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Diffstat (limited to 'tests/validation/GLES_COMPUTE/FullyConnectedLayer.cpp')
| -rw-r--r-- | tests/validation/GLES_COMPUTE/FullyConnectedLayer.cpp | 151 |
1 files changed, 0 insertions, 151 deletions
diff --git a/tests/validation/GLES_COMPUTE/FullyConnectedLayer.cpp b/tests/validation/GLES_COMPUTE/FullyConnectedLayer.cpp deleted file mode 100644 index 1ef2fb9559..0000000000 --- a/tests/validation/GLES_COMPUTE/FullyConnectedLayer.cpp +++ /dev/null @@ -1,151 +0,0 @@ -/* - * Copyright (c) 2017-2020 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/GLES_COMPUTE/GCTensor.h" -#include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h" -#include "arm_compute/runtime/GLES_COMPUTE/functions/GCFullyConnectedLayer.h" -#include "tests/GLES_COMPUTE/GCAccessor.h" -#include "tests/GLES_COMPUTE/Helper.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets/FullyConnectedLayerDataset.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/FullyConnectedLayerFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for float operations */ -constexpr RelativeTolerance<float> rel_tolerance_f32(0.05f); -constexpr AbsoluteTolerance<float> abs_tolerance_f32(0.0001f); -RelativeTolerance<half_float::half> tolerance_f16(half(0.2)); -constexpr float tolerance_num = 0.07f; /**< Tolerance number */ - -/** CNN data types */ -const auto CNNDataTypes = framework::dataset::make("DataType", -{ - DataType::F16, - DataType::F32, -}); - -const auto FullyConnectedParameters = combine(framework::dataset::make("TransposeWeights", { false, true }), framework::dataset::make("ReshapeWeights", { false, true })); -const auto ActivationFunctionsDataset = framework::dataset::make("ActivationInfo", ActivationLayerInfo()); -} // namespace - -TEST_SUITE(GC) -TEST_SUITE(FullyConnectedLayer) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallFullyConnectedLayerDataset(), datasets::LargeFullyConnectedLayerDataset()), - FullyConnectedParameters), - CNNDataTypes), - src_shape, weights_shape, bias_shape, dst_shape, transpose_weights, reshape_weights, data_type) -{ - TensorShape ws(weights_shape); - - // Transpose weights if not done in the function - if(!reshape_weights || !transpose_weights) - { - const size_t shape_x = ws.x(); - ws.set(0, ws.y()); - ws.set(1, shape_x); - } - - // Create tensors - GCTensor src = create_tensor<GCTensor>(src_shape, data_type, 1); - GCTensor weights = create_tensor<GCTensor>(ws, data_type, 1); - GCTensor bias = create_tensor<GCTensor>(bias_shape, data_type, 1); - GCTensor dst = create_tensor<GCTensor>(dst_shape, data_type, 1); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(weights.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(bias.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create Fully Connected layer info - FullyConnectedLayerInfo fc_info; - fc_info.transpose_weights = transpose_weights; - fc_info.are_weights_reshaped = !reshape_weights; - - // Create and configure function. - GCFullyConnectedLayer fc; - fc.configure(&src, &weights, &bias, &dst, fc_info); - - // Validate valid region - const ValidRegion dst_valid_region = shape_to_valid_region(dst_shape); - validate(dst.info()->valid_region(), dst_valid_region); -} - -template <typename T> -using GCFullyConnectedLayerFixture = FullyConnectedLayerValidationFixture<GCTensor, GCAccessor, GCFullyConnectedLayer, T>; - -TEST_SUITE(Float) -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, GCFullyConnectedLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F16)), - ActivationFunctionsDataset)) -{ - // Validate output - validate(GCAccessor(_target), _reference, tolerance_f16, tolerance_num); -} -FIXTURE_DATA_TEST_CASE(RunLarge, GCFullyConnectedLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F16)), - ActivationFunctionsDataset)) -{ - // Validate output - validate(GCAccessor(_target), _reference, tolerance_f16, tolerance_num); -} -TEST_SUITE_END() - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, GCFullyConnectedLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallFullyConnectedLayerDataset(), FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F32)), - ActivationFunctionsDataset)) -{ - // Validate output - validate(GCAccessor(_target), _reference, rel_tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, GCFullyConnectedLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeFullyConnectedLayerDataset(), FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F32)), - ActivationFunctionsDataset)) -{ - // Validate output - validate(GCAccessor(_target), _reference, rel_tolerance_f32, 0, abs_tolerance_f32); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute |