/* * 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 #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace onnx { struct parse_topk : op_parser { std::vector operators() const { return {{"TopK"}}; } std::vector parse(const op_desc& /*opd*/, const onnx_parser& parser, onnx_parser::node_info info, std::vector args) const { int64_t k = 0; if(args.size() == 2) { auto arg_k = args.at(1)->eval(); check_arg_empty(arg_k, "PARSE_TopK: k input must be constant"); k = arg_k.at(); } else if(contains(info.attributes, "k")) { k = info.attributes.at("k").i(); } bool largest = true; if(contains(info.attributes, "largest")) { largest = static_cast(info.attributes.at("largest").i()); } int64_t axis = -1; if(contains(info.attributes, "axis")) { axis = parser.parse_value(info.attributes.at("axis")).at(); } auto topk_ret = info.add_instruction( make_op("topk", {{"k", k}, {"axis", axis}, {"largest", largest}}), args.at(0)); auto ret_val = info.add_instruction(make_op("get_tuple_elem", {{"index", 0}}), topk_ret); auto ret_ind = info.add_instruction(make_op("get_tuple_elem", {{"index", 1}}), topk_ret); return {ret_val, ret_ind}; } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx