outputs/claim1_real_scope.json

{
  "model": "distilgpt2 (82M)",
  "dataset": "stanfordnlp/SHP",
  "clients": {
    "askacademia_train": 90,
    "askanthropology_train": 90,
    "askbaking_train": 90,
    "askcarguys_train": 90,
    "askculinary_train": 90
  },
  "algorithm": "FedDPO with client sampling S=3 and R=10",
  "rows": [
    {
      "E": 1,
      "S": 3,
      "R": 10,
      "lr": 2e-05,
      "final_dpo_loss": 0.6825742363929749,
      "accuracy": 0.85,
      "pooled_gradient_norm_sq": 398.7536467349855,
      "pooled_dpo_loss": 0.6842682361602783
    },
    {
      "E": 3,
      "S": 3,
      "R": 10,
      "lr": 2e-05,
      "final_dpo_loss": 0.6644757986068726,
      "accuracy": 0.8833333333333333,
      "pooled_gradient_norm_sq": 378.990719299647,
      "pooled_dpo_loss": 0.6654871702194214
    },
    {
      "E": 6,
      "S": 3,
      "R": 10,
      "lr": 2e-05,
      "final_dpo_loss": 0.644070013364156,
      "accuracy": 0.8833333333333333,
      "pooled_gradient_norm_sq": 360.48636834614445,
      "pooled_dpo_loss": 0.6463824510574341
    }
  ],
  "elapsed_seconds": 334.6050627231598
}