[conv1a]
epsW=0.001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv1b]
epsW=0.001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv2a]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv2b]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv3a]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv3b]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv4a]
epsW=0.001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4b]
epsW=0.001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc2048a]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048b]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048ba]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048bb]
epsW=0.001,0.001
epsB=0.02
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc1000]
epsW=0.001
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=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 137, but with treefc
# on guppy9
# init epsw 0.01 -- this run does not sale epsw by node size
# /nobackup/kriz/tmp/ConvNet__2012-09-10_22.47.57
# logs/layers-137-tree.log
# epoch 14: set epsw to 0.001 from 0.01
# epoch 38: killed..its stuck at 2.17 nats.. should be nearer to 2.06. perhaps resume later

# 137 notes:
# this is like #135, but changes the cnorm layers to rnorm
# 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