Function marian::inits::dropout¶
Defined in File node_initializers.cpp
Function Documentation¶
-
Ptr<NodeInitializer>
marian::inits
::
dropout
(float dropoutProbability)¶ Initialize a dropout mask (a tensor of 0 and 1) with given dropout probability.
Dropout is proposed as a technique to prevent Neural Networks from overfitting.
- Return
- Parameters
dropoutProbability
: a float type defines the dropout probability. E.g., dropoutProbability=0.1 means 90% of values are kept.