Initial commit

layers/layer-params-100.cfg

@@ -0,0 +1,157 @@
+[conv1a]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv1b]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv2a]
+epsW=0.001,0.001,0.001
+epsB=0.002
+momW=0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005
+wball=0,0,0
+
+[conv2b]
+epsW=0.001,0.001,0.001
+epsB=0.002
+momW=0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005
+wball=0,0,0
+
+[conv3a]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv3b]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv4a]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4b]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5a]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5b]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc2048a]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc2048b]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc2048ba]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc2048bb]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc1000]
+epsW=0.001,0.001
+epsB=0.002
+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=0.001
+pow=0.25
+
+[rnorm1b]
+scale=0.001
+pow=0.25
+
+[rnorm2a]
+scale=0.001
+pow=0.25
+
+[rnorm2b]
+scale=0.001
+pow=0.25
+
+# on guppy7
+# this is like #97 (on gpu) but with different rnorm coeffs
+# /nobackup/kriz/tmp/ConvNet__2012-06-27_14.03.18
+# epoch 15: set epsw to 0.001 from 0.01
+# epoch 43: killed, seems slightly worse than using my old rnorm coeffs