Installation Guide

Snap ML can be installed using pip.

pip install snapml

• Your pip version should be at least 19.3.

• We currently support Python 3.7, 3.8 and 3.9.

• The OpenMP runtime must also be installed on your system.

Complete instructions for all supported platforms are provided below.

Ubuntu

On Ubuntu we support Intel (x86_64), IBM Power (ppc64le) and IBM Z (s390x) architectures.

To install Snap ML:

apt-get install -y libgomp1
pip install snapml

In order to use GPU acceleration one should have CUDA 10.2 (or higher) installed.

RHEL/CentOS

On RHEL/CentOS we support Intel (x86_64), IBM Power (ppc64le) and IBM Z (s390x) architectures.

To install Snap ML:

yum install -y libgomp
pip install snapml

In order to use GPU acceleration one should have CUDA 10.2 (or higher) installed.

MacOS

On MacOS we support the Intel (x86_64) architecture.

To install Snap ML:

brew install libomp
pip install snapml

GPU acceleration is not currently supported on MacOS.

Windows

On Windows we support the Intel (amd64) architecture.

To install Snap ML, one should firstly download and install the Microsoft Visual C++ Redistributable for Visual Studio 2019. Next, install the Snap ML package via pip:

pip install snapml

GPU acceleration is not currently supported on Windows.