Description Usage Arguments References See Also
function that calculates the delta function of a darch object with batch normalization
1 2 | backpropagate_delta_bn(darch, trainData, targetData,
errorFunc = meanSquareErr, with_BN = TRUE)
|
darch |
a darch instance |
trainData |
training input |
targetData |
training target |
errorFunc |
error function to minimize during training. Right now mean squared erros and cross entropy errors are supported. |
with_BN |
traing with batch normalization on or off |
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe, Christian Szegedy
http://jmlr.org/proceedings/papers/v37/ioffe15.pdf Pg 4
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