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Ubuntu on Qualcomm® IoT platforms is more than an operating-system image. The documentation also points to tools and acceleration workflows that help you validate hardware, run models, build applications, and profile performance on target devices.

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Tooling areas

Remote development

Use SSH and remote editor workflows to edit, build, run, and debug directly on the target.

Containers

Use container workflows where they are available for AI, development, or runtime isolation.

Profiling

Profile models and workloads to understand CPU, memory, accelerator, and runtime behavior.

Performance utilities

Use Qualcomm performance utilities where documented for the target and release.

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Acceleration paths

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Practical guidance

  • Start with a known-good device setup before running accelerated workloads.
  • Install the required packages listed for your board and workflow.
  • Validate camera, audio, display, network, and storage dependencies before debugging an AI or multimedia application.
  • Keep a record of image version, package versions, model files, and command lines when comparing results.
Some tools and acceleration workflows are device- or release-specific. If a linked page is not present in your device navigation, use the closest supported EVK workflow or the release notes for availability guidance.