GPGPU
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Explore more → **GPGPU**
What is GPGPU?
GPGPU (General-Purpose computing on Graphics Processing Units) is a technique that utilizes the parallel processing power of a graphics processing unit (GPU) to perform general-purpose computations, traditionally handled by the CPU. It is commonly used to accelerate computationally intensive tasks in various fields like scientific computing, machine learning, and image/video processing.
What other technologies are related to GPGPU?
GPGPU Competitor Technologies
CUDA
CUDA is a parallel computing platform and programming model developed by NVIDIA. It allows software to use GPUs for general purpose processing, like GPGPU. It is a direct competitor to other GPGPU technologies.
OpenCL
OpenCL is an open standard for parallel programming of heterogeneous systems, including GPUs. It is a direct competitor to other GPGPU technologies like CUDA.
HIP
HIP (Heterogeneous-compute Interface for Portability) is a C++ dialect that allows developers to write code that can run on both AMD and NVIDIA GPUs with minimal changes. It competes directly with CUDA and OpenCL as a GPGPU programming model.
ROCm
ROCm (Radeon Open Compute) is AMD's open-source software platform for GPU computing. It's a direct competitor in the GPGPU space.
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GPGPU Complementary Technologies
LLVM
LLVM is a compiler infrastructure project that can be used as a backend for GPGPU compilers. It complements GPGPU by providing a compilation target.
Vulkan
Vulkan is a low-overhead, cross-platform 3D graphics and compute API. It can be used for GPGPU tasks and complements other GPGPU technologies by offering a way to access the GPU's compute capabilities.
MPI
MPI (Message Passing Interface) is a communication protocol for parallel computing. It can be used in conjunction with GPGPU to distribute workloads across multiple GPUs and nodes. It is complementary.
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Which job functions commonly mention GPGPU?
Applied Scientist
0.1% of all Applied Scientist jobs mention GPGPU
View 13
jobs on Sumble
Machine Learning
0.1% of all Machine Learning jobs mention GPGPU
View 64
jobs on Sumble
AI Engineer
26 AI Engineer jobs mention GPGPU
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jobs on Sumble
Software Engineer
398 Software Engineer jobs mention GPGPU
View 398
jobs on Sumble
Engineer
626 Engineer jobs mention GPGPU
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jobs on Sumble
Which organizations are mentioning GPGPU?
Los Alamos National Laboratory
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