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1bd9cfef
编写于
10月 08, 2021
作者:
A
arlesniak
提交者:
GitHub
10月 08, 2021
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差异文件
Added oneDNN BF16 relu (#36265)
* Added oneDNN BF16 relu * fixed typo * refactored test, review fixes
上级
9814f895
变更
2
隐藏空白更改
内联
并排
Showing
2 changed file
with
40 addition
and
7 deletion
+40
-7
paddle/fluid/operators/mkldnn/activation_mkldnn_op.cc
paddle/fluid/operators/mkldnn/activation_mkldnn_op.cc
+2
-1
python/paddle/fluid/tests/unittests/mkldnn/test_activation_bf16_mkldnn_op.py
.../tests/unittests/mkldnn/test_activation_bf16_mkldnn_op.py
+38
-6
未找到文件。
paddle/fluid/operators/mkldnn/activation_mkldnn_op.cc
浏览文件 @
1bd9cfef
...
...
@@ -257,7 +257,6 @@ namespace ops = paddle::operators;
ops::grad_functor<paddle::platform::bfloat16>>);
#define FOR_EACH_MKLDNN_KERNEL_FUNCTOR(__macro) \
__macro(relu, ReluMKLDNNFunctor, ReluMKLDNNGradFunctor); \
__macro(relu6, Relu6MKLDNNFunctor, Relu6MKLDNNGradFunctor); \
__macro(leaky_relu, ReluMKLDNNFunctor, ReluMKLDNNGradFunctor); \
__macro(swish, SwishMKLDNNFunctor, SwishMKLDNNGradFunctor); \
...
...
@@ -267,6 +266,8 @@ namespace ops = paddle::operators;
__macro(abs, AbsMKLDNNFunctor, AbsMKLDNNGradFunctor);
FOR_EACH_MKLDNN_KERNEL_FUNCTOR
(
REGISTER_ACTIVATION_MKLDNN_KERNEL
);
REGISTER_ACTIVATION_MKLDNN_BF16_KERNEL
(
relu
,
ReluMKLDNNFunctor
,
ReluMKLDNNGradFunctor
);
REGISTER_ACTIVATION_MKLDNN_BF16_KERNEL
(
gelu
,
GeluMKLDNNFunctor
,
GeluMKLDNNGradFunctor
);
REGISTER_ACTIVATION_MKLDNN_BF16_KERNEL
(
sigmoid
,
SigmoidMKLDNNFunctor
,
...
...
python/paddle/fluid/tests/unittests/mkldnn/test_activation_bf16_mkldnn_op.py
浏览文件 @
1bd9cfef
...
...
@@ -14,6 +14,8 @@
from
__future__
import
print_function
import
six
import
abc
import
unittest
import
numpy
as
np
from
scipy.special
import
expit
,
erf
...
...
@@ -24,15 +26,19 @@ from paddle.fluid.tests.unittests.test_gelu_op import gelu
@
OpTestTool
.
skip_if_not_cpu_bf16
()
class
TestMKLDNNSigmoidBF16Op
(
TestActivation
):
@
six
.
add_metaclass
(
abc
.
ABCMeta
)
class
MKLDNNBF16ActivationOp
(
object
):
@
abc
.
abstractmethod
def
config
(
self
):
self
.
op_type
=
"sigmoid"
pass
@
abc
.
abstractmethod
def
op_forward
(
self
,
x
):
return
1
/
(
1
+
np
.
exp
(
-
x
))
pass
@
abc
.
abstractmethod
def
op_grad
(
self
,
dout
,
x
):
return
dout
*
self
.
op_forward
(
x
)
*
(
1
-
self
.
op_forward
(
x
))
pass
def
set_attrs
(
self
):
self
.
attrs
=
{
"use_mkldnn"
:
True
}
...
...
@@ -65,7 +71,18 @@ class TestMKLDNNSigmoidBF16Op(TestActivation):
user_defined_grad_outputs
=
[
convert_float_to_uint16
(
self
.
out
)])
class
TestMKLDNNGeluErfBF16Op
(
TestMKLDNNSigmoidBF16Op
):
class
TestMKLDNNSigmoidBF16Op
(
MKLDNNBF16ActivationOp
,
TestActivation
):
def
config
(
self
):
self
.
op_type
=
"sigmoid"
def
op_forward
(
self
,
x
):
return
1
/
(
1
+
np
.
exp
(
-
x
))
def
op_grad
(
self
,
dout
,
x
):
return
dout
*
self
.
op_forward
(
x
)
*
(
1
-
self
.
op_forward
(
x
))
class
TestMKLDNNGeluErfBF16Op
(
MKLDNNBF16ActivationOp
,
TestActivation
):
def
config
(
self
):
self
.
op_type
=
"gelu"
...
...
@@ -83,7 +100,7 @@ class TestMKLDNNGeluErfDim2BF16Op(TestMKLDNNGeluErfBF16Op):
self
.
x
=
np
.
random
.
uniform
(
-
1
,
1
,
[
11
,
17
]).
astype
(
np
.
float32
)
class
TestMKLDNNGeluTanhBF16Op
(
TestMKLDNNSigmoidBF16Op
):
class
TestMKLDNNGeluTanhBF16Op
(
MKLDNNBF16ActivationOp
,
TestActivation
):
def
config
(
self
):
self
.
op_type
=
"gelu"
...
...
@@ -104,3 +121,18 @@ class TestMKLDNNGeluTanhBF16Op(TestMKLDNNSigmoidBF16Op):
class
TestMKLDNNGeluTanhDim2BF16Op
(
TestMKLDNNGeluTanhBF16Op
):
def
init_data
(
self
):
self
.
x
=
np
.
random
.
uniform
(
-
1
,
1
,
[
11
,
17
]).
astype
(
np
.
float32
)
class
TestMKLDNNReluBF16Op
(
MKLDNNBF16ActivationOp
,
TestActivation
):
def
config
(
self
):
self
.
op_type
=
"relu"
def
op_forward
(
self
,
x
):
return
np
.
maximum
(
x
,
0
)
def
op_grad
(
self
,
dout
,
x
):
return
dout
if
__name__
==
'__main__'
:
unittest
.
main
()
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