Migrating to the TAO Toolkit API from TAO Toolkit 5.3.0

In TAO Toolkit 5.3.0, the TAO Toolkit APIs introduces some breaking changes in the interface that are outlined below.

• Helm chart service name has changed from tao-toolkit-api to nvtl-api

• The nvidia-tao-client command line interface, will be deprecated in the future. The notebooks use nvtl-api as the entrypoint.

• model object in the TAO Toolkit API has been renamed to experiment.

• Handlers are in plural format in the endpoints, datasets, experiments.

  Example:

• Actions are referenced by : instead of / in the URL endpoints.

  Example:

• The dataset upload endpoint has a limit of 250 MB. Anything greater has to be uploaded in cloud and provided as a http link in the pull argument of dataset create endpoint