System Stacks for Linux* OS
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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Deep Learning Reference Stack
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Build instructions
Build instructions
make all