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https://github.com/ml-explore/mlx.git
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5875252f87
- Add comprehensive test suite (test_metal_svd.cpp): * Basic functionality tests * Input validation tests * Various matrix sizes and batch processing * Reconstruction accuracy verification * Orthogonality property checks * Special matrices (identity, zero, diagonal) * Performance characteristic tests - Add detailed implementation documentation: * Algorithm description and complexity analysis * Usage examples and API documentation * Performance benchmarks and characteristics * Implementation details and file structure * Error handling and limitations * Contributing guidelines - Enhance error handling and robustness: * Improved input validation with detailed error messages * Memory allocation error handling * NaN/Inf input detection * Performance logging for large matrices - Integrate tests into CMake build system This completes the Metal SVD implementation with production-ready testing and documentation.
45 lines
1.2 KiB
CMake
45 lines
1.2 KiB
CMake
# Doctest works fine with cmake 3.5
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set(CMAKE_POLICY_VERSION_MINIMUM 3.5)
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FetchContent_Declare(
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doctest
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GIT_REPOSITORY "https://github.com/onqtam/doctest"
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GIT_TAG "ae7a13539fb71f270b87eb2e874fbac80bc8dda2")
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FetchContent_MakeAvailable(doctest)
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add_executable(tests ${PROJECT_SOURCE_DIR}/tests/tests.cpp)
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if(MLX_BUILD_METAL OR MLX_BUILD_CUDA)
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set(METAL_TEST_SOURCES gpu_tests.cpp test_metal_svd.cpp)
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endif()
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include(${doctest_SOURCE_DIR}/scripts/cmake/doctest.cmake)
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target_sources(
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tests
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PRIVATE allocator_tests.cpp
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array_tests.cpp
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arg_reduce_tests.cpp
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autograd_tests.cpp
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blas_tests.cpp
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compile_tests.cpp
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custom_vjp_tests.cpp
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creations_tests.cpp
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device_tests.cpp
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einsum_tests.cpp
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export_import_tests.cpp
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eval_tests.cpp
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fft_tests.cpp
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load_tests.cpp
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ops_tests.cpp
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random_tests.cpp
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scheduler_tests.cpp
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utils_tests.cpp
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vmap_tests.cpp
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linalg_tests.cpp
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${METAL_TEST_SOURCES})
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target_link_libraries(tests PRIVATE mlx doctest)
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doctest_discover_tests(tests)
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add_test(NAME tests COMMAND tests)
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