GitLab

* update

* dev-tf-master

* fix bugs

* fix bugs

* remove unnecessary lines

* dev oneshot and darts

* dev nas

* dev enas and oneshot

* dev enas and oneshot

* dev enas and oneshot

* dev oneshot and enas

* dev oneshot

* add ut

* add docstring

* add docstring

* fix

* resolve comments by changing docstring

* resolve comments

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* update default value of metis tuner

* fix broken link in CommunitySharings

* update docs about nested search space

* update docs

* rename cascding to nested

* fix broken link

* update

* update issue link

* fix typo

* update evaluate parameters from GMM

* refine code

* fix optimized mode bug

* update import warning

* update warning

* update optimized mode

* Refactor multiphase interface

* Implement multiphase on PAI

* update multiphase doc

update searchspace_generator, add example, update NAS example

* fix bugs

* fix bug

* Dev nas interface -- document (#1049)

* nas interface doc

* Dev nas compile -- code generator (#1067)

* finish code for parsing mutable_layers annotation and testcode

* Dev nas interface -- update figures (#1070)

 update figs

* update searchspace_generator (#1071)

* GeneralNasInterfaces.md: Fix a typo (#1079)
Signed-off-by: Ce Gao <gaoce@caicloud.io>

* add NAS example and fix bugs (#1083)

update searchspace_generator, add example, update NAS example

* fix bugs (#1108)

* Remove NAS example (#1116)

 remove example

* update (#1119)

* Dev nas interface2 (#1121)

update doc

* Fix comment for pr of nas (#1122)

 resolve comment

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* update default value of metis tuner

* update randint to quniform

* update metis

* update doc about chosen value

* update util

* update smac/bohb/hyperband

* update

* optimize the code

* New translations RELEASE.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations NNICTLDOC.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations multiPhase.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations multiPhase.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations NNICTLDOC.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations NASComparison.md (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations HPOComparison.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations NASComparison.md (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations HPOComparison.md (Chinese Simplified)

* New translations HPOComparison.md (Chinese Simplified)

* New translations HPOComparison.md (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations HowToImplementTrainingService.md (Chinese Simplified)

* New translations LocalMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations tuners.rst (Chinese Simplified)

* New translations AnnotationSpec.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations Overview.md (Chinese Simplified)

* New translations KubeflowMode.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations FrameworkControllerMode.md (Chinese Simplified)

* New translations ExperimentConfig.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations training_services.rst (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations assessors.rst (Chinese Simplified)

* New translations advanced.rst (Chinese Simplified)

* New translations Trials.md (Chinese Simplified)

* New translations RemoteMachineMode.md (Chinese Simplified)

* New translations AdvancedNas.md (Chinese Simplified)

* New translations SmacTuner.md (Chinese Simplified)

* New translations BohbAdvisor.md (Chinese Simplified)

* New translations HpoComparison.md (Chinese Simplified)

* New translations NasComparison.md (Chinese Simplified)

* New translations NetworkmorphismTuner.md (Chinese Simplified)

* New translations builtin_tuner.rst (Chinese Simplified)

* New translations MetisTuner.md (Chinese Simplified)

* New translations MedianstopAssessor.md (Chinese Simplified)

* New translations HyperoptTuner.md (Chinese Simplified)

* New translations HyperbandAdvisor.md (Chinese Simplified)

* New translations GridsearchTuner.md (Chinese Simplified)

* New translations EvolutionTuner.md (Chinese Simplified)

* New translations CurvefittingAssessor.md (Chinese Simplified)

* New translations builtin_assessor.rst (Chinese Simplified)

* New translations examples.rst (Chinese Simplified)

* New translations BatchTuner.md (Chinese Simplified)

* New translations Nnictl.md (Chinese Simplified)

* New translations CustomizeTuner.md (Chinese Simplified)

* New translations CustomizeAssessor.md (Chinese Simplified)

* New translations CustomizeAdvisor.md (Chinese Simplified)

* New translations contribution.rst (Chinese Simplified)

* New translations Contributing.md (Chinese Simplified)

* New translations BuiltinTuner.md (Chinese Simplified)

* New translations BuiltinAssessors.md (Chinese Simplified)

* New translations PaiMode.md (Chinese Simplified)

* New translations Release.md (Chinese Simplified)

* New translations Cifar10Examples.md (Chinese Simplified)

* New translations SklearnExamples.md (Chinese Simplified)

* New translations MultiPhase.md (Chinese Simplified)

* New translations MnistExamples.md (Chinese Simplified)

* New translations GbdtExample.md (Chinese Simplified)

* New translations reference.rst (Chinese Simplified)

* New translations tutorials.rst (Chinese Simplified)

* New translations SetupNniDeveloperEnvironment.md (Chinese Simplified)

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations SquadEvolutionExamples.md (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations RecommendersSvd.md (Chinese Simplified)

* New translations automl_practice_sharing.rst (Chinese Simplified)

* New translations community_sharings.rst (Chinese Simplified)

* New translations nni_practice_sharing.rst (Chinese Simplified)

* New translations advanced.rst (Chinese Simplified)

* New translations community_sharings.rst (Chinese Simplified)

* New translations automl_practice_sharing.rst (Chinese Simplified)

* New translations RecommendersSvd.md (Chinese Simplified)

* New translations examples.rst (Chinese Simplified)

* New translations builtin_tuner.rst (Chinese Simplified)

* New translations builtin_assessor.rst (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations BohbAdvisor.md (Chinese Simplified)

* New translations HowToImplementTrainingService.md (Chinese Simplified)

* New translations LocalMode.md (Chinese Simplified)

* New translations tuners.rst (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations assessors.rst (Chinese Simplified)

* New translations Trials.md (Chinese Simplified)

