Network List

Model Zoo

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

Pre-trained Models

*It refers to the released MindSpore version. The hardware platforms that support model training are CPU, GPU and Ascend. As shown in the table below, ✓ indicates that the pre-trained model run on the selected platform.

Domain	Sub Domain	Network	Dataset	CPU	GPU	Ascend	0.5.0-beta*
Computer Vision (CV)	Image Classification	AlexNet	CIFAR-10			✓	Download
Computer Vision (CV)	Image Classification	LeNet	MNIST			✓	Download
Computer Vision (CV)	Image Classification	VGG16	CIFAR-10			✓	Download
Computer Vision (CV)	Image Classification	ResNet-50	CIFAR-10			✓	Download
Computer Vision (CV)	Targets Detection	YoloV3-DarkNet53	COCO 2014			✓	Download
Natural Language Processing (NLP)	Natural Language Understanding	BERT_Base	zhwiki			✓	Download
Natural Language Processing (NLP)	Natural Language Understanding	BERT_NEZHA	zhwiki			✓	Download
Natural Language Processing (NLP)	Natural Language Understanding	Transformer	WMT English-German			✓	Download