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use torch.long for multiclass classification labels #291

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use torch.long for multiclass classification labels #291

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0309ab3
use torch.long for multiclass classification labels
raphaelschwinger Dec 17, 2024
7c0eb07
Merge remote-tracking branch 'origin/main' into labels-multiclass-long
raphaelschwinger Dec 17, 2024
bbef213
Update birdset/datamodule/components/transforms.py
raphaelschwinger Dec 17, 2024
fd88376
Update birdset/datamodule/components/transforms.py
raphaelschwinger Dec 17, 2024
4317544
Update birdset/datamodule/components/transforms.py
raphaelschwinger Dec 17, 2024
a8c727e
Update birdset/datamodule/components/transforms.py
raphaelschwinger Dec 17, 2024
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3 changes: 1 addition & 2 deletions birdset/datamodule/components/transforms.py
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Original file line number Diff line number Diff line change
Expand Up @@ -172,7 +172,7 @@ def transform_labels(self, labels):
labels = torch.tensor(labels, dtype=torch.float16)

elif self.task == "multiclass":
labels = labels
labels = torch.tensor(labels, dtype=torch.long)

return labels

Expand Down Expand Up @@ -276,7 +276,6 @@ def transform_values(self, batch):
input_values = waveform_batch["input_values"]
input_values = input_values.unsqueeze(1)
labels = torch.tensor(batch["labels"])

if self.wave_aug:
input_values, labels = self._waveform_augmentation(input_values, labels)

Expand Down