AlexNet/layers/layer-params-2009-101.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=0.00
[conv1b]
epsW=0.01
epsB=0.002
momW=0.9
momB=0.9
wc=0.0005
wball=0.00
[conv2a]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[conv2b]
epsW=0.01,0.01
epsB=0.002
momW=0.9,0.9
momB=0.9
wc=0.0005,0.0005
wball=0.00,0.00
[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
[fc10184]
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 guppy9
# this is like #101 (on gpu) but this is trained on imgnet-2009
# epoch 6: set epsw to 0.001 from 0.01
# epoch 14: set epsw to 0.0001 from 0.001
# epoch 19: set epsw to 0.00001 from 0.0001 on conv1,conv2
# set color noise to 0 from 0.1
# epoch 27: set epsw to 0 from 0.00001 on conv1,conv2
# epoch 30: set epsw to 0.00001 from 0.0001
# epoch 33: killed
# [3.4620055494832287, 0.69382157140195966, 0.43646610858041701]