Download Model

Download Model

cengine pipeline model <pipeline_id> --output_path /path/to/empty/dir/

This will download the model to the specified directory, as a Tensorflow Saved Model.

Tensorflow Version

All models are trained and exported with Tensorflow 2.1.0.

What about the pre-processing?

All the pre-processing that you defined in the preprocessing key is natively embedded into the model itself (with the exception of sequential transformations - see below). This means that the SavedModel itself can handle completely raw data by itself.

warning

For now, sequential preprocessing like forward_filling and anything defined in the timeseries key is NOT embedded into the model. To serve these models in production, please ensure that the data is in preprocessed with the same steps outlined in the pipeline.