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* fix port bug
* Exp stop refactor (microsoft#161) * Update RemoteMachineMode.md (microsoft#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (microsoft#64) * update document (microsoft#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (microsoft#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (microsoft#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (microsoft#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (microsoft#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (microsoft#116) * support package install (microsoft#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (microsoft#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (microsoft#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (microsoft#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (microsoft#90) (microsoft#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (microsoft#77) * Typo on microsoft#58 (microsoft#122) * PAI Training Service implementation (microsoft#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (microsoft#129) * Update NNI v0.2 release notes (microsoft#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (microsoft#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (microsoft#133) * Fix bugs about webui (microsoft#131) * Fix webui bugs * Fix tslint * webui logpath and document (microsoft#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (microsoft#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (microsoft#138) * Improve annotation * Minor bugfix * Selectively install through pip (microsoft#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (microsoft#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (microsoft#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (microsoft#140) * Revert "Selectively install through pip (microsoft#139)" due to potential pip install issue (microsoft#142) * Revert "Selectively install through pip (microsoft#139)" This reverts commit 1d17483. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (microsoft#143) * webui logpath and document (microsoft#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (microsoft#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (microsoft#138) * Improve annotation * Minor bugfix * Selectively install through pip (microsoft#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (microsoft#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (microsoft#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (microsoft#140) * Revert "Selectively install through pip (microsoft#139)" due to potential pip install issue (microsoft#142) * Revert "Selectively install through pip (microsoft#139)" This reverts commit 1d17483. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (microsoft#147) * Refactor nnictl and add config_pai.yml (microsoft#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (microsoft#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (microsoft#145) * Update doc for PAIMode and v0.2 release notes (microsoft#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (microsoft#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (microsoft#175) * Update RemoteMachineMode.md (microsoft#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (microsoft#64) * update document (microsoft#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (microsoft#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (microsoft#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (microsoft#229) * update ci * update ci * update ci (microsoft#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (microsoft#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (microsoft#238) * Nnupdate ci (microsoft#239) * run.py * test ci * Nnupdate ci (microsoft#240) * run.py * test ci * test ci * Udci (microsoft#241) * run.py * test ci * test ci * test ci * update ci (microsoft#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (microsoft#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change
* update Makefile * update Makefile
* update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs
* doc refactor * image name refactor
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Jan 8, 2019
* Dev weight sharing (#568) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * Dev weight sharing update doc (#577) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * Dev weight sharing update (#579) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * update weight sharing tutorial * Dev weight sharing (#581) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * update weight sharing tutorial * fix divide by zero risk * update tuner thread exception handling * fix bug for async test
leckie-chn
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Jan 21, 2019
