Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merlin inference container size too big #90

Closed
sohn21c opened this issue Jan 19, 2022 · 4 comments · Fixed by #100
Closed

Merlin inference container size too big #90

sohn21c opened this issue Jan 19, 2022 · 4 comments · Fixed by #100
Assignees

Comments

@sohn21c
Copy link

sohn21c commented Jan 19, 2022

Merlin inference container size, when built per https://github.com/NVIDIA-Merlin/Merlin/blob/main/docker/dockerfile.tri, is ~20GB which is big where some cloud services require container size to be limited under 10 or 15GB. A potential resolution could be to create inference containers for different framework using tf2, pyt triton base image instead of triton-py3 that contains all of backends i.e. Tensorflow, PyTorch, TensorRT, ONNX and OpenVINO.

@kylemcmearty
Copy link

@sohn21c Which cloud provider did you try this on?
Looks like Azure is 15 GB like you mentioned.

@sohn21c
Copy link
Author

sohn21c commented Feb 8, 2022

@kmcmearty GCP

@rnyak
Copy link
Contributor

rnyak commented Feb 9, 2022

@albert17 @jperez999 for viz.

@albert17 albert17 linked a pull request Feb 10, 2022 that will close this issue
@albert17
Copy link
Contributor

@kmcmearty @sohn21c Working on fixing this. Created a PR

@albert17 albert17 self-assigned this Feb 14, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging a pull request may close this issue.

4 participants