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Fix bug in LayerInfo.get_kernel_size when kernel sizes are torch.Tensor with single item #365

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Fix bug in LayerInfo.get_kernel_size when kernel sizes are torch.Tensor with single item #365

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6 changes: 4 additions & 2 deletions torchinfo/layer_info.py
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Original file line number Diff line number Diff line change
Expand Up @@ -161,9 +161,11 @@ def get_kernel_size(module: nn.Module) -> int | list[int] | None:
if hasattr(module, "kernel_size"):
k = module.kernel_size
kernel_size: int | list[int]
if isinstance(k, Iterable):
if isinstance(k, Iterable) and (
not isinstance(k, torch.Tensor) or k.ndim > 0
):
kernel_size = list(k)
elif isinstance(k, int):
elif isinstance(k, (int, torch.Tensor)):
kernel_size = int(k)
else:
raise TypeError(f"kernel_size has an unexpected type: {type(k)}")
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