[conv1a]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv1b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00

[conv2a]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv2b]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00

[conv3a]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv3b]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[conv4a]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv4b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5a]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[conv5b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0

[fc2048a]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048b]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048ba]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc2048bb]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0

[fc10184]
epsW=0.01,0.01
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

[rnorm1b]
scale=0.0001
pow=0.75

[rnorm2a]
scale=0.0001
pow=0.75

[rnorm2b]
scale=0.0001
pow=0.75

# on guppy9
# this is like #101 (on gpu) but this is trained on imgnet-2009
# epoch 6: set epsw to 0.001 from 0.01
# epoch 14: set epsw to 0.0001 from 0.001
# epoch 19: set epsw to 0.00001 from 0.0001 on conv1,conv2
#           set color noise to 0 from 0.1
# epoch 27: set epsw to 0 from 0.00001 on conv1,conv2
# epoch 30: set epsw to 0.00001 from 0.0001
# epoch 33: killed
# [3.4620055494832287, 0.69382157140195966, 0.43646610858041701]