[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=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv6b]
epsW=0.00001,0.00001
epsB=0.002
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 pre-trained on 2009-10k (notes below), so initialized from below net
# init epsw 0.001, 0.0001 on conv1
# on guppy8
# logs/layers-146-2012-2009.log
# /nobackup/kriz/tmp/ConvNet__2012-09-17_17.01.42
# epoch 3: set conv1 epsw to 0.00001 from 0.0001
# epoch 4: set conv1 epsw to 0 from 0.00001
# 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 52: killed
# multiview validation:
# logprob:  1.646452, 0.391000, 0.168760 

# 146-2009 notes:
# this is 145, and initialized from 145 (up to conv5) but with also conv6 and trained on 2009-10k
# /nobackup/kriz/tmp/ConvNet__2012-09-14_22.48.00
# on guppy8
# initialized from /nobackup/kriz/tmp/ConvNet__2012-09-13_03.43.56.bak
# init epsw 0.001 on conv1-5, 0.01 on fc, conv6
# logs/layers-146-2009.log
# epoch 2.1600: set epsw to 0.001 from 0.01 on fc, conv6
# epoch 6.6491: killed