Initial commit

layers/layer-params-150.cfg

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+[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=0.00001
+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
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv3b]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[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
+
+[fc4096a]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc4096b]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc2048ba]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc2048bb]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=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 #145 but with no column communication, trained on 2012
+# guppy9
+# /nobackup/kriz/tmp/ConvNet__2012-11-20_01.25.08
+# logs/layers-150.log
+# moved to gpu
+# epoch 25: set epsw to 0.001 from 0.01
+# epoch 49: set epsw to 0.0001 from 0.001
+# epoch 50: move back to guppy9
+# 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 on conv1
+# epoch 79: set epsw to 0.00001 from 0.0001
+# epoch 92: killed
+# validation multiview: 
+# logprob:  1.811173, 0.418280, 0.193300 
+