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net-define-Joint-m0-4213.cfg
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net-define-Joint-m0-4213.cfg
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[data]
type=data
dataIdx=0
[labels]
type=data
dataIdx=1
[conv1]
type=conv
inputs=data
filters=16
padding=0
stride=1
filterSize=4
channels=3
neuron=relu
initW=0.04
partialSum=1
sharedBiases=1
[pool1]
type=pool
pool=max
inputs=conv1
start=0
sizeX=2
stride=2
outputsX=0
channels=16
[conv2]
type=conv
inputs=pool1
filters=32
padding=0
stride=1
filterSize=3
channels=16
neuron=relu
initW=0.04
partialSum=1
sharedBiases=1
[pool2]
type=pool
pool=max
inputs=conv2
start=0
sizeX=2
stride=2
outputsX=0
channels=32
[local3]
type=local
inputs=pool2
filters=48
padding=0
stride=1
filterSize=3
channels=32
neuron=relu
initW=0.04
[pool3]
type=pool
pool=max
inputs=local3
start=0
sizeX=2
stride=2
outputsX=0
channels=48
[local4]
type=local
inputs=pool3
filters=64
padding=0
stride=1
filterSize=2
channels=48
neuron=relu
initW=0.04
[fc5]
type=fc
outputs=160
inputs=local4,pool3
initW=0.01,0.01
neuron=ident
dropout=0.4
[fc6]
type=fc
outputs=4213
inputs=fc5
initW=0.01
neuron=ident
[probs]
type=softmax
inputs=fc6
[logprob]
type=cost.logreg
inputs=labels,probs
[L2-SN]
type=cost.l2-sn
m=-1
inputs=labels,fc5
[fisher]
type=cost.fisher2
alpha=0.5
inputs=labels,fc5