How To Setup Lab Gpu 1 - Document Details

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This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

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Bias Analysis

Detected Bias Types

windows_first

windows_tools

powershell_heavy

missing_linux_example

Summary

The documentation exhibits a Windows-first bias: Windows instructions and tools (such as Control Panel, Task Manager, and NVIDIA Control Panel) are described in detail with screenshots, while Linux instructions are referenced via links without in-page examples or screenshots. Windows validation steps are explicit, but Linux validation is only linked. There is also a lack of parity in tool mention and step-by-step guidance for Linux users.

Recommendations

Provide in-page, step-by-step Linux instructions for driver installation and validation, not just external links.
Include screenshots of Linux tools (e.g., nvidia-smi output, relevant desktop environment GPU settings) analogous to the Windows screenshots.
Mention Linux tools (such as nvidia-smi, lshw, or system monitoring utilities) for GPU validation, similar to Task Manager and NVIDIA Control Panel for Windows.
Present Windows and Linux instructions in parallel sections, or at least alternate which OS is presented first in each section.
Explicitly state when steps are identical or different between Windows and Linux, to help users understand OS-specific nuances.

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Scan History

Date	Scan	Status	Result
2026-01-14 00:00	#250	in_progress	Clean
2026-01-13 00:00	#246	completed	Clean
2026-01-11 00:00	#240	completed	Clean
2026-01-10 00:00	#237	completed	Clean
2026-01-09 00:34	#234	completed	Clean
2026-01-08 00:53	#231	completed	Clean
2026-01-06 18:15	#225	cancelled	Clean
2025-08-17 00:01	#83	cancelled	Clean
2025-07-13 21:37	#48	completed	Biased
2025-07-12 23:44	#41	cancelled	Biased
2025-07-09 13:09	#3	cancelled	Clean
2025-07-08 04:23	#2	cancelled	Biased