// Copyright © 2023 Apple Inc. #include "doctest/doctest.h" #include "mlx/mlx.h" using namespace mlx::core; TEST_CASE("test type promotion") { for (auto t : {bool_, uint32, int32, int64, float32}) { auto a = array(0, t); CHECK_EQ(result_type({a}), t); std::vector arrs = {array(0, t), array(0, t)}; CHECK_EQ(result_type(arrs), t); } { std::vector arrs = {array(false), array(0, int32)}; CHECK_EQ(result_type(arrs), int32); } { std::vector arrs = {array(0, int32), array(false), array(0.0f)}; CHECK_EQ(result_type(arrs), float32); } } TEST_CASE("test normalize axis") { struct TestCase { int axis; int ndim; int expected; }; std::vector testCases = { {0, 3, 0}, {1, 3, 1}, {2, 3, 2}, {-1, 3, 2}, {-2, 3, 1}, {-3, 3, 0}}; for (const auto& tc : testCases) { CHECK_EQ(normalize_axis_index(tc.axis, tc.ndim), tc.expected); } CHECK_THROWS(normalize_axis_index(3, 3)); CHECK_THROWS(normalize_axis_index(-4, 3)); } TEST_CASE("test finfo") { CHECK_EQ(finfo(float32).dtype, float32); CHECK_EQ(finfo(complex64).dtype, float32); CHECK_EQ(finfo(float16).dtype, float16); CHECK_EQ(finfo(float32).min, std::numeric_limits::lowest()); CHECK_EQ(finfo(float32).max, std::numeric_limits::max()); CHECK_EQ(finfo(complex64).min, std::numeric_limits::lowest()); CHECK_EQ(finfo(complex64).max, std::numeric_limits::max()); CHECK_EQ(finfo(float16).min, -65504); CHECK_EQ(finfo(float16).max, 65504); } TEST_CASE("test iinfo") { CHECK_EQ(iinfo(int8).dtype, int8); CHECK_EQ(iinfo(int64).dtype, int64); CHECK_EQ(iinfo(int64).max, std::numeric_limits::max()); CHECK_EQ(iinfo(uint64).max, std::numeric_limits::max()); CHECK_EQ(iinfo(uint64).max, std::numeric_limits::max()); CHECK_EQ(iinfo(uint64).min, 0); CHECK_EQ(iinfo(int64).min, std::numeric_limits::min()); }