Initial commit

layers/layer-params-175.cfg

@@ -0,0 +1,202 @@
+[conv1a]
+epsW=0.0
+epsB=0.0
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv1b]
+epsW=0.0
+epsB=0.0
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv2a]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv2b]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv3a]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv3b]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv4a]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv4b]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv5a]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[conv5b]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[fc2048a]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[fc2048b]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[fc2048ba]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[fc2048bb]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[fc1000]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+schedW=dexp[250,0,4]
+schedB=dexp[10,0,2]
+
+[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 #169 (so uses same def file: 153) but with learning rate decaying to 0.00008
+# on guppy8
+# logs/layers-175.log
+# /nobackup/kriz/tmp/ConvNet__2013-01-07_04.03.15.layers-175
+# epoch 60: set color noise to 0 from 0.1
+# epoch 75: set conv1 epsw to 0 from 0.01
+# epoch 91: changed schedw factor to 250 from 125
+# logprob:  1.842557, 0.425160, 0.194863