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-163.cfg
+++ b/layers/layer-params-163.cfg
@ -0,0 +1,188 @@
+[conv1a]
+epsW=0.0
+epsB=0.0
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+sched=dexp[1000,4]
+
+[conv1b]
+epsW=0.0
+epsB=0.0
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+sched=dexp[1000,4]
+
+[conv2a]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+sched=dexp[1000,4]
+
+[conv2b]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0.00
+sched=dexp[1000,4]
+
+[conv3a]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+sched=dexp[1000,4]
+
+[conv3b]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.0005,0.0005
+wball=0,0
+sched=dexp[1000,4]
+
+[conv4a]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+sched=dexp[1000,4]
+
+[conv4b]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+sched=dexp[1000,4]
+
+[conv5a]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+sched=dexp[1000,4]
+
+[conv5b]
+epsW=0.01
+epsB=0.02
+momW=0.9
+momB=0.9
+wc=0.0005
+wball=0
+sched=dexp[1000,4]
+
+[fc2048a]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.001,0.001
+wball=0,0
+sched=dexp[1000,4]
+
+[fc2048b]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.001,0.001
+wball=0,0
+sched=dexp[1000,4]
+
+[fc2048ba]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.001,0.001
+wball=0,0
+sched=dexp[1000,4]
+
+[fc2048bb]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.001,0.001
+wball=0,0
+sched=dexp[1000,4]
+
+[fc1000]
+epsW=0.01,0.01
+epsB=0.02
+momW=0.9,0.9
+momB=0.9
+wc=0.001,0.001
+wball=0,0
+sched=dexp[1000,4]
+
+[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 #153 (so uses same file) but with dexp learning rate schedule
+# its also like 159 but with 2x the wc on fc layers
+# on guppy9
+# logs/layers-163.log
+# /nobackup/kriz/tmp/ConvNet__2012-12-26_01.15.38
+# epoch 61: set color noise to 0 from 0.1
+# epoch 73: set conv1 epsw to 0 from 0.01
+# validation: logprob:  1.849131, 0.429085, 0.199072 
+# validation multiview: ah screw it, it'll suck