{ "predictions": { "unit_circle_boundary": { "predicted": 1.075268817204301, "observed_grid": 1.075, "relative_error": 0.00024999999999997913 }, "margin_slope": { "predicted": -0.93, "observed_fit": -0.93, "relative_error": 0.0 }, "critical_spatial_sector": { "predicted": 3, "observed_dominant_fft": 3 }, "winding": { "inside_circle": 1, "outside_circle": 0 } }, "comparison": { "global_monitor_final_loss": 0.0014299354189370515, "blockwise_monitor_final_loss": 0.00018145445053640362, "global_monitor_steps_to_1e-4": null, "blockwise_monitor_steps_to_1e-4": null, "global_final": [ 0.4897392381522152, 0.5517913905217722, 0.6117913905217721, 1.0227522762446046, 0.5516610095978799, 0.6117913905217721, 0.5517913905217722, 0.4897392381522152 ], "blockwise_final": [ 0.45108279110825455, 0.5208662328866036, 0.5808662328866036, 1.0227522762446046, 0.501407628440731, 0.5808662328866036, 0.5208662328866036, 0.45108279110825455 ] }, "checks": { "boundary_ok_5pct": true, "slope_ok_10pct": true, "sector_ok": true, "winding_ok": true } }