/******************************************************************************** * Copyright (c) 2023 CEA-List * * This program and the accompanying materials are made available under the * terms of the Eclipse Public License 2.0 which is available at * http://www.eclipse.org/legal/epl-2.0. * * SPDX-License-Identifier: EPL-2.0 * ********************************************************************************/ #include <cassert> #include <chrono> // std::chrono::milliseconds #include <numeric> // std::accumulate #include <thread> // std::this_thread::sleep_for #include <vector> #include "aidge/operator/Sub.hpp" #include "aidge/utils/Types.h" #include "aidge/backend/cpu/data/Broadcasting.hpp" #include "aidge/backend/cpu/data/GetCPUPtr.h" #include "aidge/backend/cpu/operator/SubImpl.hpp" #include "aidge/backend/cpu/operator/SubImpl_kernels.hpp" template <> void Aidge::SubImpl_cpu::forward() { const std::vector<std::size_t> inputDims0 = getBroadcastedDims(std::static_pointer_cast<Tensor>(mOp.getRawOutput(0))->dims(), std::static_pointer_cast<Tensor>(mOp.getRawInput(0))->dims()); const std::vector<std::size_t> inputDims1 = getBroadcastedDims(std::static_pointer_cast<Tensor>(mOp.getRawOutput(0))->dims(), std::static_pointer_cast<Tensor>(mOp.getRawInput(1))->dims()); // Find the correct kernel type const auto impl = Registrar<SubImpl_cpu>::create(getBestMatch(getRequiredSpec())); // Call kernel impl.forward(inputDims0, inputDims1, std::static_pointer_cast<Tensor>(mOp.getRawOutput(0))->dims(), getCPUPtr(mOp.getRawInput(0)), getCPUPtr(mOp.getRawInput(1)), getCPUPtr(mOp.getRawOutput(0))); } template <> void Aidge::SubImpl_cpu::backward() { AIDGE_THROW_OR_ABORT(std::runtime_error, "Backward not yet implemented for Sub_Op on backend cpu"); }