trainer_state.json

{
  "best_metric": 0.7272727272727273,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-93",
  "epoch": 9.67741935483871,
  "eval_steps": 500,
  "global_step": 150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.65,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 1.1158,
      "step": 10
    },
    {
      "epoch": 0.97,
      "eval_accuracy": 0.5045454545454545,
      "eval_loss": 0.9996662735939026,
      "eval_runtime": 192.1374,
      "eval_samples_per_second": 1.145,
      "eval_steps_per_second": 0.036,
      "step": 15
    },
    {
      "epoch": 1.29,
      "learning_rate": 4.814814814814815e-05,
      "loss": 0.9619,
      "step": 20
    },
    {
      "epoch": 1.94,
      "learning_rate": 4.4444444444444447e-05,
      "loss": 0.8261,
      "step": 30
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.5909090909090909,
      "eval_loss": 0.9179713726043701,
      "eval_runtime": 12.9002,
      "eval_samples_per_second": 17.054,
      "eval_steps_per_second": 0.543,
      "step": 31
    },
    {
      "epoch": 2.58,
      "learning_rate": 4.074074074074074e-05,
      "loss": 0.7361,
      "step": 40
    },
    {
      "epoch": 2.97,
      "eval_accuracy": 0.65,
      "eval_loss": 0.8046814203262329,
      "eval_runtime": 12.6289,
      "eval_samples_per_second": 17.42,
      "eval_steps_per_second": 0.554,
      "step": 46
    },
    {
      "epoch": 3.23,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.695,
      "step": 50
    },
    {
      "epoch": 3.87,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.6325,
      "step": 60
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6818181818181818,
      "eval_loss": 0.7319933772087097,
      "eval_runtime": 11.9267,
      "eval_samples_per_second": 18.446,
      "eval_steps_per_second": 0.587,
      "step": 62
    },
    {
      "epoch": 4.52,
      "learning_rate": 2.962962962962963e-05,
      "loss": 0.5946,
      "step": 70
    },
    {
      "epoch": 4.97,
      "eval_accuracy": 0.6772727272727272,
      "eval_loss": 0.7196129560470581,
      "eval_runtime": 12.5354,
      "eval_samples_per_second": 17.55,
      "eval_steps_per_second": 0.558,
      "step": 77
    },
    {
      "epoch": 5.16,
      "learning_rate": 2.5925925925925925e-05,
      "loss": 0.5746,
      "step": 80
    },
    {
      "epoch": 5.81,
      "learning_rate": 2.2222222222222223e-05,
      "loss": 0.5149,
      "step": 90
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.7272727272727273,
      "eval_loss": 0.6827457547187805,
      "eval_runtime": 12.8605,
      "eval_samples_per_second": 17.107,
      "eval_steps_per_second": 0.544,
      "step": 93
    },
    {
      "epoch": 6.45,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.5083,
      "step": 100
    },
    {
      "epoch": 6.97,
      "eval_accuracy": 0.6954545454545454,
      "eval_loss": 0.6906238198280334,
      "eval_runtime": 12.5065,
      "eval_samples_per_second": 17.591,
      "eval_steps_per_second": 0.56,
      "step": 108
    },
    {
      "epoch": 7.1,
      "learning_rate": 1.4814814814814815e-05,
      "loss": 0.4835,
      "step": 110
    },
    {
      "epoch": 7.74,
      "learning_rate": 1.1111111111111112e-05,
      "loss": 0.4316,
      "step": 120
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.7090909090909091,
      "eval_loss": 0.6681076288223267,
      "eval_runtime": 12.7742,
      "eval_samples_per_second": 17.222,
      "eval_steps_per_second": 0.548,
      "step": 124
    },
    {
      "epoch": 8.39,
      "learning_rate": 7.4074074074074075e-06,
      "loss": 0.4214,
      "step": 130
    },
    {
      "epoch": 8.97,
      "eval_accuracy": 0.7090909090909091,
      "eval_loss": 0.6699694395065308,
      "eval_runtime": 12.8762,
      "eval_samples_per_second": 17.086,
      "eval_steps_per_second": 0.544,
      "step": 139
    },
    {
      "epoch": 9.03,
      "learning_rate": 3.7037037037037037e-06,
      "loss": 0.4551,
      "step": 140
    },
    {
      "epoch": 9.68,
      "learning_rate": 0.0,
      "loss": 0.4096,
      "step": 150
    },
    {
      "epoch": 9.68,
      "eval_accuracy": 0.7090909090909091,
      "eval_loss": 0.6670935153961182,
      "eval_runtime": 12.1565,
      "eval_samples_per_second": 18.097,
      "eval_steps_per_second": 0.576,
      "step": 150
    },
    {
      "epoch": 9.68,
      "step": 150,
      "total_flos": 4.7612977286482944e+17,
      "train_loss": 0.6240748373667399,
      "train_runtime": 3165.909,
      "train_samples_per_second": 6.251,
      "train_steps_per_second": 0.047
    }
  ],
  "logging_steps": 10,
  "max_steps": 150,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 4.7612977286482944e+17,
  "trial_name": null,
  "trial_params": null
}