AlexNet/layers/layer-params-114.cfg
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

187 lines
2 KiB
INI

[conv1a]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
wcnorm=0.00
[conv1b]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
wcnorm=0.00
[conv2a]
epsW=0.001,0.001
epsB=0.002
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=0.001,0.001
epsB=0.002
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=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[conv3b]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[conv4a]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv4b]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv5a]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv5b]
epsW=0.001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[fc3072a]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc3072b]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc3072ba]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc3072bb]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc3072ca]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc3072cb]
epsW=0.001,0.001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[fc1000]
epsW=0.001,0.001
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
[hs3a]
enable=true
[hs1b]
enable=true
[hs2b]
enable=true
[hs3b]
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
# this is like #101 but uses wcnorm in conv2 and also has 3 fc layers, with width 6144.
# on guppy9
# logs/layers-114.log
# 140523240 params (incl biases)
# /nobackup/kriz/tmp/ConvNet__2012-07-15_14.56.24
# epoch 20: set epsw to 0.001 from 0.01
# epoch 40: killed, doing worse than 115 which is the same but has only 2 fc layers