/* * 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 namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { instruction_ref insert_apply_alpha_beta(module& m, instruction_ref pos, const std::vector& args, const operation& op, const literal& alpha, const literal& beta) { auto a = args[0]; auto b = args[1]; auto input_type = a->get_shape().type(); if(not float_equal(alpha.at(0), 1.0)) { auto alpha_literal = m.add_literal(alpha); a = insert_common_op(m, pos, migraphx::make_op("mul"), {alpha_literal, a}); if(a->get_shape().type() != input_type) { a = m.insert_instruction(pos, make_op("convert", {{"target_type", input_type}}), a); } } auto op_res = m.insert_instruction(pos, op, a, b); if(args.size() == 3) { if(not float_equal(beta.at(0), 0.0) && args[2]->get_shape().elements() > 0) { auto out_lens = op_res->get_shape().lens(); auto c = args[2]; auto c_lens = c->get_shape().lens(); input_type = c->get_shape().type(); if(out_lens != c_lens) { c = m.insert_instruction( pos, migraphx::make_op("multibroadcast", {{"out_lens", out_lens}}), args[2]); } auto beta_literal = m.add_literal(beta); auto beta_c = insert_common_op(m, pos, migraphx::make_op("mul"), {c, beta_literal}); if(beta_c->get_shape().type() != input_type) { beta_c = m.insert_instruction( pos, migraphx::make_op("convert", {{"target_type", input_type}}), beta_c); } return m.insert_instruction(pos, migraphx::make_op("add"), op_res, beta_c); } } return op_res; } } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx