Initial commit

layers/layer-params-145-half.cfg

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+[conv1a]
+epsW=0.00001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv2a]
+epsW=0.00001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv3a]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4a]
+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
+
+
+[fc4096a]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc4096ba]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc1000]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[logprob]
+coeff=1
+topk=5
+
+[hs1a]
+enable=true
+
+[hs2a]
+enable=true
+
+[rnorm1a]
+scale=0.0001
+pow=0.75
+minDiv=2
+
+[rnorm2a]
+scale=0.0001
+pow=0.75
+minDiv=2
+
+[cnorm2a]
+scale=0.001
+pow=0.75
+
+# this is #145 but only one column, although conv5 is as wide as 2 columns because otherwise this net would have about half as many parameters as the 2-column net, which wouldnt make for a fair comparison.
+# on guppy9
+# trained on 2010
+# logs/layers-145-half.log
+# /nobackup/kriz/tmp/ConvNet__2012-11-03_01.00.35
+# epoch 20: set epstw ot 0.001 from 0.01
+# epoch 48: set epstw ot 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
+# epoch 72: set epsw to 0 from 0.00001 on conv1
+# epoch 96: killed
+# test multiview logprob:  1.702802, 0.391680, 0.182287