optimize adptive avg pool #2012
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Pull Request Overview
This PR optimizes the adaptive average pool operation by introducing a vectorized implementation for channel-last memory format. The changes add vectorization support to improve memory access patterns and performance for 2D adaptive average pooling operations.
Key changes:
- Add vectorized kernel implementation for adaptive average pooling in channel-last format
- Replace the original channel-last kernel with the new optimized vectorized version
- Add necessary memory access utilities for vectorization support
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Co-authored-by: Copilot <[email protected]>
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yucai-intel
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Sep 12, 2025
weishi-deng
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Sep 12, 2025
zhangxiaoli73
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Sep 22, 2025
follows #1883, shape [4096,256,6,6] channel last with output shape [6,6] in torchbench alexnet can get ~4x improvement on bmg --------- Co-authored-by: Copilot <[email protected]>
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follows #1883, shape [4096,256,6,6] channel last with output shape [6,6] in torchbench alexnet can get ~4x improvement on bmg