Reference Guide

46 Dell EMC Ready Solutions for AI Deep Learning with NVIDIA | v1.0
6 Conclusions and Future Work
This document describes the first integrated Dell EMC Ready Solutions for AI - Deep Learning with NVIDIA.
The goal of this solution is to provide a complete, tuned and supported solution for Deep Learning training and
inference use cases. The solution takes into account the ideal compute, storage, network, and software
configuration for this workload. It includes tools that improve the usability of the system for data scientists, like
the Data Scientist Portal that makes it easy for users to develop, train and run inferencing for Deep Learning
models. The solution pre-installs a set of frameworks and libraries that are necessary for Deep Learning in
addition to all other the software (operating system, drivers, libraries, management utilities, resource manager)
required on a cluster.
This white paper provides comprehensive benchmark performance results and analysis that demonstrate the
potential and usefulness of the proposed solution.
In the future work, the new 32GB V100 GPUs will be evaluated. Also more types of datasets and neural network
models will be benchmarked and analyzed.