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# Changelog for RPP
Full documentation for RPP is available at [https://rocm.docs.amd.com/projects/rpp/en/latest](https://rocm.docs.amd.com/projects/rpp/en/latest)
## (Unreleased) RPP 3.1.2
### Added
- Single-image processing support for 8 kernels (Brightness, Blend, Box Filter, Crop, Flip, Gaussian Filter, Median Filter, Resize Nearest Neighbor) to match performance with OpenCV
- Runtime backend selection parameter (`RppBackend executionBackend`) for all RPP tensor API functions
- Backend tracking in `rppHandle_t` to store backend type (HOST or HIP)
### Changed
- All RPP tensor API functions now unified with a single function signature
- Updated all test suite calls to use unified API with backend parameter
- Enhanced layout validation for image augmentations within unified API
- Test suite dependency on TurboJPEG removed. Updated to use .rgb files as input.
- OpenCV and pandas are changed to optional dependency for the test suite
## (Unreleased) RPP 3.0.0
* Runtime backend selection parameter (`RppBackend executionBackend`) for all RPP tensor API functions
* Backend tracking in `rppHandle_t` to store backend type (HOST or HIP)
* Added `RPP_ERROR_HIP_LAUNCH` error type for reporting HIP kernel launch errors.
* Added `rpp_BACKEND_TYPE` and `rpp_AUDIO_AUGMENTATIONS_SUPPORT` variables to RPP CMake package config.
### Removed
* BatchPD legacy support completely removed
* LEGACY_SUPPORT compilation flag and all code enclosed within it
* OpenCL backend support
* Batch PD test suite and installation
### Changed
* All RPP tensor API functions now unified with a single function signature
* Updated all test suite calls to use unified API with backend parameter
* Enhanced layout validation for image augmentations within unified API
* CMakeLists.txt updated to remove batch PD references
* Updated test suite to use `rpp_BACKEND_TYPE` and `rpp_AUDIO_AUGMENTATIONS_SUPPORT` variables from RPP CMake package config instead of header parsing.
* `find_package(rpp)` now automatically passes on public include directories to the target link interface.
## RPP 2.2.1 for ROCm 7.2.1
### Added
* Error-code capture in test scripts for all C++ tests.
### Optimized
* Optimized F16 variants by replacing scalar load/store operations with AVX2 intrinsics for spatter, log, blend, color_cast, flip, crop_mirror_normalize, and exposure kernels.
## RPP 2.2.0 for ROCm 7.2.0
### Added
* Pinned buffer API support for HOST and HIP
### Changed
* AMDClag++ compiler has moved to `${ROCM_PATH}/lib/llvm/bin`
### Removed
* The `copy_param_float()` and `copy_param_uint()` mem copy helper functions have been removed as buffers now consistently use pinned/HIP memory
### Resolved issues
* Test Suite - Error Code Capture updates
## RPP 2.1.0 for ROCm 7.1.0
### Added
* Solarize augmentation for HOST and HIP
* Hue and Saturation adjustment augmentations for HOST and HIP
* Find RPP - cmake module
* Posterize augmentation for HOST and HIP
### Changed
* HALF - Fix half.hpp path updates
* Box filter - padding updates
### Removed
* Packaging - Remove Meta Package dependency for HIP
* SLES 15 SP6 support
### Resolved issues
* Test Suite - Fixes for accuracy
* HIP Backend - Check return status warning fixes
* Bugfix - HIP vector types init
## RPP 2.0.0 for ROCm 7.0.0
### Added
* Bitwise NOT, Bitwise AND, Bitwise OR augmentations on HOST (CPU) and HIP backends. (#520)
* Tensor Concat augmentation on HOST (CPU) and HIP backends. (#530)
* JPEG Compression Distortion augmentation on HIP backend. (#538)
* `log1p`, defined as `log (1 + x)`, tensor augmentation support on HOST (CPU) and HIP backends.
* JPEG Compression Distortion augmentation on HOST (CPU) backend. (#531)
### Changed
* All handle creation and destruction APIs have been consolidated to `rppCreate()`, for handle initialization, and `rppDestroy()`, for handle destruction (#513)
* RPP function category "logical_operations" more appropriately renamed to "bitwise_operations". (#520)
* TurboJPEG package installation enabled for RPP Test Suite with `sudo apt-get install libturbojpeg0-dev`. Instructions updated in utilities/test_suite/README.md. (#518)
* Changed API of swap_channels augmentation to be called channel_permute, which now accepts one new argument, "permutationTensor" (pointer to a unsigned int tensor) that provides the permutation order to swap the RGB channels of each input image in the batch in any order. (#547)
* Old API - `RppStatus rppt_swap_channels_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, rppHandle_t rppHandle);`
* New API - `RppStatus rppt_channel_permute_host(RppPtr_t srcPtr, RpptDescPtr srcDescPtr, RppPtr_t dstPtr, RpptDescPtr dstDescPtr, Rpp32u *permutationTensor , rppHandle_t rppHandle);`
### Removed
* Older versions of RPP handle creation inlcuding `rppCreateWithBatchSize()`, `rppCreateWithStream()`, and `rppCreateWithStreamAndBatchSize()` are now removed and replaced with `rppCreate()`.
