[HugeCTR]Add a new base for hugectr (#1098)

* Add ctr base image and install ctr components in merlin-hugectr

* Use same version for pytorch base image

* Correct torch python folder name for new version

* Add merlin and test script for ctr-base

* upate test script for new ctr-base and merlin-hugectr

* Fix typo

* Remove some packages hugectr maynot use

* Add back keras since SOK uses it

* Refactor dockerfiles

* Correct relative path

* Upgrade upstream image to 24.03

* Remove libboost which not in triton container

* Add libhdf5-dev

* Add execution privilege for test scripts

* Remove unused test script

* correct for base version

Some fixes for security issue (#1094)

* Fix some security issue

* Change back version for transformers

* Add some comments

Remove the inference related test (#1072)

deactivate merlin repo integration tests for merlin-tensorflow contai…

…ner (#1061)

Fixed preprocessing and training scripts in Quick-start for Ranking (#…

…1017)

* Fixed preprocessing, which was not standardizing and tagging continuous columns properly and fixing W&D and DeepFM models to use the updated API

* Updated example command for ranking.py

* Moving indexing after filter

revert tensorflow install (#997)

Add sm 90 for hugectr (#907)

Install comptabile version of protobuf in integration test (#911)

merge in

save env var for systems test (#780)