Intel® FPGA AI Suite: SoC Design Example User Guide

Download PDF
ID 768979
Date 12/01/2023
Public

A newer version of this document is available. Customers should click here to go to the newest version.

Document Table of Contents
Document Table of Contents x
1. Intel® FPGA AI Suite SoC Design Example User Guide 2. About the SoC Design Example 3. Intel® FPGA AI Suite SoC Design Example Quick Start Tutorial 4. Intel® FPGA AI Suite SoC Design Example Run Process 5. Intel® FPGA AI Suite SoC Design Example Build Process 6. Intel® FPGA AI Suite SoC Design Example Intel® Quartus® Prime System Architecture 7. Intel® FPGA AI Suite Soc Design Example Software Components 8. Streaming-to-Memory (S2M) Streaming Demonstration A. Intel® FPGA AI Suite SoC Design Example User Guide Archives B. Intel® FPGA AI Suite SoC Design Example User Guide Document Revision History
2. About the SoC Design Example x
2.1. Intel® FPGA AI Suite SoC Design Example Prerequisites
3. Intel® FPGA AI Suite SoC Design Example Quick Start Tutorial x
3.1. Initial Setup 3.2. Initializing a Work Directory 3.3. (Optional) Create an SD Card Image (.wic) 3.4. Writing the SD Card Image (.wic) to an SD Card 3.5. Preparing the Intel® Arria® 10 SX SoC FPGA Development Kit for the Intel® FPGA AI Suite SoC Design Example 3.6. Adding Compiled Graphs (AOT files) to the SD Card 3.7. Running the Demonstration Applications
3.3. (Optional) Create an SD Card Image (.wic) x
3.3.1. Installing Prerequisite Software for Building an SD Card Image 3.3.2. Building the FPGA Bitstreams 3.3.3. Installing HPS Disk Image Build Prerequisites Red Hat* Enterprise Linux* 8 Prerequisites Ubuntu* 18 Prerequisites Ubuntu* 20 Prerequisites 3.3.4. (Optional) Downloading the ImageNet Categories 3.3.5. Building the SD Card Image
3.5. Preparing the Intel® Arria® 10 SX SoC FPGA Development Kit for the Intel® FPGA AI Suite SoC Design Example x
3.5.1. Confirming Intel® Arria® 10 SX SoC FPGA Development Kit Board Settings 3.5.2. Connect the Intel® Arria® 10 SX SoC FPGA Development Kit to the Host Development System 3.5.3. Configuring the Intel® Arria® 10 SX SoC FPGA Development Kit UART Connection 3.5.4. Determining the Intel® Arria® 10 SX SoC FPGA Development Kit IP Address
3.6. Adding Compiled Graphs (AOT files) to the SD Card x
3.6.1. Preparing OpenVINO™ Model Zoo 3.6.2. Preparing a Model 3.6.3. Compiling the Graphs 3.6.4. Copying the Compiled Graphs to the SD card
3.7. Running the Demonstration Applications x
3.7.1. Running the M2M Mode Demonstration Application 3.7.2. Running the S2M Mode Demonstration Application 3.7.3. Troubleshooting the Demonstration Applications
4. Intel® FPGA AI Suite SoC Design Example Run Process x
4.1. Exporting Trained Graphs from Source Frameworks 4.2. Compiling Exported Graphs Through the Intel® FPGA AI Suite
5. Intel® FPGA AI Suite SoC Design Example Build Process x
5.1. Building the Intel® Quartus® Prime Project 5.2. Building the Bootable SD Card Image (.wic)
5.1. Building the Intel® Quartus® Prime Project x
5.1.1. Intel® Quartus® Prime Build Flow 5.1.2. Build Script Options 5.1.3. Build Directory
5.1.1. Intel® Quartus® Prime Build Flow x
5.1.1.1. Build Synchronization of FPGA with Software
5.1.3. Build Directory x
5.1.3.1. The create_project.bash Script 5.1.3.2. The generate_sof.bash Script 5.1.3.3. The generate_rbf.bash Script 5.1.3.4. The build_stream_controller.sh Script
6. Intel® FPGA AI Suite SoC Design Example Intel® Quartus® Prime System Architecture x
