Dropout (Grid) and Dropout (Cutout) on HIP and HOST

[r-abishek]

• Adds Grid and Cutout Dropout augmentations on HIP and HOST
• Adds support for U8/F32/F16/I8 bit depths and NCHW/NHWC variants with toggle support
• Adds relevant unit / qa / performance tests

[codecov]

Codecov Report

❌ Patch coverage is 97.53954% with 14 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
...dules/tensor/rppt_tensor_effects_augmentations.cpp	95.56%	12 Missing ⚠️
src/modules/tensor/hip/kernel/grid_dropout.cpp	97.75%	2 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##           develop     #679      +/-   ##
===========================================
- Coverage    92.49%   91.96%   -0.52%     
===========================================
  Files          202      204       +2     
  Lines        91730    92299     +569     
===========================================
+ Hits         84838    84882      +44     
- Misses        6892     7417     +525     

Files with missing lines	Coverage Δ
src/modules/tensor/cpu/kernel/grid_dropout.cpp	100.00% <100.00%> (ø)
src/modules/tensor/hip/kernel/grid_dropout.cpp	97.75% <97.75%> (ø)
...dules/tensor/rppt_tensor_effects_augmentations.cpp	89.50% <95.56%> (-3.40%)	⬇️

... and 4 files with indirect coverage changes

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[rrawther]

please address all the review comments

[rrawther]

please address review comments