Initial commit

layers/layer-params-130.cfg

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+[conv1a]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv1b]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv1c]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv1d]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv2a]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv2b]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv2c]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv2d]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv3a]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv3b]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv3c]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv3d]
+epsW=0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv4a]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4b]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4c]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4d]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5a]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5b]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5c]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5d]
+epsW=0.0001
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc1024-1a]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[fc1024-1b]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[fc1024-1c]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[fc1024-1d]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+
+[fc1024-2a]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[fc1024-2b]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[fc1024-2c]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[fc1024-2d]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[fc1000]
+epsW=0.0001,0.0001,0.0001,0.0001
+epsB=0.02
+momW=0.9,0.9,0.9,0.9
+momB=0.9
+wc=0.0005,0.0005,0.0005,0.0005
+wball=0,0,0,0
+
+[logprob]
+coeff=1
+topk=5
+
+[hs1a]
+enable=true
+
+[hs1b]
+enable=true
+
+[hs1c]
+enable=true
+
+[hs1d]
+enable=true
+
+[hs2a]
+enable=true
+
+[hs2b]
+enable=true
+
+[hs2c]
+enable=true
+
+[hs2d]
+enable=true
+
+[rnorm1a]
+scale=0.0001
+pow=0.75
+
+[rnorm1b]
+scale=0.0001
+pow=0.75
+
+[rnorm1c]
+scale=0.0001
+pow=0.75
+
+[rnorm1d]
+scale=0.0001
+pow=0.75
+
+[rnorm2a]
+scale=0.0001
+pow=0.75
+
+[rnorm2b]
+scale=0.0001
+pow=0.75
+
+[rnorm2c]
+scale=0.0001
+pow=0.75
+
+[rnorm2d]
+scale=0.0001
+pow=0.75
+
+[cnorm2a]
+scale=0.001
+pow=0.75
+
+[cnorm2b]
+scale=0.001
+pow=0.75
+
+[cnorm2c]
+scale=0.001
+pow=0.75
+
+[cnorm2d]
+scale=0.001
+pow=0.75
+
+# this is like #129, but with 2x as many filters in conv2
+# on guppy8
+# /nobackup/kriz/tmp/ConvNet__2012-08-07_13.31.34
+# logs/layers-130.log
+# uhh.. relu wiped this. nice.
+# on guppy9
+# logs/layers-130a.log
+# /nobackup/kriz/tmp/ConvNet__2012-08-09_14.09.20
+# epoch 22: set epsw to 0.001 from 0.01
+# epoch 46: set epsw to 0.0001 from 0.001
+# epoch 62: killed. surprisingly, this is hardly (if at all) better than 2-gpu net