Unverified Commit a647a6c8 authored by fishyds's avatar fishyds Committed by GitHub
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Update NNI v0.2 release notes (#132)

Update NNI v0.2 release notes
parent bae7e025
# Release 0.2.0 - 9/29/2018
## Major Features
* Support for [OpenPAI](https://github.com/Microsoft/pai) (aka pai) Training Service
* Support training services on pai mode. NNI trials will be scheduled to run on OpenPAI cluster
* NNI trial's output (including logs and model file) will be copied to OpenPAI HDFS for further debugging and checking
* Support [SMAC](https://www.cs.ubc.ca/~hutter/papers/10-TR-SMAC.pdf) tuner
* [SMAC](https://www.cs.ubc.ca/~hutter/papers/10-TR-SMAC.pdf) is based on Sequential Model-Based Optimization (SMBO). It adapts the most prominent previously used model class (Gaussian stochastic process models) and introduces the model class of random forests to SMBO to handle categorical parameters. The SMAC supported by NNI is a wrapper on [SMAC3](https://github.com/automl/SMAC3)
* Support NNI installation on [conda](https://conda.io/docs/index.html) and python virtual environment
* Others
* Update ga squad example and related documentation
* WebUI UX small enhancement and bug fix
## Known Issues
[Known Issues in release 0.2.0](https://github.com/Microsoft/nni/labels/nni020knownissues).
# Release 0.1.0 - 9/10/2018 (initial release) # Release 0.1.0 - 9/10/2018 (initial release)
Initial release of Neural Network Intelligence (NNI). Initial release of Neural Network Intelligence (NNI).
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