Core concept

cudaMallocManaged. Access from either. Migration transparent but takes time.

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How it works

Not always fastest. Explicit management (cudaMemcpy) still wins for known patterns.

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Trade-offs + gotchas

Prototyping. Complex data structures with irregular access. Grace Hopper: CPU + GPU share memory hardware.