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NVIDIA NCP-AIO Exam - Topic 1 Question 17 Discussion

You have successfully pulled a TensorFlow container from NGC and now need to run it on your stand-alone GPU-enabled server.Which command should you use to ensure that the container has access to all available GPUs?
D) docker run --gpus all nvcr.io/nvidia/tensorflow:<tag>
A) kubectl create pod --gpu=all nvcr.io/nvidia/tensorflow:<tag>
B) docker run nvcr.io/nvidia/tensorflow:<tag>
C) docker start nvcr.io/nvidia/tensorflow:<tag>

NVIDIA NCP-AIO Exam - Topic 1 Question 17 Discussion

Actual exam question for NVIDIA's NCP-AIO exam
Question #: 17
Topic #: 1
[All NCP-AIO Questions]

You have successfully pulled a TensorFlow container from NGC and now need to run it on your stand-alone GPU-enabled server.

Which command should you use to ensure that the container has access to all available GPUs?

Show Suggested Answer Hide Answer
Suggested Answer: D

Comprehensive and Detailed Explanation From Exact Extract:

When running a GPU-enabled container directly on a server with Docker, the flag --gpus all is required to allow the container access to all GPUs on the host system. This ensures that the TensorFlow container can utilize GPU resources fully. The other options either do not specify GPU access correctly or are Kubernetes-specific commands.


by Jacquelyne at Jun 28, 2026, 10:31 PM

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Ty
4 days ago
I thought it was A at first, but D makes more sense.
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Mickie
10 days ago
Definitely D, that's the right command for GPU access!
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Linwood
15 days ago
I didn't know about the --gpus flag, that's cool!
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Galen
20 days ago
B is just for running containers, no GPU access!
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Alecia
25 days ago
Wait, are you sure D is the only way?
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Malcom
1 month ago
I thought it was A at first, but D makes more sense.
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Luisa
1 month ago
Definitely D, that's the right command for GPU access!
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Ashton
1 month ago
I thought `kubectl` was for Kubernetes, so I don't think that's the right choice here. It must be one of the Docker commands.
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Katina
2 months ago
I feel like I might confuse the `docker run` and `docker start` commands. I hope I remember which one is for running a new container.
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Jeanice
2 months ago
I remember practicing a similar question, and I think the correct option is the one that specifies `--gpus all`.
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Kenia
2 months ago
I think the command should allow access to all GPUs, but I'm not entirely sure if it's the one with the `--gpus` flag.
upvoted 0 times
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