CUDA out of memory

[vcstack]

Traceback (most recent call last):
File "/usr/local/bin/deepFilter", line 8, in
sys.exit(run())
File "/usr/local/lib/python3.10/dist-packages/df/enhance.py", line 378, in run
main(args)
File "/usr/local/lib/python3.10/dist-packages/df/enhance.py", line 78, in main
audio = enhance(
File "/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py", line 116, in decorate_context
return func(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/df/enhance.py", line 235, in enhance
enhanced = model(spec.clone(), erb_feat, spec_feat)[0].cpu()
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1562, in _call_impl
return forward_call(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/df/deepfilternet3.py", line 411, in forward
e0, e1, e2, e3, emb, c0, lsnr = self.enc(feat_erb, feat_spec)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1562, in _call_impl
return forward_call(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/df/deepfilternet3.py", line 177, in forward
c0 = self.df_conv0(feat_spec) # [B, C, T, Fc]
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1562, in _call_impl
return forward_call(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/container.py", line 219, in forward
input = module(input)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
return self._call_impl(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1562, in _call_impl
return forward_call(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/conv.py", line 458, in forward
return self._conv_forward(input, self.weight, self.bias)
File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/conv.py", line 454, in _conv_forward
return F.conv2d(input, weight, bias, self.stride,
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 10.67 GiB. GPU 0 has a total capacity of 14.75 GiB of which 2.47 GiB is free. Process 250338 has 12.27 GiB memory in use. Of the allocated memory 11.91 GiB is allocated by PyTorch, and 250.56 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)