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Add dictionary support #101

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11 changes: 11 additions & 0 deletions torchsummary/torchsummary.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,17 @@ def hook(module, input, output):
summary[m_key]["output_shape"] = [
[-1] + list(o.size())[1:] for o in output
]
'''
Adding check for dictionaries in the output. Dictionary are faster
for lookup and makes for more readable code.
'''
if isinstance(output, (dict)):
summary[m_key]["output_shape" ] = [
[-1] + list(output[key].size())[1:] for key in
output.keys()
]
print(summary[m_key]["output_shape"])

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