MindSpore Network List

Linux Ascend GPU CPU Model Development Intermediate Expert

Model Zoo

Domain	Sub Domain	Network	Ascend(Graph)	Ascend(PyNative)	GPU(Graph)	GPU(PyNative)	CPU(Graph)
Computer Vision (CV)	Image Classification	AlexNet	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	GoogleNet	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	LeNet	Supported	Supported	Supported	Supported	Supported
Computer Vision (CV)	Image Classification	ResNet-50	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	ResNet-101	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	SE-ResNet50	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	ResNext50	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	VGG16	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Image Classification	InceptionV3	Supported	Supported	Doing	Doing	Doing
Computer Vision (CV)	Image Classification	DenseNet121	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Mobile Image Classification Image Classification Semantic Segmentation	MobileNetV2	Supported	Supported	Supported	Supported	Doing
Computer Vision (CV)	Mobile Image Classification Image Classification Semantic Segmentation	MobileNetV3	Doing	Doing	Supported	Supported	Doing
Computer Vision (CV)	Object Detection	SSD	Supported	Supported	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	YoloV3-ResNet18	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	YoloV3-DarkNet53	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	FasterRCNN	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Object Detection	MaskRCNN	Supported	Doing	Doing	Doing	Doing
Computer Vision（CV）	Object Detection	WarpCTC	Supported	Doing	Supported	Supported	Doing
Computer Vision (CV)	Text Detection	PSENet	Supported	Doing	Doing	Doing	Doing
Computer Vision (CV)	Semantic Segmentation	DeeplabV3	Supported	Supported	Doing	Doing	Doing
Computer Vision (CV)	Semantic Segmentation	UNet2D-Medical	Supported	Doing	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	BERT	Supported	Supported	Supported	Supported	Doing
Natural Language Processing (NLP)	Natural Language Understanding	Transformer	Supported	Doing	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	SentimentNet	Doing	Doing	Supported	Supported	Supported
Natural Language Processing (NLP)	Natural Language Understanding	MASS	Supported	Supported	Doing	Doing	Doing
Natural Language Processing (NLP)	Natural Language Understanding	TinyBert	Supported	Doing	Supported	Doing	Doing
Recommender	Recommender System, CTR prediction	DeepFM	Supported	Supported	Supported	Doing	Doing
Recommender	Recommender System, Search ranking	Wide&Deep	Supported	Supported	Supported	Supported	Doing
Graph Neural Networks（GNN）	Text Classification	GCN	Supported	Doing	Doing	Doing	Doing
Graph Neural Networks（GNN）	Text Classification	GAT	Supported	Doing	Doing	Doing	Doing

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