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digraph plot {
_arange0 [label=_arange0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
expand_dims0 [label=expand_dims0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
data [label=data fillcolor="#8dd3c7" fixedsize=false height=0.8034 shape=oval style=filled width=1.3]
_minusscalar0 [label=_minusscalar0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar0 [label=_mulscalar0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution4 [label="Convolution\n3x3/1, 16" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm4 [label=batchnorm4 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation4 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool4 [label="Pooling\nmax, 2x2/2x2" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution5 [label="Convolution\n3x3/1, 16" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm5 [label=batchnorm5 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation5 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool5 [label="Pooling\nmax, 2x2/2x2" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution6 [label="Convolution\n3x3/1, 16" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm6 [label=batchnorm6 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation6 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool6 [label="Pooling\nmax, 2x2/2x2" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution7 [label="Convolution\n3x3/1, 16" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm7 [label=batchnorm7 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation7 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution8 [label="Convolution\n1x1/1, 10" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
flatten0 [label=flatten0 fillcolor="#fdb462" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
dropout0 [label=dropout0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected0 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation8 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution0 [label="Convolution\n3x3/1, 32" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm0 [label=batchnorm0 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation0 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool1 [label="Pooling\navg, 2x2/2x2" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution1 [label="Convolution\n3x3/1, 32" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm1 [label=batchnorm1 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation1 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool2 [label="Pooling\navg, 2x2/2x2" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution2 [label="Convolution\n3x3/1, 32" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm2 [label=batchnorm2 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation2 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool3 [label="Pooling\navg, 2x2/2x2" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution3 [label="Convolution\n3x3/1, 32" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
batchnorm3 [label=batchnorm3 fillcolor="#bebada" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation3 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution9 [label="Convolution\n1x1/1, 10" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
flatten1 [label=flatten1 fillcolor="#fdb462" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
dropout1 [label=dropout1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected1 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation9 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul1 [label=_mul1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected2 [label="FullyConnected\n6" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation11 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
local_delta_stage1 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation13 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar1 [label=_mulscalar1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
broadcast_add0 [label=broadcast_add0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pred_age_stage1 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation12 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul6 [label=_mul6 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
sum0 [label=sum0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul0 [label=_mul0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
delta_s1 [label="FullyConnected\n1" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation10 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar2 [label=_mulscalar2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plusscalar0 [label=_plusscalar0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar3 [label=_mulscalar3 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_div0 [label=_div0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_arange1 [label=_arange1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
expand_dims1 [label=expand_dims1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution10 [label="Convolution\n1x1/1, 10" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation14 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool7 [label="Pooling\nmax, 4x4/4x4" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
flatten2 [label=flatten2 fillcolor="#fdb462" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
