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2885 2899 Add support to support subclass of Tensor or numpy array #2900

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Merged
wyli merged 8 commits into from
Sep 6, 2021
Merged

2885 2899 Add support to support subclass of Tensor or numpy array #2900

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42a45e0
Merge pull request #19 from Project-MONAI/master
Nic-Ma Feb 1, 2021
cd16a13
Merge pull request #32 from Project-MONAI/master
Nic-Ma Feb 24, 2021
6f87afd
Merge pull request #180 from Project-MONAI/dev
Nic-Ma Jul 22, 2021
4d34809
Merge pull request #212 from Project-MONAI/dev
Nic-Ma Sep 6, 2021
04899b6
[DLMED] fix type issue
Nic-Ma Sep 6, 2021
a252b0d
[DLMED] fix test
Nic-Ma Sep 6, 2021
beb1c76
[DLMED] simplify the change
Nic-Ma Sep 6, 2021
c481122
[DLMED] fix flake8
Nic-Ma Sep 6, 2021
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9 changes: 8 additions & 1 deletion monai/utils/type_conversion.py
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Original file line number Diff line number Diff line change
Expand Up @@ -171,7 +171,14 @@ def convert_data_type(
Returns:
modified data, orig_type, orig_device
"""
orig_type = type(data)
orig_type: Any
if isinstance(data, torch.Tensor):
orig_type = torch.Tensor
elif isinstance(data, np.ndarray):
orig_type = np.ndarray
else:
orig_type = type(data)

orig_device = data.device if isinstance(data, torch.Tensor) else None

output_type = output_type or orig_type
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