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837ad7f8
编写于
3月 10, 2019
作者:
T
tink2123
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Add the inverse trigonometric function
test=develop
上级
2b633173
变更
5
隐藏空白更改
内联
并排
Showing
5 changed file
with
187 addition
and
3 deletion
+187
-3
paddle/fluid/API.spec
paddle/fluid/API.spec
+3
-0
paddle/fluid/operators/activation_op.cc
paddle/fluid/operators/activation_op.cc
+27
-0
paddle/fluid/operators/activation_op.h
paddle/fluid/operators/activation_op.h
+100
-3
python/paddle/fluid/layers/ops.py
python/paddle/fluid/layers/ops.py
+3
-0
python/paddle/fluid/tests/unittests/test_activation_op.py
python/paddle/fluid/tests/unittests/test_activation_op.py
+54
-0
未找到文件。
paddle/fluid/API.spec
浏览文件 @
837ad7f8
...
@@ -292,6 +292,7 @@ paddle.fluid.layers.sigmoid (ArgSpec(args=['x', 'name'], varargs=None, keywords=
...
@@ -292,6 +292,7 @@ paddle.fluid.layers.sigmoid (ArgSpec(args=['x', 'name'], varargs=None, keywords=
paddle.fluid.layers.logsigmoid (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '81ccb7acafd06c7728e11581f5d342e3'))
paddle.fluid.layers.logsigmoid (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '81ccb7acafd06c7728e11581f5d342e3'))
paddle.fluid.layers.exp (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'e6b3e769413d96aab4176f96db25984b'))
paddle.fluid.layers.exp (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'e6b3e769413d96aab4176f96db25984b'))
paddle.fluid.layers.tanh (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'e9d586a0b5bd05f67ee78048f9d503b6'))
paddle.fluid.layers.tanh (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'e9d586a0b5bd05f67ee78048f9d503b6'))
paddle.fluid.layers.atan (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '7ca26a8235099486bdf243754439c6b6'))
paddle.fluid.layers.tanh_shrink (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '1e521554b9fdda9061ec6d306f0709b7'))
paddle.fluid.layers.tanh_shrink (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '1e521554b9fdda9061ec6d306f0709b7'))
paddle.fluid.layers.softshrink (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '9eef31597bbafa2bd49691e072296e13'))
paddle.fluid.layers.softshrink (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '9eef31597bbafa2bd49691e072296e13'))
paddle.fluid.layers.sqrt (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '072a8541e0f632366bba10f67cb0db27'))
paddle.fluid.layers.sqrt (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '072a8541e0f632366bba10f67cb0db27'))
...
@@ -299,7 +300,9 @@ paddle.fluid.layers.abs (ArgSpec(args=['x', 'name'], varargs=None, keywords=None
...
@@ -299,7 +300,9 @@ paddle.fluid.layers.abs (ArgSpec(args=['x', 'name'], varargs=None, keywords=None
paddle.fluid.layers.ceil (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'c75d67dc5fe28f68e4cfffead4f698ad'))
paddle.fluid.layers.ceil (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'c75d67dc5fe28f68e4cfffead4f698ad'))
paddle.fluid.layers.floor (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '647b16c5da5ef909649ae02abb434973'))
paddle.fluid.layers.floor (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '647b16c5da5ef909649ae02abb434973'))
paddle.fluid.layers.cos (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '485f2686bcc2fe37a4bd893769c8a3e2'))
paddle.fluid.layers.cos (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '485f2686bcc2fe37a4bd893769c8a3e2'))
paddle.fluid.layers.acos (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'c721122352acfc1853bffadf2d59103b'))
paddle.fluid.layers.sin (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '01f1766aa76eff1df30147505b59f7c4'))
paddle.fluid.layers.sin (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '01f1766aa76eff1df30147505b59f7c4'))
paddle.fluid.layers.asin (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '0619b891e80f419b28016cde3d106c68'))
paddle.fluid.layers.round (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'b47f5da13913d3e56bdb1e612a73f3f2'))
paddle.fluid.layers.round (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'b47f5da13913d3e56bdb1e612a73f3f2'))
paddle.fluid.layers.reciprocal (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'cc6ac2f14f03c52aaa83a59bf83b8d26'))
paddle.fluid.layers.reciprocal (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', 'cc6ac2f14f03c52aaa83a59bf83b8d26'))
paddle.fluid.layers.square (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '48dfb45d773dbc30126c3a7f777de5ee'))
paddle.fluid.layers.square (ArgSpec(args=['x', 'name'], varargs=None, keywords=None, defaults=(None,)), ('document', '48dfb45d773dbc30126c3a7f777de5ee'))
...
