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Co-authored-by: Ning Shang <nishang@microsoft.com>

Fix pipeline pygments

Co-authored-by: Lijiao <Lijiaoa@outlook.com>

Co-authored-by: Ning Shang <nishang@microsoft.com>

Co-authored-by: Ning Shang <nishang@microsoft.com>

fix wrong order of hidden and cell state

Merge v1.8 back to master

* Replace all v1.7 with v1.8

* Add v1.8 release note

* Change PAI into OpenPAI

* Update Release.md

* Refine relase note

* Update date of release
Co-authored-by: QuanluZhang <z.quanluzhang@gmail.com>

Co-authored-by: Ning Shang <nishang@microsoft.com>

* bug bash

* fix one more bug.
Signed-off-by: Ningxin <Ningxin.Zheng@microsoft.com>

* fix broken link in compression benchmark doc

* use v1.8 link in doc

Co-authored-by: liuzhe <zhliu1@microsoft.com>

* draft

* fix bug

* add ut

* fix typo

* skip tfv1 ut environments
Co-authored-by: liuzhe <zhe.liu@microsoft.com>

* fix bug

* update

* Remove the unnecessary debug info.
Signed-off-by: Ningxin <Ningxin.Zheng@microsoft.com>

* fix pylint errpr

* log the final sparsity config.

* fix pylint

* Fix typo and remove todo.
Signed-off-by: Ningxin <Ningxin.Zheng@microsoft.com>

* Refine NAS benchmark docs and examples

* Improve docs of NAS benchmark

Signed-off-by: Ningxin <Ningxin.Zheng@microsoft.com>

* fix bug bash error

* review by self

* also Trial stdout NFS name issue
Co-authored-by: Lijiao <Lijiaoa@outlook.com>

Co-authored-by: Ning Shang <nishang@microsoft.com>

* add trial job detail link

* refactor remote connection

* fix logic for gpuscheduler

Typo correction.