# Stephan Fabel — Efficient Supercomputing with NVIDIA's Base Command Platform

Page: https://stenobird.com/podcast/gradient-dissent/stephan-fabel-efficient-supercomputing-with-nvidia-s-base-command-platform
Text version: https://stenobird.com/podcast/gradient-dissent/stephan-fabel-efficient-supercomputing-with-nvidia-s-base-command-platform.md
Podcast: [Gradient Dissent: Conversations on AI](https://stenobird.com/podcast/gradient-dissent)
Published: 2022-01-06T12:00:00+00:00
Episode link: https://wandb.ai/site/resources/podcast
Audio file: https://podcasts.captivate.fm/media/55f01816-f0da-4974-a64d-57b472f0e15b/gd-stephan-fabel-v3.mp3
Processing state: failed
JSON: https://stenobird.com/v1/public/podcasts/gradient-dissent/episodes/stephan-fabel-efficient-supercomputing-with-nvidia-s-base-command-platform
Duration seconds: 3121

## Resource

Stephan Fabel is Senior Director of Infrastructure Systems & Software at NVIDIA, where he works on Base Command, a software platform to coordinate access to NVIDIA's DGX SuperPOD infrastructure. Lukas and Stephan talk about why having a supercomputer is one thing but using it effectively is another, why a deeper understanding of hardware on the practitioner level is becoming more advantageous, and which areas of the ML tech stack NVIDIA is looking to expand into. The complete show notes (transcript and links) can be found here: http://wandb.me/gd-stephan-fabel --- Timestamps: 0:00 Intro 1:09 NVIDIA Base Command and DGX SuperPOD 10:33 The challenges of multi-node processing at scale 18:35 Why it's hard to use a supercomputer effectively 25:14 The advantages of de-abstracting hardware 29:09 Understanding Base Command's product-market fit 36:59 Data center infrastructure as a value center 42:13 Base Command's role in tech stacks 47:16 Why crowdsourcing is underrated 49:24 The challenges of scaling beyond a POC 51:39 Outro --- Subscribe and listen to our podcast today! 👉 Apple Podcasts: http://wandb.me/apple-podcasts​​ 👉 Google Podcasts: http://wandb.me/google-podcasts​ 👉 Spotify: http://wandb.me/spotify​

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/gradient-dissent/episodes/stephan-fabel-efficient-supercomputing-with-nvidia-s-base-command-platform/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/gradient-dissent/stephan-fabel-efficient-supercomputing-with-nvidia-s-base-command-platform.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.