当 conda 尚不支持时,如何在 Windows 上安装最新的 Tensorflow(此处:2.2)?

How do I install the most recent Tensorflow (here: 2.2) on Windows when conda does not yet support it?(当 conda 尚不支持时,如何在 Windows 上安装最新的 Tensorflow(此处:2.2)?)
本文介绍了当 conda 尚不支持时,如何在 Windows 上安装最新的 Tensorflow(此处:2.2)?的处理方法,对大家解决问题具有一定的参考价值,需要的朋友们下面随着跟版网的小编来一起学习吧!

问题描述

我在 Windows 8.1 上有 conda 4.8.3 和 Python 3.7.4.

I have conda 4.8.3 and Python 3.7.4 on Windows 8.1.

我在 conda 环境中安装了 tf 2.0.0.如何升级到 2.2.x?

I have tf 2.0.0 installed in a conda environment. How do I upgrade to 2.2.x?

或者,我如何在 conda 环境中安装 2.2.x?

Or, how do I just install 2.2.x in a conda environment?

编辑 1:pip install --upgrade tensorflow 说:要求已经是最新的:d:anaconda3envs f2libsite-packages (2.1.0) 中的 tensorflow

Edit 1: pip install --upgrade tensorflow says: Requirement already up-to-date: tensorflow in d:anaconda3envs f2libsite-packages (2.1.0)

但是tf版本还是2.0.

but tf version is still 2.0.

编辑 2:conda install tensorflow==2.2.0 说:

Edit 2: conda install tensorflow==2.2.0 says:

PackagesNotFoundError: The following packages are not available from current channels:

  • 张量流==2.2.0
  • 我确实有一些运气 这里.

    编辑 3:

    (tf2) D:
    aydevcovid-19>conda list -n tf2
    # packages in environment at D:Anaconda3envs	f2:
    #
    # Name                    Version                   Build  Channel
    _anaconda_depends         2019.03                  py37_0
    _ipyw_jlab_nb_ext_conf    0.1.0                    py37_0
    _tflow_select             2.3.0                       mkl
    absl-py                   0.9.0                    pypi_0    pypi
    alabaster                 0.7.12                   py37_0
    anaconda                  custom                   py37_1
    anaconda-client           1.7.2                    py37_0
    anaconda-navigator        1.9.7                    py37_0
    anaconda-project          0.8.3                      py_0
    asn1crypto                1.0.1                    py37_0
    astor                     0.8.1                    pypi_0    pypi
    astroid                   2.3.1                    py37_0
    astropy                   3.2.1            py37he774522_0
    atomicwrites              1.3.0                    py37_1
    attrs                     19.2.0                     py_0
    babel                     2.7.0                      py_0
    backcall                  0.1.0                    py37_0
    backports                 1.0                        py_2
    backports.functools_lru_cache 1.5                        py_2
    backports.os              0.1.1                    py37_0
    backports.shutil_get_terminal_size 1.0.0                    py37_2
    backports.tempfile        1.0                        py_1
    backports.weakref         1.0.post1                  py_1
    beautifulsoup4            4.8.0                    py37_0
    bitarray                  1.0.1            py37he774522_0
    bkcharts                  0.2                      py37_0
    blas                      1.0                         mkl
    bleach                    3.1.0                    py37_0
    blosc                     1.16.3               h7bd577a_0
    bokeh                     1.3.4                    py37_0
    boto                      2.49.0                   py37_0
    bottleneck                1.2.1            py37h452e1ab_1
    bzip2                     1.0.8                he774522_0
    ca-certificates           2020.1.1                      0
    cachetools                4.0.0                    pypi_0    pypi
    certifi                   2019.9.11                py37_0
    cffi                      1.12.3           py37h7a1dbc1_0
    chardet                   3.0.4                 py37_1003
    click                     7.0                      py37_0
    cloudpickle               1.2.2                      py_0
    clyent                    1.2.2                    py37_1
    colorama                  0.4.1                    py37_0
    comtypes                  1.1.7                    py37_0
    conda-package-handling    1.6.0            py37h62dcd97_0
    conda-verify              3.4.2                      py_1
    console_shortcut          0.1.1                         3
    contextlib2               0.6.0                      py_0
    cryptography              2.7              py37h7a1dbc1_0
    curl                      7.65.3               h2a8f88b_0
    cycler                    0.10.0                   py37_0
    cython                    0.29.13          py37ha925a31_0
    cytoolz                   0.10.0           py37he774522_0
    dask                      2.5.2                      py_0
    dask-core                 2.5.2                      py_0
    decorator                 4.4.0                    py37_1
    defusedxml                0.6.0                      py_0
    dill                      0.3.1.1                  pypi_0    pypi
    distributed               2.5.2                      py_0
    docutils                  0.15.2                   py37_0
    entrypoints               0.3                      py37_0
    et_xmlfile                1.0.1                    py37_0
    fastcache                 1.1.0            py37he774522_0
    filelock                  3.0.12                     py_0
    flask                     1.1.1                      py_0
    freetype                  2.9.1                ha9979f8_1
    fsspec                    0.5.2                      py_0
    future                    0.17.1                   py37_0
    gast                      0.2.2                    pypi_0    pypi
    get_terminal_size         1.0.0                h38e98db_0
    gevent                    1.4.0            py37he774522_0
    glob2                     0.7                        py_0
    google-auth               1.11.0                   pypi_0    pypi
    google-auth-oauthlib      0.4.1                    pypi_0    pypi
    google-pasta              0.1.8                      py_0
    googleapis-common-protos  1.51.0                   pypi_0    pypi
    greenlet                  0.4.15           py37hfa6e2cd_0
    grpcio                    1.26.0                   pypi_0    pypi
    h5py                      2.9.0            py37h5e291fa_0
    hdf5                      1.10.4               h7ebc959_0
    heapdict                  1.0.1                      py_0
    html5lib                  1.0.1                    py37_0
    icc_rt                    2019.0.0             h0cc432a_1
    icu                       58.2                 ha66f8fd_1
    idna                      2.8                      py37_0
