linux 服务器,卸载tensorflow CPU 安装PGU版 写在前面 之前用的和学习的都是pytorch框架,现在要运行一个keras的代码,得安装tensorflow和keras,按一个教程, 直接在pycharm里setting,点那个+很快就装好了tensorflow和keras,运行了几次发现运行特别慢,用nvidia-smi查看,发现根本没有用pgu跑,一番查找,最后发现安装的tensorflow
PS:本人将渐进式增长的训练方式引入UNet模型做了一些浅显的实验,有兴趣的大佬朋友们可以点击: 论文:《PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation》 论文地址:https://arxiv.org/abs/1911.01062 代码地址:https://github.com/Minerva-J/PGU-net-Model
python进入Python编译环境 (依次输入如下命令:) 测试成功将返回结果 tips: 安装TensorFlow的过程中,一般情况如果不是大型的深度学习任务,安装cpu版本就够用了,且可能比安装pgu
in Pap Smear Images using Deformable Multi-path Ensemble Model,链接https://arxiv.org/abs/1812.00527 2:PGU-net
v=jz0eti62PGU - 视频:极客湾_N卡是如何崛起的? https://www.youtube.com/watch?
本文主要详细介绍了torch_pgu版本的安装,其中包括cuda和cudnn的环境配置图解流程,以及如何使用conda命令进行虚拟环境的创建、删除、使用等操作,列举conda的常用命令集,包括如何实现Windows
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FileInformation.EndOfFile.LowPart;// 分配内存PVOID pBuffer = ExAllocatePoolWithTag(PagedPool, uFileSize + 0x100, (ULONG)"PGu 相对RVA [ %p ] \n", *AddressOfNameOrdinals, FunName, TargetOff);}}ExFreePoolWithTag(pBuffer, (ULONG)"PGu
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