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67b70365
编写于
8月 01, 2018
作者:
L
liuruilong
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/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License. */
#include <iostream>
#include <cstdlib>
#include <ctime>
#include "../test_helper.h"
#include "common/log.h"
#include "memory/t_malloc.h"
#include "operators/math/gemm.h"
#define a(i, j) a[(i)*lda + (j)]
#define b(i, j) b[(i)*ldb + (j)]
#define c(i, j) c[(i)*ldc + (j)]
#define c1(i, j) c1[(i)*ldc + (j)]
void
print_matirx
(
int
m
,
int
n
,
int
ldc
,
float
*
c
)
{
for
(
int
i
=
0
;
i
<
m
;
++
i
)
{
std
::
cout
<<
c
(
i
,
0
);
for
(
int
j
=
1
;
j
<
n
;
++
j
)
{
std
::
cout
<<
" | "
<<
c
(
i
,
j
);
}
std
::
cout
<<
std
::
endl
;
}
std
::
cout
<<
std
::
endl
;
}
int
do_sgemm
(
int
m
,
int
n
,
int
k
,
bool
relu
,
int
t1
,
int
t2
,
int
pr
)
{
int
lda
=
k
;
int
ldb
=
n
;
int
ldc
=
n
;
float
*
a
=
static_cast
<
float
*>
(
paddle_mobile
::
memory
::
Alloc
(
sizeof
(
float
)
*
m
*
k
));
float
*
b
=
static_cast
<
float
*>
(
paddle_mobile
::
memory
::
Alloc
(
sizeof
(
float
)
*
k
*
n
));
float
*
c
=
static_cast
<
float
*>
(
paddle_mobile
::
memory
::
Alloc
(
sizeof
(
float
)
*
m
*
n
));
float
*
c1
=
static_cast
<
float
*>
(
paddle_mobile
::
memory
::
Alloc
(
sizeof
(
float
)
*
m
*
n
));
float
*
scale
=
static_cast
<
float
*>
(
paddle_mobile
::
memory
::
Alloc
(
sizeof
(
float
)
*
m
));
float
*
bias
=
static_cast
<
float
*>
(
paddle_mobile
::
memory
::
Alloc
(
sizeof
(
float
)
*
m
));
srand
(
unsigned
(
time
(
0
)));
for
(
int
i
=
0
;
i
<
m
*
k
;
++
i
)
{
a
[
i
]
=
t1
+
rand
()
%
t2
;
}
for
(
int
i
=
0
;
i
<
k
*
n
;
++
i
)
{
b
[
i
]
=
t1
+
rand
()
%
t2
;
}
for
(
int
i
=
0
;
i
<
m
;
++
i
)
{
scale
[
i
]
=
t1
+
rand
()
%
t2
;
}
for
(
int
i
=
0
;
i
<
m
;
++
i
)
{
bias
[
i
]
=
t1
+
rand
()
%
t2
;
}
for
(
int
i
=
0
;
i
<
m
;
++
i
)
{
for
(
int
j
=
0
;
j
<
n
;
++
j
)
{
float
r
=
0
;
for
(
int
p
=
0
;
p
<
k
;
p
++
)
{
r
+=
a
(
i
,
p
)
*
b
(
p
,
j
);
}
r
*=
scale
[
i
];
r
+=
bias
[
i
];
if
(
relu
&&
(
r
<
0
))
{
r
=
0
;
}
c1
(
i
,
j
)
=
r
;
}
}
paddle_mobile
::
operators
::
math
::
SgemmWithBn
(
m
,
n
,
k
,
0.9
,
a
,
lda
,
b
,
ldb
,
0.3
,
c
,
ldc
,
relu
,
scale
,
bias
);
int
eq
=
0
;
int
neq
=
0
;
for
(
int
i
=
0
;
i
<
m
*
n
;
++
i
)
{
if
(
static_cast
<
int
>
(
c
[
i
])
==
static_cast
<
int
>
(
c1
[
i
]))
{
++
eq
;
}
else
{
++
neq
;
}
}
if
(
pr
>
0
)
{
std
::
cout
<<
"A:"
<<
std
::
endl
;
print_matirx
(
m
,
k
,
lda
,
a
);
std
::
cout
<<
"B:"
<<
std
::
endl
;
print_matirx
(
k
,
n
,
ldb
,
b
);
std
::
cout
<<
"C:"
<<
std
::
endl
;
print_matirx
(
m
,
n
,
ldc
,
c
);
std
::
cout
<<
"C1:"
<<
std
::
endl
;
print_matirx
(
m
,
n
,
ldc
,
c1
);
}
std
::
cout
<<
"mnk="
<<
m
<<
" "
<<
n
<<
" "
<<
k
<<
" relu="
<<
relu
<<
" eq="
<<
eq
<<
" neq="
<<
neq
<<
std
::
endl
;
paddle_mobile
::
memory
::
Free
(
a
);
paddle_mobile
::
memory
::
Free
(
b
);
paddle_mobile
::
memory
::
Free
(
c
);
paddle_mobile
::
memory
::
Free
(
c1
);
paddle_mobile
::
memory
::
Free
(
scale
);
paddle_mobile
::
memory
::
Free
(
bias
);
return
0
;
}
int
main
()
{
do_sgemm
(
9
,
9
,
9
,
true
,
10
,
10
,
10
);
do_sgemm
(
10
,
6
,
12
,
false
,
10
,
10
,
0
);
do_sgemm
(
512
,
256
,
384
,
false
,
10
,
10
,
0
);
do_sgemm
(
1366
,
768
,
256
,
false
,
10
,
10
,
0
);
do_sgemm
(
1255
,
755
,
333
,
false
,
10
,
10
,
0
);
do_sgemm
(
555
,
777
,
999
,
false
,
10
,
10
,
0
);
do_sgemm
(
10
,
6
,
12
,
true
,
-
4
,
10
,
0
);
do_sgemm
(
512
,
256
,
384
,
true
,
-
4
,
10
,
0
);
do_sgemm
(
1366
,
768
,
256
,
true
,
-
4
,
10
,
0
);
do_sgemm
(
1255
,
755
,
333
,
true
,
-
4
,
10
,
0
);
do_sgemm
(
555
,
777
,
999
,
true
,
-
4
,
10
,
0
);
return
0
;
}
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