dropout2 [label=dropout2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected3 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation15 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution11 [label="Convolution\n1x1/1, 10" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation16 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool8 [label="Pooling\navg, 4x4/4x4" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
flatten3 [label=flatten3 fillcolor="#fdb462" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
dropout3 [label=dropout3 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected4 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation17 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul3 [label=_mul3 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected5 [label="FullyConnected\n6" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation19 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
local_delta_stage2 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation21 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar4 [label=_mulscalar4 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
broadcast_add1 [label=broadcast_add1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pred_age_stag2 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation20 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul7 [label=_mul7 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
sum1 [label=sum1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar5 [label=_mulscalar5 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plusscalar1 [label=_plusscalar1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar6 [label=_mulscalar6 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_div1 [label=_div1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul2 [label=_mul2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
delta_s2 [label="FullyConnected\n1" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation18 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar7 [label=_mulscalar7 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plusscalar2 [label=_plusscalar2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar8 [label=_mulscalar8 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_div2 [label=_div2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plus0 [label=_plus0 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_arange2 [label=_arange2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
expand_dims2 [label=expand_dims2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution12 [label="Convolution\n1x1/1, 10" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation22 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool9 [label="Pooling\nmax, 8x8/8x8" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
flatten4 [label=flatten4 fillcolor="#fdb462" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
dropout4 [label=dropout4 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected6 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation23 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
convolution13 [label="Convolution\n1x1/1, 10" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation24 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pool10 [label="Pooling\navg, 8x8/8x8" fillcolor="#80b1d3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
flatten5 [label=flatten5 fillcolor="#fdb462" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
dropout5 [label=dropout5 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected7 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation25 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul5 [label=_mul5 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
fullyconnected8 [label="FullyConnected\n6" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation27 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
local_delta_stage3 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation29 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar9 [label=_mulscalar9 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
broadcast_add2 [label=broadcast_add2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
pred_age_stage3 [label="FullyConnected\n3" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation28 [label="Activation\nrelu" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul8 [label=_mul8 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
sum2 [label=sum2 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar10 [label=_mulscalar10 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plusscalar3 [label=_plusscalar3 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar11 [label=_mulscalar11 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_div3 [label=_div3 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar12 [label=_mulscalar12 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plusscalar4 [label=_plusscalar4 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar13 [label=_mulscalar13 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_div4 [label=_div4 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mul4 [label=_mul4 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
delta_s3 [label="FullyConnected\n1" fillcolor="#fb8072" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
