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support for list as output item, not only tensors #167

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support for list as output item, not only tensors #167

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12 changes: 9 additions & 3 deletions torchsummary/torchsummary.py
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Original file line number Diff line number Diff line change
Expand Up @@ -30,9 +30,15 @@ def hook(module, input, output):
summary[m_key]["input_shape"] = list(input[0].size())
summary[m_key]["input_shape"][0] = batch_size
if isinstance(output, (list, tuple)):
summary[m_key]["output_shape"] = [
[-1] + list(o.size())[1:] for o in output
]
output_shape = []
for o in output:
if isinstance(o, (list, tuple)):
for item in o:
output_shape.append([-1] + list(item.size())[1:])
else:
output_shape.append([-1] + list(o.size())[1:])

summary[m_key]["output_shape"] = output_shape
else:
summary[m_key]["output_shape"] = list(output.size())
summary[m_key]["output_shape"][0] = batch_size
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