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ad9331ea
编写于
5月 21, 2021
作者:
M
Megvii Engine Team
浏览文件
操作
浏览文件
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电子邮件补丁
差异文件
refactor(dtr): import dtr as submodule
GitOrigin-RevId: abecd0f176e6bb292cd19f129b11b43be41f891c
上级
4c5141d6
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
30 addition
and
42 deletion
+30
-42
imperative/python/megengine/__init__.py
imperative/python/megengine/__init__.py
+1
-1
imperative/python/megengine/dtr.py
imperative/python/megengine/dtr.py
+29
-41
未找到文件。
imperative/python/megengine/__init__.py
浏览文件 @
ad9331ea
...
@@ -76,7 +76,6 @@ from .core._imperative_rt.core2 import full_sync as _full_sync
...
@@ -76,7 +76,6 @@ from .core._imperative_rt.core2 import full_sync as _full_sync
from
.core._imperative_rt.core2
import
sync
as
_sync
from
.core._imperative_rt.core2
import
sync
as
_sync
from
.core._imperative_rt.utils
import
_set_fork_exec_path_for_timed_func
from
.core._imperative_rt.utils
import
_set_fork_exec_path_for_timed_func
from
.device
import
*
from
.device
import
*
from
.dtr
import
*
from
.logger
import
enable_debug_log
,
get_logger
,
set_log_file
,
set_log_level
from
.logger
import
enable_debug_log
,
get_logger
,
set_log_file
,
set_log_level
from
.serialization
import
load
,
save
from
.serialization
import
load
,
save
from
.tensor
import
Parameter
,
Tensor
,
tensor
from
.tensor
import
Parameter
,
Tensor
,
tensor
...
@@ -100,6 +99,7 @@ del _set_fork_exec_path_for_timed_func
...
@@ -100,6 +99,7 @@ del _set_fork_exec_path_for_timed_func
import
megengine.autodiff
import
megengine.autodiff
import
megengine.data
import
megengine.data
import
megengine.distributed
import
megengine.distributed
import
megengine.dtr
import
megengine.functional
import
megengine.functional
import
megengine.hub
import
megengine.hub
import
megengine.jit
import
megengine.jit
...
...
imperative/python/megengine/dtr.py
浏览文件 @
ad9331ea
...
@@ -11,14 +11,14 @@ from typing import Union
...
@@ -11,14 +11,14 @@ from typing import Union
from
mprop
import
mproperty
from
mprop
import
mproperty
from
.core._imperative_rt.core2
import
set_option
from
.core._imperative_rt.core2
import
set_option
as
_set_option
from
.core._imperative_rt.utils
import
_set_defrag
from
.core._imperative_rt.utils
import
_set_defrag
_eviction_threshold
=
0
_eviction_threshold
=
0
_evictee_minimum_size
=
1024
**
2
_evictee_minimum_size
=
1024
**
2
def
str2bytes
(
text
:
str
)
->
int
:
def
_
str2bytes
(
text
:
str
)
->
int
:
regex
=
re
.
compile
(
r
"(\d+(?:\.\d+)?)\s*([kmg]?b)"
,
re
.
IGNORECASE
)
regex
=
re
.
compile
(
r
"(\d+(?:\.\d+)?)\s*([kmg]?b)"
,
re
.
IGNORECASE
)
order
=
[
"b"
,
"kb"
,
"mb"
,
"gb"
]
order
=
[
"b"
,
"kb"
,
"mb"
,
"gb"
]
result
=
regex
.
findall
(
text
)
result
=
regex
.
findall
(
text
)
...
@@ -32,7 +32,9 @@ def str2bytes(text: str) -> int:
...
@@ -32,7 +32,9 @@ def str2bytes(text: str) -> int:
@
mproperty
@
mproperty
def
eviction_threshold
(
mod
):
def
eviction_threshold
(
mod
):
r
"""
r
"""
Returns the eviction threshold in bytes.
Get or set the eviction threshold in bytes. It can also be set to a string,
whose formatting supports byte(B), kilobyte(KB), megabyte(MB) and
gigabyte(GB) units.
.. note::
.. note::
...
@@ -40,40 +42,34 @@ def eviction_threshold(mod):
...
@@ -40,40 +42,34 @@ def eviction_threshold(mod):
and evict resident tensors until the amount of used memory falls below
and evict resident tensors until the amount of used memory falls below
this threshold.
this threshold.
"""
return
mod
.
_eviction_threshold
@
eviction_threshold
.
setter
def
eviction_threshold
(
mod
,
value
:
Union
[
int
,
str
]):
r
"""
Change the eviction threshold. If `value` is an int, it represents the
number of bytes. If `value` is a string, its formatting supports bytes(B),
kilobyte(KB), megabyte(MB) and gigabyte(GB) units.
Examples:
Examples:
.. code-block::
.. code-block::
import megengine as mge
import megengine as mge
mge.dtr.eviction_threshold = 2 * 1024 ** 3
mge.dtr.eviction_threshold = "2GB"
mge.dtr.eviction_threshold = "2GB"
mge.dtr.eviction_threshold = "2048MB"
"""
"""
return
mod
.
_eviction_threshold
@
eviction_threshold
.
setter
def
eviction_threshold
(
mod
,
value
:
Union
[
int
,
str
]):
if
isinstance
(
value
,
str
):
if
isinstance
(
value
,
str
):
mod
.
_eviction_threshold
=
mod
.
str2bytes
(
value
)
mod
.
_eviction_threshold
=
mod
.
_
str2bytes
(
value
)
elif
isinstance
(
value
,
int
):
elif
isinstance
(
value
,
int
):
mod
.
_eviction_threshold
=
value
mod
.
_eviction_threshold
=
value
else
:
else
:
raise
TypeError
(
"`value` should be a str or an int"
)
raise
TypeError
(
"`value` should be a str or an int"
)
set_option
(
"dtr_eviction_threshold"
,
mod
.
_eviction_threshold
)
_
set_option
(
"dtr_eviction_threshold"
,
mod
.
_eviction_threshold
)
@
mproperty
@
mproperty
def
evictee_minimum_size
(
mod
):
def
evictee_minimum_size
(
mod
):
r
"""
r
"""
Returns the memory threshold of tensors in bytes.
Get or set the memory threshold of tensors in bytes. It can also be set to a
string, whose formatting supports byte(B), kilobyte(KB), megabyte(MB) and
gigabyte(GB) units.
.. note::
.. note::
...
@@ -81,34 +77,26 @@ def evictee_minimum_size(mod):
...
@@ -81,34 +77,26 @@ def evictee_minimum_size(mod):
candidate set. A tensor that is not added to the candidate set will
candidate set. A tensor that is not added to the candidate set will
never be evicted during its lifetime.
never be evicted during its lifetime.
"""
return
mod
.
_evictee_minimum_size
@
evictee_minimum_size
.
setter
def
evictee_minimum_size
(
mod
,
value
:
Union
[
int
,
str
]):
r
"""
Change the memory threshold of tensors. If `value` is an int, it represents
the number of bytes. If `value` is a string, its formatting supports bytes(B),
kilobyte(KB), megabyte(MB) and gigabyte(GB) units.
Examples:
Examples:
.. code-block::
.. code-block::
import megengine as mge
import megengine as mge
mge.dtr.evictee_minimum_size = 2 * 1024 ** 2
mge.dtr.evictee_minimum_size = "2MB"
mge.dtr.evictee_minimum_size = "2MB"
mge.dtr.evictee_minimum_size = "2048KB"
"""
"""
return
mod
.
_evictee_minimum_size
@
evictee_minimum_size
.
setter
def
evictee_minimum_size
(
mod
,
value
:
Union
[
int
,
str
]):
if
isinstance
(
value
,
str
):
if
isinstance
(
value
,
str
):
mod
.
_evictee_minimum_size
=
mod
.
str2bytes
(
value
)
mod
.
_evictee_minimum_size
=
mod
.
_
str2bytes
(
value
)
elif
isinstance
(
value
,
int
):
elif
isinstance
(
value
,
int
):
mod
.
_evictee_minimum_size
=
value
mod
.
_evictee_minimum_size
=
value
else
:
else
:
raise
TypeError
(
"`value` should be a str or an int"
)
raise
TypeError
(
"`value` should be a str or an int"
)
set_option
(
"dtr_evictee_minimum_size"
,
mod
.
_evictee_minimum_size
)
_
set_option
(
"dtr_evictee_minimum_size"
,
mod
.
_evictee_minimum_size
)
def
enable
():
def
enable
():
...
@@ -116,16 +104,16 @@ def enable():
...
@@ -116,16 +104,16 @@ def enable():
Enable to record computing path of tensors and to perform DTR policy.
Enable to record computing path of tensors and to perform DTR policy.
"""
"""
_set_defrag
(
True
)
_set_defrag
(
True
)
set_option
(
"enable_dtr_auto_drop"
,
1
)
_
set_option
(
"enable_dtr_auto_drop"
,
1
)
set_option
(
"enable_drop"
,
1
)
_
set_option
(
"enable_drop"
,
1
)
set_option
(
"buffer_length"
,
0
)
_
set_option
(
"buffer_length"
,
0
)
set_option
(
"record_computing_path"
,
1
)
_
set_option
(
"record_computing_path"
,
1
)
def
disable
():
def
disable
():
r
"""
r
"""
Stop recording computing path of tensors and performing DTR policy.
Stop recording computing path of tensors and performing DTR policy.
"""
"""
set_option
(
"enable_dtr_auto_drop"
,
0
)
_
set_option
(
"enable_dtr_auto_drop"
,
0
)
set_option
(
"enable_drop"
,
0
)
_
set_option
(
"enable_drop"
,
0
)
set_option
(
"record_computing_path"
,
0
)
_
set_option
(
"record_computing_path"
,
0
)
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