    imageio                   2.6.0                    py37_0
    imagesize                 1.1.0                    py37_0
    importlib_metadata        0.23                     py37_0
    intel-openmp              2019.4                      245
    ipykernel                 5.1.2            py37h39e3cac_0
    ipython                   7.8.0            py37h39e3cac_0
    ipython_genutils          0.2.0                    py37_0
    ipywidgets                7.5.1                      py_0
    isort                     4.3.21                   py37_0
    itsdangerous              1.1.0                    py37_0
    jdcal                     1.4.1                      py_0
    jedi                      0.15.1                   py37_0
    jinja2                    2.10.3                     py_0
    joblib                    0.13.2                   py37_0
    jpeg                      9b                   hb83a4c4_2
    json5                     0.8.5                      py_0
    jsonschema                3.0.2                    py37_0
    jupyter                   1.0.0                    py37_7
    jupyter_client            5.3.3                    py37_1
    jupyter_console           6.0.0                    py37_0
    jupyter_core              4.5.0                      py_0
    jupyterlab                1.1.4              pyhf63ae98_0
    jupyterlab_server         1.0.6                      py_0
    keras                     2.3.1            py37h21ff451_0    conda-forge
    keras-applications        1.0.8                      py_0
    keras-preprocessing       1.1.0                      py_1
    keyring                   18.0.0                   py37_0
    kiwisolver                1.1.0            py37ha925a31_0
    krb5                      1.16.1               hc04afaa_7
    lazy-object-proxy         1.4.2            py37he774522_0
    libarchive                3.3.3                h0643e63_5
    libcurl                   7.65.3               h2a8f88b_0
    libgpuarray               0.7.6                hfa6e2cd_0
    libiconv                  1.15                 h1df5818_7
    liblief                   0.9.0                ha925a31_2
    libmklml                  2019.0.5                      0
    libpng                    1.6.37               h2a8f88b_0
    libprotobuf               3.11.2               h7bd577a_0
    libpython                 2.1                      py37_0
    libsodium                 1.0.16               h9d3ae62_0
    libssh2                   1.8.2                h7a1dbc1_0
    libtiff                   4.0.10               hb898794_2
    libxml2                   2.9.9                h464c3ec_0
    libxslt                   1.1.33               h579f668_0
    llvmlite                  0.29.0           py37ha925a31_0
    locket                    0.2.0                    py37_1
    lxml                      4.4.1            py37h1350720_0
    lz4-c                     1.8.1.2              h2fa13f4_0
    lzo                       2.10                 h6df0209_2
    m2w64-binutils            2.25.1                        5
    m2w64-bzip2               1.0.6                         6
    m2w64-crt-git             5.0.0.4636.2595836               2
    m2w64-gcc                 5.3.0                         6
    m2w64-gcc-ada             5.3.0                         6
    m2w64-gcc-fortran         5.3.0                         6
    m2w64-gcc-libgfortran     5.3.0                         6
    m2w64-gcc-libs            5.3.0                         7
    m2w64-gcc-libs-core       5.3.0                         7
    m2w64-gcc-objc            5.3.0                         6
    m2w64-gmp                 6.1.0                         2
    m2w64-headers-git         5.0.0.4636.c0ad18a               2
    m2w64-isl                 0.16.1                        2
    m2w64-libiconv            1.14                          6
    m2w64-libmangle-git       5.0.0.4509.2e5a9a2               2
    m2w64-libwinpthread-git   5.0.0.4634.697f757               2
    m2w64-make                4.1.2351.a80a8b8               2
    m2w64-mpc                 1.0.3                         3
    m2w64-mpfr                3.1.4                         4
    m2w64-pkg-config          0.29.1                        2
    m2w64-toolchain           5.3.0                         7
    m2w64-tools-git           5.0.0.4592.90b8472               2
    m2w64-windows-default-manifest 6.4                           3
    m2w64-winpthreads-git     5.0.0.4634.697f757               2
    m2w64-zlib                1.2.8                        10
    mako                      1.1.0                      py_0
    markdown                  3.1.1                    py37_0
    markupsafe                1.1.1            py37he774522_0
    matplotlib                3.1.1            py37hc8f65d3_0
    mccabe                    0.6.1                    py37_1
    menuinst                  1.4.16           py37he774522_0
    mistune                   0.8.4            py37he774522_0
    mkl                       2019.4                      245
    mkl-service               2.3.0            py37hb782905_0
    mkl_fft                   1.0.14           py37h14836fe_0
    mkl_random                1.1.0            py37h675688f_0
    mock                      3.0.5                    py37_0
    more-itertools            7.2.0                    py37_0
    mpmath                    1.1.0                    py37_0
