#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); }