trainer_state.json

{
  "best_metric": 0.87,
  "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-eurosat/checkpoint-105",
  "epoch": 2.978723404255319,
  "global_step": 105,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.28,
      "learning_rate": 4.545454545454546e-05,
      "loss": 4.5776,
      "step": 10
    },
    {
      "epoch": 0.57,
      "learning_rate": 4.5212765957446815e-05,
      "loss": 4.0952,
      "step": 20
    },
    {
      "epoch": 0.85,
      "learning_rate": 3.9893617021276594e-05,
      "loss": 3.5415,
      "step": 30
    },
    {
      "epoch": 0.99,
      "eval_accuracy": 0.842,
      "eval_loss": 3.149888753890991,
      "eval_runtime": 7.373,
      "eval_samples_per_second": 67.815,
      "eval_steps_per_second": 2.17,
      "step": 35
    },
    {
      "epoch": 1.13,
      "learning_rate": 3.4574468085106386e-05,
      "loss": 3.1728,
      "step": 40
    },
    {
      "epoch": 1.42,
      "learning_rate": 2.925531914893617e-05,
      "loss": 2.8857,
      "step": 50
    },
    {
      "epoch": 1.7,
      "learning_rate": 2.393617021276596e-05,
      "loss": 2.6506,
      "step": 60
    },
    {
      "epoch": 1.99,
      "learning_rate": 1.8617021276595745e-05,
      "loss": 2.4952,
      "step": 70
    },
    {
      "epoch": 1.99,
      "eval_accuracy": 0.846,
      "eval_loss": 2.4057259559631348,
      "eval_runtime": 7.8474,
      "eval_samples_per_second": 63.715,
      "eval_steps_per_second": 2.039,
      "step": 70
    },
    {
      "epoch": 2.27,
      "learning_rate": 1.3297872340425532e-05,
      "loss": 2.37,
      "step": 80
    },
    {
      "epoch": 2.55,
      "learning_rate": 7.97872340425532e-06,
      "loss": 2.2899,
      "step": 90
    },
    {
      "epoch": 2.84,
      "learning_rate": 2.6595744680851065e-06,
      "loss": 2.2145,
      "step": 100
    },
    {
      "epoch": 2.98,
      "eval_accuracy": 0.87,
      "eval_loss": 2.20873761177063,
      "eval_runtime": 7.3548,
      "eval_samples_per_second": 67.983,
      "eval_steps_per_second": 2.175,
      "step": 105
    },
    {
      "epoch": 2.98,
      "step": 105,
      "total_flos": 1.0405550045270016e+18,
      "train_loss": 2.9902408599853514,
      "train_runtime": 619.8851,
      "train_samples_per_second": 21.778,
      "train_steps_per_second": 0.169
    }
  ],
  "max_steps": 105,
  "num_train_epochs": 3,
  "total_flos": 1.0405550045270016e+18,
  "trial_name": null,
  "trial_params": null
}