AlexNet/layers/layer-params-99.cfg
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

162 lines
1.8 KiB
INI

[conv1a]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.005
[conv1b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.005
[conv2a]
epsW=0.01,0.01,0.01
epsB=0.002
momW=0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005
wball=0.003,0.003,0.003
[conv2b]
epsW=0.01,0.01,0.01
epsB=0.002
momW=0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005
wball=0.003,0.003,0.003
[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
[fc1000]
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 guppy7
# this is like #97 (on gpu) but with different rnorm2
# logs/layers-99.log
# /nobackup/kriz/tmp/ConvNet__2012-06-26_20.35.00
# diff rnorm2 doesnt seem to stop conv2 filters from dying
# now trying wball on conv1, conv2
# logs/layers-99a.log
# /nobackup/kriz/tmp/ConvNet__2012-06-26_23.41.56
# /nobackup/kriz/tmp/ConvNet__2012-06-27_03.57.56
# lot of filters seem to remain random on conv2