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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.
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