| /* |
| * 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 |
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| * 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 |
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| * 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 <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 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 <typename U> |
| 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<T> |
| compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, DataType data_type) |
| { |
| // Create reference |
| SimpleTensor<T> src{input_shape, data_type}; |
| |
| // Fill reference |
| fill(src, 0); |
| |
| return reference::reshape_layer<T>(src, output_shape); |
| } |
| |
| TensorType _target{}; |
| SimpleTensor<T> _reference{}; |
| }; |
| /** [ReshapeLayer fixture] **/ |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |
| #endif // ACL_TESTS_VALIDATION_FIXTURES_DYNAMIC_FUSION_OPERATORS_RESHAPEFIXTURE_H |