[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=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv2b]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv3a]
epsW=0.00001,0.00001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv3b]
epsW=0.00001,0.00001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv4a]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4b]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.00001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc2048a]
epsW=0.00001,0.00001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048b]
epsW=0.00001,0.00001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048ba]
epsW=0.00001,0.00001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048bb]
epsW=0.00001,0.00001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc1000]
epsW=0.00001,0.00001
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

# this is like #145 but without normalization layers
# on guppy9
# logs/layers-148.log
# /nobackup/kriz/tmp/ConvNet__2012-11-02_23.33.30
# epoch 22: set epsw to 0.001 from 0.01
# epoch 44: set epsw to 0.0001 from 0.001
# epoch 69: set epsw to 0.00001 from 0.0001 on conv1, set color noise to 0 from 0.1
# epoch 73: set epsw to 0 from 0.00001 on conv1
# epoch 86: set epsw to 0.00001 from 0.0001
# epoch 97: killed
# validation multiview:
# logprob:  1.822358, 0.420340, 0.193620 (1.4% top-1 worse than 145)