Singular Value Decomposition for general matrix (GESVJ)

The hardware resources and performance for double datatype gesvj is listed in Table 4.

Table 4 double Type GESVJ performance table

Matrix Size	Unroll	URAM	BRAM	DSP	Register	LUT	Kernel time (ms)	Frequency (MHz)
64x64	2	55	27	282	81753	73895	27.8	300
512x512	4	192	41	500	98763	92207	4827	230
512x512	16	192	125	1808	203666	165800	4686.5	249

Note

Board: Xilinx Alveo U250 Data Center Accelerator Card

The accuracy of GESVJ implementation has been verified with Lapack dgesvd (QR based SVD) and dgesvj (Jacobi SVD) functions.