Accessible Labs Ltd., which does business as convrg.io, today is releasing a dashboard that can be used by developers of machine learning models to optimize their use of server resources. The Jerusalem-based startup said its ML Infrastructure Dashboard can initially be used to give development managers a look at utilization of CPUs, graphics processing units, memory and cluster nodes for workloads running in software containers, which are portable environments that include workloads and all the resources need to run them. The next release, which is targeted for the first quarter of next year, will analyze workloads and recommend an allocation of resources to optimize them, said CEO Yochay Ettun.
While virtualization has helped IT organizations dramatically drive up server utilization rates, such efficiencies have yet to come to the typical machine learning developer. Ettun said. “When a customer is buying an Nvidia [Corp.] server they are getting a black box.