* add GPT report and images

* update README.md

* fix

* update image link to oss

* rm imgs folder

* update flops

* update README

* typos

* add report link in README

* change level for some sections

* update

* update

* explain why no mem report

* update link

* fix link

* oneflow gpt dlperf report

* Update README.md

* fix table

* Adjust the log

* Update oneflow_gpt_report_0512.md

* add FLOP

* Create pretrain.sh

* Update README.md

* Create pretrain_with_container.sh

* Delete args_pretrain_gpt.sh

* Update README.md

* Delete oneflow_gpt_report_0512.md

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Create openweb_to_json.py

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Update README.md
Co-authored-by: Nleaves-zwx <kunta0932@gmail.com>

* Megatron-LM perf

* Update create_dataset.sh

* Update README.md

* fix table

* Update README.md

* Update README.md

* Update README.md

* add FLOP

* Adjust the readme

* add osdi gpt2 logs and script of oneflow(vs zero)

* refine

* update readme

* refine

* update readme

* refine

* refine script

* update

* fix format

* add scripts of osdi-deepspeed-gpt2

* update readme

* refine

* add hardware info

* refine

* update deepspeed readme

* add paper link

* refine

* add insightface pr template

* update readme and add fp32 results

* update readme

* update readme and modify scripts

* update insightface readme and add reports

* add pics in chinese report

* add pics in english

* add en pics

* refine readme.md

* update test pics

* upfate report

* Update dlperf_insightface_test_report_v1.md

test pic

* Create dlperf_insightface_test_report_v1.md

test pics again

* fix pic bug

* Update dlperf_insightface_test_report_v1.md

* fix data

* add new path of insightface and update as reviewed

* refine scripts and update readme

* update data and pics

* modify as reviewed

* update report as reviewed

* modify OOM into - and rm invalid pics' links

* fix mxnet max num_classes

* update changelog

* update change log

* add insightface report links and introduction

* modify as reviewed

* modify as reviewed

* fix part num and dataset zoo

* rm data preprocess part

* update link

* update data of 2 nodes

* add multi node scripts

* update results of 4 nodes

* update report

* update pics

* update mxnet data

* update multi-node scripts and rm different insightface_train.py

* rm insightface_train.py and mv config into scripts with sed

* update gnuplot img

* reduce scripts and update

* update
Co-authored-by: NLiang Depeng <liangdepeng@gmail.com>
Co-authored-by: NFlowingsun007 <flowingsun007@163.com>
Co-authored-by: MARD1NO <359521840@qq.com>

* add insightface pr template

* update readme and add fp32 results

* update readme

* update readme and modify scripts

* update insightface readme and add reports

* add pics in chinese report

* add pics in english

* add en pics

* refine readme.md

* update test pics

* upfate report

* Update dlperf_insightface_test_report_v1.md

test pic

* Create dlperf_insightface_test_report_v1.md

test pics again

* fix pic bug

* Update dlperf_insightface_test_report_v1.md

* fix data

* add new path of insightface and update as reviewed

* refine scripts and update readme

* update data and pics

* modify as reviewed

* update report as reviewed

* modify OOM into - and rm invalid pics' links

* fix mxnet max num_classes

* update changelog

* update change log

* add insightface report links and introduction

* modify as reviewed

* modify as reviewed

* fix part num and dataset zoo

* rm data preprocess part

* update link

* update data of 2 nodes

* add multi node scripts

* update results of 4 nodes

* update report

* update pics

* update mxnet data

* update multi-node scripts and rm different insightface_train.py

* rm insightface_train.py and mv config into scripts with sed

* update gnuplot img
Co-authored-by: NLiang Depeng <liangdepeng@gmail.com>
Co-authored-by: NFlowingsun007 <flowingsun007@163.com>
Co-authored-by: MARD1NO <359521840@qq.com>

