From e7510622419a63315e5ad5ed7de61a2ce4bd0b49 Mon Sep 17 00:00:00 2001 From: Gian Marco Iodice Date: Mon, 3 Jun 2019 17:28:17 +0100 Subject: COMPMID-2094: Implement CLGEMMLowpNative Change-Id: I2a80eec28baf9e83bfc67a930e2a140642e0b09e Signed-off-by: Gian Marco Iodice Reviewed-on: https://review.mlplatform.org/c/1285 Reviewed-by: Giuseppe Rossini Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins --- .../validation/CL/GEMMLowpMatrixMultiplyNative.cpp | 152 +++++++++++++++++++++ 1 file changed, 152 insertions(+) create mode 100644 tests/validation/CL/GEMMLowpMatrixMultiplyNative.cpp (limited to 'tests/validation/CL') diff --git a/tests/validation/CL/GEMMLowpMatrixMultiplyNative.cpp b/tests/validation/CL/GEMMLowpMatrixMultiplyNative.cpp new file mode 100644 index 0000000000..1fc8cc47c4 --- /dev/null +++ b/tests/validation/CL/GEMMLowpMatrixMultiplyNative.cpp @@ -0,0 +1,152 @@ +/* + * Copyright (c) 2019 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/CL/kernels/CLGEMMLowpMatrixMultiplyNativeKernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "tests/CL/CLAccessor.h" +#include "tests/CL/Helper.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/GEMMLowpFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +using namespace arm_compute::misc::shape_calculator; + +// Create function for CLGEMMMatrixMultiplyNativeKernel +using CLGEMMLowpMatrixMultiplyNative = CLSynthetizeFunction; + +// Fixture for CLGEMMLowpMatrixMultiplyNative +using CLGEMMLowpMatrixMultiplyNativeFixture = GEMMLowpMatrixMultiplyNativeValidationFixture; + +// Fixture for CLGEMMMatrixMultiplyNative3D +using CLGEMMLowpMatrixMultiplyNative3DFixture = GEMMLowpMatrixMultiplyNative3DValidationFixture; + +namespace +{ +// *INDENT-OFF* +// clang-format off +/** M values to test */ +const auto m_values = framework::dataset::make("M", 37); + +/** M_W values to test */ +const auto m_w_values = framework::dataset::make("M_W", 5); + +/** M_H values to test */ +const auto m_h_values = framework::dataset::make("M_H", 7); + +/** N values to test */ +const auto n_values = framework::dataset::make("N", 51); + +/** K values to test */ +const auto k_values = framework::dataset::make("K", 23); + +/** Batch size values to test */ +const auto b_values = framework::dataset::make("batch_size", 1, 3); + +/** M0 values to test - Precommit */ +const auto m0_values_precommit = framework::dataset::make("M0", {4, 6}); + +/** N0 values to test - Precommit */ +const auto n0_values_precommit = framework::dataset::make("N0", { 2, 4 }); + +/** K0 values to test - Precommit */ +const auto k0_values_precommit = framework::dataset::make("K0", { 4 }); + +/** M0 values to test - Nightly */ +const auto m0_values_nightly = framework::dataset::make("M0", 2, 7); + +/** N0 values to test - Nightly */ +const auto n0_values_nightly = framework::dataset::make("N0", { 2, 3, 4, 8 }); + +/** K0 values to test - Nightly */ +const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8 }); +} // namespace + +TEST_SUITE(CL) +TEST_SUITE(GEMMLowpMatrixMultiplyNative) +FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyNativeFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(m_values, + n_values), + k_values), + b_values), + m0_values_precommit), + n0_values_precommit), + k0_values_precommit)) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMLowpMatrixMultiplyNativeFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(m_values, + n_values), + k_values), + b_values), + m0_values_nightly), + n0_values_nightly), + k0_values_nightly)) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyNative3DFixture, framework::DatasetMode::ALL, + combine(combine(combine(combine(combine(combine(combine(m_w_values, + m_h_values), + n_values), + k_values), + b_values), + m0_values_precommit), + n0_values_precommit), + k0_values_precommit)) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} + +FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMLowpMatrixMultiplyNative3DFixture, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(combine(m_w_values, + m_h_values), + n_values), + k_values), + b_values), + m0_values_nightly), + n0_values_nightly), + k0_values_nightly)) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() // GEMMLowpMatrixMultiplyNative +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1