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e7652a37
编写于
4月 13, 2023
作者:
N
niuliling123
提交者:
GitHub
4月 13, 2023
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电子邮件补丁
差异文件
Support print stack when place=CUDAPlace (#52841)
上级
b9ccf0e6
变更
2
显示空白变更内容
内联
并排
Showing
2 changed file
with
51 addition
and
19 deletion
+51
-19
paddle/fluid/framework/details/nan_inf_utils_detail.cu
paddle/fluid/framework/details/nan_inf_utils_detail.cu
+39
-3
paddle/fluid/framework/details/nan_inf_utils_detail.h
paddle/fluid/framework/details/nan_inf_utils_detail.h
+12
-16
未找到文件。
paddle/fluid/framework/details/nan_inf_utils_detail.cu
浏览文件 @
e7652a37
...
...
@@ -23,6 +23,7 @@
#include "paddle/fluid/framework/convert_utils.h"
#include "paddle/fluid/framework/scope.h"
#include "paddle/phi/common/amp_type_traits.h"
#include "paddle/phi/common/memory_utils.h"
#include "paddle/phi/kernels/funcs/math_cuda_utils.h"
DECLARE_int32
(
check_nan_inf_level
);
...
...
@@ -294,7 +295,8 @@ __global__ void FindGlobalMaxMinAndPrint(const int64_t* block_num_nan_ptr,
const
char
*
debug_info
,
int64_t
numel
,
int64_t
numel_max_min
,
int
check_nan_inf_level
)
{
int
check_nan_inf_level
,
int64_t
*
nan_inf_zero
)
{
if
(
blockIdx
.
x
==
0
&&
threadIdx
.
x
==
0
)
{
int64_t
num_nan
=
0
;
int64_t
num_inf
=
0
;
...
...
@@ -325,8 +327,12 @@ __global__ void FindGlobalMaxMinAndPrint(const int64_t* block_num_nan_ptr,
min_value
=
tmp_min_value
<
min_value
?
tmp_min_value
:
min_value
;
mean_value
+=
tmp_mean_value
;
}
if
(
check_nan_inf_level
==
0
)
{
nan_inf_zero
[
0
]
=
num_nan
;
nan_inf_zero
[
1
]
=
num_inf
;
nan_inf_zero
[
2
]
=
num_zero
;
}
}
PrintForDifferentLevel
<
T
,
MT
>
(
debug_info
,
numel
,
num_nan
,
...
...
@@ -493,6 +499,10 @@ void TensorCheckerVisitor<phi::GPUContext>::apply(
tensor_block_mean_ptr
);
int
check_nan_inf_level
=
FLAGS_check_nan_inf_level
;
phi
::
DenseTensor
nan_inf_zero_tensor
;
nan_inf_zero_tensor
.
Resize
({
static_cast
<
int64_t
>
(
3
)});
int64_t
*
nan_inf_zero
=
dev_ctx
->
template
Alloc
<
int64_t
>(
&
nan_inf_zero_tensor
);
FindGlobalMaxMinAndPrint
<
T
,
MT
>
<<<
1
,
1
,
0
,
dev_ctx
->
stream
()
>>>
(
block_num_nan_ptr
,
block_num_inf_ptr
,
...
...
@@ -503,7 +513,33 @@ void TensorCheckerVisitor<phi::GPUContext>::apply(
gpu_str_ptr
,
tensor
.
numel
(),
numel_max_min
,
check_nan_inf_level
);
check_nan_inf_level
,
nan_inf_zero_tensor
.
