Deep Learning Training Tool - Deep Learning Software
Deep Learning Training Tool
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Introduction

  • SYCL* is an alternative to single-vendor proprietary accelerator programming languages
  • Allows code reuse across hardware targets (CPU, GPU, FPGA) and supports custom tuning for a specific platform
  • SYCL is a Khronos* standard that adds data parallelism and heterogeneous programming to familiar and standard ISO C++

An Implementation of SYCL

  • DPC++ is one of the compiler implementations Intel® oneAPI DPC++/C++ Compiler *Deep Learning Tool allows data scientists and researchers to simplify and optimize deep learning solution development and training.
description

Companion Intel® oneAPI DPC++ Library

  • oneAPI is an open source LLVM* technology implementation of SYCL
  • API extensions are driven by open and cooperative community development
  • Once proven, these enhancements are proposed to the parent specifications (C++ or SYCL) for implementation LLVM-based Projects from Intel Learn More at oneAPI io

Learn the Basics of SYCL

SYCL is an open alternative to single-architecture proprietary languages It allows developers to reuse code across hardware targets (CPUs and accelerators such as GPUs and FPGAs) and also perform custom tuning for a specific accelerator These code walkthroughs introduce you to basic principles and practices of SYCL programming To continue learning about SYCL and Intel’s integration of this new programming language into the Intel ® oneAPI toolkits, see More Ways to Learn

More Ways to Learn

The Vector Add sample demonstrates oneAPI concepts and functionally using SYCL programming language You will learn about:

  • Device selectors targeting different accelerators including GPU and FPGA
  • Data parallel kernel “parallel_for” Go to Code Walkthrough The Mandelbrot Set is a program that demonstrates oneAPI concepts and functionally using the SYCL programming language You will learn about:
  • Managing and accessing memory Code Samples: Explore SYCL Using Samples from Intel On-Demand Curriculum: Essentials of SYCL Migrate CUDA Code to Code That's Compatible with SYCL Explore the Intel® DPC++ Compatibility Tool Tutorial: Develop SYCL Kernels

Get SYCL Tools with the Intel® oneAPI Base Toolkit

The Intel® oneAPI Base Toolkit is a core set of tools and libraries for developing high-performance, data-centric applications across diverse architectures This foundational set of tools and libraries includes:

  • Familiar tools and languages
  • Advanced analysis and debugging tools
  • Intel DPC++ Compatibility Tool for CUDA* code migration

Try in the Intel® Developer Cloud for Free

Develop, run, and optimize your code in this cloud-based development sandbox with 120 days of full access Access samples or run your own workloads

  • Toolkits: Intel oneAPI Base Toolkit and add-on toolkits for HPC, AI, IoT, and more
  • Tools and Libraries: Intel oneAPI DPC++/C++ Compiler, Intel® oneAPI Math Kernel Library, Intel® Distribution for Python*, Intel® VTune™ Profiler, Intel® Advisor, and more
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