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Get Full Performance from Your Code with Tech.Decoded

oneAPI Training Calendar
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Accelerated Computing (SYCL* & More)

   

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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.

 

Learn More

Transform C and C++ Code into a Performant FPGA Implementation

   

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.

   

Intel® Data Center GPU Flex Series Launches with Open Software Stack

   

August 2022 | GPU Launch

 

This series is designed to flexibly handle media delivery, cloud gaming, AI, metaverse, and more without compromising performance or quality.

   

Docker*, Windows* Subsystem for Linux* (WSL), and oneAPI: A Quick How-To Guide

   

August 2022 | Tutorial

 

Learn how to use containerized environments to develop and deploy software using oneAPI so you can ship more reliable code.

   

CUDA*, SYCL, Codeplay*, and oneAPI—Accelerators for Everyone

   

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.

   

Demystify oneAPI for Developers

   

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.

   

One Programming Language to Rule Them All

   

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.

   

SYCLomatic: A New CUDA to SYCL Code Migration Tool

   

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


   

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Two New Open Source Libraries Improve Ray-Tracing Performance

   

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.

 

   

Tencent* Gains Up to 85% Performance Boost Using Intel® oneAPI DPC++/C++ Compiler

   

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).

   

oneVPL Enabled in FFmpeg: Achieve Great Streaming Quality on Intel® GPUs

   

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. 

   

Get to Know LLVM*

   

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


   

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Profile Your Production Java* Workloads in the Cloud

   

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.

   

Intel® VTune™ Profiler Tutorial

   

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.

   

Optimize Your GPU Application with the Intel oneAPI Base Toolkit

   

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. 

   

Solve the Mystery of Performance Profiling

   

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


   

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Enhance Data Analytics with oneDAL

   

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.

   

Introducing SigOpt® for Optimal Model Tuning

   

September 2022 | Video [5:42]

 

Learn how this simple Python* API can help you track model convergence, scale hyperparameter optimizations, and much more.

   

Improve TensorFlow* Performance on AWS* Instances by Using Deep Learning Optimizations from Intel

   

August 2022 | Tech Article  

 

Find out how to configure oneDNN optimizations in Intel® Extension for TensorFlow* to achieve 3X performance improvements.

   

Python Data Science at Scale: Speed Up Your End-to-End Workflow

   

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.

   

1.3 Million Cells in Seven-and-a-Half Minutes on One Intel® Processor

   

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?

   

Build a Deep Learning Environment in Python* with Intel and Anaconda*

   

August 2022 | Tech Article

 

Get the steps to set up an environment that can handle deep learning tasks using Intel®-optimized Python and Anaconda*.

   

Create Your First Neural Network with Python and TensorFlow

   

July 2022 | Tech Article

 

Get the steps, code, and tools to create a simple convolutional neural network (CNN) for image classification from scratch.

   

Increase PyTorch* Inference Throughput by 4x

   

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.

   

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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.

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Fellow Travelers & Partners

See the ecosystem support for oneAPI from a growing, global list of companies, universities, and institutions.

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Forums & Support

Find answers to technical questions, plus links to community and priority support and forums for Intel® oneAPI toolkits and individual tools.

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oneAPI Projects

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