203 lines
2.6 KiB
INI
203 lines
2.6 KiB
INI
[conv1a]
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epsW=0.0000
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epsB=0.00
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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[conv1b]
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epsW=0.0000
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epsB=0.00
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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[conv2a]
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epsW=0.00001
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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[conv2b]
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epsW=0.00001
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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[conv3a]
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epsW=0.00001,0.00001
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[conv3b]
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epsW=0.00001,0.00001
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[conv4a]
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epsW=0.00001
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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[conv4b]
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epsW=0.00001
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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[conv5a]
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epsW=0.00001
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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[conv5b]
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epsW=0.00001
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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[conv6a]
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epsW=0.00001,0.00001
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epsB=0.002
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[conv6b]
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epsW=0.00001,0.00001
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epsB=0.002
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[fc2048a]
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epsW=0.00001,0.00001
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[fc2048b]
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epsW=0.00001,0.00001
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[fc2048ba]
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epsW=0.00001,0.00001
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[fc2048bb]
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epsW=0.00001,0.00001
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[fc1000]
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epsW=0.00001,0.00001
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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[logprob]
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coeff=1
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topk=5
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[hs1a]
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enable=true
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[hs2a]
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enable=true
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[hs1b]
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enable=true
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[hs2b]
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enable=true
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[rnorm1a]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm1b]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm2a]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm2b]
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scale=0.0001
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pow=0.75
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minDiv=2
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[cnorm2a]
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scale=0.001
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pow=0.75
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[cnorm2b]
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scale=0.001
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pow=0.75
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# this is 146 but pre-trained on 2009-10k (notes below), so initialized from below net
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# init epsw 0.001, 0.0001 on conv1
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# on guppy8
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# logs/layers-146-2012-2009.log
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# /nobackup/kriz/tmp/ConvNet__2012-09-17_17.01.42
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# epoch 3: set conv1 epsw to 0.00001 from 0.0001
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# epoch 4: set conv1 epsw to 0 from 0.00001
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# epoch 22: set epsw to 0.0001 from 0.001
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# epoch 38: set color noise to 0 from 0.1
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# epoch 42: set epsw to 0.00001 from 0.0001
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# epoch 52: killed
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# multiview validation:
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# logprob: 1.646452, 0.391000, 0.168760
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# 146-2009 notes:
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# this is 145, and initialized from 145 (up to conv5) but with also conv6 and trained on 2009-10k
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# /nobackup/kriz/tmp/ConvNet__2012-09-14_22.48.00
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# on guppy8
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# initialized from /nobackup/kriz/tmp/ConvNet__2012-09-13_03.43.56.bak
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# init epsw 0.001 on conv1-5, 0.01 on fc, conv6
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# logs/layers-146-2009.log
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# epoch 2.1600: set epsw to 0.001 from 0.01 on fc, conv6
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# epoch 6.6491: killed
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