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Release Notes

Default Model path

For an experiment to output a model in the Gradient system the resulting model files need to be written to the specified or default model path.

PS_MODEL_PATH

Using the PS_MODEL_PATH environment variable is the easiest way to make sure you are outputting to the correct location.

model_dir = os.path.abspath(os.environ.get('PS_MODEL_PATH'))
#You can also use gradient_sdk:
from gradient_sdk.utils import model_dir

Default paths

Singlenode: --modelPath /artifacts is currently the default for singlenode experiments. Output your model files there to appear in your Model Repository so that you can deploy it using Deployments

Multinode: The default model path for multinode experiments is /storage/models/<experiment_id>/

When in an on-premise/vpc environment, the default model path will be /shared/models/<experiment_id>