Expose profiler advanced configuration as a Python dict. #33816
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In profiler.cc, the advanced_configuration property of tensorflow::ProfileOptions is now exposed as a Python dictionary. The getter converts the proto map to a nb::dict, handling different value types (bool, int64, string).
Example error:
```
ProfileOptions().advanced_configuration
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: Unable to convert function return value to a Python type! The signature was
(self) -> proto2::Map<std::__u::basic_string<char, std::__u::char_traits<char>, std::__u::allocator<char>>, tensorflow::ProfileOptions_AdvancedConfigValue>
```
PiperOrigin-RevId: 841944949
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Expose profiler advanced configuration as a Python dict.
In profiler.cc, the advanced_configuration property of tensorflow::ProfileOptions is now exposed as a Python dictionary. The getter converts the proto map to a nb::dict, handling different value types (bool, int64, string).
Example error: