mlx/python/src/mlx.cpp
Gabrijel Boduljak 6b0d30bb85
linalg.norm (#187)
* 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>
2023-12-26 19:42:04 -08:00

36 lines
803 B
C++

// Copyright © 2023 Apple Inc.
#include <pybind11/pybind11.h>
#define STRINGIFY(x) #x
#define TOSTRING(x) STRINGIFY(x)
namespace py = pybind11;
void init_array(py::module_&);
void init_device(py::module_&);
void init_stream(py::module_&);
void init_metal(py::module_&);
void init_ops(py::module_&);
void init_transforms(py::module_&);
void init_random(py::module_&);
void init_fft(py::module_&);
void init_linalg(py::module_&);
PYBIND11_MODULE(core, m) {
m.doc() = "mlx: A framework for machine learning on Apple silicon.";
auto reprlib_fix = py::module_::import("mlx._reprlib_fix");
init_device(m);
init_stream(m);
init_array(m);
init_metal(m);
init_ops(m);
init_transforms(m);
init_random(m);
init_fft(m);
init_linalg(m);
m.attr("__version__") = TOSTRING(_VERSION_);
}