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authorGian Marco <gianmarco.iodice@arm.com>2018-02-05 15:07:36 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:47:18 +0000
commit1aede367b9ecab66dfaf6fb07f95720064afdea4 (patch)
tree4ff21a0bd82bef963cd7b7a8013c0dceedb78fd5 /tests/benchmark
parent1167487ea8e54a76d0a3625e0aa84e2ad9ffd317 (diff)
downloadComputeLibrary-1aede367b9ecab66dfaf6fb07f95720064afdea4.tar.gz
COMPMID-765 - Extended GEMM benchmark
Added new benchmarks GEMM in order to evaluate the performance when the input matrix B has to be reshaped only once Change-Id: I1c4790213704ce57ea7b28f6f362c56edccd1eb9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118910 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/benchmark')
-rw-r--r--tests/benchmark/CL/GEMM.cpp21
-rw-r--r--tests/benchmark/GLES_COMPUTE/GEMM.cpp18
-rw-r--r--tests/benchmark/NEON/GEMM.cpp14
-rw-r--r--tests/benchmark/fixtures/GEMMFixture.h4
4 files changed, 41 insertions, 16 deletions
diff --git a/tests/benchmark/CL/GEMM.cpp b/tests/benchmark/CL/GEMM.cpp
index 615b492ee0..60362b43e1 100644
--- a/tests/benchmark/CL/GEMM.cpp
+++ b/tests/benchmark/CL/GEMM.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017, 2018 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -41,17 +41,26 @@ namespace test
{
namespace
{
-const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32 });
+const auto data_types = framework::dataset::make("DataType", { DataType::F16, DataType::F32 });
+const auto reshape_b_only_once = framework::dataset::make("ReshapeBOnlyOnce", { false, true });
} // namespace
using CLGEMMFixture = GEMMFixture<CLTensor, CLGEMM, CLAccessor>;
TEST_SUITE(CL)
-REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1GEMM, CLGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(datasets::GoogLeNetInceptionV1GEMMDataset(), data_types));
-REGISTER_FIXTURE_DATA_TEST_CASE(MatrixMultiplyGEMM, CLGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(datasets::MatrixMultiplyGEMMDataset(), data_types));
-REGISTER_FIXTURE_DATA_TEST_CASE(GoogleNetGEMM, CLGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(datasets::GoogleNetGEMMDataset(), data_types));
-REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetGEMM, CLGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(datasets::AlexNetGEMMDataset(), data_types));
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1GEMM, CLGEMMFixture, framework::DatasetMode::ALL,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1GEMMDataset(),
+ data_types),
+ reshape_b_only_once));
+REGISTER_FIXTURE_DATA_TEST_CASE(MatrixMultiplyGEMM, CLGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(framework::dataset::combine(datasets::MatrixMultiplyGEMMDataset(),
+ data_types),
+ reshape_b_only_once));
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogleNetGEMM, CLGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(framework::dataset::combine(datasets::GoogleNetGEMMDataset(), data_types),
+ reshape_b_only_once));
+REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetGEMM, CLGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(framework::dataset::combine(datasets::AlexNetGEMMDataset(),
+ data_types),
+ reshape_b_only_once));
TEST_SUITE_END()
} // namespace test
diff --git a/tests/benchmark/GLES_COMPUTE/GEMM.cpp b/tests/benchmark/GLES_COMPUTE/GEMM.cpp
index 69d8e54919..97c92c679b 100644
--- a/tests/benchmark/GLES_COMPUTE/GEMM.cpp
+++ b/tests/benchmark/GLES_COMPUTE/GEMM.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -40,16 +40,24 @@ namespace test
{
namespace
{
-const auto data_types = framework::dataset::make("DataType", { DataType::F32 });
+const auto data_types = framework::dataset::make("DataType", { DataType::F32 });
+const auto reshape_b_only_once = framework::dataset::make("ReshapeBOnlyOnce", { false });
} // namespace
using GCGEMMFixture = GEMMFixture<GCTensor, GCGEMM, GCAccessor>;
TEST_SUITE(GC)
-REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1GEMM, GCGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(datasets::GoogLeNetInceptionV1GEMMDataset(), data_types));
-REGISTER_FIXTURE_DATA_TEST_CASE(MatrixMultiplyGEMM, GCGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(datasets::MatrixMultiplyGEMMDataset(), data_types));
-REGISTER_FIXTURE_DATA_TEST_CASE(GoogleNetGEMM, GCGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(datasets::GoogleNetGEMMDataset(), data_types));
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1GEMM, GCGEMMFixture, framework::DatasetMode::ALL,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1GEMMDataset(),
+ data_types),
+ reshape_b_only_once));
+REGISTER_FIXTURE_DATA_TEST_CASE(MatrixMultiplyGEMM, GCGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(framework::dataset::combine(datasets::MatrixMultiplyGEMMDataset(),
+ data_types),
+ reshape_b_only_once));
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogleNetGEMM, GCGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(framework::dataset::combine(datasets::GoogleNetGEMMDataset(),
+ data_types),
+ reshape_b_only_once));
TEST_SUITE_END()
} // namespace test
diff --git a/tests/benchmark/NEON/GEMM.cpp b/tests/benchmark/NEON/GEMM.cpp
index 1d6ea8df7f..473d6429fb 100644
--- a/tests/benchmark/NEON/GEMM.cpp
+++ b/tests/benchmark/NEON/GEMM.cpp
@@ -48,15 +48,23 @@ const auto data_types = framework::dataset::make("DataType",
#endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
DataType::F32
});
+const auto reshape_b_only_once = framework::dataset::make("ReshapeBOnlyOnce", { false, true });
} // namespace
using NEGEMMFixture = GEMMFixture<Tensor, NEGEMM, Accessor>;
TEST_SUITE(NEON)
-REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1GEMM, NEGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(datasets::GoogLeNetInceptionV1GEMMDataset(), data_types));
-REGISTER_FIXTURE_DATA_TEST_CASE(MatrixMultiplyGEMM, NEGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(datasets::MatrixMultiplyGEMMDataset(), data_types));
-REGISTER_FIXTURE_DATA_TEST_CASE(GoogleNetGEMM, NEGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(datasets::GoogleNetGEMMDataset(), data_types));
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1GEMM, NEGEMMFixture, framework::DatasetMode::ALL,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1GEMMDataset(),
+ data_types),
+ reshape_b_only_once));
+REGISTER_FIXTURE_DATA_TEST_CASE(MatrixMultiplyGEMM, NEGEMMFixture, framework::DatasetMode::ALL, framework::dataset::combine(framework::dataset::combine(datasets::MatrixMultiplyGEMMDataset(),
+ data_types),
+ reshape_b_only_once));
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogleNetGEMM, NEGEMMFixture, framework::DatasetMode::NIGHTLY, framework::dataset::combine(framework::dataset::combine(datasets::GoogleNetGEMMDataset(),
+ data_types),
+ reshape_b_only_once));
TEST_SUITE_END()
} // namespace test
diff --git a/tests/benchmark/fixtures/GEMMFixture.h b/tests/benchmark/fixtures/GEMMFixture.h
index e958d4fdde..3a308d9ada 100644
--- a/tests/benchmark/fixtures/GEMMFixture.h
+++ b/tests/benchmark/fixtures/GEMMFixture.h
@@ -40,7 +40,7 @@ class GEMMFixture : public framework::Fixture
{
public:
template <typename...>
- void setup(TensorShape shape_a, TensorShape shape_b, TensorShape shape_c, TensorShape shape_dst, float alpha, float beta, DataType data_type)
+ void setup(TensorShape shape_a, TensorShape shape_b, TensorShape shape_c, TensorShape shape_dst, float alpha, float beta, DataType data_type, bool reshape_b_only_on_first_run)
{
constexpr int fixed_point_position = 4;
@@ -51,7 +51,7 @@ public:
dst = create_tensor<TensorType>(shape_dst, data_type, 1, fixed_point_position);
// Create and configure function
- gemm.configure(&a, &b, &c, &dst, alpha, beta);
+ gemm.configure(&a, &b, &c, &dst, alpha, beta, GEMMInfo(false, false, reshape_b_only_on_first_run));
// Allocate tensors
a.allocator()->allocate();