[conv1a] epsW=0.0000 epsB=0.0 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv1b] epsW=0.0000 epsB=0.0 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv1c] epsW=0.0000 epsB=0.0 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv1d] epsW=0.0000 epsB=0.0 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv2a] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv2b] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv2c] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv2d] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 schedW=default schedB=default [conv3a] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [conv3b] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [conv3c] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [conv3d] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [conv4a] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [conv4b] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [conv4c] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [conv4d] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [conv5a] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [conv5b] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [conv5c] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [conv5d] epsW=0.00008 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 schedW=default schedB=default [fc1024a] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1024b] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1024c] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1024d] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1024ba] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1024bb] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1024bc] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1024bd] epsW=0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005 wball=0,0,0 schedW=default schedB=default [fc1000a] epsW=0.00008,0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005,0.0005 wball=0,0,0,0 schedW=default schedB=default [fc1000b] epsW=0.00008,0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005,0.0005 wball=0,0,0,0 schedW=default schedB=default [fc1000c] epsW=0.00008,0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005,0.0005 wball=0,0,0,0 schedW=default schedB=default [fc1000d] epsW=0.00008,0.00008,0.00008,0.00008 epsB=0.02 momW=0.9,0.9,0.9,0.9 momB=0.9 wc=0.0005,0.0005,0.0005,0.0005 wball=0,0,0,0 schedW=default schedB=default [logprob] coeff=1 topk=5 [hs1a] enable=true [hs1b] enable=true [hs1c] enable=true [hs1d] enable=true [hs2a] enable=true [hs2b] enable=true [hs2c] enable=true [hs2d] enable=true [rnorm1a] scale=0.0001 pow=0.75 minDiv=2 [rnorm1b] scale=0.0001 pow=0.75 minDiv=2 [rnorm1c] scale=0.0001 pow=0.75 minDiv=2 [rnorm1d] 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 [rnorm2c] scale=0.0001 pow=0.75 minDiv=2 [rnorm2d] scale=0.0001 pow=0.75 minDiv=2 [cnorm2a] scale=0.001 pow=0.75 [cnorm2b] scale=0.001 pow=0.75 [cnorm2c] scale=0.001 pow=0.75 [cnorm2d] scale=0.001 pow=0.75 # uses config file #153-4gpu # on krunch # /nobackup/kriz/tmp/ConvNet__2013-02-07_16.20.22 # logs/layers-170-4gpu.log # epoch 5: set mini to 256 from 128, epsw to 0.02 from 0.01 # epoch 7: set epsw to 0.003 from 0.02 # epoch 35: made backup to .bak # set epsw to 0.0005 from 0.003 # epoch 55: it seems strangely bad, restarting from 35 # epoch 49: set color noise 0 from 0.1, set epsw to 0.00008 from 0.0005 on conv1 # epoch 52: set epsw to 0.00008 from 0.0005 everywhere, set epsw to 0 from 0.00008 on conv1 # epoch 63: killed.. its no better than 146