[OneDNN] Add cache in Deconvolution kernel #60922
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LLee233
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Jan 18, 2024
zhanglirong1999
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加了deconv cache后，会对OneDNN v3.2下det_mv3_db_v2_0，ocrv4_det_fp32_perf这类模型有10-15%的提升。而对于OneDNN v3.4而言，我们发现v3.4 create deconv primitive desc的时间要长于v3.2，因此该cache对于之后要升级的3.4版本提升会更大一些 |
xinyu-intel
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Jan 19, 2024
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LLee233
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Jan 19, 2024
vivienfanghuagood
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Jan 19, 2024
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PR types
Performance optimization
PR changes
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Description
We found create deconvolution primitive desc is time consuming in OneDNN. We want to add cache to reduce the number of creations.