최신 NCP-AIO 무료덤프 - NVIDIA AI Operations
Which technique helps reduce latency in real-time inference systems by precomputing frequently used features and storing them for quick access during prediction requests?
정답: A
설명: (DumpTOP 회원만 볼 수 있음)
You have noticed that users can access all GPUs on a node even when they request only one GPU in their job script using --gres=gpu:1. This is causing resource contention and inefficient GPU usage.
What configuration change would you make to restrict users' access to only their allocated GPUs?
What configuration change would you make to restrict users' access to only their allocated GPUs?
정답: A
설명: (DumpTOP 회원만 볼 수 있음)
You are managing a Kubernetes cluster running AI training jobs using TensorFlow. The jobs require access to multiple GPUs across different nodes, but inter-node communication seems slow, impacting performance.
What is a potential networking configuration you would implement to optimize inter-node communication for distributed training?
What is a potential networking configuration you would implement to optimize inter-node communication for distributed training?
정답: D
설명: (DumpTOP 회원만 볼 수 있음)
A Slurm user needs to submit a batch job script for execution tomorrow.
Which command should be used to complete this task?
Which command should be used to complete this task?
정답: C
설명: (DumpTOP 회원만 볼 수 있음)
In AI operations, which tool or framework is typically used to package machine learning models along with their dependencies to ensure consistent execution across different computing environments?
정답: C
설명: (DumpTOP 회원만 볼 수 있음)
A Fleet Command system administrator wants to create an organization user that will have the following rights:
For locations - read only
For Applications - read/write/admin
For Deployments - read/write/admin
For Dashboards - read only
What role should the system administrator assign to this user?
For locations - read only
For Applications - read/write/admin
For Deployments - read/write/admin
For Dashboards - read only
What role should the system administrator assign to this user?
정답: D
설명: (DumpTOP 회원만 볼 수 있음)
A system administrator needs to scale a Kubernetes Job to 4 replicas.
What command should be used?
What command should be used?
정답: A
설명: (DumpTOP 회원만 볼 수 있음)
You are configuring networking for a new AI cluster in your data center. The cluster will handle large- scale distributed training jobs that require fast communication between servers.
What type of networking architecture can maximize performance for these AI workloads?
What type of networking architecture can maximize performance for these AI workloads?
정답: B
설명: (DumpTOP 회원만 볼 수 있음)
Which two (2) ways does the pre-configured GPU Operator in NVIDIA Enterprise Catalog differ from the GPU Operator in the public NGC catalog? (Choose two.)
정답: B,C
설명: (DumpTOP 회원만 볼 수 있음)