/* * 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 #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { bool autocast_fp8_pass::is_fp8_type(const shape::type_t& s) const { return fp8_types.find(s) != fp8_types.end(); } void autocast_fp8_pass::apply(module& m) const { std::vector remove_parameters; for(auto ins : iterator_for(m)) { const auto& ins_name = ins->name(); if(ins_name == "@param" and is_fp8_type(ins->get_shape().type())) { shape::type_t fp8_type = ins->get_shape().type(); migraphx::shape new_shape = ins->get_shape().with_type(target_type); std::string new_param_name = ins->get_operator().to_value()["parameter"].to(); auto new_param = m.add_parameter(new_param_name, new_shape); auto new_ins = m.insert_instruction( ins, migraphx::make_op("convert", {{"target_type", migraphx::to_value(fp8_type)}}), new_param); m.replace_instruction(ins, new_ins); remove_parameters.push_back(ins); } if(ins_name == "@return") { std::vector inputs = ins->inputs(); std::vector new_inputs; for(const auto& i : inputs) { if (is_fp8_type(i->get_shape().type())) { new_inputs.push_back(m.insert_instruction( ins, migraphx::make_op("convert", {{"target_type", migraphx::to_value(target_type)}}), i)); } } if(new_inputs.size()) { auto new_ins = m.insert_instruction(ins, ins->get_operator(), {new_inputs}); m.replace_instruction(ins, new_ins); } } } // Remove unused parameters with fp8 type for(const auto& i : remove_parameters) { m.remove_instruction(i); } } } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx