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0a4b6fc0
编写于
12月 21, 2018
作者:
M
minqiyang
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Remove unnessesary code
test=develop
上级
53619a79
变更
13
显示空白变更内容
内联
并排
Showing
13 changed file
with
117 addition
and
255 deletion
+117
-255
CMakeLists.txt
CMakeLists.txt
+1
-1
cmake/external/robin_map.cmake
cmake/external/robin_map.cmake
+0
-31
paddle/fluid/framework/CMakeLists.txt
paddle/fluid/framework/CMakeLists.txt
+1
-1
paddle/fluid/framework/details/execution_strategy.h
paddle/fluid/framework/details/execution_strategy.h
+1
-1
paddle/fluid/framework/details/scope_buffered_ssa_graph_executor.cc
...id/framework/details/scope_buffered_ssa_graph_executor.cc
+4
-7
paddle/fluid/framework/ir/graph.cc
paddle/fluid/framework/ir/graph.cc
+16
-49
paddle/fluid/framework/rw_lock.h
paddle/fluid/framework/rw_lock.h
+68
-33
paddle/fluid/framework/scope.cc
paddle/fluid/framework/scope.cc
+20
-31
paddle/fluid/framework/scope.h
paddle/fluid/framework/scope.h
+3
-26
paddle/fluid/framework/spin_lock.h
paddle/fluid/framework/spin_lock.h
+0
-71
paddle/fluid/operators/math/concat_and_split.cu
paddle/fluid/operators/math/concat_and_split.cu
+2
-2
paddle/fluid/pybind/pybind.cc
paddle/fluid/pybind/pybind.cc
+1
-1
python/paddle/fluid/profiler.py
python/paddle/fluid/profiler.py
+0
-1
未找到文件。
CMakeLists.txt
浏览文件 @
0a4b6fc0
cmake/external/robin_map.cmake
已删除
100644 → 0
浏览文件 @
53619a79
include
(
ExternalProject
)
set
(
ROBIN_MAP_SOURCE_DIR
${
THIRD_PARTY_PATH
}
/robin_map
)
set
(
ROBIN_MAP_INCLUDE_DIR
${
ROBIN_MAP_SOURCE_DIR
}
/src/extern_robin_map/include
)
include_directories
(
${
ROBIN_MAP_INCLUDE_DIR
}
)
ExternalProject_Add
(
extern_robin_map
${
EXTERNAL_PROJECT_LOG_ARGS
}
GIT_REPOSITORY
"https://github.com/Tessil/robin-map.git"
GIT_TAG
"v0.5.0"
PREFIX
${
ROBIN_MAP_SOURCE_DIR
}
UPDATE_COMMAND
""
CONFIGURE_COMMAND
""
BUILD_COMMAND
""
INSTALL_COMMAND
""
TEST_COMMAND
""
)
if
(
${
CMAKE_VERSION
}
VERSION_LESS
"3.3.0"
)
set
(
dummyfile
${
CMAKE_CURRENT_BINARY_DIR
}
/robin_map_dummy.c
)
file
(
WRITE
${
dummyfile
}
"const char *dummy =
\"
${
dummyfile
}
\"
;"
)
add_library
(
robin_map STATIC
${
dummyfile
}
)
else
()
add_library
(
robin_map INTERFACE
)
endif
()
add_dependencies
(
robin_map extern_robin_map
)
LIST
(
APPEND externl_project_dependencies robin_map
)
paddle/fluid/framework/CMakeLists.txt
浏览文件 @
0a4b6fc0
...
...
@@ -83,7 +83,7 @@ cc_test(variable_test SRCS variable_test.cc)
cc_library
(
threadpool SRCS threadpool.cc DEPS enforce
)
cc_test
(
threadpool_test SRCS threadpool_test.cc DEPS threadpool
)
cc_library
(
scope SRCS scope.cc DEPS glog threadpool
xxhash
)
cc_library
(
scope SRCS scope.cc DEPS glog threadpool
)
cc_test
(
scope_test SRCS scope_test.cc DEPS scope
)
cc_library
(
data_device_transform SRCS data_device_transform.cc DEPS tensor
)
...
...
paddle/fluid/framework/details/execution_strategy.h
浏览文件 @
0a4b6fc0
...
...
@@ -25,7 +25,7 @@ struct ExecutionStrategy {
size_t
num_threads_
{
0
};
bool
use_cuda_
{
true
};
bool
allow_op_delay_
{
false
};
size_t
num_iteration_per_drop_scope_
{
1
};
size_t
num_iteration_per_drop_scope_
{
1
00
};
ExecutorType
type_
{
kDefault
};
bool
dry_run_
{
false
};
};
...
...
paddle/fluid/framework/details/scope_buffered_ssa_graph_executor.cc
浏览文件 @
0a4b6fc0
...
...
@@ -64,24 +64,21 @@ FeedFetchList ScopeBufferedSSAGraphExecutor::Run(
}
platform
::
RecordEvent
e
(
"ScopeBufferedSSAGraphExecutorAfterRun"
,
nullptr
);
++
drop_scope_counter_
;
drop_scope_counter_
+=
1
;
if
(
!
fetch_tensors
.
empty
())
{
if
(
!
fetch_tensors
.
empty
()
||
drop_scope_counter_
==
strategy_
.
num_iteration_per_drop_scope_
)
{
drop_scope_counter_
=
0
;
// Wait All computational streams
for
(
auto
p
:
places_
)
{
platform
::
DeviceContextPool
::
Instance
().
Get
(
p
)
->
Wait
();
}
}
if
(
drop_scope_counter_
==
strategy_
.
num_iteration_per_drop_scope_
)
{
drop_scope_counter_
=
0
;
for
(
auto
&
scope
:
local_scopes_
)
{
auto
&
local_scope
=
*
scope
->
Var
(
details
::
kLocalExecScopeName
)
->
GetMutable
<
Scope
*>
();
scope
->
DeleteScope
(
local_scope
);
}
}
if
(
eptr
)
{
std
::
rethrow_exception
(
eptr
);
}
else
{
...
...
paddle/fluid/framework/ir/graph.cc
浏览文件 @
0a4b6fc0
...
...
@@ -20,10 +20,6 @@ limitations under the License. */
#include "paddle/fluid/framework/program_desc.h"
#include "paddle/fluid/framework/var_desc.h"
DEFINE_bool
(
enforce_when_check_program
,
true
,
"Checking whether the program is correct or not. We will log "
"errors rather than throwing exceptions if this flag turned off"
);
namespace
paddle
{
namespace
framework
{
namespace
ir
{
...
...
@@ -48,21 +44,12 @@ void CheckProgram(const ProgramDesc &program) {
break
;
case
_INT
(
OpRole
::
kBackward
):
case
_INT
(
OpRole
::
kBackward
)
|
_INT
(
OpRole
::
kLoss
):
if
(
!
FLAGS_enforce_when_check_program
)
{
PADDLE_ENFORCE
(
visit
.
find
(
_INT
(
OpRole
::
kOptimize
))
==
visit
.
end
(),
"Cannot add backward operator %s after optimize operator."
,
op
->
Type
());
}
else
{
if
(
visit
.
find
(
_INT
(
OpRole
::
kOptimize
))
!=
visit
.
end
())
{
LOG
(
ERROR
)
<<
"Cannot add backward operator %s after optimize operator."
<<
op
->
Type
();
}
}
break
;
case
_INT
(
OpRole
::
kForward
)
|
_INT
(
OpRole
::
kLoss
):
if
(
!
FLAGS_enforce_when_check_program
)
{
PADDLE_ENFORCE
(
visit
.
find
(
_INT
(
OpRole
::
kBackward
)
|
_INT
(
OpRole
::
kLoss
))
==
visit
.
end
(),
"Cannot add backward|loss operator before "
...
...
@@ -72,32 +59,12 @@ void CheckProgram(const ProgramDesc &program) {
visit
.
find
(
_INT
(
OpRole
::
kOptimize
))
==
visit
.
end
(),
"Cannot add forward|loss operator %s after optimize operator."
,
op
->
Type
());
}
else
{
if
(
visit
.
find
(
_INT
(
OpRole
::
kBackward
)
|
_INT
(
OpRole
::
kLoss
))
!=
visit
.
end
())
{
LOG
(
ERROR
)
<<
"Cannot add backward|loss operator before "
<<
"forward|loss operator %s."
<<
op
->
Type
();
}
if
(
visit
.
find
(
_INT
(
OpRole
::
kOptimize
))
!=
visit
.
end
())
{
LOG
(
ERROR
)
<<
"Cannot add forward|loss operator %s after optimize "
"operator."
<<
op
->
Type
();
}
}
break
;
case
_INT
(
OpRole
::
kOptimize
):
case
_INT
(
OpRole
::
kOptimize
)
|
_INT
(
OpRole
::
kLRSched
):
if
(
!
FLAGS_enforce_when_check_program
)
{
PADDLE_ENFORCE
(
visit
.
find
(
_INT
(
OpRole
::
kBackward
))
!=
visit
.
end
(),
"Optimize operators %s must follow backward operator."
,
op
->
Type
());
}
else
{
if
(
visit
.
find
(
_INT
(
OpRole
::
kBackward
))
==
visit
.
end
())
{
LOG
(
ERROR
)
<<
"Optimize operators %s must follow backward operator."
<<
op
->
Type
();
}
}
break
;
case
_INT
(
OpRole
::
kLRSched
):
case
_INT
(
OpRole
::
kDist
):
...
...
paddle/fluid/framework/rw_lock.h
浏览文件 @
0a4b6fc0
...
...
@@ -16,8 +16,6 @@ limitations under the License. */
#if !defined(_WIN32)
#include <pthread.h>
#else
#include <mutex> // NOLINT
#endif // !_WIN32
#include "paddle/fluid/platform/enforce.h"
...
...
@@ -31,17 +29,17 @@ struct RWLock {
~
RWLock
()
{
pthread_rwlock_destroy
(
&
lock_
);
}
inline
void
RDLock
()
{
void
RDLock
()
{
PADDLE_ENFORCE_EQ
(
pthread_rwlock_rdlock
(
&
lock_
),
0
,
"acquire read lock failed"
);
}
inline
void
WRLock
()
{
void
WRLock
()
{
PADDLE_ENFORCE_EQ
(
pthread_rwlock_wrlock
(
&
lock_
),
0
,
"acquire write lock failed"
);
}
inline
void
UNLock
()
{
void
UNLock
()
{
PADDLE_ENFORCE_EQ
(
pthread_rwlock_unlock
(
&
lock_
),
0
,
"unlock failed"
);
}
...
...
@@ -53,44 +51,81 @@ struct RWLock {
// https://stackoverflow.com/questions/7125250/making-pthread-rwlock-wrlock-recursive
// In windows, rw_lock seems like a hack. Use empty object and do nothing.
struct
RWLock
{
// FIXME(minqiyang): use mutex here to do fake lock
inline
void
RDLock
()
{
mutex_
.
lock
();
}
inline
void
WRLock
()
{
mutex_
.
lock
();
}
inline
void
UNLock
()
{
mutex_
.
unlock
();
}
private:
std
::
mutex
mutex_
;
void
RDLock
()
{}
void
WRLock
()
{}
void
UNLock
()
{}
};
#endif
class
AutoWRLock
{
class
RWLockGuard
{
public:
explicit
AutoWRLock
(
RWLock
*
rw_lock
)
:
lock_
(
rw_lock
)
{
Lock
();
}
inline
void
Lock
()
{
lock_
->
WRLock
();
}
inline
void
UnLock
()
{
lock_
->
UNLock
();
}
~
AutoWRLock
()
{
UnLock
();
}
private:
RWLock
*
lock_
;
};
enum
Status
{
kUnLock
,
kWRLock
,
kRDLock
};
RWLockGuard
(
RWLock
*
rw_lock
,
Status
init_status
)
:
lock_
(
rw_lock
),
status_
(
Status
::
kUnLock
)
{
switch
(
init_status
)
{
case
Status
::
kRDLock
:
{
RDLock
();
break
;
}
case
Status
::
kWRLock
:
{
WRLock
();
break
;
}
case
Status
::
kUnLock
:
{
break
;
}
}
}
class
AutoRDLock
{
public:
explicit
AutoRDLock
(
RWLock
*
rw_lock
)
:
lock_
(
rw_lock
)
{
Lock
();
}
void
WRLock
()
{
switch
(
status_
)
{
case
Status
::
kUnLock
:
{
lock_
->
WRLock
();
status_
=
Status
::
kWRLock
;
break
;
}
case
Status
::
kWRLock
:
{
break
;
}
case
Status
::
kRDLock
:
{
PADDLE_THROW
(
"Please unlock read lock first before invoking write lock."
);
break
;
}
}
}
inline
void
Lock
()
{
lock_
->
RDLock
();
}
void
RDLock
()
{
switch
(
status_
)
{
case
Status
::
kUnLock
:
{
lock_
->
RDLock
();
status_
=
Status
::
kRDLock
;
break
;
}
case
Status
::
kRDLock
:
{
break
;
}
case
Status
::
kWRLock
:
{
PADDLE_THROW
(
"Please unlock write lock first before invoking read lock."
);
break
;
}
}
}
inline
void
UnLock
()
{
lock_
->
UNLock
();
}
void
UnLock
()
{
if
(
status_
!=
Status
::
kUnLock
)
{
lock_
->
UNLock
();
status_
=
Status
::
kUnLock
;
}
}
~
AutoRDLock
()
{
UnLock
();
}
~
RWLockGuard
()
{
UnLock
();
}
private:
RWLock
*
lock_
;
Status
status_
;
};
}
// namespace framework
...
...
paddle/fluid/framework/scope.cc
浏览文件 @
0a4b6fc0
...
...
@@ -47,15 +47,9 @@ DEFINE_bool(fast_eager_deletion_mode, false,
// the mutex will cause serious performance issue.
// So the mutex is disabled when `ON_INFER`.
#ifdef PADDLE_ON_INFERENCE
#define SCOPE_KIDS_READER_LOCK
#define SCOPE_KIDS_WRITER_LOCK
#define SCOPE_VARS_READER_LOCK
#define SCOPE_VARS_WRITER_LOCK
#define SCOPE_LOCK_GUARD
#else
#define SCOPE_KIDS_READER_LOCK AutoRDLock auto_lock(&kids_lock_);
#define SCOPE_KIDS_WRITER_LOCK AutoWRLock auto_lock(&kids_lock_);
#define SCOPE_VARS_READER_LOCK AutoRDLock auto_lock(&vars_lock_);
#define SCOPE_VARS_WRITER_LOCK AutoWRLock auto_lock(&vars_lock_);
#define SCOPE_LOCK_GUARD std::lock_guard<std::mutex> lock(mutex_);
#endif
namespace
paddle
{
...
...
@@ -73,69 +67,64 @@ bool IsFastEagerDeletionModeEnabled() { return FLAGS_fast_eager_deletion_mode; }
Scope
::~
Scope
()
{
DropKids
();
}
Scope
&
Scope
::
NewScope
()
const
{
Scope
*
child
=
new
Scope
(
this
);
{
SCOPE_KIDS_WRITER_LOCK
kids_
.
push_back
(
child
);
}
return
*
child
;
SCOPE_LOCK_GUARD
kids_
.
push_back
(
new
Scope
(
this
));
return
*
kids_
.
back
();
}
Variable
*
Scope
::
Var
(
const
std
::
string
&
name
)
{
SCOPE_
VARS_WRITER_LOCK
SCOPE_
LOCK_GUARD
return
VarInternal
(
name
);
}
Variable
*
Scope
::
Var
(
std
::
string
*
name
)
{
SCOPE_LOCK_GUARD
auto
new_name
=
string
::
Sprintf
(
"%p.%d"
,
this
,
vars_
.
size
());
if
(
name
!=
nullptr
)
{
*
name
=
new_name
;
}
SCOPE_VARS_WRITER_LOCK
return
VarInternal
(
new_name
);
}
Variable
*
Scope
::
FindVar
(
const
std
::
string
&
name
)
const
{
SCOPE_
VARS_READER_LOCK
SCOPE_
LOCK_GUARD
return
FindVarInternal
(
name
);
}
Variable
*
Scope
::
FindLocalVar
(
const
std
::
string
&
name
)
const
{
SCOPE_
VARS_READER_LOCK
SCOPE_
LOCK_GUARD
return
FindVarLocally
(
name
);
}
const
Scope
*
Scope
::
FindScope
(
const
Variable
*
var
)
const
{
SCOPE_
VARS_READER_LOCK
SCOPE_
LOCK_GUARD
return
FindScopeInternal
(
var
);
}
void
Scope
::
DropKids
()
{
SCOPE_
KIDS_WRITER_LOCK
SCOPE_
LOCK_GUARD
for
(
Scope
*
s
:
kids_
)
delete
s
;
kids_
.
