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ashvardanian avatar ashvardanian commented on May 11, 2024 1

Hey, @grubdragon! Thanks for reaching out!

We have encountered that issue internally as well and will try to patch it in the next two days.

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ashvardanian avatar ashvardanian commented on May 11, 2024

For compatibility purposes, you may want to disable the USEARCH_USE_NATIVE_F16 in generic builds, unless you know precisely, that the hardware supports it. This, however, will not necessarily compromise the performance.

If you keep SimSIMD enabled, on Linux targets, we will dispatch AVX-512 (for x86) and NEON/SVE (for Arm), when supported by the platforms. Those ISA extensions will bring the f16 support where it matters - in distance calculations. To ensure that the right implementation is always pre-compiled and needs no JIT-ing, we have added annotations for GCC, our default compiler on Linux. The patch will be merged into the main branch of SimSIMD, and then USearch as soon as it passes the CI. Sadly, some platforms, like MacOS, with their "Universal Builds", confuse my macros.

If you have any suggestions, feel free to contribute, @grubdragon 🤗

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ashvardanian avatar ashvardanian commented on May 11, 2024

@grubdragon, I'm curious if our last releases resolved the issue. Please let me know if it still requires addressing.

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