diff --git a/README.md b/README.md index 4890ca0020a586420d9d3e88ae57684a69a3e146..0a78be803b60b94e92d8d0cfa4b2b6beccffcc70 100644 --- a/README.md +++ b/README.md @@ -12,79 +12,101 @@ In order to facilitate developers to enjoy the benefits of MindSpore framework, ## Table of Contents -- [Official](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official) - - [Computer Vision](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [Image Classification](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [DenseNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/densenet/README.md) - - [GoogleNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/googlenet/README.md) - - [ResNet50[benchmark]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet/README.md) - - [ResNet50_Quant](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnet50_quant/README.md) - - [ResNet101](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet/README.md) - - [ResNext50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnext/README.md) - - [VGG16](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/vgg16/README.md) - - [AlexNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/alexnet/README.md) - - [LeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet/README.md) - - [LeNet_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet_quant/Readme.md) - - [MobileNetV2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2/README.md) - - [MobileNetV2_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2_quant/Readme.md) - - [MobileNetV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv3/Readme.md) - - [InceptionV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv3/README.md) - - [InceptionV4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv4/README.md) - - [Object Detection and Segmentation](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [DeepLabV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/deeplabv3/README.md) - - [FasterRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/faster_rcnn/README.md) - - [YoloV3-DarkNet53](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_darknet53/README.md) - - [YoloV3-ResNet18](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_resnet18/README.md) - - [MaskRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/maskrcnn/README.md) - - [Unet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet/README.md) - - [SSD](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd/README.md) - - [Warp-CTC](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/warpctc/README.md) - - [RetinaFace-ResNet50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/retinaface_resnet50/README.md) - - [Keypoint Detection](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [OpenPose](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/openpose/README.md) - - - [Natural Language Processing](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp) - - [BERT[benchmark]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/bert/README.md) - - [TinyBERT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/tinybert/README.md) - - [GNMT V2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/gnmt_v2/README.md) - - [FastText](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/fasttext/README.md) - - [LSTM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/lstm/README.md) - - [MASS](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/mass/README.md) - - [Transformer](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/transformer/README.md) - - [CPM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/cpm/README.md) - - [Recommender Systems](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend) - - [DeepFM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/deepfm/README.md) - - [NAML](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/naml/README.md) - - [Wide&Deep[benchmark]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/wide_and_deep/README.md) - - [Graph Neural Networks](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn) - - [BGCF](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/bgcf/README.md) - - [GAT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gat/README.md) - - [GCN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gcn//README.md) - -- [Research](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research) - - [Computer Vision](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv) - - [GhostNet_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ghostnet_quant/Readme.md) - - [SSD_GhostNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ssd_ghostnet/README.md) - - [TinyNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/tinynet/README.md) - - [CycleGAN](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/research/cv/CycleGAN/README.md) - - [FaceAttribute](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceAttribute/README.md) - - [FaceDetection](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceDetection/README.md) - - [FaceQualityAssessment](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceQualityAssessment/README.md) - - [FaceRecognitionForTracking](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognitionForTracking/README.md) - - [FaceRecognition](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognition/README.md) - - [CenterNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/centernet/README.md) - - [Natural Language Processing](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp) - - [DS-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/dscnn/README.md) - - [Recommender Systems](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend) - - [AutoDis](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend/autodis/README.md) - - [Audio](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio) - - [FCN-4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/fcn-4/README.md) - - [DeepSpeech2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/deepspeech2/README.md) - - [Wavenet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/wavenet/README.md) - - [High