GPU Hardware Design

Deep End Era. Engineering with Sankalp · Oct 10, 2026 · 58m

Why can a powerful GPU still spend much of its time waiting? Start with latency versus throughput, then look inside threads, warps, streaming multiprocessors, registers and the memory hierarchy. The roofline model connects hardware limits to real workloads, while compiler and accelerator design show how software shapes the machine. The episode follows architectural development across GPU generations and related accelerators to explain where performance comes from—and where it gets lost.

Created by Sankalp Thakur. A Transient Labs production.

Website: https://transientlabs.ai

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