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  • Ubuntu16.04安装Pytorch

    一.安装

    1. 官方github:https://github.com/pytorch/pytorch

    Install optional dependencies //安装依赖项
    
    On Linux
    
    export CMAKE_PREFIX_PATH="$(dirname $(which conda))/../" # [anaconda root directory]
    
    # Install basic dependencies
    conda install numpy pyyaml mkl setuptools cmake cffi
    
    # Add LAPACK support for the GPU
    conda install -c pytorch magma-cuda80 # or magma-cuda90 if CUDA 9

      CondaError: CondaHTTPError When conda install -c soumith magma-cuda80=2.1.0 #1214

    conda install magma-cuda80 -c soumith
     

     - 出现网络错误

    Downloading and Extracting Packages
    certifi 2018.1.18: ##################################################### | 100% 
    magma-cuda80 2.2.0:                                                      |   0% 
    
    CondaHTTPError: HTTP 000 CONNECTION FAILED for url <https://conda.anaconda.org/pytorch/linux-64/magma-cuda80-2.2.0-h39f1f8d_1.tar.bz2>
    Elapsed: -
    
    An HTTP error occurred when trying to retrieve this URL.
    HTTP errors are often intermittent, and a simple retry will get you on your way.

    - 根据:Previous Versions

    Installation instructions and binaries for previous PyTorch versions may be found on our website.

    Installing with CUDA 8
    
    conda install pytorch=0.1.12 cuda80 -c soumith

    - 安装成功,但是运行出错

    Downloading and Extracting Packages
    cuda80 1.0: ############################################################ | 100% 
    libgcc 7.2.0: ########################################################## | 100% 
    pytorch 0.1.12: ######################################################## | 100% 
    libtorch 0.1.12: ####################################################### | 100% 
    openblas 0.2.19: ####################################################### | 100% 
    Preparing transaction: done
    Verifying transaction: done
    Executing transaction: done
    dsp@dsp:~$ python
    Python 2.7.14 |Anaconda custom (64-bit)| (default, Oct 16 2017, 17:29:19) 
    [GCC 7.2.0] on linux2
    Type "help", "copyright", "credits" or "license" for more information.
    >>> import torch
    Traceback (most recent call last):
      File "<stdin>", line 1, in <module>
      File "/home/dsp/anaconda2/lib/python2.7/site-packages/torch/__init__.py", line 53, in <module>
        from torch._C import *
    ImportError: /home/dsp/anaconda2/lib/python2.7/site-packages/torch/_C.so: undefined symbol: _ZN4thpp10THCSTensorIlEC1EP8THCStateP14THCSLongTensor

    重新安装:conda install pytorch torchvision cuda80 -c soumith 后报错
    >>> import torch
    Traceback (most recent call last):
      File "<stdin>", line 1, in <module>
      File "/home/dsp/anaconda2/lib/python2.7/site-packages/torch/__init__.py", line 53, in <module>
        from torch._C import *
    ImportError: libiomp5.so: cannot open shared object file: No such file or directory

    conda's anaconda channel packaging is faulty #2091
    ImportError: libiomp5.so: cannot open shared object file

    二.入门

    此教程为翻译官方地址

    Github 地址
    简书地址
    CSDN地址

    作者:Soumith Chintala

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  • 原文地址:https://www.cnblogs.com/ranjiewen/p/8387050.html
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