To use restricted memory version, user’s input matrix sizes must be multiple of certain configuration values that are used to build the FPGA bitstreams. Also, host memory is encouraged to be 4k aligned when using restricted memory version. Compared to the default memory version, even though there are requirements on the matrix sizes, restricted memory version could save extra memory copy in host side.