wang-xinyu/tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

C++PythonCudaCMakeCShellresnetsqueezenetinceptionv3tensorrtcrnnarcfacemobilenetv2yolov3shufflenetv2mnasnetretinafacemobilenetv3yolov3-sppyolov4yolov5detrswin-transformeryolov7yolov8
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TensorRTx TensorRTx aims to implement popular deep learning networks with TensorRT network definition API. Why don't we use a parser (ONNX parser, UFF parser, caffe parser, etc), but use complex APIs to build a network from scratch? I have summarized the advantages in the following aspects. Flexible, easy to modify the network, add/delete a layer or input/output tensor, replace a layer, merge layers, integrate preprocessing and postprocessing into network, etc. Debuggable, construct the entire network...
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