diff options
Diffstat (limited to 'tests/validation/CL/GEMM.cpp')
| -rw-r--r-- | tests/validation/CL/GEMM.cpp | 52 |
1 files changed, 50 insertions, 2 deletions
diff --git a/tests/validation/CL/GEMM.cpp b/tests/validation/CL/GEMM.cpp index 838920c29d..16ca14f1d6 100644 --- a/tests/validation/CL/GEMM.cpp +++ b/tests/validation/CL/GEMM.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2020 Arm Limited. + * Copyright (c) 2017-2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -62,6 +62,29 @@ const auto CNNDataTypes = framework::dataset::make("DataType", TEST_SUITE(CL) TEST_SUITE(GEMM) +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( + framework::dataset::make("LhsInfo", { TensorInfo(TensorShape(27U, 13U), 1, DataType::S32), // Unsupported data type + TensorInfo(TensorShape(27U, 13U), 1, DataType::F32), + }), + framework::dataset::make("RhsInfo",{ TensorInfo(TensorShape(8U, 27U), 1, DataType::S32), + TensorInfo(TensorShape(8U, 27U), 1, DataType::F32), + })), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(8U, 13U), 1, DataType::S32), + TensorInfo(TensorShape(8U, 13U), 1, DataType::F32), + })), + framework::dataset::make("Expected", { false, true })), + lhs_info, rhs_info, output_info, expected) +{ + constexpr float alpha = 1.0; + constexpr float beta = 0.0; + const auto gemm_info = GEMMInfo(); + bool is_valid = bool(CLGEMM::validate(&lhs_info.clone()->set_is_resizable(true), &rhs_info.clone()->set_is_resizable(true), nullptr, &output_info.clone()->set_is_resizable(true), alpha, beta, gemm_info)); + ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* template <typename T> using CLGEMMFixture = GEMMValidationFixture<CLTensor, CLAccessor, CLGEMM, T>; @@ -71,6 +94,9 @@ using CLGEMMOutput3DFixture = GEMMValidationFixture<CLTensor, CLAccessor, CLGEMM template <typename T> using CLGEMMInputOutput3DFixture = GEMMValidationFixture<CLTensor, CLAccessor, CLGEMM, T, false, true, true>; +template <typename T> +using CLBatchedMatMulFixture = GEMMValidationFixture<CLTensor, CLAccessor, CLGEMM, T, true, false, false, false, false, true>; + TEST_SUITE(Float) TEST_SUITE(FP16) FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallGEMMDataset(), @@ -181,10 +207,32 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMOutput3DFixture<half>, framework::Dataset validate(CLAccessor(_target), _reference, tolerance_f16, tolerance_num); } TEST_SUITE_END() // FP16 - TEST_SUITE_END() // Float TEST_SUITE_END() // OUTPUT_3D +TEST_SUITE(BATCHED_MATMUL) + +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchedMatMulFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallBatchedMatMulDataset(), + framework::dataset::make("ReshapeWeights", { false })), + framework::dataset::make("DataType", DataType::F32))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32, tolerance_num); +} +TEST_SUITE_END() + +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLBatchedMatMulFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallBatchedMatMulDataset(), + framework::dataset::make("ReshapeWeights", { false })), + framework::dataset::make("DataType", DataType::F16))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16, tolerance_num); +} +TEST_SUITE_END() +TEST_SUITE_END() // BATCHED_MATMUL + TEST_SUITE_END() // GEMM TEST_SUITE_END() // CL } // namespace validation |