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172
layers/layer-params-139.cfg
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172
layers/layer-params-139.cfg
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[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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wcNormMin=0.001,0
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wcNormMax=0.002,0
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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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wcNormMin=0.001,0
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wcNormMax=0.002,0
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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 is like #137 (hence uses same file) but has wcnorm on conv2[0]
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# epoch 19: 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 62: killed, about 0.01 nat worse than 137 (which is pretty significant at this stage)
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