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8627ef33
编写于
8月 01, 2018
作者:
C
chenweihang
浏览文件
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浏览文件
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电子邮件补丁
差异文件
refactor: simplify unittest function
上级
964d631c
变更
1
隐藏空白更改
内联
并排
Showing
1 changed file
with
8 addition
and
19 deletion
+8
-19
python/paddle/fluid/tests/unittests/test_memory_usage.py
python/paddle/fluid/tests/unittests/test_memory_usage.py
+8
-19
未找到文件。
python/paddle/fluid/tests/unittests/test_memory_usage.py
浏览文件 @
8627ef33
...
@@ -19,7 +19,7 @@ import contextlib
...
@@ -19,7 +19,7 @@ import contextlib
import
unittest
import
unittest
def
train_simulator
(
use_cuda
,
test_batch_size
=
10
):
def
train_simulator
(
test_batch_size
=
10
):
if
test_batch_size
<=
0
:
if
test_batch_size
<=
0
:
raise
ValueError
(
"batch_size should be a positive integeral value, "
raise
ValueError
(
"batch_size should be a positive integeral value, "
"but got batch_size={}"
.
format
(
test_batch_size
))
"but got batch_size={}"
.
format
(
test_batch_size
))
...
@@ -34,14 +34,7 @@ def train_simulator(use_cuda, test_batch_size=10):
...
@@ -34,14 +34,7 @@ def train_simulator(use_cuda, test_batch_size=10):
sgd_optimizer
=
fluid
.
optimizer
.
SGD
(
learning_rate
=
0.001
)
sgd_optimizer
=
fluid
.
optimizer
.
SGD
(
learning_rate
=
0.001
)
sgd_optimizer
.
minimize
(
avg_cost
)
sgd_optimizer
.
minimize
(
avg_cost
)
train_reader
=
paddle
.
batch
(
# Calculate memory usage in current network config
paddle
.
reader
.
shuffle
(
paddle
.
dataset
.
uci_housing
.
train
(),
buf_size
=
500
),
batch_size
=
test_batch_size
)
place
=
fluid
.
CUDAPlace
(
0
)
if
use_cuda
else
fluid
.
CPUPlace
()
exe
=
fluid
.
Executor
(
place
)
lower_usage
,
upper_usage
,
unit
=
fluid
.
contrib
.
memory_usage
(
lower_usage
,
upper_usage
,
unit
=
fluid
.
contrib
.
memory_usage
(
fluid
.
default_main_program
(),
batch_size
=
test_batch_size
)
fluid
.
default_main_program
(),
batch_size
=
test_batch_size
)
...
@@ -50,21 +43,17 @@ def train_simulator(use_cuda, test_batch_size=10):
...
@@ -50,21 +43,17 @@ def train_simulator(use_cuda, test_batch_size=10):
class
TestMemoryUsage
(
unittest
.
TestCase
):
class
TestMemoryUsage
(
unittest
.
TestCase
):
def
test_cpu
(
self
):
def
test_with_unit_B
(
self
):
with
self
.
program_scope_guard
():
train_simulator
(
use_cuda
=
False
)
def
test_cpu_with_unit_KB
(
self
):
with
self
.
program_scope_guard
():
with
self
.
program_scope_guard
():
train_simulator
(
use_cuda
=
False
,
test_batch_size
=
1000
)
train_simulator
()
def
test_
cpu_with_unit_M
B
(
self
):
def
test_
with_unit_K
B
(
self
):
with
self
.
program_scope_guard
():
with
self
.
program_scope_guard
():
train_simulator
(
use_cuda
=
False
,
test_batch_size
=
100
000
)
train_simulator
(
test_batch_size
=
1
000
)
def
test_
cuda
(
self
):
def
test_
with_unit_MB
(
self
):
with
self
.
program_scope_guard
():
with
self
.
program_scope_guard
():
train_simulator
(
use_cuda
=
True
)
train_simulator
(
test_batch_size
=
100000
)
@
contextlib
.
contextmanager
@
contextlib
.
contextmanager
def
program_scope_guard
(
self
):
def
program_scope_guard
(
self
):
...
...
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