A training task optimization system includes a processor. The processor is configured to
receive training environment information of a training task. The training environment …

Multi-GPU systems are widely used in data centers to provide significant speedups to
compute-intensive workloads such as deep neural network training. However, limited PCIe …

Implementations detailed herein include description of a computer-implemented method. In
an implementation, the method at least includes provisioning an application instance and …

A cloud service is aggregated from private server farms for the purpose of large
computational jobs such as rendering the computer graphics scenes in movies. This cloud …

US20220240408A1 - Static data center power balancing and configuration - Google Patents
US20220240408A1 - Static data center power balancing and configuration - Google Patents …

(57) ABSTRACT A computing platform is disclosed. The computing platform includes a first
computer system comprising a first graphics processing unit (GPU), a network coupled to the …

The present disclosure provides a method and apparatus for scheduling a plurality of
available graphics processing units (GPUs). Multiple GPU pools may be set, wherein each …

GPUs have been accelerating a wide range of algorithms and applications with their
massively parallel computing capabilities. Today, as GPU programs work under the close …

A system includes a reconfigurable dataflow processor that comprises an array of compute
units and an array of memory units interconnected with a switching fabric. The …

At a first resource to be used to perform a computing operation, a pair of execution
environments is configured. I/O permissions of programs running in the different …