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PrashanthaTP avatar PrashanthaTP commented on May 28, 2024

Commit 9095033 fixes the issue.

wav2mov/models/wav2mov.py

Lines 193 to 224 in 9095033

def __optimize(self,adversarial):
self.fake_video_frames = None
self.fake_video_frames_c = None
FRACTION =5
losses = {'gen':(0.0,0),
'id':(0.0,0),
'l1':(0.0,0),
'sync':(0.0,0),
'seq':(0.0,0)}
for sub_batch in self.__get_sub_batch(fraction=FRACTION):
self.model.set_input(sub_batch)
loss_id_dict = self.model.optimize_id(adversarial=False)
# self.logger.debug(f'wav2mov 456 {loss_id}')
# for name,(loss,n) in loss_id.items():
# prev_loss,prev_n = losses.get(name,(0.0,0))
# loss_id[name] = (prev_loss+loss,prev_n+n)
losses = self._merge_losses(losses,loss_id_dict)
self.model.step_id_disc()
# self.model.step_gen()#because RuntimeError: step() has already been called since the last update().in next step_gen()
self.model.set_input(self.get_sub_seq(do_re_gen=adversarial,fraction=FRACTION))
loss_sync_dict = self.model.optimize_sync(adversarial)
losses = self._merge_losses(losses,loss_sync_dict)
self.model.step_sync_disc()
self.model.step_gen()
self.model.update_scale()
# losses = {**losses,**loss_id,**loss_sync}
return losses

from wav2mov.

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