Resize optimization for all architectures#11956
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With this patch, it optimizes Resize when the input X is 4D int8/uint8 tensor and the mode is linear by: * Transforming NCHW Resize to NHWC variant * Using the NHWC Resize kernel without floating-point computation It improves DeepLab V3 with uint8 quantization by 19% on X64. It also improves Resize of DeepLab V3 with int8 quantization by 15%~18% on X64.
yufenglee
previously approved these changes
Jun 22, 2022
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This pull request introduces 1 alert when merging b555a53 into e24349b - view on LGTM.com new alerts:
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yufenglee
approved these changes
Jun 29, 2022
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With this patch, it optimizes Resize when the input X is 4D int8/uint8 tensor
and the mode is linear by:
It improves DeepLab V3 with uint8 quantization by 19% on X64. It also improves
Resize of DeepLab V3 with int8 quantization by 15%~18% on X64.