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Enable Pathways profiling with jax.profiler.ProfileOptions.#201

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Enable Pathways profiling with jax.profiler.ProfileOptions.#201
copybara-service[bot] wants to merge 1 commit intomainfrom
test_885730249

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Enable Pathways profiling with jax.profiler.ProfileOptions.

This change allows users to configure Pathways profiling by passing a jax.profiler.ProfileOptions object to the start_trace function. The options are translated into the Pathways profile request, enabling control over a subset of parameters.
Explicitly, start_timestamp_ms, duration_ms, host_tracer_level, advanced_configuration, and python_tracer_level.

This change allows users to configure Pathways profiling by passing a jax.profiler.ProfileOptions object to the start_trace function. The options are translated into the Pathways profile request, enabling control over a subset of parameters.
Explicitly, `start_timestamp_ms`, `duration_ms`, `host_tracer_level`, `advanced_configuration`, and `python_tracer_level`.

PiperOrigin-RevId: 885730249
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