在使用远程持久化存储系统的大规模训练场景下，现有的 Checkpointing 系统没有充分利用 Checkpoint 保存过程中 GPU 到 CPU 内存拷贝 ( D2H 复制)，序列化 ...

AI技术飞速演进的当下，神经网络模型的规模和复杂度不断攀升，对训练过程中的效率和容错能力提出了更高要求。应对这一挑战，上海科技大学研究员、博导殷树教授团队开展了相关研究工作，在面向大规模神经网络的检查点（Checkpointing）方面取得进展。

Checkpointing is the ability to save the state of a running process to stable storage, and later restarting that process from the point at which it was checkpointed. Transparent checkpointing (also ...

That’s why checkpointing – stopping all processes on all nodes in a cluster as an application is running to copy off the state of each node – was invented in the mid-1990s for HPC systems, notably ...

Virtualized Systems Development Platform Provides Full Support for Multiple Modeling Languages SAN JOSE, Calif. -- Jul 27, 2009 - - Virtutech®, Inc., the leader in virtualized systems development (VSD ...

Feathercoin has announced advanced checkpointing in its block chain to protect against 51% attacks. The advanced checkpointing (ACP) feature will remove the need for changes to client software by ...