Published October 21, 2022
| Version v0.7.0
Software
Open
HybridBackend
Creators
Description
Objectives:
- Memory-efficient loading of categorical data
- GPU-efficient orchestration of embedding layers
- Communication-efficient training and evaluation at scale
- Easy to use with existing AI workflows
Features:
Performance
- Support of automatic embedding fusion on PAI DLC / PAI DSW
- Support of data transfer prefetching
Usability
- Support of
embedding_lookup_*API - Support of Keras Model API
- Support direct pip install via Pypi
- Support of
Notes
Please cite HybridBackend in your publications if it helps
Files
alibaba/HybridBackend-v0.7.0.zip
Files
(1.3 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:1af6b44d5e84daaf8d6ff76fb49667cb
|
1.3 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/alibaba/HybridBackend/tree/v0.7.0 (URL)