sfonelayer
(4.0)
index
user/fomels/Monelayer.py
One layer NN training.
Synopsis
sfonelayer < x_train_obj.rsf ytrain=y_train_obj.rsf xval=x_val_obj.rsf yval=y_val_obj.rsf > loss_train_obj.rsf lossval=loss_val_obj.rsf
Reproducing the training process of the following example:
https://github.com/seg/tutorials-2018/tree/master/1808_Neural_networks
This is a minimal one-layer network:
x -> a -> z == y
The training uses L2 loss function.
Parameters
file
lossval=
auxiliary output file name
file
xval=
auxiliary input file name
file
ytrain=
auxiliary input file name
file
yval=
auxiliary input file name