From 70e890e45c4adc69963240b0ca8c2016566d8c18 Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Mon, 5 Aug 2019 14:00:35 +0100 Subject: COMPMID-2541 Remove DepthwiseSeparableConvolutionLayer for NEON/CL Change-Id: I16750617fa9e1e97c6e3671e69965dcf3f4a086f Signed-off-by: Giorgio Arena Reviewed-on: https://review.mlplatform.org/c/1748 Reviewed-by: Michele Di Giorgio Tested-by: Arm Jenkins --- .../CL/DepthwiseSeparableConvolutionLayer.cpp | 54 ------- .../DepthwiseSeparableConvolutionLayerFixture.h | 111 -------------- .../DepthwiseSeparableConvolutionLayerDataset.h | 159 --------------------- ...eNetDepthwiseSeparableConvolutionLayerDataset.h | 52 ------- .../CL/DepthwiseSeparableConvolutionLayer.cpp | 66 --------- .../NEON/DepthwiseSeparableConvolutionLayer.cpp | 66 --------- .../DepthwiseSeparableConvolutionLayerFixture.h | 154 -------------------- .../DepthwiseSeparableConvolutionLayer.cpp | 62 -------- 8 files changed, 724 deletions(-) delete mode 100644 tests/benchmark/CL/DepthwiseSeparableConvolutionLayer.cpp delete mode 100644 tests/benchmark/fixtures/DepthwiseSeparableConvolutionLayerFixture.h delete mode 100644 tests/datasets/DepthwiseSeparableConvolutionLayerDataset.h delete mode 100644 tests/datasets/system_tests/mobilenet/MobileNetDepthwiseSeparableConvolutionLayerDataset.h delete mode 100644 tests/validation/CL/DepthwiseSeparableConvolutionLayer.cpp delete mode 100644 tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp delete mode 100644 tests/validation/fixtures/DepthwiseSeparableConvolutionLayerFixture.h delete mode 100644 tests/validation/reference/DepthwiseSeparableConvolutionLayer.cpp (limited to 'tests') diff --git a/tests/benchmark/CL/DepthwiseSeparableConvolutionLayer.cpp b/tests/benchmark/CL/DepthwiseSeparableConvolutionLayer.cpp deleted file mode 100644 index 17ac41decc..0000000000 --- a/tests/benchmark/CL/DepthwiseSeparableConvolutionLayer.cpp +++ /dev/null @@ -1,54 +0,0 @@ -/* - * Copyright (c) 2017-2018 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/TensorShape.h" -#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/CLDepthwiseSeparableConvolutionLayer.h" -#include "tests/CL/CLAccessor.h" -#include "tests/benchmark/fixtures/DepthwiseSeparableConvolutionLayerFixture.h" -#include "tests/datasets/system_tests/mobilenet/MobileNetDepthwiseSeparableConvolutionLayerDataset.h" -#include "tests/framework/Macros.h" -#include "tests/framework/datasets/Datasets.h" -#include "utils/TypePrinter.h" - -namespace arm_compute -{ -namespace test -{ -namespace benchmark -{ -const auto data_types = framework::dataset::make("DataType", { DataType::F32 }); -using CLDepthwiseSeparableConvolutionLayerFixture = DepthwiseSeparableConvolutionLayerFixture; - -TEST_SUITE(CL) - -REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetDepthwiseSeparableConvolutionLayer, CLDepthwiseSeparableConvolutionLayerFixture, framework::DatasetMode::ALL, - framework::dataset::combine(framework::dataset::combine(datasets::MobileNetDepthwiseSeparableConvolutionLayerDataset(), data_types), - framework::dataset::make("Batches", { 1 }))); - -TEST_SUITE_END() -} // namespace benchmark -} // namespace test -} // namespace arm_compute diff --git a/tests/benchmark/fixtures/DepthwiseSeparableConvolutionLayerFixture.h b/tests/benchmark/fixtures/DepthwiseSeparableConvolutionLayerFixture.h deleted file mode 100644 index 927bb4d64d..0000000000 --- a/tests/benchmark/fixtures/DepthwiseSeparableConvolutionLayerFixture.h +++ /dev/null @@ -1,111 +0,0 @@ -/* - * Copyright (c) 2017-2018 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. - */ -#ifndef ARM_COMPUTE_TEST_DEPTHWISESEPARABLECONVOLUTIONLAYERFIXTURE -#define ARM_COMPUTE_TEST_DEPTHWISESEPARABLECONVOLUTIONLAYERFIXTURE - -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/Types.h" -#include "tests/Globals.h" -#include "tests/Utils.h" -#include "tests/framework/Fixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace benchmark -{ -/** Fixture that can be used for NEON and CL */ -template -class DepthwiseSeparableConvolutionLayerFixture : public framework::Fixture -{ -public: - template - void setup(TensorShape src_shape, TensorShape depthwise_weights_shape, TensorShape depthwise_biases_shape, TensorShape depthwise_out_shape, TensorShape pointwise_weights_shape, - TensorShape pointwise_biases_shape, TensorShape dst_shape, - PadStrideInfo pad_stride_depthwise_info, PadStrideInfo pad_stride_pointwise_info, DataType data_type, int batches) - { - // Set batched in source and destination shapes - - src_shape.set(3 /* batch */, batches); - depthwise_out_shape.set(3 /* batch */, batches); - dst_shape.set(3 /* batch */, batches); - - src = create_tensor(src_shape, data_type, 1); - depthwise_weights = create_tensor(depthwise_weights_shape, data_type, 1); - depthwise_biases = create_tensor(depthwise_biases_shape, data_type, 1); - depthwise_out = create_tensor(depthwise_out_shape, data_type, 1); - pointwise_weights = create_tensor(pointwise_weights_shape, data_type, 1); - pointwise_biases = create_tensor(pointwise_biases_shape, data_type, 1); - dst = create_tensor(dst_shape, data_type, 1); - - // Create and configure function - depth_sep_conv_layer.configure(&src, &depthwise_weights, &depthwise_biases, &depthwise_out, &pointwise_weights, &pointwise_biases, &dst, pad_stride_depthwise_info, pad_stride_pointwise_info); - - // Allocate tensors - src.allocator()->allocate(); - depthwise_weights.allocator()->allocate(); - depthwise_biases.allocator()->allocate(); - depthwise_out.allocator()->allocate(); - pointwise_weights.allocator()->allocate(); - pointwise_biases.allocator()->allocate(); - dst.allocator()->allocate(); - } - - void run() - { - depth_sep_conv_layer.run(); - } - - void sync() - { - sync_if_necessary(); - sync_tensor_if_necessary(dst); - } - - void teardown() - { - src.allocator()->free(); - depthwise_weights.allocator()->free(); - depthwise_biases.allocator()->free(); - depthwise_out.allocator()->free(); - pointwise_weights.allocator()->free(); - pointwise_biases.allocator()->free(); - dst.allocator()->free(); - } - -private: - TensorType src{}; - TensorType depthwise_weights{}; - TensorType depthwise_biases{}; - TensorType depthwise_out{}; - TensorType pointwise_weights{}; - TensorType pointwise_biases{}; - TensorType dst{}; - Function depth_sep_conv_layer{}; -}; -} // namespace benchmark -} // namespace test -} // namespace arm_compute -#endif /* ARM_COMPUTE_TEST_DEPTHWISESEPARABLECONVOLUTIONLAYERFIXTURE */ diff --git a/tests/datasets/DepthwiseSeparableConvolutionLayerDataset.h b/tests/datasets/DepthwiseSeparableConvolutionLayerDataset.h deleted file mode 100644 index efc0cbd27e..0000000000 --- a/tests/datasets/DepthwiseSeparableConvolutionLayerDataset.h +++ /dev/null @@ -1,159 +0,0 @@ -/* - * Copyright (c) 2017 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. - */ -#ifndef ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET -#define ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET - -#include "utils/TypePrinter.h" - -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/Types.h" - -namespace arm_compute -{ -namespace test -{ -namespace datasets -{ -class DepthwiseSeparableConvolutionLayerDataset -{ -public: - using type = std::tuple; - - struct iterator - { - iterator(std::vector::const_iterator src_it, - std::vector::const_iterator filter_it, - std::vector::const_iterator filter_biases_it, - std::vector::const_iterator depthwise_out_it, - std::vector::const_iterator weights_it, - std::vector::const_iterator biases_it, - std::vector::const_iterator dst_it, - std::vector::const_iterator depthwise_infos_it, - std::vector::const_iterator pointwise_infos_it) - : _src_it{ std::move(src_it) }, - _filter_it{ std::move(filter_it) }, - _filter_biases_it{ std::move(filter_biases_it) }, - _depthwise_out_it{ std::move(depthwise_out_it) }, - _weights_it{ std::move(weights_it) }, - _biases_it{ std::move(biases_it) }, - _dst_it{ std::move(dst_it) }, - _depthwise_infos_it{ std::move(depthwise_infos_it) }, - _pointwise_infos_it{ std::move(pointwise_infos_it) } - { - } - - std::string description() const - { - std::stringstream description; - description << "In=" << *_src_it << ":"; - description << "Filter=" << *_filter_it << ":"; - description << "FilterBiases=" << *_filter_biases_it << ":"; - description << "DepthwiseOut=" << *_depthwise_out_it << ":"; - description << "Weights=" << *_weights_it << ":"; - description << "Biases=" << *_biases_it << ":"; - description << "Out=" << *_dst_it << ":"; - description << "DepthwiseInfo=" << *_depthwise_infos_it << ":"; - description << "PointwiseInfo=" << *_pointwise_infos_it; - return description.str(); - } - - DepthwiseSeparableConvolutionLayerDataset::type operator*() const - { - return std::make_tuple(*_src_it, *_filter_it, *_filter_biases_it, *_depthwise_out_it, *_weights_it, *_biases_it, *_dst_it, *_depthwise_infos_it, *_pointwise_infos_it); - } - - iterator &operator++() - { - ++_src_it; - ++_filter_it; - ++_filter_biases_it; - ++_depthwise_out_it; - ++_weights_it; - ++_biases_it; - ++_dst_it; - ++_depthwise_infos_it; - ++_pointwise_infos_it; - - return *this; - } - - private: - std::vector::const_iterator _src_it; - std::vector::const_iterator _filter_it; - std::vector::const_iterator _filter_biases_it; - std::vector::const_iterator _depthwise_out_it; - std::vector::const_iterator _weights_it; - std::vector::const_iterator _biases_it; - std::vector::const_iterator _dst_it; - std::vector::const_iterator _depthwise_infos_it; - std::vector::const_iterator _pointwise_infos_it; - }; - - iterator begin() const - { - return iterator(_src_shapes.begin(), _filter_shapes.begin(), _filter_biases_shapes.begin(), _depthwise_out_shapes.begin(), _weight_shapes.begin(), _bias_shapes.begin(), _dst_shapes.begin(), - _depthwise_infos.begin(), - _pointwise_infos.begin()); - } - - int size() const - { - return std::min(_src_shapes.size(), std::min(_filter_shapes.size(), std::min(_filter_biases_shapes.size(), std::min(_depthwise_out_shapes.size(), std::min(_weight_shapes.size(), - std::min(_bias_shapes.size(), std::min(_dst_shapes.size(), - std::min(_depthwise_infos.size(), _pointwise_infos.size())))))))); - } - - void add_config(TensorShape src, TensorShape filter, TensorShape filter_bias, TensorShape depthwise_out, TensorShape weights, TensorShape biases, TensorShape dst, PadStrideInfo depthwise_info, - PadStrideInfo pointwise_info) - { - _src_shapes.emplace_back(std::move(src)); - _filter_shapes.emplace_back(std::move(filter)); - _filter_biases_shapes.emplace_back(std::move(filter_bias)); - _depthwise_out_shapes.emplace_back(std::move(depthwise_out)); - _weight_shapes.emplace_back(std::move(weights)); - _bias_shapes.emplace_back(std::move(biases)); - _dst_shapes.emplace_back(std::move(dst)); - _depthwise_infos.emplace_back(std::move(depthwise_info)); - _pointwise_infos.emplace_back(std::move(pointwise_info)); - } - -protected: - DepthwiseSeparableConvolutionLayerDataset() = default; - DepthwiseSeparableConvolutionLayerDataset(DepthwiseSeparableConvolutionLayerDataset &&) = default; - -private: - std::vector _src_shapes{}; - std::vector _filter_shapes{}; - std::vector _filter_biases_shapes{}; - std::vector _depthwise_out_shapes{}; - std::vector _weight_shapes{}; - std::vector _bias_shapes{}; - std::vector _dst_shapes{}; - std::vector _depthwise_infos{}; - std::vector _pointwise_infos{}; -}; -} // namespace datasets -} // namespace test -} // namespace arm_compute -#endif /* ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET */ diff --git a/tests/datasets/system_tests/mobilenet/MobileNetDepthwiseSeparableConvolutionLayerDataset.h b/tests/datasets/system_tests/mobilenet/MobileNetDepthwiseSeparableConvolutionLayerDataset.h deleted file mode 100644 index 1b4be253c1..0000000000 --- a/tests/datasets/system_tests/mobilenet/MobileNetDepthwiseSeparableConvolutionLayerDataset.h +++ /dev/null @@ -1,52 +0,0 @@ -/* - * Copyright (c) 2017, 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. - */ -#ifndef ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET -#define ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET - -#include "tests/datasets/DepthwiseSeparableConvolutionLayerDataset.h" - -#include "utils/TypePrinter.h" - -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/Types.h" - -namespace arm_compute -{ -namespace test -{ -namespace datasets -{ -class MobileNetDepthwiseSeparableConvolutionLayerDataset final : public DepthwiseSeparableConvolutionLayerDataset -{ -public: - MobileNetDepthwiseSeparableConvolutionLayerDataset() - { - add_config(TensorShape(14U, 14U, 512U), TensorShape(3U, 3U, 512U), TensorShape(512U), TensorShape(14U, 14U, 512U), TensorShape(1U, 1U, 512U, 512U), TensorShape(512U), TensorShape(14U, 14U, 512U), - PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::FLOOR), PadStrideInfo(1, 1, 0, 0, DimensionRoundingType::FLOOR)); - } -}; -} // namespace datasets -} // namespace test -} // namespace arm_compute -#endif /* ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_DATASET */ diff --git a/tests/validation/CL/DepthwiseSeparableConvolutionLayer.cpp b/tests/validation/CL/DepthwiseSeparableConvolutionLayer.cpp deleted file mode 100644 index 43968f7e91..0000000000 --- a/tests/validation/CL/DepthwiseSeparableConvolutionLayer.cpp +++ /dev/null @@ -1,66 +0,0 @@ -/* - * Copyright (c) 2017, 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 CONCLCTION 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/CLDepthwiseSeparableConvolutionLayer.h" -#include "tests/CL/CLAccessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets/system_tests/mobilenet/MobileNetDepthwiseSeparableConvolutionLayerDataset.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/DepthwiseSeparableConvolutionLayerFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -RelativeTolerance tolerance_f32(0.1f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ -const float tolerance_num = 0.001f; -} // namespace - -TEST_SUITE(CL) -TEST_SUITE(DepthwiseSeparableConvolutionLayer) - -// Configuration test to do - -template -using CLDepthwiseSeparableConvolutionLayerFixture = DepthwiseSeparableConvolutionValidationFixture; - -FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthwiseSeparableConvolutionLayerFixture, framework::DatasetMode::PRECOMMIT, datasets::MobileNetDepthwiseSeparableConvolutionLayerDataset()) -{ - // Validate output - validate(CLAccessor(_target), _reference, tolerance_f32, tolerance_num); -} -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp b/tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp deleted file mode 100644 index 9816a0db12..0000000000 --- a/tests/validation/NEON/DepthwiseSeparableConvolutionLayer.cpp +++ /dev/null @@ -1,66 +0,0 @@ -/* - * Copyright (c) 2017, 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 CONCLCTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - */ -#include "arm_compute/core/Types.h" -#include "arm_compute/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets/system_tests/mobilenet/MobileNetDepthwiseSeparableConvolutionLayerDataset.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/DepthwiseSeparableConvolutionLayerFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -RelativeTolerance tolerance_f32(0.1f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ -const float tolerance_num = 0.001f; -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(DepthwiseSeparableConvolutionLayer) - -// Configuration test to do - -template -using NEDepthwiseSeparableConvolutionLayerFixture = DepthwiseSeparableConvolutionValidationFixture; - -FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthwiseSeparableConvolutionLayerFixture, framework::DatasetMode::PRECOMMIT, datasets::MobileNetDepthwiseSeparableConvolutionLayerDataset()) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32, tolerance_num); -} -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation/fixtures/DepthwiseSeparableConvolutionLayerFixture.h