[Dy2St] pir dy2st unittest verification - Part 8

[gouzil]

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PR changes

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Description

状态	单测	错误类别	备注	报错信息
🚧	test_cache_program:TestToOutputWithCache	控制流	需要适配paddle.static.nn.control_flow.While._complete方法，WhileGuard 报错	ValueError: (InvalidArgument) Currently, we can only get name of OpResult that is persistable
❌	test_resnet	反向	InvalidArgumentError: The type of data we are trying to retrieve (uint8) does not match the type of data (float32) currently contained in the container.
✅	test_rollback		需要确认一下我们在生成新方法的时候setUP中设置的device是否生效, 原因Part 3
✅	test_backward_without_params
❌	test_for_enumerate: TestForInRange	控制流	控制流 While	ValueError: (InvalidArgument) Currently, we can only get name of OpResult that is persistable (at /workspace/Paddle/paddle/fluid/pybind/pir.cc:745)
❌	test_for_enumerate: TestForIterVarNumpy	API	需要支持OpResult.clone，依赖 #59115	AttributeError: 'paddle.base.libpaddle.pir.OpResult' object has no attribute 'clone'
❌	test_for_enumerate: TestForInRange	控制流	While 控制流	ValueError: (InvalidArgument) Currently, we can only get name of OpResult that is persistable (at /workspace/Paddle/paddle/fluid/pybind/pir.cc:745)
❌	test_for_enumerate: TestForZip	API	Save Load 不支持
❌	test_for_enumerate: TestForIterVarList	API & 控制流	OpResult 没有 append
✅	test_print		依赖已解，可以启用

中间态问题记录：

test/dygraph_to_static/test_for_enumerate.py文件的TestForInRange.test_transformed_result_compare单测，需要装饰@test_pir_only复现 (注意有部分单测继承它)

报错信息：

/Users/gouzi/miniconda3/envs/py311/lib/python3.11/site-packages/paddle/base/framework.py:3011: UserWarning: The Attr(force_cpu) of Op(fill_constant) will be deprecated in the future, please use 'device_guard' instead. 'device_guard' has higher priority when they are used at the same time.
  warnings.warn(
/Users/gouzi/miniconda3/envs/py311/lib/python3.11/site-packages/paddle/tensor/creation.py:2402: UserWarning: paddle.assign doesn't support float64 input now due to current platform protobuf data limitation, we convert it to float32
  warnings.warn(
/Users/gouzi/miniconda3/envs/py311/lib/python3.11/site-packages/paddle/static/nn/control_flow.py:596: UserWarning: In dy2static mode, we attemp to assign a variable with shape () into a variable with shape(1,), which is not always right.
  warnings.warn(
Error occured at: /Users/gouzi/Documents/git/Paddle/paddle/fluid/ir_adaptor/translator/op_translator.cc:540 :
Op lod_array_length arg out should be optional if it can be empty
libc++abi: terminating due to uncaught exception of type pir::IrNotMetException: Error occured at: /Users/gouzi/Documents/git/Paddle/paddle/fluid/ir_adaptor/translator/op_translator.cc:540 :
Op lod_array_length arg out should be optional if it can be empty
[1]    25806 abort      python test_for_enumerate.py

相关链接:

• PIR 动转静理想态单测推全验证任务列表（一期） #58633
• [Dy2St] pir dy2st unittest verification - Part 1 #58630
• [Dy2St] pir dy2st unittest verification - Part 2 #58686
• [Dy2St] pir dy2st unittest verification - Part 3 #58890
• [Dy2St] pir dy2st unittest verification - Part 4 #58936
• [Dy2St] pir dy2st unittest verification - Part 5 #58965
• [Dy2St] pir dy2st unittest verification - Part 6 #59007
• [Dy2St] pir dy2st unittest verification - Part 7 #59016

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[SigureMo]

LGTMeow

[SigureMo]

LGTMeow

[SigureMo]

一些修改注解，@gouzil @DrRyanHuang 可以看看

[SigureMo]

适配 convert_len

OpResult 上需要用 is_dense_tensor_array_type 等方法来判断 type

[SigureMo]

适配 convert_range

目前 PIR API 不支持 VarType，但支持 str，与震哥同步是将来会通过将 paddle.int64 这些 API 在 pir mode 下直接改为 DataType 来实现，但这件事情目前还没有排期

目前的解决方案就是遇到相关代码就改为 str

[SigureMo]

利用底层 @cached_property 做 lazy initialize，顶层 @property 来按照 ir mode 分发，确保 cache 的属性在不同模式下是不同的

相关代码都是冗余代码，在老 IR 退场后可以直接写回注释中的版本