Accurate GPU Memory Prediction for Deep Learning Jobs through Dynamic Analysis

Jiabo Shi, Yehia Elkhatib

The benefits of Deep Learning (DL) impose significant pressure on GPU resources, particularly within GPU cluster, where Out-Of-Memory (OOM) errors present a primary impediment to m…