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linalg.norm (#187)

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* implemented vector_norm in cpp

added linalg to mlx

* implemented vector_norm python binding

* renamed vector_norm to norm, implemented norm without provided ord

* completed the implementation of the norm

* added tests

* removed unused import in linalg.cpp

* updated python bindings

* added some tests for python bindings

* handling inf, -inf as numpy does, more extensive tests of compatibility with numpy

* added better docs and examples

* refactored mlx.linalg.norm bindings

* reused existing util for implementation of linalg.norm

* more tests

* fixed a bug with no ord and axis provided

* removed unused imports

* some style and API consistency updates to linalg norm

* remove unused includes

* fix python tests

* fixed a bug with frobenius norm of a complex-valued matrix

* complex for vector too

---------

Co-authored-by: Awni Hannun <awni@apple.com>
This commit is contained in:
Gabrijel Boduljak
2023-12-27 04:42:04 +01:00
committed by GitHub
parent 447bc089b9
commit 6b0d30bb85
12 changed files with 780 additions and 0 deletions
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python/src/CMakeLists.txt
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@@ -11,6 +11,7 @@ pybind11_add_module(
${CMAKE_CURRENT_SOURCE_DIR}/stream.cpp
${CMAKE_CURRENT_SOURCE_DIR}/transforms.cpp
${CMAKE_CURRENT_SOURCE_DIR}/random.cpp
${CMAKE_CURRENT_SOURCE_DIR}/linalg.cpp
)
if (NOT MLX_PYTHON_BINDINGS_OUTPUT_DIRECTORY)