Initial commit

layers/layer-params-169.cfg

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+[conv1a]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+schedW=dexp[500,0,4]
+schedB=dexp[10,0,2]
+
+[conv1b]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+schedW=dexp[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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[500,0,4]
+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 #159 (so uses same def file: 153) but with learning rate decaying to 0.00002
+# on guppy9
+# /nobackup/kriz/tmp/ConvNet__2013-01-07_04.03.15
+# logs/layers-169.log
+# epoch 60: set color noise to 0 from 0.1
+# epoch 73: set conv1 epsw to 0 from 0.01
+#           logprob:  1.841218, 0.425298, 0.195489 
+# multiview logprob:  1.735123, 0.405960, 0.181120 
+
+# now lets run this for 80 epochs instead of 95:
+# on guppy9
+# /nobackup/kriz/tmp/ConvNet__2013-01-13_15.31.51
+# logs/layers-169-80.log
+# epoch 46: paused for experiments with dropout in conv layers
+# epoch 53: set color noise to 0 from 0.1
+# epoch 74: set epsw to 0 from 0.01 on conv1
+# epoch 80: killed :(
+# logprob:  1.866277, 0.429784, 0.200178