[conv1a] epsW=0.0001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 wcnorm=0.00 [conv1b] epsW=0.0001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 wcnorm=0.00 [conv2a] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0.00,0.00 wcNormMin=0.001,0 wcNormMax=0.002,0 [conv2b] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0.00,0.00 wcNormMin=0.001,0 wcNormMax=0.002,0 [conv3a] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv3b] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv4a] epsW=0.0001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv4b] epsW=0.0001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5a] epsW=0.0001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5b] epsW=0.0001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [fc3072a] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc3072b] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc3072ba] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc3072bb] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc3072ca] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc3072cb] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc1000] epsW=0.0001,0.0001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [logprob] coeff=1 topk=5 [hs1a] enable=true [hs1b] enable=true [hs2a] enable=true [hs2b] enable=true [rnorm1a] scale=0.0001 pow=0.75 [rnorm1b] scale=0.0001 pow=0.75 [rnorm2a] scale=0.0001 pow=0.75 [rnorm2b] scale=0.0001 pow=0.75 # this is like 115 (on gpu) but trained on ilya's new imgnet-2010 jpeg # on guppy7 # logs/layers-115-jpeg.log # /nobackup/kriz/tmp/ConvNet__2012-07-18_20.56.13 # epoch 22: set epsw to 0.001 from 0.01 # epoch 48: set epsw to 0.0001 from 0.001 # epoch 58: killed, since this was a duplicate (jpeg) of a suboptimal net anyway