idan ahal
Reputation: 913
What is the difference between clipnorm and clipval on Keras
What is the difference between clipnorm and clipval.
Ex: opt = SGD(lr=0.01, momentum=0.9, clipnorm=1.0)
Upvotes: 4
Views: 6198
Answers (1)
Srihari Humbarwadi
Reputation: 2632
Incase of clipnorm, the l2 norm of the gradients is capped at the specified value.
While clipvalue caps the gradient values such that they don't exceed the specified value
Upvotes: 8
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