# This is a random-mapping task, but a CONTINUOUS network has been thrown at
# it here.

set hiddenSize 50

addNet rand10x40-$hiddenSize -i 4.0 -t 5 CONTINUOUS
addGroup Input  10          INPUT
addGroup Hidden $hiddenSize IN_INTEGR
addGroup Output 10          OUTPUT
connectGroups   {Input Output} Hidden Output
autoPlot

loadExamples rand10x40.ex -s set1
setObj set1.graceTime  1.0
setObj set1.minTime    1.0
setObj set1.maxTime    4.0
loadExamples rand10x40b.ex -s set2
setObj set2.graceTime  1.0
setObj set2.minTime    1.0
setObj set2.maxTime    2.0

setObj  momentum           0.95
setObj  randRange          0.5
setObj  targetRadius       0.1
setObj  numUpdates         300
setObj  outputCostStrength 0.1
setObj  testGroupCrit      0.2

resetNet
