MindSpore Network List

Linux Ascend GPU CPU Model Development Intermediate Expert

View Source On Gitee

Model Zoo

Official

Domain

Sub Domain

Network

Ascend (Graph)

Ascend (PyNative)

GPU (Graph)

GPU (PyNative)

CPU (Graph)

CPU (PyNative)

Ascend 310

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

DPN

✅

✅

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

ResNet-152

✅

✅

Computer Vision (CV)

Image Classification

ResNet-34

✅

✅

Computer Vision (CV)

Image Classification

SimCLR

✅

✅

Computer Vision (CV)

Image Classification

ResNeXt101

✅

✅

✅

✅

Computer Vision (CV)

Face Recognition

RetinaFace-ResNet50

✅

✅

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

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)

Object Detection

CSPDarkNet53

✅

✅

Computer Vision (CV)

Object Detection

RetinaNet

✅

✅

Computer Vision (CV)

Object Detection

Faster R-CNN-ResnetV1-50

✅

✅

Computer Vision (CV)

Object Detection

Faster R-CNN-ResnetV1-101

✅

✅

Computer Vision (CV)

Object Detection

Faster R-CNN-ResnetV1-152

✅

✅

Computer Vision (CV)

Object Detection

YOLOv5s

✅

✅

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

U-Net2D (Medical)

✅

✅

Computer Vision (CV)

Semantic Segmentation

U-Net3D (Medical)

✅

Computer Vision (CV)

Semantic Segmentation

U-Net++

✅

✅

Computer Vision (CV)

Semantic Segmentation

FCN8s

✅

✅

✅

Computer Vision (CV)

Keypoint Detection

OpenPose

✅

Computer Vision (CV)

Keypoint Detection

SimplePoseNet

✅

✅

Computer Vision (CV)

Optical Character Recognition

CRNN

✅

✅

Computer Vision (CV)

Others

STGCN

✅

✅

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

Ongoing

Ongoing

Ongoing

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

✅

✅

✅

Natural Language Processing (NLP)

Sentiment Analysis

EmoTect

✅

✅

✅

Natural Language Processing (NLP)

Dialogue

DGU

✅

✅

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

✅

✅

Reinforcement Learning

DQN

✅

Research

Domain

Sub Domain

Network

Ascend (Graph)

Ascend (PyNative)

GPU (Graph)

GPU (PyNative)

CPU (Graph)

CPU (PyNative)

Ascend 310

Computer Vision (CV)

Image Classification

FaceAttributes

✅

✅

✅

Computer Vision (CV)

Image Classification

FaceQualityAssessment

✅

✅

✅

✅

✅

Computer Vision (CV)

Image Classification

VGG19

✅

✅

Computer Vision (CV)

Image Classification

ResNetV2-50

✅

✅

✅

Computer Vision (CV)

Image Classification

ResNetV2-101

✅

✅

✅

Computer Vision (CV)

Image Classification

ResNetV2-152

✅

✅

✅

Computer Vision (CV)

Image Classification

SE-Net

✅

✅

Computer Vision (CV)

Image Classification

SqueezeNet v1.1

✅

✅

Computer Vision (CV)

Face Recognition

FaceRecognition

✅

Computer Vision (CV)

Face Recognition

FaceRecognitionForTracking

✅

✅

✅

✅

Computer Vision (CV)

Face Recognition

ArcFace

✅

✅

Computer Vision (CV)

Object Detection

FaceDetection

✅

✅

✅

✅

Computer Vision (CV)

Object Detection

SSD-GhostNet

✅

✅

Computer Vision (CV)

Object Detection

Retinanet-Resnet101

✅

✅

Computer Vision (CV)

Object Detection

IBN-Net

✅

✅

Computer Vision (CV)

Object Detection

SSD-ResNet50-FPN

✅

✅

Computer Vision (CV)

Object Detection

WideResNet

✅

✅

Computer Vision (CV)

Object Detection

Inception-ResnetV2

✅

✅

Computer Vision (CV)

Object Detection

Learning To See In The Dark

✅

✅

Computer Vision (CV)

Object Detection

MnasNet

✅

✅

Computer Vision (CV)

Object Detection

MobileNetV3 Large

✅

✅

Computer Vision (CV)

Semantic Segmentation

DeepLabv3+

✅

✅

Computer Vision (CV)

Semantic Segmentation

HarDNet

✅

✅

✅

Computer Vision (CV)

Semantic Segmentation

GloRe-Res50

✅

✅

Computer Vision (CV)

Semantic Segmentation

GloRe-Res200

✅

✅

✅

Computer Vision (CV)

Semantic Segmentation

ICNet

✅

✅

✅

Computer Vision (CV)

Key Point Detection

CenterNet

✅

✅

Computer Vision (CV)

Key Point Detection

CenterNet-Det

✅

✅

Computer Vision (CV)

Key Point Detection

CenterNet-Resnet101

✅

✅

Computer Vision (CV)

Image Style Transfer

CycleGAN

✅

✅

✅

Computer Vision (CV)

Image Generation

StarGAN

✅

✅

Computer Vision (CV)

Image Generation

WGAN

✅

✅

Computer Vision (CV)

Image Generation

Pix2Pix

✅

✅

Computer Vision (CV)

Others

GENet

✅

✅

Computer Vision (CV)

Others

AutoAugment

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

DS-CNN

✅

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

TextRCNN

✅

✅

Natural Language Processing (NLP)

Natural Language Understanding

TPRR

✅

Recommender

Recommender System, CTR prediction

AutoDis

✅

Recommender

Recommender System, CTR prediction

FAT-DeepFFM

✅

✅

Audio

Audio Tagging

FCN-4

✅

Audio

Speech Recognition

DeepSpeech2

✅

✅

Audio

Generation

WaveNet

✅

✅

High Performance Computing

Molecular Dynamics

DeepPotentialH2O

✅

✅

High Performance Computing

Ocean Model

GOMO

✅

You can also use MindWizard Tool to quickly generate classic network scripts.