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Rbm/mnist_21.prj
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{
"stack" : {
"layers" : [
{
"id" : 0,
"name" : "Layer",
"numContext" : 0,
"numHidden" : 256,
"numVisibleX" : 28,
"numVisibleY" : 28,
"rbm" : {
"params" : {
"doRaoBlackwell" : 1,
"doSampleBatch" : 0,
"gibbsDoSampleHidden" : 1,
"gibbsDoSampleVisible" : 0,
"learningRate" : 0.10000000000000001,
"miniBatchSize" : 1000,
"momentum" : 0.5,
"numEpochs" : 100,
"numGibbs" : 1,
"weightDecay" : 0.0
}
},
"weights_file" : "Layer.0.weights.dat"
},
{
"id" : 1,
"name" : "Layer",
"numContext" : 0,
"numHidden" : 512,
"numVisibleX" : 256,
"numVisibleY" : 1,
"rbm" : {
"params" : {
"doRaoBlackwell" : 1,
"doSampleBatch" : 0,
"gibbsDoSampleHidden" : 1,
"gibbsDoSampleVisible" : 0,
"learningRate" : 0.10000000000000001,
"miniBatchSize" : 1000,
"momentum" : 0.5,
"numEpochs" : 100,
"numGibbs" : 3,
"weightDecay" : 0.0
}
},
"weights_file" : "Layer.1.weights.dat"
},
{
"id" : 2,
"name" : "Layer",
"numContext" : 0,
"numHidden" : 64,
"numVisibleX" : 512,
"numVisibleY" : 1,
"rbm" : {
"params" : {
"doRaoBlackwell" : 1,
"doSampleBatch" : 0,
"gibbsDoSampleHidden" : 1,
"gibbsDoSampleVisible" : 0,
"learningRate" : 0.10000000000000001,
"miniBatchSize" : 1000,
"momentum" : 0.5,
"numEpochs" : 100,
"numGibbs" : 3,
"weightDecay" : 0.0
}
},
"weights_file" : "Layer.2.weights.dat"
}
],
"name" : "mnist_21"
}
}