Dropout: Dropout
In Microsoft/CNTK-R: R Interface to the Microsoft Cognitive Toolkit (CNTK)
Description
Usage
Arguments
Details
Description
Layer factory function to create a drop-out layer.
Usage
1
Arguments
name
string (optional) the name of the Function instance in the network
Details
The dropout rate can be specified as the probability of dropping a value
(dropout_rate). E.g. Dropout(0.3) means “drop 30
Alternatively, it can also be specified as the probability of keeping a
value (keep_prob).
The dropout operation is only applied during training. During testing, this
is a no-op. To make sure that this leads to correct results, the dropout
operation in training multiplies the result by (1/(1-dropout_rate)).
Microsoft/CNTK-R documentation built on May 28, 2019, 1:52 p.m.
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Description Usage Arguments Details
Description
Layer factory function to create a drop-out layer.
Usage
1 |
Arguments
name |
string (optional) the name of the Function instance in the network |
Details
The dropout rate can be specified as the probability of dropping a value (dropout_rate). E.g. Dropout(0.3) means “drop 30 Alternatively, it can also be specified as the probability of keeping a value (keep_prob).
The dropout operation is only applied during training. During testing, this is a no-op. To make sure that this leads to correct results, the dropout operation in training multiplies the result by (1/(1-dropout_rate)).
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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