为什么延迟太高，即使它只是 RGB 到灰色转换 (Vivado HLS)？

Question

我正在 Vivado HLS 2015.4 上处理图像。

我的延迟非常高，约为 311774 个时钟周期。即使程序只需要两个输入图像并将其从 RGB 转换为灰色。总延迟为 311774，因为我得到所有三个 Axi2Mat、RGB2GRAY 和 Mat2AXI.

的 77-78k 延迟

有什么方法可以减少它，以便我可以将其流水线化，使最终延迟达到 78k 左右？

我附上我的代码和综合报告：

#include <hls_video.h>
#include <hls/hls_video_types.h>
#include "top.h"


void toGray(AXI_IN_STREAM &IN_STREAM_1, AXI_IN_STREAM &IN_STREAM_2, AXI_OUT_STREAM &OUT_STREAM_1, AXI_OUT_STREAM &OUT_STREAM_2, unsigned int cols, unsigned int rows){
    #pragma HLS INTERFACE axis port=IN_STREAM_1
    #pragma HLS INTERFACE axis port=OUT_STREAM_1

    #pragma HLS INTERFACE axis port=IN_STREAM_2
    #pragma HLS INTERFACE axis port=OUT_STREAM_2


    #pragma HLS RESOURCE core=AXI_SLAVE variable=rows metadata="-bus_bundle CONTROL"
    #pragma HLS RESOURCE core=AXI_SLAVE variable=cols metadata="-bus_bundle CONTROL"
    #pragma HLS RESOURCE core=AXI_SLAVE variable=return metadata="-bus_bundle CONTROL"

    #pragma HLS INTERFACE ap_stable port=rows
    #pragma HLS INTERFACE ap_stable port=cols

    hls::Mat<MAX_HEIGHT, MAX_WIDTH, HLS_8UC3> inMat_1(rows, cols);
    hls::Mat<MAX_HEIGHT, MAX_WIDTH, HLS_8UC3> inMat_2(rows, cols);

    hls::Mat<MAX_HEIGHT, MAX_WIDTH, HLS_8UC1> grayMat_1(rows, cols);
    hls::Mat<MAX_HEIGHT, MAX_WIDTH, HLS_8UC1> grayMat_2(rows, cols);


 // hls::Mat<MAX_HEIGHT, MAX_WIDTH, HLS_8UC1> outMat(rows, cols);

    hls::AXIvideo2Mat(IN_STREAM_1, inMat_1);
    hls::AXIvideo2Mat(IN_STREAM_2, inMat_2);

    hls::CvtColor<HLS_BGR2GRAY, HLS_8UC3, HLS_8UC1>(inMat_1, grayMat_1);
    hls::CvtColor<HLS_BGR2GRAY, HLS_8UC3, HLS_8UC1>(inMat_2, grayMat_2);
 // hls::EqualizeHist(grayMat, outMat );




    hls::Mat2AXIvideo(grayMat_1, OUT_STREAM_1);
    hls::Mat2AXIvideo(grayMat_2, OUT_STREAM_2);

}

Answer 1

UG902: Vivado Design Suite User Guide P. 293: Since the functions are already pipelined, adding the DATAFLOW optimization ensures the pipelined functions will execute in parallel.

因此，只需将 #pragma HLS dataflow 指令添加到您的代码中，即可确保您每个时钟处理一个样本，并在函数之间进行数据流处理。因此，延迟应该减少到 77-78k（我假设是 cols*rows）。

为什么延迟太高，即使它只是 RGB 到灰色转换 (Vivado HLS)？

Why latency is too high even though it's just RGB to gray conversion (Vivado HLS)?

c++

image-processing

vivado

low-latency

vivado-hls