登录 注册
开源 企业版 高校版 私有云 Gitee AI NEW
开源项目 > 其他开源 > 图书/手册/教程 && 人工智能 > 机器学习/深度学习 &&
扫描微信二维码支付
取消
支付完成
Watch
不关注 关注所有动态 仅关注版本发行动态 关注但不提醒动态
334 Star 1.5K Fork 863

MindSpore / docs

代码 Issues 71 Pull Requests 7 Wiki 统计 流水线
服务
加入 Gitee
与超过 1200万 开发者一起发现、参与优秀开源项目，私有仓库也完全免费 ：）
免费加入
克隆/下载
network_list_ms.md 16.23 KB
一键复制 编辑 原始数据 按行查看 历史
宦晓玲 提交于 2023-07-21 15:10 . modify the md links in 1.2

MindSpore Network List

Linux Ascend GPU CPU Model Development Intermediate Expert

View Source On Gitee

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 ✅ ✅ ✅ ✅
Computer Vision (CV) Image Classification CNN ✅
Computer Vision (CV) Image Classification DenseNet100 ✅ ✅
Computer Vision (CV) Image Classification DenseNet121 ✅ ✅
Computer Vision (CV) Image Classification EfficientNet-B0 ✅ ✅
Computer Vision (CV) Image Classification GoogLeNet ✅ ✅ ✅ ✅
Computer Vision (CV) Image Classification InceptionV3 ✅
Computer Vision (CV) Image Classification InceptionV4 ✅
Computer Vision (CV) Image Classification LeNet ✅ ✅ ✅ ✅ ✅ ✅
Computer Vision (CV) Image Classification LeNet (Quantization) ✅ ✅
Computer Vision (CV) Image Classification MobileNetV1 ✅
Computer Vision (CV) Image Classification MobileNetV2 ✅ ✅ ✅ ✅ ✅
Computer Vision (CV) Image Classification MobileNetV2 (Quantization) ✅ ✅
Computer Vision (CV) Image Classification MobileNetV3 ✅ ✅
Computer Vision (CV) Image Classification NASNet ✅ ✅
Computer Vision (CV) Image Classification ResNet-18 ✅
Computer Vision (CV) Image Classification ResNet-50 ✅ ✅ ✅ ✅ ✅
Computer Vision (CV) Image Classification ResNet-50 (Quantization) ✅
Computer Vision (CV) Image Classification ResNet-101 ✅ ✅ ✅ ✅
Computer Vision (CV) Image Classification ResNeXt50 ✅ ✅ ✅
Computer Vision (CV) Image Classification SE-ResNet50 ✅ ✅
Computer Vision (CV) Image Classification ShuffleNetV1 ✅
Computer Vision (CV) Image Classification ShuffleNetV2 ✅ ✅
Computer Vision (CV) Image Classification SqueezeNet ✅
Computer Vision (CV) Image Classification Tiny-DarkNet ✅
Computer Vision (CV) Image Classification VGG16 ✅ ✅ ✅ ✅
Computer Vision (CV) Image Classification Xception ✅
Computer Vision (CV) Object Detection CenterFace ✅
Computer Vision (CV) Object Detection CTPN ✅
Computer Vision (CV) Object Detection Faster R-CNN ✅ ✅
Computer Vision (CV) Object Detection Mask R-CNN ✅
Computer Vision (CV) Object Detection Mask R-CNN (MobileNetV1) ✅
Computer Vision (CV) Object Detection RetinaFace-ResNet50 ✅ ✅
Computer Vision (CV) Object Detection RetinaNet ✅
Computer Vision (CV) Object Detection SSD ✅ ✅ ✅ ✅
Computer Vision (CV) Object Detection SSD-MobileNetV1-FPN ✅
Computer Vision (CV) Object Detection SSD-Resnet50-FPN ✅
Computer Vision (CV) Object Detection SSD-VGG16 ✅
Computer Vision (CV) Object Detection WarpCTC ✅ ✅
Computer Vision (CV) Object Detection YOLOv3-ResNet18 ✅
Computer Vision (CV) Object Detection YOLOv3-DarkNet53 ✅ ✅ ✅ ✅
Computer Vision (CV) Object Detection YOLOv3-DarkNet53 (Quantization) ✅
Computer Vision (CV) Object Detection YOLOv4 ✅
Computer Vision (CV) Text Detection DeepText ✅
Computer Vision (CV) Text Detection PSENet ✅ ✅
Computer Vision (CV) Text Recognition CNN+CTC ✅ ✅
Computer Vision (CV) Text Recognition CRNN-Seq2Seq-OCR ✅
Computer Vision (CV) Semantic Segmentation DeepLabV3 ✅ ✅
Computer Vision (CV) Semantic Segmentation FCN8s ✅
Computer Vision (CV) Semantic Segmentation U-Net2D (Medical) ✅
Computer Vision (CV) Semantic Segmentation U-Net3D (Medical) ✅
Computer Vision (CV) Semantic Segmentation U-Net++ ✅
Computer Vision (CV) Keypoint Detection OpenPose ✅
Computer Vision (CV) Keypoint Detection SimplePoseNet ✅
Computer Vision (CV) Optical Character Recognition CRNN ✅
Natural Language Processing (NLP) Natural Language Understanding BERT ✅ ✅ ✅ ✅
Natural Language Processing (NLP) Natural Language Understanding FastText ✅
Natural Language Processing (NLP) Natural Language Understanding GNMT v2 ✅
Natural Language Processing (NLP) Natural Language Understanding GRU ✅
Natural Language Processing (NLP) Natural Language Understanding MASS ✅ ✅ ✅ ✅
Natural Language Processing (NLP) Natural Language Understanding SentimentNet ✅ ✅ ✅ ✅ ✅
Natural Language Processing (NLP) Natural Language Understanding Transformer ✅ ✅ ✅ ✅
Natural Language Processing (NLP) Natural Language Understanding TinyBERT ✅ ✅ ✅
Natural Language Processing (NLP) Natural Language Understanding TextCNN ✅
Recommender Recommender System, CTR prediction DeepFM ✅ ✅ ✅ ✅ ✅
Recommender Recommender System, Search, Ranking Wide&Deep ✅ ✅ ✅ ✅
Recommender Recommender System NAML ✅
Recommender Recommender System NCF ✅ ✅
Graph Neural Networks (GNN) Text Classification GCN ✅ ✅
Graph Neural Networks (GNN) Text Classification GAT ✅ ✅
Graph Neural Networks (GNN) Recommender System BGCF ✅

