[conv1a]
epsW=0.0001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv1b]
epsW=0.0001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv2a]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv2b]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv3a]
epsW=0.0001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv3b]
epsW=0.0001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4a]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv4b]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv5a]
epsW=0.0001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.0001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc2048a]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048b]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048ba]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048bb]
epsW=0.0001,0.0001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc1000]
epsW=0.0001,0.0001
epsB=0.02
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

[hs1b]
enable=true

[hs2b]
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

[cnorm2a]
scale=0.001
pow=0.75

[cnorm2b]
scale=0.001
pow=0.75

# this is a hybrid of 131 and 132: so it's like 120, but has communication in conv4 instead of conv3, and it also puts rnorm1 directly over conv1
# on guppy7
# logs/layers-133.log
# /nobackup/kriz/tmp/ConvNet__2012-08-15_16.08.23
# epoch 21: set epsw to 0.001 from 0.01
# epoch 48: set epsw to 0.0001 from 0.001
# epoch 50: killed, worse than 131