Develop fast neural networks on Intel® CPUs and GPUs with performance-optimized building blocks.
For the most current functional and security features, update to the latest version as it becomes available.
Get Intel® oneAPI Deep Neural Network Library
This site is protected by reCAPTCHA.
Set Up Your Environment
- Install Miniforge.
- 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 conda-forge <package-name>
The following packages are available for installation:
- For running applications that require oneDNN:
onednnincludes runtime only
- For developing or compiling applications:
onednn-develincludes libraries, headers, and tools for dynamic linking
For the next steps, see the Get Started Guide.
- To add APT repository access, install the prerequisites:
sudo apt update sudo apt install -y gpg-agent wget -
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 - 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 - Update the packages list and repository index.
sudo apt update
sudo apt install intel-oneapi-dnnl-devel
For the next steps, see the Get Started Guide.
Prerequisites for First-Time Users
-
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
- Move the newly created oneAPI.repo file to the YUM configuration directory.
sudo mv /tmp/oneAPI.repo /etc/yum.repos.d
Install with DNF
sudo 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 conda-forge <package-name>
The following packages are available for installation:
- For running applications that require oneDNN:
onednnincludes runtime only
- For developing or compiling applications:
onednn-develincludes 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 <your-env-name> with your preferred name for the environment:
1.
python -m venv <your-env-name>
2.
CMD:
.\<your-env-name>\Scripts\activate
PowerShell:
.\<your-env-name>\Scripts\Activate.ps1
Install with pip
pip install <package-name>
The following packages are available for installation:
- For running applications that require oneDNN:
onednnincludes runtime only
- For developing or compiling applications:
onednn-develincludes 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 <your-env-name> with your preferred name for the environment:
python3 -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:
onednnincludes runtime only
- For developing or compiling applications:
onednn-develincludes 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
- 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
- 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
sudo 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
sudo zypper install intel-oneapi-dnnl-devel
For the next steps, see the Get Started Guide.
By downloading, you agree to our
Privacy
and
Terms of use
Thank You
Your Download should start immediately.
Failed to submit your form.
Due to a technical difficulty, we were unable to submit the form. Please try again after a few minutes. We apologize for the inconvenience.
Linux* Installation Instructions
Step 1: From the console, locate the downloaded install file.
Step 2: Use $ sudo sh ./<installer>.sh to launch the GUI Installer as the root.
Optionally, use $ sh ./<installer>.sh to launch the GUI Installer as the current user.
Step 3: Follow the instructions in the installer.
Step 4: Explore the Get Started Guide.