190 lines
2.1 KiB
INI
190 lines
2.1 KiB
INI
[conv1a]
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epsW=0.0
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epsB=0.0
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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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sched=exp[2000]
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[conv1b]
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epsW=0.0
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epsB=0.0
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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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sched=exp[2000]
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[conv2a]
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epsW=0.02
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epsB=0.04
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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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sched=exp[2000]
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[conv2b]
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epsW=0.02
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epsB=0.04
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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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sched=exp[2000]
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[conv3a]
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epsW=0.02,0.02
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epsB=0.04
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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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sched=exp[2000]
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[conv3b]
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epsW=0.02,0.02
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epsB=0.04
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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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sched=exp[2000]
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[conv4a]
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epsW=0.02
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epsB=0.04
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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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sched=exp[2000]
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[conv4b]
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epsW=0.02
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epsB=0.04
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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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sched=exp[2000]
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[conv5a]
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epsW=0.02
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epsB=0.04
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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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sched=exp[2000]
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[conv5b]
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epsW=0.02
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epsB=0.04
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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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sched=exp[2000]
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[fc2048a]
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epsW=0.02,0.02
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epsB=0.04
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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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sched=exp[2000]
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[fc2048b]
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epsW=0.02,0.02
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epsB=0.04
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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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sched=exp[2000]
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[fc2048ba]
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epsW=0.02,0.02
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epsB=0.04
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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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sched=exp[2000]
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[fc2048bb]
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epsW=0.02,0.02
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epsB=0.04
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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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sched=exp[2000]
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[fc1000]
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epsW=0.02,0.02
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epsB=0.04
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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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sched=exp[2000]
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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 #153 (so uses same file) but with exp learning rate schedule
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# its also like #154 and #155, but with learning rates in the range 0.02 to 0.00001
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# on guppy9
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# /nobackup/kriz/tmp/ConvNet__2012-12-20_01.29.32
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# logs/layers-156.log
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# epoch 61: set color noise to 0 from 0.1
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# epoch 72: set epsw to 0 from 0.02 on conv1
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# validation:
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# logprob: 1.870253, 0.428933, 0.198336
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# validation multiview:
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# logprob: 1.751178, 0.407640, 0.183500
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