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fix inplace to not make a shallow copy (#804)

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Awni Hannun 2024-03-07 09:34:11 -08:00 committed by GitHub
parent f512b905c7
commit b7588fd5d7
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GPG Key ID: B5690EEEBB952194
2 changed files with 25 additions and 10 deletions
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20
python/src/array.cpp
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@ -802,7 +802,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__iadd__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
a.overwrite_descriptor(add(a, to_array(v, a.dtype())));
return a;
},
@ -821,7 +821,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__isub__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
a.overwrite_descriptor(subtract(a, to_array(v, a.dtype())));
return a;
},
@ -840,7 +840,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__imul__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
a.overwrite_descriptor(multiply(a, to_array(v, a.dtype())));
return a;
},
@ -859,7 +859,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__itruediv__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
if (!is_floating_point(a.dtype())) {
throw std::invalid_argument(
"In place division cannot cast to non-floating point type.");
@ -894,7 +894,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__ifloordiv__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
a.overwrite_descriptor(floor_divide(a, to_array(v, a.dtype())));
return a;
},
@ -914,7 +914,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__imod__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
a.overwrite_descriptor(remainder(a, to_array(v, a.dtype())));
return a;
},
@ -980,7 +980,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__imatmul__",
[](array& a, array& other) {
[](array& a, array& other) -> array& {
a.overwrite_descriptor(matmul(a, other));
return a;
},
@ -999,7 +999,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__ipow__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
a.overwrite_descriptor(power(a, to_array(v, a.dtype())));
return a;
},
@ -1034,7 +1034,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__iand__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
auto b = to_array(v, a.dtype());
if (is_floating_point(a.dtype()) || is_floating_point(b.dtype())) {
throw std::invalid_argument(
@ -1065,7 +1065,7 @@ void init_array(py::module_& m) {
"other"_a)
.def(
"__ior__",
[](array& a, const ScalarOrArray v) {
[](array& a, const ScalarOrArray v) -> array& {
auto b = to_array(v, a.dtype());
if (is_floating_point(a.dtype()) || is_floating_point(b.dtype())) {
throw std::invalid_argument(

15
python/tests/test_array.py
View File

@ -1442,6 +1442,21 @@ class TestArray(mlx_tests.MLXTestCase):
b @= a
self.assertTrue(mx.array_equal(a, b))
def test_inplace_preserves_ids(self):
a = mx.array([1.0])
orig_id = id(a)
a += mx.array(2.0)
self.assertEqual(id(a), orig_id)
a[0] = 2.0
self.assertEqual(id(a), orig_id)
a -= mx.array(3.0)
self.assertEqual(id(a), orig_id)
a *= mx.array(3.0)
self.assertEqual(id(a), orig_id)
def test_load_from_pickled_np(self):
a = np.array([1, 2, 3], dtype=np.int32)
b = pickle.loads(pickle.dumps(a))