# GraphHLS

**Repository Path**: GPGPM/GraphHLS

## Basic Information

- **Project Name**: GraphHLS
- **Description**: No description available
- **Primary Language**: C
- **License**: MulanPSL-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-03-02
- **Last Updated**: 2021-04-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# GraphHLS
GraphHLS is a graph-specific high level synthesis framework with high performance. 

# About
Two aspacts make the GraphHLS deliver superior performance. On the one hand, GraphHLS support HBM which supports 460GB/s bandwidth. On the other hand, GraphHLS implements 256 pipelines which is much larger than other works.


# Performance(BFS)


| Graphs  | Graph type | *```E```* | *```V```*  | *```D_avg```* | Performance |
|--------|-----------|------------|-------------|------------ |------------ |
| rmat_19_16  | 有向图  | 524.29K  | 8.39M  | 16  | 2.97GTEPS| 
| rmat_19_16  | 有向图  | 524.29K  | 16.78M  | 32  | 4.77GTEPS| 
| rmat_19_64  | 有向图  | 524.29K  | 33.55M  | 64  | 7.05GTEPS| 
| rmat_21_16  | 有向图  | 2.10M  | 33.55M  | 16  | 4GTEPS| 
| rmat_21_32  | 有向图  | 2.10M  | 67.11M  | 32  | 5.99GTEPS| 
| rmat_21_64  | 有向图  | 2.10M  | 134.22M  | 64  | 8.21GTEPS| 
| rmat_23_16  | 有向图  | 8.39M  | 134.22M  | 16  | 6.78GTEPS| 
| rmat_23_32  | 有向图  | 8.39M  | 268.44M  | 32  | 6.38GTEPS| 
| rmat_23_64  | 有向图  | 8.39M  | 536.87M  | 64  | 8.54GTEPS| 
| rmat_24_16  | 有向图  | 16.78M  | 268.44M  | 16  | 4.5GTEPS| 
| rmat_24_32  | 有向图  | 16.78M  | 536.87M  | 32  | 6.41GTEPS| 
| soc-LiveJournal1  | 有向图  | 4.85M  | 69.0M  | 14.2  | 2.42GTEPS| 
| soc-pokec-relationships  | 有向图  | 1.63M  | 30.62M  | 19.7  | 2.76GTEPS| 
| Wiki-Talk  | 有向图  | 2.39M  | 5.02M  | 2.1  | 2.26GTEPS| 
| ca-hollywood-2009  | 无向图  | 1.07M  | 112.61M  | 105.2  | 6.74GTEPS| 
| com-orkut  | 无向图  | 3.07M  | 234.37M  | 76.34  | 6.53GTEPS| 
| soc-twitter-2010  | 无向图  | 21.3M  | 530.05M  | 24.88  | 3.49GTEPS| 
 
Throughput of different graph processing algorithms over datasets on U280 platform.

# Build
To build GraphHLS, please see the Xilinx Vitis guide for a specific walkthrough.

# Run
```sh
./GraphHLS binary_container_1.xclbin ./dataset/rmat_10_16.txt
```