RVC-Project/Retrieval-based-Voice-Conversion-WebUI
Change the Optimization Method (AdamW --> diffGrad)
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#952 ouverte le 6 août 2023
good first issue
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Description
Adamw was replaced by a new optimization method - diffgrad. What do you think about it? Will you add it to increase the accuracy in the experiment?
Change
optim_g = torch.optim.AdamW(
net_g.parameters(),
hps.train.learning_rate,
betas=hps.train.betas,
eps=hps.train.eps,
)
optim_d = torch.optim.AdamW(
net_d.parameters(),
hps.train.learning_rate,
betas=hps.train.betas,
eps=hps.train.eps,
)
To
pip install torch-optimizer
...
import torch_optimizer as optimizer
...
optim_g = optimizer.DiffGrad(
net_g.parameters(),
hps.train.learning_rate,
betas=hps.train.betas,
eps=hps.train.eps,
)
optim_d = optimizer.DiffGrad(
net_d.parameters(),
hps.train.learning_rate,
betas=hps.train.betas,
eps=hps.train.eps,
)
Source diffGrad: https://github.com/shivram1987/diffGrad