135 lines
6.8 KiB
C++
135 lines
6.8 KiB
C++
/*
|
|
* Copyright (c) 2018-2020 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/Types.h"
|
|
#include "arm_compute/runtime/CL/CLTensor.h"
|
|
#include "arm_compute/runtime/CL/CLTensorAllocator.h"
|
|
#include "arm_compute/runtime/CL/functions/CLConvertFullyConnectedWeights.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/ConvertFullyConnectedWeightsFixture.h"
|
|
|
|
namespace arm_compute
|
|
{
|
|
namespace test
|
|
{
|
|
namespace validation
|
|
{
|
|
namespace
|
|
{
|
|
auto params = combine(framework::dataset::make("WeightsWidth", { 16, 32, 64 }), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }));
|
|
} // namespace
|
|
|
|
TEST_SUITE(CL)
|
|
TEST_SUITE(ConvertFullyConnectedWeights)
|
|
|
|
// *INDENT-OFF*
|
|
// clang-format off
|
|
DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
|
|
framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Mismatching data types
|
|
TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), // Valid
|
|
TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Mismatching shapes
|
|
TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Wrong DataLayout
|
|
}),
|
|
framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 42U), 1, DataType::F16),
|
|
TensorInfo(TensorShape(32U, 42U), 1, DataType::F32),
|
|
TensorInfo(TensorShape(32U, 42U), 1, DataType::F32),
|
|
TensorInfo(TensorShape(32U, 42U), 1, DataType::F32),
|
|
})),
|
|
framework::dataset::make("OriginalInput", { TensorShape(7U, 3U, 2U),
|
|
TensorShape(7U, 3U, 2U),
|
|
TensorShape(7U, 3U, 2U),
|
|
TensorShape(7U, 3U, 2U),
|
|
})),
|
|
framework::dataset::make("DataLayout", { DataLayout::NCHW,
|
|
DataLayout::NCHW,
|
|
DataLayout::NCHW,
|
|
DataLayout::UNKNOWN,
|
|
})),
|
|
framework::dataset::make("Expected", { false, true, false, false})),
|
|
input_info, output_info, original_input_shape, data_layout, expected)
|
|
{
|
|
bool is_valid = bool(CLConvertFullyConnectedWeights::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), original_input_shape, data_layout));
|
|
ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS);
|
|
}
|
|
// clang-format on
|
|
// *INDENT-ON*
|
|
template <typename T>
|
|
using CLConvertFullyConnectedWeightsFixture = ConvertFullyConnectedWeightsValidationFixture<CLTensor, CLAccessor, CLConvertFullyConnectedWeights, T>;
|
|
|
|
TEST_SUITE(FP32)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, CLConvertFullyConnectedWeightsFixture<float>, framework::DatasetMode::ALL, combine(datasets::Tiny3DShapes(), combine(params, framework::dataset::make("DataType",
|
|
DataType::F32))))
|
|
{
|
|
// Validate output
|
|
validate(CLAccessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, CLConvertFullyConnectedWeightsFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, framework::dataset::make("DataType",
|
|
DataType::F32))))
|
|
{
|
|
// Validate output
|
|
validate(CLAccessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END()
|
|
|
|
TEST_SUITE(FP16)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, CLConvertFullyConnectedWeightsFixture<half>, framework::DatasetMode::ALL, combine(datasets::Tiny3DShapes(), combine(params, framework::dataset::make("DataType",
|
|
DataType::F16))))
|
|
{
|
|
// Validate output
|
|
validate(CLAccessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, CLConvertFullyConnectedWeightsFixture<half>, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, framework::dataset::make("DataType",
|
|
DataType::F16))))
|
|
{
|
|
// Validate output
|
|
validate(CLAccessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END()
|
|
|
|
TEST_SUITE(QASYMM8)
|
|
FIXTURE_DATA_TEST_CASE(RunSmall, CLConvertFullyConnectedWeightsFixture<uint8_t>, framework::DatasetMode::ALL, combine(datasets::Tiny3DShapes(), combine(params, framework::dataset::make("DataType",
|
|
DataType::QASYMM8))))
|
|
{
|
|
// Validate output
|
|
validate(CLAccessor(_target), _reference);
|
|
}
|
|
FIXTURE_DATA_TEST_CASE(RunLarge, CLConvertFullyConnectedWeightsFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params,
|
|
framework::dataset::make("DataType",
|
|
DataType::QASYMM8))))
|
|
{
|
|
// Validate output
|
|
validate(CLAccessor(_target), _reference);
|
|
}
|
|
TEST_SUITE_END()
|
|
|
|
TEST_SUITE_END()
|
|
TEST_SUITE_END()
|
|
} // namespace validation
|
|
} // namespace test
|
|
} // namespace arm_compute
|