* add trigger (#544) * NNI logging architecture improvement (#539) * Removed unused log code, refactor to rename some class name in nni sdk and trial_tools * Fix the regression bug that loca/remote mode doesnt work * [WebUI] Fix issue#517 & issue#459 (#524) * [WebUI] Fix issue#517 & issue#459 * update * [Logging architecture refactor] Remove unused metrics related code in nni trial_tools, support kubeflow mode for logging architecture refactor (#551) * Remove unused metrics related code in nni trial_tools, support kubeflow mode for logging architecture refactor * Doc typo and format fixes (#560) * fix incorrect document * fix doc format and typo * fix state transition (#504) * Add enas nni version from contributor (#557) * 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 * add enas_nni * Code coverage report (#559) * Add UT code coverage report * updates * updates * updates * updates * updates * updates * integration test python code coverage report * Updating Readme to add the Related Projects like PAI, KubeLauncher and MMdnn (#565) * Adding related projects to Readme * Fix remote TrainingService bug, change forEach to "for of" (#564) trial job could not be stopped in remote machine when experiment is stopped, because awit/async does not work normally in forEach, refer https://codeburst.io/javascript-async-await-with-foreach-b6ba62bbf404. * To install the whole nni in an virtual environment (#538) * support venv * adapt venv * adapt venv * adapt venv * adapt venv * new test * new test * new test * support venv * support venv * support venv * support venv * support venv * support venv * support venv * colorful output for mac * colorful output for mac * permission denied in /tmp * permission denied in /tmp * permission denied in /tmp * remove unused variable * final * remove build python * Make it feasible for annotation whether to add an extra line "nni.get_next_parameter()" or not (#526) * fix bug * add docs * add ut * add ut * add to ci * update doc * update doc * update ut * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * test * test * test * test * test * test * test * test * test * test * revert * refactor * refactor * s * merge * fix annotation for extra line * add deprecation warning * fix permision deny (#567) * Add Metis Tuner (#534) * 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 * add metis tuner code * 1. fix bug about import 2.update other sdk file * add auto-gbdt-example and remove unused code * add metis_tuner into README * update the README * update README | remove unused variable * fix typo * add sklearn into requirments * Update src/sdk/pynni/nni/metis_tuner/metis_tuner.py add default value in __init__ Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * Update docs/HowToChooseTuner.md Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * Update docs/HowToChooseTuner.md Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * fix typo | add more comments * Change WARNING to INFO (#574) change the warning level to info level when expand relative path add nnictl --version log update readme.md * Fix some bugs in doc and log (#561) * fix some bugs in doc and log * The learning rate focus more on validation sets accuracy than training sets accuracy. * Fix a race condidtion issue in trial_keeper for reading log from pipe (#578) * Fix a race condidtion issue in trial_keeper for reading log from pipe * [WebUI] Fix issue#458 about final result as dict (#563) * [WebUI] Fix issue#458 about final result as dict * Fix comments * fix bug * support frameworkcontroller log (#572) support frameworkcontroller log * Dev weight sharing (#568) (#576) * Dev weight sharing (#568) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * Dev weight sharing update doc (#577) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * Dev weight sharing update (#579) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * update weight sharing tutorial * Dev weight sharing (#581) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * update weight sharing tutorial * fix divide by zero risk * update tuner thread exception handling * fix bug for async test * Add frameworkcontroller document (#530) Add frameworkcontroller document. Fix other document small issues. * [WebUI] Show trial log for pai and k8s (#580) * [WebUI] Show trial log for pai and k8s * fix lint * Fix comments * [WebUI] Show trial log for pai and k8s (#580) * [WebUI] Show trial log for pai and k8s * fix lint * Fix comments * add __init__.py to metis_tuner (#588) * [Document] Update webui doc (#587) * Update webui document * update * Update Dockerfile and README (#589) * fix some bugs in doc and log * The learning rate focus more on validation sets accuracy than training sets accuracy. * update Dockerfile and README * Update README.md Merge to branch v0.5 * [WebUI] Fix bug (#591) * fix bug * fix bug of background * update * update * add frameworkcontroller platform * update README in metis and update RuntimeError info (#595) * update README in metis and update RuntimeError * fix typo * add numerical choice check * update * udpate NFS setup tutorial (#597) * Remove unused example (#600) * update README in metis and update RuntimeError * remove smart params * Update release note (#603) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md …
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Jan 21, 2019
