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-118.cfg
+++ b/layers/layer-params-118.cfg
@ -0,0 +1,168 @@
+[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
+wcNormMin=0.001,0
+wcNormMax=0.002,0
+
+[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
+wcNormMin=0.001,0
+wcNormMax=0.002,0
+
+[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
+
+[rnorm1b]
+scale=0.0001
+pow=0.75
+
+[rnorm2a]
+scale=0.0001
+pow=0.75
+
+[rnorm2b]
+scale=0.0001
+pow=0.75
+
+# on guppy7
+# this is like #112 but with wcnorm on conv2, and also trained on jpeg
+# logs/layers-118.log
+# /nobackup/kriz/tmp/ConvNet__2012-07-19_18.35.31
+# epoch 23: set epsw to 0.001 from 0.01
+# epoch 46: 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 75: set epsw to 0 from 0.00001 on conv1,conv2
+# epoch 84: set epsw to 0.00001 from 0.0001
+# epcoh 98: killed
+# [1.640873252105713, 0.37831333333333333, 0.17355999999999999]