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Update cuml.accel benchmark results and presentation - #8517

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Update cuml.accel benchmark results and presentation #8517
csadorf wants to merge 9 commits into
NVIDIA:main from
csadorf:docs/cuml-accel-benchmark-results

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@csadorf csadorf commented Aug 24, 2026
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Revises the cuml.accel benchmarks page with updated results and a new presentation. Shows the main speedups as heatmaps linked to detailed results, and adds an import/render pipeline for regenerating the page from updated raw benchmark artifacts.

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View the rendered cuml documentation for this PR at:

https://downloads.rapids.ai/ci/cuml/pull-request/8517/adc745e/docs/cuml/html/

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@csadorf csadorf added doc Documentation non-breaking Non-breaking change labels Aug 24, 2026

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Comment thread docs/benchmarks/tests/test_generate_cuml_accel_benchmarks.py
Comment thread docs/benchmarks/cuml-accel/README.md

@csadorf csadorf Aug 25, 2026
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This script was created in collaboration with Codex and was only superficially reviewed. I primarily judge it by the outcome (the rendered docs page). It allows us to re-create the docs page with new results, but is otherwise largely vaporware.

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csadorf force-pushed the docs/cuml-accel-benchmark-results branch from 595dc9e to adc745e Compare August 25, 2026 00:44

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The heatmap labels are currently not showing well in dark mode.

csadorf force-pushed the docs/cuml-accel-benchmark-results branch from adc745e to 45c25b4 Compare August 25, 2026 22:15

csadorf commented Aug 25, 2026

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/ok to test 45c25b4

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