# MindSpore Network List

`Linux` `Ascend` `GPU` `CPU` `Model Development` `Intermediate` `Expert`

[![View Source On Gitee](./_static/logo_source.png)](https://gitee.com/mindspore/docs/blob/r1.2/docs/note/source_en/network_list_ms.md)

## 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](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/alexnet)          |  ✅ |  ✅ |  ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Image Classification  | [CNN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/cnn_direction_model)  |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [DenseNet100](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/densenet) |    |    |    |    | ✅ | ✅
| Computer Vision (CV)  | Image Classification  | [DenseNet121](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/densenet) |  ✅ |  ✅ |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [EfficientNet-B0](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/efficientnet) |    |    |  ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Image Classification  | [GoogLeNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/googlenet)    |  ✅  |  ✅ | ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Image Classification  | [InceptionV3](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/inceptionv3)   |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [InceptionV4](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/inceptionv4)    |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [LeNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/lenet)              |  ✅ |  ✅ |  ✅ |  ✅ | ✅ | ✅
| Computer Vision (CV)  | Image Classification  | [LeNet (Quantization)](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/lenet_quant)      |  ✅ |    |  ✅ |    |   |   |
| Computer Vision (CV)  | Image Classification  | [MobileNetV1](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/mobilenetv1)      |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [MobileNetV2](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/mobilenetv2)      |  ✅ |  ✅ |  ✅ |  ✅ | ✅ |   |
| Computer Vision (CV)  | Image Classification  | [MobileNetV2 (Quantization)](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/mobilenetv2_quant)   |  ✅ |    |  ✅ |    |   |   |
| Computer Vision (CV)  | Image Classification  | [MobileNetV3](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/mobilenetv3)  |    |    |  ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Image Classification  | [NASNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/nasnet) |    |    |  ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Image Classification  | [ResNet-18](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/resnet)          |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [ResNet-50](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/resnet)          |  ✅ |  ✅ |  ✅ |  ✅ | ✅ |   |
| Computer Vision (CV)  | Image Classification  | [ResNet-50 (Quantization)](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/resnet50_quant)          |  ✅ |    |    |    |   |   |
|Computer Vision (CV)  | Image Classification  | [ResNet-101](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/resnet)       |  ✅ |  ✅ | ✅ |  ✅ |   |   |
|Computer Vision (CV)  | Image Classification  | [ResNeXt50](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/resnext50)     |  ✅ |    | ✅ |  ✅ |   |   |
|Computer Vision (CV)  | Image Classification  | [SE-ResNet50](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/resnet)      |  ✅ | ✅ |   |   |   |   |
| Computer Vision (CV)  | Image Classification  | [ShuffleNetV1](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/shufflenetv1)  |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [ShuffleNetV2](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/shufflenetv2) |    |    |  ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Image Classification  | [SqueezeNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/squeezenet) |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [Tiny-DarkNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/tinydarknet)       |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Classification  | [VGG16](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/vgg16)                |  ✅ |  ✅ |  ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Image Classification  | [Xception](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/xception)             |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Object Detection  | [CenterFace](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/centerface)     |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Object Detection  | [CTPN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/ctpn)     |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Object Detection  | [Faster R-CNN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/faster_rcnn)   |  ✅ |    |  ✅ |    |   |   |
| Computer Vision (CV)  | Object Detection  | [Mask R-CNN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/maskrcnn)         |  ✅ |   |    |    |   |   |
| Computer Vision (CV)  | Object Detection  | [Mask R-CNN (MobileNetV1)](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/maskrcnn_mobilenetv1)    |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Object Detection  | [RetinaFace-ResNet50](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/retinaface_resnet50)     |    |    |  ✅ |  ✅ |   |   |
| Computer Vision (CV) | Object Detection  | [RetinaNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/retinanet)     |  ✅  |    |   |   |   |   |
| Computer Vision (CV)  | Object Detection  | [SSD](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/ssd)                   |  ✅ |    | ✅ | ✅ | ✅ |   |
| Computer Vision (CV)  | Object Detection  | [SSD-MobileNetV1-FPN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/ssd)         |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Object Detection  | [SSD-Resnet50-FPN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/ssd)                   |  ✅ |    |   |   |   |   |
| Computer Vision (CV)  | Object Detection  | [SSD-VGG16](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/ssd)                   |  ✅ |    |   |   |   |   |
| Computer Vision (CV) | Object Detection  | [WarpCTC](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/warpctc)                    |  ✅ |    |  ✅ |    |   |   |
| Computer Vision (CV)  | Object Detection  | [YOLOv3-ResNet18](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/yolov3_resnet18)    | ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Object Detection  | [YOLOv3-DarkNet53](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/yolov3_darknet53)         |  ✅ |  ✅ |  ✅ |  ✅ |   |   |
| Computer Vision (CV)  | Object Detection  | [YOLOv3-DarkNet53 (Quantization)](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/yolov3_darknet53_quant)  |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Object Detection  | [YOLOv4](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/yolov4)         |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Text Detection  | [DeepText](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/deeptext)   |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Text Detection  | [PSENet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/psenet)   |  ✅ |  ✅ |    |    |   |   |
| Computer Vision (CV) | Text Recognition  | [CNN+CTC](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/cnnctc)                |  ✅ |  ✅ |    |    |   |   |
| Computer Vision (CV) | Text Recognition  | [CRNN-Seq2Seq-OCR](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/crnn_seq2seq_ocr)                |  ✅ |   |    |    |   |   |
| Computer Vision (CV) | Semantic Segmentation  | [DeepLabV3](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/deeplabv3)     |  ✅ |    |    |    | ✅ |   |
| Computer Vision (CV) | Semantic Segmentation  | [FCN8s](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/FCN8s)                |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Semantic Segmentation  | [U-Net2D (Medical)](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/unet)                |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Semantic Segmentation  | [U-Net3D (Medical)](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/unet3d)                |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Semantic Segmentation  | [U-Net++](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/unet)                |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Keypoint Detection  | [OpenPose](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/openpose)                |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Keypoint Detection  | [SimplePoseNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/simple_pose)                |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Optical Character Recognition  | [CRNN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/cv/crnn)                |  ✅ |    |    |    |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [BERT](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/bert)        |  ✅ |  ✅ |  ✅ |  ✅ |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [FastText](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/fasttext)        |  ✅ |    |    |   |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [GNMT v2](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/gnmt_v2)        |  ✅ |    |    |   |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [GRU](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/gru)                |  ✅ |    |    |   |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [MASS](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/mass)   |  ✅ |  ✅ |  ✅ |  ✅ |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [SentimentNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/lstm)      |  ✅ |    |  ✅ |  ✅ | ✅ | ✅
| Natural Language Processing (NLP) | Natural Language Understanding  | [Transformer](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/transformer)   |  ✅ |  ✅ |  ✅ |  ✅ |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [TinyBERT](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/tinybert)       |  ✅ |  ✅ |  ✅ |   |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [TextCNN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/nlp/textcnn)                |  ✅ |    |    |   |   |   |
| Recommender | Recommender System, CTR prediction  | [DeepFM](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/recommend/deepfm)                               |  ✅ |  ✅ |  ✅ | ✅ | ✅ |   |
| Recommender | Recommender System, Search, Ranking  | [Wide&Deep](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/recommend/wide_and_deep)             |  ✅ |  ✅ |  ✅ | ✅ |   |   |
| Recommender | Recommender System  | [NAML](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/recommend/naml)             |  ✅ |    |    |   |   |   |
| Recommender | Recommender System  | [NCF](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/recommend/ncf)             |  ✅ |    |  ✅ |   |   |   |
| Graph Neural Networks (GNN) | Text Classification  | [GCN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/gnn/gcn)  |  ✅ |  ✅ |    |    |   |   |
| Graph Neural Networks (GNN) | Text Classification  | [GAT](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/gnn/gat)  |  ✅ |  ✅ |    |    |   |   |
| Graph Neural Networks (GNN) | Recommender System | [BGCF](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/official/gnn/bgcf) |  ✅ |    |    |    |   |   |

