AN 993: Using Custom Models with Intel® FPGA AI Suite

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ID 777190
Date 5/01/2023
Public
Document Table of Contents
Document Table of Contents x
1. Introduction 2. Prerequisites 3. Intel® FPGA AI Suite Model Development Overview 4. Custom Model Examples 5. Common Errors When Using an Custom Model 6. AN 993 Using Custom Models with Intel® FPGA AI Suite Revision History
4. Custom Model Examples x
4.1. Example 1: Customized ResNet-18 Model 4.2. Example 2: Customized Multilayer Perceptron (MLP) Model
1. Introduction
2. Prerequisites
3. Intel® FPGA AI Suite Model Development Overview
4. Custom Model Examples
5. Common Errors When Using an Custom Model
6. AN 993 Using Custom Models with Intel® FPGA AI Suite Revision History

2. Prerequisites

The instructions in this application note assume that you have installed and configured the Intel® FPGA AI Suite according to the instructions in the Intel® FPGA AI Suite Getting Started Guide .

This application note was developed with the following hardware and software:
  • Desktop computer:
    • 1 free PCIe slot (for FPGA board)
    • 48GB RAM
    • 100GB SSD for faster storage
    • A supported FPGA board:
      • Intel® Programmable Acceleration Card (PAC) with Intel® Arria® 10 GX FPGA
      • Terasic* DE10-Agilex Development Board
  • Supported operating system:
    • Ubuntu* 18.04 LTS
    • Ubuntu* 20.04 LTS
  • Intel® Distribution of OpenVINO™ Toolkit 2021.4.2 LTS
  • Intel® FPGA AI Suite 2023.1
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