~/talk

End to end AI developer journey with containerized assets using Intel DevCatalog, Intel DevCloud

Talkat DockerCon 2022 · 2022-05-09..05-10· [machine-learning, cloud-infrastructure]
slides:none on file

Shows how to grab containerized AI assets from DevCatalog and run, build and benchmark them on Intel DevCloud using a browser-based container playground with JupyterLab, Git and Docker registry import. Demonstrates a people-counter image (197 FPS, 7018 ms latency reported) and an intelligent-traffic-management stack (three containers: app, InfluxDB, Grafana) deployed to selectable Intel CPUs/GPUs/VPUs/FPGA, and explains queueing, telemetry export and OpenVINO integration.

AI-written summary · about

  1. 0:00Start
  2. 10:08Access the Dev Cloud
  3. 12:49Git Repository
  4. 25:59Intel Developer Catalog
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