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【Hackathon 5th No.13】【关联 PR】Added uint8&int8&int16 support for compare_kernel -part #58209

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【Hackathon 5th No.13】【关联 PR】Added uint8&int8&int16 support for compare_kernel -part #58209

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【Hackathon 5th No.13】【关联 PR】Added int8 support for less_than
jjyaoao Oct 18, 2023
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update 1.0
jjyaoao Oct 30, 2023
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update test
jjyaoao Nov 15, 2023
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update v1.3
jjyaoao Nov 15, 2023
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Update test_compare_op.py
jjyaoao Nov 16, 2023
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jjyaoao Nov 16, 2023
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Update test_compare_op.py,test=document_fix
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jjyaoao Nov 17, 2023
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Update test_compare_op.py
jjyaoao Nov 18, 2023
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Update test_compare_op.py
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Update compare_kernel.cc
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5 changes: 4 additions & 1 deletion paddle/phi/kernels/cpu/compare_kernel.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -110,15 +110,18 @@ PD_REGISTER_KERNEL(equal_all,
ALL_LAYOUT, \
phi::func##Kernel, \
bool, \
int16_t, \
int, \
uint8_t, \
int8_t, \
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你这里对所有的compare kernel 都添加了int8_t 类型的注册？但单测里只加了less_than的测试

int16_t, \
int64_t, \
float, \
double, \
phi::dtype::float16, \
phi::dtype::bfloat16) { \
kernel->OutputAt(0).SetDataType(phi::DataType::BOOL); \
}

PD_REGISTER_COMPARE_KERNEL(less_than, LessThan)
PD_REGISTER_COMPARE_KERNEL(less_equal, LessEqual)
PD_REGISTER_COMPARE_KERNEL(greater_than, GreaterThan)
Expand Down
4 changes: 3 additions & 1 deletion paddle/phi/kernels/kps/compare_kernel.cu
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Original file line number Diff line number Diff line change
Expand Up @@ -150,8 +150,10 @@ PD_REGISTER_KERNEL(equal_all,
ALL_LAYOUT, \
phi::func##Kernel, \
bool, \
int16_t, \
int, \
uint8_t, \
int8_t, \
int16_t, \
int64_t, \
float, \
double, \
Expand Down
4 changes: 4 additions & 0 deletions paddle/phi/kernels/legacy/cpu/compare_kernel.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -115,6 +115,8 @@ PD_REGISTER_KERNEL(less_than_raw,
ALL_LAYOUT,
phi::LessThanRawKernel,
bool,
uint8_t,
int8_t,
int16_t,
int,
int64_t,
Expand All @@ -131,6 +133,8 @@ PD_REGISTER_KERNEL(less_than_raw,
ALL_LAYOUT, \
phi::func##RawKernel, \
bool, \
uint8_t, \
int8_t, \
int16_t, \
int, \
int64_t, \
Expand Down
4 changes: 4 additions & 0 deletions paddle/phi/kernels/legacy/kps/compare_kernel.cu
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -139,6 +139,8 @@ PD_REGISTER_KERNEL(less_than_raw,
ALL_LAYOUT,
phi::LessThanRawKernel,
bool,
uint8_t,
int8_t,
int16_t,
int,
int64_t,
Expand All @@ -155,8 +157,10 @@ PD_REGISTER_KERNEL(less_than_raw,
ALL_LAYOUT, \
phi::func##RawKernel, \
bool, \
uint8_t, \
int16_t, \
int, \
int8_t, \
int64_t, \
float, \
double, \
Expand Down
60 changes: 48 additions & 12 deletions python/paddle/tensor/logic.py
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Original file line number Diff line number Diff line change
Expand Up @@ -512,8 +512,8 @@ def equal(x, y, name=None):
The output has no gradient.

Args:
x (Tensor): Tensor, data type is bool, float16, float32, float64, int32, int64.
y (Tensor): Tensor, data type is bool, float16, float32, float64, int32, int64.
x (Tensor): Tensor, data type is bool, float16, float32, float64, uint8, int8, int16, int32, int64.
y (Tensor): Tensor, data type is bool, float16, float32, float64, uint8, int8, int16, int32, int64.
name (str, optional): The default value is None. Normally there is no need for
user to set this property. For more information, please refer to :ref:`api_guide_Name`.

Expand Down Expand Up @@ -553,6 +553,9 @@ def equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand All @@ -567,6 +570,9 @@ def equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand Down Expand Up @@ -611,8 +617,8 @@ def greater_equal(x, y, name=None):
The output has no gradient.

Args:
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
name (str, optional): The default value is None. Normally there is no need for
user to set this property. For more information, please refer to :ref:`api_guide_Name`.
Returns:
Expand Down Expand Up @@ -641,6 +647,9 @@ def greater_equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand All @@ -655,6 +664,9 @@ def greater_equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand Down Expand Up @@ -699,8 +711,8 @@ def greater_than(x, y, name=None):
The output has no gradient.

