GPUs EUC Datacenter comparison & reviews

Summary
Rank
1st 2nd 3rd
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  • Fully Supported
  • Limitation
  • Not Supported
  • Information Only
Pros
  • + The GPU is designed for deep learning environments and optional for high performance graphical environments.
  • + 1st Hardware based virtualized GPU solution, using SR-IOV FLR (Function Level Reset) preventing rogue guest from crashing the entire system.
  • + Predictable performance
  • + Good performance in single user scenario, and multi-user XenApp scenario.
  • + Proven technology in consumer market.
Cons
  • - Solution (Hardware + Software) is perceived as expensive.
  • - Documentatio and information is dated.
  • - Slow adoption of (new) OEMs, Guest OS and Virtual Infrastructure platforms.
  • - No community and limited visibility in customer adoption.
  • - Limited use-case, good performance in single user scenario, Limited server/OEM support.
  • - Limited Virtual Client Computing support.
  • - No community, limited information.
  • - Dated APU (2015)
  Content  
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Content creator
This content is created by TeamRGE members: Patrick van den Born, Jits Langedijk and Ruben Spruijt
This content is created by TeamRGE members: Patrick van den Born, Jits Langedijk and Ruben Spruijt
This content is created by TeamRGE members: Patrick van den Born, Jits Langedijk and Ruben Spruijt
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Vendor description
NVIDIA is an American technology company based in Santa Clara, California. It delivers the engines for todays Artificial Technology. NVIDIA designs graphics processing units (GPUs) for a variety of solutions, e.g. AI, Gaming, Cryptocurrency, and professional markets, as well as system on a chip units (SoCs) for the mobile computing and automotive market. Since 2014 NVIDIA has shifted to become a platform company focused on five markets – AI, Gaming, Professional Visualization, Datacenters and Automotive. 
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Product overview
All the features and functions are based on NVIDIA GRID 5.0. NVIDIA GRID extends the power of GPU technology to deliver virtual applications, desktops and workstations for every user.
The AMD FirePro family of hardware-virtualized GPUs with Multiuser GPU (MxGPU) technology delivers a simple, secure and cost effective solution for high performance virtual desktops and workstations.
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Community Specialist
TeamRGE (Patrick, Jits, Ruben)
TeamRGE (Patrick, Jits, Ruben)
TeamRGE (Patrick, Jits, Ruben)
  Support Status  
  •  
Product is supported (Not End Of Life )
Yes
Yes
Yes
  •  
Long-term branch maintenance
Yes
No
No
  Maturity  
  •  
Introduction date
01-05-2016
42401
42186
  •  
Proven Technology
Yes
Yes
Yes
  •  
Public enterprise references in Europe
Yes
No
No
  •  
Public enterprise references in US
Yes
No
No
  •  
Large community resource around GPU Virtualization - Datacenter
Yes
No
No
  Solution Pricing  
  •  
Hardware
Contact vendor/OEM
Contact vendor/OEM
Contact vendor/OEM
  •  
Software
Contact vendor/OEM
No
No
  •  
Support
Contact vendor/OEM
N/A
N/A
  •  
Education pricing
Yes
N/A
N/A
  •  
MSP pricing
Yes
N/A
N/A
  •  
Named User
No
N/A
N/A
  •  
Concurrent User
Yes
N/A
N/A
  •  
VM based
No
N/A
N/A
  •  
Host based
No
N/A
N/A
  •  
GPU board based
No
N/A
N/A
  •  
Free Trial software
Yes
Yes
N/A
Hardware expand
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  Product Specification  
  •  
GPU Model
GP104-895 - Pascal
Tonga - GCN 3.0
Broadwell Gt3e
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GPUs per board
1
1
N/A
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Transistors
7.2 bilion
5,000 Million
189 million
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Total board power (W)
50/75 Watt
150 W
15W
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GPU Clock - Base (MHz)
885 Mhz (1531 Mhz Boost)
1050 MHz
800MHz
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GPU Clock - Idle (MHz)
405 MHz
N/A
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NVIDIA CUDA cores
2560
N/A
N/A
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Max. users
8
16
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PCI Express interface
PCI Express Gen3 x16 system interface
PCI Express Gen3 x16 system interface
N/A
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Board design
Single Slot
Single Slot
N/A
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Power connectors
not needed
1x 6-pin
N/A
  •  
Thermal Solution
Passive Cooling
Passive Cooling
N/A
  Memory Specifications  
  •  
Memory Clocks - Performance (MHz)
2800 MHz
1250 MHz
System shared
  •  
Memory Clocks - Idle (MHz)
324 MHz
System shared
  •  
Memory Size
8 GB
8 GB
System shared
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Memory I/O
256-bit
256-bit
System shared
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Memory configuration
