/******************************************************************************** * 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 <algorithm> #include <string> #include <vector> #include "aidge/operator/MatMul.hpp" #include "aidge/utils/Types.h" #include "aidge/utils/ErrorHandling.hpp" const std::string Aidge::MatMul_Op::Type = "MatMul"; void Aidge::MatMul_Op::computeOutputDims() { if (!getInput(0) || !getInput(1)) { AIDGE_THROW_OR_ABORT(std::runtime_error, "Missing input. Cannot compute output dimensions for MatMul Operator."); } if (!getInput(0)->empty() && !getInput(1)->empty()) { const auto dims0 = getInput(0)->dims(); const auto dims1 = getInput(1)->dims(); if (dims0.size() > 2 && dims1.size() > 2) { for (std::size_t d0 = dims0.size()-3, d1 = dims1.size()-3; (d0>0) && (d1>0); --d0, --d1) { if(dims0[d0] != dims1[d1]) AIDGE_THROW_OR_ABORT(std::runtime_error, "Unsupported sizes for MatMul!"); } } std::size_t secondToLastIdx2 = dims1.size()>1 ? dims1.size() - 2 : dims1.size() - 1; if(dims0[dims0.size() - 1] != dims1[secondToLastIdx2]) AIDGE_THROW_OR_ABORT(std::runtime_error, "Inner dimension missmatch for MatMul!"); std::vector<std::size_t> outDims; if(dims0.size() > 2 || dims1.size() > 2) { if(dims0.size() > dims1.size()) std::copy_n(dims0.begin(), dims0.size()-2, std::back_inserter(outDims)); else std::copy_n(dims1.begin(), dims1.size()-2, std::back_inserter(outDims)); } if(dims0.size() > 1) outDims.push_back(dims0[dims0.size()-2]); if(dims1.size() > 1) outDims.push_back(dims1[dims1.size() - 1]); mOutputs[0]->resize(outDims); } }