Paddle

Commit Graph

Author	SHA1	Message	Date
Abhinav Arora	11bebeb2dc	Removing updates of Beta1 and Beta2 power accumulators outside the op (#4925 )	7 years ago
Abhinav Arora	116800378a	Adding the Adam Optimizer operator (#4733 ) * add adam op moment1_out = beta1 * moment1 + (1 − beta1) * grad moment2_out = beta2 * moment2 + (1 − beta2) * grad * grad moment1_hat = moment1_out / (1 - beta1^t) moment2_hat = moment2_out / (1 - beta2^t) param_out = param - learning_rate * moment1_hat / (sqrt(moment2_hat) + epsilon) * fix moment 2 * Adding the Adam optimization operator * Adding more tests for Adam op	7 years ago

Author

SHA1

Message

Date

Abhinav Arora

11bebeb2dc

Removing updates of Beta1 and Beta2 power accumulators outside the op (#4925 )

Abhinav Arora

116800378a

Adding the Adam Optimizer operator (#4733 )

* add adam op

moment1_out = beta1 * moment1 + (1 − beta1) * grad
moment2_out = beta2 * moment2 + (1 − beta2) * grad * grad
moment1_hat =  moment1_out / (1 - beta1^t)
moment2_hat =  moment2_out / (1 - beta2^t)
param_out = param - learning_rate * moment1_hat / (sqrt(moment2_hat) +
epsilon)

* fix moment 2

* Adding the Adam optimization operator

* Adding more tests for Adam op

2 Commits (9580c4507772f718dd90e9dc5bb64943e60a1b85)