FPGA AI Suite: Version 2024.2 Release Notes

ID 772497
Date 9/06/2024
Public

6. Supported Models

The FPGA AI Suite supports the following pretrained models from OpenVINO™ Model Zoo. Many other models not listed here are also supported.
Table 2.   OpenVINO™ Model Zoo 2023.3 LTS

Model Zoo 2023.3 LTS path

Model

Framework

public/mobilenet-v1-1.0-224

MobileNet V1

Caffe

public/mobilenet-v2

MobileNet V2

Caffe

public/mobilenet-v2-1.4-224

MobileNet V2

TensorFlow

public/mobilenet-v3-large-1.0-224-tf

MobileNet V3

TensorFlow

public/resnet-50-tf

ResNet-50

TensorFlow

intel/unet-camvid-onnx-0001

UNet

PyTorch

public/yolo-v3-tf

YOLO v3

TensorFlow

public/yolo-v3-tiny-tf

TinyYOLO v3

TensorFlow

  Yolo v8 (all heads) PyTorch
public/squeezenet1.1 SqueezeNet v1.1 Caffe
public/i3d_rgb_tf Inflated 3D (I3D) TensorFlow
  Multilayer Perceptrons (MLPs)  

Not all supplied IP configuration .arch files support all models. For a detailed list that shows performance/support for these models on each of the supplied IP configuration (.arch) files, refer to "Model Performance" in FPGA AI Suite IP Reference Manual .