/* * 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(greater_brcst_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape s0{migraphx::shape::float_type, {3, 3}}; auto l0 = mm->add_literal(migraphx::literal{s0, {1.1, 1.5, 0.1, -1.1, -1.5, -0.6, 0.0, 2.0, -2.0}}); migraphx::shape s1{migraphx::shape::float_type, {3, 1}}; auto l1 = mm->add_literal(migraphx::literal{s1, {1.1, -1.5, 0.0}}); auto bl1 = mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {3, 3}}}), l1); auto gr = mm->add_instruction(migraphx::make_op("greater"), l0, bl1); auto r = mm->add_instruction( migraphx::make_op("convert", {{"target_type", migraphx::to_value(migraphx::shape::bool_type)}}), gr); mm->add_return({r}); 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 = {false, true, false, true, false, true, false, true, false}; EXPECT(results_vector == gold); } TEST_CASE(greater_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape s{migraphx::shape::float_type, {9}}; auto l0 = mm->add_literal(migraphx::literal{s, {1.1, 1.5, 0.1, -1.1, -1.5, -0.6, 0.0, 2.0, -2.0}}); auto l1 = mm->add_literal(migraphx::literal{s, {1.1, 1.6, -0.1, -1.2, -1.5, -0.7, 0.0, 2.3, -2.1}}); auto gr = mm->add_instruction(migraphx::make_op("greater"), l0, l1); auto r = mm->add_instruction( migraphx::make_op("convert", {{"target_type", migraphx::to_value(migraphx::shape::bool_type)}}), gr); mm->add_return({r}); 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 = {false, false, true, true, false, true, false, false, true}; EXPECT(results_vector == gold); } TEST_CASE(greater_dyn_test) { migraphx::program p; auto* mm = p.get_main_module(); std::vector dd{{8, 10, {9}}}; migraphx::shape s{migraphx::shape::float_type, dd}; auto left = mm->add_parameter("l", s); auto right = mm->add_parameter("r", s); auto gr = mm->add_instruction(migraphx::make_op("greater"), left, right); auto r = mm->add_instruction( migraphx::make_op("convert", {{"target_type", migraphx::to_value(migraphx::shape::bool_type)}}), gr); mm->add_return({r}); p.compile(migraphx::make_target("ref")); std::vector left_data{1.1, 1.5, 0.1, -1.1, -1.5, -0.6, 0.0, 2.0, -2.0}; std::vector right_data{1.1, 1.6, -0.1, -1.2, -1.5, -0.7, 0.0, 2.3, -2.1}; migraphx::parameter_map params0; migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {9}}; params0["l"] = migraphx::argument(input_fixed_shape0, left_data.data()); params0["r"] = migraphx::argument(input_fixed_shape0, right_data.data()); auto result = p.eval(params0).back(); std::vector results_vector; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); std::vector gold = {false, false, true, true, false, true, false, false, true}; EXPECT(results_vector == gold); }