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8d9d537b
编写于
9月 18, 2017
作者:
W
wanghaoshuang
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remove op_test_util.py
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import
numpy
import
paddle.v2.framework.core
as
core
from
paddle.v2.framework.op
import
Operator
class
OpTestMeta
(
type
):
"""
Operator Test ClassMeta.
It injects `test_all` method into user's OperatorTest class, to make Python
unittest module run that method.
The `test_all` read what value is stored in `self`. It use self's values to
create and run a operator, and check whether that op is OK or not.
See `test_add_two_op` for example usage.
"""
def
__new__
(
cls
,
name
,
bases
,
attrs
):
obj
=
super
(
OpTestMeta
,
cls
).
__new__
(
cls
,
name
,
bases
,
attrs
)
def
test_all
(
self
):
scope
=
core
.
Scope
()
kwargs
=
dict
()
places
=
[
core
.
CPUPlace
()]
if
core
.
is_compile_gpu
():
places
.
append
(
core
.
GPUPlace
(
0
))
for
place
in
places
:
for
in_name
in
Operator
.
get_op_input_names
(
self
.
type
):
if
hasattr
(
self
,
"inputs"
)
and
in_name
in
self
.
inputs
:
kwargs
[
in_name
]
=
in_name
var
=
scope
.
new_var
(
in_name
).
get_tensor
()
arr
=
self
.
inputs
[
in_name
]
var
.
set_dims
(
arr
.
shape
)
var
.
set
(
arr
,
place
)
else
:
kwargs
[
in_name
]
=
"@EMPTY@"
for
out_name
in
Operator
.
get_op_output_names
(
self
.
type
):
if
not
hasattr
(
self
,
"outputs"
):
raise
ValueError
(
"The test op must set self.outputs dict."
)
if
out_name
not
in
self
.
outputs
:
raise
ValueError
(
"The %s is not in self.outputs dict."
%
(
out_name
))
kwargs
[
out_name
]
=
out_name
scope
.
new_var
(
out_name
).
get_tensor
()
for
attr_name
in
Operator
.
get_op_attr_names
(
self
.
type
):
if
hasattr
(
self
,
"attrs"
)
and
attr_name
in
self
.
attrs
:
kwargs
[
attr_name
]
=
self
.
attrs
[
attr_name
]
op
=
Operator
(
self
.
type
,
**
kwargs
)
if
isinstance
(
place
,
core
.
GPUPlace
)
and
not
op
.
support_gpu
():
return
op
.
infer_shape
(
scope
)
ctx
=
core
.
DeviceContext
.
create
(
place
)
op
.
run
(
scope
,
ctx
)
for
out_name
in
Operator
.
get_op_output_names
(
self
.
type
):
actual
=
numpy
.
array
(
scope
.
find_var
(
out_name
).
get_tensor
())
expect
=
self
.
outputs
[
out_name
]
print
"actual: %s"
%
actual
print
"expect: %s"
%
expect
self
.
assertTrue
(
numpy
.
allclose
(
actual
,
expect
,
atol
=
1e-05
),
"output name: "
+
out_name
+
" has diff"
)
obj
.
test_all
=
test_all
return
obj
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