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Parallel Programming
May 2022
When performing the MAXLOC operation, should you use SYCL* reduction or oneDPL? This article answers that valid programming question.
May 2022
Using the standards-based oneDPL significantly reduces heterogeneous programming efforts and improves performance.
May 2022
Learn two approaches for migrating a linear algebra Jacobi iterative method written in CUDA* to the SYCL heterogeneous programming language.
May 2022
Get a hands-on look at using the this component to compile SYCL code built for cross-architecture deployment.
Analyzing, Tuning & Debugging
May 2022
An Intel solution won the NeurIPS Billion-Scale Approximate Nearest Neighbor Search Challenge, improving total cost of ownership by up to 19.7x over the solution from NVIDIA*.
May 2022
Transform cross-platform debugging challenges into streamlined efficiency and effectiveness with the Intel® Distribution for GDB*.
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[Tutorial] Debug with Intel® Distribution for GDB*
April 2022
Get the steps to debug your SYCL and OpenCL™ applications across CPUs, GPUs, and FPGAs.
March 2022
Get a better workflow for performance profiling or accessing performance data for scheduled jobs in computing clusters.
Popular Forums
Intel® oneAPI Base Toolkit
Support for core tools and libraries to build and deploy high-performance data-centric applications.
Intel® oneAPI Data Parallel C++
Support for Intel® oneAPI DPC++ Compiler, oneDPL, Intel® DPC++ Compatibility Tool, and GDB*.
Analyzers
Support for Intel® VTune™ Profiler, Intel® Advisor, Intel® Inspector.
Intel® Fortran Compiler
Build applications that can scale for the future with optimized code designed for Intel® Xeon® and compatible processors.
Training & Inference
April 2022
Gradient boosting is a powerful technique for building predictive models, but it has challenges. XGBoost, optimized by Intel, removes them.
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April 2022
The CTO of Ponder*—the company behind Modin*—discusses how the drop-in pandas replacement helps data scientists handle large datasets with ease.
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April 2022
Speed up deep-learning workloads on Intel® CPUs and GPUs using Model Zoo’s optimized inference applications and the Intel® Extension for TensorFlow*.
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March 2022
Accelerate deep-learning applications—natural language processing (NLP), recommender systems, computer vision—on Intel CPUs and GPUs with Intel® Extension for PyTorch*.
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Media, Ray Tracing & Scientific Visualization (SciVis)
February 2022
Intel and other industry leaders are using advanced ray tracing to deliver an open and accessible metaverse of photo-realistic digital experiences.
February 2022
A research engineering scientist from Texas Advanced Computing Center (TACC) discusses scientific visualization for rhinoviruses, oceanography, plasma structures, and more.
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February 2022
Learn how movie studio Laika* reduced training time by nearly 87%—from 23 hours to less than three—using the Intel® oneAPI AI Analytics Toolkit, as measured on Amazon Web Services (AWS).
February 2022
The low-level volumetric data-processing algorithms of Intel® Open Volume Kernel Library can streamline the rendering and simulation processing of 3D spatial data.
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Resources
oneAPI Application Catalog
Explore hundreds of applications that take advantage of elements of the Intel oneAPI cross-architecture programming model.
Fellow Travelers & Partners
See the ecosystem support for oneAPI from a growing, global list of companies, universities, and institutions.
Forums & Support
Find answers to technical questions, plus links to community and priority support and forums for Intel oneAPI Toolkits and individual tools.
oneAPI Projects
See the growing collection of heterogeneous-distributed applications your peers and colleagues are creating using Intel oneAPI tools.
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