Warnings and FutureWarnings

[groadabike]

Hi,

Thank you for this great tool
Just wanted to let you know that Natten is raising a lot of Warnings and FutureWarnings when running the model using CLI.

To make this simple, I am just copying here the 4 warnings I am getting. But notice that the process is printing these Warnings many times, at leats 40 times.

/home/gerardoroadabike/anaconda3/envs/allinone/lib/python3.11/site-packages/natten/functional.py:1264: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.
  @custom_fwd
/home/gerardoroadabike/anaconda3/envs/allinone/lib/python3.11/site-packages/natten/functional.py:1336: FutureWarning: `torch.cuda.amp.custom_bwd(args...)` is deprecated. Please use `torch.amp.custom_bwd(args..., device_type='cuda')` instead.
  @custom_bwd

...

| 2024-10-24 16:41:04,459 | [[ natten.functional ]] [ WARNING ]: You're calling NATTEN op `natten.functional.natten1dqkrpb`, which is deprecated in favor of `natten.functional.na1d_qk`. Please consider switching, as this op will be removed soon.
| 2024-10-24 16:41:05,464 | [[ natten.functional ]] [ WARNING ]: You're calling NATTEN op `natten.functional.natten1dav`, which is deprecated in favor of `natten.functional.na1d_av`. Please consider switching, as this op will be removed soon.

My system
Linux.
CPU system
Pytorch 2.4.0
conda install pytorch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1 cpuonly -c pytorch

Natten
pip3 install natten==0.17.1+torch240cpu -f https://shi-labs.com/natten/wheels

pip install git+https://github.com/CPJKU/madmom # install the latest madmom directly from GitHub
pip install allin1