* add trigger (#544) * NNI logging architecture improvement (#539) * Removed unused log code, refactor to rename some class name in nni sdk and trial_tools * Fix the regression bug that loca/remote mode doesnt work * [WebUI] Fix issue#517 & issue#459 (#524) * [WebUI] Fix issue#517 & issue#459 * update * [Logging architecture refactor] Remove unused metrics related code in nni trial_tools, support kubeflow mode for logging architecture refactor (#551) * Remove unused metrics related code in nni trial_tools, support kubeflow mode for logging architecture refactor * Doc typo and format fixes (#560) * fix incorrect document * fix doc format and typo * fix state transition (#504) * Add enas nni version from contributor (#557) * 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 * add enas_nni * Code coverage report (#559) * Add UT code coverage report * updates * updates * updates * updates * updates * updates * integration test python code coverage report * Updating Readme to add the Related Projects like PAI, KubeLauncher and MMdnn (#565) * Adding related projects to Readme * add Trials.md * add Trials.md * add Trials.md * Fix remote TrainingService bug, change forEach to "for of" (#564) trial job could not be stopped in remote machine when experiment is stopped, because awit/async does not work normally in forEach, refer https://codeburst.io/javascript-async-await-with-foreach-b6ba62bbf404. * add Trials.md * add docs * To install the whole nni in an virtual environment (#538) * support venv * adapt venv * adapt venv * adapt venv * adapt venv * new test * new test * new test * support venv * support venv * support venv * support venv * support venv * support venv * support venv * colorful output for mac * colorful output for mac * permission denied in /tmp * permission denied in /tmp * permission denied in /tmp * remove unused variable * final * remove build python * Make it feasible for annotation whether to add an extra line "nni.get_next_parameter()" or not (#526) * fix bug * add docs * add ut * add ut * add to ci * update doc * update doc * update ut * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * test * test * test * test * test * test * test * test * test * test * revert * refactor * refactor * s * merge * fix annotation for extra line * add deprecation warning * fix permision deny (#567) * Add Metis Tuner (#534) * 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 * add metis tuner code * 1. fix bug about import 2.update other sdk file * add auto-gbdt-example and remove unused code * add metis_tuner into README * update the README * update README | remove unused variable * fix typo * add sklearn into requirments * Update src/sdk/pynni/nni/metis_tuner/metis_tuner.py add default value in __init__ Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * Update docs/HowToChooseTuner.md Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * Update docs/HowToChooseTuner.md Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * fix typo | add more comments * Change WARNING to INFO (#574) change the warning level to info level when expand relative path add nnictl --version log update readme.md * Fix some bugs in doc and log (#561) * fix some bugs in doc and log * The learning rate focus more on validation sets accuracy than training sets accuracy. * Fix a race condidtion issue in trial_keeper for reading log from pipe (#578) * Fix a race condidtion issue in trial_keeper for reading log from pipe * [WebUI] Fix issue#458 about final result as dict (#563) * [WebUI] Fix issue#458 about final result as dict * Fix comments * fix bug * support frameworkcontroller log (#572) support frameworkcontroller log * Dev weight sharing (#568) (#576) * Dev weight sharing (#568) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * Dev weight sharing update doc (#577) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * Dev weight sharing update (#579) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * update weight sharing tutorial * Dev weight sharing (#581) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * update weight sharing tutorial * fix divide by zero risk * update tuner thread exception handling * fix bug for async test * Add frameworkcontroller document (#530) Add frameworkcontroller document. Fix other document small issues. * [WebUI] Show trial log for pai and k8s (#580) * [WebUI] Show trial log for pai and k8s * fix lint * Fix comments * [WebUI] Show trial log for pai and k8s (#580) * [WebUI] Show trial log for pai and k8s * fix lint * Fix comments * add __init__.py to metis_tuner (#588) * add docs * [Document] Update webui doc (#587) * Update webui document * update * Update Dockerfile and README (#589) * fix some bugs in doc and log * The learning rate focus more on validation sets accuracy than training sets accuracy. * update Dockerfile and README * Update README.md Merge to branch v0.5 * [WebUI] Fix bug (#591) * fix bug * fix bug of background * update * update * add frameworkcontroller platform * update README in metis and update RuntimeError info (#595) * update README in metis and update RuntimeError * fix typo * add numerical choice check * update * udpate NFS setup tutorial (#597) * Remove unused example (#600) * update README in metis and update RuntimeError * remove smart params * Update release note …
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Jan 28, 2019
