[conv1a]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
wcnorm=0.00

[conv1b]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
wcnorm=0.00

[conv2a]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
wcNormMin=0.001,0
wcNormMax=0.002,0

[conv2b]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
wcNormMin=0.001,0
wcNormMax=0.002,0

[conv3a]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv3b]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv4a]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4b]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc3072a]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc3072b]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc3072ba]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc3072bb]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc3072ca]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc3072cb]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc1000]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[logprob]
coeff=1
topk=5

[hs1a]
enable=true

[hs2a]
enable=true

[hs3a]
enable=true

[hs1b]
enable=true

[hs2b]
enable=true

[hs3b]
enable=true

[rnorm1a]
scale=0.0001
pow=0.75

[rnorm1b]
scale=0.0001
pow=0.75

[rnorm2a]
scale=0.0001
pow=0.75

[rnorm2b]
scale=0.0001
pow=0.75

# this is like #101 but uses wcnorm in conv2 and also has 3 fc layers, with width 6144. 
# on guppy9
# logs/layers-114.log
# 140523240 params (incl biases)
# /nobackup/kriz/tmp/ConvNet__2012-07-15_14.56.24
# epoch 20: set epsw to 0.001 from 0.01
# epoch 40: killed, doing worse than 115 which is the same but has only 2 fc layers