AlexNet/layers/layer-params-120-4gpu-auto3.cfg
Laurent El Shafey 9fdd561586 Initial commit
2024-12-10 08:56:11 -08:00

313 lines
3.4 KiB
INI

[conv1a]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv1b]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv1c]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv1d]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv2a]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[conv2b]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[conv2c]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[conv2d]
epsW=0.0001,0.0001
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
[conv3c]
epsW=0.0001,0.0001
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0,0
[conv3d]
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
[conv4c]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv4d]
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
[conv5c]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[conv5d]
epsW=0.0001
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0
[fc1024-1a]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1024-1b]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1024-1c]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1024-1d]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1024-2a]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1024-2b]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1024-2c]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1024-2d]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[fc1000]
epsW=0.0001,0.0001,0.0001,0.0001
epsB=0.002
momW=0.9,0.9,0.9,0.9
momB=0.9
wc=0.0005,0.0005,0.0005,0.0005
wball=0,0,0,0
[logprob]
coeff=1
topk=5
[hs1a]
enable=true
[hs1b]
enable=true
[hs1c]
enable=true
[hs1d]
enable=true
[hs2a]
enable=true
[hs2b]
enable=true
[hs2c]
enable=true
[hs2d]
enable=true
[rnorm1a]
scale=0.0001
pow=0.75
[rnorm1b]
scale=0.0001
pow=0.75
[rnorm1c]
scale=0.0001
pow=0.75
[rnorm1d]
scale=0.0001
pow=0.75
[rnorm2a]
scale=0.0001
pow=0.75
[rnorm2b]
scale=0.0001
pow=0.75
[rnorm2c]
scale=0.0001
pow=0.75
[rnorm2d]
scale=0.0001
pow=0.75
[cnorm2a]
scale=0.001
pow=0.75
[cnorm2b]
scale=0.001
pow=0.75
[cnorm2c]
scale=0.001
pow=0.75
[cnorm2d]
scale=0.001
pow=0.75
# this is like #120 but on 4 gpus. trained on 2012 (non-full)
# on guppy
# logs/layers-120-4gpu.log
# /ais/gobi3/u/kriz/tmp/ConvNet__2012-08-03_14.28.23