Initial commit

2024-12-10 08:56:11 -08:00 · 2024-12-10 08:56:11 -08:00 · 9fdd561586
commit 9fdd561586
246 changed files with 58283 additions and 0 deletions
--- a/layers/layer-params-109.cfg
+++ b/layers/layer-params-109.cfg
@ -0,0 +1,187 @@
+[conv1a]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+wcnorm=0.00
+
+[conv1b]
+epsW=0.001
+epsB=0.002
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+wcnorm=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
+wcNormMin=0.001,0
+wcNormMax=0.002,0
+
+[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
+wcNormMin=0.001,0
+wcNormMax=0.002,0
+
+[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
+
+[fc1536a]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc1536b]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc1536ba]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc1536bb]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc1536ca]
+epsW=0.001,0.001
+epsB=0.002
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+
+[fc1536cb]
+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
+
+[hs3a]
+enable=true
+
+[hs1b]
+enable=true
+
+[hs2b]
+enable=true
+
+[hs3b]
+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
+
+# this is like #101 but uses wcnorm in conv2 and also has 3 fc layers. 
+# on guppy9
+# logs/layers-109.log
+# /nobackup/kriz/tmp/ConvNet__2012-07-10_00.46.52
+# epoch 17: set epsw to 0.001 from 0.01
+# epoch 26: enabled dropout on hs3a,hs3b
+# epoch 27: killed -- overfitting as feared