tao-run-automl-deft-pipeline

Maintained by nvidia

Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the DEFT-augmented dataset. Use when the user asks to "run the AOI workflow", "fine-tune my PCB AOI model end-to-end", "improve my AOI Ch

Current version: Unknown
License: Apache-2.0
Network access: Unknown / not assessed
Review status: Not verified

Problem it solves

This catalog entry helps users find and evaluate tao-run-automl-deft-pipeline for the task described by its available catalog summary. Confirm the exact scope in the linked original source when one is available.

When to use it

Consider tao-run-automl-deft-pipeline when its available catalog summary matches the task at hand. When available, review the linked original source before use for precise instructions, requirements, and limitations.

tao-run-automl-deft-pipeline is listed as an agent skill in RefHub. The listed maintainer is nvidia. The available catalog summary is: Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the DEFT-augmented dataset. Use when the user asks to "run the AOI workflow", "fine-tune my PCB AOI model end-to-end", "improve my AOI Ch When available, review the linked original source for exact usage instructions, required tools, and limitations.

Installation and updates

These commands are displayed for copying only and are never executed on RefHub servers. Review the linked upstream source before running them.

Install command

npx skills add nvidia/skills --skill tao-run-automl-deft-pipeline -y

Agent compatibility

No compatibility test has been recorded

Do not assume agent compatibility until documented test evidence is available.