[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=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4b]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.0001
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
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 #135, but changes the cnorm layers to rnorm

# on lsvrc-2010:
# logs/layers-137-2010.log
# on guppy9
# /nobackup/kriz/tmp/ConvNet__2012-09-13_02.47.12
# epoch 25: set epsw to 0.001 from 0.01
# epoch 49: set epsw to 0.0001 from 0.001
# epoch 81: set epsw to 0.00001 from 0.0001 on conv1,conv2
#           set color noise to 0 from 0.1
# epoch 85: set epsw to 0 from 0.00001 on conv1,conv2
#           set epsw to 0.00001 from 0.0001 elsewhere 
# epoch 103: killed
# validation:
# logprob:  1.727592, 0.394153, 0.182784 
# validation multiview:
# logprob:  1.632875, 0.377960, 0.171020 
# test multiview:
# logprob:  1.623185, 0.376167, 0.171247 

# on lsvrc-2012:
# on guppy8
# logs/layers-137.log
# /nobackup/kriz/tmp/ConvNet__2012-08-25_05.39.04
# epoch 26: set epsw to 0.001 from 0.01
# epoch 50: set epsw to 0.0001 from 0.001
# epoch 75: set epsw to 0 from 0.0001 on conv1,conv2
#           set color noise to 0 from 0.1
# epoch 84: set epsw to 0.00001 from 0.0001
# epoch 92: made backup to /nobackup/kriz/tmp/ConvNet__2012-08-25_05.39.04.bak
#           set epsw to 0.0001 from 0.00001 (conv1/2 still 0)
#           using BRIGHTNESS NOISE of 0.2 (in other words i zeroed out the other components of the color noise)
# epoch 101: set color (brightness) noise to 0 from 0.2
# epoch 105: set epsw to 0.00001 from 0.0001
# experiment a failure. going back to training /nobackup/kriz/tmp/ConvNet__2012-08-25_05.39.04.bak
# epoch 99: killed
# logprob:  1.751138, 0.407820, 0.183440 

# batch size 128 x 8:
# /nobackup/kriz/tmp/ConvNet__2012-09-07_17.08.47
# epoch 25: set epsw to 0.001 from 0.01
#           made backup to /nobackup/kriz/tmp/ConvNet__2012-09-07_17.08.47.bak
# epoch 34: killed, its not good