https://github.com/zjhellofss/KuiperInfer

带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
https://github.com/zjhellofss/KuiperInfer

caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5

Last synced: 12 days ago
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带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

• Host: GitHub
• URL: https://github.com/zjhellofss/KuiperInfer
• Owner: zjhellofss
• License: mit
• Created: 2022-11-21T05:28:01.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-06-06T12:44:15.000Z (21 days ago)
• Last Synced: 2024-06-13T08:47:12.557Z (14 days ago)
• Topics: caffe, convolution, deep-learning, deep-neural-networks, diy, graph-algorithms, inference, inference-engine, maxpooling, ncnn, pnnx, pytorch, relu, resnet, sigmoid, yolo, yolov5
• Language: C++
• Homepage:
• Size: 300 MB
• Stars: 2,091
• Watchers: 22
• Forks: 239
• Open Issues: 7

Lists

• awesome-yolo-object-detection - KuiperInfer (自制深度学习推理框架) - performance deep learning inference library step by step. (Summary)
• awesome-stars - zjhellofss/KuiperInfer - 带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step (C++)
• awesome-llm-and-aigc - zjhellofss/KuiperInfer (自制深度学习推理框架) - performance deep learning inference library step by step. (Summary)
• awesome-cuda-tensorrt-fpga - zjhellofss/KuiperInfer (自制深度学习推理框架) - performance deep learning inference library step by step. (Frameworks)
• StarryDivineSky - zjhellofss/KuiperInfer