FPGA AI Suite: PCIe-based Design Example User Guide

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ID 768977
Date 7/31/2024
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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 Agilex™ 7 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 ( Agilex™ 7) 5.5. Performing Accelerated Inference with the dla_benchmark Application 5.6. Running the Ported OpenVINO™ Demonstration Applications
5.5. Performing Accelerated Inference with the dla_benchmark Application x
5.5.1. Inference on Image Classification Graphs 5.5.2. Inference on Object Detection Graphs 5.5.3. Additional dla_benchmark Options 5.5.4. The dla_benchmark Performance Metrics
5.5.2. Inference on Object Detection Graphs x
5.5.2.1. The mAP and COCO AP Metrics 5.5.2.2. Specifying Ground Truth 5.5.2.3. Example of Inference on Object Detection Graphs
5.5.4. The dla_benchmark Performance Metrics x
5.5.4.1. Interpreting System Throughput and Latency Metrics
5.6. Running the Ported OpenVINO™ Demonstration Applications x
5.6.1. 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 Agilex™ 7 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 Agilex™ 7 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

6.1.1. Build Script Options

Table 5.  Build Script Options
Option Description
-a, --archs Path to FPGA AI Suite IP Architecture Description File
--build-dir

Path to hardware build directory where BSP infrastructure and generated RTL will be located.

(default: coredla/pcie_ed/platform/build_synth)

--build Option to perform compilation of the PCIe* design using Quartus® Prime after instantiation (default: False).
-d, --archs-dir Path to directory that contains Architecture Description Files for you to interactively choose from (alternative to ‘-a’)
-ed, --example-design-id

To build for the Terasic DE10-Agilex board, specify 3.

(default: 3)
-n, --num-instances

Number of IP instances to build (default: 2).

For the Terasic DE10-Agilex board, this number must be 1, 2, 3, or 4.
--num-paths Number of top critical paths to report after compiling the design (default: 2000).
-q, --quiet Run script quietly without printing the output of underlying scripts to the terminal.
--qor-modules List of internal modules (instance names) from inside the IP to include in the QoR summary report.
-s, --seed Seed to be used in compiling the design (default: 1).
--unlicensed/licensed
This option is passed to the dla_create_ip tool to tell the tool to generate either an unlicensed or licensed copy of the FPGA AI Suite:
  • Unlicensed IP: Unlicensed IP has a limit of 10000 inferences. After 10000 inferences, the unlicensed IP refuses to perform any additional inference and a bit in the CSR is set. For details about the CSR bit, refer to DMA Descriptor Queue in FPGA AI Suite IP Reference Manual .
  • Licensed IP: Licensed IP has no inference limitation.

If you do not have a license but generate licensed IP, Quartus® Primesoftware cannot generate a bitstream.

If neither option is specified, then the dla_create_ip tool queries the lmutil license manager to determine the correct option.

--wsl This option sets the build script to run such that the final Quartus® Prime compilation runs in the Windows* environment. After the script sets up the compilation, it prints the instructions to complete the compilation on Windows*.
Restriction: Only supported within a WSL 2 environment and for the DE10-Agilex example design.
--finalize
Restriction: This option can be used only when following the instructions provided by the build script run with the --wsl option.
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