AlexNet/layers/layer-params-110.cfg
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

146 lines
1.8 KiB
INI

[conv1a]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv1b]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv2a]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[conv2b]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[conv3a]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[conv3b]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[conv4a]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv4b]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv5a]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv5b]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[fc2048a]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc2048b]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc2048ba]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc2048bb]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc1000]
epsW=0.0001,0.0001
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
# this is like #101 but without rnorm. it's about time i found out how helpful it is to modern nets
# on guppy7
# logs/layers-110.log
# /nobackup/kriz/tmp/ConvNet__2012-07-11_00.26.55
# epoch 19: set epsw to 0.001 from 0.01
# epoch 46: set epsw to 0.0001 from 0.001
# epoch 67: set epsw to 0.00001 from 0.0001 on conv1,conv2
# set color noise to 0 from 0.1
# epoch 66: set epsw to 0 from 0.00001 on conv1,conv2
# epoch 75: killed, it looks to be about 1% worse than #101