evaluation error

[mowen9]

When I run the following command: python evaluate.py \ --config ./config/batfd_default.toml \ --data_root $DATASET_PATH \ --checkpoint ./ckpt/batfd_default/last.ckpt

I meet this error:

Load 113541 data in train. Load 0 data in dev. Load 4150 data in test. GPU available: True (cuda), used: True TPU available: False, using: 0 TPU cores IPU available: False, using: 0 IPUs HPU available: False, using: 0 HPUs Traceback (most recent call last): File "/opt/data/private/code/DFD/3.LAV-DF-master/evaluate.py", line 128, in evaluate_lavdf(config, args) File "/opt/data/private/code/DFD/3.LAV-DF-master/evaluate.py", line 78, in evaluate_lavdf inference_batfd(model_name, model, dm, config["max_duration"], model_type, args.modalities, args.gpus) File "/opt/data/private/code/DFD/3.LAV-DF-master/inference.py", line 147, in inference_batfd trainer.predict(model, dm.test_dataloader()) File "/root/miniconda3/envs/py3.9/lib/python3.9/site-packages/pytorch_lightning/trainer/trainer.py", line 949, in predict return self._call_and_handle_interrupt( File "/root/miniconda3/envs/py3.9/lib/python3.9/site-packages/pytorch_lightning/trainer/trainer.py", line 648, in _call_and_handle_interrupt return self.strategy.launcher.launch(trainer_fn, *args, trainer=self, **kwargs) File "/root/miniconda3/envs/py3.9/lib/python3.9/site-packages/pytorch_lightning/strategies/launchers/multiprocessing.py", line 107, in launch mp.start_processes( File "/root/miniconda3/envs/py3.9/lib/python3.9/site-packages/torch/multiprocessing/spawn.py", line 189, in start_processes process.start() File "/root/miniconda3/envs/py3.9/lib/python3.9/multiprocessing/process.py", line 121, in start self._popen = self._Popen(self) File "/root/miniconda3/envs/py3.9/lib/python3.9/multiprocessing/context.py", line 284, in _Popen return Popen(process_obj) File "/root/miniconda3/envs/py3.9/lib/python3.9/multiprocessing/popen_spawn_posix.py", line 32, in init super().init(process_obj) File "/root/miniconda3/envs/py3.9/lib/python3.9/multiprocessing/popen_fork.py", line 19, in init self._launch(process_obj) File "/root/miniconda3/envs/py3.9/lib/python3.9/multiprocessing/popen_spawn_posix.py", line 47, in _launch reduction.dump(process_obj, fp) File "/root/miniconda3/envs/py3.9/lib/python3.9/multiprocessing/reduction.py", line 60, in dump ForkingPickler(file, protocol).dump(obj) AttributeError: Can't pickle local object '_get_Conv.._ConvNd'

Could you help me solve this error?

[ControlNet]

Could you please share your checkpoint with me, so I can have a look? You can send it to my email.

[mowen9]

Could you please share your checkpoint with me, so I can have a look? You can send it to my email.

Thanks for your reply. I have solved this error.

I have another question. I would like to request if it would be possible for you to provide the code for calculating AUC.

[ControlNet]

Answered in https://github.com/ControlNet/LAV-DF/issues/16.

[Kathy1214]

Could you please share your checkpoint with me, so I can have a look? You can send it to my email.

Thanks for your reply. I have solved this error.

I have another question. I would like to request if it would be possible for you to provide the code for calculating AUC.

I meet the same problem AttributeError: Can't pickle local object '_get_Conv.._ConvNd' Could you tell me how did you solve this error?

[ControlNet]

Could you please share your checkpoint with me, so I can have a look? You can send it to my email.

Thanks for your reply. I have solved this error. I have another question. I would like to request if it would be possible for you to provide the code for calculating AUC.

I meet the same problem AttributeError: Can't pickle local object '_get_Conv.._ConvNd' Could you tell me how did you solve this error?

@Kathy1214 , I think now it is resolved in https://github.com/ControlNet/LAV-DF/commit/c4b4d32fbd6895988a7e62632fe1985fcfec92f9