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Model Zoo

标准网络

领域 子领域 网络 Ascend(Graph) Ascend(PyNative) GPU(Graph) GPU(PyNative) CPU(Graph) CPU(PyNative)
计算机视觉(CV) 图像分类(Image Classification) AlexNet Supported Supported Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) CNN Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) DenseNet121 Supported Supported Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) EfficientNet-B0 Doing Doing Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) GoogLeNet Supported Supported Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) InceptionV3 Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) InceptionV4 Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) LeNet Supported Supported Supported Supported Supported Supported
计算机视觉(CV) 图像分类(Image Classification) LeNet(量化) Supported Doing Supported Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) MobileNetV1 Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) MobileNetV2 Supported Supported Supported Supported Supported Doing
计算机视觉(CV) 图像分类(Image Classification) MobileNetV2(量化) Supported Doing Supported Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) MobileNetV3 Doing Doing Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) NASNet Doing Doing Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) ResNet-50 Supported Supported Supported Supported Supported Doing
计算机视觉(CV) 图像分类(Image Classification) ResNet-50(量化) Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) ResNet-101 Supported Supported Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) ResNeXt50 Supported Doing Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) SE-ResNet50 Supported Supported Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) ShuffleNetV1 Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) ShuffleNetV2 Doing Doing Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) SqueezeNet Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) Tiny-DarkNet Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) VGG16 Supported Supported Supported Supported Doing Doing
计算机视觉(CV) 图像分类(Image Classification) Xception Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) CenterFace Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) CTPN Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) Faster R-CNN Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) Mask R-CNN Supported Supported Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) Mask R-CNN (MobileNetV1) Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) RetinaFace-ResNet50 Doing Doing Supported Supported Doing Doing
计算机视觉(CV) 目标检测(Object Detection) SSD Supported Doing Supported Supported Supported Doing
计算机视觉(CV) 目标检测(Object Detection) SSD-MobileNetV1-FPN Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) WarpCTC Supported Doing Supported Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) YOLOv3-ResNet18 Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) YOLOv3-DarkNet53 Supported Supported Supported Supported Doing Doing
计算机视觉(CV) 目标检测(Object Detection) YOLOv3-DarkNet53(量化) Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) YOLOv4 Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 文本检测(Text Detection) DeepText Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 文本检测(Text Detection) PSENet Supported Supported Doing Doing Doing Doing
计算机视觉(CV) 文本识别(Text Recognition) CNN+CTC Supported Supported Doing Doing Doing Doing
计算机视觉(CV) 语义分割(Semantic Segmentation) DeepLabV3 Supported Doing Doing Doing Supported Doing
计算机视觉(CV) 语义分割(Semantic Segmentation) U-Net2D (Medical) Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 关键点检测(Keypoint Detection) OpenPose Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 关键点检测(Keypoint Detection) SimplePoseNet Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 光学字符识别(Optical Character Recognition) CRNN Supported Doing Doing Doing Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) BERT Supported Supported Supported Supported Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) FastText Supported Doing Doing Doing Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) GNMT v2 Supported Doing Doing Doing Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) GRU Supported Doing Doing Doing Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) MASS Supported Supported Supported Supported Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) SentimentNet Supported Doing Supported Supported Supported Supported
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) Transformer Supported Supported Supported Supported Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) TinyBERT Supported Supported Supported Doing Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) TextCNN Supported Doing Doing Doing Doing Doing
推荐(Recommender) 推荐系统、点击率预估(Recommender System, CTR prediction) DeepFM Supported Supported Supported Supported Supported Doing
推荐(Recommender) 推荐系统、搜索、排序(Recommender System, Search, Ranking) Wide&Deep Supported Supported Supported Supported Doing Doing
推荐(Recommender) 推荐系统(Recommender System) NCF Supported Doing Supported Doing Doing Doing
图神经网络(GNN) 文本分类(Text Classification) GCN Supported Supported Doing Doing Doing Doing
图神经网络(GNN) 文本分类(Text Classification) GAT Supported Supported Doing Doing Doing Doing
图神经网络(GNN) 推荐系统(Recommender System) BGCF Supported Doing Doing Doing Doing Doing

研究网络

领域 子领域 网络 Ascend(Graph) Ascend(PyNative) GPU(Graph) GPU(PyNative) CPU(Graph) CPU(PyNative)
计算机视觉(CV) 图像分类(Image Classification) FaceAttributes Supported Supported Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) FaceDetection Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) FaceQualityAssessment Supported Supported Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) FaceRecognition Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像分类(Image Classification) FaceRecognitionForTracking Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 目标检测(Object Detection) SSD-GhostNet Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 关键点检测(Key Point Detection) CenterNet Supported Doing Doing Doing Doing Doing
计算机视觉(CV) 图像风格迁移(Image Style Transfer) CycleGAN Doing Doing Doing Supported Supported Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) DS-CNN Supported Supported Doing Doing Doing Doing
自然语言处理(NLP) 自然语言理解(Natural Language Understanding) TextRCNN Supported Doing Doing Doing Doing Doing
推荐(Recommender) 推荐系统、点击率预估(Recommender System, CTR prediction) AutoDis Supported Doing Doing Doing Doing Doing
语音(Audio) 音频标注(Audio Tagging) FCN-4 Supported Doing Doing Doing Doing Doing
高性能计算(HPC) 分子动力学(Molecular Dynamics) DeepPotentialH2O Supported Supported Doing Doing Doing Doing
高性能计算(HPC) 海洋模型(Ocean Model) GOMO Doing Doing Supported Doing Doing Doing

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