普华云算力租赁平台

普华云算力租赁平台依托于普华云异构算力调度平台，致力于为用户提供高效、灵活的算力服务。该平台通过整合多种算力资源，满足用户在模型训练和推理等不同场景下的需求。随着人工智能技术的快速发展，算力需求不断增长，普华云算力租赁平台应运而生，旨在为用户提供一个便捷、高效的算力解决方案。平台支持多种算力服务，包括但不限于GPU和国产算力等异构计算资源，能够快速适配不同厂商的设备，大幅提升效率。通过异构管理引擎，平台能够实现多种异构算力的统一管理和灵活配置，满足用户多样化的算力任务需求。此外，依托混合调度引擎，普华云算力租赁平台能够实现智算、通算、高算的统一调度，为用户提供全面的算力支持。普华云算力租赁平台能够按需组合多样化算力资源，并通过异构调度引擎统一编排调度，实现所有算力可调度。这一架构不仅能够将资源全面池化，实现从单卡到整个scale-up×scale-out的乘法效应，还能让所有服务可统一，从而提供传统通算服务、大数据服务和智算服务的任意组合，按需提供。为了确保算力的稳定性，普华云算力租赁平台通过300+监测指标实时监测、全天候算力设备在线诊断、节点自主检测恢复和任务级智能断点续训，确保了30天以上持续稳定的大模型训练。这种追求极致稳定的算力体验，使得用户可以更加专注于模型的开发和优化，而无需担心算力的波动和中断。

Puhua Cloud Computing Power Rental Platform, based on the Puhua Cloud Heterogeneous Computing Power Scheduling Platform, is committed to providing users with efficient and flexible computing power services. This platform integrates various computing power resources to meet users' needs in different scenarios such as model training and inference. With the rapid development of artificial intelligence (AI) technology and the continuous growth of computing power demand, Puhua Cloud Computing Power Rental Platform was launched to provide users with a convenient and efficient computing power solution. The platform supports a variety of computing power services, including but not limited to heterogeneous computing resources such as GPUs and domestic computing power, and can quickly adapt to devices from different manufacturers, greatly improving efficiency. Through the heterogeneous management engine, the platform can realize unified management and flexible configuration of various heterogeneous computing powers, meeting users' diversified computing power task requirements. In addition, relying on the hybrid scheduling engine, Puhua Cloud Computing Power Rental Platform can realize unified scheduling of intelligent computing, general computing and high-performance computing, providing users with comprehensive computing power support. Puhua Cloud Computing Power Rental Platform can combine diversified computing power resources on demand, and use the heterogeneous scheduling engine for unified orchestration and scheduling, so as to realize the schedulability of all computing power resources. This architecture can not only comprehensively pool resources to achieve the multiplicative effect from a single GPU card to the entire scale-up × scale-out architecture, but also unify all services, thereby providing any combination of traditional general computing services, big data services and intelligent computing services on demand. To ensure the stability of computing power, Puhua Cloud Computing Power Rental Platform has achieved over 30 days of continuous and stable large model training through real-time monitoring with 300+ monitoring indicators, 24/7 online diagnosis of computing power equipment, autonomous node detection and recovery, and task-level intelligent breakpoint resuming. This pursuit of an extremely stable computing power experience allows users to focus more on model development and optimization without worrying about fluctuations and interruptions of computing power.

搜集汇总

背景与挑战

背景概述

普华云算力租赁平台整合GPU及国产算力等异构资源，通过统一调度引擎实现灵活配置，支持模型训练等多样化需求。平台提供300+指标实时监测和智能恢复机制，保障30天以上的稳定算力服务，使用户能专注于模型开发。