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| author | Pablo Tello <pablo.tello@arm.com> | 2017-06-28 17:27:56 +0100 |
|---|---|---|
| committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-09-17 14:15:39 +0100 |
| commit | 221f38176b0d4dbc212441779d9bbac3cc0eecfa (patch) | |
| tree | e838d673b35c5b40d4b484a3645cc7ae3c9d3ecc /tests/validation/NEON/GEMM.cpp | |
| parent | 6410fb2a14427713251f5d97144ac5d4f17c988c (diff) | |
| download | ComputeLibrary-221f38176b0d4dbc212441779d9bbac3cc0eecfa.tar.gz | |
COMPMID-421: Fixed FP16 support in Neon GEMM.
Fixed GEMM FP16 problem with matrices that are not multiple of 32.
Added a new test suite NEON/GEMM/Float16/SmallGEMM.
Implemented FP16 function to multiply vector by a matrix.
Change-Id: Ie6c692885a48d0206bd6fe748332fa83bc286d67
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79118
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
Diffstat (limited to 'tests/validation/NEON/GEMM.cpp')
| -rw-r--r-- | tests/validation/NEON/GEMM.cpp | 20 |
1 files changed, 19 insertions, 1 deletions
diff --git a/tests/validation/NEON/GEMM.cpp b/tests/validation/NEON/GEMM.cpp index 35f65c8fe2..75ce39716c 100644 --- a/tests/validation/NEON/GEMM.cpp +++ b/tests/validation/NEON/GEMM.cpp @@ -77,7 +77,7 @@ Tensor compute_gemm(const TensorShape &src_shape1, const TensorShape &src_shape2 BOOST_TEST(!dst.info()->is_resizable()); // Fill tensors - if(dt == DataType::F32) + if(dt == DataType::F16 || dt == DataType::F32) { std::uniform_real_distribution<> distribution(-1.0f, 1.0f); library->fill(NEAccessor(src1), distribution, 0); @@ -137,6 +137,24 @@ BOOST_DATA_TEST_CASE(Configuration, validate(dst.info()->valid_region(), dst_valid_region); } +#ifdef ARM_COMPUTE_ENABLE_FP16 +BOOST_AUTO_TEST_SUITE(Float16) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(SmallGEMM, SmallGEMMDataset() * boost::unit_test::data::make(DataType::F16), + gemm_set, dt) +{ + // Compute reference + RawTensor ref_dst = Reference::compute_reference_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt); + + // Compute function + Tensor dst = compute_gemm(gemm_set.shape_a, gemm_set.shape_b, gemm_set.shape_c, gemm_set.shape_d, gemm_set.alpha, gemm_set.beta, dt); + + // Validate output + validate(NEAccessor(dst), ref_dst, tolerance_f32); +} +BOOST_AUTO_TEST_SUITE_END() +#endif /* ARM_COMPUTE_ENABLE_FP16 */ + BOOST_AUTO_TEST_SUITE(Float) BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) BOOST_DATA_TEST_CASE(SmallGEMM, SmallGEMMDataset() * boost::unit_test::data::make(DataType::F32), |