ROADMAP.md

2020-03 Release 0.2.0

Elastic Inference

• Release features for inference with paddle serving on EDL

Elastic Training with Checkpoint

• Release features for training with paddlepaddle based on checkpoint
• Verify the correctness of at least one training task.

Release 0.2.0

• Official release 0.2.0 with features of Elastic Inference and Checkpoint based Elastic Training

2020-06 Release 0.3.0

EDL High Level API Design

• Support User defined Training Data and Parameter Adaptation API
• A user can define what to adapt when computing resources are adjusted

Release Verified Model Training Scripts based on EDL API

• NLP models and CV models trained based on GPU will be verified. Bert/Ernie and Resnet50 for classification will be considered currently.

Release 0.3.0

• Features above will be released

2020-09 Release 0.4.0

Online Training

• Support Elastic Online Training Solution with resources allocated dynamically along the training timeline
• Recommendation scenarios should be considered on high priority, verified model will be released

EDL API upgraded

Update EDL API to support online elastic deep learning

Release 0.4.0

• Features above will be released

2020-12

• More Application on EDL
• More machine learning tools integrated.