6.1. Intel® FPGA AI Suite SoC Design Example Inference Sequence Overview 6.2. Memory-to-Memory (M2M) Variant Design 6.3. Streaming-to-Memory (S2M) Variant Design 6.4. Top Level 6.5. The SoC Design Example Platform Designer System 6.6. Fabric EMIF Design Component 6.7. PLL Configuration
6.2. Memory-to-Memory (M2M) Variant Design x
6.2.1. The mSGDMA Intel FPGA IP 6.2.2. RAM considerations
6.3. Streaming-to-Memory (S2M) Variant Design x
6.3.1. Streaming Enablement for Intel® FPGA AI Suite 6.3.2. Nios® V Subsystem 6.3.3. Streaming System Operation 6.3.4. Resolving Input Rate Mismatches Between the Intel® FPGA AI Suite IP and the Streaming Input 6.3.5. The Layout Transform IP as an Application-Specific Block
6.3.3. Streaming System Operation x
6.3.3.1. Streaming System Buffer Management 6.3.3.2. Streaming System Inference Job Management
6.3.5. The Layout Transform IP as an Application-Specific Block x
6.3.5.1. Layout Transform Considerations 6.3.5.2. Layout Transform IP Register Map 6.3.5.3. Layout Transform Configuration Options
6.4. Top Level x
6.4.1. Clock Domains
6.5. The SoC Design Example Platform Designer System x
6.5.1. The dla_0 Platform Designer Layer (dla.qsys) 6.5.2. The hps_0 Platform Designer Layer (hps.qys)
7. Intel® FPGA AI Suite Soc Design Example Software Components x
7.1. Yocto Build and Runtime Linux Environment 7.2. Intel® FPGA AI Suite Runtime Plugin 7.3. Runtime Interaction with the MMD Layer 7.4. MMD Layer Hardware Interaction Library
7.1. Yocto Build and Runtime Linux Environment x
7.1.1. Yocto Recipe: recipes-core/images/coredla-image.bb 7.1.2. Yocto Recipe: recipes-bsp/u-boot/u-boot-socfpga_%.bbapend 7.1.3. Yocto Recipe: recipes-drivers/msgdma-userio/msgdma-userio.bb 7.1.4. Yocto Recipe: recipes-drivers/uio-devices/uio-devices.bb 7.1.5. Yocto Recipe: recipes-kernel/linux/linux-socfpga-lts_5.15.bbappend 7.1.6. Yocto Recipe: wic
7.4. MMD Layer Hardware Interaction Library x
7.4.1. MMD Layer Hardware Interaction Library Class mmd_device 7.4.2. MMD Layer Hardware Interaction Library Class uio_device 7.4.3. MMD Layer Hardware Interaction Library Class dma_device
8. Streaming-to-Memory (S2M) Streaming Demonstration x
8.1. Nios® Subsystem 8.2. Building the Stream Controller Module 8.3. Building the Streaming Demonstration Applications 8.4. Running the Streaming Demonstration
8.1. Nios® Subsystem x
8.1.1. Stream Controller Communication Protocol 8.1.2. Buffer Flow in Streaming Mode using Nios® V Software Scheduler
8.1.2. Buffer Flow in Streaming Mode using Nios® V Software Scheduler x
8.1.2.1. Review of M2M mode 8.1.2.2. External Streaming Mode Buffer Flow 8.1.2.3. Nios® V Stream Controller State Machine Buffer Flow
8.4. Running the Streaming Demonstration x
8.4.1. The streaming_inference_app Application 8.4.2. The image_streaming_app Application
1. Intel® FPGA AI Suite SoC Design Example User Guide
2. About the SoC Design Example
3. Intel® FPGA AI Suite SoC Design Example Quick Start Tutorial
4. Intel® FPGA AI Suite SoC Design Example Run Process
5. Intel® FPGA AI Suite SoC Design Example Build Process
6. Intel® FPGA AI Suite SoC Design Example Intel® Quartus® Prime System Architecture
7. Intel® FPGA AI Suite Soc Design Example Software Components
8. Streaming-to-Memory (S2M) Streaming Demonstration
A. Intel® FPGA AI Suite SoC Design Example User Guide Archives
B. Intel® FPGA AI Suite SoC Design Example User Guide Document Revision History

3.3.3. Installing HPS Disk Image Build Prerequisites

The process to build the HPS disk image has additional prerequisites. To install these prerequisites, follow the instructions for your operating system in the following sections:

