宝德人工智能管理平台PLStack

宝德人工智能管理平台(PLStack)是集深度学习模型训练推理、项目工程管理、资源集群调度于一体的人工智能管理平台。平台采用分布式存诸，构建高效的资源、集群管理分配机制，支持GPU芯片和任务的管理与并行调度,提高 GPU 资源利用率,为深度学习应用提供从模型训练、模型评估、服务部署到模型推理服务，从而释放人工智能的全新能力。Powerleader AI Management Platform (PLStack) is an all-in-one artificial intelligence management platform integrating deep learning model training and inference, project engineering management, and resource cluster scheduling. Leveraging distributed storage, it constructs an efficient resource and cluster management and allocation mechanism, supports the management and parallel scheduling of GPU chips and tasks to improve GPU resource utilization, and provides end-to-end services for deep learning applications spanning from model training, model evaluation, service deployment to model inference, thereby unleashing the full potential of artificial intelligence.

搜集汇总

背景与挑战

背景概述

该数据集介绍了宝德人工智能管理平台PLStack，这是一个集深度学习模型训练推理、项目工程管理和资源集群调度于一体的平台，支持多种AI开源框架和高效的资源调度，旨在提高GPU资源利用率和简化AI模型的构建与部署流程。