FPGA AI Suite: PCIe-based Design Example User Guide

Download PDF
ID 768977
Date 3/29/2024
Public
Document Table of Contents
Document Table of Contents x
1. FPGA AI Suite PCIe-based Design Example User Guide 2. About the PCIe* -based Design Example 3. Getting Started with the FPGA AI Suite PCIe* -based Design Example 4. Building the FPGA AI Suite Runtime 5. Running the Design Example Demonstration Applications 6. Design Example Components 7. Design Example System Architecture for the Intel PAC with Arria® 10 GX FPGA A. FPGA AI Suite PCIe-based Design Example User Guide Archives B. FPGA AI Suite PCIe-based Design Example User Guide Document Revision History
4. Building the FPGA AI Suite Runtime x
4.1. CMake Targets 4.2. Build Options
5. Running the Design Example Demonstration Applications x
5.1. Exporting Trained Graphs from Source Frameworks 5.2. Compiling Exported Graphs Through the FPGA AI Suite 5.3. Compiling the PCIe* -based Example Design 5.4. Programming the FPGA Device ( Arria® 10) 5.5. Programming the FPGA Device ( Agilex™ 7) 5.6. Performing Accelerated Inference with the dla_benchmark Application 5.7. Running the Ported OpenVINO™ Demonstration Applications
5.6. Performing Accelerated Inference with the dla_benchmark Application x
5.6.1. Inference on Image Classification Graphs 5.6.2. Inference on Object Detection Graphs 5.6.3. Additional dla_benchmark Options
5.6.2. Inference on Object Detection Graphs x
5.6.2.1. The mAP and COCO AP Metrics 5.6.2.2. Specifying Ground Truth 5.6.2.3. Example of Inference on Object Detection Graphs
5.7. Running the Ported OpenVINO™ Demonstration Applications x
5.7.1. Example Running the Object Detection Demonstration Application
6. Design Example Components x
6.1. Build Script 6.2. Example Architecture Bitstream Files 6.3. Software Components 6.4. Software Interface to the BSP
6.1. Build Script x
6.1.1. Build Script Options 6.1.2. Script Flow
6.3. Software Components x
6.3.1. OpenVINO™ FPGA Runtime Plugin 6.3.2. FPGA AI Suite Runtime 6.3.3. BSP Driver
7. Design Example System Architecture for the Intel PAC with Arria® 10 GX FPGA x
7.1. System Overview 7.2. Hardware
7.2. Hardware x
7.2.1. PLL Adjustment
1. FPGA AI Suite PCIe-based Design Example User Guide
2. About the PCIe* -based Design Example
3. Getting Started with the FPGA AI Suite PCIe* -based Design Example
4. Building the FPGA AI Suite Runtime
5. Running the Design Example Demonstration Applications
6. Design Example Components
7. Design Example System Architecture for the Intel PAC with Arria® 10 GX FPGA
A. FPGA AI Suite PCIe-based Design Example User Guide Archives
B. FPGA AI Suite PCIe-based Design Example User Guide Document Revision History

B. FPGA AI Suite PCIe-based Design Example User Guide Document Revision History

Document Version FPGA AI SuiteVersion Changes
2024.03.29 2024.1
  • Added new options to "Additional dla_benchmark Options".
  • Added segmentation_demo to "Running the Ported OpenVINO™ Demonstration Applications".
2023.12.01 2023.3
  • Added --wsl and --finalize options to "Build Script Options".
2023.09.06 2023.2.1
  • Updated supported OpenVINO™ version to 2022.3.1 LTS.
2023.07.03 2023.2
  • Updated "Software Components".
  • Renamed "OPAE Driver" to "BSP Driver" and revised the content in the topic.
  • Updated supported OpenVINO™ version to 2022.3 LTS.
  • Updated OpenVINO™ installation paths to /opt/intel/openvino_2023.
  • Updated FPGA AI Suite installation paths to /opt/intel/fpga_ai_suite_2023.2.
  • Changed occurrences of tools/downloader/downloader.py to omz_downloader.
  • Changed occurrences of tools/downloader/converter.py to omz_converter.
2023.04.05 2023.1
  • Renamed the dlac command. The FPGA AI Suite compiler command is now dla_compiler.
  • Updated the Intel® Agilex™ product family name to "Intel Agilex® 7."
2022.12.23 2022.2
  • Removed the -f build script (dla_create_and_build_pcie_ed.py) option.
  • Renamed the benchmark_app to dla_benchmark.
  • Renamed dla_create_and_build_pcie_ed.py to dla_build_example_design.py
2022.05.26 2022.1.1
  • Updated description of how to run the OpenVINO demos.
2022.04.27 2022.1
  • Additional updates for Intel Agilex device support.
  • Updated the locations of graphs from the Getting Started tutorial.
2021.09.10 2021.2
  • Added updates for initial Intel Agilex device support.
2021.04.30 2021.1
  • Added additional demonstration programs.
  • Various corrections and updates.
2020.12.04 2020.2
  • Initial release.
Level Two Title