{ "protocol": { "date": "2026-10-25", "machine": "Apple M4 Pro; 10 performance + 4 efficiency cores; 48 GiB RAM", "python": "CPython 3.13.5", "numpy": "2.4.2", "workers": [ 1, 2, 4, 8 ], "trials_per_point": 2, "warm_blocks_per_mode": 3, "target_block_s": 0.5, "frames_per_batch": 32, "bin_count": 2000, "unit": "2theta degrees", "polarization_factor": 0.965, "solid_angle": true, "arrays": "Contiguous float64 image stack already loaded; intensity-only and Poisson measured separately.", "files": "Each task reopens and decodes an uncompressed signed-int32 TIFF; Poisson enabled. Warm operating-system file cache; no output-file writing, acquisition or GUI.", "geometry": "Same equivalent mirrored PONI geometry, masks, radial range and detector images for all backends.", "sampling_n": { "Pilatus1M": 15, "Eiger9M": 5 }, "pixel_split": "Geometric pixel splitting has no subpixel count.", "dioptrin": "Published PyPI 0.6.1 wheel, generic release build; fast_math=True. Native SHA-256 checked against the freshly installed release verification.", "azint": { "commit": "4f78cc3b1d8cab67128c9679f55de6340c68f191", "compiler": "Homebrew clang 22.1.8", "flags": "-O3 -mcpu=native -flto=thin -ffast-math", "version": "0.1.dev1+g4f78cc3b1", "source": "https://github.com/maxiv-science/azint" }, "pyfai": "Official 2026.9.0 wheel; bbox/full CSR Cython engines, safe=True; one engine per frame worker.", "threading": "OMP_NUM_THREADS=1 for pyFAI and Dioptrin; equals worker count only for azint matrix construction. Numerical-library helper threads limited to one.", "qualification": "Every timing mode must have <=3.6 other busy logical cores. Rejected attempts retained separately; unrelated calculations were not suspended for this final run.", "order": "Separate fresh processes; five variants measured in forward order in trial one and reverse order in trial two. Worker order is also reversed.", "uncertainty": "Bars are medians of two fresh-process trials; whiskers span their range, not confidence intervals.", "memory": "RSS sampled externally every 10 ms; file peak excludes the later decoded float64 stack. Live allocated heap recorded after file batches and after releasing Dioptrin file workers.", "dataset_images": { "Pilatus1M": "1043x981; 32 separate filenames containing copies of one image", "Eiger9M": "3262x3108; 16 distinct real images, each read twice per batch" }, "headline_chart_methods": { "dioptrin": "dioptrin_ps", "pyfai": "pyfai_bbox", "azint": "azint_fast" }, "headline_chart_workers": [ 1, 8 ], "headline_chart_workload": "Reopen and decode each TIFF, integrate and calculate Poisson errors; warm OS file cache; setup excluded and reported separately. Not a direct Dioptas application benchmark.", "accepted_processes": 80, "rejected_attempts": 4 }, "summary": [ { "dataset": "Pilatus1M", "variant": "dioptrin_ps", "method": "Dioptrin 0.6.1 pixel-split", "workers": 1, "mode": "arrays", "poisson": false, "trials": 2, "fps": 232.48901335637152, "min_fps": 232.10684408831563, "max_fps": 232.87118262442738, "setup_s": 0.20348541700514033, "first_result_s": 0.19932710399734788, "first_batch_s": 0.10912668699165806, "peak_rss_GiB": 0.6686172485351562, "retained_file_heap_MiB": 116.00201416015625, "released_file_heap_MiB": 112.0877685546875, "other_busy_cores": 1.6685645330408345 }, { "dataset": "Pilatus1M", "variant": "dioptrin_ps", "method": "Dioptrin 0.6.1 pixel-split", "workers": 1, "mode": "arrays", "poisson": true, "trials": 2, "fps": 226.25757707965204, "min_fps": 226.06191686028842, "max_fps": 226.45323729901563, "setup_s": 0.20348541700514033, "first_result_s": 0.19932710399734788, "first_batch_s": 0.10912668699165806, "peak_rss_GiB": 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