clear
();
}
bool
Scope
::
HasKid
(
const
Scope
*
scope
)
const
{
SCOPE_
KIDS_READER_LOCK
SCOPE_
LOCK_GUARD
auto
it
=
std
::
find
(
this
->
kids_
.
begin
(),
this
->
kids_
.
end
(),
scope
);
return
it
!=
this
->
kids_
.
end
();
}
std
::
vector
<
std
::
string
>
Scope
::
LocalVarNames
()
const
{
SCOPE_LOCK_GUARD
std
::
vector
<
std
::
string
>
known_vars
;
{
SCOPE_VARS_READER_LOCK
known_vars
.
reserve
(
this
->
vars_
.
size
());
for
(
auto
&
p
:
vars_
)
{
known_vars
.
emplace_back
(
p
.
first
);
}
}
return
known_vars
;
}
void
Scope
::
DeleteScope
(
Scope
*
scope
)
const
{
SCOPE_
KIDS_WRITER_LOCK
SCOPE_
LOCK_GUARD
auto
it
=
std
::
find
(
this
->
kids_
.
begin
(),
this
->
kids_
.
end
(),
scope
);
PADDLE_ENFORCE
(
it
!=
this
->
kids_
.
end
(),
"%p Cannot find %p as kid scope"
,
this
,
scope
);
...
...
@@ -149,8 +138,8 @@ void Scope::DeleteScope(Scope* scope) const {
}
void
Scope
::
EraseVars
(
const
std
::
vector
<
std
::
string
>&
var_names
)
{
SCOPE_LOCK_GUARD
std
::
set
<
std
::
string
>
var_set
(
var_names
.
begin
(),
var_names
.
end
());
SCOPE_VARS_WRITER_LOCK
for
(
auto
it
=
vars_
.
begin
();
it
!=
vars_
.
end
();)
{
if
(
var_set
.
find
(
it
->
first
)
!=
var_set
.
end
())
{
it
=
vars_
.
erase
(
it
);
...
...
@@ -162,12 +151,12 @@ void Scope::EraseVars(const std::vector<std::string>& var_names) {
void
Scope
::
Rename
(
const
std
::
string
&
origin_name
,
const
std
::
string
&
new_name
)
const
{
SCOPE_
VARS_WRITER_LOCK
SCOPE_
LOCK_GUARD
RenameInternal
(
origin_name
,
new_name
);
}
std
::
string
Scope
::
Rename
(
const
std
::
string
&
origin_name
)
const
{
SCOPE_
VARS_WRITER_LOCK
SCOPE_
LOCK_GUARD
auto
new_name
=
string
::
Sprintf
(
"%p.%d"
,
this
,
vars_
.
size
());
RenameInternal
(
origin_name
,
new_name
);
return
new_name
;
...
...
paddle/fluid/framework/scope.h
浏览文件 @
0a4b6fc0
...
...
@@ -14,19 +14,12 @@ limitations under the License. */
#pragma once
extern
"C"
{
#include <xxhash.h>
}
#include <functional>
#include <list>
#include <m
emory>
#include <m
utex> // NOLINT
#include <string>
#include <unordered_map>
#include <utility>
#include <vector>
#include "paddle/fluid/framework/rw_lock.h"
#include "paddle/fluid/framework/variable.h"
#include "paddle/fluid/platform/macros.h"
...
...
@@ -38,14 +31,6 @@ bool IsFastEagerDeletionModeEnabled();
class
Scope
;
namespace
inner
{
struct
KeyHasher
{
std
::
size_t
operator
()(
const
std
::
string
&
key
)
const
{
return
XXH32
(
key
.
c_str
(),
key
.
size
(),
1
);
}
};
}
// namespace inner
/**
* @brief Scope that manage all variables.
*
...
...
