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Update model link (PaddlePaddle#6863)
* Update model link * Update model link * Update support_cn.md add Llama * Update support_cn.md add LLaMA * Update support_cn.md fix LLaMA spelling & add contribute guidance * Update support_cn.md add contributing guidance * Update support_cn.md add contributing guidance * Update support_cn.md add contributing guidance * Update support_cn.md * Update docs --------- Co-authored-by: onecatcn <[email protected]>
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| 飞桨框架在海光 DCU 上通过精度验证的模型情况如下： | ||
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| | 模型库 | 模型名称 | 训练 | 推理 | | ||
| | - | - | - | - | | ||
| | PaddleX | ResNet18 | √ | √ | | ||
| | PaddleX | ResNet34 | √ | √ | | ||
| | PaddleX | ResNet50 | √ | √ | | ||
| | PaddleX | ResNet101 | √ | √ | | ||
| | PaddleX | ResNet152 | √ | √ | | ||
| | PaddleX | Deeplabv3_Plus-R50 | √ | √ | | ||
| | PaddleX | Deeplabv3_Plus-R101 | √ | √ | | ||
| | PaddleNLP | BERT | √ | √ | | ||
| * PaddleX 使用文档详见：[PaddleX 多硬件使用](https://github.com/PaddlePaddle/PaddleX/blob/develop/docs/tutorials/base/devices_use_guidance.md) | ||
| * 如果您适配/验证过更多模型，欢迎向飞桨开源社区贡献适配代码，然后邮件联系我们更新本列表 [ext_paddle_oss]([email protected]) | ||
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| | 模型库 | 模型类型 | 模型名称 | 训练 | 推理 | | ||
| | - | - | - | - | - | | ||
| | PaddleX | 图像分类 | [ResNet18](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet18.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet34](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet34.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet50](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet50.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet101](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet101.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet152](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet152.yaml) | √ | √ | | ||
| | PaddleX | 语义分割 | [Deeplabv3_Plus-R50](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/semantic_segmentation/Deeplabv3_Plus-R50.yaml) | √ | √ | | ||
| | PaddleX | 语义分割 | [Deeplabv3_Plus-R101](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/semantic_segmentation/Deeplabv3_Plus-R101.yaml) | √ | √ | | ||
| | PaddleNLP | 自然语言理解模型 | [BERT](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/legacy/model_zoo/bert) | √ | √ | | ||
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| 飞桨框架在寒武纪 MLU 上通过精度验证的模型情况如下： | ||
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| | 模型库 | 模型名称 | 训练 | 推理 | | ||
| | - | - | - | - | | ||
| | PaddleX | ResNet18 | √ | √ | | ||
| | PaddleX | ResNet34 | √ | √ | | ||
| | PaddleX | ResNet50 | √ | √ | | ||
| | PaddleX | ResNet101 | √ | √ | | ||
| | PaddleX | ResNet152 | √ | √ | | ||
| | PaddleX | PPLCNet_x0_25 | √ | √ | | ||
| | PaddleX | PPLCNet_x0_35 | √ | √ | | ||
| | PaddleX | PPLCNet_x0_5 | √ | √ | | ||
| | PaddleX | PPLCNet_x0_75 | √ | √ | | ||
| | PaddleX | PPLCNet_x1_0 | √ | √ | | ||
| | PaddleX | PPLCNet_x1_5 | √ | √ | | ||
| | PaddleX | PPLCNet_x2_0 | √ | √ | | ||
| | PaddleX | PPLCNet_x2_5 | √ | √ | | ||
| | PaddleX | MobileNetV3_small_x0_35 | √ | √ | | ||
| | PaddleX | MobileNetV3_small_x0_5 | √ | √ | | ||
| | PaddleX | MobileNetV3_small_x0_75 | √ | √ | | ||
| | PaddleX | MobileNetV3_small_x1_0 | √ | √ | | ||
| | PaddleX | MobileNetV3_small_x1_25 | √ | √ | | ||
| | PaddleX | MobileNetV3_large_x0_35 | √ | √ | | ||
| | PaddleX | MobileNetV3_large_x0_5 | √ | √ | | ||
| | PaddleX | MobileNetV3_large_x0_75 | √ | √ | | ||
| | PaddleX | MobileNetV3_large_x1_0 | √ | √ | | ||
| | PaddleX | MobileNetV3_large_x1_25 | √ | √ | | ||
| | PaddleX | PP-HGNet_small | √ | √ | | ||
| | PaddleX | PP-YOLOE_plus-S | √ | √ | | ||
| | PaddleX | PP-YOLOE_plus-M | √ | √ | | ||
| | PaddleX | PP-YOLOE_plus-L | √ | √ | | ||
| | PaddleX | PP-YOLOE_plus-X | √ | √ | | ||
| | PaddleX | PicoDet-S | √ | √ | | ||
| | PaddleX | PicoDet-L | √ | √ | | ||
| | PaddleX | PP-LiteSeg-T | √ | √ | | ||
| | PaddleX | PP-OCRv4_mobile_det | √ | √ | | ||
| | PaddleX | PP-OCRv4_server_det | √ | √ | | ||
| | PaddleX | PP-OCRv4_mobile_rec | √ | √ | | ||
| | PaddleX | PP-OCRv4_server_rec | √ | √ | | ||
| | PaddleX | DLinear | √ | √ | | ||
| | PaddleX | RLinear | √ | √ | | ||
| | PaddleX | NLinear | √ | √ | | ||
| | PaddleNLP | BERT | √ | √ | | ||
| * PaddleX 使用文档详见：[PaddleX 多硬件使用](https://github.com/PaddlePaddle/PaddleX/blob/develop/docs/tutorials/base/devices_use_guidance.md) | ||
| * 如果您适配/验证过更多模型，欢迎向飞桨开源社区贡献适配代码，然后邮件联系我们更新本列表 [ext_paddle_oss]([email protected]) | ||
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| | 模型库 | 模型类型 | 模型名称 | 训练 | 推理 | | ||
| | - | - | - | - | - | | ||
