RGN 27 - RAPIDS Docker Run Command Changes in v22.04
Author | RAPIDS Ops |
Status | Completed |
Topic | Docker Run Command Change |
RAPIDS Version | v22.04+ |
Created | 08 June 2022 |
Updated | 05 September 2023 |
Overview
As we expand out further across platforms and GPU architectures, we have
recently identified and updated the RAPIDS docker run with additional
parameters to provide a more stable way to run Multi Node/Multi GPU (MNMG).
The new parameters are --shm-size=1g --ulimit memlock=-1
. This change is
currently in the RAPIDS Release Selector and will soon be updated in all
docker instructions. We advise everyone to adopt these additional
parameters for when running RAPIDS on Docker, especially if you’re running
RAPIDS on ARM SBSA
with MNMG.
Status
- 2022-06-08 - This change is currently in the RAPIDS Release Selector
Impact
Refer to the examples below for a comparison of old
& new
docker run commands:
Example Old Docker Run Command
docker run --gpus all --rm -it \
-p 8888:8888 -p 8787:8787 -p 8786:8786 \
rapidsai/rapidsai-core-arm64:22.06-cuda11.5-runtime-ubuntu20.04-py3.9
Example New Docker Run Command
docker run --gpus all --rm -it \
--shm-size=1g --ulimit memlock=-1 \
-p 8888:8888 -p 8787:8787 -p 8786:8786 \
rapidsai/rapidsai-core-arm64:22.06-cuda11.5-runtime-ubuntu20.04-py3.9