Research

Domain Sub Domain Network Ascend (Graph) Ascend (PyNative) GPU (Graph) GPU (PyNative) CPU (Graph) CPU (PyNative)
Computer Vision (CV) Image Classification FaceAttribute ✅ ✅
Computer Vision (CV) Object Detection FaceDetection ✅
Computer Vision (CV) Image Classification FaceQualityAssessment ✅ ✅
Computer Vision (CV) Image Classification FaceRecognition ✅
Computer Vision (CV) Image Classification FaceRecognitionForTracking ✅
Computer Vision (CV) Object Detection SSD-GhostNet ✅
Computer Vision (CV) Image Style Transfer CycleGAN ✅ ✅
Natural Language Processing (NLP) Natural Language Understanding DS-CNN ✅ ✅
Natural Language Processing (NLP) Natural Language Understanding TPRR ✅
Recommender Recommender System, CTR prediction AutoDis ✅
Audio Audio Tagging FCN-4 ✅
High Performance Computing Molecular Dynamics DeepPotentialH2O ✅ ✅
High Performance Computing Ocean Model GOMO ✅

You can also use MindWizard Tool to quickly generate classic network scripts.

1
https://gitee.com/mindspore/docs.git
git@gitee.com:mindspore/docs.git
mindspore
docs
docs
r1.2
点此查找更多帮助

搜索帮助

Git 命令在线学习 如何在 Gitee 导入 GitHub 仓库
Git 仓库基础操作
企业版和社区版功能对比
SSH 公钥设置
如何处理代码冲突
仓库体积过大，如何减小？
如何找回被删除的仓库数据
Gitee 产品配额说明
GitHub仓库快速导入Gitee及同步更新
什么是 Release（发行版）
将 PHP 项目自动发布到 packagist.org
仓库举报
回到顶部