Initial commit

layers/layer-params-145-2010.cfg

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+[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=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv2b]
+epsW=0.00001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv3a]
+epsW=0.00001,0.00001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv3b]
+epsW=0.00001,0.00001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv4a]
+epsW=0.00001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4b]
+epsW=0.00001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5a]
+epsW=0.00001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5b]
+epsW=0.00001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc2048a]
+epsW=0.00001,0.00001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc2048b]
+epsW=0.00001,0.00001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc2048ba]
+epsW=0.00001,0.00001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc2048bb]
+epsW=0.00001,0.00001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc1000]
+epsW=0.00001,0.00001
+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=0.0001
+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 #137 but without low-res stuff
+# on lsvrc-2010:
+# guppy9
+# logs/layers-145-2010.log
+# /nobackup/kriz/tmp/ConvNet__2012-09-27_12.39.44
+# epoch 23: set epsw to 0.001 from 0.01
+# epoch 51: set epsw to 0.0001 from 0.001
+# epoch 68: set epsw to 0.00001 from 0.0001 on conv1
+#           set color noise to 0 from 0.1
+# epoch 72: set epsw to 0 on conv1
+# epoch 78: set epsw to 0.00001 from 0.0001
+# epoch 93: killed
+# test multliview:
+# logprob:  1.614660, 0.374727, 0.169987 
+# test center patch:
+# logprob:  1.706031, 0.390247, 0.182953 (NOTE, NOT MULTIVIEW!!)
+
+# on gpu (now guppy8)
+# logs/layers-145.log
+# /storage/tmp/ConvNet__2012-09-13_03.43.56
+# epoch 25: set epsw to 0.001 from 0.01
+# epoch 36: paused for localization experiments
+# resuming on guppy9
+# logs/layers-145-cont.log
+# /nobackup/kriz/tmp/ConvNet__2012-09-13_03.43.56
+# epoch 51: set epsw to 0.0001 from 0.001
+# epoch 58: paused for imgnet-20k experiments
+# moved to guppy8
+# epoch 67: set epsw to 0.00001 from 0.0001 on conv1
+#           set color noise to 0 from 0.1
+# epoch 72: set epsw to 0 on conv1
+# epoch 79: set epsw to 0.00001 from 0.0001
+# epoch 91: killed
+# logprob:  1.741473, 0.406640, 0.182100 
+
+# on 2012-full:
+# on guppy7
+# logs/layers-145-full.log
+# /nobackup/kriz/tmp/ConvNet__2012-09-23_19.38.45
+# epoch 19: set epsw to 0.001 from 0.01
+# epoch 47: set epsw to 0.0001 from 0.001
+# epoch 61: moved to gpu