47 lines
562 B
INI
47 lines
562 B
INI
# 18% error on CIFAR-10 in 20 minutes - layer definition file
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# Reduce all learning rates by factor of 10 after 120 epochs.
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# Then another factor of 10 after 10 more epochs.
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[conv1]
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epsW=0.001
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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=0.004
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schedW=linear[1,1]
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[conv2]
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epsW=0.001
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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=0.004
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schedW=linear[1,1]
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[conv3]
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epsW=0.001
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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=0.004
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schedW=linear[1,1]
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[fc10]
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epsW=0.001
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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=1
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schedW=linear[1,1]
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[logprob]
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coeff=1
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[rnorm1]
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scale=0.00005
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pow=.75
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[rnorm2]
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scale=0.00005
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pow=.75
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