/* * 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 #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { void module_fp_to_double(module& m) { for(auto ins : iterator_for(m)) { // skip return and convert instructions if(contains({"@return", "convert"}, ins->name())) continue; if(ins->inputs().empty()) continue; auto mod_inputs = ins->module_inputs(); auto s = ins->get_shape(); // Convert each of the inputs that are floating point to double auto inputs = ins->inputs(); std::transform(inputs.begin(), inputs.end(), inputs.begin(), [&](auto input) { auto input_type = input->get_shape().type(); if(input_type != shape::half_type and input_type != shape::float_type) return input; return m.insert_instruction( ins, make_op("convert", {{"target_type", shape::double_type}}), input); }); // Insert new ins auto converted_ins = m.insert_instruction(ins, ins->get_operator(), inputs, mod_inputs); // Convert back to original type afterward if(mod_inputs.empty()) { converted_ins = m.insert_instruction( ins, make_op("convert", {{"target_type", s.type()}}), converted_ins); } // Replace original instruction m.replace_instruction(ins, converted_ins); } } struct find_nested_convert { auto matcher() const { return match::name("convert")(match::arg(0)(match::name("convert"))); } void apply(module& m, const match::matcher_result& mr) const { auto ins = mr.result; auto x = ins->inputs().front(); auto input = x->inputs().front(); if(ins->get_shape() != input->get_shape()) return; m.replace_instruction(ins, input); } }; struct find_nop_converts { auto matcher() const { return match::name("convert")(match::same_shape(match::arg(0))); } void apply(module& m, const match::matcher_result& mr) const { auto ins = mr.result; m.replace_instruction(ins, ins->inputs().front()); } }; void fp_to_double::apply(module& m) const { module_fp_to_double(m); match::find_matches(m, find_nested_convert{}, find_nop_converts{}); } } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx