/* * 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_CONVOLUTION_FIXTURE #define ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_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/CPP/DepthwiseConvolution.h" #include "tests/validation/Helpers.h" #include namespace arm_compute { namespace test { namespace validation { template class DepthwiseConvolutionValidationFixture : public framework::Fixture { public: template void setup(TensorShape in_shape, TensorShape weights_shape, TensorShape out_shape, PadStrideInfo pad_stride_info) { _target = compute_target(in_shape, weights_shape, out_shape, pad_stride_info); _reference = compute_reference(in_shape, weights_shape, out_shape, pad_stride_info); } protected: template void fill(U &&tensor, int i) { switch(tensor.data_type()) { case DataType::F32: { std::uniform_real_distribution<> distribution(-1.0f, 1.0f); library->fill(tensor, distribution, i); break; } default: library->fill_tensor_uniform(tensor, i); } } TensorType compute_target(const TensorShape &input_shape, const TensorShape &weights_shape, const TensorShape &output_shape, PadStrideInfo &pad_stride_info) { // Create tensors TensorType src = create_tensor(input_shape, DataType::F32); TensorType weights = create_tensor(weights_shape, DataType::F32); TensorType dst = create_tensor(output_shape, DataType::F32); // Create Depthwise Convolution configure function CLDepthwiseConvolution depthwise_convolution; depthwise_convolution.configure(&src, &dst, &weights, pad_stride_info); // Allocate tensors src.allocator()->allocate(); weights.allocator()->allocate(); dst.allocator()->allocate(); ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(!weights.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); // Fill tensors fill(AccessorType(src), 0); fill(AccessorType(weights), 1); // Compute function depthwise_convolution.run(); return dst; } SimpleTensor compute_reference(const TensorShape &in_shape, const TensorShape &weights_shape, const TensorShape &out_shape, const PadStrideInfo &pad_stride_info) { SimpleTensor src(in_shape, DataType::F32); SimpleTensor weights(weights_shape, DataType::F32); fill(src, 0); fill(weights, 1); return reference::depthwise_convolution(src, weights, out_shape, pad_stride_info); } TensorType _target{}; SimpleTensor _reference{}; }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_DEPTHWISE_CONVOLUTION_FIXTURE */