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author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2023-04-28 10:40:07 +0100 |
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committer | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2023-05-02 15:53:28 +0000 |
commit | 60ab4e66ea3cb85042035fd1aafbfea666bb4ea7 (patch) | |
tree | 05818f7fafb0cf02d337b201756548152090436f /src/gpu/cl/kernels/gemm/reshaped_only_rhs | |
parent | d7113e4af5b5497d3a3a62dc9cf6b147e2a024cd (diff) | |
download | ComputeLibrary-60ab4e66ea3cb85042035fd1aafbfea666bb4ea7.tar.gz |
Fix export_to_cl_image issue in the fp16 GeMM implementation
- The issue affects Fp16 GeMM on Arm® Mali™-G78
- The issue was caused by a missing fallback implementation for the
case when export_to_cl_image cannot be used
- The new implementation fixes this issues and make the GeMM
implementation for M=1 also faster (4-5% on various networks with fully
connected at the end of the model)
- This patch also enables the H0=0 case in the GeMM examples
Resolves COMPMID-5812, COMPMID-5688, and COMPMID-6147
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Change-Id: Ib7b355ae25337962598dd2ba21665b1a6b48686f
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/514664
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: bsgcomp <bsgcomp@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9526
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/gpu/cl/kernels/gemm/reshaped_only_rhs')
-rw-r--r-- | src/gpu/cl/kernels/gemm/reshaped_only_rhs/ClGemmDefaultConfigReshapedRhsOnlyValhall.cpp | 26 |
1 files changed, 12 insertions, 14 deletions
diff --git a/src/gpu/cl/kernels/gemm/reshaped_only_rhs/ClGemmDefaultConfigReshapedRhsOnlyValhall.cpp b/src/gpu/cl/kernels/gemm/reshaped_only_rhs/ClGemmDefaultConfigReshapedRhsOnlyValhall.cpp index 76551b076a..d08bf84c72 100644 --- a/src/gpu/cl/kernels/gemm/reshaped_only_rhs/ClGemmDefaultConfigReshapedRhsOnlyValhall.cpp +++ b/src/gpu/cl/kernels/gemm/reshaped_only_rhs/ClGemmDefaultConfigReshapedRhsOnlyValhall.cpp @@ -562,21 +562,19 @@ std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> ClGemmDefaultConfigReshapedRhsOn if(m == 1) { - if(r_mn <= 0.0045f) + const GeMMConfigsMatrix configs_mnkb_best = { - if(workload <= 278.7000f) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 8, 0, 0, 0, 1, 1); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 4, 8, 1, 32, 0, 0, 1, 0, 0); - } - } - else - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 8, 0, 0, 1, 0, 0); - } + { 1, 8984, 640, 1, 1, 4, 2, 1, 0, 1, 0, 1, 1, 0 }, + { 1, 420, 392, 1, 1, 2, 4, 1, 0, 1, 0, 1, 0, 0 }, + { 1, 644, 5288, 1, 1, 2, 4, 1, 0, 1, 0, 1, 0, 0 }, + { 1, 6512, 6404, 1, 1, 2, 2, 1, 0, 1, 0, 1, 1, 0 }, + { 1, 5304, 640, 1, 1, 2, 2, 1, 0, 1, 0, 1, 0, 0 }, + { 1, 1352, 1520, 1, 1, 2, 4, 1, 0, 1, 0, 1, 0, 0 }, + { 1, 4096, 25088, 1, 1, 2, 4, 1, 0, 1, 0, 1, 0, 0 }, + { 1, 732, 8988, 1, 1, 2, 4, 1, 0, 1, 0, 1, 0, 0 } + }; + + return find_lhs_rhs_info(configs_mnkb_best, m, n, k, b); } else { |