Develop fast neural networks on Intel® CPUs and GPUs with performance-optimized building blocks. This component is part of the Intel® oneAPI Base Toolkit.

For the most current functional and security features, update to the latest version as it becomes available.

Set Up Your Environment

1. Install Miniforge.
2. Create and activate a new conda environment, replacing <your-env-name> with your preferred name for the environment:

   conda create -n <your-env-name>
   conda activate <your-env-name>
   

Install with conda

conda install -c https://software.repos.intel.com/python/conda/ -c conda-forge <package-name>

The following packages are available for installation:

• For running applications that require oneDNN:
  • onednn includes runtime only
• For developing or compiling applications:
  • onednn-devel includes libraries, headers, and tools for dynamic linking

For the next steps, see the Get Started Guide.

Prerequisites for First-Time Users

1. To add APT repository access, install the prerequisites:

   sudo apt install -y gpg-agent wget
   

2. Set up the repository. To do this, download the key to the system keyring:

   wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | sudo tee /usr/share/keyrings/oneapi-archive-keyring.gpg > /dev/null
   

3. Add the signed entry to APT sources and configure the APT client to use the Intel repository:

   echo "deb [signed-by=/usr/share/keyrings/oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main" | sudo tee /etc/apt/sources.list.d/oneAPI.list
   

4. Update the packages list and repository index.

   sudo apt update
   

Install with APT

sudo apt install intel-oneapi-dnnl-devel

For the next steps, see the Get Started Guide.

Prerequisites for First-Time Users

1. Create the DNF repository file in the /temp directory as a normal user.

   tee > /tmp/oneAPI.repo << EOF
   [oneAPI]
   name=Intel® oneAPI repository
   baseurl=https://yum.repos.intel.com/oneapi
   enabled=1
   gpgcheck=1
   repo_gpgcheck=1
   gpgkey=https://yum.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
   EOF
   

2. Move the newly created oneAPI.repo file to the YUM configuration directory.

   ```
   sudo mv /tmp/oneAPI.repo /etc/yum.repos.d
   ```
   

    

Install with DNF

dnf install intel-oneapi-dnnl-devel

For the next steps, see the Get Started Guide.

Set Up Your Environment

Create and activate a new conda environment, replacing <your-env-name> with your preferred name for the environment:

conda create -n <your-env-name>
conda activate <your-env-name>

Install with conda

conda install -c https://software.repos.intel.com/python/conda/ -c conda-forge <package-name>

The following packages are available for installation:

• For running applications that require oneDNN:
  • onednn includes runtime only
• For developing or compiling applications:
  • onednn-devel includes libraries, headers, and tools for dynamic linking

For the next steps, see the Get Started Guide.

Set Up Your Environment

Create and activate a virtual environment, replacing with your preferred name for the environment:

python3.10 -m venv <your-env-name>
source <your-env-name>/bin/activate

Install with pip

pip install <package-name>

The following packages are available for installation:

• For running applications that require oneDNN:
  • onednn includes runtime only
• For developing or compiling applications:
  • onednn-devel includes libraries, headers, and tools for dynamic linking

For the next steps, see the Get Started Guide.

Set Up Your Environment

Create and activate a virtual environment, replacing with your preferred name for the environment:

python3.10 -m venv <your-env-name>
source <your-env-name>/bin/activate

Install with pip

pip install <package-name>

The following packages are available for installation:

• For running applications that require oneDNN:
  • onednn includes runtime only
• For developing or compiling applications:
  • onednn-devel includes libraries, headers, and tools for dynamic linking

For the next steps, see the Get Started Guide.

Install with Spack

spack install intel-oneapi-dnn

For more information, refer to Spack documentation.

For the next steps, see the Get Started Guide.

Prerequisites for First-Time Users

1. Create the YUM repository file in the /temp directory as a normal user.

tee > /tmp/oneAPI.repo << EOF
[oneAPI]
name=Intel® oneAPI repository
baseurl=https://yum.repos.intel.com/oneapi
enabled=1
gpgcheck=1
repo_gpgcheck=1
gpgkey=https://yum.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
EOF

2. Move the newly created oneAPI.repo file to the YUM configuration directory /etc/yum.repos.d:

sudo mv /tmp/oneAPI.repo /etc/yum.repos.d

Install with YUM

yum install intel-oneapi-dnnl-devel

For the next steps, see the Get Started Guide.

Prerequisites for First-Time Users

Add the Intel oneAPI repository public key using the following command:

sudo zypper addrepo https://yum.repos.intel.com/oneapi oneAPI

Install with Zypper

zypper install intel-oneapi-dnnl-devel

For the next steps, see the Get Started Guide.

Linux* Installation Instructions

For more information, see the Get Started Guide.

Windows* Installation Instructions

For more information, see the Get Started Guide.

Additional Resources

System Requirements

Complete Installation Guide

Release Notes