diff options
Diffstat (limited to 'tests/validation/GLES_COMPUTE/BatchNormalizationLayer.cpp')
| -rw-r--r-- | tests/validation/GLES_COMPUTE/BatchNormalizationLayer.cpp | 123 |
1 files changed, 0 insertions, 123 deletions
diff --git a/tests/validation/GLES_COMPUTE/BatchNormalizationLayer.cpp b/tests/validation/GLES_COMPUTE/BatchNormalizationLayer.cpp deleted file mode 100644 index d08459d20d..0000000000 --- a/tests/validation/GLES_COMPUTE/BatchNormalizationLayer.cpp +++ /dev/null @@ -1,123 +0,0 @@ -/* - * Copyright (c) 2017-2019 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/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/GCBatchNormalizationLayer.h" -#include "tests/GLES_COMPUTE/GCAccessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets/RandomBatchNormalizationLayerDataset.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/Helpers.h" -#include "tests/validation/Validation.h" -#include "tests/validation/fixtures/BatchNormalizationLayerFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -constexpr AbsoluteTolerance<float> tolerance_f(0.00001f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ -constexpr AbsoluteTolerance<float> tolerance_f16(0.01f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */ -const auto act_infos = framework::dataset::make("ActivationInfo", -{ - ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), - ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 6.f), - ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, 8.f, 2.f), -}); - -const auto data_GB = combine(framework::dataset::make("UseGamma", { false, true }), - framework::dataset::make("UseBeta", { false, true })); -const auto data_f16 = combine(combine(combine(data_GB, act_infos), framework::dataset::make("DataType", DataType::F16)), - framework::dataset::make("DataLayout", { DataLayout::NCHW })); -const auto data_f32 = combine(combine(combine(data_GB, act_infos), framework::dataset::make("DataType", DataType::F32)), - framework::dataset::make("DataLayout", { DataLayout::NCHW })); -} // namespace - -TEST_SUITE(GC) -TEST_SUITE(BatchNormalizationLayer) - -template <typename T> -using GCBatchNormalizationLayerFixture = BatchNormalizationLayerValidationFixture<GCTensor, GCAccessor, GCBatchNormalizationLayer, T>; - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallRandomBatchNormalizationLayerDataset(), - data_GB), - framework::dataset::make("DataType", { DataType::F32 })), - framework::dataset::make("DataLayout", { DataLayout::NCHW })), - shape0, shape1, epsilon, use_beta, use_gamma, dt, data_layout) -{ - TensorShape src_dst_shapes = shape0; - if(data_layout == DataLayout::NHWC) - { - permute(src_dst_shapes, PermutationVector(2U, 0U, 1U)); - } - - // Create tensors - GCTensor src = create_tensor<GCTensor>(src_dst_shapes, dt, 1, QuantizationInfo(), data_layout); - GCTensor dst = create_tensor<GCTensor>(src_dst_shapes, dt, 1, QuantizationInfo(), data_layout); - GCTensor mean = create_tensor<GCTensor>(shape1, dt, 1); - GCTensor var = create_tensor<GCTensor>(shape1, dt, 1); - GCTensor beta = create_tensor<GCTensor>(shape1, dt, 1); - GCTensor gamma = create_tensor<GCTensor>(shape1, dt, 1); - - // Create and Configure function - GCBatchNormalizationLayer norm; - GCTensor *beta_ptr = use_beta ? &beta : nullptr; - GCTensor *gamma_ptr = use_gamma ? &gamma : nullptr; - norm.configure(&src, &dst, &mean, &var, beta_ptr, gamma_ptr, epsilon); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(src_dst_shapes); - validate(dst.info()->valid_region(), valid_region); -} - -TEST_SUITE(Float) -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(Random, GCBatchNormalizationLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallRandomBatchNormalizationLayerDataset(), data_f16)) -{ - // Validate output - validate(GCAccessor(_target), _reference, tolerance_f16, 0); -} -TEST_SUITE_END() - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(Random, GCBatchNormalizationLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::LargeRandomBatchNormalizationLayerDataset(), data_f32)) -{ - // Validate output - validate(GCAccessor(_target), _reference, tolerance_f, 0); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute |