[conv1a] epsW=0.000 epsB=0.0 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv1b] epsW=0.000 epsB=0.0 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv2a] epsW=0.00001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv2b] epsW=0.00001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0.00 [conv3a] epsW=0.00001,0.00001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv3b] epsW=0.00001,0.00001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [conv4a] epsW=0.00001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv4b] epsW=0.00001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5a] epsW=0.00001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [conv5b] epsW=0.00001 epsB=0.02 momW=0.9 momB=0.9 wc=0.0005 wball=0 [fc2048a] epsW=0.00001,0.00001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048b] epsW=0.00001,0.00001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048ba] epsW=0.00001,0.00001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc2048bb] epsW=0.00001,0.00001 epsB=0.02 momW=0.9,0.9 momB=0.9 wc=0.0005,0.0005 wball=0,0 [fc1000] epsW=0.00001,0.00001 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 # this is like #137 but without low-res stuff # on gpu (now guppy9) # logs/layers-145.log # /storage/tmp/ConvNet__2012-09-13_03.43.56 # epoch 25: set epsw to 0.001 from 0.01 # epoch 36: paused for localization experiments # resuming on guppy9 # logs/layers-145-cont.log # /nobackup/kriz/tmp/ConvNet__2012-09-13_03.43.56 # epoch 51: set epsw to 0.0001 from 0.001 # epoch 58: paused for imgnet-20k experiments # moved to guppy8 # epoch 67: set epsw to 0.00001 from 0.0001 on conv1 # set color noise to 0 from 0.1 # epoch 72: set epsw to 0 on conv1 # epoch 79: set epsw to 0.00001 from 0.0001 # epoch 91: killed # logprob: 1.741473, 0.406640, 0.182100 # on 2012-full: # on guppy7 # logs/layers-145-full.log # /nobackup/kriz/tmp/ConvNet__2012-09-23_19.38.45 # epoch 19: set epsw to 0.001 from 0.01 # epoch 47: set epsw to 0.0001 from 0.001 # epoch 61: moved to gpu # pushing learning rate back up: # on guppy9 # /nobackup/kriz/tmp/ConvNet__2012-09-13_03.43.56.2 # start epsw 0.001 (still 0 on conv1) # color noise put back to 0.1 # logs/layers-145.log # epoch 107: set epsw to 0.0001 from 0.001 # epoch 124: set epsw to 0.00001 from 0.0001 # set color noise to 0 from 0.1 # epoch 135: killed # multiview test: # logprob: 1.725738, 0.402500, 0.179940