@@ -110,14 +95,7 @@ class Scope {
std
::
string
Rename
(
const
std
::
string
&
origin_name
)
const
;
protected:
mutable
std
::
unordered_map
<
std
::
string
,
std
::
unique_ptr
<
Variable
>
,
inner
::
KeyHasher
>
vars_
;
// mutable tsl::robin_map<
// std::string, std::unique_ptr<Variable>, std::hash<std::string>,
// std::equal_to<std::string>,
// std::allocator<std::pair<std::string, std::unique_ptr<Variable>>>, true>
// vars_;
mutable
std
::
unordered_map
<
std
::
string
,
std
::
unique_ptr
<
Variable
>>
vars_
;
private:
// Call Scope::NewScope for a sub-scope.
...
...
@@ -146,8 +124,7 @@ class Scope {
DISABLE_COPY_AND_ASSIGN
(
Scope
);
private:
mutable
RWLock
kids_lock_
;
mutable
RWLock
vars_lock_
;
mutable
std
::
mutex
mutex_
;
};
// Generate some debug string about the inherience structure of scope, quite
...
...
paddle/fluid/framework/spin_lock.h
已删除
100644 → 0
浏览文件 @
53619a79
/* 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. */
#pragma once
#if !defined(_WIN32)
#include <pthread.h>
#else
#include <mutex> // NOLINT
#endif // !_WIN32
#include "paddle/fluid/platform/enforce.h"
namespace
paddle
{
namespace
framework
{
#if !defined(_WIN32)
struct
SpinLock
{
SpinLock
()
{
pthread_spin_init
(
&
lock_
,
PTHREAD_PROCESS_PRIVATE
);
}
~
SpinLock
()
{
pthread_spin_destroy
(
&
lock_
);
}
void
Lock
()
{
PADDLE_ENFORCE_EQ
(
pthread_spin_lock
(
&
lock_
),
0
,
"acquire spin lock failed"
);
}
void
Unlock
()
{
PADDLE_ENFORCE_EQ
(
pthread_spin_unlock
(
&
lock_
),
0
,
"release spin lock failed"
);
}
private:
pthread_spinlock_t
lock_
;
};
#else
// FIXME(minqiyang): use mutex here to do fake spin lock
struct
SpinLock
{
void
Lock
()
{
mutex_
.
lock
();
}
void
Unlock
()
{
mutex_
.
lock
();
}
private:
std
::
mutex
mutex_
;
};
#endif
class
AutoSpinLock
{
public:
explicit
SpinLockGuard
(
SpinLock
*
spin_lock
)
:
lock_
(
spin_lock
)
{
lock_
->
Lock
();
}
~
SpinLockGuard
()
{
lock_
->
Unlock
();
}
private:
SpinLock
*
lock_
;
};
}
// namespace framework
}
// namespace paddle
paddle/fluid/operators/math/concat_and_split.cu
浏览文件 @
0a4b6fc0
...
...
@@ -180,7 +180,7 @@ class ConcatFunctor<platform::CUDADeviceContext, T> {
}
// Wait() must be called because `inputs_data` may be destructed before
// kernel ends
/* context.Wait(); */
context
.
Wait
();
}
};
...
...
@@ -258,7 +258,7 @@ class SplitFunctor<platform::CUDADeviceContext, T> {
}
// Wait() must be called because `outputs_data` may be destructed before
// kernel ends
/* context.Wait(); */
context
.
Wait
();
}
};
...
...
paddle/fluid/pybind/pybind.cc
浏览文件 @
0a4b6fc0
...
...
@@ -822,7 +822,7 @@ All parameter, weight, gradient are variables in Paddle.
R"DOC(The type is INT, num_iteration_per_drop_scope indicates how
many iterations to clean up the temp variables which
is generated during execution. It may make the execution faster,
because the temp variable's shape maybe the same between two iterations. Default 1.
because the temp variable's shape maybe the same between two iterations. Default 1
00
.
NOTES:
1. If you fetch data when calling the 'run', the ParallelExecutor
...
...
python/paddle/fluid/profiler.py
浏览文件 @
0a4b6fc0
...
...
@@ -92,7 +92,6 @@ def cuda_profiler(output_file, output_mode=None, config=None):
config_file
=
'nvprof_config_file'
with
open
(
config_file
,
'wb'
)
as
fp
:
fp
.
writelines
([
six
.
b
(
"%s
\n
"
%
item
)
for
item
in
config
])
#Comment this for nvprof
core
.
nvprof_init
(
output_file
,
output_mode
,
config_file
)
# Enables profiler collection by the active CUDA profiling tool.
core
.
nvprof_start
()
...
...
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