* Older versions of RPP handle destruction API including `rppDestroyGPU()` and `rppDestroyHost()` are now removed and replaced with `rppDestroy()`.
### Resolved issues
* Test package - debian packages will install required dependencies
## RPP 1.9.10 for ROCm 6.4.0
### Added
* RPP Tensor Gaussian Filter support on HOST (CPU) backend. (#478)
* RPP Fog augmentation on HOST (CPU) and HIP backends. (#446)
* RPP Rain augmentation on HOST(CPU) and HIP backends. (#463)
* RPP Warp Perspective on HOST (CPU) and HIP backends. (#451)
* RPP Tensor Bitwise-XOR support on HOST (CPU) and HIP backends. (#464)
* RPP Threshold on HOST (CPU) and HIP backends. (#456)
* RPP Tensor Box Filter support on HOST (CPU) backend.(#425)
* RPP Audio Support for Spectrogram on HIP backend. (#433)
* RPP Audio Support for Mel Filter Bank on HIP backend. (#421)
### Changed
* AMD Clang is now the default CXX and C compiler
* AMD RPP can now pass HOST (CPU) build with g++ (#517)
* Test Suite case numbers have been replaced with ENUMs for all augmentations to enhance test suite readability (#499)
* Test suite updated to return error codes from RPP API and display them (#483)
* Internal to RPP working - Restructure half.hpp and hip_fp16.h includes in one common header (#459)
### Resolved issues
* CXX Compiler: Fixed HOST (CPU) g++ issues. (#517)
* Deprecation warning fixed for the "'sprintf' is deprecated" warning. (#512)
* Test suite build fix - RPP Test Suite Pre-requisite instructions updated to lock to a specific 'nifti_clib' commit as stated in ReadME - https://github.com/ROCm/rpp/tree/develop/utilities/test_suite#prerequisites (#506)
* Fixed broken image links for pixelate and jitter (#461)
* Internal to RPP working - Bugfix for Log Tensor in stride updation in log_recursive function (#479)
## RPP 1.9.1 for ROCm 6.3.0
### Added
* RPP Glitch has been added to the HOST and HIP backend.
* RPP Pixelate has been added to the HOST and HIP backend.
* The following audio support was added to the HIP backend:
* Resample
* Pre emphasis filter
* Down-mixing
* To Decibels
* Non silent region
### Changed
* Test prerequisites have been updated.
### Removed
* Older versions of TurboJPEG have been removed.
### Optimized
* Updated the test suite
### Resolved issues
* macOS build
* RPP Test Suite: augmentations fix
* Copy: bugfix for `NCDHW` layout
* MIVisionX compatibility fix: Resample and pre-emphasis filter
### Known issues
* Package installation only supports the HIP backend.
### Upcoming changes
* Optimized audio augmentations
## RPP 1.8.0 for ROCm 6.2.0
### Changes
* Prerequisites - ROCm install requires only --usecase=rocm
* Use pre-allocated common scratchBufferHip everywhere in Tensor code for scratch HIP memory
* Use CHECK_RETURN_STATUS everywhere to adhere to C++17 for hip
* RPP Tensor Audio support on HOST for Spectrogram
* RPP Tensor Audio support on HOST/HIP for Slice, by modifying voxel slice kernels to now accept anchor and shape params for a more generic version
* RPP Tensor Audio support on HOST for Mel Filter Bank
* RPP Tensor Normalize ND support on HOST and HIP
### Tested configurations
* Linux distribution
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`
* RHEL - `8`/`9`
* ROCm: rocm-core - `6.1.0.60100`
* Clang - Version `5.0.1`
* CMake - Version `3.22.3`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
### RPP 1.5.0 for ROCm 6.1.1
### Changes
* Prerequisites
### Tested configurations
* Linux distribution
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`
* RHEL - `8`/`9`
* ROCm: rocm-core - `5.5.0.50500-63`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
## RPP 1.4.0 for ROCm 6.0.0
### Additions
* Updated unit tests
* Component-based packaging enabled for dev/runtime/ASan
* ASas build install/package changes added
* License file added to package
* Jenkins Groovy CI scripts enhanced to support multi-component package testing
### Optimizations
* CMakeLists
### Changes
* Documentation
* Replaced boost functions with the standard C++ library to remove boost library dependency
### Fixes
* OCL backend
### Tested configurations
* Linux
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`
* RHEL - `8`/`9`
* ROCm: rocm-core - `5.5.0.50500-63`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
## RPP 1.3.0 for ROCm 5.7.1
### Additions
* Updated unit tests
### Optimizations
* CMakeLists
### Changes
* Documentation
### Fixes
* OCL backend
### Tested configurations
* Linux
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`
* RHEL - `8`/`9`
* ROCm: rocm-core - `5.5.0.50500-63`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
## RPP 1.2.0 for ROCm 5.7.1
### Additions
* Updated unit tests
### Optimizations
* CMakeLists
### Changes
* Documentation
### Fixes
* OCL backend
* Jenkins CI - OCL Build Test
### Tested configurations
* Linux
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`
* RHEL - `8`/`9`
* ROCm: rocm-core - `5.5.0.50500-63`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
## RPP 1.1.0 for ROCm 5.7.0
### Additions
* Parameter support for OpenMP numthreads
### Optimizations
* Readme updates
### Changes
* RPP API updates
### Fixes
* Minor bugs
### Tested configurations
* Linux
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`
* RHEL - `8`/`9`
* ROCm: rocm-core - `5.5.0.50500-63`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
### Known issues
* SLES - the Clang package is missing in the latest updates, which means Clang must be manually
installed.
