[conv1a]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[2000]

[conv1b]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[2000]

[conv2a]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[2000]

[conv2b]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=exp[2000]

[conv3a]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[2000]

[conv3b]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[2000]

[conv4a]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[2000]

[conv4b]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[2000]

[conv5a]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[2000]

[conv5b]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=exp[2000]

[fc2048a]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[2000]

[fc2048b]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[2000]

[fc2048ba]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[2000]

[fc2048bb]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[2000]

[fc1000]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=exp[2000]

[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 #154 and #155, but with learning rates in the range 0.02 to 0.00001
# on guppy9
# /nobackup/kriz/tmp/ConvNet__2012-12-20_01.29.32
# logs/layers-156.log
# epoch 61: set color noise to 0 from 0.1
# epoch 72: set epsw to 0 from 0.02 on conv1
# validation:
# logprob:  1.870253, 0.428933, 0.198336 
# validation multiview: 
# logprob:  1.751178, 0.407640, 0.183500