Benchmark Result on Board - 2023.2 English

Vitis Libraries

Release Date
2023-12-20
Version
2023.2 English

Meanwhile, benchmark results at 276MHz frequency on Alveo U250 board with 2019.2 shell are shown as below:

Dataset samples classes features iterations Spark (4 threads) Spark (8 threads) Spark (16 threads) Spark (32 threads) Spark (56 threads) FPGA (:ms)
PUF 2000000 2 64 20 192548 (61.9X) 112903 (36.1X) 69806 (22.2X) 68548 (21.9X) 68080 (21.9X) 3078
HIGGS 5000000 2 28 100 2224074 (147.6X) 1401467 (92.9X) 873412 (57.9X) 601885 (39.8X) 590843 (39.1X) 15067