Performance Computing](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc) - - [GOMO](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/ocean_model/README.md) - - [Molecular_Dynamics](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/molecular_dynamics/README.md) - - [PINNs](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/research/hpc/pinns/README.md) +### Official + +| Domain | Sub Domain | Network | Ascend | GPU | CPU | +|:------ |:------| :----------- |:------: |:------: |:-----: | +|Computer Vision (CV) | Image Classification | [AlexNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/alexnet) | 鉁� | 鉁� | | +| Computer Vision (CV) | Image Classification | [CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/cnn_direction_model) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [DenseNet100](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/densenet) | | | 鉁� | +| Computer Vision (CV) | Image Classification | [DenseNet121](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/densenet) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [DPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/dpn) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [EfficientNet-B0](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/efficientnet) | | 鉁� | | +| Computer Vision (CV) | Image Classification | [GoogLeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/googlenet) | 鉁� | 鉁� | | +| Computer Vision (CV) | Image Classification | [InceptionV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv3) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [InceptionV4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv4) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [LeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet) | 鉁� | 鉁� | 鉁� | +| Computer Vision (CV) | Image Classification | [LeNet (Quantization)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet_quant) | 鉁� | 鉁� | | +| Computer Vision (CV) | Image Classification | [MobileNetV1](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv1) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [MobileNetV2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2) | 鉁� | 鉁� | 鉁� | +| Computer Vision (CV) | Image Classification | [MobileNetV2 (Quantization)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2_quant) | 鉁� | 鉁� | | +| Computer Vision (CV) | Image Classification | [MobileNetV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv3) | | 鉁� | | +| Computer Vision (CV) | Image Classification | [NASNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/nasnet) | | 鉁� | | +| Computer Vision (CV) | Image Classification | [ResNet-18](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [ResNet-50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | 鉁� | 鉁� | +| Computer Vision (CV) | Image Classification | [ResNet-50 (Quantization)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet50_quant) | 鉁� | | | +|Computer Vision (CV) | Image Classification | [ResNet-101](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | 鉁� | | +|Computer Vision (CV) | Image Classification | [ResNeXt50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnext) | 鉁� | 鉁� | | +|Computer Vision (CV) | Image Classification | [SE-ResNet50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [ShuffleNetV1](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/shufflenetv1) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [ShuffleNetV2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/shufflenetv2) | | 鉁� | | +| Computer Vision (CV) | Image Classification | [SqueezeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/squeezenet) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [Tiny-DarkNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/tinydarknet) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [VGG16](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/vgg16) | 鉁� | 鉁� | | +| Computer Vision (CV) | Image Classification | [Xception](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/xception) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [CenterFace](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/centerface) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [CTPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ctpn) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [Faster R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/faster_rcnn) | 鉁� | 鉁� | | +| Computer Vision (CV) | Object Detection | [Mask R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/maskrcnn) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [Mask R-CNN (MobileNetV1)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/maskrcnn_mobilenetv1) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [RetinaFace-ResNet50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/retinaface_resnet50) | | 鉁� | | +| Computer Vision (CV) | Object Detection | [SSD](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | 鉁� | 鉁� | +| Computer Vision (CV) | Object Detection | [SSD-MobileNetV1-FPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [SSD-Resnet50-FPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [SSD-VGG16](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [WarpCTC](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/warpctc) | 鉁� | 鉁� | | +| Computer Vision (CV) | Object Detection | [YOLOv3-ResNet18](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_resnet18) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [YOLOv3-DarkNet53](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_darknet53) | 鉁� | 鉁� | | +| Computer Vision (CV) | Object Detection | [YOLOv3-DarkNet53 (Quantization)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_darknet53_quant) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [YOLOv4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov4) | 