...
paddle/fluid/operators/activation_op.cc
浏览文件 @
837ad7f8
...
@@ -269,6 +269,27 @@ $$out = \\frac{x}{1 + \|x\|}$$
...
@@ -269,6 +269,27 @@ $$out = \\frac{x}{1 + \|x\|}$$
)DOC"
;
)DOC"
;
UNUSED
constexpr
char
AcosDoc
[]
=
R"DOC(
Arccosine Activation Operator.
$${out}_{i} = \cos^{-1}({input}_{i})$$
)DOC"
;
UNUSED
constexpr
char
AsinDoc
[]
=
R"DOC(
Arcsine Activation Operator.
$out = \sin^{-1}({input}_{i})$
)DOC"
;
UNUSED
constexpr
char
AtanDoc
[]
=
R"DOC(
Arctanh Activation Operator.
$out = \tanh^{-1}({input}_{i})$
)DOC"
;
class
LeakyReluOpMaker
:
public
framework
::
OpProtoAndCheckerMaker
{
class
LeakyReluOpMaker
:
public
framework
::
OpProtoAndCheckerMaker
{
public:
public:
void
Make
()
override
{
void
Make
()
override
{
...
@@ -494,13 +515,16 @@ REGISTER_ACTIVATION_OP_MAKER(Exp, ExpDoc);
...
@@ -494,13 +515,16 @@ REGISTER_ACTIVATION_OP_MAKER(Exp, ExpDoc);
REGISTER_ACTIVATION_OP_MAKER
(
Relu
,
ReluDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Relu
,
ReluDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Gelu
,
GeluDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Gelu
,
GeluDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Tanh
,
TanhDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Tanh
,
TanhDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Atan
,
AtanDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
TanhShrink
,
TanhShrinkDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
TanhShrink
,
TanhShrinkDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Sqrt
,
SqrtDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Sqrt
,
SqrtDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Abs
,
AbsDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Abs
,
AbsDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Ceil
,
CeilDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Ceil
,
CeilDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Floor
,
FloorDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Floor
,
FloorDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Cos
,
CosDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Cos
,
CosDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Acos
,
AcosDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Sin
,
SinDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Sin
,
SinDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Asin
,
AsinDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Round
,
RoundDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Round
,
RoundDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Reciprocal
,
ReciprocalDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Reciprocal
,
ReciprocalDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Log
,
LogDoc
);
REGISTER_ACTIVATION_OP_MAKER
(
Log
,
LogDoc
);
...
@@ -543,7 +567,10 @@ namespace ops = paddle::operators;
...
@@ -543,7 +567,10 @@ namespace ops = paddle::operators;
__macro(SoftShrink, softshrink); \
__macro(SoftShrink, softshrink); \
__macro(Abs, abs); \
__macro(Abs, abs); \
__macro(Cos, cos); \
__macro(Cos, cos); \
__macro(Acos, acos); \
__macro(Sin, sin); \
__macro(Sin, sin); \
__macro(Asin, asin); \
__macro(Atan, atan); \
__macro(Round, round); \
__macro(Round, round); \
__macro(Log, log); \
__macro(Log, log); \
__macro(Square, square); \
__macro(Square, square); \
...
...
paddle/fluid/operators/activation_op.h
浏览文件 @
837ad7f8
...
@@ -39,9 +39,8 @@ namespace operators {
...
@@ -39,9 +39,8 @@ namespace operators {
Please refer to the layer_helper.py and get the details.
Please refer to the layer_helper.py and get the details.
*/
*/
static
std
::
unordered_set
<
std
::
string
>
InplaceOpSet
=
{
static
std
::
unordered_set
<
std
::
string
>
InplaceOpSet
=
{
"sigmoid"
,
"exp"
,
"relu"
,
"tanh"
,
"sqrt"
,
"ceil"
,
"sigmoid"
,
"exp"
,
"relu"
,
"tanh"
,
"sqrt"
,
"ceil"
,
"floor"
,
"reciprocal"
,
"relu6"
,
"soft_relu"
,
"hard_sigmoid"
,
"floor"
,
"reciprocal"
,
"relu6"
,
"soft_relu"
,
"hard_sigmoid"
};
};
static
bool
IsInplace
(
const
std
::
string
&
op
)
{
static
bool
IsInplace
(
const
std
::
string
&
op
)
{
bool
inplace
=
InplaceOpSet
.
count
(
op
);
bool
inplace
=
InplaceOpSet
.
count
(
op
);
...
