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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 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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