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148
layers/layer-params-148.cfg
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148
layers/layer-params-148.cfg
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[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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[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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# this is like #145 but without normalization layers
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# on guppy9
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# logs/layers-148.log
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# /nobackup/kriz/tmp/ConvNet__2012-11-02_23.33.30
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# epoch 22: set epsw to 0.001 from 0.01
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# epoch 44: set epsw to 0.0001 from 0.001
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# epoch 69: set epsw to 0.00001 from 0.0001 on conv1, set color noise to 0 from 0.1
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# epoch 73: set epsw to 0 from 0.00001 on conv1
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# epoch 86: set epsw to 0.00001 from 0.0001
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# epoch 97: killed
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# validation multiview:
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# logprob: 1.822358, 0.420340, 0.193620 (1.4% top-1 worse than 145)
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