System requirements and supported configurations
This page provides details about hardware, operating system, and software prerequisites for Intel® Extension for Scikit-learn*.
Supported configurations
Intel® Extension for Scikit-learn* supports optimizations for the last four versions of scikit-learn. The latest release of scikit-learn-intelex-2023.1.X supports scikit-learn 0.24.X, 1.0.X, 1.1.X and 1.2.X.
Intel® Extension for Scikit-learn* is available for installation from different channels. There is a difference in supported configurations for each distribution channel.
PyPI channel
OS / Python version |
Python 3.7 |
Python 3.8 |
Python 3.9 |
Python 3.10 |
Python 3.11 |
|---|---|---|---|---|---|
Linux |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
Windows |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
macOS |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Anaconda Cloud: Conda-Forge channel
OS / Python version |
Python 3.8 |
Python 3.9 |
Python 3.10 |
Python 3.11 |
|---|---|---|---|---|
Linux |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Windows |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
macOS |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Anaconda Cloud: Intel channel
OS / Python version |
Python 3.7 |
Python 3.8 |
Python 3.9 |
Python 3.10 |
Python 3.11 |
|---|---|---|---|---|---|
Linux |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
Windows |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
macOS |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Anaconda Cloud: Main channel
OS / Python version |
Python 3.8 |
Python 3.9 |
Python 3.10 |
Python 3.11 |
|---|---|---|---|---|
Linux |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Windows |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
macOS |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
System Requirements
For CPU
Operating systems
The last two versions of the following operating systems:
Linux*
Windows* and Windows* Server
macOS*
Hardware platforms
All processors with x86 architecture
Note
Your processor must support at least one of SSE2, SSE4.2, AVX2, AVX512 instruction sets.
Note
ARM* architecture is not supported.
Note
Intel® processors provide better performance then other CPUs. Read more about hardware comparison in our blogs.
For GPU
Important
If you are using accelerators, please refer to the DPC++ compiler system requirements here
Operating systems
The last two versions of the following operating systems:
Linux*
Windows* and Windows* Server
Hardware platforms
All Intel® integrated and discrete GPUs