NVIDIA is enhancing Vulkan to better support AI and ML workloads by introducing key extensions like the Cooperative Matrix Extension for optimized matrix computations and low-latency extensions (VK_NV_low_latency) to improve real-time processing. Additionally, NVIDIA is advancing open-source Vulkan support through the NVK driver in the Mesa graphics stack, strengthening AI/ML capabilities on Linux.
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