Initial commit

example-layers/layers.gc.cfg

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+[data]
+type=data
+dataIdx=0
+
+[labels]
+type=data
+dataIdx=1
+
+[conv32a]
+type=conv
+inputs=data
+filters=16
+padding=0
+stride=1
+filterSize=3
+channels=3
+neuron=relu
+initW=0.3
+initB=1
+partialSum=1
+sharedBiases=true
+gpu=0
+
+[conv32b]
+type=conv
+inputs=data
+filters=16
+padding=0
+stride=1
+filterSize=3
+channels=3
+neuron=relu
+initW=0.3
+initB=1
+partialSum=1
+sharedBiases=true
+gpu=1
+
+[conv32c]
+type=conv
+inputs=data
+filters=16
+padding=0
+stride=1
+filterSize=3
+channels=3
+neuron=relu
+initW=0.3
+initB=1
+partialSum=1
+sharedBiases=true
+gpu=2
+
+[rnorm1a]
+type=cmrnorm
+inputs=conv32a
+channels=16
+size=5
+
+[rnorm1b]
+type=cmrnorm
+inputs=conv32b
+channels=16
+size=5
+
+[rnorm1c]
+type=cmrnorm
+inputs=conv32c
+channels=16
+size=5
+
+[fc16a]
+type=fc
+outputs=16
+inputs=rnorm1a,rnorm1b,rnorm1c
+initW=0.1,0.1,0.1
+gpu=0
+
+[fc16b]
+type=fc
+outputs=16
+inputs=rnorm1b,rnorm1c,rnorm1a
+initW=0.1,0.1,0.1
+gpu=1
+
+[fc16c]
+type=fc
+outputs=16
+inputs=rnorm1c,rnorm1a,rnorm1a
+initW=0.1,0.1,0.1
+gpu=2
+
+[concat]
+type=concat
+inputs=fc16a,fc16c,fc16b
+
+[fc10]
+type=fc
+inputs=concat
+outputs=10
+initW=0.08
+gpu=0
+
+[probs]
+type=softmax
+inputs=fc10
+gpu=0
+
+[logreg]
+type=cost.logreg
+inputs=labels,probs
+gpu=0