Optimizers with better performance than Adam in CIFAR-10.
Project description
Optimizers with better performance than Adam in CIFAR-10.
1.Optimizers:
a.Adam_tanh
b.Adam_tanh2
c.Adam_tanh3
d.Adam_tanh_w
e.Adam_tanh2_w
f.Adam_tanh3_w
g.diffGradw
2.use_methods:
pip install Adam_tanhx
import Adam_tanhx
#Adam_tanh can be replaced by any optimizer above
optimizer = Adam_tanhx.Adam_tanh(net.parameters())
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