GPU-Specific Algorithms

Why it matters

GPU algorithm design shapes HPC + ML. Understanding shapes optimization.

The architecture

Coalesced memory access.

Shared memory for reuse.

Warp-level primitives (shuffle, reduce).

Kernel fusion.

How it works end to end

Memory coalescing critical.

Shared memory bank conflicts.

Warp-level primitives.

Kernel launch overhead.