How do I enable graphics card support in AWS Cloud through Remote Desktop Protocol ( RDP ) or third-party remote desktops?

Question

GPGPU

Good afternoon everyone!
Trying to set up an AWS instance g2.2xlarge, Windows Server 2016 for gaming.
What I have:
- Macbook with macos onboard + Parallels desktop with Windows 7
- Running Microsoft Server 2016 built on AWS (Amazon Web Service)
- AWS instans g2.2xlarge with Nvidia GRID k520 video card.
- WIFI Internet with a speed of 50 Mbps
The server has started. Through RDP (I tried for Windows 7 and MacOS) I go to the Windows Server 2016 desktop, installed the drivers for the Nvidia GRID k520 video card, installed CUDA, but the picture is not smooth, there is no 3D acceleration.
As I understand it, RDP does not allow you to use the video card. For AWS server virtualization ( g2.2xlarge instance, Windows Server 2016 ), unfortunately on the Internet, youtube and google, I did not find suitable software to start using the GPU.
What I've tried:
- Microsoft remote desktop for mac - GPU not supported
- RDP, via virtual windows 7 running with Parallels desktop - GPU not supported.
- Tightvnc (put server on Windows Server 2016 and viewer on virtual Windows 7, with the ip of the server machine), the program does not work, it cannot wait for a response from the server machine.
1) Please tell me, is there any software that can run a virtual Windows Server 2016 from macos with GPU support from Amazon Web Service?
2) If there is no software for macbook and it is possible to configure the GPU without unnecessary gestures, is it possible to connect to Windows Server 2016 using xen server, xen desktop, vmware, realvnc, vSphere, VMware Horizon 7, VMware Fusion, NICE Desktop Cloud Visualization, RealVNC programs , using the GPU in the settings?
I will be very grateful for a detailed answer or redirecting me, in the direction of which to dig.
PS I suspect that xen server, xen desktop can help me with setting up and running Windows Server 2016 with GPU support, but which one should I use and through which OS (Win or Mac)?
Thanks

Answer 1

https://habrahabr.ru/post/155129/ look here it might work

Answer 2

I found such a thing https://monflo.com/download - they say that you can play directly.

Answer 3

In search of an answer, I found several sources of the possibility of using the GPU, maybe it will be useful to someone:
1) Parallels RAS 16 (failed to start) for computers
2) Parallels Access (Solution for mobile devices)
3) Steam In-Home Streaming - probably the most an effective and hassle-free solution, this is a method of broadcasting a picture to your poppy within the network, without delay, but with excellent quality according to the settings, thanks to Ilya for the idea of ​​​​streaming software!
4) Monflo ( launched with wild friezes ) not very high quality picture on the free plan, the picture is broadcast with a delay, large friezes, very similar to team veawer
5) Parsec.tvA cloud environment that allows you to play any game using the AWS cloud. The project provides an opportunity to use an AWS G2.2xlarge server with an nvidia GRID graphics card + the ability to choose other rates either with a G3 instance or a less expensive graphics card at a lower cost per hour of use. For the minimum cost, in my opinion, an excellent solution for those who do not want to bother looking for the possibility of connecting a server and transferring images without delay.
6) AWS service for server streaming to work machines. I didn’t understand this service, but there is an hourly fee for it ... According to the description, a good service for streaming pictures from the server