[conv1a]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv1b]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv2a]
epsW=0.01
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv2b]
epsW=0.01
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv3a]
epsW=0.01,0.01
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv3b]
epsW=0.01,0.01
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv4a]
epsW=0.01
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv4b]
epsW=0.01
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv5a]
epsW=0.01
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[conv5b]
epsW=0.01
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[fc2048a]
epsW=0.01,0.01
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[fc2048b]
epsW=0.01,0.01
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[fc2048ba]
epsW=0.01,0.01
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[fc2048bb]
epsW=0.01,0.01
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[fc1000]
epsW=0.01,0.01
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
schedW=dexp[250,0,4]
schedB=dexp[10,0,2]

[logprob]
coeff=1
topk=5

[hs1a]
enable=true

[hs2a]
enable=true

[hs1b]
enable=true

[hs2b]
enable=true

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

[rnorm1b]
scale=0.0001
pow=0.75
minDiv=2

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

[rnorm2b]
scale=0.0001
pow=0.75
minDiv=2

[cnorm2a]
scale=0.001
pow=0.75

[cnorm2b]
scale=0.001
pow=0.75

[pool2a]
doMax=true

[pool2b]
doMax=true

# this is like #170 but with pool2 now rand instead of max
# on guppy8
# logs/layers-178.log
# /nobackup/kriz/tmp/ConvNet__2013-01-19_01.39.21
# epoch 68: set color noise to 0 from 0.1
# epoch 69: set pool2a,pool2b domax=true from false
# 1.85 :(

# restart from 31, turning off rnadomness
# logs/layers-178-domax31.log
# /nobackup/kriz/tmp/ConvNet__2013-01-19_01.39.21.restart-31/
# epoch 60: set color noise to 0 from 0.1
# epoch 75: set epsw conv1 to 0 from 0.01
# logprob:  1.845021, 0.424038, 0.197017