Add support for new augmentations in rocAL - Group 4

[SundarRajan98]

Motivation

Integrates new RPP augmentations in rocAL:

• GaussianNoise
• ShotNoise
• Spatter
• Log
• ColorJitter
• Water

Corresponding MIVisionX PR - #1601

Technical Details

• Added six new augmentation kernels with both fixed and parameterized variants
• Implemented C++ node classes for each augmentation with proper initialization and update methods
• Exposed Python bindings for all new augmentations

Test Plan

Test Result

Submission Checklist

• Look over the contributing guidelines at https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests.

[codecov]

Codecov Report

❌ Patch coverage is 93.13305% with 32 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
rocAL/source/api/rocal_api_augmentation.cpp	90.76%	22 Missing ⚠️
...ugmentations/arithmetic_augmentations/node_log.cpp	83.33%	2 Missing ⚠️
...ions/effects_augmentations/node_gaussian_noise.cpp	94.44%	2 Missing ⚠️
...ntations/effects_augmentations/node_shot_noise.cpp	93.55%	2 Missing ⚠️
...augmentations/effects_augmentations/node_water.cpp	96.43%	2 Missing ⚠️
...ntations/color_augmentations/node_color_jitter.cpp	97.78%	1 Missing ⚠️
...gmentations/effects_augmentations/node_spatter.cpp	97.87%	1 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##           develop     #441      +/-   ##
===========================================
+ Coverage    78.58%   78.98%   +0.40%     
===========================================
  Files          294      307      +13     
  Lines        23013    24146    +1133     
===========================================
+ Hits         18084    19071     +987     
- Misses        4929     5075     +146     

Files with missing lines	Coverage Δ
.../augmentations/arithmetic_augmentations/node_log.h	100.00% <100.00%> (ø)
...ntations/color_augmentations/node_color_jitter.cpp	97.78% <97.78%> (ø)
...gmentations/effects_augmentations/node_spatter.cpp	97.87% <97.87%> (ø)
...ugmentations/arithmetic_augmentations/node_log.cpp	83.33% <83.33%> (ø)
...ions/effects_augmentations/node_gaussian_noise.cpp	94.44% <94.44%> (ø)
...ntations/effects_augmentations/node_shot_noise.cpp	93.55% <93.55%> (ø)
...augmentations/effects_augmentations/node_water.cpp	96.43% <96.43%> (ø)
rocAL/source/api/rocal_api_augmentation.cpp	84.87% <90.76%> (+0.82%)	⬆️

... and 5 files with indirect coverage changes

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