    msgpack-python            0.6.1            py37h74a9793_1
    msys2-conda-epoch         20160418                      1
    multipledispatch          0.6.0                    py37_0
    navigator-updater         0.2.1                    py37_0
    nbconvert                 5.6.0                    py37_1
    nbformat                  4.4.0                    py37_0
    networkx                  2.3                        py_0
    nltk                      3.4.5                    py37_0
    nose                      1.3.7                    py37_2
    notebook                  6.0.1                    py37_0
    numba                     0.45.1           py37hf9181ef_0
    numexpr                   2.7.0            py37hdce8814_0
    numpy                     1.16.5           py37h19fb1c0_0
    numpy-base                1.16.5           py37hc3f5095_0
    numpydoc                  0.9.1                      py_0
    oauthlib                  3.1.0                    pypi_0    pypi
    olefile                   0.46                     py37_0
    openpyxl                  3.0.0                      py_0
    openssl                   1.1.1d               he774522_3
    opt_einsum                3.1.0                      py_0
    packaging                 19.2                       py_0
    pandas                    0.25.1                   pypi_0    pypi
    pandoc                    2.2.3.2                       0
    pandocfilters             1.4.2                    py37_1
    parso                     0.5.1                      py_0
    partd                     1.0.0                      py_0
    path.py                   12.0.1                     py_0
    pathlib2                  2.3.5                    py37_0
    patsy                     0.5.1                    py37_0
    pep8                      1.7.1                    py37_0
    pickleshare               0.7.5                    py37_0
    pillow                    6.2.0            py37hdc69c19_0
    pip                       20.0.2                   pypi_0    pypi
    pkginfo                   1.5.0.1                  py37_0
    pluggy                    0.13.0                   py37_0
    ply                       3.11                     py37_0
    powershell_shortcut       0.0.1                         2
    prometheus_client         0.7.1                      py_0
    promise                   2.3                      pypi_0    pypi
    prompt_toolkit            2.0.10                     py_0
    protobuf                  3.11.2                   pypi_0    pypi
    psutil                    5.6.3            py37he774522_0
    py                        1.8.0                    py37_0
    py-lief                   0.9.0            py37ha925a31_2
    pyasn1                    0.4.8                    pypi_0    pypi
    pyasn1-modules            0.2.8                    pypi_0    pypi
    pycodestyle               2.5.0                    py37_0
    pycosat                   0.6.3            py37hfa6e2cd_0
    pycparser                 2.19                     py37_0
    pycrypto                  2.6.1            py37hfa6e2cd_9
    pycurl                    7.43.0.3         py37h7a1dbc1_0
    pyflakes                  2.1.1                    py37_0
    pygments                  2.4.2                      py_0
    pygpu                     0.7.6            py37h452e1ab_0
    pylint                    2.4.2                    py37_0
    pyodbc                    4.0.27           py37ha925a31_0
    pyopenssl                 19.0.0                   py37_0
    pyparsing                 2.4.2                      py_0
    pyqt                      5.9.2            py37h6538335_2
    pyreadline                2.1                      py37_1
    pyrsistent                0.15.4           py37he774522_0
    pysocks                   1.7.1                    py37_0
    pytables                  3.5.2            py37h1da0976_1
    pytest                    5.2.1                    py37_0
    pytest-arraydiff          0.3              py37h39e3cac_0
    pytest-astropy            0.5.0                    py37_0
    pytest-doctestplus        0.4.0                      py_0
    pytest-openfiles          0.4.0                      py_0
    pytest-remotedata         0.3.2                    py37_0
    python                    3.7.4                h5263a28_0
    python-dateutil           2.8.0                    py37_0
    python-libarchive-c       2.8                     py37_13
    pytz                      2019.3                     py_0
    pywavelets                1.0.3            py37h8c2d366_1
    pywin32                   223              py37hfa6e2cd_1
    pywinpty                  0.5.5                 py37_1000
    pyyaml                    5.1.2            py37he774522_0
    pyzmq                     18.1.0           py37ha925a31_0
    qt                        5.9.7            vc14h73c81de_0
    qtawesome                 0.6.0                      py_0
    qtconsole                 4.5.5                      py_0
    qtpy                      1.9.0                      py_0
    requests                  2.22.0                   py37_0
    requests-oauthlib         1.3.0                    pypi_0    pypi
    rope                      0.14.0                     py_0
    rsa                       4.0                      pypi_0    pypi
    ruamel_yaml               0.15.46          py37hfa6e2cd_0
    scikit-image              0.15.0           py37ha925a31_0
