trainer_state.json

{
  "best_metric": 0.8115942028985508,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-26",
  "epoch": 4.615384615384615,
  "eval_steps": 500,
  "global_step": 30,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9230769230769231,
      "eval_accuracy": 0.5845410628019324,
      "eval_loss": 1.2017735242843628,
      "eval_runtime": 2.4103,
      "eval_samples_per_second": 85.883,
      "eval_steps_per_second": 1.66,
      "step": 6
    },
    {
      "epoch": 1.5384615384615383,
      "grad_norm": 4.066431999206543,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 1.4527,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7198067632850241,
      "eval_loss": 0.8810131549835205,
      "eval_runtime": 2.4034,
      "eval_samples_per_second": 86.127,
      "eval_steps_per_second": 1.664,
      "step": 13
    },
    {
      "epoch": 2.9230769230769234,
      "eval_accuracy": 0.7729468599033816,
      "eval_loss": 0.7107303738594055,
      "eval_runtime": 2.4051,
      "eval_samples_per_second": 86.068,
      "eval_steps_per_second": 1.663,
      "step": 19
    },
    {
      "epoch": 3.076923076923077,
      "grad_norm": 8.575347900390625,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.8818,
      "step": 20
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8115942028985508,
      "eval_loss": 0.6306688785552979,
      "eval_runtime": 2.4104,
      "eval_samples_per_second": 85.876,
      "eval_steps_per_second": 1.659,
      "step": 26
    },
    {
      "epoch": 4.615384615384615,
      "grad_norm": 5.585014820098877,
      "learning_rate": 0.0,
      "loss": 0.6355,
      "step": 30
    },
    {
      "epoch": 4.615384615384615,
      "eval_accuracy": 0.8115942028985508,
      "eval_loss": 0.6162501573562622,
      "eval_runtime": 2.4033,
      "eval_samples_per_second": 86.132,
      "eval_steps_per_second": 1.664,
      "step": 30
    },
    {
      "epoch": 4.615384615384615,
      "step": 30,
      "total_flos": 1.895285357478052e+17,
      "train_loss": 0.9899822235107422,
      "train_runtime": 141.3764,
      "train_samples_per_second": 58.355,
      "train_steps_per_second": 0.212
    }
  ],
  "logging_steps": 10,
  "max_steps": 30,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "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": 1.895285357478052e+17,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}