NCP-AIO 무료 덤프문제 온라인 액세스

An administrator is troubleshooting issues with NVIDIA GPUDirect storage and must ensure optimal data transfer performance.
What step should be taken first?

• A.Install additional GPU memory (VRAM).
• B.Upgrade the CPU to a higher clock speed.
• C.Check for compatible RDMA-capable network hardware and configurations.
• D.Increase the GPU's core clock frequency.

A system administrator of a high-performance computing (HPC) cluster that uses an InfiniBand fabric for high-speed interconnects between nodes received reports from researchers that they are experiencing unusually slow data transfer rates between two specific compute nodes. The system administrator needs to ensure the path between these two nodes is optimal.
What command should be used?

• A.ibnetdiscover
• B.ibstatus
• C.ibping
• D.ibtracert

A system administrator notices that jobs are failing intermittently on Base Command Manager due to incorrect GPU configurations in Slurm. The administrator needs to ensure that jobs utilize GPUs correctly.
How should they troubleshoot this issue?

• A.Check if MIG (Multi-Instance GPU) mode has been enabled incorrectly and reconfigure Slurm accordingly.
• B.Ensure that GPU resource limits have been correctly defined in Slurm's configuration file for each job type.
• C.Verify that non-MIG GPUs are automatically configured in Slurm when detected, and adjust configurations if needed.
• D.Increase the number of GPUs requested in the job script to avoid using unconfigured GPUs.

Which deployment strategy allows two versions of a model to run simultaneously and gradually shifts traffic from the old version to the new version to minimize risk during updates?

• A.Shadow deployment
• B.Blue-green deployment
• C.Canary deployment
• D.Rolling update

What is the primary goal of observability in AI operations when monitoring machine learning systems deployed in production environments?

• A.Reduce model size
• B.Improve data labeling
• C.Increase training speed
• D.Provide system transparency