{ "identity_max_abs_error": 1.1857187100668868e-16, "predictions": [ { "test": "worst_case_bound", "K": 1, "observed": 0.5, "predicted": 0.5, "relative_error": 0.0 }, { "test": "worst_case_bound", "K": 3, "observed": 0.25, "predicted": 0.25, "relative_error": 0.0 }, { "test": "worst_case_bound", "K": 7, "observed": 0.125, "predicted": 0.125, "relative_error": 0.0 }, { "test": "worst_case_bound", "K": 15, "observed": 0.0625, "predicted": 0.0625, "relative_error": 0.0 }, { "test": "worst_case_bound", "K": 31, "observed": 0.03125, "predicted": 0.03125, "relative_error": 0.0 }, { "test": "transition_90pct", "K": 15, "observed_theta": 0.13997445609697373, "predicted_theta": 0.13997118937482927, "observed_Ktheta": 2.099616841454606, "predicted_Ktheta": 2.099567840622439, "relative_error": 2.333853244405281e-05 } ], "low_frequency": [ { "K": 3, "theta": 0.0025, "observed": 0.0012499947916731762, "predicted_theta_over_2": 0.00125, "ratio": 0.9999958333385409 }, { "K": 7, "theta": 0.00125, "observed": 0.0006249973958365881, "predicted_theta_over_2": 0.000625, "ratio": 0.9999958333385409 }, { "K": 15, "theta": 0.000625, "observed": 0.00031249869791829404, "predicted_theta_over_2": 0.0003125, "ratio": 0.9999958333385409 }, { "K": 31, "theta": 0.0003125, "observed": 0.00015624934895914732, "predicted_theta_over_2": 0.00015625, "ratio": 0.9999958333385428 } ], "equal_eval_rotation_theta": 0.35, "comparison": [ { "evaluations": 3, "fejer_residual": 0.16105442180942278, "ppm_residual": 0.16625166276857417, "ratio_fejer_over_ppm": 0.968738712909079 }, { "evaluations": 7, "fejer_residual": 0.12318121624855759, "ppm_residual": 0.15632504694731683, "ratio_fejer_over_ppm": 0.7879813161998982 }, { "evaluations": 15, "fejer_residual": 0.020936759384744107, "ppm_residual": 0.13821453218713284, "ratio_fejer_over_ppm": 0.15148015952763344 }, { "evaluations": 31, "fejer_residual": 0.019727082433510075, "ppm_residual": 0.10804482959003849, "ratio_fejer_over_ppm": 0.18258238277909108 } ], "notes": "R is a rotation, hence nonexpansive; J=(I+R)/2 is an exact resolvent of a linear maximal monotone skew operator when -1 is absent." }