/pynqz2_dpu140

This TRD is implement DPU v1.4.0 on PYNQ-Z2 board

Primary LanguageV

PYNQ-Z2_DPU_TRD

Reference: https://github.com/alexhegit/zc702_dpu140_trd

Running Yolo on PYNQ-Z2 ( DPU v1.4)

Quick Start

Prerequisites

 - Xilinx Vivado v2018.3
 - Xilinx Petalinux v2018.3
 - Xilinx DNNDK v3.0
 - Xilinx DPU IP v1.4.0

File tree in this git project

Vivado Design Suite

  1. Create a new project for the PYNQ-Z2.
  2. Add the DPU IP to the project.
  3. Use a .tcl script to hook up the block design in the Vivado IP integrator.
  4. Examine the DPU configuration and connections.
  5. Generate the bitstream
  6. Export the .hdf file.

PetaLinux

  1. Create a new PetaLinux project with the "Template Flow."
  2. Import the .hdf file from the Vivado Design Suite.
  3. Add some necessary packages to the root filesystem.
  4. Update the device-tree to add the DPU.
  5. Build the project.
  6. Create a boot image.

Application

  1. Install DNNDK v3.0
  2. Run the yolov3 application

Building the Hardware Platform in the Vivado Design Suite

Step 1: Create a project in the Vivado Design Suite

  1. Create a new project based on the PYNQ-Z2 boards files

    • Project Name: pynq_dpu

    • Project Location: <PROJ ROOT>/vivado

    • Do not specify sources

    • Select PYNQ-Z2 Evaluation Platform

  2. Click Finish.

Step 2: Add the DPU IP repository to the IP catalog

  1. Click Setting in the Project Manager.
  2. Click IP Repository in the Project Settings.
  3. Select Add IP Repository into DPU IP directory. ( <PROJ ROOT>/vivado/dpu_ip_v140 )
  4. Click OK.

Step 3: Create the Block Design

  1. Open the TCL Console tab, cd to the <PROJ ROOT>/vivado directory, and source the .tcl script :

    source design_1.tcl

  2. Click Regenerate Layout in the Block Design

Step 4: Examine the DPU configuration and connections

The details in step by step can refer to PG338 and here just some highlight attentions.

  • S_AXI Clock @ 100MHz
  • M_AXI Clock @ 150MHz for DPU and Clock @ 300MHz for DPU DSP
  • DPU IRQ connect to IRQ_F2P[0]

  • DPU S_AXI address set 0x4F000000 - 0x4FFFFFFF(16M)

When the block design is complete, right-click on the design_1 in the Sources tab and select Create HDL Wrapper.

Step 5: Generate the bitstream

  1. Click Generate Bitstream.

The FPGA resource for DPU 1152 on PYNQ-Z2

Step 6: Export the .hdf file.

  1. Click File > Export > Export Hardware.
  2. Make sure to include the bitstream.
  3. Click OK.

You can find the HDF from the path <PROJ ROOT>/pynq_dpu/vivado/pynq_dpu/project_1.sdk

Generating the Linux Platform in PetaLinux

You may export the HDF(*.hdf) from Vivado projcet to Petalinux project here

Step 1: Create a PetaLinux project

source /opt/pkg/petalinux/2018.3/settings.sh
cd  <PROJ ROOT>
petalinux-create -t project -n pynq_dpu --template zynq

Step 2: Import the .hdf file

$cd pynq_dpu
$petalinux-config --get-hw-description=[PATH to vivado HDF file]

Set SD rootfs mode Petalinux-config Menu run auto after imported HDF.

Please set SD rootfs by : Image Packaging Configuration --> Root filesystem type (SD card) --> SD card

Step 3: Copy recipes to the PetaLinux project

  1. Add a recipe to add the DPU utilities, libraries, and header files into the root file system.
$cp -rp <PROJ ROOT>/petalinux/meta-user/recipes-apps/dnndk/ project-spec/meta-user/recipes-apps/
  1. Add a recipe to build the DPU driver kernel module.
$cp -rp <PROJ ROOT>/petalinux/meta-user/recipes-modules project-spec/meta-user
  1. Add a recipe to create hooks for adding an “austostart” script to run automatically during Linux init.
$cp -rp <PROJ ROOT>/petalinux/meta-user/recipes-apps/autostart project-spec/meta-user/recipes-apps/
  1. Add a bbappend for the base-files recipe to do various things like auto insert the DPU driver, auto mount the SD card, modify the PATH, etc.
$cp -rp <PROJ ROOT>/petalinux/meta-user/recipes-core/base-files/ project-spec/meta-user/recipes-core/
  1. Add DPU to the device tree At the bottom of project-spec/meta-user/recipes-bsp/device-tree/files/system-user.dtsi, add the following text:
/include/ "system-conf.dtsi"
/ {
	amba_pl: amba_pl {
		#address-cells = <1>;
		#size-cells = <1>;
		compatible = "simple-bus";
		ranges ;
		dpu_eu_0: dpu_eu@4f000000 {
			clock-names = "s_axi_aclk", "dpu_2x_clk", "m_axi_dpu_aclk";
			clocks = <&misc_clk_0>, <&misc_clk_1>, <&misc_clk_2>;
			compatible = "xlnx,dpu-eu-2.0";
			interrupt-names = "dpu_interrupt";
			interrupt-parent = <&intc>;
			interrupts = <0 29 4>;
			reg = <0x4f000000 0x1000000>;
		};
		misc_clk_0: misc_clk_0 {
			#clock-cells = <0>;
			clock-frequency = <100000000>;
			compatible = "fixed-clock";
		};
		misc_clk_1: misc_clk_1 {
			#clock-cells = <0>;
			clock-frequency = <300000000>;
			compatible = "fixed-clock";
		};
		misc_clk_2: misc_clk_2 {
			#clock-cells = <0>;
			clock-frequency = <150000000>;
			compatible = "fixed-clock";
		};
	};
};