activation26 [label="Activation\ntanh" fillcolor="#ffffb3" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar14 [label=_mulscalar14 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plusscalar5 [label=_plusscalar5 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar15 [label=_mulscalar15 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_div5 [label=_div5 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_plus1 [label=_plus1 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
_mulscalar16 [label=_mulscalar16 fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
label_gender [label=label_gender fillcolor="#8dd3c7" fixedsize=false height=0.8034 shape=oval style=filled width=1.3]
lro [label=lro fillcolor="#fccde5" fixedsize=false height=0.8034 shape=rect style=filled width=1.3]
expand_dims0 -> _arange0 [label="" arrowtail=open dir=back]
_minusscalar0 -> data [label="3x64x64" arrowtail=open dir=back]
_mulscalar0 -> _minusscalar0 [label="3x64x64" arrowtail=open dir=back]
convolution4 -> _mulscalar0 [label="3x64x64" arrowtail=open dir=back]
batchnorm4 -> convolution4 [label="16x62x62" arrowtail=open dir=back]
activation4 -> batchnorm4 [label="16x62x62" arrowtail=open dir=back]
pool4 -> activation4 [label="16x62x62" arrowtail=open dir=back]
convolution5 -> pool4 [label="16x31x31" arrowtail=open dir=back]
batchnorm5 -> convolution5 [label="16x29x29" arrowtail=open dir=back]
activation5 -> batchnorm5 [label="16x29x29" arrowtail=open dir=back]
pool5 -> activation5 [label="16x29x29" arrowtail=open dir=back]
convolution6 -> pool5 [label="16x14x14" arrowtail=open dir=back]
batchnorm6 -> convolution6 [label="16x12x12" arrowtail=open dir=back]
activation6 -> batchnorm6 [label="16x12x12" arrowtail=open dir=back]
pool6 -> activation6 [label="16x12x12" arrowtail=open dir=back]
convolution7 -> pool6 [label="16x6x6" arrowtail=open dir=back]
batchnorm7 -> convolution7 [label="16x4x4" arrowtail=open dir=back]
activation7 -> batchnorm7 [label="16x4x4" arrowtail=open dir=back]
convolution8 -> activation7 [label="16x4x4" arrowtail=open dir=back]
flatten0 -> convolution8 [label="10x4x4" arrowtail=open dir=back]
dropout0 -> flatten0 [label=160 arrowtail=open dir=back]
fullyconnected0 -> dropout0 [label=160 arrowtail=open dir=back]
activation8 -> fullyconnected0 [label=3 arrowtail=open dir=back]
convolution0 -> _mulscalar0 [label="3x64x64" arrowtail=open dir=back]
batchnorm0 -> convolution0 [label="32x62x62" arrowtail=open dir=back]
activation0 -> batchnorm0 [label="32x62x62" arrowtail=open dir=back]
pool1 -> activation0 [label="32x62x62" arrowtail=open dir=back]
convolution1 -> pool1 [label="32x31x31" arrowtail=open dir=back]
batchnorm1 -> convolution1 [label="32x29x29" arrowtail=open dir=back]
activation1 -> batchnorm1 [label="32x29x29" arrowtail=open dir=back]
pool2 -> activation1 [label="32x29x29" arrowtail=open dir=back]
convolution2 -> pool2 [label="32x14x14" arrowtail=open dir=back]
batchnorm2 -> convolution2 [label="32x12x12" arrowtail=open dir=back]
activation2 -> batchnorm2 [label="32x12x12" arrowtail=open dir=back]
pool3 -> activation2 [label="32x12x12" arrowtail=open dir=back]
convolution3 -> pool3 [label="32x6x6" arrowtail=open dir=back]
batchnorm3 -> convolution3 [label="32x4x4" arrowtail=open dir=back]
activation3 -> batchnorm3 [label="32x4x4" arrowtail=open dir=back]
convolution9 -> activation3 [label="32x4x4" arrowtail=open dir=back]
flatten1 -> convolution9 [label="10x4x4" arrowtail=open dir=back]
dropout1 -> flatten1 [label=160 arrowtail=open dir=back]
fullyconnected1 -> dropout1 [label=160 arrowtail=open dir=back]
activation9 -> fullyconnected1 [label=3 arrowtail=open dir=back]
_mul1 -> activation8 [label=3 arrowtail=open dir=back]
_mul1 -> activation9 [label=3 arrowtail=open dir=back]
fullyconnected2 -> _mul1 [label=3 arrowtail=open dir=back]
activation11 -> fullyconnected2 [label=6 arrowtail=open dir=back]
local_delta_stage1 -> activation11 [label=6 arrowtail=open dir=back]
activation13 -> local_delta_stage1 [label=3 arrowtail=open dir=back]
_mulscalar1 -> activation13 [label=3 arrowtail=open dir=back]
broadcast_add0 -> expand_dims0 [label=3 arrowtail=open dir=back]
broadcast_add0 -> _mulscalar1 [label=3 arrowtail=open dir=back]
pred_age_stage1 -> activation11 [label=6 arrowtail=open dir=back]
activation12 -> pred_age_stage1 [label=3 arrowtail=open dir=back]
_mul6 -> broadcast_add0 [label=3 arrowtail=open dir=back]
_mul6 -> activation12 [label=3 arrowtail=open dir=back]
sum0 -> _mul6 [label=3 arrowtail=open dir=back]
_mul0 -> flatten0 [label=160 arrowtail=open dir=back]
_mul0 -> flatten1 [label=160 arrowtail=open dir=back]
delta_s1 -> _mul0 [label=160 arrowtail=open dir=back]
activation10 -> delta_s1 [label=1 arrowtail=open dir=back]
_mulscalar2 -> activation10 [label=1 arrowtail=open dir=back]
_plusscalar0 -> _mulscalar2 [label=1 arrowtail=open dir=back]
_mulscalar3 -> _plusscalar0 [label=1 arrowtail=open dir=back]
_div0 -> sum0 [label=1 arrowtail=open dir=back]
_div0 -> _mulscalar3 [label=1 arrowtail=open dir=back]
expand_dims1 -> _arange1 [label="" arrowtail=open dir=back]
convolution10 -> pool5 [label="16x14x14" arrowtail=open dir=back]
activation14 -> convolution10 [label="10x14x14" arrowtail=open dir=back]
pool7 -> activation14 [label="10x14x14" arrowtail=open dir=back]
flatten2 -> pool7 [label="10x3x3" arrowtail=open dir=back]
dropout2 -> flatten2 [label=90 arrowtail=open dir=back]
fullyconnected3 -> dropout2 [label=90 arrowtail=open dir=back]
