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oneDNN v3.7 release notes #2481

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oneDNN v3.7 release notes #2481

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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.

@vgvozdeva vgvozdeva requested review from a team January 22, 2025 18:35
@vgvozdeva vgvozdeva requested a review from a team as a code owner January 22, 2025 18:36
@github-actions github-actions bot added documentation A request to change/fix/improve the documentation. Codeowner: @oneapi-src/onednn-doc backport labels Jan 22, 2025
@vgvozdeva vgvozdeva force-pushed the vgvozdeva/release-notes branch from 17acd19 to 23e00b1 Compare January 22, 2025 18:55
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vgvozdeva and others added 6 commits January 23, 2025 12:01
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]>
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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?

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@Sqvid I think you have a list of our improvements?
cc: @Radu2k @Ryo-not-rio

vgvozdeva and others added 3 commits January 23, 2025 21:28
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@ranukund ranukund left a comment

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Minor changes suggested, please incorporate as you see fit

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Minor comments suggested, please incorporate as you see fit! Thanks!

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@@ -0,0 +1,89 @@
# Performance Optimizations
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@sgeor255, @ShanoToni, @t4c1, @Rbiessy, could you please help with release notes content for NVIDIA backend and generic SYCL kernels?

We are primarily looking for two things: performance improvements (stuff that works faster) and new features (stuff that did not work before).

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