/* * Copyright (c) 2021 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. */ #pragma once #include "src/core/NEON/kernels/assembly/depthwise.hpp" #include #include using arm_gemm::Nothing; namespace arm_conv { namespace depthwise { template struct DepthwiseImplementation { const DepthwiseMethod method; const char *name; std::function is_supported; std::function cycle_estimate; std::function *(const DepthwiseArgs &, const OutputStage &)> initialise; bool get_is_supported(const DepthwiseArgs &args, const OutputStage &os) const { return (is_supported == nullptr) ? true : is_supported(args, os); } uint64_t get_cycle_estimate(const DepthwiseArgs &args, const OutputStage &os) const { return (cycle_estimate == nullptr) ? 0 : cycle_estimate(args, os); } DepthwiseCommon *get_instance(const DepthwiseArgs &args, const OutputStage &os) const { return initialise(args, os); } }; template const DepthwiseImplementation *depthwise_implementation_list(); template bool find_implementation( const DepthwiseArgs &args, const OutputStage &os, const DepthwiseImplementation * &selected ) { selected = nullptr; uint64_t best_cycle_estimate = UINT64_MAX; const auto *impl = depthwise_implementation_list(); for (; impl->method != DepthwiseMethod::DEFAULT; impl++) { const bool has_cfg = (args.config != nullptr); const auto &cfg = args.config; if ( !impl->get_is_supported(args, os) || // Problem is unsupported (has_cfg && cfg->method != DepthwiseMethod::DEFAULT && cfg->method != impl->method) || (has_cfg && cfg->filter != "" && !std::strstr(impl->name, cfg->filter.c_str())) ) { continue; } const auto cycle_estimate = impl->get_cycle_estimate(args, os); if (cycle_estimate == 0) { selected = impl; break; } if (selected == nullptr || cycle_estimate < best_cycle_estimate) { selected = impl; best_cycle_estimate = cycle_estimate; } } return (selected != nullptr); } template std::vector get_compatible_kernels(const DepthwiseArgs &args, const OutputStage &os) { std::vector kerns; // Find the default implementation so we can flag it accordingly const DepthwiseImplementation *default_impl; find_implementation(args, os, default_impl); for (auto impl = depthwise_implementation_list(); impl->method != DepthwiseMethod::DEFAULT; impl++) { if (!impl->get_is_supported(args, os)) { continue; } kerns.emplace_back( impl->method, impl->name, impl == default_impl, impl->get_cycle_estimate(args, os) ); } return kerns; } template UniqueDepthwiseCommon depthwise(const DepthwiseArgs &args, const OutputStage &os) { const DepthwiseImplementation *impl = nullptr; const bool success = find_implementation(args, os, impl); return UniqueDepthwiseCommon(success ? impl->get_instance(args, os) : nullptr); } } // namespace depthwise } // namespace arm_conv