@@ -553,6 +552,101 @@ struct SinFunctor : public BaseActivationFunctor<T> {
...
@@ -553,6 +552,101 @@ struct SinFunctor : public BaseActivationFunctor<T> {
}
}
};
};
template
<
typename
T
>
struct
Acos
{
HOSTDEVICE
T
operator
()(
const
T
&
val
)
const
{
return
acos
(
val
);
}
};
template
<
>
struct
Acos
<
platform
::
float16
>
{
HOSTDEVICE
platform
::
float16
operator
()(
const
platform
::
float16
&
val
)
const
{
return
platform
::
float16
(
acos
(
static_cast
<
float
>
(
val
)));
}
};
// Acos(x) = acos(x)
template
<
typename
T
>
struct
AcosFunctor
:
public
BaseActivationFunctor
<
T
>
{
template
<
typename
Device
,
typename
X
,
typename
Out
>
void
operator
()(
Device
d
,
X
x
,
Out
out
)
const
{
out
.
device
(
d
)
=
x
.
unaryExpr
(
Acos
<
T
>
());
}
};
// acos'(x) = -1/sqrt(1-x^2)
template
<
typename
T
>
struct
AcosGradFunctor
:
public
BaseActivationFunctor
<
T
>
{
template
<
typename
Device
,
typename
X
,
typename
Out
,
typename
dOut
,
typename
dX
>
void
operator
()(
Device
d
,
X
x
,
Out
out
,
dOut
dout
,
dX
dx
)
const
{
dx
.
device
(
d
)
=
-
dout
*
static_cast
<
T
>
(
1
)
/
(
static_cast
<
T
>
(
1
)
-
x
.
square
()).
sqrt
();
}
};
template
<
typename
T
>
struct
Asin
{
HOSTDEVICE
T
operator
()(
const
T
&
val
)
const
{
return
asin
(
val
);
}
};
template
<
>
struct
Asin
<
platform
::
float16
>
{
HOSTDEVICE
platform
::
float16
operator
()(
const
platform
::
float16
&
val
)
const
{
return
platform
::
float16
(
asin
(
static_cast
<
float
>
(
val
)));
}
};
// Asin(x) = asin(x)
template
<
typename
T
>
struct
AsinFunctor
:
public
BaseActivationFunctor
<
T
>
{
template
<
typename
Device
,
typename
X
,
typename
Out
>
void
operator
()(
Device
d
,
X
x
,
Out
out
)
const
{
out
.
device
(
d
)
=
x
.
unaryExpr
(
Asin
<
T
>
());
}
};
// asin'(x) = 1/sqrt(1-x^2)
template
<
typename
T
>
struct
AsinGradFunctor
:
public
BaseActivationFunctor
<
T
>
{
template
<
typename
Device
,
typename
X
,
typename
Out
,
typename
dOut
,
typename
dX
>
void
operator
()(
Device
d
,
X
x
,
Out
out
,
dOut
dout
,
dX
dx
)
const
{
dx
.
device
(
d
)
=
dout
*
static_cast
<
T
>
(
1
)
/
(
static_cast
<
T
>
(
1
)
-
x
.
square
()).
sqrt
();
}
};
template
<
typename
T
>
struct
Atan
{
HOSTDEVICE
T
operator
()(
const
T
&
val
)
const
{
return
atan
(
val
);
}
};
template
<
>
struct
Atan
<
platform
::
float16
>
{
HOSTDEVICE
platform
::
float16
operator
()(
const
platform
::
float16
&
val
)
const
{
return
platform
::
float16
(
atan
(
static_cast
<
float
>
(
val
)));
}
};
// Atan(x) = atan(x)
template
<
typename
T
>
struct
AtanFunctor
:
public
BaseActivationFunctor
<
T
>
{
template
<
typename
Device
,
typename
X
,
typename
Out
>
void
operator
()(
Device
d
,
X
x
,
Out
out
)
const
{
out
.
device
(
d
)
=
x
.
