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README.md 9279d1873b Add projects 1 년 전
__init__.py 9279d1873b Add projects 1 년 전
hetero_ftl_testsuite.json 9279d1873b Add projects 1 년 전
pipeline-hetero-ftl-communication-efficient.py 9279d1873b Add projects 1 년 전
pipeline-hetero-ftl-encrypted.py 9279d1873b Add projects 1 년 전
pipeline-hetero-ftl-plain.py 9279d1873b Add projects 1 년 전
pipeline-hetero-ftl-with-predict.py 9279d1873b Add projects 1 년 전

README.md

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}