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Accelerated Computing (SYCL* & More)
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.
September 2022 | On-Demand Webinar [59:58]
Learn how to accelerate your existing C and C++ functions using Intel® FPGAs. The video includes a demonstration on capturing existing C/C++ code in SYCL.
August 2022 | GPU Launch
This series is designed to flexibly handle media delivery, cloud gaming, AI, metaverse, and more without compromising performance or quality.
August 2022 | Tutorial
Learn how to use containerized environments to develop and deploy software using oneAPI so you can ship more reliable code.
August 2022 | Tech Walk-Through
See what happens when CUDA* code is migrated to SYCL*, and then run on both an Intel® Core™ i9 processor and an NVIDIA* GPU.
September 2022 | Tech Blog
Is oneAPI a specification? A set of tools? An initiative? Yes. Tony Mongkolsmai unpacks what it really is, why it’s important, and how developers benefit.
August 2022 | Tech Walk-Through
Steven Leibson, editor of the Electronic Engineering Journal, discusses oneAPI as a universal multiarchitecture programming environment for scalar, vector, matrix, and spatial workloads, including how it competes with NVIDIA* and AMD* offerings.
August 2022 | Product Update
The Intel DPC++ Compatibility Tool is now available as an open source project, SYCLomatic, to assist developers in porting CUDA code to SYCL.
Compilers & Libraries
August 2022 | Blog
Newly released Intel® Open Path Guiding Library and Intel® Open VKL plugin for RenderMan* provide significant performance improvements for developers and content creators.
August 2022 | Case Study
TencentDB for MySQL* and Intel built a performant MySQL on Intel® Xeon® processors. It achieves significant gains by using the Intel® oneAPI DPC++/C++ Compiler to optimize link-time optimizations (LTO) and profile-guided optimizations (PGO).
August 2022 | Blog
The addition of Intel® oneAPI Video Processing Library (oneVPl) support to the FFmpeg open source standard gives developers a new way to access Intel® GPU media features.
July 2022 | Tech Article
Explore the benefits of Intel's LLVM*-based compilers, which include shorter build times, flexibility, portability, and easy maintenance and optimization.
Analyze, Tune, Debug
August 2022 | On-Demand Webinar [1:00:14]
Remove the obstacles of Java workload profiling, whether your application runs in public, private, or hybrid cloud environments.
July 2022 | Wiki/Online Tutorial
Hone your Intel VTune Profiler skills through this this four-part tutorial with videos and quizzes offered by HPC.NRW, including analysis techniques, tips, and tricks.
August 2022 | Tech Article
Get the six-step workflow for accelerating code using Intel GPU hardware—integrated or discrete. Includes sample code. Worthy of bookmarking.
August 2022 | On-Demand Webinar [55:08]
Learn how Intel VTune Profiler analyzes performance for applications and systems, turning raw data into answers for HPC, cloud, IoT, media, storage, and more.
Training & Inference
September 2022 | Tech Article
Learn how Intel® oneAPI Data Analytics Library (oneDAL) helps you build fast, cross-architecture, distributed-data, AI and machine learning pipelines.
September 2022 | Video [5:42]
Learn how this simple Python* API can help you track model convergence, scale hyperparameter optimizations, and much more.
August 2022 | Tech Article
Find out how to configure oneDNN optimizations in Intel® Extension for TensorFlow* to achieve 3X performance improvements.
August 2022 | How-To Video [21:39]
In this video from Intel® Innovation, see how easy it is to accelerate end-to-end AI and data science workflows with Intel-optimized Python libraries.
August 2022 | Tech Article
Mouse cells, that is. And, in a head-to-head, single-cell, RNA-sequence analysis runtime comparison between a oneDAL-optimized Intel® Xeon® processor and an NVIDIA* A100 GPU, guess which one is nearly 1.5x faster?
August 2022 | Tech Article
Get the steps to set up an environment that can handle deep learning tasks using Intel®-optimized Python and Anaconda*.
July 2022 | Tech Article
Get the steps, code, and tools to create a simple convolutional neural network (CNN) for image classification from scratch.
July 2022 | Video Walk-Through [6:30]
Learn how to accelerate PyTorch*-based inferencing by applying optimizations from the Intel® Extension for PyTorch* and quantizing to INT8.
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
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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