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What does this PR do?

Wandb Timing: Add more detailed timing of gen_sequence and weights resharding.

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API

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Additional Info.

• Issue Number: Fixes issue # or discussion # if any.
• Training: [Note which backend this PR will affect: FSDP, Megatron, both, or none]
• Inference: [Note which backend this PR will affect: vLLM, SGLang, both, or none]

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