Create an Intel AI Kit Environment

The Intel OneAPI and AI Analytics Toolkit (AI Kit) provides familiar Python tools and frameworks to accelerate end-to-end data science and analytics pipelines on Intel® architecture. The components are built using oneAPI libraries for low-level compute optimizations. This toolkit maximizes performance from preprocessing through machine learning and provides interoperability for efficient model development.

Run AI Kit in Domino

Many pre-built AI Kit Docker images run natively in Domino. See https://hub.docker.com/r/intel/oneapi-aikit for a list of available images on Dockerhub.

Create a new Environment from a custom image.

Paste or type the Docker registry path of the image that you want to use in the FROM field. For example, intel/oneapi-aikit:latest. The Environment includes the following packages:

intel-aikit-getting-started
intel-basekit-getting-started
intel-level-zero-gpu
intel-oneapi-advisor
intel-oneapi-ccl-devel
intel-oneapi-common-licensing
intel-oneapi-common-vars
intel-oneapi-compiler-dpcpp-cpp
intel-oneapi-dal-devel
intel-oneapi-dev-utilities
intel-oneapi-dnnl-devel
intel-oneapi-dpcpp-debugger
intel-oneapi-ippcp-devel
intel-oneapi-ipp-devel
intel-oneapi-libdpstd-devel
intel-oneapi-mkl-devel
intel-oneapi-model-zoo
intel-oneapi-onevpl-devel
intel-oneapi-python
intel-oneapi-pytorch
intel-oneapi-tbb-devel
intel-oneapi-tensorflow
intel-oneapi-vtune
intel-opencl-icd
level-zero
level-zero-dev

After the environment is built, create a new Workspace.

See the following for more information:

​Run AI Kit in Domino

Run AI Kit in Domino