[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
epsB=0.02
momW=0.9
momB=0.9
wc=0.0005
wball=0

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

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

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

[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

[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 120 but with communication in conv4 instead of conv3
# on gpu
# logs/layers-132.log
# /storage/tmp/ConvNet__2012-08-11_02.23.36
# epoch 20: set epsw to 0.001 from 0.01
# epoch 44: set epsw to 0.0001 from 0.001
# moved to guppy9
# @#$%&!, killed, i accidentally trained this on full

# restart:
# /nobackup/kriz/tmp/ConvNet__2012-08-13_16.47.07
# logs/layers-132a.log
# epoch 23: set epsw to 0.001 from 0.01
# epoch 4x: set epsw to 0.0001 from 0.001
# epoch 65: set epsw to 0.00001 from 0.0001 on conv1,conv2
#           set color noise to 0 from 0.1
# epoch 71: set epsw to 0 from 0.00001 on conv1,conv2
# epoch 88: killed, worse than 131