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Title: feat: add sparse CNN support (sparsepixels) by hftsoi · Pull Request #1468 · fastmachinelearning/hls4ml · GitHub

Open Graph Title: feat: add sparse CNN support (sparsepixels) by hftsoi · Pull Request #1468 · fastmachinelearning/hls4ml

X Title: feat: add sparse CNN support (sparsepixels) by hftsoi · Pull Request #1468 · fastmachinelearning/hls4ml

Description: Machine learning on FPGAs using HLS. Contribute to fastmachinelearning/hls4ml development by creating an account on GitHub.

Open Graph Description: Dear experts, this PR is to add feature support for sparse CNN models built from the sparsepixels library, which is the code implementation of the paper arXiv:2512.06208. Issue is opened at #<14...

X Description: Dear experts, this PR is to add feature support for sparse CNN models built from the sparsepixels library, which is the code implementation of the paper arXiv:2512.06208. Issue is opened at #&l...

Opengraph URL: https://github.com/fastmachinelearning/hls4ml/pull/1468

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feat: add sparse CNN support (sparsepixels)https://github.com/fastmachinelearning/hls4ml/pull/1468#top
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Apr 19, 2026https://github.com/fastmachinelearning/hls4ml/pull/1468#issue-4289823055
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#<1467>https://github.com/fastmachinelearning/hls4ml/issues/1467
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Merge branch 'main' into sparsepixelshttps://github.com/fastmachinelearning/hls4ml/pull/1468/commits/7c846acd2a75fdcf92ceced15b24cd291c2cbf76
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Merge remote-tracking branch 'upstream/main' into sparsepixelshttps://github.com/fastmachinelearning/hls4ml/pull/1468/commits/3b0b139638262c77dd83adba892b962f238e2421
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upgrade: parallelization knobs for sparse layers; streaming option fo…https://github.com/fastmachinelearning/hls4ml/pull/1468/commits/fe1ca2b33d83f42298fec3916e71791c30bd0757
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fix version for pyproject-fmthttps://github.com/fastmachinelearning/hls4ml/pull/1468/commits/31ce35996ec027f86374e85c67d2b027d4f21d3f
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