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

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

# trained on lsvrc-2012 (full), like #120 but
# this examines whether communication is necessary at conv3
# .. meaning it has no communication at conv3
# on gpu
# /storage/tmp/ConvNet__2012-08-01_02.35.01
# logs/layers-127.log
# killed, since we know now that full sucks.

# trained on lsvrc-2012 (non-full). like #120 but now also make conv3,conv4 wider to compensate for lost connections
# on guppy8
# logs/layers-127a.log
# /ais/gobi3/u/kriz/tmp/ConvNet__2012-08-02_00.18.36
# epoch 21: set epsw to 0.001 from 0.01
# epoch 36: killed, significantly worse than 120