[conv1a] epsW=0.00001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv1b] epsW=0.00001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv2a] epsW=0.0001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv2b] epsW=0.0001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv3a] epsW=0.0001,0.0001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv3b] epsW=0.0001,0.0001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv4a] epsW=0.0001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv4b] epsW=0.0001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5a] epsW=0.0001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5b] epsW=0.0001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [fc2048a] epsW=0.0001,0.0001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048b] epsW=0.0001,0.0001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048ba] epsW=0.0001,0.0001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048bb] epsW=0.0001,0.0001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc1000] epsW=0.0001,0.0001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [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 [rnorm5a] scale=0.0001 pow=0.75 minDiv=2 [rnorm5b] scale=0.0001 pow=0.75 minDiv=2 # this is like #145 but with rnorm over conv5 # on guppy # /nobackup_a/kriz/tmp/ConvNet__2012-11-13_23.21.47 # logs/layers-149.log # epoch 21: set epsw to 0.001 from 0.01 # epoch 54: set epsw to 0.0001 from 0.001 # epoch 66: set epsw to 0.00001 from 0.0001 on conv1 # set color noise to 0 from 0.1