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26cd0bb5
编写于
6月 29, 2017
作者:
L
liaogang
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
ENH: count allocated fallback size for performance
上级
464886bf
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
39 addition
and
20 deletion
+39
-20
paddle/memory/detail/system_allocator.cc
paddle/memory/detail/system_allocator.cc
+35
-17
paddle/memory/detail/system_allocator.h
paddle/memory/detail/system_allocator.h
+2
-1
python/paddle/trainer_config_helpers/networks.py
python/paddle/trainer_config_helpers/networks.py
+2
-2
未找到文件。
paddle/memory/detail/system_allocator.cc
浏览文件 @
26cd0bb5
...
...
@@ -39,22 +39,22 @@ void* CPUAllocator::Alloc(size_t& index, size_t size) {
// pointer shall not be dereferenced -- so we make it nullptr.
if
(
size
<=
0
)
return
nullptr
;
if
(
FLAGS_use_pinned_memory
)
{
void
*
p
=
malloc
(
size
);
if
(
p
!=
nullptr
)
{
mlock
(
p
,
size
);
}
}
index
=
0
;
// unlock memory
void
*
p
=
malloc
(
size
);
if
(
p
!=
nullptr
&&
FLAGS_use_pinned_memory
)
{
mlock
(
p
,
size
);
if
(
p
!=
nullptr
)
{
if
(
FLAGS_use_pinned_memory
)
{
index
=
1
;
mlock
(
p
,
size
);
// lock memory
}
}
return
p
;
}
void
CPUAllocator
::
Free
(
void
*
p
,
size_t
size
,
size_t
index
)
{
if
(
p
!=
nullptr
&&
FLAGS_use_pinned_memory
)
{
if
(
p
!=
nullptr
&&
index
==
1
)
{
munlock
(
p
,
size
);
}
free
(
p
);
...
...
@@ -73,26 +73,34 @@ void* GPUAllocator::Alloc(size_t& index, size_t size) {
// Reserve memory for page tables, etc.
size_t
reserving
=
capacity
-
paddle
::
platform
::
GpuMaxAllocSize
();
size_t
remaining
=
available
>
reserving
?
available
-
reserving
:
0
;
size_t
usable
=
available
>
reserving
?
available
-
reserving
:
0
;
// If remaining size no less than expected size, using general
// cudaMalloc to allocate GPU memory.
void
*
p
=
0
;
if
(
size
<=
remaining
)
{
if
(
size
<=
usable
)
{
cudaError_t
result
=
cudaMalloc
(
&
p
,
size
);
if
(
result
==
cudaSuccess
)
{
index
=
0
;
total
_alloc_size_
+=
size
;
gpu
_alloc_size_
+=
size
;
return
p
;
}
}
// If remaining size less than expected size or cudaMalloc failed,
// cudaMallocHost will be considered as a fallback allocator.
//
// NOTE: here, we use GpuMaxAllocSize() as the maximum memory size
// of host fallback allocation. Allocates too much would reduce
// the amount of memory available to the underlying system for paging.
usable
=
paddle
::
platform
::
GpuMaxAllocSize
()
-
fallback_alloc_size_
;
if
(
size
>
usable
)
return
nullptr
;
cudaError_t
result
=
cudaMallocHost
(
&
p
,
size
);
if
(
result
==
cudaSuccess
)
{
index
=
1
;
total
_alloc_size_
+=
size
;
fallback
_alloc_size_
+=
size
;
return
p
;
}
...
...
@@ -100,16 +108,26 @@ void* GPUAllocator::Alloc(size_t& index, size_t size) {
}
void
GPUAllocator
::
Free
(
void
*
p
,
size_t
size
,
size_t
index
)
{
cudaError_t
err
;
if
(
index
==
0
)
{
PADDLE_ASSERT
(
gpu_alloc_size_
>=
size
);
gpu_alloc_size_
-=
size
;
err
=
cudaFree
(
p
);
}
else
{
PADDLE_ASSERT
(
fallback_alloc_size_
>=
size
);
fallback_alloc_size_
-=
size
;
err
=
cudaFreeHost
(
p
);
}
// Purposefully allow cudaErrorCudartUnloading, because
// that is returned if you ever call cudaFree after the
// driver has already shutdown. This happens only if the
// process is terminating, in which case we don't care if
// cudaFree succeeds.
PADDLE_ASSERT
(
total_alloc_size_
>=
size
);
total_alloc_size_
-=
size
;
cudaError_t
err
=
index
==
1
?
cudaFreeHost
(
p
)
:
cudaFree
(
p
);
if
(
err
!=
cudaErrorCudartUnloading
)
{
platform
::
throw_on_error
(
err
,
"cudaFree{Host} failed"
);
platform
::
throw_on_error
(
err
,
"cudaFree{Host} failed in GPUAllocator::Free."
);
}
}
...
...
paddle/memory/detail/system_allocator.h
浏览文件 @
26cd0bb5
...
...
@@ -47,7 +47,8 @@ class GPUAllocator : public SystemAllocator {
virtual
void
Free
(
void
*
p
,
size_t
size
,
size_t
index
);
private:
size_t
total_alloc_size_
=
0
;
size_t
gpu_alloc_size_
=
0
;
size_t
fallback_alloc_size_
=
0
;
};
#endif // PADDLE_ONLY_CPU
...
...
python/paddle/trainer_config_helpers/networks.py
浏览文件 @
26cd0bb5
...
...
@@ -1381,7 +1381,7 @@ def inputs(layers, *args):
if
len
(
args
)
!=
0
:
layers
.
extend
(
args
)
Inputs
(
*
[
l
.
name
for
l
in
layers
])
Inputs
(
*
[
l
.
name
for
l
in
layers
])
def
outputs
(
layers
,
*
args
):
...
...
@@ -1424,7 +1424,7 @@ def outputs(layers, *args):
assert
len
(
layers
)
>
0
if
HasInputsSet
():
# input already set
Outputs
(
*
[
l
.
name
for
l
in
layers
])
Outputs
(
*
[
l
.
name
for
l
in
layers
])
return
# just return outputs.
if
len
(
layers
)
!=
1
:
...
...
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