8 pcs 256M × 32 GDDR5
GDDR5 - 8GB
System shared
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Memory bandwidth
Up to 192 GB/s
160 GB/s
System shared
  Thermal Specifications  
  •  
GPU shutdown temperature (°C)
n/a
  •  
GPU slowdown temperature (°C)
n/a
  Performance  
  •  
Pixel Fill rate
64 GPixels/s
33.6 (GPixels/s
6.000 Gpixel/s
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Texture Fill rate
128 GTexel/s
117.6 (GPixels/s
48 Gtexel/s
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SPFP Performance
5.1 TFLOPS
3,763 GFLOPS
768.0 GFLOPS
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Performance per W
102.4 GFLOPS/W
N/A
  Encoders  
  •  
H.264 - supported
Yes
Yes
Yes
  •  
H.264 - amount per interface board
2
1792
384
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H.265 - supported
Yes
No
No
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H.265 - amount per interface board
?
No
N/A
  Decoders  
  •  
H.264 - amount per interface board
1
No
N/A
  •  
H.265 - amount per interface board
?
No
N/A
  Server vendor support  
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Hardware Compatibility List
Yes
No
No
Software expand
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  Hypervisor support  
  •  
Microsoft Hyper-V
Yes
Yes
Yes
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Citrix XenServer
Yes
No
Yes
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Nutanix AHV
Yes
No
No
  •  
KVM
Yes
No
No
  •  
Huawei UVP
No
No
No
  •  
VMware ESX
Yes
Yes
Yes
  Monitoring GPU performance  
  •  
Integration with Citrix XenCenter
Yes
No
No
  •  
integration with VMware vCenter
No
Yes
No
  •  
Integration with Nutanix PRISM
Yes
No
No
  •  
Public SDK/API available
Yes
No
No
  Virtual Client Computing  
  •  
Citrix XenDesktop
Yes
No
Yes
  •  
Citrix XenApp
Yes
Yes
Yes
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Microsoft RDSH
Yes
Yes
No
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Microsoft RDVH
Yes
Yes
No
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VMware Horizon
Yes
Yes
Yes
  Guest OS  
  •  
Microsoft Windows 7
Yes
Yes
Yes
  •  
Microsoft Windows 8
Yes
No
Yes
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Microsoft Windows 10 - 1511
Yes
Yes
Yes
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Microsoft Windows 10 - 1607
Yes
Yes
Yes
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Microsoft Windows 10 - 1703
Yes
Yes
Yes
  •  
Windows Server 2012R2
Yes
Yes
Yes
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Windows Server 2016
Yes
Yes
Yes
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Linux - Ubuntu
Yes
No
No
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Linux - SLED/SLES
Yes
No
No
  •  
Linux - Red Hat Enterprise
Yes
No
No
  API support  
  •  
DirectX 12 (2015)
Yes
Yes
No
  •  
DirectX 11.2 (2013)
Yes
Yes
Yes
  •  
DirectX 11.1 (2012)
Yes
Yes
Yes
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DirectX 10 or lower
Yes
Yes
Yes
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OpenGL 4.6 (2017)
Yes
Yes
No
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OpenGL 4.5 (2014)
Yes
Yes
No
  •  
OpenGL 4.4 (2013)
Yes
Yes
Yes
  •  
OpenGL 4.3 (2012)
Yes
Yes
Yes
  •  
OpenGL 4.2 or lower
Yes
Yes
Yes
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OpenCL 2.0
No
Yes
Yes
  •  
Shader Model 5.0
Yes
Yes
Yes
  •  
Vulkan 1.0
Yes
No
No
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CUDA
Yes
No
N/A
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OpenACC
Yes
Yes
Yes
Various expand
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  GPU functions  
  •  
Pass-Through support
Yes
Yes
Yes
  •  
BareMetal Support
Yes
Yes
Yes
  •  
Dedicated GPU (cores)
Yes
Yes
No
  •  
Dedicated GPU (Frame buffer)
Yes
Yes
No
  •  
Shared GPU (GPU cores)
Yes
No
Yes
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Max. Frame buffer (vRAM) per VM
8 GB
3840 MB
N/A
  •  
Min Frame buffer (vRAM) per VM
1 GB
480 MB
N/A
  •  
Graphics Mode
Yes
Yes
Yes
  •  
Compute mode
No
No
No
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Max. density per GPU
8
16
  •  
Max. density per GPU board
8
32
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Anti-aliasing
Yes
  Display  
  •  
Max. amount of virtual displays
4
  •  
Max. resolution per display
4096x2160 (4K DCI)
  •  
Max. vGPUs per board
8
32
N/A
  •  
Max. vGPUs per GPU
8
16
N/A
Applications expand
0%
0%
0%
  Use-case  
  •  
Office Workers (LOB, Office, browsers)
Yes
Yes
Yes
  •  
Power User - Professional Graphics
Yes
Yes
Yes
  •  
Power User - Designer
No
No
No
  Certification  
  •  
Adobe
Yes
No
No
  •  
Ansys
Yes
No
No
  •  
Autodesk
Yes
No
No
  •  
Bently
Yes
No
No
  •  
ESRI
Yes
No
No
  •  
HIS
Yes
No
No
  •  
PTC
Yes
No
No
  •  
Siemens PLM
Yes
No
No
  •  
Solidworks
Yes
No
No
  •  
Synerscope
Yes
No
No
  •  
Quadro support
Yes
N/A
N/A

Matrix Score

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  • NVIDIA
  • AMD
  • Intel
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