/* * 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(multibroadcast_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape a_shape{migraphx::shape::int32_type, {2, 2}}; std::vector a_data{0, 0, 0, 0}; migraphx::shape b_shape{migraphx::shape::int32_type, {2}}; std::vector b_data{-2, -3}; auto l1 = mm->add_literal(migraphx::literal{a_shape, a_data}); auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data}); mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", l1->get_shape().lens()}}), l2); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); auto output = result.get(); EXPECT(output(0, 0) == -2); EXPECT(output(0, 1) == -3); EXPECT(output(1, 0) == -2); EXPECT(output(1, 1) == -3); } TEST_CASE(multibroadcast_2in_static_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape a_shape{migraphx::shape::int32_type, {2, 2}}; std::vector a_data{0, 0, 0, 0}; migraphx::shape b_shape{migraphx::shape::int32_type, {2}}; std::vector b_data{-2, -3}; auto l1 = mm->add_literal(migraphx::literal{a_shape, a_data}); auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data}); mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); auto output = result.get(); EXPECT(output(0, 0) == -2); EXPECT(output(0, 1) == -3); EXPECT(output(1, 0) == -2); EXPECT(output(1, 1) == -3); } TEST_CASE(multibroadcast_2in_dyn_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape a_shape{migraphx::shape::int32_type, {{2, 4}, {2, 2}}}; migraphx::shape b_shape{migraphx::shape::int32_type, {2}}; std::vector b_data{-2, -3}; auto l1 = mm->add_parameter("a", a_shape); auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data}); mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1); p.compile(migraphx::make_target("ref")); std::vector a_data{0, 0, 0, 0}; migraphx::parameter_map params0; migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 2}}; params0["a"] = migraphx::argument(input_fixed_shape0, a_data.data()); auto result = p.eval(params0).back(); auto output = result.get(); EXPECT(output(0, 0) == -2); EXPECT(output(0, 1) == -3); EXPECT(output(1, 0) == -2); EXPECT(output(1, 1) == -3); } TEST_CASE(multibroadcast_3in_dyn_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape a_shape{migraphx::shape::int32_type, {{2, 4}, {2, 2}}}; migraphx::shape b_shape{migraphx::shape::int32_type, {2}}; migraphx::shape c_shape{migraphx::shape::int32_type, {{1, 4, {2, 4}}, {2, 4}, {2, 2}}}; auto l1 = mm->add_parameter("a", a_shape); std::vector b_data{-2, -3}; auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data}); auto l3 = mm->add_parameter("c", c_shape); mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1, l3); p.compile(migraphx::make_target("ref")); std::vector a_data(4, 0); std::vector c_data(8, 0); migraphx::parameter_map params; migraphx::shape input_fixed_shape_a{migraphx::shape::float_type, {2, 2}}; migraphx::shape input_fixed_shape_c{migraphx::shape::float_type, {2, 2, 2}}; params["a"] = migraphx::argument(input_fixed_shape_a, a_data.data()); params["c"] = migraphx::argument(input_fixed_shape_c, c_data.data()); auto result = p.eval(params).back(); auto output = result.get(); EXPECT(output(0, 0, 0) == -2); EXPECT(output(0, 0, 1) == -3); EXPECT(output(0, 1, 0) == -2); EXPECT(output(0, 1, 1) == -3); EXPECT(output(1, 0, 0) == -2); EXPECT(output(1, 0, 1) == -3); EXPECT(output(1, 1, 0) == -2); EXPECT(output(1, 1, 1) == -3); }