Red Hat* Enterprise Linux* 8 Prerequisites

To install the prerequisites for Red Hat* Enterprise Linux* 8:
  1. Enable additional Red Hat* Enterprise Linux* 8 repository and package manager:
    sudo subscription-manager repos \
  --enable codeready-builder-for-rhel-8-x86_64-rpms
wget https://dl.fedoraproject.org/pub/epel/epel-release-latest-8.noarch.rpm
sudo dnf install ./epel-release-latest-8.noarch.rpm epel-release
sudo dnf upgrade
  2. Install the dependency packages:
    sudo dnf install gawk wget git diffstat unzip texinfo gcc gcc-c++ make \
chrpath socat cpio python3 python3-pexpect xz iputils python3-jinja2 \
mesa-libEGL SDL xterm python3-subunit rpcgen zstd lz4 perl-open.noarch \ 
perl-Thread-Queue
  3. Install packages required to create the flash card image and Intel® FPGA AI Suite runtime and dependencies:
    cd /tmp
mkdir uboot_tools && cd uboot_tools
wget https://kojipkgs.fedoraproject.org/\
vol/fedora_koji_archive02/packages/uboot-tools/2018.03/3.fc28/x86_64/\
uboot-tools-2018.03-3.fc28.x86_64.rpm
sudo dnf install ./uboot-tools-2018.03-3.fc28.x86_64.rpm
sudo dnf install ninja-build fakeroot
sudo python3 -m pip install pylint passlib scons
  4. Install CMake Version 3.16.3 or later:
    sudo dnf install openssl-devel
cd /tmp
mkdir cmake && cd cmake
wget https://github.com/Kitware/CMake/releases/\
download/v3.24.3/cmake-3.24.3.tar.gz
tar zxf cmake-3*tar.gz
cd cmake-3.24.3
./bootstrap --prefix=/usr
make
sudo make install
  5. Install Make Version 4.3 or later:
    cd /tmp
mkdir make && cd make
wget https://ftp.gnu.org/gnu/make/make-4.3.tar.gz
tar xvf make-4.3.tar.gz 
cd make-4.3 
./configure 
make
sudo make install
  6. Add the /sbin directory to your $PATH environment variable:
    export PATH="/sbin:$PATH"

Ubuntu* 18 Prerequisites

To install the prerequisites for Ubuntu* 18:
  1. Install the dependency packages:
    sudo apt install gawk wget git diffstat unzip texinfo gcc build-essential \
chrpath socat cpio python3 python3-pip python3-pexpect xz-utils debianutils \
iputils-ping python3-git python3-jinja2 libegl1-mesa libsdl1.2-dev pylint3 \
xterm python3-subunit mesa-common-dev zstd liblz4-tool device-tree-compiler \
mtools libssl-dev
  2. Install packages required to create the flash card image and Intel® FPGA AI Suite runtime and dependencies:
    sudo apt install ninja-build u-boot-tools scons fakeroot
  3. Install CMake Version 3.16.3 or later:
    sudo apt install libssl-devcd /tmpmkdir cmake && cd cmake
wget https://github.com/Kitware/CMake/releases/\
download/v3.24.3/cmake-3.24.3.tar.gz
tar zxf cmake-3*tar.gz
cd cmake-3.24.3
./bootstrap --prefix=/usr
make
sudo make install
  4. Add the /sbin directory to your $PATH environment variable:
    export PATH="/sbin:$PATH"

Ubuntu* 20 Prerequisites

To install the prerequisites for Ubuntu* 20:
  1. Install the dependency packages:
    sudo apt install gawk wget git diffstat unzip texinfo gcc build-essential \
chrpath socat cpio python3 python3-pip python3-pexpect xz-utils debianutils \
iputils-ping python3-git python3-jinja2 libegl1-mesa libsdl1.2-dev pylint3 \
xterm python3-subunit mesa-common-dev zstd liblz4-tool device-tree-compiler \
mtools
  2. Install packages required to create the flash card image and Intel® FPGA AI Suite runtime and dependencies:
    sudo apt install ninja-build u-boot-tools scons fakeroot
  3. Add the /sbin directory to your $PATH environment variable:
    export PATH="/sbin:$PATH"
Level Two Title