GPU on Kubernetes for Machine Learning Workloads - Githubissues

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GPU on Kubernetes for Machine Learning Workloads #2

Closed eufat closed 5 years ago

eufat commented 5 years ago

This topic will discuss:

What is a "GPU" and on what case to use it
How to use GPU on container (e.g. Docker)
History of Device Plugins API
Bin-packing multiple workloads (pods) on single GPU
Example with GKE and NVIDIA GPU
Current hurdles to overcome

eufat commented 5 years ago

Done, here is the following materials: Slides: https://docs.google.com/presentation/d/1a0gMSbMh4q_qZDhdO7pW-z-JqrOP5KpIZayPRM6fxsg/edit?usp=sharing Examples: https://github.com/eufat/presentasi-k8s