CUDA
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What is CUDA?
CUDA (Compute Unified Device Architecture) is a parallel computing platform and programming model developed by NVIDIA. It allows software to use NVIDIA GPUs for general-purpose processing, significantly accelerating computationally intensive tasks. It is commonly used in areas like scientific computing, deep learning, image processing, and video editing.
What other technologies are related to CUDA?
CUDA Competitor Technologies
OpenCL
OpenCL is a heterogeneous parallel computing framework that offers an alternative to CUDA for programming GPUs and other accelerators.
HIP
HIP is a C++ dialect and runtime API that allows developers to port CUDA code to AMD GPUs with minimal code changes. It is a direct competitor to CUDA.
ROCm
ROCm is AMD's open-source software platform for GPU computing, providing an alternative to CUDA for AMD GPUs. It directly competes with CUDA.
OpenACC
OpenACC is a directive-based programming model for parallel computing on accelerators, offering an alternative to CUDA for offloading computations to GPUs.
SYCL
SYCL is a higher-level programming model built on top of OpenCL, targeting heterogeneous systems. As OpenCL is a CUDA competitor, so is SYCL.
Number of organizations that mention technology
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CUDA Complementary Technologies
OpenMP
OpenMP is a standard for parallel programming, often used in conjunction with CUDA to parallelize tasks across CPUs and GPUs. It may also be used as a competitor by those avoiding GPU programming.
TensorRT
TensorRT is an SDK for high-performance deep learning inference on NVIDIA GPUs, working directly with CUDA to optimize models. It complements CUDA.
cuDNN
cuDNN is a library of primitives for deep neural networks. It is built on top of CUDA and provides highly optimized routines for deep learning operations.
Number of organizations that mention technology
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Which job functions commonly mention CUDA?
Machine Learning
3.8% of all Machine Learning jobs mention CUDA
View 4k
jobs on Sumble
AI Engineer
2.3% of all AI Engineer jobs mention CUDA
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jobs on Sumble
Data, Analytics & Machine Learning
0.4% of all Data, Analytics & Machine Learning jobs mention CUDA
View 6.8k
jobs on Sumble
Engineering & R&D
0.1% of all Engineering & R&D jobs mention CUDA
View 15.1k
jobs on Sumble
Engineer
0.1% of all Engineer jobs mention CUDA
View 13.5k
jobs on Sumble
Which organizations are mentioning CUDA?
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