/* * The MIT License (MIT) * * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved. * * 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. */ #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace onnx { struct parse_binary_op : op_parser { std::vector operators() const { return {{"Add", "add"}, {"Div", "div"}, {"And", "logical_and"}, {"Or", "logical_or"}, {"Xor", "logical_xor"}, {"Mul", "mul"}, {"PRelu", "prelu"}, {"Sub", "sub"}}; } instruction_ref parse(const op_desc& opd, const onnx_parser& parser, onnx_parser::node_info info, std::vector args) const { if(args.size() != 2) MIGRAPHX_THROW("binary operators should have 2 operands"); if(contains(info.attributes, "broadcast") and contains(info.attributes, "axis")) { uint64_t broadcasted = parser.parse_value(info.attributes.at("broadcast")).at(); if(broadcasted != 0) { if(std::any_of( args.cbegin(), args.cend(), [](auto a) { return a->get_shape().dynamic(); })) { MIGRAPHX_THROW( "Binary op broadcast attribute not supported for dynamic input shapes"); } uint64_t axis = parser.parse_value(info.attributes.at("axis")).at(); auto l = info.add_instruction( make_op("broadcast", {{"axis", axis}, {"out_lens", args[0]->get_shape().lens()}}), args[1]); return info.add_instruction(make_op(opd.op_name), args[0], l); } return info.add_instruction(make_op(opd.op_name), args); } else { return info.add_broadcastable_binary_op(opd.op_name, args[0], args[1]); } } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx