ehyo/GPU-Resources-Estimation-for-Deep-Learning-Training-Tasks

GPUMemNet and GPUUtilNet Dataset This dataset accompanies the paper “GPU Memory and Utilization Estimation for Training-Aware Resource Management: Opportunities and Limitations.” It contains synthetic deep learning training configurations and their measured GPU memory consumption and utilization characteristics. Dataset configurations The dataset is divided into separate configurations because MLP, CNN, and Transformer workloads use different feature schemas.… See the full description on the dataset page: https://huggingface.co/datasets/ehyo/GPU-Resources-Estimation-for-Deep-Learning-Training-Tasks.