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Export / import functions to / from a file (#1642)

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* export and import functions

* refactor + works for few primitives

* nit

* allow primitives with state

* nit

* nit

* simplify serialize / deserialize

* fix for constants

* python bindings

* maybe fix serialize failure case

* add example

* more primitives, training kind of works

* same result for python and c++

* some fixes

* fix export

* template it up

* some simplificatoin

* rebase

* allow kwargs and multiple functions

* exporter

* more primitives for exporting

* deal with endianness

* handle invalid stream

* add docstring
This commit is contained in:
Awni Hannun
2024-12-24 11:19:13 -08:00
committed by GitHub
parent 935c8c4bb1
commit 4ba0c24a8f
35 changed files with 2239 additions and 90 deletions
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2
python/src/mlx.cpp
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@@ -19,6 +19,7 @@ void init_linalg(nb::module_&);
void init_constants(nb::module_&);
void init_fast(nb::module_&);
void init_distributed(nb::module_&);
void init_export(nb::module_&);
NB_MODULE(core, m) {
m.doc() = "mlx: A framework for machine learning on Apple silicon.";
@@ -39,6 +40,7 @@ NB_MODULE(core, m) {
init_constants(m);
init_fast(m);
init_distributed(m);
init_export(m);
m.attr("__version__") = TOSTRING(_VERSION_);
}