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Hardware Acceleration for Binary Field Arithmetic in CUDA

1 post · Jul 2026

What this trail covers

This feature thread tracks the development of hardware-accelerated binary field arithmetic within NVIDIA CUDA. Initial efforts focused on the challenges of emulating operations like carryless multiplication, crucial for cryptography and coding theory, with significant overhead. The introduction of the `clmad` instruction in CUDA 13.3 on Ampere and newer GPUs marks a significant advancement, providing hardware acceleration for these operations. This has led to substantial performance improvements in cryptographic workloads like GHASH and sum-check protocols, enabling faster and more efficient implementation of authenticated encryption, error-correcting codes, and zero-knowledge proofs on existing NVIDIA hardware.

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