205 lines
2.6 KiB
INI
205 lines
2.6 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=0.00001
|
|
epsB=0.02
|
|
momW=0.9
|
|
momB=0.9
|
|
wc=0.0005
|
|
wball=0.00
|
|
|
|
[conv2b]
|
|
epsW=0.00001
|
|
epsB=0.02
|
|
momW=0.9
|
|
momB=0.9
|
|
wc=0.0005
|
|
wball=0.00
|
|
|
|
[conv3a]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.02
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[conv3b]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.02
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[conv4a]
|
|
epsW=0.00001
|
|
epsB=0.02
|
|
momW=0.9
|
|
momB=0.9
|
|
wc=0.0005
|
|
wball=0
|
|
|
|
[conv4b]
|
|
epsW=0.00001
|
|
epsB=0.02
|
|
momW=0.9
|
|
momB=0.9
|
|
wc=0.0005
|
|
wball=0
|
|
|
|
[conv5a]
|
|
epsW=0.00001
|
|
epsB=0.02
|
|
momW=0.9
|
|
momB=0.9
|
|
wc=0.0005
|
|
wball=0
|
|
|
|
[conv5b]
|
|
epsW=0.00001
|
|
epsB=0.02
|
|
momW=0.9
|
|
momB=0.9
|
|
wc=0.0005
|
|
wball=0
|
|
|
|
[conv6a]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.022
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[conv6b]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.022
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[fc2048a]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.02
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[fc2048b]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.02
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[fc2048ba]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.02
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[fc2048bb]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.02
|
|
momW=0.9,0.9
|
|
momB=0.9
|
|
wc=0.0005,0.0005
|
|
wball=0,0
|
|
|
|
[fc1000]
|
|
epsW=0.00001,0.00001
|
|
epsB=0.02
|
|
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
|
|
minDiv=2
|
|
|
|
[rnorm1b]
|
|
scale=0.0001
|
|
pow=0.75
|
|
minDiv=2
|
|
|
|
[rnorm2a]
|
|
scale=0.0001
|
|
pow=0.75
|
|
minDiv=2
|
|
|
|
[rnorm2b]
|
|
scale=0.0001
|
|
pow=0.75
|
|
minDiv=2
|
|
|
|
[cnorm2a]
|
|
scale=0.001
|
|
pow=0.75
|
|
|
|
[cnorm2b]
|
|
scale=0.001
|
|
pow=0.75
|
|
|
|
# this is 146 but pretrained on 2011, now training on 2012
|
|
# init epsw 0.0001 on conv1, 0.001 elsewhere
|
|
# guppy9
|
|
# logs/layers-146-2012-2011.log
|
|
# /nobackup/kriz/tmp/ConvNet__2012-09-23_14.57.12
|
|
# 300 batches: set epsw to 0.01 from 0.001 on fc1000
|
|
# epoch 5: set conv1 epsw to 0.00001 from 0.0001
|
|
# epoch 7: set conv1 epsw to 0 from 0.00001
|
|
# epoch 9: set fc1000 epsw to 0.001 from 0.01
|
|
# epoch 22: set epsw to 0.0001 from 0.001
|
|
# epoch 38: set color noise to 0 from 0.1
|
|
# epoch 42: set epsw to 0.00001 from 0.0001
|
|
# epoch 54: killed
|
|
# multiview validation:
|
|
# logprob: 1.633191, 0.389900, 0.166220
|
|
|
|
# 146-2011 notes:
|
|
# this is 146, trained on 2011-20k, initialized from 2009-10k (conv layers only)
|
|
# init epw 0.001 on conv layers, 0.01 on fc
|
|
# logs/layers-146-2011.log
|
|
# on guppy9
|
|
# /nobackup/kriz/tmp/ConvNet__2012-09-19_23.29.04
|
|
# epoch 6: set epsw to 0.001 from 0.01
|
|
# epoch 8.11295: killed
|
|
|