checkpoint-600/trainer_state.json

{
  "best_metric": 0.885723696687195,
  "best_model_checkpoint": "DocLayNet/lilt-xlm-roberta-base-finetuned-DocLayNet-base_paragraphs_ml512-v5/checkpoint-600",
  "epoch": 0.31982942430703626,
  "global_step": 600,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.05,
      "eval_accuracy": 0.6585185702735884,
      "eval_f1": 0.6585185702735884,
      "eval_loss": 0.9875321388244629,
      "eval_precision": 0.6585185702735884,
      "eval_recall": 0.6585185702735884,
      "eval_runtime": 47.6616,
      "eval_samples_per_second": 33.717,
      "eval_steps_per_second": 2.119,
      "step": 100
    },
    {
      "epoch": 0.11,
      "eval_accuracy": 0.7551279108067913,
      "eval_f1": 0.7551279108067913,
      "eval_loss": 0.7886354327201843,
      "eval_precision": 0.7551279108067913,
      "eval_recall": 0.7551279108067913,
      "eval_runtime": 48.4163,
      "eval_samples_per_second": 33.191,
      "eval_steps_per_second": 2.086,
      "step": 200
    },
    {
      "epoch": 0.16,
      "eval_accuracy": 0.8248275724395381,
      "eval_f1": 0.8248275724395382,
      "eval_loss": 0.5894176363945007,
      "eval_precision": 0.8248275724395381,
      "eval_recall": 0.8248275724395381,
      "eval_runtime": 47.5388,
      "eval_samples_per_second": 33.804,
      "eval_steps_per_second": 2.125,
      "step": 300
    },
    {
      "epoch": 0.21,
      "eval_accuracy": 0.839579985427251,
      "eval_f1": 0.8395799854272509,
      "eval_loss": 0.479428768157959,
      "eval_precision": 0.839579985427251,
      "eval_recall": 0.839579985427251,
      "eval_runtime": 45.3857,
      "eval_samples_per_second": 35.408,
      "eval_steps_per_second": 2.225,
      "step": 400
    },
    {
      "epoch": 0.27,
      "learning_rate": 1.4712153518123668e-05,
      "loss": 0.7446,
      "step": 500
    },
    {
      "epoch": 0.27,
      "eval_accuracy": 0.870342459600547,
      "eval_f1": 0.8703424596005469,
      "eval_loss": 0.39928165078163147,
      "eval_precision": 0.870342459600547,
      "eval_recall": 0.870342459600547,
      "eval_runtime": 46.3389,
      "eval_samples_per_second": 34.679,
      "eval_steps_per_second": 2.18,
      "step": 500
    },
    {
      "epoch": 0.32,
      "eval_accuracy": 0.885723696687195,
      "eval_f1": 0.885723696687195,
      "eval_loss": 0.36305829882621765,
      "eval_precision": 0.885723696687195,
      "eval_recall": 0.885723696687195,
      "eval_runtime": 46.9181,
      "eval_samples_per_second": 34.251,
      "eval_steps_per_second": 2.153,
      "step": 600
    }
  ],
  "max_steps": 1876,
  "num_train_epochs": 1,
  "total_flos": 1335226746470400.0,
  "trial_name": null,
  "trial_params": null
}