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
Develop in the Cloud
Get what you need to build, test, and optimize your oneAPI projects for free. With an Intel® DevCloud account, you get 120 days of access to the latest Intel® hardware—CPUs, GPUs, FPGAs—and Intel oneAPI tools and frameworks. No software downloads. No configuration steps. No installations.
What’s Included
Intel® oneAPI Collective Communications Library
Implement optimized communication patterns to distribute deep learning model training across multiple nodes.
Intel® oneAPI Deep Neural Network Library
Develop fast neural networks on Intel® CPUs and GPUs with performance-optimized building blocks.
Specifications
Processors:
- Intel® and compatible processors
GPUs:
- Intel® Processor Graphics Gen9 and above
- Xe Architecture
FPGAs:
- Intel® Arria® 10 FPGAs
- Intel® Stratix® 10 FPGAs
Operating systems:
- Linux
- Windows
- macOS (limited support)
Languages:
- DPC++ and SYCL
- C++
- Python
Development environments:
- Windows: Microsoft Visual Studio*
- Linux: Eclipse*
For more information, see the system requirements.
Documentation & Code Samples
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 Intel® oneAPI Base Toolkit 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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Product and Performance Information
Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.