GitLab

* udpate structure

* Fix parameter size calculation error

* add how to save and  load model

* Update networkmorphismTuner.md

update version number

* 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

* Add output_dir in trial's doc

* 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 typo

[WebUI] Default metric is latest or final result, !local, show trial log hyperlink or address (#913)

* Add intermediate column

* update

* show trial log link or address

* fix some comments

* update

* 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

* add metis as config choice

* 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

* Optimize job query performance

* 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

If user set remoteloggingType in config file, log content will not be transmitted from trialkeeper

There is one kind of version string like 'v0.5.2-gews11f', it is generated by installing from source code.
In current trialKeeper, use exact version match, and this version string will cause code break in msranni/nni image, because our offical image use clean number version.
Change the logic to fuzzy match, only match the main number of nni.

* fix remote bug

* add document

* add document

* update

* update

* update

* update

* fix remote issue

* fix forEach

* update doc according to comments

* update

* update

* update

* remove 'any more'

* init

* add overview

* add picture

* add trialkeeper.jpb

* first version

* update

* add reference in Reference.rst

* update doc according to comments

* update doc according to comments

* fix comments

* [WebUI] Add intermediate result and optimize hyper-parameter graph

* update

* fix comment

Wrong spell in INFO log.

In nnictl, we support debug mode from config file and --debug.
If users does not set debug: true in config, nnictl will use --debug value.

* fix installation

* Add virtual cluster configuration for PAI IT

check nni version in trialkeeper, to make sure the version of trialkeeper is consistent with trainingService
add a debug mode in config file

dropout_rate should be in range [0, 1]

* New translations cifar10_examples.md (Chinese Simplified)

* New translations assessors.rst (Chinese Simplified)

* New translations advanced.rst (Chinese Simplified)

* New translations WebUI.md (Chinese Simplified)

* New translations Tutorials.rst (Chinese Simplified)

* New translations SetupNNIDeveloperEnvironment.md (Chinese Simplified)

* New translations PAIMode.md (Chinese Simplified)

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations SQuAD_evolution_examples.md (Chinese Simplified)

* New translations RemoteMachineMode.md (Chinese Simplified)

* New translations Reference.rst (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* remove used files

* fix Chinese link

* remove used file

* New translations AdvancedNAS.md (Chinese Simplified)

* New translations AnnotationSpec.md (Chinese Simplified)

* New translations advanced.rst (Chinese Simplified)

* New translations AnnotationSpec.md (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations assessors.rst (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations KubeflowMode.md (Chinese Simplified)

* New translations Trials.md (Chinese Simplified)

* New translations PAIMode.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations CONTRIBUTING.md (Chinese Simplified)

* New translations Contribution.rst (Chinese Simplified)

* New translations Customize_Advisor.md (Chinese Simplified)

* New translations Customize_Assessor.md (Chinese Simplified)

* New translations cifar10_examples.md (Chinese Simplified)

* New translations Customize_Assessor.md (Chinese Simplified)

* New translations Customize_Tuner.md (Chinese Simplified)

* New translations Examples.rst (Chinese Simplified)

* New translations ExperimentConfig.md (Chinese Simplified)

* New translations FAQ.md (Chinese Simplified)

* New translations FrameworkControllerMode.md (Chinese Simplified)

* New translations FrameworkControllerMode.md (Chinese Simplified)

* New translations gbdt_example.md (Chinese Simplified)

* New translations gbdt_example.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations gbdt_example.md (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations index.rst (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations KubeflowMode.md (Chinese Simplified)

* New translations mnist_examples.md (Chinese Simplified)

* New translations mnist_examples.md (Chinese Simplified)

* New translations NNICTLDOC.md (Chinese Simplified)

* New translations mnist_examples.md (Chinese Simplified)

* New translations multiPhase.md (Chinese Simplified)

* New translations NNICTLDOC.md (Chinese Simplified)

* New translations NNICTLDOC.md (Chinese Simplified)

* New translations Overview.md (Chinese Simplified)

* New translations PAIMode.md (Chinese Simplified)

* New translations QuickStart.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 sdk_reference.rst (Chinese Simplified)

* New translations SQuAD_evolution_examples.md (Chinese Simplified)

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations SetupNNIDeveloperEnvironment.md (Chinese Simplified)

* New translations Trials.md (Chinese Simplified)

* New translations sklearn_examples.md (Chinese Simplified)

* New translations training_services.rst (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations tutorial_1_CR_exp_local_api.md (Chinese Simplified)

* New translations tuners.rst (Chinese Simplified)

* New translations WebUI.md (Chinese Simplified)

* New translations Tutorials.rst (Chinese Simplified)

* New translations Trials.md (Chinese Simplified)

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations Tutorials.rst (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* remove build files

* New translations assessors.rst (Chinese Simplified)

* New translations assessors.rst (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations QuickStart.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations bug-report.md (Chinese Simplified)

* New translations conf.py (Chinese Simplified)

* New translations enhancement.md (Chinese Simplified)

* remove untranslated files.

* New translations README.md (Chinese Simplified)

* New translations sdk_reference.rst (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations conf.py (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Reference.rst (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations HowToDebug.md (Chinese Simplified)

* New translations Reference.rst (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* remove moved md files

* New translations evolutionTuner.md (Chinese Simplified)

* New translations networkmorphismTuner.md (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 curvefittingAssessor.md (Chinese Simplified)

* New translations batchTuner.md (Chinese Simplified)

* New translations smacTuner.md (Chinese Simplified)

* New translations gridsearchTuner.md (Chinese Simplified)

* New translations hyperbandAdvisor.md (Chinese Simplified)

* New translations hyperoptTuner.md (Chinese Simplified)

* New translations medianstopAssessor.md (Chinese Simplified)

* New translations metisTuner.md (Chinese Simplified)

* New translations networkmorphismTuner.md (Chinese Simplified)

* New translations smacTuner.md (Chinese Simplified)

* New translations curvefittingAssessor.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations curvefittingAssessor.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* merge changes

* remove useless files

* New translations curvefittingAssessor.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations Tutorials.rst (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations assessors.rst (Chinese Simplified)

* New translations conf.py (Chinese Simplified)

* New translations tuners.rst (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations Builtin_Assessors.md (Chinese Simplified)

* New translations Builtin_Tuner.md (Chinese Simplified)

* New translations assessors.rst (Chinese Simplified)

* New translations tuners.rst (Chinese Simplified)

* New translations builtinAssessor.rst (Chinese Simplified)

* New translations builtinTuner.rst (Chinese Simplified)

* New translations conf.py (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations AnnotationSpec.md (Chinese Simplified)

* New translations SearchSpaceSpec.md (Chinese Simplified)

* New translations AnnotationSpec.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations Installation.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations RELEASE.md (Chinese Simplified)

* New translations PAIMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

* New translations PAIMode.md (Chinese Simplified)

* New translations README.md (Chinese Simplified)

Support intermediate is dict

SSH client has a max number of open channels for a connection, if we set the number of trialCurrency too big, our ssh client will exec command using ssh frequently, then we will meet the error of Error: (SSH) Channel open failure: open failed.
Refactor the code, set one connection has a max trial concurrency, when the number of trial reach the ssh connection restriction, will create a new ssh connection to exec trial commands.

* 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

* Refactoring test pipelines, move local integrate test from PR pipeline into a sepearate pipeline which is scheduled daily.

* add epsilon

* add epsilon for ceil