* initial commit for document refactor (#533) * enable sphinx * fix docs/readme link * update conf * use mkdocs to build homepage * Update mkdocs.yml use docs/README as main * delete sphinx file * add nav to mkdocs config * fix mkdocs bug * add requirement for online build * clean requirements.txt * add contribution * change requirements file location * delete sphinx from gitignore * mnist examples doc (#566) * mnist examples doc * update * update * update * update * update * Docs refactor of Tutorial (QuickStart, Tuners, Assessors) (#554) * Refactor of QuickStart * fix some typo * Make new changes based on suggestions * update successful INFO * update Tuners * update Tuners:overview * Update Tuners.md * Add Assessor.md * update * update * mkdocs.yml * Update QuickStart.md * update * update * update * update * update * add diff * modified QuickStart.md and add mnist without nni example * update * small change * update * update * update * update * update and refactor the mnist.py * update * update working process * refator the mnist.py * update * update * update mkdocs.md * add metis tuner * update QuickStart webUI part * update capture * update capture * update description * update picture for assessor * update * modified mkdocs.yml * update Tuners.md * test format * update Tuner.md * update Tuner.md * change display format * fix typo * update * fix typo * fix typo and rename customize_Advisor * fix typo and modified * Dev doc: Add docs for Trials, SearchSpace, Annotation and GridSearch (#569) * add Trials.md * add Trials.md * add Trials.md * add Trials.md * add docs * add docs * add docs * add docs * add docs * docs modification * docs modification * docs modification * docs modification * docs modification * docs modification * docs modification * docs modification * docs modification * docs modification * update triaL.MD * update triaL.MD * update triaL.MD * update triaL.MD * update triaL.MD * add grid search tuner doc * add grid search tuner doc * Chec dev doc (#606) * multiPhase doc * updates * updates * updates * updates * updates * updates * update dev-doc to sphinx (#630) * add trigger (#544) * NNI logging architecture improvement (#539) * Removed unused log code, refactor to rename some class name in nni sdk and trial_tools * Fix the regression bug that loca/remote mode doesnt work * [WebUI] Fix issue#517 & issue#459 (#524) * [WebUI] Fix issue#517 & issue#459 * update * [Logging architecture refactor] Remove unused metrics related code in nni trial_tools, support kubeflow mode for logging architecture refactor (#551) * Remove unused metrics related code in nni trial_tools, support kubeflow mode for logging architecture refactor * Doc typo and format fixes (#560) * fix incorrect document * fix doc format and typo * fix state transition (#504) * Add enas nni version from contributor (#557) * 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 * add enas_nni * Code coverage report (#559) * Add UT code coverage report * updates * updates * updates * updates * updates * updates * integration test python code coverage report * Updating Readme to add the Related Projects like PAI, KubeLauncher and MMdnn (#565) * Adding related projects to Readme * Fix remote TrainingService bug, change forEach to "for of" (#564) trial job could not be stopped in remote machine when experiment is stopped, because awit/async does not work normally in forEach, refer https://codeburst.io/javascript-async-await-with-foreach-b6ba62bbf404. * To install the whole nni in an virtual environment (#538) * support venv * adapt venv * adapt venv * adapt venv * adapt venv * new test * new test * new test * support venv * support venv * support venv * support venv * support venv * support venv * support venv * colorful output for mac * colorful output for mac * permission denied in /tmp * permission denied in /tmp * permission denied in /tmp * remove unused variable * final * remove build python * Make it feasible for annotation whether to add an extra line "nni.get_next_parameter()" or not (#526) * fix bug * add docs * add ut * add ut * add to ci * update doc * update doc * update ut * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * add ut to ci * test * test * test * test * test * test * test * test * test * test * revert * refactor * refactor * s * merge * fix annotation for extra line * add deprecation warning * fix permision deny (#567) * Add Metis Tuner (#534) * 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 * add metis tuner code * 1. fix bug about import 2.update other sdk file * add auto-gbdt-example and remove unused code * add metis_tuner into README * update the README * update README | remove unused variable * fix typo * add sklearn into requirments * Update src/sdk/pynni/nni/metis_tuner/metis_tuner.py add default value in __init__ Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * Update docs/HowToChooseTuner.md Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * Update docs/HowToChooseTuner.md Co-Authored-By: xuehui1991 <xuehui@microsoft.com> * fix typo | add more comments * Change WARNING to INFO (#574) change the warning level to info level when expand relative path add nnictl --version log update readme.md * Fix some bugs in doc and log (#561) * fix some bugs in doc and log * The learning rate focus more on validation sets accuracy than training sets accuracy. * Fix a race condidtion issue in trial_keeper for reading log from pipe (#578) * Fix a race condidtion issue in trial_keeper for reading log from pipe * [WebUI] Fix issue#458 about final result as dict (#563) * [WebUI] Fix issue#458 about final result as dict * Fix comments * fix bug * support frameworkcontroller log (#572) support frameworkcontroller log * Dev weight sharing (#568) (#576) * Dev weight sharing (#568) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * Dev