* New translations Contributing.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations contribution.rst (Chinese Simplified)

* New translations CustomizeTuner.md (Chinese Simplified)

* New translations ExperimentConfig.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations FrameworkControllerMode.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations KubeflowMode.md (Chinese Simplified)

* New translations SetupNniDeveloperEnvironment.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations Release.md (Chinese Simplified)

* New translations reference.rst (Chinese Simplified)

* New translations RemoteMachineMode.md (Chinese Simplified)

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations nni_practice_sharing.rst (Chinese Simplified)

* New translations WindowsLocalMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations Release.md (Chinese Simplified)

* New translations HpoComparison.md (Chinese Simplified)

* New translations NasComparison.md (Chinese Simplified)

* New translations HpoComparison.md (Chinese Simplified)

* New translations NasComparison.md (Chinese Simplified)

* New translations NasComparison.md (Chinese Simplified)

* update names

* Delete AdvancedNAS.md

* Delete SetupNNIDeveloperEnvironment.md

* Delete bohbAdvisor.md

* Delete CONTRIBUTING.md

* Delete RELEASE.md

* Delete Contribution.rst

* Delete Examples.rst

* Delete Reference.rst

* Revert "update names"

This reverts commit 72489e34ce8f4edad776f68bb785d33502e162a1.

* remove renamed files

* New translations MnistExamples.md (Chinese Simplified)

* New translations LocalMode.md (Chinese Simplified)

* New translations BatchTuner.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations HpoComparison.md (Chinese Simplified)

* New translations LocalMode.md (Chinese Simplified)

* New translations Release.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations advanced.rst (Chinese Simplified)

* Delete batchTuner.md

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations RecommendersSvd.md (Chinese Simplified)

* New translations RecommendersSvd.md (Chinese Simplified)

* New translations RecommendersSvd.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations BuiltinTuner.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations community_sharings.rst (Chinese Simplified)

* New translations nni_practice_sharing.rst (Chinese Simplified)

* New translations BuiltinTuner.md (Chinese Simplified)

* New translations community_sharings.rst (Chinese Simplified)

* New translations BuiltinTuner.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations RemoteMachineMode.md (Chinese Simplified)

* New translations NniOnWindows.md (Chinese Simplified)

* New translations WebUI.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations NniOnWindows.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations WebUI.md (Chinese Simplified)

* New translations RemoteMachineMode.md (Chinese Simplified)

* remove useless files

experiment resume

fix smac import data

* add different tuner config files for config_test

* change MetisTuner config test due to no lightgbm python module in integration test

* install smac package in azure-pipelines

* SMAC need swig to be installed

* Try to install swig from source code

* remove SMAC test because the dependency can not be installed

* use sudo to install the swig

* sleep 10s to make sure the port has been released

* remove tuner test for networkmorphism because it uses more than 30s to release the tcp port

* word "down" to "done"

* add config test for Curvefitting assessor

* change file name

* Fix data type not match bug

* Optimize MetisTunner

* pretty the code

* Follow the review comment

* add exploration probability

* Avoid None type object generating

* fix nnictl log trial bug

* rollback chinese doc

* add argument 'experiment' to parser_log_trial and parser_trial_kill

* update doc

* add NASComparison for ResearchBlog

* Fix format of table

* update doc and add index to toctree

* Update NASComparison.md

Slightly change.

* Update NASComparison.md

Add http links in toctree

* Move ResearchBlog to bottom

move ResearchBlog to bottom

* Follow the review comments

* change the file structure

* add utils

* slight change

* Remove unrelated files

* add doc in SearchSpaceSpec.md and add config test for nested search space

* add unittest

* add unittest for hyperopt_tuner

* update as comment

* Update SearchSpaceSepc doc

* Delete unnecessary space change and correct a mistake

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* update default value of metis tuner

fix bug in import data function

Handling import data in Tuner/Advisor

* Refactoring environment variables

Catch IndexError

add BOHB Advisor

create utils.py, put extract_scalar_reward to it and remove others

remove return True

* enable tuner to aware trial ending

* fix docstring

* update hyperband

* change STEP to TRIAL_BUDGET

* modify the function of n r

* fix typo

* udpate structure

* Fix parameter size calculation error

* add how to save and  load model

* Update networkmorphismTuner.md

* Fix Metis bug

remove unexpected logger

* Increase 'alpha' parameter

Increase 'alpha' parameter of your GaussianProcessRegressor to make sure a positive definite matrix

* Increase 'alpha' parameter

Increase 'alpha' parameter of your GaussianProcessRegressor to make sure a positive definite matrix

* Increase the probability from 0.1 to 0.9

Increase the probability from 0.1 to 0.9 to select from next config

* Update metis_tuner.py

Use local name instead of global name

* fix bug in smac search space convert

* update docstring

* Fix bug: incorrect number of trial jobs in hyperband

* update readme in ga_squad

* update readme

* fix typo

* Update README.md

* Update README.md

* Update README.md

* update readme

* update

* fix path

* update reference

* fix bug in config file

* update nni_arch_overview.png

* update

* update

* update

* update home page

* fix issue: #902, random parameter

* update doc about random

* change Random tuner test

* update metric_test for Random tuner

* update random config in test

* update Evolution_SQuAD doc

* Fix hyperband command queues

1. Route tuner and assessor commands to 2 seperate queues  issue #841
2. Allow tuner to leverage intermediate result when trial is early stopped.  issue #843

* fix remote bug

* add document

* add document

* fix remote issue

* fix forEach

* update doc according to comments

* remove 'any more'

* set nniManager.log and dispatcher.log time format to local time

* add epsilon

* add epsilon for ceil

* fix annotation, resolve annotation's key err bug, refactor the design