deepgeek/CosyVoice
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fix hifigan init bug

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lyuxiang.lx
2024-10-22 10:27:36 +08:00
parent d1f7c1c9d7
commit d554db7e32
4 changed files with 94 additions and 53 deletions
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11
cosyvoice/bin/train.py
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@@ -68,6 +68,10 @@ def get_args():
action='store_true',
default=False,
help='Use pinned memory buffers used for reading')
parser.add_argument('--use_amp',
action='store_true',
default=False,
help='Use automatic mixed precision training')
parser.add_argument('--deepspeed.save_states',
dest='save_states',
default='model_only',
@@ -133,6 +137,9 @@ def main():
# Get executor
executor = Executor(gan=gan)
# Init scaler, used for pytorch amp mixed precision training
scaler = torch.cuda.amp.GradScaler() if args.use_amp else None
# Start training loop
for epoch in range(info_dict['max_epoch']):
executor.epoch = epoch
@@ -141,9 +148,9 @@ def main():
group_join = dist.new_group(backend="gloo", timeout=datetime.timedelta(seconds=args.timeout))
if gan is True:
executor.train_one_epoc_gan(model, optimizer, scheduler, optimizer_d, scheduler_d, train_data_loader, cv_data_loader,
writer, info_dict, group_join)
writer, info_dict, scaler, group_join)
else:
executor.train_one_epoc(model, optimizer, scheduler, train_data_loader, cv_data_loader, writer, info_dict, group_join)
executor.train_one_epoc(model, optimizer, scheduler, train_data_loader, cv_data_loader, writer, info_dict, scaler, group_join)
dist.destroy_process_group(group_join)