尝试在GPU中使用tensorflow，但“无法加载动态库‘'cudart64_110.dll'"，我已经安装了cudatool和cuDNN
尝试在GPU中使用tensorflow，但“无法加载动态库‘'cudart64_110.dll'"，我已经安装了cudatool和cuDNN
提问于 2022-11-15 16:40:50
我是tensorflow的新手，我正在尝试训练CNN来进行图像分类。以下是我遇到的错误：
2022-11-15 11:18:50.087877: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found
2022-11-15 11:18:50.088548: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
nd
2022-11-15 11:19:04.824435: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublasLt64_11.dll'; dlerror: cublasLt64_11.dll not found2022-11-15 11:19:04.824617: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cufft64_10.dll'; dlerror: cufft64_10.dll not found2022-11-15 11:19:04.824783: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'curand64_10.dll'; dlerror: curand64_10.dll not found
2022-11-15 11:19:04.825030: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusolver64_11.dll'; dlerror: cusolver64_11.dll not found2022-11-15 11:19:04.825218: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusparse64_11.dll'; dlerror: cusparse64_11.dll not found2022-11-15 11:19:04.825408: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudnn64_8.dll'; dlerror: cudnn64_8.dll not found
2022-11-15 11:19:04.825483: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1934] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.Skipping registering GPU devices...我有GPU可用，数据自动化系统的版本是11.2这是我检查CUDA版本时得到的 这是我的tf版本
尝试了很多方法，但仍然没有效果，不知道还在继续。非常感谢你的帮助。
按照https://www.tensorflow.org/install/pip上的说明做了几次。
回答 2
Stack Overflow用户
发布于 2022-11-15 21:44:20
我的问题刚解决。对此进行了研究，发现了使用cmd安装Tensorflow可能导致的问题。
- 确保正确安装cuDNN。
- 查找位于
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin中的“C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin”文件。 - 复制并粘贴该.dll文件到
C:\Windows\System32
这个方法对我有用，希望任何人都能找到它的帮助。
Stack Overflow用户
发布于 2022-11-15 18:43:09
试试' Nvidia -smi -L‘我试着检查515.43.04+ (CUDA 11.7) CUDA与驱动程序兼容性上的兼容性矩阵
版本Python版本编译器构建工具cuDNN CUDA 2.10.0__ 3.7-3.10_
- 下载https://bootstrap.pypa.io/pip/2.7/get-pip.py或https://bootstrap.pypa.io/get-pip.py
- python get-pip.py
- 安装MSYS2：msys2
- 安装可视化C++构建工具2019：https://www.msys2.org/
_
____________a. C:\Program \NVIDIA计算工具包\CUDA\v11.4\bin
____________b. C:\Program \NVIDIA计算工具包\CUDA\v11.4\extras\CUPTI\lib64 64
____________c. F：\msys64 64\mingw64\bin
____________d. F：\msys64 64\usr\bin
- python3 -m pip安装-升级pip
- python3 -m pip安装-U六轮包装
- python3 -m pip安装-U keras_preprocessing -no-deps
- python3 -m pip安装tensorflow
- python3 -m pip安装tensorflow-gpu
参考文献：Tensorflow安装
页面原文内容由Stack Overflow提供。腾讯云小微IT领域专用引擎提供翻译支持
原文链接：
https://stackoverflow.com/questions/74449226
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