SYCL Insights | Sumble

What is SYCL?

SYCL (pronounced 'sickle') is a single-source, data-parallel, heterogeneous programming framework based on C++. It allows developers to write code that can be executed on a variety of hardware accelerators, such as GPUs, FPGAs, and other specialized processors. It provides a higher-level abstraction over low-level APIs like OpenCL, enabling developers to write portable and performant code without needing to directly manage device-specific details. SYCL is commonly used for high-performance computing, machine learning, and other compute-intensive applications.

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What other technologies are related to SYCL?

SYCL Competitor Technologies

Kokkos

Kokkos is a C++ performance portability programming model that offers an alternative approach to SYCL for writing hardware-agnostic code targeting CPUs and GPUs.

mentioned alongside SYCL in 25% (62) of relevant job posts

OpenCL

OpenCL is a heterogeneous parallel programming framework that competes with SYCL. SYCL is actually built atop OpenCL and implements a C++ abstraction. Both allow code to execute across diverse hardware.

mentioned alongside SYCL in 4% (336) of relevant job posts

HIP

HIP is a C++ dialect from AMD similar to CUDA, designed for writing portable code that can run on both AMD and NVIDIA GPUs. As such, it is an alternative to SYCL.

mentioned alongside SYCL in 8% (121) of relevant job posts

CUDA

CUDA is NVIDIA's parallel computing platform and programming model. It is a direct competitor to SYCL, providing a different ecosystem for GPU programming.

mentioned alongside SYCL in 2% (462) of relevant job posts

SYCL Complementary Technologies

OpenMP

OpenMP is an API for shared-memory parallel programming, typically on CPUs. While SYCL can target CPUs, OpenMP can complement SYCL by handling some CPU parallelism while SYCL manages GPU acceleration.

mentioned alongside SYCL in 4% (172) of relevant job posts

MLIR

MLIR (Multi-Level Intermediate Representation) is a compiler infrastructure that can be used as a backend for SYCL compilers, providing optimization and code generation capabilities.

mentioned alongside SYCL in 3% (66) of relevant job posts

LLVM

LLVM is a compiler infrastructure that forms the basis for many SYCL implementations. SYCL compilers often use LLVM for code generation and optimization.

mentioned alongside SYCL in 2% (77) of relevant job posts