{ "math_checks": { "identity_max_error": 0.0, "remainder_loglog_slope": 2.002695747665, "remainder_quadratic_slope_predicted": 2.0, "remainder_coeff_est": 0.33344723957635847, "remainder_coeff_predicted": 0.33343481750184895, "gate_midpoint_observed": 0.08035261221856173, "gate_midpoint_predicted": 0.07999999999999999, "gate_logit_slope_observed": 2.9999999999999996, "gate_logit_slope_predicted": 3.0 }, "comparison": { "full": { "one_step_rmse": 0.023955633863806725, "rollout_rmse": 0.3769861200835387, "device": "cuda" }, "residual": { "one_step_rmse": 0.014161617495119572, "rollout_rmse": 0.24085574749420596, "device": "cuda" } } }