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| Topic | Details |
|---|
| Topic 1 | - Cluster Test and Verification: Covers full cluster validation through HPL and NCCL benchmarks, NVLink and fabric bandwidth tests, cable and firmware checks, and burn-in testing using HPL, NCCL, and NeMo.
|
| Topic 2 | - Control Plane Installation and Configuration: Covers deploying the software stack including Base Command Manager, OS, Slurm
- Enroot
- Pyxis, NVIDIA GPU and DOCA drivers, container toolkit, and NGC CLI.
|
| Topic 3 | - Physical Layer Management: Covers configuring BlueField network platform devices and setting up Multi-Instance GPU (MIG) partitioning for AI and HPC workloads.
|
| Topic 4 | - System and Server Bring-up: Covers end-to-end physical setup of GPU-based AI infrastructure, including BMC
- OOB
- TPM configuration, firmware upgrades, hardware installation, and power and cooling validation to ensure servers are workload-ready.
|
| Topic 5 | - Troubleshoot and Optimize: Covers identifying and replacing faulty hardware components such as GPUs, network cards, and power supplies, along with performance optimization for AMD
- Intel servers and storage.
|
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NVIDIA AI Infrastructure Sample Questions (Q196-Q201):
NEW QUESTION # 196
An infrastructure engineer in an AI factory has successfully replaced a power supply unit on an NVIDIA DGX H100. After installation, both the IN and OUT LEDs on the new power supply illuminate solid green.
Which NVSM CLI command should the engineer use to quickly verify the overall system status and ensure it is operating as expected?
- A. nvsm show power
- B. nvsm show powermode
- C. nvsm show alerts
- D. nvsm show health
Answer: D
Explanation:
The NVIDIA System Management (NVSM) tool is the definitive CLI utility for monitoring the health of DGX platforms. While replacing a PSU (Power Supply Unit) is a common maintenance task, verifying that the new component is correctly integrated into the system's health model is mandatory. While nvsm show power would provide specific data regarding wattage and voltage for the PSU, the most comprehensive way to ensure the replacement hasn ' t caused secondary issues or that the system hasn ' t remained in a " Degraded
" state is to run nvsm show health. This command performs a global check across all subsystems: GPUs, NVLink switches, storage, fans, and power. If the PSU replacement was successful and the system is back to full redundancy, nvsm show health will return a " Healthy " status. In an AI factory setting, where DGX H100 nodes pull significant power, ensuring that all 6 PSUs (in an N+N or N+1 configuration) are not only physically green but logically acknowledged by the Baseboard Management Controller (BMC) is critical for preventing unexpected shutdowns during high-load training iterations.
NEW QUESTION # 197
As the infrastructure lead for an NVIDIA AI Factory deployment, you have just uploaded the latest supported firmware packages to your DGX system. It is now critical to ensure all hardware components run the new firmware and the DGX returns to full operational capability. Which sequence best guarantees that all relevant components are correctly running updated firmware?
- A. Perform a software-driven restart on the operating system of every compute node, then use advanced tools to check firmware status, and reissue update commands if any firmware appears inactive afterward.
- B. Initiate a cold power cycle on all node trays to activate firmware, follow with a DGX reboot procedure, and use the management interface to finish activating CPLD firmware on the host.
- C. Initiate a cold power cycle on the system to activate firmware for components, reset the BMC using the recommended command, and perform an AC power cycle to ensure EROT and CPLD firmware is activated.
- D. Execute a single AC power cycle on the DGX after the update process, then reset the software stack and verify status using diagnostic commands on each node for confirmation of all component updates.
Answer: C
Explanation:
Updating an NVIDIA DGX system (like the H100) is a multi-layered process because the system contains numerous programmable logic devices, including CPLDs, FPGAs, and the EROT (Electrically Resilient Root of Trust) modules. Many of these low-level hardware components cannot be updated via a simple operating system reboot. NVIDIA's official firmware update procedure requires a specific sequence to "commit" the new images to the hardware. First, the update utility (like nvfwupd) writes the images to the flash memory. To activate them, a "Cold Power Cycle" (removing and restoring power) is necessary to force the hardware to reload from the newly written flash blocks. Furthermore, because the BMC (Baseboard Management Controller) orchestrates the power-on sequence and monitors the EROT, it must be reset (Option D) to synchronize its state with the new component versions. Finally, an "AC Power Cycle" ensures that even the standby-power components, such as the power delivery controllers and CPLDs, undergo a full hardware reset.
Skipping these steps can result in "Incomplete" or "Mismatched" firmware versions, where the OS reports one version while the hardware continues to run old, potentially buggy code in the background.
NEW QUESTION # 198
A system administrator is responsible for managing an NVIDIA SuperPOD. The administrator wants to verify that all systems are in a healthy state. What should the system administrator do?
- A. Check the data center manually for indicator LED on the hardware.
- B. Use the vendor provided tools to verify the hardware health and set up proper alerting.
- C. Check the hardware on a regular basis by powering down the server.
- D. Contact the NVIDIA sales team.
Answer: B
Explanation:
For NVIDIA SuperPOD operations, administrators should use vendor-provided health monitoring and management tools to verify hardware status across all systems and configure alerting for failures or degraded components. This provides scalable, proactive visibility into system health instead of relying on manual checks.
NEW QUESTION # 199
An AI infrastructure utilizes NVIDIA ConnectX-7 NICs for inter-node communication. The requirement is to achieve a bandwidth of 400GbE with low latency over a distance of 100 meters. Which transceiver and cable type combination is MOST suitable for this scenario?
- A. QSFP-DD LR8 transceiver with OM4 multi-mode fiber cable.
- B. QSFP-DD SR8 transceiver with OM3 multi-mode fiber cable.
- C. QSFP-DD FR4 transceiver with single-mode fiber cable.
- D. QSFP-DD SR4 transceiver with OM4 multi-mode fiber cable.
- E. QSFP-DD DR4 transceiver with single-mode fiber cable.
Answer: D
Explanation:
QSFP-DD SR4 with OM4 provides 400GbE over short distances (up to 100m) using multi-mode fiber. DR4 and FR4 require single- mode fiber and are typically used for longer distances. LR8 typically requires single mode fibre for specified distances. Using SR8 with OM3 is unlikely to achieve 400GbE as SR8 works best with OM4/OM5.
NEW QUESTION # 200
After configuring NGC CLI with ngc config set, a user receives "Authenticated failed" errors when pulling containers. What step was most likely omitted?
- A. Entering the API key during ngc config set or storing it in ~/.ngc/config.
- B. Running sudo systemctl restart docker after configuration.
- C. Installing the CLI with apt-get instead of manual extraction.
- D. Setting --format_type=json to enable API interactions.
Answer: A
Explanation:
NGC authentication requires a valid API key to be provided during ngc config set or stored in the user's ~/.ngc/config file. Without the API key, container pulls from NGC fail because the CLI cannot authenticate to the registry.
NEW QUESTION # 201
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