/* * Copyright (c) 2022-2023 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_SRC_DYNAMIC_FUSION_SKETCH_GPU_GPUKERNELCOMPONENTGRAPH #define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_GPUKERNELCOMPONENTGRAPH #include "src/dynamic_fusion/sketch/ArgumentPack.h" #include "src/dynamic_fusion/sketch/gpu/GpuComponentServices.h" #include "src/dynamic_fusion/sketch/gpu/GpuKernelComponentStream.h" #include "src/dynamic_fusion/sketch/utils/DependencyGraph.h" #include namespace arm_compute { namespace experimental { namespace dynamic_fusion { class IGpuKernelComponent; /** A multi-input (tensors), multi-output (tensors) acyclic directed graph of gpu kernel components * Its main purposes are: * - Perform "graph-level" optimizations like fusion of kernel components (not the fusion of operators) * - Automatically assign memory descriptions @ref MemoryDescriptor of all tensors based on graph topology */ class GpuKernelComponentGraph { public: /** Constructor * * @param[in] context @ref GpuWorkloadContext to be used by the graph * @param[in] services @ref GpuComponentServices to be used by the graph */ GpuKernelComponentGraph(GpuWorkloadContext *context, GpuComponentServices *services); /** Prevent instances of this class from being copy constructed */ GpuKernelComponentGraph(const GpuKernelComponentGraph &graph) = delete; /** Prevent instances of this class from being copied */ GpuKernelComponentGraph &operator=(const GpuKernelComponentGraph &graph) = delete; /** Allow instances of this class to be move constructed */ GpuKernelComponentGraph(GpuKernelComponentGraph &&graph) = default; /** Allow instances of this class to be moved */ GpuKernelComponentGraph &operator=(GpuKernelComponentGraph &&graph) = default; /** Create a new component and add it to the component graph * Component id is automatically allocated * * @tparam T Component type * @tparam Args Component argument types * * @param[in] args Component arguments except for component id, which is auto-allocated */ template void add_new_component(Args &&...args) { auto comp = _services->component_factory().create(std::forward(args)...); ArgumentPack tensors = comp->tensors(); const auto src_tensor_ids = get_tensor_ids(tensors.get_const_src_tensors()); const auto dst_tensor_ids = get_tensor_ids(tensors.get_const_dst_tensors()); bool success = _dependency_graph.add_operator(comp->id(), src_tensor_ids, dst_tensor_ids); ARM_COMPUTE_UNUSED(success); ARM_COMPUTE_ERROR_ON(!success); _components[comp->id()] = std::move(comp); for (auto t : tensors.get_const_src_tensors()) { _tensors[t->id()] = t; } for (auto t : tensors.get_const_dst_tensors()) { _tensors[t->id()] = t; } } /** Perform component fusion and serialize the graph into a stream of component groups * * @param[in] mem_map MemoryDescriptorMap for all the tensors in the component graph * * @return GpuKernelComponentStream */ GpuKernelComponentStream fuse(const MemoryDescriptorMap &mem_map) const; private: static std::vector get_tensor_ids(const std::vector tensors); GpuWorkloadContext *_context; GpuComponentServices *_services; std::map> _components; std::map _tensors; DependencyGraph _dependency_graph{}; }; } // namespace dynamic_fusion } // namespace experimental } // namespace arm_compute #endif /* ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_GPUKERNELCOMPONENTGRAPH */