[Cherry-Pick]Fix the bug that ParamBase lose attributes when paddle.save(Layer)

[hbwx24]

PR types

Bug fixes

PR changes

APIs

Describe

修复paddle.save(Layer)时参数属性丢失的问题:通过实现__reduce__的方式保存layer中的ParamBase的所有信息。

兼容性问题：

• paddle2.1 无法加载paddle2.1.1 保存的Layer对象。paddle2.1.1可以加载paddle2.1保存的Layer对象。
• 对于非Layer对象，如state_dict等，2.1与2.1.1完全兼容，2.1可以加载2.1.1保存的非Layer对象。可以脱离框架加载pickle格式的模型文件。

详情见原始PR：#33500

[paddle-bot-old]

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Please wait for the result of CI firstly. See Paddle CI Manual for details.

[paddle-bot-old]

Sorry to inform you that 4c91388's CIs have passed for more than 7 days. To prevent PR conflicts, you need to re-run all CIs manually.

[paddle-bot-old]

Since you haven't replied for more than a year, we have closed this issue/pr.
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[paddle-bot-old]

很抱歉，经过我们的反复讨论，你的PR暂未达到合入标准，请阅读飞桨原生算子开发规范，你可以重新提交新的PR，我们先将此PR关闭，感谢你的贡献。
Sorry to inform you that through our discussion, your PR fails to meet the merging standard (Reference: Paddle Custom Operator Design Doc). You can also submit an new one. Thank you.