Initial commit

layers/layer-params-132.cfg

@@ -0,0 +1,179 @@
+[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=0.0000,0.0000
+epsB=0.00
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv2b]
+epsW=0.0000,0.0000
+epsB=0.00
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv3a]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv3b]
+epsW=0.00001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4a]
+epsW=0.00001,0.00001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv4b]
+epsW=0.00001,0.00001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[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
+
+[rnorm1a]
+scale=0.0001
+pow=0.75
+
+[rnorm1b]
+scale=0.0001
+pow=0.75
+
+[rnorm2a]
+scale=0.0001
+pow=0.75
+
+[rnorm2b]
+scale=0.0001
+pow=0.75
+
+[cnorm2a]
+scale=0.001
+pow=0.75
+
+[cnorm2b]
+scale=0.001
+pow=0.75
+
+# this is like 120 but with communication in conv4 instead of conv3
+# on gpu
+# logs/layers-132.log
+# /storage/tmp/ConvNet__2012-08-11_02.23.36
+# epoch 20: set epsw to 0.001 from 0.01
+# epoch 44: set epsw to 0.0001 from 0.001
+# moved to guppy9
+# @#$%&!, killed, i accidentally trained this on full
+
+# restart:
+# /nobackup/kriz/tmp/ConvNet__2012-08-13_16.47.07
+# logs/layers-132a.log
+# epoch 23: set epsw to 0.001 from 0.01
+# epoch 4x: set epsw to 0.0001 from 0.001
+# epoch 65: set epsw to 0.00001 from 0.0001 on conv1,conv2
+#           set color noise to 0 from 0.1
+# epoch 71: set epsw to 0 from 0.00001 on conv1,conv2
+# epoch 88: killed, worse than 131
+