* 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>