From c6aa49b6709edada24b1ab3bc1308e0974f9e057 Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Tue, 7 Aug 2018 11:53:30 +0100 Subject: COMPMID-1344 Add grouping support to CLWeightsReshapeKernel Change-Id: Idde333308db71087ec234b3fd1eb4e36a44db46c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143049 Reviewed-by: Gian Marco Iodice Tested-by: Jenkins --- tests/validation/CL/WeightsReshape.cpp | 141 +++++++++++++++++++++++++++++++++ 1 file changed, 141 insertions(+) create mode 100644 tests/validation/CL/WeightsReshape.cpp (limited to 'tests/validation/CL/WeightsReshape.cpp') diff --git a/tests/validation/CL/WeightsReshape.cpp b/tests/validation/CL/WeightsReshape.cpp new file mode 100644 index 0000000000..6dae0c7625 --- /dev/null +++ b/tests/validation/CL/WeightsReshape.cpp @@ -0,0 +1,141 @@ +/* + * Copyright (c) 2018 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/CLWeightsReshapeKernel.h" +#include "arm_compute/core/Types.h" +#include "tests/CL/Helper.h" + +#include "tests/CL/CLAccessor.h" +#include "tests/datasets/ShapeDatasets.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/WeightsReshapeFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(CL) +TEST_SUITE(WeightsReshape) + +using CLWeightsReshape = CLSynthetizeFunction; + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(3U, 3U, 2U, 4U), 1, DataType::U8), // Unsupported data type + TensorInfo(TensorShape(3U, 3U, 2U, 4U), 1, DataType::F32), // Mismatching data type + TensorInfo(TensorShape(3U, 3U, 2U, 4U), 1, DataType::QASYMM8), // Bias not supported with QASYMM8 + TensorInfo(TensorShape(3U, 3U, 2U, 4U), 1, DataType::F32), + }), + framework::dataset::make("BiasesInfo", { TensorInfo(TensorShape(4U), 1, DataType::U8), + TensorInfo(TensorShape(4U), 1, DataType::F16), + TensorInfo(TensorShape(4U), 1, DataType::QASYMM8), + TensorInfo(TensorShape(4U), 1, DataType::F32), + })), + framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(4U, 19U), 1, DataType::U8), + TensorInfo(TensorShape(4U, 19U), 1, DataType::F16), + TensorInfo(TensorShape(4U, 19U), 1, DataType::QASYMM8), + TensorInfo(TensorShape(4U, 19U), 1, DataType::F32), + })), + framework::dataset::make("Expected", { false, false, false, true })), + input_info, biases_info, output_info, expected) +{ + bool status = bool(CLWeightsReshape::validate(&input_info, &biases_info, &output_info)); + ARM_COMPUTE_EXPECT(status == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +template +using CLWeightsReshapeFixture = WeightsReshapeValidationFixture; + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, CLWeightsReshapeFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::GroupedWeightsSmallShapes(), framework::dataset::make("DataType", + DataType::F32)), + framework::dataset::make("HasBias", { true, false })), + framework::dataset::make("NumGroups", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLWeightsReshapeFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::GroupedWeightsLargeShapes(), framework::dataset::make("DataType", + DataType::F32)), + framework::dataset::make("HasBias", { true, false })), + framework::dataset::make("NumGroups", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() + +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLWeightsReshapeFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::GroupedWeightsSmallShapes(), framework::dataset::make("DataType", + DataType::F16)), + framework::dataset::make("HasBias", { true, false })), + framework::dataset::make("NumGroups", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLWeightsReshapeFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::GroupedWeightsLargeShapes(), framework::dataset::make("DataType", + DataType::F16)), + framework::dataset::make("HasBias", { true, false })), + framework::dataset::make("NumGroups", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() + +TEST_SUITE_END() + +TEST_SUITE(QASYMM8) +FIXTURE_DATA_TEST_CASE(RunSmall, CLWeightsReshapeFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::GroupedWeightsSmallShapes(), framework::dataset::make("DataType", + DataType::QASYMM8)), + framework::dataset::make("HasBias", { false })), + framework::dataset::make("NumGroups", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLWeightsReshapeFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::GroupedWeightsLargeShapes(), framework::dataset::make("DataType", + DataType::QASYMM8)), + framework::dataset::make("HasBias", { false })), + framework::dataset::make("NumGroups", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference); +} +TEST_SUITE_END() + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1