MindSpore Network List

Linux Ascend GPU CPU Model Development Intermediate Expert

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Model Zoo

Official

Domain

Sub Domain

Network

Ascend (Graph)

Ascend (PyNative)

GPU (Graph)

GPU (PyNative)

CPU (Graph)

CPU (PyNative)

Computer Vision (CV)

Image Classification

AlexNet

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

CNN

✅

Computer Vision (CV)

Image Classification

DenseNet100

✅

✅

Computer Vision (CV)

Image Classification

DenseNet121

✅

✅

Computer Vision (CV)

Image Classification

EfficientNet-B0

✅

✅

Computer Vision (CV)

Image Classification

GoogLeNet

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

InceptionV3

✅

Computer Vision (CV)

Image Classification

InceptionV4

✅

Computer Vision (CV)

Image Classification

LeNet

✅

✅

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

LeNet (Quantization)

✅

✅

Computer Vision (CV)

Image Classification

MobileNetV1

✅

Computer Vision (CV)

Image Classification

MobileNetV2

✅

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

MobileNetV2 (Quantization)

✅

✅

Computer Vision (CV)

Image Classification

MobileNetV3

✅

✅

Computer Vision (CV)

Image Classification

NASNet

✅

✅

Computer Vision (CV)

Image Classification

ResNet-18

✅

Computer Vision (CV)

Image Classification

ResNet-50

✅

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

ResNet-50 (Quantization)

✅

Computer Vision (CV)

Image Classification

ResNet-101

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

ResNeXt50

✅

✅

✅

Computer Vision (CV)

Image Classification

SE-ResNet50

✅

✅

Computer Vision (CV)

Image Classification

ShuffleNetV1

✅

Computer Vision (CV)

Image Classification

ShuffleNetV2

✅

✅

Computer Vision (CV)

Image Classification

SqueezeNet

✅

Computer Vision (CV)

Image Classification

Tiny-DarkNet

✅

Computer Vision (CV)

Image Classification

VGG16

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

Xception

✅

Computer Vision (CV)

Object Detection

CenterFace

✅

Computer Vision (CV)

Object Detection

CTPN

✅

Computer Vision (CV)

Object Detection

Faster R-CNN

✅

✅

Computer Vision (CV)

Object Detection

Mask R-CNN

✅

Computer Vision (CV)

Object Detection

Mask R-CNN (MobileNetV1)

✅

Computer Vision (CV)

Object Detection

RetinaFace-ResNet50

✅

✅

Computer Vision (CV)

Object Detection

RetinaNet

✅

Computer Vision (CV)

Object Detection

SSD

✅

✅

✅

✅

Computer Vision (CV)

Object Detection

SSD-MobileNetV1-FPN

✅

Computer Vision (CV)

Object Detection

SSD-Resnet50-FPN

✅

Computer Vision (CV)

Object Detection

SSD-VGG16

✅

Computer Vision (CV)

Object Detection

WarpCTC

✅

✅

Computer Vision (CV)

Object Detection

YOLOv3-ResNet18

✅

Computer Vision (CV)

Object Detection

YOLOv3-DarkNet53

✅

✅

✅

✅

Computer Vision (CV)

Object Detection

YOLOv3-DarkNet53 (Quantization)

✅

Computer Vision (CV)

Object Detection

YOLOv4

✅

Computer Vision (CV)

Text Detection

DeepText

✅

Computer Vision (CV)

Text Detection

PSENet

✅

✅

Computer Vision (CV)

Text Recognition

CNN+CTC

✅

✅

Computer Vision (CV)

Text Recognition

CRNN-Seq2Seq-OCR

✅

Computer Vision (CV)

Semantic Segmentation

DeepLabV3

✅

✅

Computer Vision (CV)

Semantic Segmentation

FCN8s

✅

Computer Vision (CV)

Semantic Segmentation

U-Net2D (Medical)

✅

Computer Vision (CV)

Semantic Segmentation

U-Net3D (Medical)

✅

Computer Vision (CV)

Semantic Segmentation

U-Net++

✅

Computer Vision (CV)

Keypoint Detection

OpenPose

✅

Computer Vision (CV)

Keypoint Detection

SimplePoseNet

✅

Computer Vision (CV)

Optical Character Recognition

CRNN

✅

Natural Language Processing (NLP)

Natural Language Understanding

BERT

✅

✅

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

FastText

✅

Natural Language Processing (NLP)

Natural Language Understanding

GNMT v2

✅

Natural Language Processing (NLP)

Natural Language Understanding

GRU

✅

Natural Language Processing (NLP)

Natural Language Understanding

MASS

✅

✅

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

SentimentNet

✅

✅

✅

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

Transformer

✅

✅

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

TinyBERT

✅

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

TextCNN

✅

Recommender

Recommender System, CTR prediction

DeepFM

✅

✅

✅

✅

✅

Recommender

Recommender System, Search, Ranking

Wide&Deep

✅

✅

✅

✅

Recommender

Recommender System

NAML

✅

Recommender

Recommender System

NCF

✅

✅

Graph Neural Networks (GNN)

Text Classification

GCN

✅

✅

Graph Neural Networks (GNN)

Text Classification

GAT

✅

✅

Graph Neural Networks (GNN)

Recommender System

BGCF

✅

Research

Domain

Sub Domain

Network

Ascend (Graph)

Ascend (PyNative)

GPU (Graph)

GPU (PyNative)

CPU (Graph)

CPU (PyNative)

Computer Vision (CV)

Image Classification

FaceAttribute

✅

✅

Computer Vision (CV)

Object Detection

FaceDetection

✅

Computer Vision (CV)

Image Classification

FaceQualityAssessment

✅

✅

Computer Vision (CV)

Image Classification

FaceRecognition

✅

Computer Vision (CV)

Image Classification

FaceRecognitionForTracking

✅

Computer Vision (CV)

Object Detection

SSD-GhostNet

✅

Computer Vision (CV)

Image Style Transfer

CycleGAN

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

DS-CNN

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

TPRR

✅

Recommender

Recommender System, CTR prediction

AutoDis

✅

Audio

Audio Tagging

FCN-4

✅

High Performance Computing

Molecular Dynamics

DeepPotentialH2O

✅

✅

High Performance Computing

Ocean Model

GOMO

✅

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