feat(nvidia): support RTX PRO 6000 Blackwell dynamic MIG

[shkatara]

What type of PR is this?

/kind feature

What this PR does / why we need it:

Why this is needed:

1. HAMi currently bundles nvidia-mig-parted v0.12.2, which uses go-nvlib v0.7.3 and go-nvml v0.12.9.
2. That go-nvlib version does not recognize the newer Blackwell MIG profile IDs. PCI device ID 2bb5 (vendor ID 10DE) belongs to the NVIDIA Corporation [RTX PRO 6000 Blackwell / GB202GL](1.2.1, 1.2.3) professional graphics card.
3. Parsing profiles such as 1g.24gb and 2g.48gb therefore fails. No MIG devices are created, but nvidia-mig-parted still returns successfully and prints MIG configuration applied successfully.

This PR:

• Adds dynamic MIG geometries for the NVIDIA RTX PRO 6000 Blackwell Server Edition:
  • 1g.24gb × 4
  • 2g.48gb × 2
  • 4g.96gb × 1
• Adds the model and geometries to the default Helm device configuration.
• Documents the supported profiles and covers matching the full NVML model name.
• Updates the bundled nvidia-mig-parted to v0.12.3, which includes native MIG profile support for this GPU.

Which issue(s) this PR fixes:

Fixes #2131

Special notes for your reviewer:

Validated with:

go test -count=1 ./pkg/device-plugin/nvidiadevice/nvinternal/plugin

The native MIG configuration was also exercised on RTX PRO 6000 Blackwell Server Edition hardware.

Cursor AI assisted with investigation, implementation, tests, documentation, and drafting this pull request. The resulting changes were reviewed and validated locally.

Does this PR introduce a user-facing change?:

HAMi dynamic MIG now supports NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs with their native 1g.24gb, 2g.48gb, and 4g.96gb profiles.

[coderabbitai]

📝 Walkthrough

Walkthrough

The bundled nvidia-mig-parted version is upgraded to v0.12.3, and scheduler configuration, documentation, and tests add MIG geometry support for the RTX PRO 6000 Blackwell Server Edition.

Changes

Blackwell MIG support

Layer / File(s)	Summary
Update bundled MIG tooling docker/Dockerfile, docker/Dockerfile.hamimaster, docker/Dockerfile.withlib	Docker builds now install nvidia-mig-parted v0.12.3 instead of v0.12.2.
Add Blackwell MIG geometries charts/hami/templates/scheduler/device-configmap.yaml, pkg/device-plugin/nvidiadevice/nvinternal/plugin/util_test.go, docs/develop/dynamic-mig.md	Scheduler configuration, documentation, and tests define and validate the 1g.24gb, 2g.48gb, and 4g.96gb profiles for the RTX PRO 6000 Blackwell Server Edition.

Estimated code review effort: 2 (Simple) | ~10 minutes

Possibly related PRs

• Project-HAMi/HAMi#2132: Adds matching RTX PRO 6000 Blackwell Server Edition MIG geometry support.

Suggested labels: enhancement

Suggested reviewers: archlitchi

Poem

A rabbit hops through MIGs so bright,
Three Blackwell shapes now fit just right.
The builder brings new tools to play,
Tests guard each profile through the day.
“Hare-brained configs,” we cheer with delight!

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Linked Issues check	✅ Passed	The changes add RTX PRO 6000 Blackwell MIG geometries and upgrade bundled nvidia-mig-parted to v0.12.3, matching the issue's requirements.
Out of Scope Changes check	✅ Passed	The PR stays focused on MIG support, config, docs, and validation; no unrelated changes are evident.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly summarizes the main change: adding dynamic MIG support for the RTX PRO 6000 Blackwell.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests

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[FouoF]

/lgtm

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.

Flag	Coverage Δ
unittests	61.96% <ø> (-0.02%)	⬇️

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see 1 file with indirect coverage changes

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[archlitchi]

/lgtm

[hami-robot]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: archlitchi, shkatara

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• OWNERS [archlitchi]

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