/* * The MIT License (MIT) * * Copyright (c) 2015-2024 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 #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace onnx { struct parse_expand : op_parser { std::vector operators() const { return {{"Expand"}}; } instruction_ref parse(const op_desc& /*opd*/, const onnx_parser& /*parser*/, const onnx_parser::node_info& info, std::vector args) const { migraphx::argument arg_s = args[1]->eval(); if(arg_s.empty()) { // variable dims input return info.add_instruction(make_op("broadcast_with_dims"), args[0], args[1]); } else { const shape& shape_0 = args[0]->get_shape(); if(shape_0.dynamic()) { MIGRAPHX_THROW( "PARSE_EXPAND: dynamic input tensor with fixed dims input not supported"); } const auto& in_lens = shape_0.lens(); std::vector dims; arg_s.visit([&](auto input) { dims.assign(input.begin(), input.end()); }); auto out_lens = compute_broadcasted_lens(in_lens, dims); return info.add_instruction(make_op("multibroadcast", {{"out_lens", out_lens}}), args[0]); } } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx