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01455e09
编写于
8月 20, 2020
作者:
C
chenjiaoAngel
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
fix compute error
上级
07109803
变更
1
隐藏空白更改
内联
并排
Showing
1 changed file
with
97 addition
and
57 deletion
+97
-57
lite/backends/arm/math/conv5x5s2_depthwise_fp32.cc
lite/backends/arm/math/conv5x5s2_depthwise_fp32.cc
+97
-57
未找到文件。
lite/backends/arm/math/conv5x5s2_depthwise_fp32.cc
浏览文件 @
01455e09
...
...
@@ -1320,20 +1320,24 @@ inline void compute_all_padding_pre(float* dout,
bool
odds
,
int
pad_left
,
int
pad_right
,
int
pad_left_new
,
int
pad_right_new
,
int
cnt
,
int
remain
,
int
num
)
{
int
tmp_index
=
num
-
1
;
for
(
int
i
=
pad_left
;
i
>
0
;
i
--
)
{
int
num_index_left
=
4
-
pad_left
;
for
(
int
i
=
pad_left_new
;
i
>
0
;
i
--
)
{
float
sum
=
compute_one_data_pre
(
din_ptr_arr
[
num
],
weights
[
4
],
bias
[
0
],
weights
[
6
][
0
],
4
-
i
);
din_ptr_arr
[
num
],
weights
[
4
],
bias
[
0
],
weights
[
6
][
0
],
num_index_left
);
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_pre
(
din_ptr_arr
[
tmp_index
-
k
],
weights
[
3
-
k
],
0.
f
,
weights
[
5
][
3
-
k
],
4
-
i
);
num_index_left
);
}
num_index_left
-=
2
;
*
dout
++
=
sum
;
}
if
(
odds
)
{
// origin pad_left is odds, such as ori_pad_left=1
...
...
@@ -1554,18 +1558,21 @@ inline void compute_all_padding_pre(float* dout,
*
dout
++
=
sum
;
}
// right
for
(
int
i
=
0
;
i
<
pad_right
;
i
++
)
{
int
num_index_right
=
4
-
pad_right
;
LOG
(
INFO
)
<<
"pad_right_new: "
<<
pad_right_new
<<
", num_index_right: "
<<
num_index_right
;
for
(
int
i
=
0
;
i
<
pad_right_new
;
i
++
)
{
float
sum
=
compute_one_data_post
(
din_ptr_arr
[
num
],
weights
[
4
],
bias
[
0
],
weights
[
4
][
3
-
i
],
3
-
i
);
din_ptr_arr
[
num
],
weights
[
4
],
bias
[
0
],
weights
[
4
][
num_index_right
],
num_index_right
);
din_ptr_arr
[
num
]
+=
2
;
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_post
(
din_ptr_arr
[
tmp_index
-
k
],
weights
[
3
-
k
],
0.
f
,
weights
[
3
-
k
][
3
-
i
],
3
-
i
);
weights
[
3
-
k
][
num_index_right
],
num_index_right
);
din_ptr_arr
[
tmp_index
-
k
]
+=
2
;
}
num_index_right
-=
2
;
*
dout
++
=
sum
;
}
}
...
...
@@ -1576,21 +1583,25 @@ inline void compute_all_padding_mid(float* dout,
bool
odds
,
int
pad_left
,
int
pad_right
,
int
pad_left_new
,
int
pad_right_new
,
int
cnt
,
int
remain
,
int
num
)
{
// left
int
tmp
=
num
-
1
;
for
(
int
i
=
pad_left
;
i
>
0
;
i
--
)
{
int
num_index_left
=
4
-
pad_left
;
for
(
int
i
=
pad_left_new
;
i
>
0
;
i
--
)
{
float
sum
=
compute_one_data_pre
(
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
6
][
0
],
4
-
i
);
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
6
][
0
],
num_index_left
);
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_pre
(
din_ptr_arr
[
tmp
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
5
][
tmp
-
k
],
4
-
i
);
num_index_left
);
}
num_index_left
-=
2
;
*
dout
++
=
sum
;
}
if
(
odds
)
{
// origin pad_left is odds, such as ori_pad_left=1
...
...
@@ -1673,18 +1684,19 @@ inline void compute_all_padding_mid(float* dout,
*
dout
++
=
sum
;
}
// right
for
(
int
i
=
0
;
i
<
pad_right
;
i
++
)
{
for
(
int
i
=
0
;
i
<
pad_right
_new
;
i
++
)
{
float
sum
=
compute_one_data_post
(
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
3
-
i
],
3
-
i
);
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
4
-
pad_right
],
4
-
pad_right
);
din_ptr_arr
[
num
]
+=
2
;
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_post
(
din_ptr_arr
[
tmp
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
tmp
-
k
][
3
-
i
],
3
-
i
);
weights
[
tmp
-
k
][
4
-
pad_right
],
4
-
pad_right
);
din_ptr_arr
[
tmp
-
k
]
+=
2
;
}
pad_right
+=
2
;
*
dout
++
=
sum
;
}
}
...
...
@@ -1696,6 +1708,8 @@ inline void compute_all_padding_mid_out2(float* dout0,
bool
odds
,
int
pad_left
,
int
pad_right
,
int
pad_left_new
,
int
pad_right_new
,
int
cnt
,
int
remain
,
int
num
)
{
...
...
@@ -1703,23 +1717,24 @@ inline void compute_all_padding_mid_out2(float* dout0,
int
tmp2
=
num
+
1
;
int
tmp
=
num
-
1
;
// left
for
(
int
i
=
pad_left
;
i
>
0
;
i
--
)
{
for
(
int
i
=
pad_left
_new
;
i
>
0
;
i
--
)
{
float
sum
=
compute_one_data_pre
(
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
6
][
0
],
4
-
i
);
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
6
][
0
],
4
-
pad_left
);
float
sum1
=
compute_one_data_pre
(
din_ptr_arr
[
tmp1
],
weights
[
num
],
bias
[
0
],
weights
[
6
][
0
],
4
-
i
);
din_ptr_arr
[
tmp1
],
weights
[
num
],
bias
[
0
],
weights
[
6
][
0
],
4
-
pad_left
);
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_pre
(
din_ptr_arr
[
tmp
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
5
][
tmp
-
k
],
4
-
i
);
4
-
pad_left
);
sum1
+=
compute_one_data_pre
(
din_ptr_arr
[
tmp2
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
5
][
tmp
-
k
],
4
-
i
);
4
-
pad_left
);
}
pad_left
-=
2
;
*
dout0
++
=
sum
;
*
dout1
++
=
sum1
;
}
...
...
@@ -1820,25 +1835,26 @@ inline void compute_all_padding_mid_out2(float* dout0,
*
dout1
++
=
sum1
;
}
// right
for
(
int
i
=
0
;
i
<
pad_right
;
i
++
)
{
for
(
int
i
=
0
;
i
<
pad_right
_new
;
i
++
)
{
float
sum
=
compute_one_data_post
(
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
3
-
i
],
3
-
i
);
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
4
-
pad_right
],
4
-
pad_right
);
float
sum1
=
compute_one_data_post
(
din_ptr_arr
[
tmp1
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
3
-
i
],
3
-
i
);
din_ptr_arr
[
tmp1
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
4
-
pad_right
],
4
-
pad_right
);
din_ptr_arr
[
tmp1
]
+=
2
;
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_post
(
din_ptr_arr
[
tmp
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
tmp
-
k
][
3
-
i
],
3
-
i
);
weights
[
tmp
-
k
][
4
-
pad_right
],
4
-
pad_right
);
sum1
+=
compute_one_data_post
(
din_ptr_arr
[
tmp2
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
tmp
-
k
][
3
-
i
],
3
-
i
);
weights
[
tmp
-
k
][
4
-
pad_right
],
4
-
pad_right
);
din_ptr_arr
[
tmp2
-
k
]
+=
2
;
}
pad_right
+=
2
;
din_ptr_arr
[
1
]
+=
2
;
din_ptr_arr
[
0
]
+=
2
;
*
dout0
++
=
sum
;
...
...
@@ -1853,21 +1869,24 @@ inline void compute_all_padding_post(float* dout,
bool
odds
,
int
pad_left
,
int
pad_right
,
int
pad_left_new
,
int
pad_right_new
,
int
cnt
,
int
remain
,
int
num
)
{
// left
int
tmp
=
num
-
1
;
for
(
int
i
=
pad_left
;
i
>
0
;
i
--
)
{
for
(
int
i
=
pad_left
_new
;
i
>
0
;
i
--
)
{
float
sum
=
compute_one_data_pre
(
din_ptr_arr
[
3
],
weights
[
num
],
bias
[
0
],
weights
[
5
][
num
],
4
-
i
);
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
5
][
num
],
4
-
pad_left
);
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_pre
(
din_ptr_arr
[
2
-
k
],
sum
+=
compute_one_data_pre
(
din_ptr_arr
[
tmp
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
5
][
tmp
-
k
],
4
-
i
);
4
-
pad_left
);
}
pad_left
-=
2
;
*
dout
++
=
sum
;
}
if
(
odds
)
{
// origin pad_left is odds, such as ori_pad_left=1
...
...
@@ -1884,7 +1903,7 @@ inline void compute_all_padding_post(float* dout,
#ifdef __aarch64__
asm
volatile
(
COMPUTE_ONE_LINE_S2_POST
RESULT_S2
:
[
cnt
]
"+r"
(
cnt
),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
3
]),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
num
]),
[
dout_ptr
]
"+r"
(
dout
)
:
[
wr0
]
"w"
(
weights
[
0
]),
[
wr5
]
"w"
(
weights
[
5
]),
...
...
@@ -1902,7 +1921,7 @@ inline void compute_all_padding_post(float* dout,
#else
asm
volatile
(
COMPUTE_ONE_LINE_S2_POST
RESULT_S2
:
[
cnt
]
"+r"
(
cnt
),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
3
]),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
num
]),
[
dout_ptr
]
"+r"
(
dout
)
:
[
wr0
]
"w"
(
weights
[
0
]),
[
wr5
]
"w"
(
weights
[
5
]),
...
...
@@ -1918,14 +1937,14 @@ inline void compute_all_padding_post(float* dout,
"q14"
,
"q15"
);
#endif
din_ptr_arr
[
3
]
-=
8
;
din_ptr_arr
[
num
]
-=
8
;
break
;
case
1
:
#ifdef __aarch64__
asm
volatile
(
COMPUTE_TWO_LINE_S2_POST
RESULT_S2
:
[
cnt
]
"+r"
(
cnt
),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
2
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
3
]),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
tmp
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
num
]),
[
dout_ptr
]
"+r"
(
dout
)
:
[
wr0
]
"w"
(
weights
[
0
]),
[
wr1
]
"w"
(
weights
[
1
]),
...
...
@@ -1944,8 +1963,8 @@ inline void compute_all_padding_post(float* dout,
#else
asm
volatile
(
COMPUTE_TWO_LINE_S2_POST
RESULT_S2
:
[
cnt
]
"+r"
(
cnt
),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
2
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
3
]),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
tmp
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
num
]),
[
dout_ptr
]
"+r"
(
dout
)
:
[
wr0
]
"w"
(
weights
[
0
]),
[
wr1
]
"w"
(
weights
[
1
]),
...
...
@@ -1962,15 +1981,15 @@ inline void compute_all_padding_post(float* dout,
"q14"
,
"q15"
);
#endif
din_ptr_arr
[
2
]
-=
8
;
din_ptr_arr
[
tmp
]
-=
8
;
break
;
case
2
:
#ifdef __aarch64__
asm
volatile
(
COMPUTE_THREE_LINE_S2_POST
RESULT_S2
:
[
cnt
]
"+r"
(
cnt
),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
1
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
2
]),
[
din_ptr2
]
"+r"
(
din_ptr_arr
[
3
]),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
tmp
-
1
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
tmp
]),
[
din_ptr2
]
"+r"
(
din_ptr_arr
[
num
]),
[
dout_ptr
]
"+r"
(
dout
)
:
[
wr0
]
"w"
(
weights
[
0
]),
[
wr1
]
"w"
(
weights
[
1
]),
...
...
@@ -1990,9 +2009,9 @@ inline void compute_all_padding_post(float* dout,
#else
asm
volatile
(
COMPUTE_THREE_LINE_S2_POST
RESULT_S2
:
[
cnt
]
"+r"
(
cnt
),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
1
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
2
]),
[
din_ptr2
]
"+r"
(
din_ptr_arr
[
3
]),
[
din_ptr0
]
"+r"
(
din_ptr_arr
[
tmp
-
1
]),
[
din_ptr1
]
"+r"
(
din_ptr_arr
[
tmp
]),
[
din_ptr2
]
"+r"
(
din_ptr_arr
[
num
]),
[
dout_ptr
]
"+r"
(
dout
)
:
[
wr0
]
"w"
(
weights
[
0
]),
[
wr1
]
"w"
(
weights
[
1
]),
...
...
@@ -2010,7 +2029,7 @@ inline void compute_all_padding_post(float* dout,
"q14"
,
"q15"
);
#endif
din_ptr_arr
[
1
]
-=
8
;
din_ptr_arr
[
tmp
-
1
]
-=
8
;
break
;
case
3
:
#ifdef __aarch64__
...
...
