Datasets
Refer to Dataset in Table 1.
Performance
For representing the resource utilization in each benchmark, separate the overall utilization into two parts, where P stands for the resource usage in the platform, that is those instantiated in static region of the FPGA card, as well as which K represents those used in kernels (dynamic region). The target device is set to the AMD Alveo™ U280.
These are details for benchmark result and usage steps:
Test Overview
Here are benchmarks of the Vitis Data Analytics Library using the Vitis environment.
- Download the code
These data analytics benchmarks can be downloaded from the vitis libraries main branch.
git clone https://github.com/Xilinx/Vitis_Libraries.git cd Vitis_Libraries git checkout main cd data_analytics
- Set up the environment
Specify the corresponding Vitis, XRT, and path to the platform repository by running the following commands:
source <intstall_path>/installs/lin64/Vitis/2021.1_released/settings64.sh source /opt/xilinx/xrt/setup.sh export PLATFORM_REPO_PATHS=/opt/xilinx/platforms