About the Library

Intel DAAL outperforms other solutions for developers and data scientists. This benchmark compares performance of the XGBoost implementation in Intel DAAL to an XGBoost open source project. The y-axis shows a speedup factor of two to twelve times for four representative classification and regression test cases.

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Priority Support

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Specifications

Processors

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

Code

  • C++
  • Java*
  • Python*

Integrated Development Environments

  • Microsoft Visual Studio* (Windows)
  • Eclipse CDT (C/C++ Development Tooling)*

Operating Systems

  • Windows
  • Linux
  • macOS

Product and Performance Information

1

Intel's compilers may or may not optimize to the same degree for non-Intel microprocessors for optimizations that are not unique to Intel microprocessors. These optimizations include SSE2, SSE3, and SSSE3 instruction sets and other optimizations. Intel does not guarantee the availability, functionality, or effectiveness of any optimization on microprocessors not manufactured by Intel. Microprocessor-dependent optimizations in this product are intended for use with Intel microprocessors. Certain optimizations not specific to Intel microarchitecture are reserved for Intel microprocessors. Please refer to the applicable product User and Reference Guides for more information regarding the specific instruction sets covered by this notice.

Notice revision #20110804