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Improve cached_op performance for static mode #14785
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Description
@pengzhao-intel @TaoLv @xinyu-intel @junrushao1994
When gluon model hybridize with
static_shape=True, static_alloc=True
, cached_op with static mode will be used. For this situation, we should try to cache operator state for better performance. This PR is to enable this feature to speed up gluon inference speed, especially for small batch sizes.Below data is collected on SKX-8180 28 cores, SKX GLUON INT8 OPT shows the performance change from this PR, base is SKX GLUON INT8.
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