Federated plugin for histogram. #10534

trivialfis · 2024-07-02T20:31:20Z

Rebased version #10410 . After all the extracted PRs, this PR:

Split up the histogram builder into policies, one for normal build, and another for encrypted build.
Each policy is responsible for both sample split and column split.
Federated learning without encryption is handled by the normal build.

Move it out. Note. Fix.

trivialfis · 2024-07-15T18:23:30Z

cc @rongou This is ready for review now.

trivialfis mentioned this pull request Jul 3, 2024

[fed] Provide the initial federated plugin interface. #10540

Merged

trivialfis force-pushed the federated-plugin branch from 151c1c2 to 0b15971 Compare July 4, 2024 07:57

trivialfis mentioned this pull request Jul 4, 2024

[fed] Replace secure split with query in coll. #10542

Merged

trivialfis force-pushed the federated-plugin branch from 0b15971 to ab7451c Compare July 10, 2024 14:59

trivialfis mentioned this pull request Jul 10, 2024

[fed] Broadcast gradient. #10565

Merged

trivialfis force-pushed the federated-plugin branch 3 times, most recently from 296a941 to 0f28301 Compare July 15, 2024 07:52

[fed] Add federated plugin.

638e9fa

Move it out. Note. Fix.

trivialfis force-pushed the federated-plugin branch from 0f28301 to 638e9fa Compare July 15, 2024 12:29

trivialfis added 8 commits July 15, 2024 20:31

Rebase.

fb45889

Partial fix for CTK 12.5

659991d

Fix.

fb433cb

Fix.

c27c054

Extract.

34c8ed9

cleanup.

30a37cf

Cleanup.

4c21c7a

Cleanup.

abe5a3d

trivialfis changed the title ~~[WIP] Federated plugin~~ Federated plugin for histogram. Jul 15, 2024

Lint.

3b5b2d9

trivialfis marked this pull request as ready for review July 15, 2024 18:23

rongou approved these changes Jul 15, 2024

View reviewed changes

trivialfis merged commit 78e4533 into dmlc:federated-secure Jul 15, 2024
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trivialfis deleted the federated-plugin branch July 15, 2024 20:44

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