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Deployment

Synapse is deployed using Docker images and NERSC services.

Build the dashboard image

From the repository root, build the image defined in {repo}dashboard.Dockerfile:

docker build --platform linux/amd64 --output type=image,oci-mediatypes=true -t synapse-gui -f dashboard.Dockerfile .

Build the ML image

From the repository root, build the image defined in {repo}ml.Dockerfile:

docker build --platform linux/amd64 --output type=image,oci-mediatypes=true -t synapse-ml -f ml.Dockerfile .

The two build commands differ only by image tag and Dockerfile.

Publish both images

{repo}publish_container.py builds and pushes both images:

python publish_container.py --gui --ml

NERSC deployment assumptions

  • Dashboard runs on Spin.
  • Training and simulations run on Perlmutter through Superfacility API.
  • Images are pushed to registry.nersc.gov/m558/superfacility.
  • Before publishing, validate the images locally.