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钟尚武
dlib
Commits
b084076e
Commit
b084076e
authored
Nov 20, 2015
by
Davis King
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Added batch normalization layer skeleton
parent
627db9e1
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layers.h
dlib/dnn/layers.h
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dlib/dnn/layers.h
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b084076e
...
@@ -53,6 +53,43 @@ namespace dlib
...
@@ -53,6 +53,43 @@ namespace dlib
template
<
typename
SUBNET
>
template
<
typename
SUBNET
>
using
con
=
add_layer
<
con_
,
SUBNET
>
;
using
con
=
add_layer
<
con_
,
SUBNET
>
;
// ----------------------------------------------------------------------------------------
class
bn_
{
public
:
bn_
()
{}
template
<
typename
SUBNET
>
void
setup
(
const
SUBNET
&
sub
)
{
// TODO
}
template
<
typename
SUBNET
>
void
forward
(
const
SUBNET
&
sub
,
resizable_tensor
&
output
)
{
// TODO
}
template
<
typename
SUBNET
>
void
backward
(
const
tensor
&
gradient_input
,
SUBNET
&
sub
,
tensor
&
params_grad
)
{
// TODO
}
const
tensor
&
get_layer_params
()
const
{
return
params
;
}
tensor
&
get_layer_params
()
{
return
params
;
}
private
:
resizable_tensor
params
;
};
template
<
typename
SUBNET
>
using
bn
=
add_layer
<
bn_
,
SUBNET
>
;
// ----------------------------------------------------------------------------------------
// ----------------------------------------------------------------------------------------
class
fc_
class
fc_
...
...
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