Skip to content

[Bug Fix] Fix std when numel eq to 1 #102

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
lixinqi merged 1 commit into from
Aug 6, 2025
Merged

[Bug Fix] Fix std when numel eq to 1 #102

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
9 changes: 6 additions & 3 deletions graph_net/torch/utils.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -23,16 +23,19 @@ def apply_templates(forward_code: str) -> str:
def get_limited_precision_float_str(value):
if not isinstance(value, float):
return value
if not math.isfinite(value):
return f'float("{value}")'
return f"{value:.3f}"


def convert_state_and_inputs_impl(state_dict, example_inputs):
def tensor_info(tensor):
is_float = tensor.dtype.is_floating_point
mean = float(tensor.mean().item()) if is_float else None
std = float(tensor.std().item()) if is_float else None
std = None
if is_float:
if tensor.numel() <= 1:
std = 0.0
else:
std = float(tensor.std().item())
return {
"shape": list(tensor.shape),
"dtype": str(tensor.dtype),
Expand Down