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| author | Gunes Bayir <gunes.bayir@arm.com> | 2023-02-07 09:46:53 +0000 |
|---|---|---|
| committer | Gunes Bayir <gunes.bayir@arm.com> | 2023-02-09 09:39:15 +0000 |
| commit | 5dc732e95b64c793e3204515df51b403d05e79bb (patch) | |
| tree | a6d3cac3bb4bf0825f1b4699091880a913d6a8a2 /src/runtime/CL | |
| parent | 7d9a626aaba9837cb82d189a9c4f0bcef58825bb (diff) | |
| download | ComputeLibrary-5dc732e95b64c793e3204515df51b403d05e79bb.tar.gz | |
Fix performance regression in Transposed Convolution
Resolves: COMPMID-5849
Change-Id: I86f8bbc1f3a7c12c66d5ad8fcd74dd9e69629aa0
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9102
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Dynamic-Fusion: Jakub Sujak <jakub.sujak@arm.com>
Diffstat (limited to 'src/runtime/CL')
| -rw-r--r-- | src/runtime/CL/functions/CLDeconvolutionLayer.cpp | 4 |
1 files changed, 3 insertions, 1 deletions
diff --git a/src/runtime/CL/functions/CLDeconvolutionLayer.cpp b/src/runtime/CL/functions/CLDeconvolutionLayer.cpp index 56e9dae45d..5c25cbafaf 100644 --- a/src/runtime/CL/functions/CLDeconvolutionLayer.cpp +++ b/src/runtime/CL/functions/CLDeconvolutionLayer.cpp @@ -150,10 +150,12 @@ DeconvolutionMethod CLDeconvolutionLayer::get_deconvolution_method(const ITensor const size_t idx_w = get_data_layout_dimension_index(data_layout, DataLayoutDimension::WIDTH); const size_t idx_h = get_data_layout_dimension_index(data_layout, DataLayoutDimension::HEIGHT); + const size_t idx_n = get_data_layout_dimension_index(data_layout, DataLayoutDimension::BATCHES); + const size_t ofm = weights->tensor_shape()[idx_n]; if(weights->dimension(idx_w) != deconv_info.stride().first || weights->dimension(idx_h) != deconv_info.stride().second) { - if(input->data_layout() == DataLayout::NHWC) + if(input->data_layout() == DataLayout::NHWC && ofm <= 16) { return DeconvolutionMethod::DIRECT; } |