Profiling and Benchmarks - 2024.2 English - XD160

Vitis Libraries

Document ID
XD160
Release Date
2024-11-29
Version
2024.2 English

The kernel is validated on an AMD Alveo™ U55C board at 220MHz frequency. The hardware resource utilization and benchmark results are shown in the following tables.

Table 126 Table 1 Hardware resources
Name LUT Register BRAM URAM DSP
denseSimilarityKernel (int + 2CU + Coeffs) 262317 233100 794 48 9
Table 127 Table 2 Performance comparison of dense graph between TigerGraph on CPU and FPGA
Datasets Vertex Edges Similarity Type FPGA Time / ms TigerGraph (32 core 512 GB)
Time / ms Speed up
Patients(1GB/CU) 1250000 200 Cosine 7.0 585.7 83.5

Note

1. Tigergraph running on platform with Intel(R) Xeon(R) CPU E5-2640 v3 @2.600GHz, 32 Threads (16 Core(s)).
2. The uint + float version and integer version have relatively similar performance.
3. Time unit: ms.