Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 4 additions & 0 deletions pytensor/tensor/extra_ops.py
Original file line number Diff line number Diff line change
Expand Up @@ -1710,6 +1710,10 @@ def linspace(
axis=axis,
)

if retstep:
samples, step = ls
return samples.astype(dtype), step

return ls.astype(dtype)


Expand Down
16 changes: 16 additions & 0 deletions tests/tensor/test_extra_ops.py
Original file line number Diff line number Diff line change
Expand Up @@ -1356,6 +1356,22 @@ def test_space_ops(op, dtype, start, stop, num_samples, endpoint, axis):
)


@pytest.mark.parametrize("dtype", [None, "int64", "floatX"])
def test_linspace_retstep(dtype):
dtype = dtype if dtype != "floatX" else config.floatX
samples, step = pt.linspace(0, 1, num=3, retstep=True, dtype=dtype)

result = function(inputs=[], outputs=[samples, step], mode="FAST_COMPILE")()
assert result is not None
actual_samples, actual_step = result
expected_samples, expected_step = np.linspace(
0, 1, num=3, retstep=True, dtype=dtype
)

np.testing.assert_allclose(actual_samples, expected_samples)
np.testing.assert_allclose(actual_step, expected_step)


def test_concat_with_broadcast():
rng = np.random.default_rng()
a = pt.tensor("a", shape=(1, 3, 5))
Expand Down