Initial commit
This commit is contained in:
Laurent El Shafey
commit
9fdd561586
246 changed files with 58283 additions and 0 deletions
450
layers/layer-params-184-4gpu.cfg
Normal file
450
layers/layer-params-184-4gpu.cfg
Normal file
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@ -0,0 +1,450 @@
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[conv1a]
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epsW=0.02
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epsB=0.04
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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=0.02
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epsB=0.04
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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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[conv1c]
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epsW=0.02
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epsB=0.04
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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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[conv1d]
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epsW=0.02
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epsB=0.04
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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=0.02
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epsB=0.04
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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=0.02
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epsB=0.04
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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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[conv2c]
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epsW=0.02
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epsB=0.04
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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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[conv2d]
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epsW=0.02
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epsB=0.04
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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=0.02,0.02,0.02
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epsB=0.04
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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=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=0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv3c]
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epsW=0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv3d]
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epsW=0.02,0.02,0.02
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epsB=0.04
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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=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=0.02
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epsB=0.04
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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=0.02
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epsB=0.04
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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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[conv4c]
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epsW=0.02
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epsB=0.04
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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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[conv4d]
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epsW=0.02
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epsB=0.04
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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=0.02
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epsB=0.04
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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=0.02
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epsB=0.04
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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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[conv5c]
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epsW=0.02
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epsB=0.04
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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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[conv5d]
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epsW=0.02
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epsB=0.04
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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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[conv6a]
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epsW=0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv6b]
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epsW=0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv6c]
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epsW=0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[conv6d]
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epsW=0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024a]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024b]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024c]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024d]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024ba]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024bb]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024bc]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1024bd]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1000a]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1000b]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1000c]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=dexp[tgtFactor=250,noiseStdev=0,numSteps=4]
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schedB=dexp[tgtFactor=10,noiseStdev=0,numSteps=2]
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[fc1000d]
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epsW=0.02,0.02,0.02,0.02
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epsB=0.04
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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=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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[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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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[cnorm2a]
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scale=0.001
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pow=0.75
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|
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[cnorm2b]
|
||||
scale=0.001
|
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pow=0.75
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|
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[cnorm2c]
|
||||
scale=0.001
|
||||
pow=0.75
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||||
|
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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 183 but with half as many top-level conv filters so the # of params is not @#$%&!
|
||||
# also the fc layers are not connected .. fully (not to 3)
|
||||
# on krunch
|
||||
# 50 epochs
|
||||
# logs/layers-184.log
|
||||
# /nobackup/kriz/tmp/ConvNet__2013-03-04_04.05.18
|
||||
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