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volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.
An easy to use PyTorch to TensorRT converter
EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.
Generate a quantization parameter file for ncnn framework int8 inference
A Simple and Versatile Framework for Object Detection and Instance Recognition
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)