[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

[conv6a]
epsW=0.00001,0.00001
epsB=0.022
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv6b]
epsW=0.00001,0.00001
epsB=0.022
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[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
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 146 but pretrained on 2011, now training on 2012
# init epsw 0.0001 on conv1, 0.001 elsewhere
# guppy9
# logs/layers-146-2012-2011.log
# /nobackup/kriz/tmp/ConvNet__2012-09-23_14.57.12
# 300 batches: set epsw to 0.01 from 0.001 on fc1000
# epoch 5: set conv1 epsw to 0.00001 from 0.0001
# epoch 7: set conv1 epsw to 0 from 0.00001
# epoch 9: set fc1000 epsw to 0.001 from 0.01
# epoch 22: set epsw to 0.0001 from 0.001
# epoch 38: set color noise to 0 from 0.1
# epoch 42: set epsw to 0.00001 from 0.0001
# epoch 54: killed
# multiview validation:
# logprob:  1.633191, 0.389900, 0.166220 

# 146-2011 notes:
# this is 146, trained on 2011-20k, initialized from 2009-10k (conv layers only)
# init epw 0.001 on conv layers, 0.01 on fc
# logs/layers-146-2011.log
# on guppy9
# /nobackup/kriz/tmp/ConvNet__2012-09-19_23.29.04
# epoch 6: set epsw to 0.001 from 0.01
# epoch 8.11295: killed