199 lines
2.8 KiB
INI
199 lines
2.8 KiB
INI
[conv1a]
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epsW=0.0001
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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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[conv1b]
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epsW=0.0001
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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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[conv2a]
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epsW=0.0001,0.0001
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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=0.00,0.00
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[conv2b]
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epsW=0.0001,0.0001
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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=0.00,0.00
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[conv3a]
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epsW=0.0001,0.0001
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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=0.0001,0.0001
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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=0.0001
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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=0.0001
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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=0.0001
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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=0.0001
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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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[fc2048a]
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epsW=0.0001,0.0001
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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=0.0001,0.0001
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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=0.0001,0.0001
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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=0.0001,0.0001
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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=0.0001,0.0001
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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 trains 135 on 2012, initialized from 2009 1-8800
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# on guppy9
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# init epsw 0.001
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# logs/layers-135-2012-pretrain-2009.log
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# /nobackup/kriz/tmp/ConvNet__2012-09-09_15.20.47
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# epoch 22: set epsw to 0.0001 from 0.001
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# epoch 23: putting on hold to train softmax tree
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# this is doing worse than 141-2009 anyway, which has an extra 6th conv layer (1.97 vs 2.00)
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# 135 notes:
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# this is like #131, but with minDiv of 2 on rnorms
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# on guppy8
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# /nobackup/kriz/tmp/ConvNet__2012-08-21_01.49.23
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# logs/layers-135.log
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# epoch 20: set epsw to 0.001 from 0.01
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# epoch 47: set epsw to 0.0001 from 0.001
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# epoch 66: set epsw to 0.00001 from 0.0001 on conv1,conv2
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# set color noise to 0 from 0.1
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# epoch 75: set epsw to 0 from 0.00001 on conv1,conv2
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# epoch 81: set epsw to 0.00001 from 0.0001
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# epoch 96: killed
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# validation multiview:
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# logprob: 1.757653, 0.410700, 0.184160
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# now let's train on 2009 1-8800
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# logs/layers-135-2009-bigtrain.log
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# on guppy9
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# /nobackup/kriz/tmp/ConvNet__2012-08-26_22.39.45
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# epoch 4.7822: set epsw to 0.001 from 0.01
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# epoch 8.1299: set epsw to 0.0001 from 0.001
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# epoch 10.3697: set epsw to 0.00001 from 0.0001 on conv1,conv2
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# set color noise to 0 from 0.1
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# epoch 11.4731: set epsw to 0 from 0.00001 on conv1,conv2
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# epoch 14.3906: set epsw to 0.00001 from 0.0001
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# epoch 17: killed
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