Detail the shared-encode and torch.compile tradeoffs with data-driven
estimates from the pipeline code. Shared encode saves ~1.2-2.3s per
variant (2-4% total) and is deferred; torch.compile needs a 30-minute
ROCm spike before deciding. Update Current State and Future Improvements
to reflect the analysis.
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