【PIR API adaptor No.178、169、137、34、129】 Migrate ReLU6/PReLU/LogSigmoid/CELU/LogSoftmax into pir

[DrRyanHuang]

PR types

Others

PR changes

APIs

Description

No.178、169、137、34、129
PIR API 推全升级

• 新IR Python API适配升级 #58067

将 PReLU 迁移升级至 pir，并更新单测 单测覆盖率：38/42
将 LogSigmoid 迁移升级至 pir，并更新单测 单测覆盖率：4/7
将 CELU 迁移升级至 pir，并更新单测 单测覆盖率：4/5
将 LogSoftmax 迁移升级至 pir，并更新单测 单测覆盖率：18/19
将 ReLU6 迁移升级至 pir，并更新单测 单测覆盖率：4/6

存在问题:

PReLU

======================================================================
ERROR: test_error (__main__.TestFunctionalPReluAPI)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_prelu_op.py", line 90, in test_error
    self.assertRaises(TypeError, F.prelu, x=1, weight=weight_fp32)
  File "/usr/lib/python3.8/unittest/case.py", line 816, in assertRaises
    return context.handle('assertRaises', args, kwargs)
  File "/usr/lib/python3.8/unittest/case.py", line 202, in handle
    callable_obj(*args, **kwargs)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/nn/functional/activation.py", line 598, in prelu
    return _C_ops.prelu(x, weight, data_format, mode)
ValueError: (InvalidArgument) prelu(): argument (position 1) must be OpResult, but got int (at /home/aistudio/lbwnb/Paddle/paddle/fluid/pybind/eager_utils.cc:1530)


======================================================================
ERROR: test_data_format_error1 (__main__.TestModeError)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_prelu_op.py", line 528, in test_data_format_error1
    with base.program_guard(main_program, Program()):
  File "/usr/lib/python3.8/contextlib.py", line 113, in __enter__
    return next(self.gen)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir/core.py", line 234, in program_guard
    check_type(
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/base/data_feeder.py", line 188, in check_type
    raise TypeError(
TypeError: The type of 'main_program' in paddle.static.program_guard must be <class 'paddle.base.libpaddle.pir.Program'>, but received <class 'paddle.base.framework.Program'>. 

======================================================================
ERROR: test_data_format_error2 (__main__.TestModeError)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_prelu_op.py", line 538, in test_data_format_error2
    with base.program_guard(main_program, Program()):
  File "/usr/lib/python3.8/contextlib.py", line 113, in __enter__
    return next(self.gen)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir/core.py", line 234, in program_guard
    check_type(
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/base/data_feeder.py", line 188, in check_type
    raise TypeError(
TypeError: The type of 'main_program' in paddle.static.program_guard must be <class 'paddle.base.libpaddle.pir.Program'>, but received <class 'paddle.base.framework.Program'>. 

======================================================================
ERROR: test_mode_error (__main__.TestModeError)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_prelu_op.py", line 518, in test_mode_error
    with base.program_guard(main_program, Program()):
  File "/usr/lib/python3.8/contextlib.py", line 113, in __enter__
    return next(self.gen)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir/core.py", line 234, in program_guard
    check_type(
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/base/data_feeder.py", line 188, in check_type
    raise TypeError(
TypeError: The type of 'main_program' in paddle.static.program_guard must be <class 'paddle.base.libpaddle.pir.Program'>, but received <class 'paddle.base.framework.Program'>. 

----------------------------------------------------------------------

LogSoftmax

======================================================================
FAIL: test_errors (__main__.TestNNFunctionalLogSoftmaxAPI)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_log_softmax.py", line 243, in test_errors
    self.assertRaises(TypeError, F.log_softmax, x)
AssertionError: TypeError not raised by log_softmax

CELU

ERROR: test_errors (__main__.TestCELUAPI)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_activation_op.py", line 3283, in test_errors
    self.assertRaises(TypeError, self.celu, 1)
  File "/usr/lib/python3.8/unittest/case.py", line 816, in assertRaises
    return context.handle('assertRaises', args, kwargs)
  File "/usr/lib/python3.8/unittest/case.py", line 202, in handle
    callable_obj(*args, **kwargs)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/nn/functional/activation.py", line 65, in celu
    return _C_ops.celu(x, alpha)
ValueError: (InvalidArgument) celu(): argument (position 1) must be OpResult, but got int (at /home/aistudio/lbwnb/Paddle/paddle/fluid/pybind/eager_utils.cc:1530)

LogSigmoid

ERROR: test_errors (__main__.TestLogSigmoidAPI)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_activation_op.py", line 688, in test_errors
    self.assertRaises(TypeError, F.log_sigmoid, 1)
  File "/usr/lib/python3.8/unittest/case.py", line 816, in assertRaises
    return context.handle('assertRaises', args, kwargs)
  File "/usr/lib/python3.8/unittest/case.py", line 202, in handle
    callable_obj(*args, **kwargs)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/nn/functional/activation.py", line 817, in log_sigmoid
    return _C_ops.logsigmoid(x)
ValueError: (InvalidArgument) logsigmoid(): argument (position 1) must be OpResult, but got int (at /home/aistudio/lbwnb/Paddle/paddle/fluid/pybind/eager_utils.cc:1530)

ERROR: test_check_output (__main__.TestSigmoid_Complex64)
ERROR: test_check_output (__main__.TestSigmoid_Complex128)

    InvalidArgumentError: The type of data we are trying to retrieve (float32) does not match the type of data (complex64) currently contained in the container.
      [Hint: Expected dtype() == phi::CppTypeToDataType<T>::Type(), but received dtype():12 != phi::CppTypeToDataType<T>::Type():10.] (at /home/aistudio/lbwnb/Paddle/paddle/phi/core/dense_tensor.cc:171)
      [operator < sigmoid_grad_grad > error]

**ReLU6 **

ERROR: test_errors (__main__.TestRelu6API)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_activation_op.py", line 2855, in test_errors
    self.assertRaises(TypeError, F.relu6, 1)
  File "/usr/lib/python3.8/unittest/case.py", line 816, in assertRaises
    return context.handle('assertRaises', args, kwargs)
  File "/usr/lib/python3.8/unittest/case.py", line 202, in handle
    callable_obj(*args, **kwargs)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/nn/functional/activation.py", line 946, in relu6
    return _C_ops.relu6(x)
ValueError: (InvalidArgument) relu6(): argument (position 1) must be OpResult, but got int (at /home/aistudio/lbwnb/Paddle/paddle/fluid/pybind/eager_utils.cc:1530)


======================================================================
ERROR: test_warnings (__main__.TestRelu6APIWarnings)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir_utils.py", line 119, in impl
    func(*args, **kwargs)
  File "test/legacy_test/test_activation_op.py", line 2879, in test_warnings
    out = helper.create_variable_for_type_inference(
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/base/layer_helper_base.py", line 466, in create_variable_for_type_inference
    return self.main_program.current_block().create_var(
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/base/framework.py", line 4176, in create_var
    var = Variable(block=self, *args, **kwargs)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/base/framework.py", line 1449, in __init__
    dtype = convert_np_dtype_to_dtype_(dtype)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/base/framework.py", line 1151, in convert_np_dtype_to_dtype_
    return pir.core.convert_np_dtype_to_dtype_(np_dtype)
  File "/home/aistudio/.local/lib/python3.8/site-packages/paddle/pir/core.py", line 75, in convert_np_dtype_to_dtype_
    dtype = np.dtype(np_dtype)
TypeError: Cannot interpret '<DataType.FLOAT32: 10>' as a data type

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[Aurelius84]

LGTM