[conv1a]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[20000]

[conv1b]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[20000]

[conv2a]
epsW=0.04
epsB=0.08
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[20000]

[conv2b]
epsW=0.04
epsB=0.08
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[20000]

[conv3a]
epsW=0.04,0.04
epsB=0.08
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[20000]

[conv3b]
epsW=0.04,0.04
epsB=0.08
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[20000]

[conv4a]
epsW=0.04
epsB=0.08
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[20000]

[conv4b]
epsW=0.04
epsB=0.08
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[20000]

[conv5a]
epsW=0.04
epsB=0.08
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[20000]

[conv5b]
epsW=0.04
epsB=0.08
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[20000]

[fc2048a]
epsW=0.04,0.04
epsB=0.08
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[20000]

[fc2048b]
epsW=0.04,0.04
epsB=0.08
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[20000]

[fc2048ba]
epsW=0.04,0.04
epsB=0.08
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[20000]

[fc2048bb]
epsW=0.04,0.04
epsB=0.08
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[20000]

[fc1000]
epsW=0.04,0.04
epsB=0.08
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[20000]

[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

# this is like #153 (so uses same file) but with exp learning rate schedule
# its also like #155, but with learning rates in the range 0.04 to 0.000002
# on guppy8
# logs/layers-158.log
# /nobackup/kriz/tmp/ConvNet__2012-12-23_17.34.48
# epoch 63: set color noise to 0 from 0.1
# epoch  77: set epsw to 0 from 0.04 on conv1
# validation:           logprob:  1.862656, 0.428884, 0.199910 
# validation multiview: logprob:  1.757155, 0.410260, 0.185380