b/tests/validation/fixtures/DepthwiseSeparableConvolutionLayerFixture.h deleted file mode 100644 index 8bce60caf2..0000000000 --- a/tests/validation/fixtures/DepthwiseSeparableConvolutionLayerFixture.h +++ /dev/null @@ -1,154 +0,0 @@ -/* - * Copyright (c) 2017 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. - */ -#ifndef ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_FIXTURE -#define ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_FIXTURE - -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/Types.h" -#include "tests/AssetsLibrary.h" -#include "tests/Globals.h" -#include "tests/IAccessor.h" -#include "tests/framework/Asserts.h" -#include "tests/framework/Fixture.h" -#include "tests/validation/Helpers.h" -#include "tests/validation/reference/DepthwiseSeparableConvolutionLayer.h" - -#include - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -template -class DepthwiseSeparableConvolutionValidationFixture : public framework::Fixture -{ -public: - template - void setup(TensorShape in_shape, TensorShape depthwise_weights_shape, TensorShape depthwise_biases_shape, TensorShape depthwise_out_shape, TensorShape pointwise_weights_shape, - TensorShape pointwise_biases_shape, TensorShape output_shape, - PadStrideInfo pad_stride_depthwise_info, PadStrideInfo pad_stride_pointwise_info) - { - _target = compute_target(in_shape, depthwise_weights_shape, depthwise_biases_shape, depthwise_out_shape, pointwise_weights_shape, pointwise_biases_shape, output_shape, pad_stride_depthwise_info, - pad_stride_pointwise_info); - _reference = compute_reference(in_shape, depthwise_weights_shape, depthwise_biases_shape, depthwise_out_shape, pointwise_weights_shape, pointwise_biases_shape, output_shape, pad_stride_depthwise_info, - pad_stride_pointwise_info); - } - -protected: - template - void fill(U &&tensor, int i, bool zero_fill = false) - { - switch(tensor.data_type()) - { - case DataType::F32: - { - std::uniform_real_distribution<> distribution((zero_fill) ? 0.f : -1.0f, (zero_fill) ? 0.f : 1.0f); - library->fill(tensor, distribution, i); - break; - } - default: - library->fill_tensor_uniform(tensor, i); - } - } - - TensorType compute_target(const TensorShape &input_shape, const TensorShape &depthwise_weights_shape, const TensorShape &depthwise_biases_shape, const TensorShape &depthwise_out_shape, - const TensorShape &pointwise_weights_shape, const TensorShape &pointwise_biases_shape, const TensorShape &output_shape, - const PadStrideInfo &pad_stride_depthwise_info, const PadStrideInfo &pad_stride_pointwise_info) - { - // Create tensors - TensorType src = create_tensor(input_shape, DataType::F32); - TensorType depthwise_weights = create_tensor(depthwise_weights_shape, DataType::F32); - TensorType depthwise_biases = create_tensor(depthwise_biases_shape, DataType::F32); - TensorType depthwise_out = create_tensor(depthwise_out_shape, DataType::F32); - TensorType pointwise_weights = create_tensor(pointwise_weights_shape, DataType::F32); - TensorType pointwise_biases = create_tensor(pointwise_biases_shape, DataType::F32); - TensorType dst = create_tensor(output_shape, DataType::F32); - - // Create Depthwise Separable Convolution Layer configure function - FunctionType depthwise_separable_convolution_layer; - depthwise_separable_convolution_layer.configure(&src, &depthwise_weights, &depthwise_biases, &depthwise_out, &pointwise_weights, &pointwise_biases, &dst, pad_stride_depthwise_info, - pad_stride_pointwise_info); - - // Allocate tensors - src.allocator()->allocate(); - depthwise_weights.allocator()->allocate(); - depthwise_biases.allocator()->allocate(); - depthwise_out.allocator()->allocate(); - pointwise_weights.allocator()->allocate(); - pointwise_biases.allocator()->allocate(); - dst.allocator()->allocate(); - - ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(!depthwise_weights.