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-2021.3.X supports scikit-learn 0.22.X, 0.23.X, 0.24.X and 1.0.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 3.6 |
Python 3.7 |
Python 3.8 |
Python 3.9 |
|---|---|---|---|---|
Linux |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
Windows |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
macOS |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Anaconda Cloud: Conda-Forge channel¶
OS / Python version |
Python 3.6 |
Python 3.7 |
Python 3.8 |
Python 3.9 |
|---|---|---|---|---|
Linux |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Windows |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
macOS |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Anaconda Cloud: Intel channel¶
OS / Python version |
Python 3.6 |
Python 3.7 |
Python 3.8 |
Python 3.9 |
|---|---|---|---|---|
Linux |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
Windows |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
macOS |
[CPU] |
[CPU] |
[CPU] |
[CPU] |
Anaconda Cloud: Main channel¶
OS / Python version |
Python 3.6 |
Python 3.7 |
Python 3.8 |
Python 3.9 |
|---|---|---|---|---|
Linux |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
Windows |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
[CPU, GPU] |
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, AVX, 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.