    scikit-learn              0.21.3           py37h6288b17_0
    scipy                     1.4.1                    pypi_0    pypi
    seaborn                   0.9.0                    py37_0
    send2trash                1.5.0                    py37_0
    setuptools                41.4.0                   py37_0
    simplegeneric             0.8.1                    py37_2
    singledispatch            3.4.0.3                  py37_0
    sip                       4.19.8           py37h6538335_0
    six                       1.12.0                   py37_0
    sklearn                   0.0                      pypi_0    pypi
    snappy                    1.1.7                h777316e_3
    snowballstemmer           2.0.0                      py_0
    sortedcollections         1.1.2                    py37_0
    sortedcontainers          2.1.0                    py37_0
    soupsieve                 1.9.3                    py37_0
    sphinx                    2.2.0                      py_0
    sphinxcontrib             1.0                      py37_1
    sphinxcontrib-applehelp   1.0.1                      py_0
    sphinxcontrib-devhelp     1.0.1                      py_0
    sphinxcontrib-htmlhelp    1.0.2                      py_0
    sphinxcontrib-jsmath      1.0.1                      py_0
    sphinxcontrib-qthelp      1.0.2                      py_0
    sphinxcontrib-serializinghtml 1.1.3                      py_0
    sphinxcontrib-websupport  1.1.2                      py_0
    spyder                    3.3.6                    py37_0
    spyder-kernels            0.5.2                    py37_0
    sqlalchemy                1.3.9            py37he774522_0
    sqlite                    3.30.0               he774522_0
    statsmodels               0.10.1           py37h8c2d366_0
    sympy                     1.4                      py37_0
    tbb                       2019.4               h74a9793_0
    tblib                     1.4.0                      py_0
    tensorboard               2.1.0                    pypi_0    pypi
    tensorflow                2.1.0                    pypi_0    pypi
    tensorflow-base           2.0.0           mkl_py37hd1d5974_0
    tensorflow-datasets       2.0.0                    pypi_0    pypi
    tensorflow-estimator      2.1.0                    pypi_0    pypi
    tensorflow-metadata       0.21.1                   pypi_0    pypi
    termcolor                 1.1.0                    pypi_0    pypi
    terminado                 0.8.2                    py37_0
    testpath                  0.4.2                    py37_0
    theano                    1.0.4                    py37_0
    tk                        8.6.8                hfa6e2cd_0
    toolz                     0.10.0                     py_0
    tornado                   6.0.3            py37he774522_0
    tqdm                      4.36.1                     py_0
    traitlets                 4.3.3                    py37_0
    unicodecsv                0.14.1                   py37_0
    urllib3                   1.24.2                   py37_0
    vc                        14.1                 h0510ff6_4
    vs2015_runtime            14.16.27012          hf0eaf9b_0
    wcwidth                   0.1.7                    py37_0
    webencodings              0.5.1                    py37_1
    werkzeug                  0.16.0                     py_0
    wheel                     0.33.6                   py37_0
    widgetsnbextension        3.5.1                    py37_0
    win_inet_pton             1.1.0                    py37_0
    win_unicode_console       0.5                      py37_0
    wincertstore              0.2                      py37_0
    winpty                    0.4.3                         4
    wrapt                     1.11.2           py37he774522_0
    xlrd                      1.2.0                    py37_0
    xlsxwriter                1.2.1                      py_0
    xlwings                   0.15.10                  py37_0
    xlwt                      1.3.0                    py37_0
    xz                        5.2.4                h2fa13f4_4
    yaml                      0.1.7                hc54c509_2
    zeromq                    4.3.1                h33f27b4_3
    zict                      1.0.0                      py_0
    zipp                      0.6.0                      py_0
    zlib                      1.2.11               h62dcd97_3
    zstd                      1.3.7                h508b16e_0
    

    推荐答案

    有两种方法

    1.安装到虚拟环境中

    pip TensorFlow
    
    virtualenv --system-site-packages -p python3 ./venv
    

    那么你需要激活你的新环境

    then you need to activate your new environment

    pip install --upgrade pip
    
    pip list  # show packages installed within the virtual environment
    this command for quit 
    deactivate  # don't exit until you're done using TensorFlow
    we finish by installing tensor 
    
    pip install --upgrade tensorflow
    

    2.在您的系统中安装

    python3 --version
    pip3 --version
    virtualenv --version
    

    Ubuntu

    sudo apt update
    
    sudo apt install python3-dev python3-pip
    
    sudo pip3 install -U virtualenv  # system-wide install
    

    然后

    pip3 install --user --upgrade tensorflow  # install in $HOME
    

    这篇关于当 conda 尚不支持时,如何在 Windows 上安装最新的 Tensorflow(此处:2.2)?的文章就介绍到这了,希望我们推荐的答案对大家有所帮助,也希望大家多多支持跟版网!

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