&dpu_eu_0{
        compatible = "xilinx,dpu";
};

Note: the reg = <0x4f000000 0x1000000> should be match with the DPU S_AXI address set **0x4F000000 ** ( Vivado : Step 4)

Step 4: Configure PetaLinux to install the dnndk files

$vi project-spec/meta-user/recipes-core/images/petalinux-image.bbappend

Add the following lines:

  IMAGE_INSTALL_append = " dnndk"
  IMAGE_INSTALL_append = " autostart"
  IMAGE_INSTALL_append = " dpu"

Step 5: Configure the rootfs

Use the following to open the top-level PetaLinux project configuration GUI.

$petalinux-config -c rootfs

  1. Enable each item listed below:

    Filesystem Packages ->

    • console -> utils -> pkgconfig -> pkgconfig

    Petalinux Package Groups ->

    • opencv
    • opencv-dev
    • v4lutils
    • v4lutils-dev
    • self-hosted
    • self-hosted-dev
    • x11

    Apps ->

    • autostart

    Modules ->

    • dpu

  2. Exit and save the changes.

Step 6: Build the kernel and root file system

$petalinux-build

Step 7: Create the boot image

$cd images/linux

petalinux-package --boot --fsbl --u-boot --fpga

Step 8: Boot the linux image

  1. Prepare SD card and partion it by gparted .
$sudo gparted

If gparted is not installed, enter

$sudo apt-get install gparted

Select SD card in gparted

Umount the SD card and delete the existing partitions on the SD card

Unallocated in Gparted

Right click on the allocated space and create a new partition according to the settings below

The first is BOOT partioin in FAT32 Free Space Proceeding (MiB): 4, New Size (MiB) : 1024, File System : FAT32, Label : BOOT

The second is ROOTFS partion in ext4 Free Space Proceeding (MiB): 0, Free Space Following(MiB): 0, File System : ext4, Label :ROOTFS

Turn off gparted and mount the two partitions you just formatted.

Copy images files to SD card(BOOT.bin and image.ub to BOOT partion and extract rootfs.tar.bz2 into ROOTFS partion.)

$sudo tar xzf rootfs.tar.gz -C /media/{user}/ROOTFS/

$sync

$cp BOOT.bin image.ub /media/{user}/BOOT
  1. Boot the PYNQ-Z2 with this image

PYNQ-Z2 Board Setup

  1. Set the Boot jumper to the SD position. (This sets the board to boot from the Micro-SD card)
  2. To power the board from the micro USB cable, set the Power jumper to the USB position
  3. Insert the Micro SD card loaded with the image into the Micro SD
  4. Connect the USB cable to your PC/Laptop, and to the PROG - UART MicroUSB port on the board
  5. Connect the Ethernet cable to your PC/Laptop, and to the RJ45 port on the board
  6. Turn on the PYNQ-Z2 board

Opening a USB Serial Terminal

Installed Tera Term(or Putty) on your computer. To open a terminal, you will need to know the COM port for the board.

Setup -> Serial Port

Full terminal Settings:

• baud rate: 115200 bps
• data bit: 8
• no parity
• stop bit: 1

Login by enter root

Password : root

Application

Before Running the application , you should copy DNNDK Tools and Application to the Evaluation Board

The steps below illustrate how to setup DNNDK running environment for DNNDK package is stored on a Windows system. Download and install MobaXterm on Windows system. MobaXterm is a terminal for Windows, and is available online at https://mobaxterm.mobatek.net/.

Setup the address IP on the Board in the tera term, enter below

   $ifconfig eth0 192.168.0.10

Assign your laptop/PC a static IP address

  • Double click on the network interface to open it, and click on Properties
  • Select Internet Protocol Version 4 (TCP/IPv4) and click Properties
  • Set the Ip address to 192.168.0.1 (or any other address in the same range as the board)
  • Set the subnet mask to 255.255.255.0 and click OK

Launch MobaXterm and click Start local terminal

  • Click New Session

  • Enter 192.168.0.10 in the Remote Host
  • Make sure X11-Forwarding is Checked

  • Copying DNNDK Tools and Application to the PYNQ-Z2 Board

  1. Install DNNDK into PYNQ-Z2 board

    • Execute the sudo ./install.sh command under the zynq7020_dnndk_v3.0 folder
    $./zynq7020_dnndk_v3.0/install.sh
    • Check the DPU of the board.
    $dexplorer -w
    • Check the version information of DNNDK
    $dexplorer -v

  2. Run the yolov3 applications

    • Change to the directory into apps folder and run make
    $cd <PROJ ROOT>/apps
$make
    • After running make,generate the complier file under the foloder

    Launch it with the command

    ./yolo ./image i