/* * 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 namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { struct find_pow2_div { auto pow2() const { auto pow2 = match::name("pow")(match::arg(0)(match::any().bind("x")), match::arg(1)(match::has_value(2.0f))); auto x_square = match::name("mul")(match::same_inputs(), match::arg(0)(match::any().bind("x"))); return match::any_of(pow2, x_square); } auto matcher() const { return match::name("div")(match::arg(0)(pow2()), match::arg(1)(match::is_constant().bind("n"))); } void apply(module& m, const match::matcher_result& r) const { auto ins = r.result; auto n = r.instructions["n"]; auto x = r.instructions["x"]; if(x->get_shape().type() != migraphx::shape::half_type) return; auto x_div_n = m.insert_instruction(ins, make_op("div"), {x, n}); auto mul = m.insert_instruction(ins, make_op("mul"), {x_div_n, x}); m.replace_instruction(ins, mul); } }; void rewrite_low_precision::apply(module& m) const { match::find_matches(m, find_pow2_div{}); } } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx