SYCL_EXTERNAL is an optional macro that enables external linking of SYCL functions and methods to be included inside a SYCL kernel. To access the host (CPU) functions from the device (GPU), we need to label that function with the SYCL_EXTERNAL macro. Please refer the following documentat...
MIOpen An open source deep-learning library MIVisionX Set of comprehensive computer vision and machine learning libraries, utilities, and applications ROCm Performance Primitives (RPP) Comprehensive high-performance computer vision library for AMD processors with HIP/OpenCL/CPU back-ends rocAL An augmenta...
I've written a fairly simple kernel that multiplies multi-limb operands. I've written two versions: an ndrange version and a task version. Both work fine, but the performance of the task version is significantly better. The design is quite small, and I calculated that it...
Data-Parallel C++ (DPC++) is an open-source compiler project based on C++. It includes portable industry standards such as the SYCL Standards from the
While OpenCL sounds attractive because of its generality, it hasn’t performed as well as CUDA on NVIDIA GPUs, and many deep learning frameworks either don’t support OpenCL or only support it as an afterthought once their CUDA support has been released. CUDA performance boost CUDA has ...
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OpenCL is a trademark of Apple Inc. used under license to the Khronos Group Inc. Trademarks NVIDIA, the NVIDIA logo, NVIDIA GRID, NVIDIA GRID vGPU, NVIDIA Maxwell, NVIDIA Pascal, NVIDIA Turing, NVIDIA Volta, GPUDirect, Quadro, and Tesla are trademarks or registered trademarks of NVIDIA Corpor...
To use the C compilation feature in Mathematica, a C compiler is required to be present. To use Mathematica’s built-in GPU computing capabilities, you’ll need a dual-precision graphics card that supports OpenCL or CUDA, such as many cards from NVIDIA, AMD and others. ...
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oneAPI's open source project defines a set of library interfaces that are commonly used in a variety of workflows. For example, oneAPI Math Kernel Library (oneMKL) is an open, stable API that enables users to leverage common, parallelizable, mathematical operations. The Deep Neural Network Libra...