      "loss": 1.8065,
      "step": 10
    },
    {
      "epoch": 0.8421052631578947,
      "grad_norm": 4.823718547821045,
      "learning_rate": 4.347826086956522e-05,
      "loss": 1.3107,
      "step": 20
    },
    {
      "epoch": 0.968421052631579,
      "eval_accuracy": 0.8348745046235139,
      "eval_loss": 0.6132236123085022,
      "eval_runtime": 3.1042,
      "eval_samples_per_second": 243.862,
      "eval_steps_per_second": 7.731,
      "step": 23
    },
    {
      "epoch": 1.263157894736842,
      "grad_norm": 6.365540504455566,
      "learning_rate": 4.830917874396135e-05,
      "loss": 0.6282,
      "step": 30
    },
    {
      "epoch": 1.6842105263157894,
      "grad_norm": 6.270587921142578,
      "learning_rate": 4.589371980676328e-05,
      "loss": 0.4128,
      "step": 40
    },
    {
      "epoch": 1.9789473684210526,
      "eval_accuracy": 0.9233817701453104,
      "eval_loss": 0.25043442845344543,
      "eval_runtime": 3.103,
      "eval_samples_per_second": 243.96,
      "eval_steps_per_second": 7.735,
      "step": 47
    },
    {
      "epoch": 2.1052631578947367,
      "grad_norm": 5.101744651794434,
      "learning_rate": 4.347826086956522e-05,
      "loss": 0.3978,
      "step": 50
    },
    {
      "epoch": 2.526315789473684,
      "grad_norm": 7.869506359100342,
      "learning_rate": 4.106280193236715e-05,
      "loss": 0.2573,
      "step": 60
    },
    {
      "epoch": 2.9473684210526314,
      "grad_norm": 5.02071475982666,
      "learning_rate": 3.864734299516908e-05,
      "loss": 0.3188,
      "step": 70
    },
    {
      "epoch": 2.9894736842105263,
      "eval_accuracy": 0.9313077939233818,
      "eval_loss": 0.20792996883392334,
      "eval_runtime": 3.1416,
      "eval_samples_per_second": 240.957,
      "eval_steps_per_second": 7.639,
      "step": 71
    },
    {
      "epoch": 3.3684210526315788,
      "grad_norm": 5.323513031005859,
      "learning_rate": 3.6231884057971014e-05,
      "loss": 0.2418,
      "step": 80
    },
    {
      "epoch": 3.7894736842105265,
      "grad_norm": 5.30533504486084,
      "learning_rate": 3.381642512077295e-05,
      "loss": 0.2457,
      "step": 90
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9286657859973579,
      "eval_loss": 0.19689106941223145,
      "eval_runtime": 3.1441,
      "eval_samples_per_second": 240.768,
      "eval_steps_per_second": 7.633,
      "step": 95
    },
    {
      "epoch": 4.2105263157894735,
      "grad_norm": 3.670581817626953,
      "learning_rate": 3.140096618357488e-05,
      "loss": 0.2736,
      "step": 100
    },
    {
      "epoch": 4.631578947368421,
      "grad_norm": 3.689314365386963,
      "learning_rate": 2.8985507246376814e-05,
      "loss": 0.238,
      "step": 110
    },
    {
      "epoch": 4.968421052631579,
      "eval_accuracy": 0.9379128137384413,
      "eval_loss": 0.1951446682214737,
      "eval_runtime": 3.1119,
      "eval_samples_per_second": 243.263,
      "eval_steps_per_second": 7.712,
      "step": 118
    },
    {
      "epoch": 5.052631578947368,
      "grad_norm": 6.361433982849121,
      "learning_rate": 2.6570048309178748e-05,
      "loss": 0.248,
      "step": 120
    },
    {
      "epoch": 5.473684210526316,
      "grad_norm": 4.373514652252197,
      "learning_rate": 2.4154589371980676e-05,
      "loss": 0.2051,
      "step": 130
    },
    {
      "epoch": 5.894736842105263,
