FateWithShellmiaoComment/Fate/examples/dsl/v2/hetero_ftl

Hetero FTL Configuration Usage Guide.

Example Tasks.

1. Plain Mode:

   example-data:

   (1) guest: nus_wide_train_guest.csv;nus_wide_validate_guest.csv

   (2) host: nus_wide_train_host.csv;nus_wide_validate_host.csv

   dsl: test_ftl_dsl.json

   runtime_config: test_ftl_conf.json

2. Predict:

   example-data:

   (1) guest: nus_wide_train_guest.csv;nus_wide_validate_guest.csv

   (2) host: nus_wide_train_host.csv;nus_wide_validate_host.csv

   dsl: test_ftl_dsl.json

   runtime_config: test_ftl_predict.json

3. Encrypted Mode:

   example-data:

   (1) guest: nus_wide_train_guest.csv;nus_wide_validate_guest.csv

   (2) host: nus_wide_train_host.csv;nus_wide_validate_host.csv

   dsl: test_ftl_dsl.json

   runtime_config: test_ftl_encrypted_conf.json

4. Communication-Efficient:

   example-data:

   (1) guest: nus_wide_train_guest.csv;nus_wide_validate_guest.csv

   (2) host: nus_wide_train_host.csv;nus_wide_validate_host.csv

   dsl: test_ftl_dsl.json

   runtime_config: test_ftl_comm_eff_conf.json

Users can use following commands to run a task.

flow job submit -c ${runtime_config} -d ${dsl}

Moreover, after successfully running the training task, you can use it to predict too.