unaryExpr
(
Atan
<
T
>
());
}
};
// atan'(x) = 1 / (1 + x^2)
template
<
typename
T
>
struct
AtanGradFunctor
:
public
BaseActivationFunctor
<
T
>
{
template
<
typename
Device
,
typename
X
,
typename
Out
,
typename
dOut
,
typename
dX
>
void
operator
()(
Device
d
,
X
x
,
Out
out
,
dOut
dout
,
dX
dx
)
const
{
dx
.
device
(
d
)
=
dout
*
static_cast
<
T
>
(
1
)
/
(
static_cast
<
T
>
(
1
)
+
x
.
square
());
}
};
// round(x) = [x]
// round(x) = [x]
template
<
typename
T
>
template
<
typename
T
>
struct
RoundFunctor
:
public
BaseActivationFunctor
<
T
>
{
struct
RoundFunctor
:
public
BaseActivationFunctor
<
T
>
{
...
@@ -1001,13 +1095,16 @@ struct SwishGradFunctor : public BaseActivationFunctor<T> {
...
@@ -1001,13 +1095,16 @@ struct SwishGradFunctor : public BaseActivationFunctor<T> {
__macro(relu, ReluFunctor, ReluGradFunctor); \
__macro(relu, ReluFunctor, ReluGradFunctor); \
__macro(gelu, GeluFunctor, GeluGradFunctor); \
__macro(gelu, GeluFunctor, GeluGradFunctor); \
__macro(tanh, TanhFunctor, TanhGradFunctor); \
__macro(tanh, TanhFunctor, TanhGradFunctor); \
__macro(atan, AtanFunctor, AtanGradFunctor); \
__macro(softshrink, SoftShrinkFunctor, SoftShrinkGradFunctor); \
__macro(softshrink, SoftShrinkFunctor, SoftShrinkGradFunctor); \
__macro(sqrt, SqrtFunctor, SqrtGradFunctor); \
__macro(sqrt, SqrtFunctor, SqrtGradFunctor); \
__macro(abs, AbsFunctor, AbsGradFunctor); \
__macro(abs, AbsFunctor, AbsGradFunctor); \
__macro(ceil, CeilFunctor, ZeroGradFunctor); \
__macro(ceil, CeilFunctor, ZeroGradFunctor); \
__macro(floor, FloorFunctor, ZeroGradFunctor); \
__macro(floor, FloorFunctor, ZeroGradFunctor); \
__macro(cos, CosFunctor, CosGradFunctor); \
__macro(cos, CosFunctor, CosGradFunctor); \
__macro(acos, AcosFunctor, AcosGradFunctor); \
__macro(sin, SinFunctor, SinGradFunctor); \
__macro(sin, SinFunctor, SinGradFunctor); \
__macro(asin, AsinFunctor, AsinGradFunctor); \
__macro(round, RoundFunctor, ZeroGradFunctor); \
__macro(round, RoundFunctor, ZeroGradFunctor); \
__macro(reciprocal, ReciprocalFunctor, ReciprocalGradFunctor); \
__macro(reciprocal, ReciprocalFunctor, ReciprocalGradFunctor); \
__macro(log, LogFunctor, LogGradFunctor); \
__macro(log, LogFunctor, LogGradFunctor); \
...
...
python/paddle/fluid/layers/ops.py
浏览文件 @
837ad7f8
...
@@ -23,6 +23,7 @@ __activations_noattr__ = [
...
@@ -23,6 +23,7 @@ __activations_noattr__ = [
'logsigmoid'
,
'logsigmoid'
,
'exp'
,
'exp'
,
'tanh'
,
'tanh'
,
'atan'
,
'tanh_shrink'
,
'tanh_shrink'
,
'softshrink'
,
'softshrink'
,
'sqrt'
,
'sqrt'
,
...
@@ -30,6 +31,8 @@ __activations_noattr__ = [
...
@@ -30,6 +31,8 @@ __activations_noattr__ = [
'ceil'
,
'ceil'
,
'floor'
,
'floor'
,
'cos'
,
'cos'
,
'acos'
,
'asin'
,
'sin'
,
'sin'
,
'round'
,
'round'
,
'reciprocal'
,
'reciprocal'
,
...
...
python/paddle/fluid/tests/unittests/test_activation_op.py
浏览文件 @
837ad7f8
...
@@ -100,6 +100,23 @@ class TestTanh(TestActivation):
...