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(!depthwise_biases.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(!depthwise_out.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(!pointwise_weights.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(!pointwise_biases.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Fill tensors - fill(AccessorType(src), 0); - fill(AccessorType(depthwise_weights), 1); - fill(AccessorType(depthwise_biases), 2, true); - fill(AccessorType(pointwise_weights), 3); - fill(AccessorType(pointwise_biases), 4); - - // Compute function - depthwise_separable_convolution_layer.run(); - - return dst; - } - - SimpleTensor compute_reference(const TensorShape &in_shape, const TensorShape &depthwise_weights_shape, const TensorShape &depthwise_biases_shape, const TensorShape &depthwise_out_shape, - const TensorShape &pointwise_weights_shape, const TensorShape &pointwise_biases_shape, const TensorShape &dst_shape, - const PadStrideInfo &pad_stride_depthwise_info, const PadStrideInfo &pad_stride_pointwise_info) - { - SimpleTensor src(in_shape, DataType::F32); - SimpleTensor depthwise_weights(depthwise_weights_shape, DataType::F32); - SimpleTensor depthwise_biases(depthwise_biases_shape, DataType::F32); - SimpleTensor pointwise_weights(pointwise_weights_shape, DataType::F32); - SimpleTensor pointwise_biases(pointwise_biases_shape, DataType::F32); - - fill(src, 0); - fill(depthwise_weights, 1); - fill(depthwise_biases, 2, true); - fill(pointwise_weights, 3); - fill(pointwise_biases, 4); - - return reference::depthwise_separable_convolution_layer(src, - depthwise_weights, depthwise_biases, depthwise_out_shape, - pointwise_weights, pointwise_biases, - dst_shape, - pad_stride_depthwise_info, pad_stride_pointwise_info); - } - - TensorType _target{}; - SimpleTensor _reference{}; -}; -} // namespace validation -} // namespace test -} // namespace arm_compute -#endif /* ARM_COMPUTE_TEST_DEPTHWISE_SEPARABLE_CONVOLUTION_LAYER_FIXTURE */ diff --git a/tests/validation/reference/DepthwiseSeparableConvolutionLayer.cpp b/tests/validation/reference/DepthwiseSeparableConvolutionLayer.cpp deleted file mode 100644 index 8bc6ddb696..0000000000 --- a/tests/validation/reference/DepthwiseSeparableConvolutionLayer.cpp +++ /dev/null @@ -1,62 +0,0 @@ -/* - * Copyright (c) 2017-2018 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 "DepthwiseConvolutionLayer.h" - -#include "DepthwiseSeparableConvolutionLayer.h" - -#include "ConvolutionLayer.h" -#include "Utils.h" - -#include "tests/validation/Helpers.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace reference -{ -// Depthwise separable convolution layer -template -SimpleTensor depthwise_separable_convolution_layer(const SimpleTensor &src, const SimpleTensor &depthwise_weights, const SimpleTensor &depthwise_biases, - const TensorShape &depthwise_out_shape, - const SimpleTensor &pointwise_weights, - const SimpleTensor &pointwise_biases, const TensorShape &dst_shape, const PadStrideInfo &depthwise_conv_info, const PadStrideInfo &pointwise_conv_info) -{ - // Compute reference - SimpleTensor depthwise_out = depthwise_convolution(src, depthwise_weights, depthwise_biases, depthwise_out_shape, depthwise_conv_info, 1); - SimpleTensor dst = convolution_layer(depthwise_out, pointwise_weights, pointwise_biases, dst_shape, pointwise_conv_info); - - return dst; -} - -template SimpleTensor depthwise_separable_convolution_layer(const SimpleTensor &in, const SimpleTensor &depthwise_weights, const SimpleTensor &depthwise_biases, - const TensorShape &depthwise_out_shape, - const SimpleTensor &pointwise_weights, const SimpleTensor &pointwise_biases, const TensorShape &dst_shape, const PadStrideInfo &depthwise_conv_info, - const PadStrideInfo &pointwise_conv_info); -} // namespace reference -} // namespace validation -} // namespace test -} // namespace arm_compute -- cgit v1.2.1