[conv1a]
epsW=0.0000
epsB=0.00
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv1b]
epsW=0.0000
epsB=0.00
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv2a]
epsW=0.0000,0.0000
epsB=0.00
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv2b]
epsW=0.0000,0.0000
epsB=0.00
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv3a]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv3b]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv4a]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4b]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc2048a]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048b]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048ba]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048bb]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc1000]
epsW=0.00001,0.00001
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

[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 like #101 but with contrast normalization layers over rnorm2
# on guppy7
# logs/layers-106.log
# /nobackup/kriz/tmp/ConvNet__2012-07-07_21.11.34
# epoch 22: set epsw to 0.001 from 0.01
# epoch 31: killed, turns out weight contrast normalization is better

# restart after fixing cnorm
# on guppy9
# logs/layers-106a.log
# /nobackup/kriz/tmp/ConvNet__2012-07-17_19.06.09
# epoch 21: set epsw to 0.001 from 0.01

# restart with proper learning rate
# logs/layers-106b.log
# /nobackup/kriz/tmp/ConvNet__2012-07-19_04.15.40
# epoch 23: set epsw to 0.001 from 0.01
# epoch 46: set epsw to 0.0001 from 0.001
# epoch 61: set epsw to 0.00001 from 0.0001 on conv1,conv2
#           set color noise to 0 from 0.1
# epoch 72: set epsw to 0 from 0.00001 on conv1,conv2
# epoch 79: set epsw to 0.00001 from 0.0001
# epoch 93: killed
# [1.5942473039940013, 0.3705782743769917, 0.16672222296297284]