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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/CL/CLKernelLibrary.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/CL/CLKernelLibrary.cpp')
| -rw-r--r-- | src/core/CL/CLKernelLibrary.cpp | 3 |
1 files changed, 3 insertions, 0 deletions
diff --git a/src/core/CL/CLKernelLibrary.cpp b/src/core/CL/CLKernelLibrary.cpp index 880963de7b..b9b3ce970b 100644 --- a/src/core/CL/CLKernelLibrary.cpp +++ b/src/core/CL/CLKernelLibrary.cpp @@ -259,6 +259,7 @@ const std::map<std::string, std::string> CLKernelLibrary::_kernel_program_map = { "gemm_lc_vm_f32", "gemm.cl" }, { "gemm_transpose1xW", "gemm.cl" }, { "gemmlowp_matrix_a_reduction", "gemmlowp.cl" }, + { "gemmlowp_matrix_a_reduction_dot8", "gemmlowp.cl" }, { "gemmlowp_matrix_b_reduction", "gemmlowp.cl" }, { "gemmlowp_mm_bifrost", "gemmlowp.cl" }, { "gemmlowp_mm_bifrost_dot8", "gemmlowp.cl" }, @@ -267,6 +268,8 @@ const std::map<std::string, std::string> CLKernelLibrary::_kernel_program_map = { "gemmlowp_mm_interleaved_transposed_bifrost_dot8", "gemmlowp.cl" }, { "gemmlowp_mm_interleaved_transposed_midgard", "gemmlowp.cl" }, { "gemmlowp_offset_contribution", "gemmlowp.cl" }, + { "gemmlowp_offset_contribution_quantize_down", "gemmlowp.cl" }, + { "gemmlowp_offset_contribution_quantize_down_fixedpoint", "gemmlowp.cl" }, { "gemmlowp_output_stage_quantize_down", "gemmlowp.cl" }, { "gemmlowp_output_stage_quantize_down_fixedpoint", "gemmlowp.cl" }, { "gemmlowp_output_stage_quantize_down_float", "gemmlowp.cl" }, |