activation15 -> fullyconnected3 [label=3 arrowtail=open dir=back]
convolution11 -> pool2 [label="32x14x14" arrowtail=open dir=back]
activation16 -> convolution11 [label="10x14x14" arrowtail=open dir=back]
pool8 -> activation16 [label="10x14x14" arrowtail=open dir=back]
flatten3 -> pool8 [label="10x3x3" arrowtail=open dir=back]
dropout3 -> flatten3 [label=90 arrowtail=open dir=back]
fullyconnected4 -> dropout3 [label=90 arrowtail=open dir=back]
activation17 -> fullyconnected4 [label=3 arrowtail=open dir=back]
_mul3 -> activation15 [label=3 arrowtail=open dir=back]
_mul3 -> activation17 [label=3 arrowtail=open dir=back]
fullyconnected5 -> _mul3 [label=3 arrowtail=open dir=back]
activation19 -> fullyconnected5 [label=6 arrowtail=open dir=back]
local_delta_stage2 -> activation19 [label=6 arrowtail=open dir=back]
activation21 -> local_delta_stage2 [label=3 arrowtail=open dir=back]
_mulscalar4 -> activation21 [label=3 arrowtail=open dir=back]
broadcast_add1 -> expand_dims1 [label=3 arrowtail=open dir=back]
broadcast_add1 -> _mulscalar4 [label=3 arrowtail=open dir=back]
pred_age_stag2 -> activation19 [label=6 arrowtail=open dir=back]
activation20 -> pred_age_stag2 [label=3 arrowtail=open dir=back]
_mul7 -> broadcast_add1 [label=3 arrowtail=open dir=back]
_mul7 -> activation20 [label=3 arrowtail=open dir=back]
sum1 -> _mul7 [label=3 arrowtail=open dir=back]
_mulscalar5 -> activation10 [label=1 arrowtail=open dir=back]
_plusscalar1 -> _mulscalar5 [label=1 arrowtail=open dir=back]
_mulscalar6 -> _plusscalar1 [label=1 arrowtail=open dir=back]
_div1 -> sum1 [label=1 arrowtail=open dir=back]
_div1 -> _mulscalar6 [label=1 arrowtail=open dir=back]
_mul2 -> flatten2 [label=90 arrowtail=open dir=back]
_mul2 -> flatten3 [label=90 arrowtail=open dir=back]
delta_s2 -> _mul2 [label=90 arrowtail=open dir=back]
activation18 -> delta_s2 [label=1 arrowtail=open dir=back]
_mulscalar7 -> activation18 [label=1 arrowtail=open dir=back]
_plusscalar2 -> _mulscalar7 [label=1 arrowtail=open dir=back]
_mulscalar8 -> _plusscalar2 [label=1 arrowtail=open dir=back]
_div2 -> _div1 [label=1 arrowtail=open dir=back]
_div2 -> _mulscalar8 [label=1 arrowtail=open dir=back]
_plus0 -> _div0 [label=1 arrowtail=open dir=back]
_plus0 -> _div2 [label=1 arrowtail=open dir=back]
expand_dims2 -> _arange2 [label="" arrowtail=open dir=back]
convolution12 -> pool4 [label="16x31x31" arrowtail=open dir=back]
activation22 -> convolution12 [label="10x31x31" arrowtail=open dir=back]
pool9 -> activation22 [label="10x31x31" arrowtail=open dir=back]
flatten4 -> pool9 [label="10x3x3" arrowtail=open dir=back]
dropout4 -> flatten4 [label=90 arrowtail=open dir=back]
fullyconnected6 -> dropout4 [label=90 arrowtail=open dir=back]
activation23 -> fullyconnected6 [label=3 arrowtail=open dir=back]
convolution13 -> pool1 [label="32x31x31" arrowtail=open dir=back]
activation24 -> convolution13 [label="10x31x31" arrowtail=open dir=back]
pool10 -> activation24 [label="10x31x31" arrowtail=open dir=back]
flatten5 -> pool10 [label="10x3x3" arrowtail=open dir=back]
dropout5 -> flatten5 [label=90 arrowtail=open dir=back]
fullyconnected7 -> dropout5 [label=90 arrowtail=open dir=back]
activation25 -> fullyconnected7 [label=3 arrowtail=open dir=back]
_mul5 -> activation23 [label=3 arrowtail=open dir=back]
_mul5 -> activation25 [label=3 arrowtail=open dir=back]
fullyconnected8 -> _mul5 [label=3 arrowtail=open dir=back]
activation27 -> fullyconnected8 [label=6 arrowtail=open dir=back]
local_delta_stage3 -> activation27 [label=6 arrowtail=open dir=back]
activation29 -> local_delta_stage3 [label=3 arrowtail=open dir=back]
_mulscalar9 -> activation29 [label=3 arrowtail=open dir=back]
broadcast_add2 -> expand_dims2 [label=3 arrowtail=open dir=back]
broadcast_add2 -> _mulscalar9 [label=3 arrowtail=open dir=back]
pred_age_stage3 -> activation27 [label=6 arrowtail=open dir=back]
activation28 -> pred_age_stage3 [label=3 arrowtail=open dir=back]
_mul8 -> broadcast_add2 [label=3 arrowtail=open dir=back]
_mul8 -> activation28 [label=3 arrowtail=open dir=back]
sum2 -> _mul8 [label=3 arrowtail=open dir=back]
_mulscalar10 -> activation10 [label=1 arrowtail=open dir=back]
_plusscalar3 -> _mulscalar10 [label=1 arrowtail=open dir=back]
_mulscalar11 -> _plusscalar3 [label=1 arrowtail=open dir=back]
_div3 -> sum2 [label=1 arrowtail=open dir=back]
_div3 -> _mulscalar11 [label=1 arrowtail=open dir=back]
_mulscalar12 -> activation18 [label=1 arrowtail=open dir=back]
_plusscalar4 -> _mulscalar12 [label=1 arrowtail=open dir=back]
_mulscalar13 -> _plusscalar4 [label=1 arrowtail=open dir=back]
_div4 -> _div3 [label=1 arrowtail=open dir=back]
_div4 -> _mulscalar13 [label=1 arrowtail=open dir=back]
_mul4 -> flatten4 [label=90 arrowtail=open dir=back]
_mul4 -> flatten5 [label=90 arrowtail=open dir=back]
delta_s3 -> _mul4 [label=90 arrowtail=open dir=back]
activation26 -> delta_s3 [label=1 arrowtail=open dir=back]
_mulscalar14 -> activation26 [label=1 arrowtail=open dir=back]
_plusscalar5 -> _mulscalar14 [label=1 arrowtail=open dir=back]
_mulscalar15 -> _plusscalar5 [label=1 arrowtail=open dir=back]
_div5 -> _div4 [label=1 arrowtail=open dir=back]
_div5 -> _mulscalar15 [label=1 arrowtail=open dir=back]
_plus1 -> _plus0 [label=1 arrowtail=open dir=back]
_plus1 -> _div5 [label=1 arrowtail=open dir=back]
_mulscalar16 -> _plus1 [label=1 arrowtail=open dir=back]
lro -> _mulscalar16 [label=1 arrowtail=open dir=back]
lro -> label_gender [label="" arrowtail=open dir=back]
}