207 lines
3.2 KiB
INI
207 lines
3.2 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=0.0000,0.0000
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epsB=0.00
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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=0.0000,0.0000
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epsB=0.00
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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=0.00001,0.00001
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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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[conv3b]
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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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[conv4a]
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epsW=0.0001
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epsB=0.002
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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=0.002
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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=0.002
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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=0.002
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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=0.00001,0.00001
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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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[fc2048b]
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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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[fc2048ba]
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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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[fc2048bb]
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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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[fc1000]
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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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[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 like #135, but changes the cnorm layers to rnorm
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# on lsvrc-2010:
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# logs/layers-137-2010.log
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# on guppy9
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# /nobackup/kriz/tmp/ConvNet__2012-09-13_02.47.12
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# epoch 25: set epsw to 0.001 from 0.01
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# epoch 49: set epsw to 0.0001 from 0.001
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# epoch 81: 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 85: set epsw to 0 from 0.00001 on conv1,conv2
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# set epsw to 0.00001 from 0.0001 elsewhere
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# epoch 103: killed
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# validation:
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# logprob: 1.727592, 0.394153, 0.182784
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# validation multiview:
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# logprob: 1.632875, 0.377960, 0.171020
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# test multiview:
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# logprob: 1.623185, 0.376167, 0.171247
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# on lsvrc-2012:
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# on guppy8
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# logs/layers-137.log
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# /nobackup/kriz/tmp/ConvNet__2012-08-25_05.39.04
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# epoch 26: set epsw to 0.001 from 0.01
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# epoch 50: set epsw to 0.0001 from 0.001
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# epoch 75: set epsw to 0 from 0.0001 on conv1,conv2
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# set color noise to 0 from 0.1
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# epoch 84: set epsw to 0.00001 from 0.0001
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# epoch 92: made backup to /nobackup/kriz/tmp/ConvNet__2012-08-25_05.39.04.bak
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# set epsw to 0.0001 from 0.00001 (conv1/2 still 0)
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# using BRIGHTNESS NOISE of 0.2 (in other words i zeroed out the other components of the color noise)
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# epoch 101: set color (brightness) noise to 0 from 0.2
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# epoch 105: set epsw to 0.00001 from 0.0001
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# experiment a failure. going back to training /nobackup/kriz/tmp/ConvNet__2012-08-25_05.39.04.bak
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# epoch 99: killed
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# logprob: 1.751138, 0.407820, 0.183440
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# batch size 128 x 8:
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# /nobackup/kriz/tmp/ConvNet__2012-09-07_17.08.47
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# epoch 25: set epsw to 0.001 from 0.01
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# made backup to /nobackup/kriz/tmp/ConvNet__2012-09-07_17.08.47.bak
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# epoch 34: killed, its not good
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