[英]Unsatisfiable error while installing tensorflow-gpu in Anaconda
I have installed Anaconda Python 3.7 in Ubuntu 18.04 and then executed the commands:我已经在 Ubuntu 18.04 中安装了 Anaconda Python 3.7,然后执行了以下命令:
conda update --all
conda install cudnn
Now when I try to install tensorflow-gpu using the command conda install tensorflow-gpu
, I get Unsatisfiable error like this:现在,当我尝试使用命令
conda install tensorflow-gpu
,出现如下 Unsatisfiable 错误:
UnsatisfiableError: The following specifications were found to be incompatible with each other:
UnsatisfiableError:发现以下规范彼此不兼容:
- pkgs/main/linux-64::_ipyw_jlab_nb_ext_conf==0.1.0=py37_0 -> ipywidgets -> widgetsnbextension[version='>=3.4.0,<3.5.0'] -> notebook[version='>=4.4.1'] -> nbconvert -> bleach
pkgs/main/linux-64::_ipyw_jlab_nb_ext_conf==0.1.0=py37_0 -> ipywidgets -> widgetsnbextension[version='>=3.4.0,<3.5.0'] -> notebook[version='>=4.4。 1'] -> nbconvert -> 漂白
- pkgs/main/linux-64::bleach==3.1.0=py37_0
pkgs/main/linux-64::bleach==3.1.0=py37_0
- pkgs/main/linux-64::ipywidgets==7.4.2=py37_0 -> widgetsnbextension[version='>=3.4.0,<3.5.0'] -> notebook[version='>=4.4.1'] -> nbconvert -> bleach
pkgs/main/linux-64::ipywidgets==7.4.2=py37_0 -> widgetsnbextension[version='>=3.4.0,<3.5.0'] -> notebook[version='>=4.4.1'] -> nbconvert -> 漂白
- pkgs/main/linux-64::jupyterlab==0.35.5=py37hf63ae98_0 -> jupyterlab_server[version='>=0.2.0,<0.3.0'] -> notebook -> nbconvert -> bleach
pkgs/main/linux-64::jupyterlab==0.35.5=py37hf63ae98_0 -> jupyterlab_server[version='>=0.2.0,<0.3.0'] -> notebook -> nbconvert -> 漂白
- pkgs/main/linux-64::jupyterlab_server==0.2.0=py37_0 -> notebook -> nbconvert -> bleach
pkgs/main/linux-64::jupyterlab_server==0.2.0=py37_0 -> notebook -> nbconvert -> 漂白
- pkgs/main/linux-64::notebook==5.7.8=py37_0 -> nbconvert -> bleach
pkgs/main/linux-64::notebook==5.7.8=py37_0 -> nbconvert -> 漂白
- pkgs/main/linux-64::widgetsnbextension==3.4.2=py37_0 -> notebook[version='>=4.4.1'] -> nbconvert -> bleach
pkgs/main/linux-64::widgetsnbextension==3.4.2=py37_0 -> notebook[version='>=4.4.1'] -> nbconvert -> 漂白
- pkgs/main/noarch::nbconvert==5.5.0=py_0 -> bleach
pkgs/main/noarch::nbconvert==5.5.0=py_0 -> 漂白
As multiple important packages are concerned here, I am getting confused what to do.由于这里涉及多个重要的包,我很困惑该怎么做。 I have NVIDIA GTX 1070 Max-Q in my PC, so tensorflow-gpu should work perfectly.
我的 PC 中装有 NVIDIA GTX 1070 Max-Q,因此 tensorflow-gpu 应该可以完美运行。
You can install Tensorflow GPU using the below code:您可以使用以下代码安装 Tensorflow GPU:
Create a New Virtual Environment创建新的虚拟环境
conda create -n tensorflow_gpu pip python=3.6
Activate the Virtual Environment激活虚拟环境
activate tensorflow_gpu
Install CUDA Toolkit using安装 CUDA Toolkit 使用
conda install -c anaconda cudatoolkit
Install Tensorflow GPU安装 Tensorflow GPU
pip install --ignore-installed --upgrade tensorflow-gpu==1.15
For more information, please refer this Tensorflow Blog .有关更多信息,请参阅此Tensorflow 博客。
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