鉁� | | | +| Computer Vision (CV) | Text Detection | [DeepText](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/deeptext) | 鉁� | | | +| Computer Vision (CV) | Text Detection | [PSENet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/psenet) | 鉁� | | | +| Computer Vision (CV) | Text Recognition | [CNN+CTC](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/cnnctc) | 鉁� | | | +| Computer Vision (CV) | Semantic Segmentation | [DeepLabV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/deeplabv3) | 鉁� | | 鉁� | +| Computer Vision (CV) | Semantic Segmentation | [U-Net2D (Medical)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet) | 鉁� | | | +| Computer Vision (CV) | Semantic Segmentation | [U-Net3D (Medical)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet3d) | 鉁� | | | +| Computer Vision (CV) | Semantic Segmentation | [U-Net++](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet) | 鉁� | | | +| Computer Vision (CV) | Keypoint Detection | [OpenPose](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/openpose) | 鉁� | | | +| Computer Vision (CV) | Keypoint Detection | [SimplePoseNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/simple_pose) | 鉁� | | | +| Computer Vision (CV) | Optical Character Recognition | [CRNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/crnn) | 鉁� | | | +| Natural Language Processing (NLP) | Natural Language Understanding | [BERT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/bert) | 鉁� | 鉁� | | +| Natural Language Processing (NLP) | Natural Language Understanding | [FastText](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/fasttext) | 鉁� | | | +| Natural Language Processing (NLP) | Natural Language Understanding | [GNMT v2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/gnmt_v2) | 鉁� | | | +| Natural Language Processing (NLP) | Natural Language Understanding | [GRU](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/gru) | 鉁� | | | +| Natural Language Processing (NLP) | Natural Language Understanding | [MASS](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/mass) | 鉁� | 鉁� | | +| Natural Language Processing (NLP) | Natural Language Understanding | [SentimentNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/lstm) | 鉁� | 鉁� | 鉁� | +| Natural Language Processing (NLP) | Natural Language Understanding | [Transformer](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/transformer) | 鉁� | 鉁� | | +| Natural Language Processing (NLP) | Natural Language Understanding | [TinyBERT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/tinybert) | 鉁� | 鉁� | | +| Natural Language Processing (NLP) | Natural Language Understanding | [TextCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/textcnn) | 鉁� | | | +| Recommender | Recommender System, CTR prediction | [DeepFM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/deepfm) | 鉁� | 鉁� | 鉁� | +| Recommender | Recommender System, Search, Ranking | [Wide&Deep](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/wide_and_deep) | 鉁� | 鉁� | | +| Recommender | Recommender System | [NAML](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/naml) | 鉁� | | | +| Recommender | Recommender System | [NCF](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/ncf) | 鉁� | | | +| Graph Neural Networks (GNN) | Text Classification | [GCN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gcn) | 鉁� | | | +| Graph Neural Networks (GNN) | Text Classification | [GAT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gat) | 鉁� | | | +| Graph Neural Networks (GNN) | Recommender System | [BGCF](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/bgcf) | 鉁� | | | + +### Research + +| Domain | Sub Domain | Network | Ascend | GPU | CPU | +|:------ |:------| :----------- |:------: |:------: |:-----: | +| Computer Vision (CV) | Image Classification | [FaceAttributes](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceAttribute) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [FaceDetection](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceDetection) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [FaceQualityAssessment](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceQualityAssessment) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [FaceRecognition](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognition) | 鉁� | | | +| Computer Vision (CV) | Image Classification | [FaceRecognitionForTracking](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognitionForTracking) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [Spnas](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/Spnas) | 鉁� | | | +| Computer Vision (CV) | Object Detection | [SSD-GhostNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ssd_ghostnet) | 鉁� | | | +| Computer Vision (CV) | Key Point Detection | [CenterNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/centernet) | 鉁� | | 鉁� | +| Computer Vision (CV) | Image Style Transfer | [CycleGAN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/CycleGAN) | | | 鉁� | +| Natural Language Processing (NLP) | Natural Language Understanding | [DS-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/dscnn) | 鉁� | | | +| Natural Language Processing (NLP) | Natural Language Understanding | [TextRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/textrcnn) | 鉁� | | | +| Natural Language Processing (NLP) | Natural Language Understanding | [TPRR](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/tprr) | 鉁� | | | +| Recommender | Recommender System, CTR prediction | [AutoDis](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend/autodis) | 鉁� | | | +| Audio | Audio Tagging | [FCN-4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/fcn-4) | 鉁� | | | +| High Performance Computing | Molecular Dynamics | [DeepPotentialH2O](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/molecular_dynamics) | 