data
<
int64_t
>
());
if
(
check_nan_inf_level
==
0
)
{
auto
nan_cpu
=
phi
::
memory_utils
::
Alloc
(
phi
::
CPUPlace
(),
sizeof
(
int64_t
)
*
3
);
int64_t
*
nan_cpu_ptr
=
reinterpret_cast
<
int64_t
*>
(
nan_cpu
->
ptr
());
phi
::
memory_utils
::
Copy
(
phi
::
CPUPlace
(),
nan_cpu_ptr
,
place
,
nan_inf_zero
,
3
*
sizeof
(
int64_t
),
dev_ctx
->
stream
());
dev_ctx
->
Wait
();
if
(
nan_cpu_ptr
[
0
]
>
0
||
nan_cpu_ptr
[
1
]
>
0
)
{
const
std
::
string
debug_info
=
GetHintString
<
T
>
(
op_type
,
var_name
,
place
,
dev_id
);
PADDLE_THROW
(
platform
::
errors
::
PreconditionNotMet
(
"There are NAN or INF (num_nan=%lld, num_inf=%lld, num_zero=%lld) in "
"%s."
,
static_cast
<
long
long
>
(
nan_cpu_ptr
[
0
]),
// NOLINT
static_cast
<
long
long
>
(
nan_cpu_ptr
[
1
]),
// NOLINT
static_cast
<
long
long
>
(
nan_cpu_ptr
[
2
]),
// NOLINT
debug_info
));
}
}
#endif
}
...
...
paddle/fluid/framework/details/nan_inf_utils_detail.h
浏览文件 @
e7652a37
...
...
@@ -87,15 +87,7 @@ HOSTDEVICE void PrintForDifferentLevel(const char* debug_info,
static_cast
<
float
>
(
min_value
),
static_cast
<
float
>
(
mean_value
));
if
(
check_nan_inf_level
==
0
)
{
#if defined(__NVCC__) || defined(__HIPCC__)
PADDLE_ENFORCE
(
false
,
"There are NAN or INF (num_nan=%ld, num_inf=%lld, "
"num_zero=%lld) in %s."
,
static_cast
<
long
long
>
(
num_nan
),
// NOLINT
static_cast
<
long
long
>
(
num_inf
),
// NOLINT
static_cast
<
long
long
>
(
num_zero
),
// NOLINT
debug_info
);
#else
#if !(defined(__NVCC__) || defined(__HIPCC__))
PADDLE_THROW
(
platform
::
errors
::
PreconditionNotMet
(
"There are NAN or INF (num_nan=%lld, num_inf=%lld, num_zero=%lld) in "
"%s."
,
...
...
@@ -106,9 +98,12 @@ HOSTDEVICE void PrintForDifferentLevel(const char* debug_info,
#endif
}
}
else
if
(
NeedPrint
<
T
,
MT
>
(
max_value
,
min_value
,
check_nan_inf_level
))
{
printf
(
"[PRECISION] in %s, numel=%lld, max=%e, min=%e, mean=%e
\n
"
,
printf
(
"[PRECISION] in %s, numel=%lld, num_zero=%lld, max=%e, min=%e, "
"mean=%e
\n
"
,
debug_info
,
static_cast
<
long
long
>
(
numel
),
// NOLINT
static_cast
<
long
long
>
(
num_zero
),
// NOLINT
static_cast
<
float
>
(
max_value
),
static_cast
<
float
>
(
min_value
),
static_cast
<
float
>
(
mean_value
));
...
...
@@ -153,6 +148,7 @@ void PrintForDifferentLevelFile(const char* debug_info,
}
else
if
(
NeedPrint
<
T
,
MT
>
(
max_value
,
min_value
,
check_nan_inf_level
))
{
outfile
<<
"[PRECISION] in "
<<
debug_info
<<
", numel="
<<
static_cast
<
long
long
>
(
numel
)
// NOLINT
<<
", num_zero="
<<
static_cast
<
long
long
>
(
num_zero
)
// NOLINT
<<
", max="
<<
static_cast
<
float
>
(
max_value
)
<<
", min="
<<
static_cast
<
float
>
(
min_value
)
<<
", mean="
<<
static_cast
<
float
>
(
mean_value
)
<<
std
::
endl
;
...
...
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