[conv1a] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv1b] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv2a] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv2b] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv3a] epsW=0.01,0.01 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv3b] epsW=0.01,0.01 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv4a] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv4b] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv5a] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [conv5b] epsW=0.01 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [fc2048a] epsW=0.01,0.01 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [fc2048b] epsW=0.01,0.01 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [fc2048ba] epsW=0.01,0.01 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [fc2048bb] epsW=0.01,0.01 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [fc1000] epsW=0.01,0.01 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 schedW=dexp[250,0,4] schedB=dexp[10,0,2] [logprob] coeff=1 topk=5 [hs1a] enable=true [hs2a] enable=true [hs1b] enable=true [hs2b] enable=true [rnorm1a] scale=0.0001 pow=0.75 minDiv=2 [rnorm1b] scale=0.0001 pow=0.75 minDiv=2 [rnorm2a] scale=0.0001 pow=0.75 minDiv=2 [rnorm2b] scale=0.0001 pow=0.75 minDiv=2 [cnorm2a] scale=0.001 pow=0.75 [cnorm2b] scale=0.001 pow=0.75 # this is 170 but running with minibatch 256 on krunch: # use def file 153 # not doing fading # /nobackup/kriz/tmp/ConvNet__2013-02-05_12.50.10 # logs/layers-170-256.log