v1.3.0

A huge version update of FedLab. We further upgrade the APIs to better craft the FL simulation tasks. The updates can be broadly summarized as follows:

• Better source code file structure.
• Better README and tutorials.
• Unified abstract class interface, supporting plug-in usage of trainer and handler.
• Reproductions of the baseline algorithm are well built in fedlab.contrib.
• Built-in dataset partition tools.
• More examples.
• ...

v1.2.1 (fix bugs in v1.2.0)

Fixed typing errors in the old python version.

v1.2.0

The new version refactored the code and provided a more convenient FL interface.
Please see our docs and source codes.

v1.1.5 (fix bugs in v1.1.4)

New feature:

1. Support Dockerfile deployment;
2. Better code organization structure;
3. Better communication APIs:

• Move p2p communication APIs "send and recv" into class DistNetwork;
• Package accepts any-shape tensors now (Only vectorized tensors are accepted in the previous version);
• Add communication volume information;

v1.1.2

New Features：

1. Three stage communication manager: setup, communication, shutdown.
2. More flexible torch data type check.
3. More data partition strategy.

v1.1.1

New feature:

1. DataPartitioner. More data partition strategy.
2. ModelMaintainer. Better class inheritance.
3. Compressor. New communication compressor group. Currently only topk available, BUT more are coming.

v1.1.0

New feature.

1. Add more general setup agreements for Managers: ServerManager can get the local client number automatically.
2. Update Manager Abstract Class inheritance.
3. Two map modes of Coordinator are finished for different local data partition strategies.
4. Accmulator was added but untested yet. (More graceful implementation is comming.)

v1.0.1-beta

Stable version of FedLab

Move standard implementation into https://github.com/SMILELab-FL/FedLab-benchmarks.
Add scale module.

Alpha version of FedLab.

Alpha version of FedLab.