Initial commit

layers/layer-params-120-4gpu-auto2.cfg

@@ -0,0 +1,313 @@
+[conv1a]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv1b]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv1c]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv1d]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+
+[conv2a]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv2b]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv2c]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[conv2d]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0.00,0.00
+
+[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
+
+[conv3c]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[conv3d]
+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
+
+[conv4c]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv4d]
+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
+
+[conv5c]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[conv5d]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+
+[fc1024-1a]
+epsW=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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=0.001,0.001,0.001,0.001
+epsB=0.002
+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 #120 but on 4 gpus. trained on 2012 (non-full)
+# on guppy
+# logs/layers-120-4gpu.log
+# /ais/gobi3/u/kriz/tmp/ConvNet__2012-08-03_14.28.23