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Changelog for RPP

Full documentation for RPP is available at https://rocm.docs.amd.com/projects/rpp/en/latest

(Unreleased) RPP 1.8.0

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