jens
28485a4f29
git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@640 b431acfa-c32f-4a4a-93f1-934dc6c82436
96 lines
2.8 KiB
Plaintext
96 lines
2.8 KiB
Plaintext
{
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"stack" : {
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"layers" : [
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{
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"id" : 0,
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"name" : "Layer",
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"numHidden" : 8,
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"numVisibleX" : 16,
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"numVisibleY" : 16,
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"rbm" : {
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"params" : {
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"doRaoBlackwell" : 1,
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"doSampleBatch" : 0,
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"gibbsDoSampleHidden" : 1,
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"gibbsDoSampleVisible" : 0,
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"learningRate" : 0.10000000000000001,
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"miniBatchSize" : 100,
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"momentum" : 0.5,
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"numEpochs" : 1000,
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"numGibbs" : 1,
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"weightDecay" : 0
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}
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},
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"weights_file" : "Layer.0.weights.dat"
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},
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{
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"id" : 1,
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"name" : "Layer",
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"numHidden" : 4,
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"numVisibleX" : 8,
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"numVisibleY" : 1,
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"rbm" : {
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"params" : {
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"doRaoBlackwell" : 1,
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"doSampleBatch" : 0,
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"gibbsDoSampleHidden" : 1,
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"gibbsDoSampleVisible" : 0,
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"learningRate" : 0.050000000000000003,
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"miniBatchSize" : 100,
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"momentum" : 0.5,
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"numEpochs" : 500,
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"numGibbs" : 1,
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"weightDecay" : 0
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}
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},
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"weights_file" : "Layer.1.weights.dat"
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},
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{
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"id" : 2,
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"name" : "Layer",
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"numHidden" : 2,
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"numVisibleX" : 4,
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"numVisibleY" : 1,
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"rbm" : {
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"params" : {
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"doRaoBlackwell" : 1,
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"doSampleBatch" : 0,
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"gibbsDoSampleHidden" : 1,
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"gibbsDoSampleVisible" : 0,
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"learningRate" : 0.025000000000000001,
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"miniBatchSize" : 100,
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"momentum" : 0.5,
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"numEpochs" : 250,
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"numGibbs" : 1,
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"weightDecay" : 0
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}
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},
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"weights_file" : "Layer.2.weights.dat"
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},
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{
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"id" : 3,
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"name" : "Layer",
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"numHidden" : 1,
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"numVisibleX" : 2,
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"numVisibleY" : 1,
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"rbm" : {
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"params" : {
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"doRaoBlackwell" : 1,
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"doSampleBatch" : 0,
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"gibbsDoSampleHidden" : 1,
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"gibbsDoSampleVisible" : 0,
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"learningRate" : 0.012500000000000001,
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"miniBatchSize" : 100,
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"momentum" : 0.5,
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"numEpochs" : 125,
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"numGibbs" : 1,
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"weightDecay" : 0
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}
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},
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"weights_file" : "Layer.3.weights.dat"
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}
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],
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"name" : "test"
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}
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}
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