/* * 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_HISTOGRAM_FIXTURE #define ARM_COMPUTE_TEST_HISTOGRAM_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/reference/Histogram.h" #include "utils/Utils.h" #include namespace arm_compute { namespace test { namespace validation { template class HistogramValidationFixture : public framework::Fixture { public: template void setup(TensorShape shape, DataType data_type) { std::mt19937 gen(library->seed()); std::uniform_int_distribution distribution_size_t(1, 30); const size_t num_bins = distribution_size_t(gen); std::uniform_int_distribution distribution_int32_t(0, 125); const size_t offset = distribution_int32_t(gen); std::uniform_int_distribution distribution_uint32_t(1, 255 - offset); const size_t range = distribution_uint32_t(gen); _target = compute_target(shape, data_type, num_bins, offset, range); _reference = compute_reference(shape, data_type, num_bins, offset, range); } protected: template void fill(U &&tensor) { library->fill_tensor_uniform(tensor, 0); } TensorType compute_target(const TensorShape &shape, DataType data_type, size_t num_bins, int32_t offset, uint32_t range) { // Create tensors TensorType src = create_tensor(shape, data_type); TensorType dst = create_tensor(TensorShape(num_bins), DataType::U32); DistributionType distribution_dst(num_bins, offset, range); // Create and configure function FunctionType histogram; histogram.configure(&src, &distribution_dst); ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); // Allocate tensors src.allocator()->allocate(); dst.allocator()->allocate(); ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); // Fill tensors fill(AccessorType(src)); // Compute function histogram.run(); // Copy the distribution in a tensor arm_compute::utils::map(distribution_dst, true); AccessorType accessor_dst = AccessorType(dst); uint32_t *dst_data = static_cast(accessor_dst.data()); ARM_COMPUTE_EXPECT(accessor_dst.size() <= dst.info()->total_size(), framework::LogLevel::ERRORS); std::copy_n(distribution_dst.buffer(), num_bins, dst_data); arm_compute::utils::unmap(distribution_dst); return dst; } SimpleTensor compute_reference(const TensorShape &shape, DataType data_type, size_t num_bins, int32_t offset, uint32_t range) { ARM_COMPUTE_ERROR_ON(data_type != DataType::U8); // Create reference SimpleTensor src{ shape, data_type }; // Fill reference fill(src); // Compute reference return reference::histogram(src, num_bins, offset, range); } TensorType _target{}; SimpleTensor _reference{}; }; } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_HISTOGRAM_FIXTURE */