calibration.json

{
  "calibration_steps": 200,
  "loss_magnitudes": {
    "ce_mean": 2.762153390645981,
    "scaled_mse_x_lambda_mean": 5.038972596048552,
    "mmd_sq_raw_mean": 0.1882896515727043,
    "phi_var_pre_normalize": 2.903710205032439e-05,
    "phi_var_post_normalize": 0.9999946683645249,
    "dominant_term": 7.801125986694533
  },
  "suggested_lambda_mmd_sweep": [
    0.0,
    0.4,
    4.1,
    41.4
  ],
  "rationale": "MMD\u00b2 mean \u2248 0.18829, dominant (CE+\u03bb\u00b7MSE) \u2248 7.801. \u03bb_mmd values chosen so \u03bb\u00b7MMD reaches ['0.1%', '1.0%', '10.0%', '100.0%'] of dominant."
}