各位老師、同仁及同學您好：

為配合本校節能減碳政策，降低日間尖峰時段用電負載，建議於使用 GOC AI Console 進行模型訓練或大規模運算時，優先採用「Job + Schedule（排程）」方式，將任務執行時間設定於夜間離峰時段。

AI Console 已支援排程執行機制，使用者可於提交 Job 時設定預定執行時間，系統將於指定時段自動啟動運算。

此方式可：

• 有效降低日間電力尖峰負載
• 提升整體 GPU 資源使用效率
• 減少任務排隊等待時間

如屬非即時性之模型訓練、資料前處理或批次運算作業，敬請優先採排程方式辦理。

惟教學活動、即時推論服務或具時效性專案需求者，仍可於日間執行。

感謝各位配合，共同推動永續校園。

圖書資訊處 敬啟

Dear Professors, Colleagues, and Students,

In alignment with Yuntech’s energy-saving and carbon reduction policies, and to alleviate the electrical load during daytime peak hours, it is advised that when utilizing the GOC AI Console for model training or large-scale computations, priority be given to employing the “Job + Schedule” method, setting task execution times during off-peak nighttime hours.

The AI Console now supports scheduled execution, allowing users to specify the desired start time upon job submission, with the system automatically initiating computations at the designated period.

This approach offers the following benefits:

• Effectively reduces electrical load during daytime peak periods
• Enhances overall GPU resource utilization efficiency
• Minimizes task queue waiting times

For non-urgent model training, data preprocessing, or batch computation tasks, please prioritize scheduling execution accordingly.

However, teaching activities, real-time inference services, or projects with time-sensitive requirements may continue to operate during daytime hours.

We sincerely appreciate your cooperation in jointly fostering a sustainable campus environment.

Respectfully,
Office of Library and Information Services