GTC 2020: NVIDIA NGC for Deep Learning, Machine Learning, and HPC

GTC 2020 CWE21722
Presenters: Deep Learning Team,NVIDIA
Meet with NVIDIA experts one-on-one for questions on using GPU-accelerated software from NGC for deep learning, machine learning, and HPC. Ask us about such topics as strategies for using NGC in your workflows; running NGC containers on different platforms; and using pre-trained models and industry SDKs with Docker, Singularity, and Kubernetes.

Who would benefit: Data scientist, developers, devops, system admins supporting DL, ML, data analytics, and HPC workloads

Here are just a few topics we will cover. Feel free to bring your questions to the session:

• Getting started with AI
• Best practices to train, infer, and deploy AI solutions
• Utilizing pre-trained models for NLP, TTS, Recommender and more
• Running NGC software on-premeses, cloud, and edge with Kubernetes
• Deploying DL frameworks and HPC app containers in Singularity
• Building performant and lean containers with NVIDIA tools
• Maximizing application performance and running applications at scale

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