oneDNN v3.7 release notes #2481
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mgouicem
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| * [experimental] Extended microkernel API: | ||
| Introduced int4 quantization support. | ||
| Fpmath mode API |
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I don't think we did that in external microkernel API (and cannot find the related commits).
However we did add a new query for B matrix packing type.
Co-authored-by: Mourad Gouicem <[email protected]>
Co-authored-by: Mourad Gouicem <[email protected]>
Co-authored-by: Mourad Gouicem <[email protected]>
Co-authored-by: Mourad Gouicem <[email protected]>
Co-authored-by: Mourad Gouicem <[email protected]>
Co-authored-by: Mourad Gouicem <[email protected]>
sgeor255
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Jan 23, 2025
TaoLv
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Jan 23, 2025
vpirogov
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vpirogov
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Jan 23, 2025
vpirogov
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vpirogov
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Jan 23, 2025
| * Improved fp16/bf16 softmax performance with relaxed [accumulation mode](https://oneapi-src.github.io/oneDNN/dev_guide_attributes_accumulation_mode.html#doxid-dev-guide-attributes-accumulation-mode). | ||
| * Added support and improved perfomance for fp8 matmul with bf16/fp16. | ||
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| ## Intel Graphics Products |
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@karturov, please review and update this section.
vpirogov
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vpirogov
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| * Improved performance of the following subgraphs with Graph API | ||
| * Scaled dot-product Attention (SDPA) [with causal mask](https://oneapi-src.github.io/oneDNN/dev_guide_graph_sdpa.html#doxid-dev-guide-graph-sdpa) | ||
| * Scaled dot-product Attention (SDPA) [with compressed key and value](https://oneapi-src.github.io/oneDNN/dev_guide_graph_sdpa_compressed_kv.html#doxid-dev-guide-graph-sdpa-compressed-kv) | ||
| ## AArch64-based Processors |
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@jondea, @theComputeKid, could you please help summarizing AArch64 improvements?
Co-authored-by: Mourad Gouicem <[email protected]>
Co-authored-by: Tao Lv <[email protected]>
Co-authored-by: Vadim Pirogov <[email protected]>
Co-authored-by: Tao Lv <[email protected]>
Co-authored-by: Tao Lv <[email protected]>
Co-authored-by: Tao Lv <[email protected]>
Co-authored-by: Vadim Pirogov <[email protected]>
tprimak
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Jan 24, 2025
Co-authored-by: Vadim Pirogov <[email protected]>
ranukund
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ranukund
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Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
Co-authored-by: Ranu Kundu <[email protected]>
tprimak
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Jan 24, 2025
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This PR includes a release notes draft based on the information from the PRs for the contributors to review. Your additions and corrections are highly appreciated.