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device-map test #227

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device-map test #227

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6 changes: 3 additions & 3 deletions acestep/cpu_offload.py
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Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@ def __exit__(self, *args):
self.model.to("cpu")
if torch.cuda.is_available():
torch.cuda.empty_cache()
torch.cuda.synchronize()
# torch.cuda.synchronize()


T = TypeVar('T')
Expand All @@ -31,8 +31,8 @@ def wrapper(self, *args, **kwargs):
if not self.cpu_offload:
return func(self, *args, **kwargs)

# Get the device from the class
device = self.device
# Get the device from the class device map
device = getattr(self, "device_map", {}).get(model_attr, self.device)
# Get the model from the class attribute
model = getattr(self, model_attr)

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1 change: 1 addition & 0 deletions acestep/music_dcae/music_dcae_pipeline.py
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Expand Up @@ -118,6 +118,7 @@ def decode(self, latents, audio_lengths=None, sr=None):
pred_wavs = []

for latent in latents:
latent = latent.to(self.device)
mels = self.dcae.decoder(latent.unsqueeze(0))
mels = mels * 0.5 + 0.5
mels = mels * (self.max_mel_value - self.min_mel_value) + self.min_mel_value
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