weight sharing update doc (#577) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * Dev weight sharing update (#579) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine information * sync graph.py between tuners & trial of ga_squad * sync graph.py between tuners & trial of ga_squad * copy weight shared ga_squad under weight_sharing folder * mv ga_squad code back to master * simple tuner & trial ready * Fix nnictl multiThread option * weight sharing with async dispatcher simple example ready * update for ga_squad * fix bug * modify multihead attention name * add min_layer_num to Graph * fix bug * update share id calc * fix bug * add save logging * fix ga_squad tuner bug * sync bug fix for ga_squad tuner * fix same hash_id bug * add lock to simple tuner in weight sharing * Add readme to simple weight sharing * update * update * add paper link * update * reformat with autopep8 * add documentation for weight sharing * test for weight sharing * delete irrelevant files * move details of weight sharing in to code comments * add example section * update weight sharing tutorial * Dev weight sharing (#581) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * simple weight sharing * update gitignore file * change tuner codedir to relative path * add python cache files to gitignore list * move extract scalar reward logic from dispatcher to tuner * update tuner code corresponding to last commit * update doc for receive_trial_result api change * add numpy to package whitelist of pylint * distinguish param value from return reward for tuner.extract_scalar_reward * update pylintrc * add comments to dispatcher.handle_report_metric_data * update install for mac support * fix root mode bug on Makefile * Quick fix bug: nnictl port value error (#245) * fix port bug * Dev exp stop more (#221) * Exp stop refactor (#161) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * fix setup.py (#115) * Add DAG model configuration format for SQuAD example. * Explain config format for SQuAD QA model. * Add more detailed introduction about the evolution algorithm. * Fix install.sh add add trial log path (#109) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * show trial log path * update document * fix install.sh * set default vallue for maxTrialNum and maxExecDuration * fix nnictl * Dev smac (#116) * support package install (#91) * fix nnictl bug * support package install * update * update package install logic * Fix package install issue (#95) * fix nnictl bug * fix pakcage install * support SMAC as a tuner on nni (#81) * update doc * update doc * update doc * update hyperopt installation * update doc * update doc * update description in setup.py * update setup.py * modify encoding * encoding * add encoding * remove pymc3 * update doc * update builtin tuner spec * support smac in sdk, fix logging issue * support smac tuner * add optimize_mode * update config in nnictl * add __init__.py * update smac * update import path * update setup.py: remove entry_point * update rest server validation * fix bug in nnictl launcher * support classArgs: optimize_mode * quick fix bug * test travis * add dependency * add dependency * add dependency * add dependency * create smac python package * fix trivial points * optimize import of tuners, modify nnictl accordingly * fix bug: incorrect algorithm_name * trivial refactor * for debug * support virtual * update doc of SMAC * update smac requirements * update requirements * change debug mode * update doc * update doc * refactor based on comments * fix comments * modify example config path to relative path and increase maxTrialNum (#94) * modify example config path to relative path and increase maxTrialNum * add document * support conda (#90) (#110) * support install from venv and travis CI * support install from venv and travis CI * support install from venv and travis CI * support conda * support conda * modify example config path to relative path and increase maxTrialNum * undo messy commit * undo messy commit * Support pip install as root (#77) * Typo on #58 (#122) * PAI Training Service implementation (#128) * PAI Training service implementation **1. Implement PAITrainingService **2. Add trial-keeper python module, and modify setup.py to install the module **3. Add PAItrainingService rest server to collect metrics from PAI container. * fix datastore for multiple final result (#129) * Update NNI v0.2 release notes (#132) Update NNI v0.2 release notes * Update setup.py Makefile and documents (#130) * update makefile and setup.py * update makefile and setup.py * update document * update document * Update Makefile no travis * update doc * update doc * fix convert from ss to pcs (#133) * Fix bugs about webui (#131) * Fix webui bugs * Fix tslint * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * Merge branch V0.2 to Master (#143) * webui logpath and document (#135) * Add webui document and logpath as a href * fix tslint * fix comments by Chengmin * Pai training service bug fix and enhancement (#136) * Add NNI installation scripts * Update pai script, update NNI_out_dir * Update NNI dir in nni sdk local.py * Create .nni folder in nni sdk local.py * Add check before creating .nni folder * Fix typo for PAI_INSTALL_NNI_SHELL_FORMAT * Improve annotation (#138) * Improve annotation * Minor bugfix * Selectively install through pip (#139) Selectively install through pip * update setup.py * fix paiTrainingService bugs (#137) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * Add documentation for NNI PAI mode experiment (#141) * Add documentation for NNI PAI mode * Fix typo based on PR comments * Exit with subprocess return code of trial keeper * Remove additional exit code * Fix typo based on PR comments * update doc for smac tuner (#140) * Revert "Selectively install through pip (#139)" due to potential pip install issue (#142) * Revert "Selectively install through pip (#139)" This reverts commit 1d174836d3146a0363e9c9c88094bf9cff865faa. * Add exit code of subprocess for trial_keeper * Update README, add link to PAImode doc * fix bug (#147) * Refactor nnictl and add config_pai.yml (#144) * fix nnictl bug * add hdfs host validation * fix bugs * fix dockerfile * fix install.sh * update install.sh * fix dockerfile * Set timeout for HDFSUtility exists function * remove unused TODO * fix sdk * add optional for outputDir and dataDir * refactor dockerfile.base * Remove unused import in hdfsclientUtility * add config_pai.yml * refactor nnictl create logic and add colorful print * fix nnictl stop logic * add annotation for config_pai.yml * add document for start experiment * fix config.yml * fix document * Fix trial keeper wrongly exit issue (#152) * Fix trial keeper bug, use actual exitcode to exit rather than 1 * Fix bug of table sort (#145) * Update doc for PAIMode and v0.2 release notes (#153) * Update v0.2 documentation regards to release note and PAI training service * Update document to describe NNI docker image * fix antd (#159) * refactor experiment stopping logic * support change concurrency * remove trialJobs.ts * trivial changes * fix bugs * fix bug * support updating maxTrialNum * Modify IT scripts for supporting multiple experiments * Update ci (#175) * Update RemoteMachineMode.md (#63) * Remove unused classes for SQuAD QA example. * Remove more unused functions for SQuAD QA example. * Fix default dataset config. * Add Makefile README (#64) * update document (#92) * Edit readme.md * updated a word * Update GetStarted.md * Update GetStarted.md * refact readme, getstarted and write your trial md. * Update README.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Update WriteYourTrial.md * Fix nnictl bugs and add new feature (#75) * fix nnictl bug * fix nnictl create bug * add experiment status logic * add more information for nnictl * fix Evolution Tuner bug * refactor code * fix code in updater.py * fix nnictl --help * fix classArgs bug * update check response.status_code logic * remove Buffer warning (#100) * update readme in ga_squad * update readme * fix typo * Update README.md * Update README.md * Update README.md * Add support for debugging mode * modify CI cuz of refracting exp stop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * update CI for expstop * file saving * fix issues from code merge * remove $(INSTALL_PREFIX)/nni/nni_manager before install * fix indent * fix merge issue * socket close * update port * fix merge error * modify ci logic in nnimanager * fix ci * fix bug * change suspended to done * update ci (#229) * update ci * update ci * update ci (#232) * update ci * update ci * update azure-pipelines * update azure-pipelines * update ci (#233) * update ci * update ci * update azure-pipelines * update azure-pipelines * update azure-pipelines * run.py (#238) * Nnupdate ci (#239) * run.py * test ci * Nnupdate ci (#240) * run.py * test ci * test ci * Udci (#241) * run.py * test ci * test ci * test ci * update ci (#242) * run.py * test ci * test ci * test ci * update ci * revert install.sh (#244) * run.py * test ci * test ci * test ci * update ci * revert install.sh * add comments * remove assert * trivial change * trivial change * update Makefile (#246) * update Makefile * update Makefile * quick fix for ci (#248) * add update trialNum and fix bugs (#261) * Add builtin tuner to CI (#247) * update Makefile * update Makefile * add builtin-tuner test * add builtin-tuner test * refractor ci * update azure.yml * add built-in tuner test * fix bugs * Doc refactor (#258) * doc refactor * image name refactor * Refactor nnictl to support listing stopped experiments. (#256) Refactor nnictl to support listing stopped experiments. * Show experiment parameters more beautifully (#262) * fix error on example of RemoteMachineMode (#269) * add pycharm project files to .gitignore list * update pylintrc to conform vscode settings * fix RemoteMachineMode for wrong trainingServicePlatform * Update docker file to use latest nni release (#263) * fix bug about execDuration and endTime (#270) * fix bug about execDuration and endTime * modify time interval to 30 seconds * refactor based on Gems's suggestion * for triggering ci * Refactor dockerfile (#264) * refactor Dockerfile * Support nnictl tensorboard (#268) support tensorboard * Sdk update (#272) * Rename get_parameters to get_next_parameter * annotations add get_next_parameter * updates * updates * updates * updates * updates * add experiment log path to experiment profile (#276) * refactor extract reward from dict by tuner * update Makefile for mac support, wait for aka.ms support * refix Makefile for colorful echo * unversion config.yml with machine i…
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