      "grad_norm": 4.400747776031494,
      "learning_rate": 2.173913043478261e-05,
      "loss": 0.2,
      "step": 140
    },
    {
      "epoch": 5.978947368421053,
      "eval_accuracy": 0.9418758256274768,
      "eval_loss": 0.17091834545135498,
      "eval_runtime": 3.4141,
      "eval_samples_per_second": 221.725,
      "eval_steps_per_second": 7.03,
      "step": 142
    },
    {
      "epoch": 6.315789473684211,
      "grad_norm": 4.114778518676758,
      "learning_rate": 1.932367149758454e-05,
      "loss": 0.1971,
      "step": 150
    },
    {
      "epoch": 6.7368421052631575,
      "grad_norm": 5.723143577575684,
      "learning_rate": 1.6908212560386476e-05,
      "loss": 0.2037,
      "step": 160
    },
    {
      "epoch": 6.989473684210527,
      "eval_accuracy": 0.9431968295904888,
      "eval_loss": 0.17441698908805847,
      "eval_runtime": 3.1436,
      "eval_samples_per_second": 240.806,
      "eval_steps_per_second": 7.635,
      "step": 166
    },
    {
      "epoch": 7.157894736842105,
      "grad_norm": 5.644651412963867,
      "learning_rate": 1.4492753623188407e-05,
      "loss": 0.1939,
      "step": 170
    },
    {
      "epoch": 7.578947368421053,
      "grad_norm": 5.06740665435791,
      "learning_rate": 1.2077294685990338e-05,
      "loss": 0.203,
      "step": 180
    },
    {
      "epoch": 8.0,
      "grad_norm": 3.859252452850342,
      "learning_rate": 9.66183574879227e-06,
      "loss": 0.1818,
      "step": 190
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9418758256274768,
      "eval_loss": 0.16339561343193054,
      "eval_runtime": 3.2688,
      "eval_samples_per_second": 231.582,
      "eval_steps_per_second": 7.342,
      "step": 190
    },
    {
      "epoch": 8.421052631578947,
      "grad_norm": 6.130388259887695,
      "learning_rate": 7.246376811594203e-06,
      "loss": 0.1662,
      "step": 200
    },
    {
      "epoch": 8.842105263157894,
      "grad_norm": 4.869731426239014,
      "learning_rate": 4.830917874396135e-06,
      "loss": 0.1838,
      "step": 210
    },
    {
      "epoch": 8.968421052631578,
      "eval_accuracy": 0.9458388375165125,
      "eval_loss": 0.16089674830436707,
      "eval_runtime": 3.1248,
      "eval_samples_per_second": 242.252,
      "eval_steps_per_second": 7.68,
      "step": 213
    },
    {
      "epoch": 9.263157894736842,
      "grad_norm": 4.596017837524414,
      "learning_rate": 2.4154589371980677e-06,
      "loss": 0.1765,
      "step": 220
    },
    {
      "epoch": 9.68421052631579,
      "grad_norm": 4.615110397338867,
      "learning_rate": 0.0,
      "loss": 0.1769,
      "step": 230
    },
    {
      "epoch": 9.68421052631579,
      "eval_accuracy": 0.9431968295904888,
      "eval_loss": 0.1606564074754715,
      "eval_runtime": 3.1146,
      "eval_samples_per_second": 243.05,
      "eval_steps_per_second": 7.706,
      "step": 230
    },
    {
      "epoch": 9.68421052631579,
      "step": 230,
      "total_flos": 7.291573574754632e+17,
      "train_loss": 0.36814911676489787,
      "train_runtime": 310.0803,
      "train_samples_per_second": 97.652,
      "train_steps_per_second": 0.742
    }
  ],
  "logging_steps": 10,
  "max_steps": 230,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "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": 7.291573574754632e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}