* update script

* add 4 node testing data

* refine

* refine

* add multi node test script

* refine format

* updata testing data

* update data

* update scripts

* add description

* refine

* add insightface pr template

* update readme and add fp32 results

* update readme

* update readme and modify scripts

* update insightface readme and add reports

* add pics in chinese report

* add pics in english

* add en pics

* refine readme.md

* update test pics

* upfate report

* Update dlperf_insightface_test_report_v1.md

test pic

* Create dlperf_insightface_test_report_v1.md

test pics again

* fix pic bug

* Update dlperf_insightface_test_report_v1.md

* fix data

* add new path of insightface and update as reviewed

* refine scripts and update readme

* update data and pics

* modify as reviewed

* update report as reviewed

* modify OOM into - and rm invalid pics' links

* fix mxnet max num_classes

* update changelog

* update change log

* add insightface report links and introduction

* modify as reviewed

* modify as reviewed

* fix part num and dataset zoo

* rm data preprocess part

* update link
Co-authored-by: NLiang Depeng <liangdepeng@gmail.com>

* add scripts of tf-bert

* update README

* update scripts

* update scripts and README

* update README of MindSpore

* update scripts

* update README

* update README

* add dockerfile

* chmod build.sh

* fix

* add scripts for 1 node test

* add multi node test script

* chmod +x

* add launch.sh

* add hugectr_conf.json template

* mv sh and json to scripts

* modify

* modify

* add generate hugectr conf json and gpu memory usage

* extract info from losg

* add README.md

* add comments

* ouput files for report

* add log file name

* update readme

* update hugectr readme

* update hugectr readme

* correct README.md

* add hugectr report

* update tools scripts (#79)

* update

* rm useless files

* add multi nodes test

* ignore unfinished log files

* Fix hugerctr tool (#80)

* ignore unfinished log files

* modify report file name

* update run_all.sh

* update leading dim

* modify scripts

* rm useless script

* rm useless test cases

* update README

* add 4 nodes draft report

* oneflow wdl scripts

* updata oneflow wdl scripts

* add wdl report

* extract scripts

* update git commits

* docker files

* fix table in hugectr report

* re organize WDL folder

* add readme

* draft for summary report of wdl

* add imgs for wdl

* draft report of wdl finished

* add figures of latency and mem usage

* refine picture align

* refine pictures of hugectr

* refine pictures of oneflow wdl

* add fixed test pictures

* remove loss/auc pictures (no need for pefroming tests)
rename to keep accordingly
deleted:    ../../../../HugeCTR/reports/hugectr_test_8v100_report.md
deleted:    ../../../../HugeCTR/reports/imgs/300k_iters_loss_auc.png
deleted:    ../../../../HugeCTR/reports/imgs/500_iters_loss_auc.png
renamed:    wdl_report_1027.md -> oneflow_wdl_test_4x8v100_report.md

* refine report(translate)

* refine W&D report overview

* reconstruct wdl tests in OneFolow and HugeCTR

* upload gnuplot imgs and update readme

* fix image and rename

* add: dlperf_Wide_and_Deep_test_report_v1_ch.md

* add: dlperf_wide_and_deep_test_report_v1_cn.md

* refine wdl cn report

* refine reports of wdl

* refine cn typos

* fix links error

* fix imgs url of reports

* add report links

* add blank line

* update conclusion of report

* refine

* fix error link

* fix images

* refine

* add performance data of hugectr

* refine

* refine

* refine

* format

* add description of special cases

* remove useless comments

* refine pip links

* add instructions on run scripts, add hugectr user guide links

* fix typos

* update doker of hugectr

* fix typos

* fix words

* fix words

* fix typos: OneFolow -> OneFlow

* refine en conclusion

* refine README.md

* refine README.md

* refine readme.md

* refine dlperf_wide_and_deep_test_report_v1.md

* fix typos, refine conclusion
Co-authored-by: NOuYang Yu <xuanjiuye@gmail.com>
Co-authored-by: Ndoombeaker <later@usopp.net>
Co-authored-by: MARD1NO <359521840@qq.com>
Co-authored-by: NBBuf <1182563586@qq.com>
Co-authored-by: NFlowingsun007 <flowingsun007@163.com>
Co-authored-by: NLiang Depeng <liangdepeng@gmail.com>

* add data-parallelism testing data

* update script

* add partial-fc testing data

* update logs link

* rename log

* add max face id result

* fix script

* fix error word

* refine

* fix script

* refine

* refine

* update README

* update README of resnet50v1.5

* update scripts

* update README

* update README

* update scripts

* update scripts of bert

* update scripts

* update scripts

* update README

* update scripts and README

* update README