/* * 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 "test.hpp" migraphx::shape make_shape(std::vector lens) { return {migraphx::shape::float_type, std::move(lens)}; } migraphx::shape make_shape(std::vector lens, std::vector strides) { return {migraphx::shape::float_type, std::move(lens), std::move(strides)}; } TEST_CASE(same_standard) { auto is = make_shape({64, 3, 7, 7}); auto os = make_shape({64 * 3 * 7 * 7}); std::vector ishapes = {is, is, is}; std::vector eshapes = {os, os, os}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(same_broadcast1) { auto is = make_shape({64, 3, 7, 7}); auto os = make_shape({64, 3, 7 * 7}); std::vector ishapes = {is, make_shape({64, 3, 7, 7}, {0, 1, 0, 0}), is}; std::vector eshapes = {os, make_shape({64, 3, 7 * 7}, {0, 1, 0}), os}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(same_broadcast2) { auto is = make_shape({64, 3, 8, 7, 7}); auto os = make_shape({64, 8 * 3, 7 * 7}); std::vector ishapes = {is, make_shape({64, 3, 8, 7, 7}, {0, 8, 1, 0, 0}), is}; std::vector eshapes = {os, make_shape({64, 8 * 3, 7 * 7}, {0, 1, 0}), os}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(same_transposed) { auto is = make_shape({64, 3, 7, 7}); auto os = make_shape({64 * 3, 7, 7}); std::vector ishapes = {is, migraphx::reorder_shape(is, {0, 1, 3, 2}), is}; std::vector eshapes = {os, migraphx::reorder_shape(os, {0, 2, 1}), os}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(different_masked1) { auto is = make_shape({64, 3, 7, 7}); auto os = make_shape({64, 3, 7 * 7}); std::vector ishapes = {is, make_shape({1, 3, 1, 1}), is}; std::vector eshapes = {os, make_shape({1, 3, 1}), os}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(different_masked2) { auto is = make_shape({64, 3, 7, 7}); auto os = make_shape({64, 3, 7 * 7}); std::vector ishapes = { is, make_shape({1, 3, 1, 1}), make_shape({64, 1, 7, 7})}; std::vector eshapes = {os, make_shape({1, 3, 1}), make_shape({64, 1, 7 * 7})}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(different_incompatible) { auto is = make_shape({64, 3, 7, 7}); std::vector ishapes = {is, make_shape({1, 3, 2, 1}), is}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(ishapes == rshapes); } TEST_CASE(different_ranks) { auto is = make_shape({64, 3, 7, 7}); std::vector ishapes = {is, make_shape({1, 3}), is}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(ishapes == rshapes); } TEST_CASE(transposed1) { std::vector ishapes = { make_shape({8, 28, 4, 56, 56}), make_shape({8, 28, 4, 56, 56}, {351232, 3136, 87808, 56, 1})}; std::vector eshapes = { make_shape({8, 28, 4, 56 * 56}), make_shape({8, 28, 4, 56 * 56}, {351232, 3136, 87808, 1})}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(non_packed_empty1) { std::vector ishapes = {make_shape({1, 12}, {589824, 64})}; std::vector eshapes = {make_shape({12}, {64})}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(non_packed_empty2) { std::vector ishapes = {make_shape({12, 1}, {64, 589824})}; std::vector eshapes = {make_shape({12}, {64})}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(eshapes == rshapes); } TEST_CASE(single_dim) { std::vector ishapes = {make_shape({1}, {1})}; auto rshapes = migraphx::reduce_dims(ishapes); EXPECT(ishapes == rshapes); } TEST_CASE(empty) { auto rshapes = migraphx::reduce_dims({}); EXPECT(rshapes.empty()); } int main(int argc, const char* argv[]) { test::run(argc, argv); }