/* * The MIT License (MIT) * * Copyright (c) 2015-2023 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_isinf : op_parser { std::vector operators() const { return {{"IsInf", "isinf"}}; } instruction_ref parse(const op_desc& /*opd*/, const onnx_parser& parser, onnx_parser::node_info info, const std::vector& args) const { bool detect_negative = true; bool detect_positive = true; if(contains(info.attributes, "detect_negative")) { detect_negative = static_cast( parser.parse_value(info.attributes.at("detect_negative")).at()); } if(contains(info.attributes, "detect_positive")) { detect_positive = static_cast( parser.parse_value(info.attributes.at("detect_positive")).at()); } auto x_shape = args[0]->get_shape(); if(not detect_negative and not detect_positive) { return info.add_instruction( make_op("multibroadcast", {{"out_lens", x_shape.lens()}}), info.add_literal(migraphx::literal{migraphx::shape{shape::bool_type}, {false}})); } auto is_inf = info.add_instruction(make_op("isinf"), args[0]); if(detect_negative and detect_positive) { return is_inf; } auto zero_l = info.add_literal(migraphx::literal{migraphx::shape{x_shape.type()}, {0}}); auto mb_zero = info.add_instruction(make_op("multibroadcast", {{"out_lens", x_shape.lens()}}), zero_l); auto cond = info.add_broadcastable_binary_op( detect_negative ? "less" : "greater", args[0], mb_zero); if(cond->get_shape().type() != shape::bool_type) { cond = info.add_instruction(make_op("convert", {{"target_type", shape::bool_type}}), cond); } return info.add_instruction(make_op("logical_and"), is_inf, cond); } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx