AlexNet/layers/layer-params-160.cfg
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

187 lines
2.1 KiB
INI

[conv1a]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=dexp[2000,4]
[conv1b]
epsW=0.0
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=dexp[2000,4]
[conv2a]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=dexp[2000,4]
[conv2b]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
sched=dexp[2000,4]
[conv3a]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=dexp[2000,4]
[conv3b]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=dexp[2000,4]
[conv4a]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=dexp[2000,4]
[conv4b]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=dexp[2000,4]
[conv5a]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=dexp[2000,4]
[conv5b]
epsW=0.02
epsB=0.04
momW=0.9
momB=0.9
wc=0.0005
wball=0
sched=dexp[2000,4]
[fc2048a]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=dexp[2000,4]
[fc2048b]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=dexp[2000,4]
[fc2048ba]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=dexp[2000,4]
[fc2048bb]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=dexp[2000,4]
[fc1000]
epsW=0.02,0.02
epsB=0.04
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
sched=dexp[2000,4]
[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 like #153 (so uses same file) but with dexp learning rate schedule
# its also like 159 but with rates in the range 0.02 to 0.00001
# on guppy7
# logs/layers-160.log
# /nobackup/kriz/tmp/ConvNet__2012-12-24_17.07.46
# epoch 61: set color noise to 0 from 0.1
# validation: 1.884187, 0.433855, 0.205452
# validation multiview: : 1.789202, 0.413740, 0.190360