### Research

|  Domain | Sub Domain    | Network  | Ascend (Graph) | Ascend (PyNative) | GPU (Graph) | GPU (PyNative)| CPU (Graph) | CPU (PyNative) |
|:------   |:------| :-----------   |:------:   |:------:   |:------:  |:------:  |:-----:  |:-----: |
| Computer Vision (CV) | Image Classification  | [FaceAttribute](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/cv/FaceAttribute)     |  ✅ |  ✅ |    |    |   |   |
| Computer Vision (CV) | Object Detection  | [FaceDetection](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/cv/FaceDetection)     |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Image Classification  | [FaceQualityAssessment](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/cv/FaceQualityAssessment)     |  ✅ |  ✅ |    |    |   |   |
| Computer Vision (CV) | Image Classification  | [FaceRecognition](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/cv/FaceRecognition)     |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Image Classification  | [FaceRecognitionForTracking](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/cv/FaceRecognitionForTracking)     |  ✅ |    |    |    |   |   |
| Computer Vision (CV) | Object Detection  | [SSD-GhostNet](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/cv/ssd_ghostnet)               |  ✅ |    |    |    |   |   |
| Computer Vision (CV)  | Image Style Transfer  | [CycleGAN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/cv/CycleGAN)             |        |    |   |  ✅ | ✅ |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [DS-CNN](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/nlp/dscnn)      |  ✅ |  ✅ |    |   |   |   |
| Natural Language Processing (NLP) | Natural Language Understanding  | [TPRR](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/nlp/tprr)  |  ✅ |    |    |   |   |   |
| Recommender | Recommender System, CTR prediction | [AutoDis](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/recommend/autodis)          |  ✅ |    |    |    |   |   |
| Audio | Audio Tagging | [FCN-4](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/audio/fcn-4)   |  ✅ |    |    |    |   |   |
| High Performance Computing | Molecular Dynamics | [DeepPotentialH2O](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/hpc/molecular_dynamics)   |  ✅ |  ✅ |    |    |   |   |
| High Performance Computing | Ocean Model | [GOMO](https://gitee.com/mindspore/mindspore/tree/r1.2/model_zoo/research/hpc/ocean_model)   |    |    |  ✅ |    |   |   |

> You can also use [MindWizard Tool](https://gitee.com/mindspore/mindinsight/tree/r1.2/mindinsight/wizard/) to quickly generate classic network scripts.