chore: update nvidia device plugin

[sozercan]

Reason for Change:

updates nvidia-device-plugin version and moves the image to mcr

Note for versioning change from nvidia's side: https://github.com/NVIDIA/k8s-device-plugin#versioning

Issue Fixed:

Requirements:

• uses conventional commit messages
• includes documentation
• adds unit tests
• tested upgrade from previous version

Notes:

[sozercan]

/assign @jackfrancis

[codecov]

Codecov Report

Merging #3225 into master will decrease coverage by 0.02%.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##           master    #3225      +/-   ##
==========================================
- Coverage   71.45%   71.43%   -0.03%     
==========================================
  Files         147      147              
  Lines       25643    25653      +10     
==========================================
  Hits        18324    18324              
- Misses       6177     6187      +10     
  Partials     1142     1142              

Impacted Files	Coverage Δ
pkg/api/k8s_versions.go	100.00% <100.00%> (ø)
cmd/get_logs.go	17.27% <0.00%> (-0.83%)	⬇️
pkg/engine/templates_generated.go	39.64% <0.00%> (ø)

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[mboersma]

1.0.0-beta.6 > 1.11 is confusing, but documented as you pointed out.

[sozercan]

@mboersma yea nvidia also deprecated nvidia-docker2 but it's still required for k8s 😕 https://github.com/NVIDIA/nvidia-docker#upgrading-with-nvidia-docker2-deprecated

[mboersma]

I ran the cuda-vector-add test against a new Standard_NC12 1.19.0-alpha.3 cluster off this branch, and it passed:

% k logs -f cuda-vector-add    
[Vector addition of 50000 elements]
Copy input data from the host memory to the CUDA device
CUDA kernel launch with 196 blocks of 256 threads
Copy output data from the CUDA device to the host memory
Test PASSED
Done

The nodes report nvidia.com/gpu: "2" and cpu: "12" and that the nvidia-device-plugin pods are running

    Image:          mcr.microsoft.com/oss/nvidia/k8s-device-plugin:1.0.0-beta6

[mboersma]

/lgtm

[acs-bot]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: mboersma, sozercan

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