Supported Environments¶
The following tables list the environments that support Driverless AI.
Linux¶
| Package Type | OS | GPU | CPU | 
|---|---|---|---|
| RPM | RHEL 7 & 8/CentOS 7 & 8 | CUDA 11.2 and above/CPU only | x86_64 | 
| DEB | Ubuntu 16.04/Ubuntu 18.04/Ubuntu 20.04/Ubuntu 22.04 | CUDA 11.2 and above/CPU only | x86_64 | 
| TAR SH | Most Linux | CUDA 11.2 and above/CPU only | x86_64 | 
| Docker | Docker CE | CUDA 11.2 and above/CPU only | x86_64 | 
참고
Using TensorFlow requires your CPUs to support Advanced Vector Extensions (AVX). If your CPUs do not support AVX, then TensorFlow can be turned off by setting the following configuration option: enable_tensorflow_import=false.
For install instructions, refer to Linux x86_64 Installs.
Windows 10 Pro, Enterprise, or Education¶
Caution: Windows computers (laptops in particular) should only be used with small datasets for the purpose of exploring the software. For serious use, server hardware is required. Consider spinning up a more powerful instance in the cloud instead of using a laptop. Avoid laptops with less than 16 GB of RAM. GPUs are not supported on Windows.
| Package Type | OS | GPU Support? | CPU | Min Memory | 
|---|---|---|---|---|
| DEB | Ubuntu 18.04 for WSL (not fully tested) | No | x86_64 | 16 GB | 
| Docker | Docker Desktop for Win 2.2.0.3 (42716) | No | x86_64 | 16 GB | 
For install instructions, refer to Windows 10.
Mac OS X¶
Caution: Mac OS computers (laptops in particular) should only be used with small datasets for the purpose of exploring the software. For serious use, server hardware is required. Consider spinning up a more powerful instance in the cloud instead of using a laptop. Avoid laptops with less than 16 GB of RAM. GPUs and MOJOs are not supported on Mac OS.
| Package Type | OS | GPU Support? | CPU | Min Memory | 
|---|---|---|---|---|
| Docker | Mac OS X | No | x86_64 | 16 GB | 
For install instructions, refer to Mac OS X.
Cloud Platforms¶
Driverless AI provides AMI for the following cloud platforms:
| Cloud Platforms | 
|---|
| H2O AI Cloud | 
| AWS | 
| Azure | 
| Google Cloud |