forked from camenduru/ai-voice-cloning
fixes #176
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@ -774,7 +774,8 @@ class TrainingState():
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keys = {
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'lrs': ['lr'],
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'losses': ['loss_text_ce', 'loss_mel_ce'],
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'accuracy': [],
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'accuracies': [],
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'grad_norms': [],
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}
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if args.tts_backend == "vall-e":
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keys['lrs'] = [
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@ -797,6 +798,7 @@ class TrainingState():
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'ar-half.loss.acc', 'nar-half.loss.acc',
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'ar-quarter.loss.acc', 'nar-quarter.loss.acc',
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]
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keys['grad_norms'] = ['ar.grad_norm', 'nar.grad_norm', 'ar-half.grad_norm', 'nar-half.grad_norm', 'ar-quarter.grad_norm', 'nar-quarter.grad_norm']
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for k in keys['lrs']:
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if k not in self.info:
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@ -823,7 +825,7 @@ class TrainingState():
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self.losses.append( self.statistics['loss'][-1] )
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for k in ['ar.grad_norm', 'nar.grad_norm', 'ar-half.grad_norm', 'nar-half.grad_norm', 'ar-quarter.grad_norm', 'nar-quarter.grad_norm']:
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for k in keys['grad_norms']:
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if k not in self.info:
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continue
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self.statistics['grad_norm'].append({'epoch': epoch, 'it': self.it, 'value': self.info[k], 'type': k})
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