## RPP 1.0.0 for ROCm 5.7.0
### Additions
* Test Suite for all backends
### Optimizations
* Readme updates
* Tests
* Build and prerequisites
### Changes
* Our name has changed from *Radeon Performance Primitives* to *ROCm Performance Primitives*
* Lib name: `amd_rpp` to `rpp`
### Fixes
* Minor bugs
* Tests
* Readme
### Tested configurations
* Linux
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`
* RHEL - `8`/`9`
* ROCm: rocm-core - `5.4.0.50400-72`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
### Known issues
* SLES - the Clang package is missing in the latest updates, which means Clang must be manually
installed.
## RPP 0.99 for ROCm 5.7.0
### Additions
* Linux dockers
### Optimizations
* Readme updates
### Changes
* CMakeList
### Fixes
* Minor bugs and warnings
### Tested configurations
* Linux distribution
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`/`8`
* ROCm: rocm-core - `5.4.0.50400-72`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
## RPP 0.98 for ROCm 5.7.0
### Additions
* Dockers
### Optimizations
* Readme updates
### Changes
* CMakeList
### Fixes
* Minor bugs and warnings
### Tested configurations
* Linux
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`/`8`
* ROCm: rocm-core - `5.3.0.50300-63`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
## RPP 0.97 for ROCm 5.7.0
### Additions
* Support for CentOS 7 & SLES 15 SP2
* Support for ROCm 5.3+
* Support for Ubuntu 22.04
### Optimizations
* Readme updates
### Changes
* CMakeList updates
### Fixes
* Minor bugs and warnings
### Tested configurations
* Linux distribution
* Ubuntu - `20.04` / `22.04`
* CentOS - `7`/`8`
* ROCm: rocm-core - `5.3.0.50300-36`
* Clang - Version `5.0.1` and above
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
## RPP 0.96 for ROCm 5.7.0
### Additions
* New tests
### Optimizations
* Readme updates
### Changes
* `CPU`/`HIP`/`OpenCL` backend updates
### Fixes
* Minor bugs and warnings
### Tested configurations
* Linux
* Ubuntu - `18.04` / `20.04`
* CentOS - `8`
* ROCm: rocm-core - `5.2.0.50200-65`
* Clang - Version `6.0+`
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
### Known issues
* RPP is not supported on CentOS 7 and SLES SP2
## RPP 0.95 for ROCm 5.7.0
### Additions
* New tests
* CPU backend support
### Optimizations
* Readme updates
### Changes
* `HIP` is now the default backend
### Fixes
* Minor bugs and warnings
### Tested configurations
* Linux
* Ubuntu - `18.04` / `20.04`
* CentOS - `8`
* ROCm: rocm-core - `5.2.0.50200-65`
* Clang - Version `6.0`
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
### Known issues
* ROCm reorganization: install updates no longer match ROCm specifications
## RPP 0.93 for ROCm 5.7.0
### Additions
* New tests
### Optimizations
* Readme updates
### Changes
* `HIP` is now the default backend
### Fixes
* Minor bugs and warnings
### Tested configurations
* Linux
* Ubuntu - `18.04` / `20.04`
* CentOS - `8`
* ROCm: rocm-core - `5.0.0.50000-49`
* Clang - Version `6.0`
* CMake - Version `3.22.3`
* Boost - Version `1.72`
* IEEE 754-based half-precision floating-point library - Version `1.12.0`
### Known issues
* `CPU` backend is not enabled
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