242 lines
5.1 KiB
INI
242 lines
5.1 KiB
INI
[conv1a]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv1b]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv2a]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv2b]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv3a]
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epsW=0.01,0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv3b]
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epsW=0.01,0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv4a]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv4b]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv5a]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv5b]
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epsW=0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc2048a]
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epsW=0.01,0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc2048b]
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epsW=0.01,0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc2048ba]
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epsW=0.01,0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc2048bb]
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epsW=0.01,0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1000]
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epsW=0.01,0.01
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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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schedW=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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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 #159 (so uses same def file: 153) but with learning rate decaying to 0.00004
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# not starting this because its first ~24 epochs are gonna be completley identical to 169, so might as well wait for that one
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# 169 backup at 23 epochs: /nobackup/kriz/tmp/ConvNet__2013-01-07_04.03.15.bak (guppy9)
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# on guppy8
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# /nobackup/kriz/tmp/ConvNet__2013-01-07_04.03.15.layer-170
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# logs/layers-170.log
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# epoch 68: set color noise to 0 from 0.1
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#NOTE: free gpus 2,3 after done
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# epoch 74: set conv1 epsw to 0 from 0.01
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# logprob: 1.838933, 0.423407, 0.195827
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# multiview logprob: 1.730076, 0.405280, 0.180480
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# resuming for 55 more epochs, this time adding in the fade-in of images with prob 5%:
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# /nobackup/kriz/tmp/ConvNet__2013-01-07_04.03.15.layer-170.fade
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# guppy8
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# logs/layers-170-contfade.log
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# epoch 107: set epochs to 300 to increase learning rate, also turned on 0.1
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# epoch 127: set epsw to 0.0025148669 from 0.01, set schedw to default from dexp[250,0,4]
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# epoch 127: set epsw to 0.00063245555 from 0.0025148669
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# epoch 127: set epsw to 0.0015874011 -- which is the correct one for thi slevel
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# epoch 127: set epsw to 0.00025198421
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# epoch 137: set color noise to 0 from 0.1, also turned off fade-in
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# restart from scratch with fade:
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# logs/layers-170-fade.log
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# /nobackup/kriz/tmp/ConvNet__2013-01-31_18.52.37
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# guppy8
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# epoch 61: set color noise to 0 from 0.1
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# epoch 76: set conv1 epsw to 0 from 0.01
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# logprob: 1.831731, 0.422944, 0.195334
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# multiview: logprob: 1.726111, 0.402500, 0.181160
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# now with fade probability 0.15 instead of 0.05:
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# krunch
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# logs/layers-170-fade-0.15.log
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# /nobackup/kriz/tmp/ConvNet__2013-02-06_08.27.55
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# moving to guppy9
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# epoch 68: set color noise to 0 from 0.1
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# epoch 74: set conv1 epsw to 0 from 0.1, set fade prob to 0.05 from 0.15
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# logprob: 1.836181, 0.425008, 0.196351
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# restart normal 170 but on 2 gpus which can't talk to each other -- just to make sure it'll work fine, and to measure the effect of quantization (#170-quant)
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# guppy9
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# logs/layers-170-gpu-1-2.log
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# /nobackup/kriz/tmp/ConvNet__2013-02-23_12.16.26
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# epoch 60: set color noise to 0 from 0.1
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# epoch 63: moved to guppy5
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# /nobackup_a/kriz/tmp/ConvNet__2013-02-23_12.16.26/
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