I'm in the Scalable Algorithms group at Sandia National Labs working on distributed and GPU-accelerated sparse matrix operations.
Reach me at <github username without last two letters>@sandia.gov
.
Self-hosted GPU agent for Azure Piplines with Docker
RUN useradd -ms /bin/bash azp
USER azp
WORKDIR /home/azp
/etc/security/limits.conf
to raise the niceness of that userRUN echo azp soft priority 20 >> /etc/security/limits.conf
To map large graph data into a test environment
--volume
option for static data--runtime
option for CUDApython manager.py [redacted]] https://dev.azure.com/c3srdev amd64-ubuntu1604-cuda100 --volume ~/graph/:/data/graph:PANGOLIN_GRAPH_DIR
testing for nvidia-docker
nvidia-docker looks good
autodetected docker image cwpearson/azp-cuda-agent:amd64-ubuntu1604-cuda102
pulling cwpearson/azp-cuda-agent:amd64-ubuntu1604-cuda102
Traceback (most recent call last):
File "/home/pearson/.local/share/virtualenvs/azure-pipelines-agent-fYRwYNLf/lib/python3.6/site-packages/docker/api/client.py", line 261, in _raise_for_status
response.raise_for_status()
File "/home/pearson/.local/share/virtualenvs/azure-pipelines-agent-fYRwYNLf/lib/python3.6/site-packages/requests/models.py", line 940, in raise_for_status
raise HTTPError(http_error_msg, response=self)
requests.exceptions.HTTPError: 404 Client Error: Not Found for url: http+docker://localhost/v1.35/images/create?tag=amd64-ubuntu1604-cuda102&fromImage=cwpearson%2Fazp-cuda-agent
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "manager.py", line 147, in <module>
client.images.pull(DOCKER_IMAGE)
File "/home/pearson/.local/share/virtualenvs/azure-pipelines-agent-fYRwYNLf/lib/python3.6/site-packages/docker/models/images.py", line 444, in pull
repository, tag=tag, stream=True, **kwargs
File "/home/pearson/.local/share/virtualenvs/azure-pipelines-agent-fYRwYNLf/lib/python3.6/site-packages/docker/api/image.py", line 414, in pull
self._raise_for_status(response)
File "/home/pearson/.local/share/virtualenvs/azure-pipelines-agent-fYRwYNLf/lib/python3.6/site-packages/docker/api/client.py", line 263, in _raise_for_status
raise create_api_error_from_http_exception(e)
File "/home/pearson/.local/share/virtualenvs/azure-pipelines-agent-fYRwYNLf/lib/python3.6/site-packages/docker/errors.py", line 31, in create_api_error_from_http_exception
raise cls(e, response=response, explanation=explanation)
docker.errors.NotFound: 404 Client Error: Not Found ("manifest for cwpearson/azp-cuda-agent:amd64-ubuntu1604-cuda102 not found")
$ docker version
Client: Docker Engine - Community
Version: 19.03.1
API version: 1.39 (downgraded from 1.40)
Go version: go1.12.5
Git commit: 74b1e89
Built: Thu Jul 25 21:21:05 2019
OS/Arch: linux/amd64
Experimental: false
Server: Docker Engine - Community
Engine:
Version: 18.09.7
API version: 1.39 (minimum version 1.12)
Go version: go1.10.8
Git commit: 2d0083d
Built: Thu Jun 27 17:23:02 2019
OS/Arch: linux/amd64
Experimental: false
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