/ Use all the major machine learning and data engineering frameworks: Tensorflow, PyTorch, SciKit Learn, Pandas, Dask, Spark, Ray
/ Zero configuration to get your team up and running on NVIDIA DGX systems with Shakudo
/ Deploy your first machine learning workload with Shakudo on NVIDIA DGX systems in less than 5 minutes
/ Scale computation effortlessly while ensuring fair distribution of resources across jobs and users
/ Run jobs on a schedule or trigger them from an external orchestration system
/ Effortlessly spin up model serving endpoints with NVIDIA Triton Inference Server that autoscale with load
/ Reproduce failures accurately within seconds, and resolve production issues within minutes
/ Track granular usage metrics for chargeback attribution