Permalink
Comparing changes
Choose two branches to see what’s changed or to start a new pull request.
If you need to, you can also or
learn more about diff comparisons.
Open a pull request
Create a new pull request by comparing changes across two branches. If you need to, you can also .
Learn more about diff comparisons here.
...
- 16 commits
- 213 files changed
- 3 contributors
Commits on Sep 20, 2023
Commits on Oct 20, 2023
-
feat: FedGFT implementation (#453)
The FedGFT federated learning algorithm uses a custom trainer and aggregator in mode/horizontal due to the modified communication protocol. FedGFT also focusses on minimization of bias in training as well, so we track additional metrics for performance. An example and its results are posted in the examples/compas_fedgft folder.
Commits on Nov 7, 2023
Commits on Nov 8, 2023
-
feat: SCAFFOLD implementation (#454)
The SCAFFOLD aggregation algorithm along with the cifar10_scaffold example is included in this PR. Similar to FedDyn, trainers initially communicate their dataset sizes to the aggregator before the aggregators send the initial weights for the round. Due to differences in the communication protocol, there are separate trainer.py/top_aggregator.py files for SCAFFOLD. Extra functions for counting batches and an extra tasklet for defining self.epochs are also included in the trainer.py for SCAFFOLD. These are used in order to fit the needs of the hyperparameter K.
Commits on Nov 17, 2023
-
To handle CORS properly, nginx ingress configuration is updated. In addition, annotationsNoTls is removed as it is not necessary. In order to disable tls, removing tls block in ingress.yaml files is enough. Thus, the configuration is cleaned up.
Commits on Nov 29, 2023
-
misc: update addlicense file for react app (#464)
License header needs to be added for react app. Its file extensions (js, ts and tsx) are added into addlicense.sh file.
-
feat: tasklet start time (#465)
The metric collector will now also document the start time of tasklets. Along with the runtime of the tasklet, this can be used to produce a diagram that represents the time each tasklet was being executed on a number line.
-
Commits on Nov 30, 2023
-
fix: clear metrics and tasklet alias (#466)
After metrics are reported (usually every round in the save_metrics method) they are cleared. This prevents a metric from being reported more than it should be. Additionally, in order to properly report runtime-related metrics, the alias field was specified on all tasklets.
Commits on Dec 4, 2023
-
docs: remove MacOS from fiab system documentation (#467)
Flame no longer supports MacOS for fiab (flame-in-a-box).
Loading
This comparison is taking too long to generate.
Unfortunately it looks like we can’t render this comparison for you right now. It might be too big, or there might be something weird with your repository.
You can try running this command locally to see the comparison on your machine:
git diff v0.3.0...v0.4.0