Core concept

PTX intermediate representation. Compiled to SASS per architecture. Fatbin embeds multiple architectures.

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How it works

Version compatibility carefully. Driver ≥ toolkit. cuDNN + PyTorch version pairings matter.

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Trade-offs + gotchas

Every CUDA program. Foundation of NVIDIA GPU compute.