Args:
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
name (str, optional): The default value is None. Normally there is no need for
user to set this property. For more information, please refer to :ref:`api_guide_Name`.
Returns:
Expand Down Expand Up @@ -729,6 +741,9 @@ def greater_than(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand All @@ -743,6 +758,9 @@ def greater_than(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand Down Expand Up @@ -787,8 +805,8 @@ def less_equal(x, y, name=None):
The output has no gradient.

Args:
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
name (str, optional): The default value is None. Normally there is no need for
user to set this property. For more information, please refer to :ref:`api_guide_Name`.

Expand Down Expand Up @@ -818,6 +836,9 @@ def less_equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand All @@ -832,6 +853,9 @@ def less_equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand Down Expand Up @@ -876,8 +900,8 @@ def less_than(x, y, name=None):
The output has no gradient.

Args:
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, int32, int64.
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float16, float32, float64, uint8, int8, int16, int32, int64.
name (str, optional): The default value is None. Normally there is no need for
user to set this property. For more information, please refer to :ref:`api_guide_Name`.

Expand Down Expand Up @@ -907,6 +931,9 @@ def less_than(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand All @@ -921,6 +948,9 @@ def less_than(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand Down Expand Up @@ -965,8 +995,8 @@ def not_equal(x, y, name=None):
The output has no gradient.

Args:
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float32, float64, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float32, float64, int32, int64.
x (Tensor): First input to compare which is N-D tensor. The input data type should be bool, float32, float64, uint8, int8, int16, int32, int64.
y (Tensor): Second input to compare which is N-D tensor. The input data type should be bool, float32, float64, uint8, int8, int16, int32, int64.
name (str, optional): The default value is None. Normally there is no need for
user to set this property. For more information, please refer to :ref:`api_guide_Name`.

Expand Down Expand Up @@ -996,6 +1026,9 @@ def not_equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand All @@ -1010,6 +1043,9 @@ def not_equal(x, y, name=None):
"float16",
"float32",
"float64",
"uint8",
"int8",
"int16",
"int32",
"int64",
"uint16",
Expand Down
25 changes: 18 additions & 7 deletions test/legacy_test/test_compare_op.py
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Expand Up @@ -38,24 +38,35 @@ def setUp(self):
def test_output(self):
self.check_output(check_cinn=True, check_pir=check_pir)

def test_errors(self):
def test_int16_support(self):
paddle.enable_static()
with paddle.static.program_guard(
paddle.static.Program(), paddle.static.Program()
):
x = paddle.static.data(name='x', shape=[-1, 2], dtype='int32')
y = paddle.static.data(name='y', shape=[-1, 2], dtype='int32')
a = paddle.static.data(name='a', shape=[-1, 2], dtype='int16')
b = paddle.static.data(name='b', shape=[-1, 2], dtype='int16')
op = eval("paddle.%s" % self.op_type)
self.assertRaises(TypeError, op, x=x, y=a)
self.assertRaises(TypeError, op, x=a, y=y)
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46-51为什么要修改呢，用原来的方式不行么？

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@jjyaoao jjyaoao Nov 17, 2023 •
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46-51为什么要修改呢，用原来的方式不行么？

是的，如果用原来的就会报类型错误，因为这个单侧本来的意义在于，防止compare的kernel能够使用int16，一旦检测到int16类型后会自动抛异常，对于50和51行而言：
50行检查当 x 是 int32 类型而 y 是 int16 类型时，调用 op 是否会引发错误。
51行检查当 x 是 int16 类型而 y 是 int32 类型时，同样的情况。
然而这个pr的功能本身就是支持int16，所以必须得调整这个地方

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那前面单测的名字就不应该改回来了 test_int16_support 比较合适

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那前面单测的名字就不应该改回来了 test_int16_support 比较合适

好的好的，最后那个文档风格检测可能是我修改了一部分源码里的注释导致的，可能需要看一看怎么检查一下


try:
result = op(x=a, y=b)
except TypeError:
self.fail("TypeError should not be raised for int16 inputs")

cls_name = f"{op_type}_{typename}"
Cls.__name__ = cls_name
globals()[cls_name] = Cls


for _type_name in {'float32', 'float64', 'int32', 'int64', 'float16'}:
for _type_name in {
'float32',
'float64',
'uint8',
'int8',
'int16',
'int32',
'int64',
'float16',
}:
if _type_name == 'float64' and core.is_compiled_with_rocm():
_type_name = 'float32'
if _type_name == 'float16' and (not core.is_compiled_with_cuda()):
Expand Down Expand Up @@ -513,7 +524,7 @@ def test_check_output(self):


class TestCompareOpError(unittest.TestCase):
def test_errors(self):
def test_int16_support(self):
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这里为什么改名呢？

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这里为什么改名呢？

当时想的是功能变化了，最开始这里描述的是一旦遇到int16的输出就报错，我把他的内容改为检测是否支持int16的test，我现在调整回来~

paddle.enable_static()
with paddle.static.program_guard(
paddle.static.Program(), paddle.static.Program()
Expand Down