Intel® oneAPI DL Framework Developer Toolkit

Design and Train Deep Neural Networks Quickly

  

Develop New or Customize Existing Frameworks Using Common APIs

Deep learning frameworks offer optimized building blocks to streamline designing, training, and validating deep neural networks through a high-level programming interface.

  • Build or customize deep learning frameworks using optimized deep learning libraries
  • Optimized for high performance on Intel® CPUs and GPUs
  • Target single-node or multi-node distributed processing with common APIs that allow scaling across nodes

See All Toolkits

Deprecated Toolkit

The Intel® oneAPI DL Framework Developer Toolkit is now deprecated and will no longer be available effective with the 2023.2 release. 

 

Both Intel® oneAPI Deep Neural Network Library and Intel® oneAPI Collective Communications Library are and will continue to be available as part of the Intel® oneAPI Base Toolkit (Base Kit) and as stand-alone versions.

Specifications

Processors:

  • Intel® Atom® processors
  • Intel® Core™ processors
  • Intel® Xeon® processors
  • Intel® Xeon® Scalable processors 


GPUs:

  • Intel® Processor Graphics Gen9 and above
  • Xe architecture

Languages:

  • Data Parallel C++ (DPC++)
  • Note Must have the Base Kit installed.
  • C and C++


Host operating systems:

  • Linux


Target operating systems:

  • Linux

Compilers:

  • Compilers from Intel
  • GNU Compiler Collection (GCC)*
  • Other compilers that follow the same standards

For more information, see the system requirements.

Get Help

Your success is our success. Access these forum and GitHub* resources when you need assistance.

For additional help, see our general oneAPI Support.

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