Profiling - 2024.2 English

The support vector machine design is validated on an AMD Alveo™ U250 board at a 300 MHz frequency. The hardware resource utilizations are listed in the following table.

Table 38 Table 1 Hardware Resources for Support Vector Machine

Name	LUT	BRAM	URAM	DSP
Platform	178466	403	0	13
SVM	366992	276	132	1232
SVM_1	91725	69	33	308
SVM_2	91671	69	33	308
SVM_3	91815	69	33	308
SVM_4	91781	69	33	308
User Budget	1547750	2285	1280	12275
Used Resources	366992	276	132	1232
Percentage	23.71%	12.08%	10.31%	10.04%

The performance is shown below.

In above test, this design takes 0.23 ms to process 999 samples with 65 features, so its throughput is 1.05 Gb/s.