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caffetotensorrt_pva_interface's Introduction

CaffeToTensorRT_PVA_interface

本机环境 windows7 cuda10.1 cudnn7.5.0 cublas10.2.0

faster RCNN 系列 之 PVA 的前向接口

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(1)加入GPU传入数据,进行数据与处理的过程,提升前向速度

(2)加入序列化过程,在初始化之前对模型进行优化,并将优化后的模型进行序列化存储进来。初始化中删去模型优化的步骤直接对保存的二进制文件进行反序列化导入内存

(3)修改了部分代码,解决了无法初始化的小bug

有问题请指正

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