python-tensorflowHow do I install Tensorflow on Ubuntu using Python?
Installing Tensorflow on Ubuntu with Python is relatively straightforward.
- First, you will need to install the Python package manager,
pip
. You can do this by running the following command in your terminal:
sudo apt-get install python-pip
- Next, you will need to install the
virtualenv
package, which will allow you to create a virtual environment in which you can install Tensorflow. To do this, you will need to run the following command:
pip install virtualenv
- Once the
virtualenv
package is installed, you can create a virtual environment by running the following command:
virtualenv --system-site-packages -p python3 ~/venv_tf
- Now that the virtual environment has been created, you can activate it by running the following command:
source ~/venv_tf/bin/activate
- You can now install Tensorflow into the virtual environment by running the following command:
pip install --upgrade tensorflow
- Finally, you can verify that Tensorflow has been installed correctly by running the following command:
python -c "import tensorflow as tf; print(tf.reduce_sum(tf.random.normal([1000, 1000])))"
The output of this command should be a random number.
Helpful links
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