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Laurent El Shafey
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9fdd561586
246 changed files with 58283 additions and 0 deletions
412
layers/layer-params-170-4gpu-exp.cfg
Normal file
412
layers/layer-params-170-4gpu-exp.cfg
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[conv1a]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv1b]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv1c]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv1d]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv2a]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv2b]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv2c]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv2d]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv3a]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv3b]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv3c]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv3d]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv4a]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv4b]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv4c]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv4d]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv5a]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv5b]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv5c]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[conv5d]
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epsW=0.04
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epsB=0.08
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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=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024a]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024b]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024c]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024d]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024ba]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024bb]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024bc]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1024bd]
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epsW=0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005
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wball=0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1000a]
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epsW=0.04,0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005,0.0005
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wball=0,0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1000b]
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epsW=0.04,0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005,0.0005
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wball=0,0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1000c]
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epsW=0.04,0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005,0.0005
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wball=0,0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=0]
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[fc1000d]
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epsW=0.04,0.04,0.04,0.04
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epsB=0.08
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momW=0.9,0.9,0.9,0.9
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momB=0.9
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wc=0.0005,0.0005,0.0005,0.0005
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wball=0,0,0,0
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schedW=exp[tgtFactor=1000,noiseStdev=0]
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schedB=exp[tgtFactor=10,noiseStdev=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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[hs1b]
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enable=true
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[hs1c]
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enable=true
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[hs1d]
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enable=true
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[hs2a]
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enable=true
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[hs2b]
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enable=true
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[hs2c]
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enable=true
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[hs2d]
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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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[rnorm1c]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm1d]
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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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[rnorm2c]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm2d]
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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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[cnorm2c]
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scale=0.001
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pow=0.75
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[cnorm2d]
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scale=0.001
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pow=0.75
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# this is like 170-4gpu but with exp leraning rate
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# uses config file #153-4gpu
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# on krunch
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# logs/layers-170-4gpu-exp.log
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# /nobackup/kriz/tmp/ConvNet__2013-02-24_23.19.05
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# epoch 14: moved to guppy9
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# /nobackup/kriz/tmp/ConvNet__2013-02-24_23.19.05
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# killed, exp is bad
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