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RPP Sobel Filter Tensor HIP#345

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HazarathKumarM wants to merge 33 commits intor-abishek:developr-abishek/rpp:developfrom HazarathKumarM:hk/sobel_filter_hipHazarathKumarM/rpp:hk/sobel_filter_hipCopy head branch name to clipboard

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Commits

Commits on Jul 26, 2024

• initial commit

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  22a39a4

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• added initial support for 3x3 kernel gradient x variant

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• added support for gradient y and gradient xy variants

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Commits on Jul 27, 2024

• fixed the issue with border pixel processing in raw c code

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Commits on Jul 29, 2024

• reverted back to previous version

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  e71e319

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• fixed the xy gradient output issues

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• decoupled xy gradient from x, y gradient variants

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• modified raw c process function names for better clarity

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• modified to process pixels in vectorized manner per iteration

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• added support for other data types

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Commits on Jul 30, 2024

• added support to convert RGB images to grey scale images before passing to sobel filter

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• added support for 5x5 kernel size

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• added support for 7x7 kernel size

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• added sobel filter case number in runTests.py

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Commits on Jul 31, 2024

• made changes in test suite to test all gradient types for all layout variants for kernel size 3

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• added golden output for 3x3 kernel size

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• fixed pointer assignment w.r.t ifdef for AVX2 flag inside kernel

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• added golden output for kernelsize 5

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• fixed the output issues with 7x7 kernel and added QA support

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• Merge branch 'develop' into sr/sobel_filter_host

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Commits on Aug 5, 2024

• modified the docs as per the latest changes in kernel

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• fixed variable names in helper functions added in test suite

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• added validation checks for sobelType and kernelSize

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• reverted unwanted changes added in rpp_cpu_simd.hpp

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• added blank line at EOF for sobel_filter.hpp

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Commits on Aug 30, 2024

• Merge branch 'develop' into sr/sobel_filter_host

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  7bf0a22

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• added the required version changes

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• added validation for dst channels 3

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Commits on Sep 20, 2024

• Add 3x3 intial HIP implementation

  HazarathKumarM

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  ef9bb75

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• Adds 5x5 HIP implementation for sobel filter

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  9a63e78

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• Adds 7x7 HIP implementation for sobel filter

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Commits on Sep 24, 2024

• Add version changes , update maps in common.py and code cleanup

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• Minor code cleanup

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