[conv1a]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv2a]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv3a]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4a]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0


[fc4096a]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc4096ba]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc1000]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[logprob]
coeff=1
topk=5

[hs1a]
enable=true

[hs2a]
enable=true

[rnorm1a]
scale=0.0001
pow=0.75
minDiv=2

[rnorm2a]
scale=0.0001
pow=0.75
minDiv=2

[cnorm2a]
scale=0.001
pow=0.75

# this is #145 but only one column, although conv5 is as wide as 2 columns because otherwise this net would have about half as many parameters as the 2-column net, which wouldnt make for a fair comparison.
# on guppy9
# trained on 2010
# logs/layers-145-half.log
# /nobackup/kriz/tmp/ConvNet__2012-11-03_01.00.35
# epoch 20: set epstw ot 0.001 from 0.01
# epoch 48: set epstw ot 0.0001 from 0.001
# epoch 66: set epsw to 0.00001 from 0.0001 on conv1, set color noise to 0 from 0.1
# epoch 72: set epsw to 0 from 0.00001 on conv1
# epoch 96: killed
# test multiview logprob:  1.702802, 0.391680, 0.182287