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End-to-End Cases

End-to-End Cases connect the mapping, movement, computation, and scheduling contracts into composed workloads. Choose the nearest case below, then verify its referenced API before adapting mappings.

Choose a Starting Point

Start implementation from a Quick Start pattern whenever it can express the required API behavior. The remaining pages explain design choices; verify their code against the current API before using it.

NeedStart withTechnical focus
Qwen3 decoder stepCase Study: TransformerModel mental model, baseline kernel map, decode-only boundaries, portable oracle, and schedule data from the current transformer example.
Runtime loop-body skippingCase Study: Skip Loop Bodies at RuntimeLoad an HBM scalar and guard work inside a statically bounded loop.