AlexNet/layers/layer-params-118.cfg
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

168 lines
2 KiB
INI

[conv1a]
epsW=0.0000
epsB=0.00
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv1b]
epsW=0.0000
epsB=0.00
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv2a]
epsW=0.0000,0.0000
epsB=0.00
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
wcNormMin=0.001,0
wcNormMax=0.002,0
[conv2b]
epsW=0.0000,0.0000
epsB=0.00
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
wcNormMin=0.001,0
wcNormMax=0.002,0
[conv3a]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[conv3b]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[conv4a]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv4b]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv5a]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv5b]
epsW=0.00001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[fc2048a]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc2048b]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc2048ba]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc2048bb]
epsW=0.00001,0.00001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc1000]
epsW=0.00001,0.00001
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 #112 but with wcnorm on conv2, and also trained on jpeg
# logs/layers-118.log
# /nobackup/kriz/tmp/ConvNet__2012-07-19_18.35.31
# epoch 23: set epsw to 0.001 from 0.01
# epoch 46: set epsw to 0.0001 from 0.001
# epoch 65: set epsw to 0.00001 from 0.0001 on conv1,conv2
# set color noise to 0 from 0.1
# epoch 75: set epsw to 0 from 0.00001 on conv1,conv2
# epoch 84: set epsw to 0.00001 from 0.0001
# epcoh 98: killed
# [1.640873252105713, 0.37831333333333333, 0.17355999999999999]