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Update NNI v0.2 release notes #132

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9a8ac16
PAI Training service implementation, v1
Sep 19, 2018
8983045
update trial package directory in setup.py
Sep 19, 2018
248d0eb
Update setup.py package info
Sep 19, 2018
43fca76
Update trial keeper module, use IP adress for pai training service ma…
Sep 20, 2018
4fe49de
Update metrics file path in reader
Sep 20, 2018
66a54e1
Fix metrics file path issue
Sep 21, 2018
65709d3
Update pai integration, full implementation of pai training service
Sep 21, 2018
c1a3d34
Do not send metrics if it is empty
Sep 21, 2018
232d0e8
Update nnictl, to support pai configuration
Sep 21, 2018
a5d4a20
fix repo
Sep 24, 2018
cd64e5f
add hdfs_output_dir
Sep 24, 2018
889e066
add copy logic
Sep 24, 2018
de9c374
debug
Sep 24, 2018
e98b0ac
update hdfsUtility
Sep 24, 2018
272411a
debug
Sep 24, 2018
4cba4d1
debug
Sep 24, 2018
45d1031
fix setup.py bug
Sep 24, 2018
e63ffc0
fix bug
Sep 24, 2018
954d640
debug
Sep 24, 2018
0410d05
debug
Sep 24, 2018
e3788d2
add exception handler
Sep 25, 2018
793cbf1
fix bug
Sep 25, 2018
b14c108
debug
Sep 25, 2018
0ae9f6d
fix bug
Sep 25, 2018
5938310
fix bug
Sep 25, 2018
c756188
fix bug
Sep 25, 2018
b6ce813
split metrics into single line, and read metrics no matter if subproc…
Sep 25, 2018
dc0f96b
add unit test for hdfsClientUtility
Sep 25, 2018
55b6e08
fix bug
Sep 25, 2018
2529376
Add experiment id in update metrics url to differ trials
Sep 25, 2018
0f7d40c
add default outputdir
Sep 25, 2018
43d7ab7
update
Sep 25, 2018
9c53f47
fix trial_keeper
Sep 25, 2018
beac29c
fix bug
Sep 25, 2018
c54ad7a
add default value for nnioutputdir
Sep 25, 2018
c214362
fix bug
Sep 25, 2018
60bf770
remove unused code
Sep 25, 2018
fad2ba3
PAI Training service implementation, v1 (#1)
yds05 Sep 25, 2018
7f06762
fix conflict
Sep 25, 2018
aa4f306
fix conflict
Sep 25, 2018
45c9600
fix conflict
Sep 25, 2018
24dd1b6
Remove unused import and paiTrialConfig file
Sep 25, 2018
84d278c
Merge branch 'master' into dev-pai
yds05 Sep 25, 2018
9febbd3
Merge pull request #3 from yds05/dev-pai
yds05 Sep 25, 2018
7a43c54
fix conflict
Sep 25, 2018
3e0cce2
refactor code
Sep 26, 2018
ef1eaf8
fix comments
Sep 26, 2018
7f9baea
fix comment
Sep 26, 2018
4af5c60
Implement cancel job API for pai training service
Sep 26, 2018
eb548cf
fix default value for outputDir
Sep 26, 2018
4d24e87
fix comments
Sep 26, 2018
6325bd3
Merge pull request #4 from yds05/dev-pai-desy
yds05 Sep 26, 2018
1db913c
Merge pull request #2 from yds05/dev-pai-t-shya2
SparkSnail Sep 26, 2018
5487975
Merge branch 'master' of https://github.com/Microsoft/nni into Micros…
Sep 26, 2018
88b1876
Merge branch 'Microsoft-master'
Sep 26, 2018
90c9e69
Merge pull request #6 from yds05/master
SparkSnail Sep 26, 2018
b714a8f
fix pip install to master
Sep 26, 2018
b6a233a
change pip install branch in paiData.ts
Sep 27, 2018
9511174
fix conflict
Sep 27, 2018
52b1cc8
fix log path
Sep 27, 2018
76bd378
fix conflict
Sep 27, 2018
c27d146
add logpath logic
Sep 27, 2018
449a4f3
add log path
Sep 27, 2018
1d9f23e
refactor schema
Sep 27, 2018
aa552c0
Fix bug that all trials use the same hdfs log path
Sep 27, 2018
9edfb34
Merge pull request #7 from yds05/dev-pai-t-shya2
yds05 Sep 27, 2018
cb46266
Update PAI training service PR comments
Sep 27, 2018
f09a651
Remove unused nnits-tool in uninstallation
Sep 27, 2018
94c92c3
Remove unused trianing_service_tool package in setup.py
Sep 27, 2018
2eca5d9
Update setup.py version to 0.2.0
Sep 27, 2018
717856e
Change pip install repo to Microsoft/nni
Sep 27, 2018
c32cd52
Update NNI v0.2 release notes
Sep 27, 2018
a549a16
Merge pull request #8 from Microsoft/master
yds05 Sep 27, 2018
76c10e8
Fix typo based on PR comments
Sep 27, 2018
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15 changes: 15 additions & 0 deletions docs/RELEASE.md
Original file line number Diff line number Diff line change
@@ -1,3 +1,18 @@
# 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)

Initial release of Neural Network Intelligence (NNI).
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