Installation#
This chapter provides information about the installation of rocAL and related packages.
Prerequisites#
Linux distribution
Ubuntu 20.04 or 22.04
CentOS 7
RedHat 8 or 9
SLES 15-SP5
ROCm-supported hardware
Install ROCm 6.1.0 or later with amdgpu-install: Required usecase - rocm
HIP
RPP
MIVisionX
rocDecode
Half-precision floating-point library - Version 1.12.0 or higher
Google Protobuf
LMBD Library
Python3 and Python3 PIP
Python Wheel
PyBind11
Turbo JPEG
RapidJSON
Optional: FFMPEG
Optional: OpenCV
IMPORTANT * Compiler features required
OpenMP
C++17
Installation instructions#
The installation process uses the following steps:
Install ROCm with amdgpu-install with
--usecase=rocm
Use either Package install or Source Install as described below.
Package install#
Install rocAL runtime, development, and test packages.
Runtime package -
rocal
only provides the dynamic librariesDevelopment package -
rocal-dev
/rocal-devel
provides the libraries, executables, header files, Python bindings, and samplesTest package -
rocal-test
provides ctest to verify installation
On Ubuntu#
sudo apt-get install rocal rocal-dev rocal-test
On CentOS/RedHat#
sudo yum install rocal rocal-devel rocal-test
On SLES#
sudo zypper install rocal rocal-devel rocal-test
Note
Package install requires
Turbo JPEG
,PyBind 11 v2.10.4
andProtobuf V3.12.4
manual installCentOS
/RedHat
/SLES
requiresFFMPEG Dev
package manual install
Source Install#
For your convenience the rocAL-setup.py
setup script is provided for Linux installations. This script will install all the dependencies required for the rocAL API.
Note
This script only needs to be executed once. However, upgrading the ROCm version also requires rerunning the rocAL-setup.py
script.
The process for installing with the setup script is as follows:
Clone rocAL source code
git clone https://github.com/ROCm/rocAL.git
Use either flow depending on the backend:
Instructions for building rocAL with the HIP GPU backend (default)
Instructions for building rocAL with OpenCL GPU backend
Note
rocAL supports two GPU backends: OpenCL and HIP
Running the rocAL-setup.py
setup script#
Prerequisites:
Linux distribution
Ubuntu 20.04 or 22.04
CentOS 7
RedHat 8 or 9
SLES 15-SP5
Install ROCm with amdgpu-install with
--usecase=rocm
Using rocAL-setup.py
script:
python rocAL-setup.py --directory [setup directory - optional (default:~/)]
--opencv [OpenCV Version - optional (default:4.6.0)]
--pybind11 [PyBind11 Version - optional (default:v2.10.4)]
--reinstall [Remove previous setup and reinstall (default:OFF)[options:ON/OFF]]
--backend [rocAL Dependency Backend - optional (default:HIP) [options:OCL/HIP]]
--rocm_path [ROCm Installation Path - optional (default:/opt/rocm) - ROCm Installation Required]
Instructions for building rocAL with the HIP GPU backend (default)#
Run the setup script to install all the dependencies required by the HIP GPU backend:
cd rocAL
python rocAL-setup.py
Run the following commands to build rocAL with the HIP GPU backend:
mkdir build-hip
cd build-hip
cmake ../
make -j8
sudo cmake --build . --target PyPackageInstall
sudo make install
Run tests - test option instructions
make test
Note
PyPackageInstall used for rocal_pybind installation
sudo required for pybind installation
Instructions for building rocAL with OpenCL GPU backend#
Find instructions on building rocAL for use with the OpenCL backend on OPENCL GPU Backend.
Note
rocAL_pybind is not supported on OPENCL backend
rocAL cannot be installed for both GPU backends in the same default folder (i.e.,
/opt/rocm/
)If an app interested in installing rocAL with both GPU backends, then add
-DCMAKE_INSTALL_PREFIX
in the cmake commands to install rocAL with OPENCL and HIP backends into two separate custom folders.
Verify installation#
The installer will copy:
Executables into
/opt/rocm/bin
Libraries into
/opt/rocm/lib
Header files into
/opt/rocm/include/rocal
Apps, & Samples folder into
/opt/rocm/share/rocal
Documents folder into
/opt/rocm/share/doc/rocal
Verify with rocal-test
package#
Test package will install ctest module to test rocAL. Follow below steps to test package install
mkdir rocAL-test && cd rocAL-test
cmake /opt/rocm/share/rocal/test/
ctest -VV