Skip to content

Fix invalid numpy dtype #1456

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
Jun 9, 2025
Merged

Fix invalid numpy dtype #1456

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
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
2 changes: 1 addition & 1 deletion pytensor/gradient.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2302,7 +2302,7 @@ def _is_zero(x):

class ZeroGrad(ViewOp):
def grad(self, args, g_outs):
return [g_out.zeros_like(g_out) for g_out in g_outs]
return [g_out.zeros_like() for g_out in g_outs]

def R_op(self, inputs, eval_points):
if eval_points[0] is None:
Expand Down
18 changes: 9 additions & 9 deletions pytensor/scalar/basic.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3237,7 +3237,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz * exp2(x) * log(np.array(2, dtype=x.type)),)
return (gz * exp2(x) * log(np.array(2, dtype=x.dtype)),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3376,7 +3376,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz * np.array(np.pi / 180, dtype=gz.type),)
return (gz * np.array(np.pi / 180, dtype=gz.dtype),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3411,7 +3411,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz * np.array(180.0 / np.pi, dtype=gz.type),)
return (gz * np.array(180.0 / np.pi, dtype=gz.dtype),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3484,7 +3484,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (-gz / sqrt(np.array(1, dtype=x.type) - sqr(x)),)
return (-gz / sqrt(np.array(1, dtype=x.dtype) - sqr(x)),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3558,7 +3558,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz / sqrt(np.array(1, dtype=x.type) - sqr(x)),)
return (gz / sqrt(np.array(1, dtype=x.dtype) - sqr(x)),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3630,7 +3630,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz / (np.array(1, dtype=x.type) + sqr(x)),)
return (gz / (np.array(1, dtype=x.dtype) + sqr(x)),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3753,7 +3753,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz / sqrt(sqr(x) - np.array(1, dtype=x.type)),)
return (gz / sqrt(sqr(x) - np.array(1, dtype=x.dtype)),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3830,7 +3830,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz / sqrt(sqr(x) + np.array(1, dtype=x.type)),)
return (gz / sqrt(sqr(x) + np.array(1, dtype=x.dtype)),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down Expand Up @@ -3908,7 +3908,7 @@ def L_op(self, inputs, outputs, gout):
else:
return [x.zeros_like()]

return (gz / (np.array(1, dtype=x.type) - sqr(x)),)
return (gz / (np.array(1, dtype=x.dtype) - sqr(x)),)

def c_code(self, node, name, inputs, outputs, sub):
(x,) = inputs
Expand Down
2 changes: 1 addition & 1 deletion pytensor/sparse/rewriting.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -193,7 +193,7 @@ def c_code_cache_version(self):
def local_inplace_addsd_ccode(fgraph, node):
"""Rewrite to insert inplace versions of `AddSD`."""
if isinstance(node.op, sparse.AddSD) and config.cxx:
out_dtype = ps.upcast(*node.inputs)
out_dtype = ps.upcast(*[inp.type.dtype for inp in node.inputs])
if out_dtype != node.inputs[1].dtype:
return
new_node = AddSD_ccode(format=node.inputs[0].type.format, inplace=True)(
Expand Down