Release 1.6 - 5/26/2020
Major Features
New Features and improvement
- support
__version__for SDK version - support windows dev install
- Improve IPC limitation to 100W
- improve code storage upload logic among trials in non-local platform
HPO Updates
- Improve PBT on failure handling and support experiment resume for PBT
NAS Updates
- NAS support for TensorFlow 2.0 (preview) TF2.0 NAS examples
- Use OrderedDict for LayerChoice
- Prettify the format of export
- Replace layer choice with selected module after applied fixed architecture
Model Compression Updates
- Model compression PyTorch 1.4 support
Training Service Updates
- update pai yaml merge logic
- support windows as remote machine in remote mode Remote Mode
Web UI new supports or improvements
- Show trial error message
- finalize homepage layout
- Refactor overview's best trials module
- Remove multiphase from webui
- add tooltip for trial concurrency in the overview page
- Show top trials for hyper-parameter graph
Bug Fix
- fix dev install
- SPOS example crash when the checkpoints do not have state_dict
- Fix table sort issue when experiment had failed trial
- Support multi python env (conda, pyenv etc)