鉁� | | | +| High Performance Computing | Ocean Model | [GOMO](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/ocean_model) | | 鉁� | | + - [Community](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/community) ## Announcements diff --git a/README_CN.md b/README_CN.md index 6be27de9d7795bc890e8a983bb8d34f0d4a31c4c..107a83ac453248daa61d06e345f5eedebaf1e30d 100644 --- a/README_CN.md +++ b/README_CN.md @@ -12,79 +12,101 @@ ## 鐩綍 -- [瀹樻柟](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official) - - [璁＄畻鏈鸿瑙塢(https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [鍥惧儚鍒嗙被](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [DenseNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/densenet/README.md) - - [GoogleNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/googlenet/README.md) - - [ResNet-50[鍩哄噯]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet/README.md) - - [ResNet50_Quant](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnet50_quant/README.md) - - [ResNet-101](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet/README.md) - - [ResNeXt-50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnext/README_CN.md) - - [VGG16](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/vgg16/README.md) - - [AlexNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/alexnet/README.md) - - [LeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet/README.md) - - [LeNet_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet_quant/Readme.md) - - [MobileNetV2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2/README.md) - - [MobileNetV2_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2_quant/Readme.md) - - [MobileNetV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv3/Readme.md) - - [InceptionV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv3/README.md) - - [InceptionV4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv4/README.md) - - [鐩爣妫€娴嬩笌鍒嗗壊](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [DeepLabV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/deeplabv3/README.md) - - [Faster R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/faster_rcnn/README.md) - - [YoloV3-DarkNet53](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_darknet53/README.md) - - [YoloV3-ResNet18](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_resnet18/README.md) - - [Mask R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/maskrcnn/README.md) - - [U-Net](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet/README.md) - - [SSD](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd/README.md) - - [Warp-CTC](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/warpctc/README.md) - - [RetinaFace-ResNet50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/retinaface_resnet50/README.md) - - [鍏抽敭鐐规娴媇(https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - - [OpenPose](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/openpose/README.md) - - - [鑷劧璇█澶勭悊](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp) - - [BERT[鍩哄噯]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/bert/README.md) - - [TinyBERT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/tinybert/README.md) - - [GNMT V2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/gnmt_v2/README.md) - - [FastText](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/fasttext/README.md) - - [LSTM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/lstm/README.md) - - [MASS](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/mass/README.md) - - [Transformer](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/transformer/README.md) - - [CPM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/cpm/README.md) - - [鎺ㄨ崘绯荤粺](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend) - - [DeepFM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/deepfm/README.md) - - [NAML](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/naml/README.md) - - [Wide&Deep[鍩哄噯]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/wide_and_deep/README.md) - - [鍥剧缁忕綉缁淽(https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn) - - [BGCF](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/bgcf/README.md) - - [GAT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gat/README.md) - - [GCN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gcn//README.md) - -- [鐮旂┒](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research) - - [璁＄畻鏈鸿瑙塢(https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv) - - [GhostNet_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ghostnet_quant/Readme.md) - - [SSD_GhostNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ssd_ghostnet/README.md) - - [TinyNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/tinynet/README.md) - - [CycleGAN](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/research/cv/CycleGAN/README.md) - - [浜鸿劯灞炴€(https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceAttribute/README.md) - - [浜鸿劯妫€娴媇(https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceDetection/README.md) - - [浜鸿劯鍥惧儚璐ㄩ噺璇勪及](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceQualityAssessment/README.md) - - [浜鸿劯璇嗗埆璺熻釜](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognitionForTracking/README.md) - - [浜鸿劯璇嗗埆](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognition/README.md) - - [CenterNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/centernet/README.md) - - [鑷劧璇█澶勭悊](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp) - - [DS-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/dscnn/README.md) - - [鎺ㄨ崘绯荤粺](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend) - - [AutoDis](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend/autodis/README.md) - - [璇煶](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio) - - [FCN-4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/fcn-4/README.md) - - [DeepSpeech2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/deepspeech2/README.md) - - [Wavenet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/wavenet/README.md) - - [楂樻€ц兘璁＄畻](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc) - - [GOMO](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/ocean_model/README.md) - - [鍒嗗瓙鍔ㄥ姏瀛(https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/molecular_dynamics/README.md) - - [PINNs](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/research/hpc/pinns/README.md) +### 