/* * 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(concat_test_1) { migraphx::program p; auto* mm = p.get_main_module(); int axis = 1; std::vector data0 = {0, 1, 5, 6}; std::vector data1 = {2, 3, 4, 7, 8, 9}; std::vector data2 = {10, 20}; migraphx::shape s0{migraphx::shape::int32_type, {2, 2}}; migraphx::shape s1{migraphx::shape::int32_type, {2, 3}}; migraphx::shape s2{migraphx::shape::int32_type, {2, 1}}; auto l0 = mm->add_literal(migraphx::literal{s0, data0}); auto l1 = mm->add_literal(migraphx::literal{s1, data1}); auto l2 = mm->add_literal(migraphx::literal{s2, data2}); mm->add_instruction(migraphx::make_op("concat", {{"axis", axis}}), l0, l1, l2); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20}; std::vector results_vector(2 * 6); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(), std::vector({2, 6}))); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(), std::vector({6, 1}))); } TEST_CASE(concat_test_2) { migraphx::program p; auto* mm = p.get_main_module(); int axis = -1; std::vector data0 = {0, 1, 5, 6}; std::vector data1 = {2, 3, 4, 7, 8, 9}; std::vector data2 = {10, 20}; migraphx::shape s0{migraphx::shape::int32_type, {2, 2}}; migraphx::shape s1{migraphx::shape::int32_type, {2, 3}}; migraphx::shape s2{migraphx::shape::int32_type, {2, 1}}; auto l0 = mm->add_literal(migraphx::literal{s0, data0}); auto l1 = mm->add_literal(migraphx::literal{s1, data1}); auto l2 = mm->add_literal(migraphx::literal{s2, data2}); mm->add_instruction(migraphx::make_op("concat", {{"axis", axis}}), l0, l1, l2); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector gold = {0, 1, 2, 3, 4, 10, 5, 6, 7, 8, 9, 20}; std::vector results_vector(2 * 6); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(), std::vector({2, 6}))); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(), std::vector({6, 1}))); } TEST_CASE(concat_test_3) { migraphx::program p; auto* mm = p.get_main_module(); int axis = 0; std::vector data0 = {0, 1, 2, 3}; std::vector data1 = {4, 5, 6, 7, 8, 9}; std::vector data2 = {10, 11}; migraphx::shape s0{migraphx::shape::int32_type, {2, 2}}; migraphx::shape s1{migraphx::shape::int32_type, {3, 2}}; migraphx::shape s2{migraphx::shape::int32_type, {1, 2}}; auto l0 = mm->add_literal(migraphx::literal{s0, data0}); auto l1 = mm->add_literal(migraphx::literal{s1, data1}); auto l2 = mm->add_literal(migraphx::literal{s2, data2}); mm->add_instruction(migraphx::make_op("concat", {{"axis", axis}}), l0, l1, l2); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}; std::vector results_vector(6 * 2); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(), std::vector({6, 2}))); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(), std::vector({2, 1}))); } TEST_CASE(concat_test_4) { migraphx::program p; auto* mm = p.get_main_module(); int axis = -2; std::vector data0 = {0, 1, 2, 3}; std::vector data1 = {4, 5, 6, 7, 8, 9}; std::vector data2 = {10, 11}; migraphx::shape s0{migraphx::shape::int32_type, {2, 2}}; migraphx::shape s1{migraphx::shape::int32_type, {3, 2}}; migraphx::shape s2{migraphx::shape::int32_type, {1, 2}}; auto l0 = mm->add_literal(migraphx::literal{s0, data0}); auto l1 = mm->add_literal(migraphx::literal{s1, data1}); auto l2 = mm->add_literal(migraphx::literal{s2, data2}); mm->add_instruction(migraphx::make_op("concat", {{"axis", axis}}), l0, l1, l2); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}; std::vector results_vector(6 * 2); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(), std::vector({6, 2}))); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().strides(), std::vector({2, 1}))); } TEST_CASE(concat_dyn_test) { migraphx::program p; auto* mm = p.get_main_module(); int axis = 0; migraphx::shape s0{migraphx::shape::int32_type, {{2, 4, {2}}, {2, 3, {2}}}}; migraphx::shape s1{migraphx::shape::int32_type, {{3, 4, {4}}, {2, 3, {2}}}}; migraphx::shape s2{migraphx::shape::int32_type, {{1, 5, {3}}, {2, 3, {2}}}}; auto input0 = mm->add_parameter("X", s0); auto input1 = mm->add_parameter("Y", s1); auto input2 = mm->add_parameter("Z", s2); mm->add_instruction(migraphx::make_op("concat", {{"axis", axis}}), input0, input1, input2); p.compile(migraphx::make_target("ref")); migraphx::shape static_shape0{migraphx::shape::int32_type, {2, 2}}; migraphx::shape static_shape1{migraphx::shape::int32_type, {3, 2}}; migraphx::shape static_shape2{migraphx::shape::int32_type, {1, 2}}; std::vector data0 = {0, 1, 2, 3}; std::vector data1 = {4, 5, 6, 7, 8, 9}; std::vector data2 = {10, 11}; migraphx::parameter_map params; params["X"] = migraphx::argument(static_shape0, data0.data()); params["Y"] = migraphx::argument(static_shape1, data1.data()); params["Z"] = migraphx::argument(static_shape2, data2.data()); auto result = p.eval(params).back(); std::vector results_vector(12); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); std::vector gold = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}; EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); EXPECT(migraphx::verify::verify_rms_range(result.get_shape().lens(), std::vector({6, 2}))); }