CLI · adaptive-ctl

Toolkit Reference

A single binary controls the kernel optimizer, deployment generators and live telemetry.

Common commands

adaptive-ctl init

Bootstrap the kernel optimizer with a preset (quantum, hpc, edge, dev).

adaptive-ctl tune --target=<workload>

Profile-guided tuning for inference, training, or networking.

adaptive-ctl topo discover

Detect leaf/spine fabric, NUMA, NVLink and PCIe topology.

adaptive-ctl deploy k8s

Install the Kubernetes operator and CRDs.

adaptive-ctl deploy yocto --bsp=<board>

Generate a BitBake recipe for an embedded image.

adaptive-ctl observe

Live telemetry: utilization, queue depth, quantum-anneal cost.

Example session

zsh — session
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$adaptive-ctl tune --target=inference
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# Profiling 8 × H100, NVLink mesh detected…
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Applied governor: q-anneal · 1.7× throughput
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$adaptive-ctl observe
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# Streaming telemetry to stdout… Ctrl-C to stop