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Check if decoder is set #409

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Check if decoder is set #409

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5 changes: 4 additions & 1 deletion ctgan/synthesizers/tvae.py
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Original file line number Diff line number Diff line change
Expand Up @@ -128,6 +128,8 @@ def __init__(
self.loss_values = pd.DataFrame(columns=['Epoch', 'Batch', 'Loss'])
self.verbose = verbose

self.decoder = None

if not cuda or not torch.cuda.is_available():
device = 'cpu'
elif isinstance(cuda, str):
Expand Down Expand Up @@ -243,4 +245,5 @@ def sample(self, samples):
def set_device(self, device):
"""Set the `device` to be used ('GPU' or 'CPU)."""
self._device = device
self.decoder.to(self._device)
if self.decoder:
self.decoder.to(self._device)