Sharing GPU for Machine Learning/Deep Learning…

Sharing GPU for Machine Learning/Deep Learning on VMware vSphere with NVIDIA GRID: Why is it needed? And How to share a GPU?

Sharing GPU for Machine Learning/Deep Learning…

By Lan Vu, Uday Kurkure, and Hari Sivaraman VMware vSphere supports NVIDIA GRID technology for multiple types of workloads. This technology virtualizes GPUs via a mediated passthrough mechanism. Initially, NVIDIA GRID supported GPU virtualization for graphics workloads only. But, since the introduction of Pascal GPU, NVIDIA GRID has supported GPU virtualization for both graphics and CUDA/machine learning workloads. With this support, multiple VMs running GPU-accelerated workloads like machine…Read More

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