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Changelog for rocCV

The full documentation for rocCV is available at https://rocm.docs.amd.com/projects/rocCV/en/latest/index.html

(In Progress) rocCV 0.5.0 for ROCm 7.12.0

Added

Added Reformat operator.
Dockerfile support for running rocCV in a container environment.

Changed

Switched from submodules to CMake's FetchContent() for DLPack and Pybind11 dependencies.
Benchmarking suite now uses rocRAND for random data generation on the device.

Known issues

Python bindings are installed improperly, causing double import issues when importing it into a project.

Upcoming changes

TBD

rocCV 0.4.0 for ROCm 7.2.0

Added

Reflect 101 border mode.
Bicubic interpolation.
Convert To operator.

Changed

Pybind11 and DLPack requirements moved to git submodules.
Border value parameters now use Saturate cast instead of Range cast when being converted to their internal types. This means passing in 1.0f as a value for a U8 image will result in a value of 1, whereas previously it would have been converted to 255.
Updated border C-model.

Known issues

N/A

Upcoming changes

TBD

rocCV 0.3.0 for ROCm 7.1.0

Changed

AMD Clang - Location update to ${ROCM_PATH}/lib/llvm/bin

Known issues

Installation on CentOS/RedHat/SLES requires the manual installation of the DLPack and OpenCV packages.
On Ubuntu 22.04 use pip3 install numpy~=1.23

Upcoming changes

TDB

rocCV 0.2.0 for ROCm 7.0.0

Changed

AMD Clang is now the default CXX and C compiler.

Known issues

Installation on CentOS/RedHat/SLES requires the manual installation of the DLPack and OpenCV packages.
On Ubuntu 22.04 use pip3 install numpy~=1.23

Upcoming changes

TDB