鏍囧噯缃戠粶 + +| 棰嗗煙 | 瀛愰鍩� | 缃戠粶 | Ascend | GPU | CPU | +|:---- |:------- |:---- |:----: |:----: |:----: | +|璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [AlexNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/alexnet) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/cnn_direction_model) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [DenseNet100](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/densenet) | | | 鉁� | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [DenseNet121](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/densenet) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [DPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/dpn) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [EfficientNet-B0](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/efficientnet) | | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [GoogLeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/googlenet) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [InceptionV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv3) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [InceptionV4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv4) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [LeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet) | 鉁� | 鉁� | 鉁� | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [LeNet锛堥噺鍖栵級](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet_quant) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [MobileNetV1](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv1) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [MobileNetV2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2) | 鉁� | 鉁� | 鉁� | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [MobileNetV2锛堥噺鍖栵級](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2_quant) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [MobileNetV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv3) | | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [NASNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/nasnet) | | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [ResNet-18](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [ResNet-50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | 鉁� | 鉁� | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [ResNet-50锛堥噺鍖栵級](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet50_quant) | 鉁� | | | +|璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [ResNet-101](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | 鉁� | | +|璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [ResNeXt50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnext) | 鉁� | 鉁� | | +|璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [SE-ResNet50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [ShuffleNetV1](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/shufflenetv1) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [ShuffleNetV2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/shufflenetv2) | | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� |[SqueezeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/squeezenet) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [Tiny-DarkNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/tinydarknet) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [VGG16](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/vgg16) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� | [Xception](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/xception) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [CenterFace](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/centerface) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [CTPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ctpn) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [Faster R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/faster_rcnn) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [Mask R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/maskrcnn) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� |[Mask R-CNN (MobileNetV1)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/maskrcnn_mobilenetv1) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [RetinaFace-ResNet50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/retinaface_resnet50) | | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [SSD](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | 鉁� | 鉁� | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [SSD-MobileNetV1-FPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [SSD-Resnet50-FPN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [SSD-VGG16](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [WarpCTC](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/warpctc) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [YOLOv3-ResNet18](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_resnet18) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [YOLOv3-DarkNet53](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_darknet53) | 鉁� | 鉁� | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [YOLOv3-DarkNet53锛堥噺鍖栵級](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_darknet53_quant) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� 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(Medical)](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet3d) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 