* Optimized version of channel dropout HIP backend and working code for HOST AVX, SSE

* Modified name for dropout compute function

* Modified way of AVX and SSE version channel dropout to avoid if statments

* Modified Channel Dropout with generic compute code reused

* Parameters and name change for channel dropout

* Modified HIP for better performance

* Modified the code and made the channel dropout templated version for all the bitdepths

* Modified Erase kernel for grid and cutout dropout version for better performance

* Modified the .h file to have the dropout to effects and added output images in the docs

* Added output image and modified the .h file to effects for channel dropout

* Removed space

* added space

* Moved grid dropout .h to effects

* Modified channel dropout for I8 variant HOST side

* Resolved all review comments and modified code to produce results for i8 variant

* Removed empty line

* Resolved review comments

* Modified HOST after merge

* Made changes after merging and QA passed for dropout

* Channel dropout make_float 4 macro changes

* Updated QA with random generator and updated BIN files

* Modified QA name changes

* Modified RandomSeed value passed as parameter to the function call

* Update rppt_tensor_effects_augmentations.cpp

indentation modified

* Initial modified HIP backend Grid dropout with better performance

* Removed space and review comments resolved

* Added I8 support for grid dropout

* Updated and modified indentation

* Modified HIP backend test suite changes

* Host side modification for dropout to use init function in API level and have a seperate file for Grid dropout HOST backend

* Modified color buffer to use scratch Buffer Host

* colon removed

* Fixed linker issue and HIP backend passed

* Added random erase dropout functionality and modified the test suite

* channel dropout implementation

* Resolved all the review comments and modified the magic number to set as constant for better understanding, added required comments

* Removed other varients of dropout

* Removed rd inside kernel

* Update kernel and removed unwanted functions

* HOST modifications for randomErase

* Modified randomization in test suite

* Removed unwanted files and headers

* Resolved review comments

* Updated documentation and resolved comments

* updated random noise generation in test suite HOST implementation

* Updated kernel files for random erase to remove noise generation logic in test suite and pass buffer for random noise

* updated init dropout function

* Added break statement after merge conflicts

* ROI fixes - Box filter and Median filter (ROCm#652)

* Add Box and Median Filter ROI fixes after minor corrections

* Fix source index computation

---------

Co-authored-by: Mukesh <mukesh.jayakodi@multicorewareinc.com>
Co-authored-by: Kiriti Gowda <kiritigowda@gmail.com>

* Removed numBoxTensor parameter and resolved review comments

* Added early condition to check and return the invalid ROI region

* Updated kernel to use anchorBox info for random erase kernel

* Add unified api for random_erase

* Resolved review comments

* Updated param name for batchSize

* Resolved review comments

* Reverted modified changes

---------

Co-authored-by: sampath117 <snehaa@multicorewareinc.com>
Co-authored-by: RooseweltMcW <austin.roosewelt@multicorewareinc.com>
Co-authored-by: HazarathKumarM <hazarathkumar@multicorewareinc.com>
Co-authored-by: Mukesh <mukesh.jayakodi@multicorewareinc.com>
Co-authored-by: Kiriti Gowda <kiritigowda@gmail.com>
Co-authored-by: HazarathKumarM <119284987+HazarathKumarM@users.noreply.github.com>