安装 tensorflow 的 gpu 版后 import 报错,有大佬碰到过这种情况吗? - V2EX
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KarlRixon
V2EX    TensorFlow

安装 tensorflow 的 gpu 版后 import 报错,有大佬碰到过这种情况吗?

  •  
  •   KarlRixon 2019-02-14 11:45:48 +08:00 8648 次点击
    这是一个创建于 2433 天前的主题,其中的信息可能已经有所发展或是发生改变。

    首先 cuda 装的是 9.1.85_win10_64 位,是在百度网盘上下载的 local 可执行文件(因为官网的下载太慢而且联网版安装包也很慢),用 vs2015 测试自带 Samples 成功。
    然后 cudnn 是下载官网的 9.0 版本,但是按照网上做法测试报错:

    #include <iostream> #include <cuda_runtime.h> #include <cudnn.h> using namespace std; void main() { cudnnHandle_t handle; cudnnStatus_t t = cudnnCreate(&handle); cout << cudnnGetErrorString(t); getchar(); } 

    错误 MSB3721 命令“"D:\CUDA9.2\Development\bin\nvcc.exe" -gencode=arch=compute_30,code="sm_30,compute_30" --use-local-env --cl-version 2015 -ccbin "C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\bin" -x cu -ID:\CUDA9.2\Development\include -ID:\CUDA9.2\Development\include -G --keep-dir Debug -maxrregcount=0 --machine 32 --compile -cudart static -g -D_MBCS -Xcompiler "/EHsc /W3 /nologo /Od /FS /Zi /RTC1 /MDd " -o Debug\test.cu.obj "C:\Users\24346\Documents\C++\testCUDA\test_cudnn\test_cudnn\test.cu"”已退出,返回代码为 1。

    Microsoft Visual C++ 2017 Redistributable(X64)已安装
    python 是 3.6.8 版本的 64 位,pip install tensorflow-gpu 显示安装成功,但 import tensorflow 报错:

    ImportError: Traceback (most recent call last): File "D:\anaconda\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 18, in swig_import_helper return importlib.import_module(mname) File "D:\anaconda\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module return _bootstrap._gcd_import(name[level:], package, level) File "<frozen importlib._bootstrap>", line 978, in _gcd_import File "<frozen importlib._bootstrap>", line 961, in _find_and_load File "<frozen importlib._bootstrap>", line 950, in _find_and_load_unlocked File "<frozen importlib._bootstrap>", line 648, in _load_unlocked File "<frozen importlib._bootstrap>", line 560, in module_from_spec File "<frozen importlib._bootstrap_external>", line 922, in create_module File "<frozen importlib._bootstrap>", line 205, in _call_with_frames_removed ImportError: DLL load failed: 找不到指定的模块。 During handling of the above exception, another exception occurred: Traceback (most recent call last): File "D:\anaconda\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 41, in <module> from tensorflow.python.pywrap_tensorflow_internal import * File "D:\anaconda\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 21, in <module> _pywrap_tensorflow_internal = swig_import_helper() File "D:\anaconda\envs\tensorflow-gpu\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 20, in swig_import_helper return importlib.import_module('_pywrap_tensorflow_internal') File "D:\anaconda\envs\tensorflow-gpu\lib\importlib\__init__.py", line 126, in import_module return _bootstrap._gcd_import(name[level:], package, level) ModuleNotFoundError: No module named '_pywrap_tensorflow_internal' Failed to load the native TensorFlow runtime. See https://www.tensorflow.org/install/install_sources#common_installation_problems for some common reasons and solutions. Include the entire stack trace above this error message when asking for help. 

    使用 anaconda 安装 tensorflow-gpu 也出现这个 ImportError
    现在我安装了 tensorflow 的 cpu 版就没有这个问题了。。。
    想问一下 10000 条以内评论的词向量训练需要显卡加速吗

    5 条回复    2019-02-21 19:01:46 +08:00
    julyclyde
        1
    julyclyde  
       2019-02-14 12:53:43 +08:00
    Failed to load the native TensorFlow runtime
    kisara
        2
    kisara  
       2019-02-14 17:29:03 +08:00
    为啥在 windows 上装 tf 这不是跟自己过不去嘛。。
    KarlRixon
        3
    KarlRixon  
    OP
       2019-02-16 21:01:47 +08:00
    cudnn 测试需要在链接器输入中添加 cudart.lib
    tinywhale
      nbsp; 4
    tinywhale  
       2019-02-21 07:22:43 +08:00
    是 cuda 版本不对,版本号要和编译时用的一样
    KarlRixon
        5
    KarlRixon  
    OP
       2019-02-21 19:01:46 +08:00
    @tinywhale 已经安装好了,现在用的是 cuda10.0,tensorflow 用的一个大佬的轮子
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