@@ -100,6 +100,23 @@ class TestTanh(TestActivation):
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
class
TestAtan
(
TestActivation
):
def
setUp
(
self
):
self
.
op_type
=
"atan"
self
.
init_dtype
()
x
=
np
.
random
.
uniform
(
0.1
,
1
,
[
11
,
17
]).
astype
(
self
.
dtype
)
out
=
np
.
arctan
(
x
)
self
.
inputs
=
{
'X'
:
OpTest
.
np_dtype_to_fluid_dtype
(
x
)}
self
.
outputs
=
{
'Out'
:
out
}
def
test_check_grad
(
self
):
if
self
.
dtype
==
np
.
float16
:
return
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
class
TestTanhShrink
(
TestActivation
):
class
TestTanhShrink
(
TestActivation
):
def
setUp
(
self
):
def
setUp
(
self
):
self
.
op_type
=
"tanh_shrink"
self
.
op_type
=
"tanh_shrink"
...
@@ -248,6 +265,23 @@ class TestCos(TestActivation):
...
@@ -248,6 +265,23 @@ class TestCos(TestActivation):
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
class
TestAcos
(
TestActivation
):
def
setUp
(
self
):
self
.
op_type
=
"acos"
self
.
init_dtype
()
x
=
np
.
random
.
uniform
(
-
1
,
1
,
[
4
,
4
]).
astype
(
self
.
dtype
)
out
=
np
.
arccos
(
x
)
self
.
inputs
=
{
'X'
:
OpTest
.
np_dtype_to_fluid_dtype
(
x
)}
self
.
outputs
=
{
'Out'
:
out
}
def
test_check_grad
(
self
):
if
self
.
dtype
==
np
.
float16
:
return
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
class
TestSin
(
TestActivation
):
class
TestSin
(
TestActivation
):
def
setUp
(
self
):
def
setUp
(
self
):
self
.
op_type
=
"sin"
self
.
op_type
=
"sin"
...
@@ -265,6 +299,23 @@ class TestSin(TestActivation):
...
@@ -265,6 +299,23 @@ class TestSin(TestActivation):
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
class
TestAsin
(
TestActivation
):
def
setUp
(
self
):
self
.
op_type
=
"asin"
self
.
init_dtype
()
x
=
np
.
random
.
uniform
(
-
1
,
1
,
[
4
,
4
]).
astype
(
self
.
dtype
)
out
=
np
.
arcsin
(
x
)
self
.
inputs
=
{
'X'
:
OpTest
.
np_dtype_to_fluid_dtype
(
x
)}
self
.
outputs
=
{
'Out'
:
out
}
def
test_check_grad
(
self
):
if
self
.
dtype
==
np
.
float16
:
return
self
.
check_grad
([
'X'
],
'Out'
,
max_relative_error
=
0.007
)
class
TestRound
(
TestActivation
):
class
TestRound
(
TestActivation
):
def
setUp
(
self
):
def
setUp
(
self
):
self
.
op_type
=
"round"
self
.
op_type
=
"round"
...
@@ -665,7 +716,10 @@ create_test_act_fp16_class(TestAbs)
...
@@ -665,7 +716,10 @@ create_test_act_fp16_class(TestAbs)
create_test_act_fp16_class
(
TestCeil
,
grad_check
=
False
)
create_test_act_fp16_class
(
TestCeil
,
grad_check
=
False
)
create_test_act_fp16_class
(
TestFloor
,
grad_check
=
False
)
create_test_act_fp16_class
(
TestFloor
,
grad_check
=
False
)
create_test_act_fp16_class
(
TestCos
,
grad_atol
=
0.85
)
create_test_act_fp16_class
(
TestCos
,
grad_atol
=
0.85
)
create_test_act_fp16_class
(
TestAcos
,
grad_atol
=
0.85
)
create_test_act_fp16_class
(
TestSin
)
create_test_act_fp16_class
(
TestSin
)
create_test_act_fp16_class
(
TestAsin
)
create_test_act_fp16_class
(
TestAtan
)
create_test_act_fp16_class
(
TestRound
,
grad_check
=
False
)
create_test_act_fp16_class
(
TestRound
,
grad_check
=
False
)
create_test_act_fp16_class
(
TestRelu
)
create_test_act_fp16_class
(
TestRelu
)
create_test_act_fp16_class
(
TestGelu
)
create_test_act_fp16_class
(
TestGelu
)
...
...
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