Releases: elasticdeeplearning/edl
Releases · elasticdeeplearning/edl
v0.3.1
v0.3.0
Major Features
Add an EDL application: distributed distillation
- Support elastic training with inference type services during training, such as knowledge distillation
- Inference type services are automatically registered through service discovery in EDL
- Knowledge distillation examples in computer vision and natural language processing
And we will release a new version later that automatically adjusts teachers based on traffic.
v0.2.0
Release log
Major Features
- Add EDL launcher to Manage Trainers on one Container.
- Add JobServer and JobClient to simulate a cluster environment and add the tutorial to test with them.
- Add EDL version of Resnet model and it can do EDL training by checkpoint every epoch.
first release of EDL
this is the first release for EDL, just initial release.