GPU Memory & Profiling

• Global vs shared vs local memory; registers and occupancy trade-offs
• Host↔Device transfers, pageable vs pinned memory
• Streams, concurrency, overlapping compute and copies
• Profiling tools: Nsight Systems/Compute; reading timelines and counters