| | PaddleX | 图像分类 | [ResNet18](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet18.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet34](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet34.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet50](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet50.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet101](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet101.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [ResNet152](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/ResNet152.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x0_25](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x0_25.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x0_35](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x0_35.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x0_5](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x0_5.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x0_75](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x0_75.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x1_0](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x1_0.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x1_5](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x1_5.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x2_0](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x2_0.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-LCNet_x2_5](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-LCNet_x2_5.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_small_x0_35](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_small_x0_35.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_small_x0_5](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_small_x0_5.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_small_x0_75](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_small_x0_75.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_small_x1_0](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_small_x1_0.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_small_x1_25](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_small_x1_25.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_large_x0_35](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_large_x0_35.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_large_x0_5](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_large_x0_5.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_large_x0_75](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_large_x0_75.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_large_x1_0](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_large_x1_0.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [MobileNetV3_large_x1_25](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/MobileNetV3_large_x1_25.yaml) | √ | √ | | ||
| | PaddleX | 图像分类 | [PP-HGNet_small](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/image_classification/PP-HGNet_small.yaml) | √ | √ | | ||
| | PaddleX | 目标检测 | [PP-YOLOE_plus-S](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/object_detection/PP-YOLOE_plus-S.yaml) | √ | √ | | ||
| | PaddleX | 目标检测 | [PP-YOLOE_plus-M](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/object_detection/PP-YOLOE_plus-M.yaml) | √ | √ | | ||
| | PaddleX | 目标检测 | [PP-YOLOE_plus-L](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/object_detection/PP-YOLOE_plus-L.yaml) | √ | √ | | ||
| | PaddleX | 目标检测 | [PP-YOLOE_plus-X](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/object_detection/PP-YOLOE_plus-X.yaml) | √ | √ | | ||
| | PaddleX | 目标检测 | [PicoDet-S](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/object_detection/PicoDet-S.yaml) | √ | √ | | ||
| | PaddleX | 目标检测 | [PicoDet-L](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/object_detection/PicoDet-L.yaml) | √ | √ | | ||
| | PaddleX | 语义分割 | [PP-LiteSeg-T](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/semantic_segmentation/PP-LiteSeg-T.yaml) | √ | √ | | ||
| | PaddleX | 文本检测 | [PP-OCRv4_server_det](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/text_detection/PP-OCRv4_server_det.yaml) | √ | √ | | ||
| | PaddleX | 文本检测 | [PP-OCRv4_mobile_det](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/text_detection/PP-OCRv4_mobile_det.yaml) | √ | √ | | ||
| | PaddleX | 文本识别 | [PP-OCRv4_server_rec](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/text_recognition/PP-OCRv4_server_rec.yaml) | √ | √ | | ||
| | PaddleX | 文本识别 | [PP-OCRv4_mobile_rec](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/text_recognition/PP-OCRv4_mobile_rec.yaml) | √ | √ | | ||
| | PaddleX | 版面分析 | [PicoDet_layout_1x](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/structure_analysis/PicoDet_layout_1x.yaml) | √ | √ | | ||
| | PaddleX | 时序预测 | [DLinear](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/ts_forecast/DLinear.yaml) | √ | √ | | ||
| | PaddleX | 时序预测 | [RLinear](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/ts_forecast/RLinear.yaml) | √ | √ | | ||
| | PaddleX | 时序预测 | [NLinear](https://github.com/PaddlePaddle/PaddleX/blob/develop/paddlex/configs/ts_forecast/NLinear.yaml) | √ | √ | | ||
| | PaddleNLP | 自然语言理解模型 | [BERT](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/legacy/model_zoo/bert) | √ | √ | | ||
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