The Best GPU's are virtually wonderful & very exciting to science: Wonderful fast research progress
2 Mar 2020 4:48:16 UTC
Topic 220833
(moderation:
Video & Research: Beat the heat with Hardware Virtualisation GPU Technology by AMD : Market share for "Very High performance per watt hardware" (Percentile*Gzh/watt)*h = potential
High statistic servers come online, Specific needs of the environment
The technology behind the AMD GPUs for virtualisation is called MxGPU (Multi-user GPU) enabling the industry’s first hardware-based virtualisation GPU, AMD’s MxGPU is designed around an embedded virtualisation engine, based on a PCI Express® standard called SR-IOV, This engine allows the sharing of GPU resources across multiple users and enables the predictable performance IT managers require and end users appreciate.
MxGPU is a simple approach to the tough GPU virtualisation problem. Since virtualisation functionality is built directly into silicon, A small host driver is needed for the hypervisor. Cloud service providers embrace this approach as one that can make GPU virtualisation simpler and accessible to more users.
RS http://science.n-helix.com/2018/09/hpc-pack-install-guide.html
https://www.amd.com/en/graphics/workstation-virtual-graphics https://www.amd.com/en/graphics/workstation-virtualization-solutions-csp
Rates to beat by percentile
General purpose instances vCPU Memory (GiB) Hourly pricing*
vCPU Memory (GiB) GPU Memory (GiB) Hourly pricing*
https://aws.amazon.com/appstream2/pricing/
Ambition PCI Express®
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Ambition
PCI Express® SR-IOV hardware-based virtual calls, CPU,GPU,Devices & Interupts/DMA/RAM/HDD/SSD
Consoles can stream a whole home & play games.
Phones can virtual instance multiple applications & all functions.
Video & Audio can be encoded & decoded in Multiple VM's
Minute Streams of OpenCL Data can be examined at priority over many VM's or instances.
All functions can be done at the same time (Depending on GPU & CPU capacity)
(c)RS