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| Topic | Details |
|---|
| Topic 1 | - Physical Layer Management: Covers configuring BlueField network platform devices and setting up Multi-Instance GPU (MIG) partitioning for AI and HPC workloads.
|
| Topic 2 | - 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 3 | - 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 4 | - 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.
|
| Topic 5 | - 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.
|
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NVIDIA AI Infrastructure Sample Questions (Q136-Q141):
NEW QUESTION # 136
A cluster administrator is preparing to update the firmware on a DGX H100 system, including the GPU tray (baseboard). What is the correct sequence of steps to perform a safe and successful firmware upgrade?
- A. Update the GPU tray first, then the motherboard tray, and reboot the BMC after all updates are complete.
- B. Perform a cold reset, stop all GPU activity, update and reboot the BMC, update motherboard and tray components, and verify completion.
- C. Stop all GPU activity, update and reboot the BMC, update motherboard and tray components, perform a cold reset, and verify completion.
- D. Update the BMC and skip the GPU tray and motherboard tray updates if the system appears healthy.
Answer: C
Explanation:
Updating firmware on an NVIDIA DGX H100 is a multi-stage process that requires careful orchestration to prevent hardware corruption. The first and most critical step is to ensure no workloads are running (stopping all GPU activity) to avoid conflicts during the flashing process. The standard NVIDIA procedure begins with updating and rebooting theBaseboard Management Controller (BMC). This is because the BMC manages the power sequencing and communication for all other trays; having the latest management logic active is a prerequisite for the subsequent steps. Once the BMC is updated and back online, the administrator proceeds with the motherboard and GPU tray updates. However, these updates are staged in flash memory and often do not "take effect" until the hardware undergoes acold reset(removing power completely). This physical or logical power cycle forces the various CPLDs and silicon root-of-trust modules to boot from the newly written firmware images. Finally, the administrator must verify completion using tools like nvsm show health or the BMC dashboard to ensure all components report the target versions and a "Healthy" status. Skipping the BMC update first (Option C) or the cold reset (Option B) can lead to mismatched firmware states that may cause system instability or boot failures.
NEW QUESTION # 137
Which of the following steps are essential components of a recommended DGX cluster installation procedure? (Choose two.)
- A. Complete application containerization, run distributed jobs, validate node health or storage availability.
- B. Install Slurm on the head node and then configure the compute nodes' default OS images.
- C. Group nodes by function during initial setup and assign them to relevant categories in the cluster management tool.
- D. Configure networking by validating all interfaces on each node - ensuring proper InfiniBand/Ethernet connectivity - prior to installing cluster software.
Answer: C,D
Explanation:
A recommended DGX cluster installation requires validating network interfaces and fabric connectivity before deploying cluster software so node provisioning and workload communication are reliable. Grouping nodes by function and assigning them to the proper cluster management categories ensures consistent configuration, management, and role-based deployment across the cluster.
NEW QUESTION # 138
An AI server utilizes a QSFP28 transceiver with MPO connector. During troubleshooting, you suspect a faulty transceiver. Which steps are most important to perform when physically inspecting and testing the transceiver?
- A. Visually inspect the connector for damage, clean the connector end-face with an appropriate fiber optic cleaning tool, and perform an Optical Time Domain Reflectometer (OTDR) test.
- B. Check the transceiver's firmware version, measure the transceiver's temperature using an infrared thermometer, and perform a bit error rate test (BERT).
- C. Examine the transceiver's EEPROM data, measure the supply voltage with a multimeter, and perform a link speed auto-negotiation test.
- D. Verify the transceiver's DOM (Digital Optical Monitoring) information, clean the connector end-face with a dry cloth, and perform a ping test.
- E. Visually inspect the connector for damage, clean the connector end-face with an appropriate fiber optic cleaning tool, and verify the transceiver's DOM (Digital Optical Monitoring) information, particularly TX power, RX power, and temperature.
Answer: E
Explanation:
The MOST important steps involve visual inspection for damage, cleaning the connector to ensure a good optical connection, and verifying DOM information to assess the transceivers health and signal levels. OTDR is more suited for cable diagnosis. While firmware and voltage are relevant, the DOM provides immediate health indicators.
NEW QUESTION # 139
A customer has just completed the first boot of their DGX system and is prompted to create an administrative user. What is the correct approach for setting up this user to ensure secure BMC and GRUB access?
- A. Skip the creation of a new user and retain the default admin account for BMC and GRUB access.
- B. Use "sysadmin" as the username and a simple password for ease of management.
- C. Create a unique, strong, lower-case username and password that will be used for both BMC and GRUB access, avoiding default or weak credentials.
- D. Create separate usernames for BMC and GRUB to maximize flexibility.
Answer: C
Explanation:
During the initial "first boot" setup of an NVIDIA DGX system (such as the DGX H100 or A100), the installation wizard requires the creation of a primary administrative user. This account is pivotal because it is used not only for local OS login but is also synchronized to provide access to the Baseboard Management Controller (BMC) and the GRUB bootloader. NVIDIA best practices emphasize security by mandating the use of a unique, strong password. Using a lower-case username is a standard Linux convention that ensures compatibility across various authentication services. By setting this up correctly during the first boot, the system ensures that "out-of-band" management (via BMC) and "pre-boot" configuration (via GRUB) are protected from unauthorized access. Relying on default credentials (Option B) or weak passwords (Option D) is a significant security risk in AI infrastructure, as the BMC often has high-level control over power, firmware, and remote console access.
NEW QUESTION # 140
You are working with a BlueField-3 DPIJ and wish to programmatically control the PCle link speed and width. Which interface exposes the most direct way to manage these low-level hardware settings on the DPU?
- A. Directly accessing the PCle configuration space via '/sys/bus/pci/..:.
- B. Using the Mellanox mlxconfig utility or its equivalent.
- C. The NVIDIA Management Library (NVML).
- D. The standard Linux ethtoor utility.
- E. Modifying the device tree blob (DTB) and rebooting the DPIJ.
Answer: B
Explanation:
The 'mlxconfig' utility (or its equivalent for newer BlueField generations) is specifically designed for configuring Mellanox/NVlDlA network adapters, including BlueField DPUs. It provides access to a wide range of hardware settings, including PCle link speed and width. NVML is primarily for GPU management, not DPIJ configuration. 'ethtoor manages network interface settings, but not PCle link parameters. Accessing the PCle configuration space directly is possible but complex and risky. Modifying the DTB is a more permanent and low-level approach, typically used during initial board configuration, not for runtime adjustments.
NEW QUESTION # 141
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