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Vulkan Is Quietly Outpacing CUDA for Specific LLMs on Consumer GPUs

Benchmarks reveal Vulkan achieving up to 2.2× speedup over CUDA for select quantized models on RTX 3080, challenging assumptions about optimal local inference backends.

#cuda#gpu-acceleration#llama.cpp...

directx

The Graphics API is Dead: Why Direct GPU Programming Just Became Inevitable

A technical deep-dive into bypassing Vulkan and DirectX for raw GPU control, based on 30 years of graphics programming experience and modern hardware capabilities.

#directx#graphics#shader-programming...