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author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2022-12-30 09:45:00 +0000 |
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committer | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2022-12-30 13:33:34 +0000 |
commit | 9d3bd41030366326e9c8afe5db3a5812a76b135b (patch) | |
tree | e2ee02632bca1a8f671043b2b6ee1f35f8f9c9d5 /src/runtime/heuristics/dwc_native/ClDWCNativeHeuristicsHelpers.h | |
parent | b7e8626717b2ef81b0d03284c8f6ffdbe9cd2245 (diff) | |
download | ComputeLibrary-9d3bd41030366326e9c8afe5db3a5812a76b135b.tar.gz |
Move DWC native heuristic into the heuristic folder
- Move the DWC native heuristic from CLDepthwiseConvolutionLayer to
heuristic/
- Update the heuristic for Arm® Mali™-G77. Use a smaller block size
(4x2) for Fp16
- Call the new heuristic in GpuDepthwiseConv2d
Resolves COMPMID-5798
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Change-Id: I6bfd30cea76bea2e98202a7a5c1d51709f3382a4
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8889
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/heuristics/dwc_native/ClDWCNativeHeuristicsHelpers.h')
-rw-r--r-- | src/runtime/heuristics/dwc_native/ClDWCNativeHeuristicsHelpers.h | 45 |
1 files changed, 45 insertions, 0 deletions
diff --git a/src/runtime/heuristics/dwc_native/ClDWCNativeHeuristicsHelpers.h b/src/runtime/heuristics/dwc_native/ClDWCNativeHeuristicsHelpers.h new file mode 100644 index 0000000000..e3484c04ff --- /dev/null +++ b/src/runtime/heuristics/dwc_native/ClDWCNativeHeuristicsHelpers.h @@ -0,0 +1,45 @@ +/* + * Copyright (c) 2022 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef SRC_RUNTIME_HEURISTICS_DWC_NATIVE_CLDWCNATIVEHEURISTICSHELPERS +#define SRC_RUNTIME_HEURISTICS_DWC_NATIVE_CLDWCNATIVEHEURISTICSHELPERS + +namespace arm_compute +{ +// Forward declaration +class ITensorInfo; + +namespace cl_dwc +{ +/** Utility function to know whether we can use the cl image storage for the weights of depthwise convolution to get better performance + * + * @param[in] weights Weights TensorInfo of the depthwise convolution + * @param[in] depth_multiplier Depth multiplier + * + * @return true if the weights of depthwise convolution can be kept in the cl image storage to improve the performance + */ +bool use_cl_image_for_weights(const ITensorInfo *weights, unsigned int depth_multiplier); + +} // namespace cl_dwc +} // namespace arm_compute +#endif /* SRC_RUNTIME_HEURISTICS_DWC_NATIVE_CLDWCNATIVEHEURISTICSHELPERS */ |