FateWithShellmiaoComment/Fate/examples/pipeline/hetero_nn

Hetero Neural Network Pipeline Example Usage Guide.

Example Tasks

This section introduces the Pipeline scripts for different types of tasks.

1. Binary Train Task:

script: pipeline-hetero-nn-train-binary.py

1. Multi-label Train Task:

script: pipeline-hetero-nn-train-multi.py

1. Train Task With Early Stopping Strategy:

script: pipeline-hetero-nn-train-with-early-stopping.py

1. Train Task With Selective BackPropagation Strategy:

script: pipeline-hetero-nn-train-binary-selective-bp.py

1. Train Task With Interactive Layer DropOut Strategy:

script: pipeline-hetero-nn-train-binary-drop-out.py

1. Train Task With Floating Point Precision Optimization:

script: pipeline-hetero-nn-train-binary-floating_point_precision.py

1. Train Task With Warm Start:

script: pipeline-hetero-nn-train-with-warm_start.py

1. Train Task With CheckPoint:

script: pipeline-hetero-nn-train-with-check-point.py

Users can run a pipeline job directly:

python ${pipeline_script}