Get Full Performance from Your Code with Tech.Decoded
Cross-Architecture Computing
Migrate from CUDA* to C++ with SYCL*
Training & Resource Portal
Bookmark this page for the latest SYCL* code porting tools, training, and techniques that help you unlock your code from the constraints of vendor lock-in.
January 2023 | Tech Article
To write portable code, you need the ability to query the system for information about its available hardware. Find out how to do this with SYCL.
January 2023 | Tutorial
This walk-through demonstrates how to use Intel® Advanced Matrix Extensions (Intel® AMX) technology, including configuring the tiles, computing the result of a single matrix multiplication with int8 operands, and int32 accumulation on 16x64 matrices.
February 2023 | Tech Article
Open source Java* experts discuss how languages have evolved to simplify the developer’s job, the pressures new tech has put on these languages, and the impact of new hardware capabilities.
AI & Analytics
February 2023 | Reference Guide
This guide matches the built-in accelerator features and instruction sets in 4th gen Intel® Xeon® processors—Intel AMX, Intel DSA, Intel QAT, and Intel IAA—with the best AI tools for different CPU-based workloads.
February 2023 | Tutorial
Create two simple gradient-boosting models from scratch, and then compare them to Intel’s optimized XGBoost wrapper in Python*. Includes code examples.
February 2023 | Tech Article
The Auto-Quant feature in Intel® Neural Compressor enables quantization in PyTorch scripts without coding and leverages deep learning optimization rules that automatically insert the necessary API code into user scripts.
March 2023 | Primer
Get a quick and easy overview of Intel’s high-performance distribution of the high-level programming language, including its benefits for AI domains, installation steps, and a code sample.
Compilers & Libraries
January 2023 | Tech Article
Two compiler architects discuss the rise, diversity, and future of the technology including Intel’s adoption of LLVM*, optimizations and benchmarks, and performance on Intel's newest hardware.
January 2023 | Tech Article
Get a primer on this multithreaded software library of functions for signal and data processing, data compression, image processing, and cryptography.
January 2023 | Tech Article
The latest release of Intel® Open Volume Kernel Library provides a uniform set of APIs for CPU-based rendering and supports multiple new features for scientific visualization and VFX.
February 2023 | Tech Article
Get the steps and code for profiling, analyzing, and fine-tuning machine learning performance—particularly for Python apps as well as those written in native C++ code—with Intel® VTune™ Profiler.
Use & Case Studies
January 2023
Alibaba Cloud* Machine Learning Platform for AI, Intel Neural Compressor, and BladeDISC* open source compiler are now integrated into a single machine learning and deep learning solution that optimizes PyTorch workload performance.
February 2023
Zettascale systems can calculate at least 1021 IEEE 754 double-precision operations per second. (Exascale calculations are 1018.) Discover how Cambridge is using oneAPI to dive into zettascale.
February 2023
HippoScreen* NeuroTech Corp used Intel® oneAPI Tools to significantly improve performance of its AI solution that helps doctors diagnose mental health conditions.
March 2023
Machine learning compute time was reduced for Anodot using Intel® oneAPI Data Analytics Library and Intel IPP on Intel Xeon Scalable processors. See the benchmarks.
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*.
Software Tuning & Optimization
Discussion around monitoring and software tuning methodologies.
Migrating to SYCL
One-stop forum to get assistance migrating your existing code to SYCL.
Resources
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.

Stay In the Know on All Things CODE
Sign up to receive the latest tech articles, tutorials, dev tools, training opportunities, product updates, and more, hand-curated to help you optimize your code, no matter where you are in your developer journey. Take a chance and subscribe. You can change your mind at any time.