璇箟鍒嗗壊锛圫emantic Segmentation锛� | [U-Net++](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍏抽敭鐐规娴嬶紙Keypoint Detection锛� |[OpenPose](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/openpose) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍏抽敭鐐规娴嬶紙Keypoint Detection锛� |[SimplePoseNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/simple_pose) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍏夊瀛楃璇嗗埆锛圤ptical Character Recognition锛� |[CRNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/crnn) | 鉁� | | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [BERT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/bert) | 鉁� | 鉁� | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [FastText](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/fasttext) | 鉁� | | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [GNMT v2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/gnmt_v2) | 鉁� | | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [GRU](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/gru) | 鉁� | | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [MASS](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/mass) | 鉁� | 鉁� | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [SentimentNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/lstm) | 鉁� | 鉁� | 鉁� | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [Transformer](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/transformer) | 鉁� | 鉁� | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [TinyBERT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/tinybert) | 鉁� | 鉁� | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [TextCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/textcnn) | 鉁� | | | +| 鎺ㄨ崘锛圧ecommender锛� | 鎺ㄨ崘绯荤粺銆佺偣鍑荤巼棰勪及锛圧ecommender System, CTR prediction锛� | [DeepFM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/deepfm) | 鉁� | 鉁� | 鉁� | +| 鎺ㄨ崘锛圧ecommender锛� | 鎺ㄨ崘绯荤粺銆佹悳绱€€佹帓搴忥紙Recommender System, Search, Ranking锛� | [Wide&Deep](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/wide_and_deep) | 鉁� | 鉁� | | +| 鎺ㄨ崘锛圧ecommender锛� | 鎺ㄨ崘绯荤粺锛圧ecommender System锛� | [NAML](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/naml) | 鉁� | | | +| 鎺ㄨ崘锛圧ecommender锛� | 鎺ㄨ崘绯荤粺锛圧ecommender System锛� | [NCF](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/ncf) | 鉁� | | | +| 鍥剧缁忕綉缁滐紙GNN锛� | 鏂囨湰鍒嗙被锛圱ext Classification锛� | [GCN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gcn) | 鉁� | | | +| 鍥剧缁忕綉缁滐紙GNN锛� | 鏂囨湰鍒嗙被锛圱ext Classification锛� | [GAT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gat) | 鉁� | | | +| 鍥剧缁忕綉缁滐紙GNN锛� | 鎺ㄨ崘绯荤粺锛圧ecommender System锛� | [BGCF](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/bgcf) | 鉁� | | | + +### 鐮旂┒缃戠粶 + +| 棰嗗煙 | 瀛愰鍩� | 缃戠粶 | Ascend | GPU | CPU | +|:---- |:------- |:---- |:----: |:----: |:----: | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� |[FaceAttributes](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceAttribute) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [FaceDetection](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceDetection) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� |[FaceQualityAssessment](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceQualityAssessment) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� |[FaceRecognition](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognition) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚鍒嗙被锛圛mage Classification锛� |[FaceRecognitionForTracking](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognitionForTracking) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [Spnas](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/Spnas) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鐩爣妫€娴嬶紙Object Detection锛� | [SSD-GhostNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ssd_ghostnet) | 鉁� | | | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍏抽敭鐐规娴嬶紙Key Point Detection锛� | [CenterNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/centernet) | 鉁� | | 鉁� | +| 璁＄畻鏈鸿瑙夛紙CV锛� | 鍥惧儚椋庢牸杩佺Щ锛圛mage Style Transfer锛� | [CycleGAN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/CycleGAN) | | | 鉁� | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [DS-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/dscnn) | 鉁� | | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [TextRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/textrcnn) | 鉁� | | | +| 鑷劧璇█澶勭悊锛圢LP锛� | 鑷劧璇█鐞嗚В锛圢atural Language Understanding锛� | [TPRR](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/tprr) | 鉁� | | | +| 鎺ㄨ崘锛圧ecommender锛� | 鎺ㄨ崘绯荤粺銆佺偣鍑荤巼棰勪及锛圧ecommender System, CTR prediction锛� | [AutoDis](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend/autodis) | 鉁� | | | +|璇煶锛圓udio锛� | 闊抽鏍囨敞锛圓udio Tagging锛� | [FCN-4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/fcn-4) | 鉁� | | | +|楂樻€ц兘璁＄畻锛圚PC锛� | 鍒嗗瓙鍔ㄥ姏瀛︼紙Molecular Dynamics锛� | [DeepPotentialH2O](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/molecular_dynamics) | 鉁� | | | +|楂樻€ц兘璁＄畻锛圚PC锛� | 娴锋磱妯″瀷锛圤cean Model锛� | [GOMO](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/ocean_model) | | 鉁� | | + - [绀惧尯](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/community) ## 鍏憡 diff --git a/official/nlp/ernie/README_CN.md b/official/nlp/ernie/README_CN.md index 4bab4834a70fef487916474cb1d2df7c301c1f05..3b2c24336f55565125c1fa93ecdcea3118b1d179 100644 --- a/official/nlp/ernie/README_CN.md +++ b/official/nlp/ernie/README_CN.md @@ -451,3 +451,9 @@ CMRC2018 # ModelZoo涓婚〉 璇锋祻瑙堝畼缃慬涓婚〉](https://gitee.com/mindspore/mindspore/tree/master/model_zoo)銆� + +# FAQ + +浼樺厛鍙傝€僛ModelZoo FAQ](https://gitee.com/mindspore/mindspore/tree/master/model_zoo#FAQ)鏉ユ煡鎵句竴浜涘父瑙佺殑鍏叡闂銆� + +- **Q: 褰撲娇鐢� `PYNATICE_MODE` 杩愯鏃跺嚭鐜板唴瀛樻孩鍑烘€庝箞鍔烇紵** **A**: 鍦� `PYNATIVE_MODE` 涓嬶紝鍐呭瓨鍗犵敤浼氭洿澶氾紝鍙互灏濊瘯鍑忓皬 batch size 鏉ョ紦瑙ｏ紝渚嬪锛屽浜� XNLI銆丏BQA 鏁版嵁闆嗭紝鍙皢 batchsize 鍑忓皬鍒� 16銆