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authorGian Marco Iodice <gianmarco.iodice@arm.com>2022-08-31 11:47:08 +0100
committerGian Marco Iodice <gianmarco.iodice@arm.com>2022-09-07 13:09:57 +0000
commit211a55d8218764c0a20d69d4cbdaea1906291c6b (patch)
treed8852d04cfefcd8868ad142449fa707adb6c1c03 /.clang-format
parent13a2d003fd63e03d67ad28f608082126bf04046b (diff)
downloadComputeLibrary-211a55d8218764c0a20d69d4cbdaea1906291c6b.tar.gz
Optimize depthwise convolution on OpenCL
The optimization concerns the case where the depth multiplier is > 1. The depth multiplier for loop has been removed from the OpenCL kernel and the GWS has been mapped to the output shape. In this way, we can still perform a tile with N0 columns and improve the performance of depthwise conv over 80% when depth multiplier is > 1. Resolves COMPMID-5568 Change-Id: I604e287d4eeb31c54b9cc6c3072a698cd0e3e136 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8184 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
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