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| author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2018-10-18 10:21:02 +0100 |
|---|---|---|
| committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:55:45 +0000 |
| commit | 4b90865ab985d571f70c60583cdfb8c7a65f1670 (patch) | |
| tree | f116a4ffef5f5e823689dd00c1e5c9d987f3d295 /src/core/Utils.cpp | |
| parent | c55beee7ef70fa08a5d217619083b288a74fcb27 (diff) | |
| download | ComputeLibrary-4b90865ab985d571f70c60583cdfb8c7a65f1670.tar.gz | |
COMPMID-1413 - Improve the performance of GEMMLowp with 8 bit dot product on OpenCL
COMPMID-1424 - Add dot product support for CLDepthwise QASYMM8 3x3 NHWC non-unit stride
With this patch we are able to improve the performance of MobileNet v1-qasymm8 by 37 %
Tried to use the dot product instruction in CLDepthwise QASYMM8 3x3 NHWC non-unit stride
but I have not seen any benefit (maybe because we have few arithemtic operation and we
do not have more load instructions). However Depthwise convolution has been improved by
30%
Change-Id: Id768a99c2e53a04276707e427af5d0ec93419ada
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155082
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'src/core/Utils.cpp')
| -rw-r--r-- | src/core/Utils.cpp | 13 |
1 files changed, 13 insertions, 0 deletions
diff --git a/src/core/Utils.cpp b/src/core/Utils.cpp index 41fc87e87a..78c3dba25a 100644 --- a/src/core/Utils.cpp +++ b/src/core/Utils.cpp @@ -252,6 +252,19 @@ const std::string &arm_compute::string_from_pooling_type(PoolingType type) return pool_type_map[type]; } +const std::string &arm_compute::string_from_gemmlowp_output_stage(GEMMLowpOutputStageType output_stage) +{ + static std::map<GEMMLowpOutputStageType, const std::string> output_stage_map = + { + { GEMMLowpOutputStageType::NONE, "" }, + { GEMMLowpOutputStageType::QUANTIZE_DOWN, "quantize_down" }, + { GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, "quantize_down_fixedpoint" }, + { GEMMLowpOutputStageType::QUANTIZE_DOWN_FLOAT, "quantize_down_float" } + }; + + return output_stage_map[output_stage]; +} + std::string arm_compute::string_from_pixel_value(const PixelValue &value, const DataType data_type) { std::stringstream ss; |