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钟尚武
dlib
Commits
246a60c2
Commit
246a60c2
authored
Jan 19, 2013
by
Davis King
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Plain Diff
Added a version of get_q() to qr_decomposition that allows the user
to get the Q matrix by reference rather than by value.
parent
9376502c
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3 changed files
with
63 additions
and
14 deletions
+63
-14
ormqr.h
dlib/matrix/lapack/ormqr.h
+31
-6
matrix_la_abstract.h
dlib/matrix/matrix_la_abstract.h
+10
-0
matrix_qr.h
dlib/matrix/matrix_qr.h
+22
-8
No files found.
dlib/matrix/lapack/ormqr.h
View file @
246a60c2
...
...
@@ -151,19 +151,44 @@ namespace dlib
typename
T
,
long
NR1
,
long
NR2
,
long
NR3
,
long
NC1
,
long
NC2
,
long
NC3
,
typename
MM
typename
MM
,
typename
C_LAYOUT
>
int
ormqr
(
char
side
,
char
trans
,
const
matrix
<
T
,
NR1
,
NC1
,
MM
,
column_major_layout
>&
a
,
const
matrix
<
T
,
NR2
,
NC2
,
MM
,
column_major_layout
>&
tau
,
matrix
<
T
,
NR3
,
NC3
,
MM
,
column_major_layout
>&
c
matrix
<
T
,
NR3
,
NC3
,
MM
,
C_LAYOUT
>&
c
)
{
const
long
m
=
c
.
nr
();
const
long
n
=
c
.
nc
();
long
m
=
c
.
nr
();
long
n
=
c
.
nc
();
const
long
k
=
a
.
nc
();
long
ldc
;
if
(
is_same_type
<
C_LAYOUT
,
column_major_layout
>::
value
)
{
ldc
=
c
.
nr
();
}
else
{
// Since lapack expects c to be in column major layout we have to
// do something to make this work. Since a row major layout matrix
// will look just like a transposed C we can just swap a few things around.
ldc
=
c
.
nc
();
swap
(
m
,
n
);
if
(
side
==
'L'
)
side
=
'R'
;
else
side
=
'L'
;
if
(
trans
==
'T'
)
trans
=
'N'
;
else
trans
=
'T'
;
}
matrix
<
T
,
0
,
1
,
MM
,
column_major_layout
>
work
;
...
...
@@ -171,7 +196,7 @@ namespace dlib
T
work_size
=
1
;
int
info
=
binding
::
ormqr
(
side
,
trans
,
m
,
n
,
k
,
&
a
(
0
,
0
),
a
.
nr
(),
&
tau
(
0
,
0
),
&
c
(
0
,
0
),
c
.
nr
()
,
&
work_size
,
-
1
);
&
c
(
0
,
0
),
ldc
,
&
work_size
,
-
1
);
if
(
info
!=
0
)
return
info
;
...
...
@@ -182,7 +207,7 @@ namespace dlib
// compute the actual result
info
=
binding
::
ormqr
(
side
,
trans
,
m
,
n
,
k
,
&
a
(
0
,
0
),
a
.
nr
(),
&
tau
(
0
,
0
),
&
c
(
0
,
0
),
c
.
nr
()
,
&
work
(
0
,
0
),
work
.
size
());
&
c
(
0
,
0
),
ldc
,
&
work
(
0
,
0
),
work
.
size
());
return
info
;
}
...
...
dlib/matrix/matrix_la_abstract.h
View file @
246a60c2
...
...
@@ -688,6 +688,16 @@ namespace dlib
- Q.nc() == nc()
!*/
void
get_q
(
matrix_type
&
Q
)
const
;
/*!
ensures
- #Q == get_q()
- This function exists to allow a user to get the Q matrix without the
overhead of returning a matrix by value.
!*/
template
<
typename
EXP
>
const
matrix_type
solve
(
const
matrix_exp
<
EXP
>&
B
...
...
dlib/matrix/matrix_qr.h
View file @
246a60c2
...
...
@@ -62,6 +62,10 @@ namespace dlib
const
matrix_type
get_q
(
)
const
;
void
get_q
(
matrix_type
&
Q
)
const
;
template
<
typename
EXP
>
const
matrix_type
solve
(
const
matrix_exp
<
EXP
>&
B
...
...
@@ -257,28 +261,39 @@ namespace dlib
const
typename
qr_decomposition
<
matrix_exp_type
>::
matrix_type
qr_decomposition
<
matrix_exp_type
>::
get_q
(
)
const
{
matrix_type
Q
;
get_q
(
Q
);
return
Q
;
}
// ----------------------------------------------------------------------------------------
template
<
typename
matrix_exp_type
>
void
qr_decomposition
<
matrix_exp_type
>::
get_q
(
matrix_type
&
X
)
const
{
#ifdef DLIB_USE_LAPACK
matrix
<
type
,
0
,
0
,
mem_manager_type
,
column_major_layout
>
X
;
// Take only the first n columns of an identity matrix. This way
// X ends up being an m by n matrix.
X
=
colm
(
identity_matrix
<
type
>
(
m
),
range
(
0
,
n
-
1
));
// Compute Y = Q*X
lapack
::
ormqr
(
'L'
,
'N'
,
QR_
,
tau
,
X
);
return
X
;
#else
long
i
=
0
,
j
=
0
,
k
=
0
;
matrix_type
Q
(
m
,
n
);
X
.
set_size
(
m
,
n
);
for
(
k
=
n
-
1
;
k
>=
0
;
k
--
)
{
for
(
i
=
0
;
i
<
m
;
i
++
)
{
Q
(
i
,
k
)
=
0
.
0
;
X
(
i
,
k
)
=
0
.
0
;
}
Q
(
k
,
k
)
=
1
.
0
;
X
(
k
,
k
)
=
1
.
0
;
for
(
j
=
k
;
j
<
n
;
j
++
)
{
if
(
QR_
(
k
,
k
)
!=
0
)
...
...
@@ -286,17 +301,16 @@ namespace dlib
type
s
=
0
.
0
;
for
(
i
=
k
;
i
<
m
;
i
++
)
{
s
+=
QR_
(
i
,
k
)
*
Q
(
i
,
j
);
s
+=
QR_
(
i
,
k
)
*
X
(
i
,
j
);
}
s
=
-
s
/
QR_
(
k
,
k
);
for
(
i
=
k
;
i
<
m
;
i
++
)
{
Q
(
i
,
j
)
+=
s
*
QR_
(
i
,
k
);
X
(
i
,
j
)
+=
s
*
QR_
(
i
,
k
);
}
}
}
}
return
Q
;
#endif
}
...
...
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