[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

[hsconv4a]
enable=true

[hsconv4b]
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

# this is like #170 but with dropout over conv4
# /nobackup/kriz/tmp/ConvNet__2013-01-16_11.40.03
# on guppy9
# logs/layers-177.log
# epoch 60: set color noise to 0 from 0.1
# epoch 73: set epsw to 0 from 0.01 on conv1
# epoch 73: made backup to /nobackup/kriz/tmp/ConvNet__2013-01-16_11.40.03.bak
#           consider using this backup to see what happens if i turn off conv dropout
#           logprob:  1.836304, 0.424376, 0.197056 
# multiview logprob:  1.744414, 0.406900, 0.183040