System Stacks for Linux* OS Logo
  • Stacks containers have been deprecated and please switch to oneapi based containers, you can find oneapi containers at this link : https://hub.docker.com/u/intel
    • System Stacks for Linux* OS
      • Contributing
      • Security Issues
      • Mailing List
  • Deep Learning Reference Stack
    • DLRS Release Announcement and Performance Reports
    • DLRS Guides
      • Deep Learning Reference Stack Guide
        • Overview
        • Releases
        • TensorFlow single and multi-node benchmarks
        • PyTorch single and multi-node benchmarks
        • TensorFlow Training (TFJob) with Kubeflow and DLRS
        • PyTorch Training (PyTorch Job) with Kubeflow and DLRS
        • Working with Horovod* and OpenMPI*
        • Using Transformers* for Natural Language Processing
        • Using the OpenVINO™ Model Optimizer
        • Using the OpenVINO™ toolkit Inference Engine
        • Using Seldon and OpenVINO™ model server with the Deep Learning Reference Stack
        • Use Jupyter Notebook
        • Uninstallation
        • Compiling AIXPRT with OpenMP on DLRS
        • Using the Intel® VTune™ Profiler with DLRS Containers
        • Related Resources
      • State-of-the-art BERT Fine-tune training and Inference
        • Overview
        • Recommended Hardware
        • Required Software
        • Steps
        • Run BERT Fine-tune training with the Squad 1.1 data set
        • NOTICES AND DISCLAIMERS
    • DLRS Releases
      • DLRS with TensorFlow*
        • Deep Learning Reference Stack with Tensorflow and Intel® oneAPI Deep Neural Network Library (oneDNN)
      • DLRS with TensorFlow Serving*
        • Build instructions
      • DLRS with PyTorch*
        • Deep Learning Reference Stack with Pytorch and Intel® oneAPI Deep Neural Network Library (oneDNN)
      • DLRS ML Compiler
        • Stacks Deep Learning Compiler
  • Data Services Reference Stack
    • Overview
      • Data Services Reference Stack (DSRS) Overview
      • Data Services Reference Stack Terms of Use
      • memcached* versions
        • Data Services Reference Stack(DSRS) - Memcached*
      • Redis* versions
        • Data Services Reference Stack(DSRS) - Redis*
  • Media Reference Stack
    • Overview
      • Media Reference Stack
        • MeRS on Intel® oneContainer Portal
        • Source Code
        • Reporting Security Issues
        • Supported Platforms and Media Codecs
      • Media Reference Stack Release Notes
        • The Media Reference Stack
        • Licensing
        • The Media Reference Stack licenses
        • Disclaimer
        • Source code
        • Contributing to the Media Reference Stack
        • Reporting Security Issues
      • Media Reference Stack Terms of Use
      • Contributing
        • Pull Request Process
        • Code of Conduct
      • Media Reference Stack Authors
      • Licenses
        • MeRS licenses
        • Disclaimer
    • Guide
      • Media Reference Stack Guide
        • Overview
        • Releases
        • Get the pre-built MeRS container image
        • Build the MeRS container image from source
        • Use the MeRS container image
        • Add AOM support
    • Ubuntu* Releases
      • Media Reference Stack - Ubuntu*
        • Building container image
        • Getting MeRS pre-built image
        • Running the Media Container
        • Run examples
        • Reporting Security Issues
        • LEGAL NOTICE
      • Changes for v0.4.0 :
      • Changes for v0.3.0 :
      • Changes for v0.2.0 :
      • Changes for v0.1.0 :
      • Known Issues
        • MeRS v0.4.0
        • MeRS v0.3.0
        • MeRS v0.2.0
        • MeRS v0.1.0
      • 0.4.0 (2021-04-19)
        • Functionality Changes
        • Deprecated Features
        • New Features
        • Refactors
      • Changelog v0.3.0 (2020-11-18)
        • Functionality Changes
        • Chores
        • Documentation Changes
        • New Features
        • Bug Fixes
        • Refactors
        • Removed Features
        • Security
        • 0.2.0 (2020-04-14)
        • 0.1.0 (2019-10-31)
    • Deprecated Releases
      • Media Reference Stack - Clear Linux* OS
        • Building Locally
        • Pulling from Docker Hub
        • Running the Media Container
        • Run examples
  • High Performance Computing Reference Stack
    • Overview
      • High Performance Compute Reference Stack
        • Overview
        • Releases
        • Stack features
        • Get the pre-built HPCRS container image
        • Build the HPCRS container image from source
        • Use the HPCRS container image
        • Convert the HPCRS image to a Singularity image
        • Reporting Security Issues
        • LEGAL NOTICE
      • Release notes for HPCRS
        • Release v0.3.0 :
      • High Performance Computing Reference Stack Terms of Use
    • Guides
      • Overview
        • Version compatibility verified
        • Singularity
        • Charliecloud
      • d2s - A tool to convert Docker images to Singularity images or Charliecloud directories
        • Getting d2s
        • Converting to a Singularity Image
        • Converting to a Charliecloud directory
      • HPCRS Frequently Asked Questions (FAQ)
      • HPCRS Tutorial – Creating an Environment for Running Workloads
        • Hardware Configuration
        • Software Prerequisites
        • Software Configuration
        • Configuring the Kubernetes master
        • Add and Build QE
        • Run QE on the HPCRS image
        • PyTorch benchmarks
        • Using DCP++
        • Using Spack* to list available recipes
        • HPCRS and the Intel® VTune™ Profiler
  • oneContainer Resources
    • oneContainer API
    • oneContainer Templates
    • oneContainer Cloud Tool
  • System Stacks Whitepapers
    • Identify Galaxies Using the Deep Learning Reference Stack
    • GitHub* Issue Classification Utilizing the End-to-End System Stacks
    • Using AI to Help Save Lives
    • State-of-the-art BERT Fine-tune Training and Inference on 3rd Gen Intel® Xeon® Scalable processors with the Intel Deep Learning Reference Stack
    • Pix2Pix: Utilizing the Deep Learning Reference Stack
    • Next-Generation Hybrid Cloud Data Analytics Solution
    • Deploying Machine Learning Models with DLRS and TensorFlow* Serving
    • Performance Models in Runway ML with the Deep Learning Reference Stack
    • Deep Learning Functions as a Service
  • Performance and Benchmarks
    • Deep Learning Reference Stack
    • High Performance Computing Reference Stack
    • Data Services Reference Stack
    • Media Reference Stack
  • Real World Use Cases
  • Project GitHub repository
System Stacks for Linux* OS
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