[conv1a] epsW=0.0000 epsB=0.00 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv1b] epsW=0.0000 epsB=0.00 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv2a] epsW=0.0000,0.0000 epsB=0.00 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=0.0000,0.0000 epsB=0.00 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=0.00001,0.00001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv3b] epsW=0.00001,0.00001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv4a] epsW=0.00001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv4b] epsW=0.00001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5a] epsW=0.00001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5b] epsW=0.00001 epsB=0.002 momW=0.9 momB=0.9 wc=0.0005 wball=0 [fc2048a] epsW=0.00001,0.00001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048b] epsW=0.00001,0.00001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048ba] epsW=0.00001,0.00001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048bb] epsW=0.00001,0.00001 epsB=0.002 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc1000] epsW=0.00001,0.00001 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 [hs2a] enable=true [hs1b] 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 # on guppy7 # this is like #112 but with wcnorm on conv2, and also trained on jpeg # logs/layers-118.log # /nobackup/kriz/tmp/ConvNet__2012-07-19_18.35.31 # epoch 23: set epsw to 0.001 from 0.01 # epoch 46: set epsw to 0.0001 from 0.001 # epoch 65: set epsw to 0.00001 from 0.0001 on conv1,conv2 # set color noise to 0 from 0.1 # epoch 75: set epsw to 0 from 0.00001 on conv1,conv2 # epoch 84: set epsw to 0.00001 from 0.0001 # epcoh 98: killed # [1.640873252105713, 0.37831333333333333, 0.17355999999999999]