/* * 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 TEST_CASE(scatternd_mul_reduction_test) { // reduction = mul migraphx::program p; auto* mm = p.get_main_module(); auto dtype = migraphx::shape::float_type; auto itype = migraphx::shape::int64_type; migraphx::shape ds{dtype, {8}}; migraphx::shape is{itype, {4, 1}}; migraphx::shape us{dtype, {4}}; std::vector data_vec{1, 2, 3, 4, 5, 6, 7, 8}; std::vector ind_vec{4, 3, 1, 7}; std::vector upd_vec{9, 10, 11, 12}; auto data = mm->add_literal(migraphx::literal{ds, data_vec}); auto indices = mm->add_literal(migraphx::literal{is, ind_vec}); auto updates = mm->add_literal(migraphx::literal{us, upd_vec}); auto scatternd = mm->add_instruction(migraphx::make_op("scatternd_mul"), data, indices, updates); mm->add_return({scatternd}); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); std::vector gold{1, 22, 3, 40, 45, 6, 7, 96}; EXPECT(migraphx::verify::verify_range(results_vector, gold)); }