From de703704b4bed57d1d3170a6e8f076ff79a70ab3 Mon Sep 17 00:00:00 2001 From: Jammy2211 Date: Sat, 18 Apr 2026 23:00:30 +0100 Subject: [PATCH] Update source_plane regression to Richardson-converged truth EXPECTED_LOG_LIKELIHOOD_SOURCE_PLANE updated to -4491.83220547254 (np and jnp now agree). JIT regression rtol tightened from 2e-3 to 1e-4. Removed annotations referencing the pre-fix np/jnp divergence. Regenerated result JSON/PNG artifacts. Upstream PR: PyAutoLabs/PyAutoGalaxy#358 --- .../image_plane_summary_v2026.4.13.6.json | 10 +++--- .../image_plane_summary_v2026.4.13.6.png | Bin 51525 -> 51214 bytes .../source_plane_summary_v2026.4.13.6.json | 14 ++++---- .../source_plane_summary_v2026.4.13.6.png | Bin 58824 -> 57838 bytes jax_profiling/point_source/source_plane.py | 33 ++++-------------- 5 files changed, 19 insertions(+), 38 deletions(-) diff --git a/jax_profiling/point_source/results/image_plane_summary_v2026.4.13.6.json b/jax_profiling/point_source/results/image_plane_summary_v2026.4.13.6.json index 9fa2a0a..6b65177 100644 --- a/jax_profiling/point_source/results/image_plane_summary_v2026.4.13.6.json +++ b/jax_profiling/point_source/results/image_plane_summary_v2026.4.13.6.json @@ -7,14 +7,14 @@ "positions_noise_sigma": 0.2, "free_parameters": 8 }, - "eager_per_call": 1.4605535200000304, + "eager_per_call": 2.956794569999329, "eager_log_likelihood": 0.3936326580483207, - "full_pipeline_single_jit": 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zD{T_Aq!>~zrePd36M<@U=F_@}#?-yfw-9q+;fA_U4^SgPdEUbSqi)hXN?HUh--L&( zId@q(GbK2c1V|?|nG@HhaeozuB4r${lb4%kje=e{1Z7tu`;bK|A3^8qfFr$hhoM&! zbm??{76;PgIM6NASLcCn113|S?B=!y(;2EXP(Td}5ggh7Wa zNa~!j*RmYCgZ%FMsMf5lmW?mE_FP|Z!6#KpspSiB>;y@dP2Ftafj|G-Vt9;qz^eShkLiyOYn7;?j<+G35t(${qjEmt9!0< diff --git a/jax_profiling/point_source/source_plane.py b/jax_profiling/point_source/source_plane.py index da4300f..2451fb0 100644 --- a/jax_profiling/point_source/source_plane.py +++ b/jax_profiling/point_source/source_plane.py @@ -11,23 +11,6 @@ ray-traced positions and the model source position. No image-plane solver is required. -LIBRARY-LEVEL NUMERICAL DRIFT (np vs jnp magnifications) ---------------------------------------------------------- - -The earlier ``TracerArrayConversionError`` JIT blocker (``Grid2DIrregular. -grid_2d_via_deflection_grid_from`` not propagating ``xp``) has been fixed -upstream — the full source-plane likelihood now JIT-traces end-to-end. - -A separate numerical issue remains: the eager-np and eager-jnp paths of -``LensCalc.magnification_2d_via_hessian_from`` disagree at ~5e-4 relative, -which amplifies into a ~0.1% drift in the final log-likelihood. See the -follow-up prompt ``admin_jammy/prompt/autolens/lens_calc_magnification_xp_divergence.md`` -for the full analysis and plan. - -Until that lands, the JIT regression assertion below is loosened from -``rtol=1e-4`` to ``rtol=2e-3`` so the script stays green. The eager-only -assertion remains tight. - Pytree-native parameter inputs ------------------------------ @@ -496,14 +479,15 @@ def ray_trace_to_source_plane(params_tree, positions_raw): # =================================================================== -# Regression assertions (eager-only — see BLOCKER above) +# Regression assertions (eager and full-pipeline JIT) # =================================================================== # # Seeded simulator (noise_seed=1 in simulators/point_source.py) + prior-median -# parameter vector make the eager source-plane log-likelihood deterministic. -# The full-JIT regression assertion is gated on full_pipeline_jits — once the -# library blocker is fixed, both branches will fire. -EXPECTED_LOG_LIKELIHOOD_SOURCE_PLANE = -4496.798984131583 +# parameter vector make the source-plane log-likelihood deterministic. Both +# the eager numpy and the full-pipeline JIT paths now agree to float64 +# precision, following the Richardson-extrapolation fix to +# LensCalc.hessian_from in PyAutoGalaxy (PR #358). +EXPECTED_LOG_LIKELIHOOD_SOURCE_PLANE = -4491.83220547254 np.testing.assert_allclose( log_likelihood_ref, @@ -520,13 +504,10 @@ def ray_trace_to_source_plane(params_tree, positions_raw): ) if full_pipeline_jits: - # rtol loosened pending the np/jnp parity fix in - # LensCalc.magnification_2d_via_hessian_from — see - # admin_jammy/prompt/autolens/lens_calc_magnification_xp_divergence.md np.testing.assert_allclose( float(full_result), EXPECTED_LOG_LIKELIHOOD_SOURCE_PLANE, - rtol=2e-3, + rtol=1e-4, err_msg=( f"point_source/source_plane: regression — JIT log_likelihood drifted " f"(got {float(full_result)}, expected {EXPECTED_LOG_LIKELIHOOD_SOURCE_PLANE})"