Pytorch Install Using Conda With Code Examples

Good day, folks. In this post, we’ll examine how to find a solution to the programming challenge titled Pytorch Install Using Conda.

# CUDA 11.6
conda install pytorch torchvision torchaudio cudatoolkit=11.6 -c pytorch -c conda-forge
# CUDA 11.3
conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
# CUDA 10.2
conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch
# CPU
conda install pytorch torchvision torchaudio cpuonly -c pytorch

Below, you’ll find some examples of different ways to solve the Pytorch Install Using Conda problem.

conda install pytorch torchvision cudatoolkit=10.1 -c pytorch

conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch

(pytorch)$ conda install -y pytorch torchvision -c pytorch

(pytorch)$ python -m ipykernel install --user --name pytorch --display-name "PyTorch"

By examining various real-world cases, we’ve shown how to fix the Pytorch Install Using Conda bug.

Table of Contents

How do you install PyTorch in a conda environment?

Manual installation of PyTorch in a conda environment

Create a conda environment with conda create -n my-torch python=3.7 -y.
Activate the new environment with conda activate my-torch.
Inside the new environment, install PyTorch and related packages with:

How do I install PyTorch from terminal?

To install PyTorch, you have to run the installation command of PyTorch on your command prompt. This command is available on pytorch.org/. Select language and cuda version as per your requirement. Now, run python -version, and Conda -version command to check Conda and python packages are installed or not.

Can I install PyTorch using pip?

To install PyTorch via pip, and do have a CUDA-capable system, in the above selector, choose OS: Linux, Package: Pip, Language: Python and the CUDA version suited to your machine. Often, the latest CUDA version is better. Then, run the command that is presented to you.

Does PyTorch need Anaconda?

To install the PyTorch binaries, you will need to use one of two supported package managers: Anaconda or pip. Anaconda is the recommended package manager as it will provide you all of the PyTorch dependencies in one, sandboxed install, including Python.

How do I know if PyTorch is installed on Anaconda?

If you used Anaconda or Miniconda to install PyTorch, you can use conda list -f pytorch to check PyTorch package’s information, which also includes its version. If you want to check PyTorch version for a specific environment such as pytorch14 , use conda list -n pytorch14 -f pytorch .10-Oct-2020

Should I install PyTorch in virtual environment?

To ensure that the installation of PyTorch and it’s dependencies has no adverse effect on your system’s Python installation, it’s advisable to install it in a virtual Python environment.29-Oct-2019

How do I open PyTorch in terminal?

Let’s go over the steps:

Download and install Anaconda (choose the latest Python version).
Go to PyTorch’s site and find the get started locally section.
Specify the appropriate configuration options for your particular environment.
Run the presented command in the terminal to install PyTorch.

What is Conda used for?

Conda is an open source package management system and environment management system that runs on Windows, macOS, Linux and z/OS. Conda quickly installs, runs and updates packages and their dependencies. Conda easily creates, saves, loads and switches between environments on your local computer.

Do I need to install pip?

PIP for Python is a utility to manage PyPI package installations from the command line. If you are using an older version of Python on Windows, you may need to install PIP.19-Feb-2019

How do I install PyTorch on my computer?

Method 1: Using pip

Compute Platform: CUDA 10.2, Nvidia Driver version should be >= 441.22. pip3 install torch==1.8.1+cu102 torchvision==0.9.1+cu102 torchaudio===0.8.1 -f download.pytorch.org/whl/torch_stable.html.
Compute Platform: CUDA 11.1, Nvidia Driver version should be >= 456.38.
Compute Platform: CPU.