MindSpore Network List

Linux Ascend GPU CPU Model Development Intermediate Expert

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	Supported	Supported	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	CNN	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	DenseNet121	Supported	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	EfficientNet-B0	Doing	Doing	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	GoogLeNet	Supported	Supported	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	InceptionV3	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	InceptionV4	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	LeNet	Supported	Supported	Supported	Supported	Supported	Supported
Computer Vision (CV)	Image Classification	LeNet (Quantization)	Supported	Doing	Supported	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	MobileNetV1	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	MobileNetV2	Supported	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	MobileNetV2 (Quantization)	Supported	Doing	Supported	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	MobileNetV3	Doing	Doing	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	NASNet	Doing	Doing	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	ResNet-50	Supported	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	ResNet-50 (Quantization)	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	ResNet-101	Supported	Supported	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	ResNeXt50	Supported	Doing	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	SE-ResNet50	Supported	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	ShuffleNetV1	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	ShuffleNetV2	Doing	Doing	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	SqueezeNet	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	Tiny-DarkNet	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	VGG16	Supported	Supported	Supported	Supported	Doing	Doing
Computer Vision (CV)	Image Classification	Xception	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	CenterFace	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	CTPN	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	Faster R-CNN	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	Mask R-CNN	Supported	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	Mask R-CNN (MobileNetV1)	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	RetinaFace-ResNet50	Doing	Doing	Supported	Supported	Doing	Doing
Computer Vision (CV)	Object Detection	SSD	Supported	Doing	Supported	Supported	Supported	Doing
Computer Vision (CV)	Object Detection	SSD-MobileNetV1-FPN	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	WarpCTC	Supported	Doing	Supported	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	YOLOv3-ResNet18	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	YOLOv3-DarkNet53	Supported	Supported	Supported	Supported	Doing	Doing
Computer Vision (CV)	Object Detection	YOLOv3-DarkNet53 (Quantization)	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	YOLOv4	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Text Detection	AdvancedEAST	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Text Detection	DeepText	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Text Detection	EAST	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Text Detection	PSENet	Supported	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Text Recognition	CNN+CTC	Supported	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Semantic Segmentation	DeepLabV3	Supported	Doing	Doing	Doing	Supported	Doing
Computer Vision (CV)	Semantic Segmentation	U-Net2D (Medical)	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Keypoint Detection	OpenPose	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Keypoint Detection	SimplePoseNet	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Optical Character Recognition	CRNN	Supported	Doing	Doing	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	BERT	Supported	Supported	Supported	Supported	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	FastText	Supported	Doing	Doing	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	GNMT v2	Supported	Doing	Doing	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	GRU	Supported	Doing	Doing	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	MASS	Supported	Supported	Supported	Supported	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	SentimentNet (LSTM)	Supported	Doing	Supported	Supported	Supported	Supported
Natural Language Processing (NLP)	Natural Language Understanding	Transformer	Supported	Supported	Supported	Supported	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	TinyBERT	Supported	Supported	Supported	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	TextCNN	Supported	Doing	Doing	Doing	Doing	Doing
Recommender	Recommender System, CTR prediction	DeepFM	Supported	Supported	Supported	Supported	Supported	Doing
Recommender	Recommender System, Search, Ranking	Wide&Deep	Supported	Supported	Supported	Supported	Doing	Doing
Recommender	Recommender System	NCF	Supported	Doing	Supported	Doing	Doing	Doing
Graph Neural Networks (GNN)	Text Classification	GCN	Supported	Supported	Doing	Doing	Doing	Doing
Graph Neural Networks (GNN)	Text Classification	GAT	Supported	Supported	Doing	Doing	Doing	Doing
Graph Neural Networks (GNN)	Recommender System	BGCF	Supported	Doing	Doing	Doing	Doing	Doing

Research

Domain	Sub Domain	Network	Ascend (Graph)	Ascend (PyNative)	GPU (Graph)	GPU (PyNative)	CPU (Graph)	CPU (PyNative)
Computer Vision (CV)	Image Classification	FaceAttributes	Supported	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	FaceDetection	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	FaceQualityAssessment	Supported	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	FaceRecognition	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	FaceRecognitionForTracking	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	SSD-GhostNet	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Key Point Detection	CenterNet	Supported	Doing	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Generation	CycleGAN	Supported	Doing	Doing	Supported	Supported	Doing
Natural Language Processing (NLP)	Natural Language Understanding	DS-CNN	Supported	Supported	Doing	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	TextRCNN	Supported	Doing	Doing	Doing	Doing	Doing
Recommender	Recommender System, CTR prediction	AutoDis	Supported	Doing	Doing	Doing	Doing	Doing
Audio	Audio Tagging	FCN-4	Supported	Doing	Doing	Doing	Doing	Doing
High Performance Computing	Molecular Dynamics	DeepPotentialH2O	Supported	Supported	Doing	Doing	Doing	Doing
High Performance Computing	Ocean Model	GOMO	Doing	Doing	Supported	Doing	Doing	Doing

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