Step by Step Guide on How to Install Pytorch on Windows 11 | Ai Hipe

PyTorch is an open-source deep learning platform that offers easy-to-use APIs and utilities for building and deploying deep learning models. In this tutorial, we will walk you through the steps to install PyTorch on Windows 11.

Step 1: Check your system requirements
Before installing PyTorch on Windows 11, you need to make sure your system meets the following requirements:

1. Windows 11 operating system
2. Python 3.6 or higher version installed on your system
3. CUDA Toolkit (optional for GPU support)
4. cuDNN (optional for GPU support)

Step 2: Install Python
If you don’t have Python installed on your system, you can download the latest version from the official Python website and follow the installation instructions. Make sure to check the "Add Python to PATH" option during installation.

Step 3: Install PyTorch using pip
Once Python is installed, open a command prompt and run the following command to install PyTorch using pip:

pip install torch torchvision torchaudio

This command will install the latest stable version of PyTorch along with torchvision and torchaudio packages.

Step 4: Verify the installation
To verify if PyTorch has been installed successfully, open a Python command prompt and run the following commands:

import torch
print(torch.__version__)

If you see the PyTorch version printed on the console without any errors, it means the installation was successful.

Step 5: Optional: Install CUDA Toolkit and cuDNN
If you have an NVIDIA GPU and want to enable GPU support in PyTorch, you can install the CUDA Toolkit and cuDNN. You can download the latest versions of these tools from the official NVIDIA website and follow the installation instructions.

Step 6: Test GPU support in PyTorch
To test if GPU support is working in PyTorch, run the following commands in a Python command prompt:

import torch
print(torch.cuda.is_available())

If the output is True, it means PyTorch is using the GPU for computation.

Congratulations! You have successfully installed PyTorch on Windows 11. You can now start building and deploying deep learning models using PyTorch. If you encounter any issues during the installation process, refer to the official PyTorch documentation or seek help from the PyTorch community.