Vitis Graph Library¶
Vitis Graph Library is an open-sourced Vitis library written in C++ for accelerating graph applications in a variety of use cases. It now covers a level of acceleration: the pre-defined kernel level (L2), and will evolve to offer the module level (L1) and the software API level (L3).
Currently, this includes the following algorithm implementation:
- Centrality analysis: Page Rank.
- Pathfinding: Single Source Shortest Path.
- Connectivity analysis: Weekly Connected Components and Strongly Connected Components.
- Community Detection: Label Propagation and Triangle Count.
- Search: Breadth First Search.
- Graph Format: Calculate Degree and Format Convert between CSR and CSC.
Setup the build environment using the Vitis and XRT scripts.
source <install path>/Vitis/2020.1/settings64.sh source /opt/xilinx/xrt/setup.sh export PLATFORM_REPO_PATHS=/opt/xilinx/platforms
PLATFORM_REPO_PATHS to the installation folder of platform files can enable makefiles
in this library to use
DEVICE variable as a pattern.
Otherwise, full path to .xpfm file needs to be provided via
- Design Internals
- Internal Design of Breadth-first Search
- Internal Design of Single Source Shortest Path
- Internal Design of Connected Component
- Internal Design of Strongly Connected Component
- Internal Design of Triangle Counting
- Internal Design of Label Propagation
- Internal Design of PageRank
- Internal Design of PageRankMultiChannels
- Internal Design of CalcuDgree
- Internal Design of Convert CSC CSR
- Internal Design of General Similarity
- Internal Design of Sparse Similarity
- Internal Design of Dense Similarity