@@ -2072,28 +2091,30 @@ inline void compute_all_padding_post(float* dout,
// remain
for
(
int
w
=
0
;
w
<
remain
;
w
++
)
{
float
sum
=
compute_one_data_post
(
din_ptr_arr
[
3
],
weights
[
num
],
bias
[
0
],
weights
[
5
][
num
],
4
);
din_ptr_arr
[
3
]
+=
2
;
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
5
][
num
],
4
);
din_ptr_arr
[
num
]
+=
2
;
for
(
int
i
=
0
;
i
<
num
;
i
++
)
{
sum
+=
compute_one_data_post
(
din_ptr_arr
[
2
-
i
],
weights
[
tmp
-
i
],
0.
f
,
weights
[
5
][
tmp
-
i
],
4
);
din_ptr_arr
[
2
-
i
]
+=
2
;
din_ptr_arr
[
tmp
-
i
],
weights
[
tmp
-
i
],
0.
f
,
weights
[
5
][
tmp
-
i
],
4
);
din_ptr_arr
[
tmp
-
i
]
+=
2
;
}
*
dout
++
=
sum
;
}
// right
for
(
int
i
=
0
;
i
<
pad_right
;
i
++
)
{
int
num_index
=
4
-
pad_right
;
for
(
int
i
=
0
;
i
<
pad_right_new
;
i
++
)
{
float
sum
=
compute_one_data_post
(
din_ptr_arr
[
3
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
3
-
i
],
3
-
i
);
din_ptr_arr
[
3
]
+=
2
;
din_ptr_arr
[
num
],
weights
[
num
],
bias
[
0
],
weights
[
num
][
num_index
],
num_index
);
din_ptr_arr
[
num
]
+=
2
;
for
(
int
k
=
0
;
k
<
num
;
k
++
)
{
sum
+=
compute_one_data_post
(
din_ptr_arr
[
2
-
k
],
sum
+=
compute_one_data_post
(
din_ptr_arr
[
tmp
-
k
],
weights
[
tmp
-
k
],
0.
f
,
weights
[
tmp
-
k
][
3
-
i
],
3
-
i
);
din_ptr_arr
[
2
-
k
]
+=
2
;
weights
[
tmp
-
k
][
num_index
],
num_index
);
din_ptr_arr
[
tmp
-
k
]
+=
2
;
}
num_index
-=
2
;
*
dout
++
=
sum
;
}
}
...
...
@@ -2139,7 +2160,18 @@ void conv_depthwise_5x5s2_bias(float* dout,
int
cnt
=
loop_w
>>
2
;
int
remain
=
loop_w
&
3
;
int
n_top_h
=
4
-
pad_top
;
int
n_bottom_h
=
4
-
pad_bottom
;
int
n_bottom_h
=
odds_h
?
(
4
-
pad_bottom
)
:
((
hin
%
2
)
?
4
:
3
);
int
n_right_w
=
odds_w
?
pad_right
:
((
win
%
2
)
?
0
:
1
);
if
(
n_right_w
==
0
)
{
remain
++
;
pad_right_new
--
;
n_right_w
+=
2
;
}
if
(
n_bottom_h
==
4
)
{
loop_h
++
;
pad_bottom_new
--
;
n_bottom_h
-=
2
;
}
for
(
int
n
=
0
;
n
<
num
;
n
++
)
{
const
float
*
din_batch
=
din
+
n
*
in_channel_size
;
float
*
dout_batch
=
dout
+
n
*
out_channel_size
;
...
...
@@ -2182,6 +2214,8 @@ void conv_depthwise_5x5s2_bias(float* dout,
vbias
,
weights_vec
,
odds_w
,
pad_left
,
n_right_w
,
pad_left_new
,
pad_right_new
,
cnt
,
...
...
@@ -2220,6 +2254,8 @@ void conv_depthwise_5x5s2_bias(float* dout,
vbias
,
weights_vec
,
odds_w
,
pad_left
,
n_right_w
,
pad_left_new
,
pad_right_new
,
cnt
,
...
...
@@ -2248,6 +2284,8 @@ void conv_depthwise_5x5s2_bias(float* dout,
vbias
,
weights_vec
,
odds_w
,
pad_left
,
n_right_w
,
pad_left_new
,
pad_right_new
,
cnt
,
...
...
@@ -2273,6 +2311,8 @@ void conv_depthwise_5x5s2_bias(float* dout,
vbias
,
weights_vec
,
odds_w
,
pad_left
,
n_right_w
,
pad_left_new
,
pad_right_new
,
cnt
,
...
...
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