Heterogeneous Intelligent Accelerator Experiment Platform for Ship Information Infrastructure

This paper combined the requirement easily use demand of ship information infrastructure in the scenarios of heterogeneous artificial intelligent (AI) accelerators in the ship user system, and established a benchmark for heterogeneous intelligent accelerator for ship information infrastructure. In order to achieve the benchmark test of multiple AI accelerators in parallel area in ship information infrastructure and improve the convenience and intuitiveness of heterogeneous task management, an experiment platform for heterogeneous AI accelerators based on container technology was designed in this paper. This experiment platform implemented resource management, dataset management, model management, synchronization testing, models evaluation, and operation of multiple servers in the cluster, through which the ship users could view heterogeneous resource status and task execution progress at one glance.