README.md 559 B

Hetero Federated Transfer Learning Pipeline Example Usage Guide.

Example Tasks

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

  1. Train Plain FTL Task:

    script: pipeline-hetero-ftl-plain.py

  2. Train FTL with prediction:

    script: pipeline-hetero-ftl-with-predict.py

  3. Train Encrypted FTL:

    script: pipeline-hetero-ftl-encrypted.py

  4. Train FTL with communication efficient:

    script: pipeline-hetero-ftl-communication-efficient.py

Users can run a pipeline job directly:

python ${pipeline_script}