AlexNet/layers/layer-params-121.cfg
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

179 lines
2 KiB
INI

[conv1a]
epsW=0.0000
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv1b]
epsW=0.0000
epsB=0.0
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv2a]
epsW=0.0000,0.0000
epsB=0.0
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[conv2b]
epsW=0.0000,0.0000
epsB=0.0
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[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
[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
[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
[cnorm1a]
scale=0.001
pow=0.75
[cnorm1b]
scale=0.001
pow=0.75
# this is like #120 but with cnorm over conv1 as well
# on guppy8
# logs/layers-121.log
# /nobackup/kriz/tmp/ConvNet__2012-07-22_15.59.00
# epoch 25: set epsw to 0.001 from 0.01
# epoch 51: set epsw to 0.0001 from 0.001
# epoch 63: set epsw to 0.00001 from 0.0001 on conv1,conv2
# set color noise to 0 from 0.1
# epoch 76: set epsw to 0 from 0.00001 on conv1,conv2
# epoch 90: set epsw to 0.00001 from 0.0001
# worse than 120