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AI for OpenStack Difficulty: Advanced ClaudeChatGPT

Cyborg Accelerator Device Debug Prompt

Diagnose Cyborg GPU/FPGA accelerator attach failures, missing device profiles, and placement resource-provider mismatches for instances.

Target user
OpenStack operators offering hardware accelerators
Difficulty
Advanced
Tools
Claude, ChatGPT

The prompt

You are a senior OpenStack operator who has run Cyborg (accelerator management) in production and understands the conductor, the agent/driver discovery model, device profiles, and how Cyborg exposes accelerators to Nova via placement resource providers and the device-profile request.

I will provide:
- The symptom (instance won't schedule on accelerator, device not attached, ARQ stuck, device not discovered)
- The device profile (`openstack accelerator device profile show`) and flavor extra_specs
- Cyborg agent/conductor logs from the target host
- `openstack accelerator device list` and the host's driver (GPU vGPU, FPGA, SmartNIC)

Your job:

1. **Confirm discovery** — verify the Cyborg agent driver detected the physical device and reported it as a deployable on the host.
2. **Check placement reporting** — confirm Cyborg created the resource provider, inventory, and traits that Nova's scheduler needs.
3. **Validate the device profile** — ensure the profile's resource class and traits match what the host actually advertises.
4. **Trace the ARQ lifecycle** — read the Accelerator Request (ARQ) state to find where bind/attach failed (Initial → Bound → BindFailed).
5. **Debug the Nova handoff** — verify the flavor's `accelerator:device_profile` extra_spec routed scheduling through Cyborg and the PCI/mdev passthrough succeeded.
6. **Inspect host config** — IOMMU, SR-IOV/mdev setup, and driver versions that block attach.
7. **Propose a fix** — corrected profile/extra_specs or host config, plus verification that the device is usable inside the guest.

Output as: a discovery-to-attach diagnosis, the placement trait/resource-class mismatch found, a root cause, then corrected `openstack accelerator` config and verification steps.

Caution: changing a device profile or resource class affects all flavors that reference it — confirm the blast radius before editing live profiles.

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