/* * Copyright (c) 2023-2024 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 ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESHAPEFIXTURE_H #define ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESHAPEFIXTURE_H #include "arm_compute/core/TensorShape.h" #include "arm_compute/core/Types.h" #include "arm_compute/dynamic_fusion/runtime/gpu/cl/ClWorkloadRuntime.h" #include "arm_compute/dynamic_fusion/sketch/attributes/ReshapeAttributes.h" #include "arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadContext.h" #include "arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h" #include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuOutput.h" #include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuReshape.h" #include "tests/framework/Asserts.h" #include "tests/framework/Fixture.h" #include "tests/Globals.h" #include "tests/validation/reference/ReshapeLayer.h" using namespace arm_compute::experimental::dynamic_fusion; namespace arm_compute { namespace test { namespace validation { template class DynamicFusionGpuReshapeLayerValidationFixture : public framework::Fixture { public: void setup(TensorShape input_shape, TensorShape output_shape, DataType data_type) { _target = compute_target(input_shape, output_shape, data_type); _reference = compute_reference(input_shape, output_shape, data_type); } protected: template void fill(U &&tensor, int i) { library->fill_tensor_uniform(tensor, i); } TensorType compute_target(TensorShape &input_shape, TensorShape &output_shape, DataType data_type) { // Check if indeed the input shape can be reshape to the output one ARM_COMPUTE_ASSERT(input_shape.total_size() == output_shape.total_size()); // Create a new workload sketch auto cl_compile_ctx = CLKernelLibrary::get().get_compile_context(); auto context = GpuWorkloadContext{&cl_compile_ctx}; GpuWorkloadSketch sketch{&context}; // Create sketch tensors ITensorInfo *src_info = context.create_tensor_info(TensorInfo(input_shape, 1, data_type)); ITensorInfo *dst_info = context.create_tensor_info(TensorInfo(output_shape, 1, data_type)); ReshapeAttributes attributes; attributes.shape(output_shape); ITensorInfo *ans_info = FunctionType::create_op(sketch, src_info, attributes); GpuOutput::create_op(sketch, ans_info, dst_info); // Configure runtime ClWorkloadRuntime runtime; runtime.configure(sketch); // (Important) Allocate auxiliary tensor memory if there are any for (auto &data : runtime.get_auxiliary_tensors()) { CLTensor *tensor = std::get<0>(data); TensorInfo info = std::get<1>(data); AuxMemoryInfo aux_mem_req = std::get<2>(data); tensor->allocator()->init(info, aux_mem_req.alignment); tensor->allocator()->allocate(); // Use ACL allocated memory } // Construct user tensors TensorType t_src{}; TensorType t_dst{}; // Initialize user tensors t_src.allocator()->init(*src_info); t_dst.allocator()->init(*dst_info); // Allocate and fill user tensors t_src.allocator()->allocate(); t_dst.allocator()->allocate(); fill(AccessorType(t_src), 0); // Run runtime runtime.run({&t_src, &t_dst}); return t_dst; } SimpleTensor compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, DataType data_type) { // Create reference SimpleTensor src{input_shape, data_type}; // Fill reference fill(src, 0); return reference::reshape_layer(src, output_shape); } TensorType _target{}; SimpleTensor _reference{}; }; /** [ReshapeLayer fixture] **/ } // namespace validation } // namespace test } // namespace arm_compute #endif // ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESHAPEFIXTURE_H