Initial commit

layers/layer-params-148.cfg

@@ -0,0 +1,148 @@
+[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=0.00001,0.00001
+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
+
+# this is like #145 but without normalization layers
+# on guppy9
+# logs/layers-148.log
+# /nobackup/kriz/tmp/ConvNet__2012-11-02_23.33.30
+# epoch 22: set epsw to 0.001 from 0.01
+# epoch 44: set epsw to 0.0001 from 0.001
+# epoch 69: set epsw to 0.00001 from 0.0001 on conv1, set color noise to 0 from 0.1
+# epoch 73: set epsw to 0 from 0.00001 on conv1
+# epoch 86: set epsw to 0.00001 from 0.0001
+# epoch 97: killed
+# validation multiview:
+# logprob:  1.822358, 0.420340, 0.193620 (1.4% top-1 worse than 145)