gpu-quality-priority
Installation
SKILL.md
GPU-Only and Quality-First Processing Principles (Notebooks)
Experiment Overview
| Item | Details |
|---|---|
| Date | 2025-12-14 |
| Updated | 2026-02-03 |
| Goal | Establish processing principles for KINTSUGI notebook processing |
| Environment | HiPerGator, multi-GPU (NVIDIA), CuPy, KINTSUGI pipeline |
| Status | Policy Established |
Scope: Notebooks Only
IMPORTANT: This skill applies to interactive notebook processing only, NOT to SLURM batch processing.
| Mode | GPU Policy | This Skill Applies? |
|---|---|---|
| Notebooks (interactive) | GPU required, no fallback | YES |
| SLURM (headless batch) | GPU + CPU concurrent | NO - see slurm-concurrent-processing |