cuDNN
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Explore more → **cuDNN**
What is cuDNN?
cuDNN is a GPU-accelerated library of primitives for deep neural networks. It provides highly tuned implementations of standard routines such as convolution, pooling, recurrent neural networks, and activation functions. Deep learning frameworks use cuDNN to accelerate training and inference on NVIDIA GPUs.
What other technologies are related to cuDNN?
cuDNN Competitor Technologies
ROCm
ROCm is AMD's counterpart to NVIDIA's CUDA, providing a platform for GPU-accelerated computing. Libraries built on ROCm compete with cuDNN for accelerating deep learning workloads on AMD GPUs.
HIP
HIP (Heterogeneous-compute Interface for Portability) allows developers to write code that can run on both NVIDIA (via CUDA) and AMD (via ROCm) GPUs. Therefore, HIP is a competing technology in that it enables use of GPU's besides CUDA, and cuDNN is for CUDA based systems.
OpenCL
OpenCL is a standard for parallel programming across heterogeneous platforms, including GPUs. It competes with CUDA, and therefore competes with cuDNN, which depends on CUDA.
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cuDNN Complementary Technologies
cuBLAS
cuBLAS is NVIDIA's implementation of BLAS (Basic Linear Algebra Subprograms) and is designed to work seamlessly with cuDNN for deep learning operations.
CUTLASS
No summary available
CUTLASS is a collection of CUDA C++ template abstractions for implementing high-performance matrix-multiplication (GEMM) at all levels and scales within CUDA. It is useful for custom kernels and can be used in conjunction with cuDNN.
TensorRT
TensorRT is an SDK for high-performance deep learning inference, often used with models trained using frameworks that utilize cuDNN. TensorRT optimizes and deploys models on NVIDIA GPUs.
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Which job functions commonly mention cuDNN?
Machine Learning
0.4% of all Machine Learning jobs mention cuDNN
View 396
jobs on Sumble
AI Engineer
0.2% of all AI Engineer jobs mention cuDNN
View 141
jobs on Sumble
Data, Analytics & Machine Learning
580 Data, Analytics & Machine Learning jobs mention cuDNN
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jobs on Sumble
Software Engineer
195 Software Engineer jobs mention cuDNN
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jobs on Sumble
Engineer
329 Engineer jobs mention cuDNN
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jobs on Sumble
Which organizations are mentioning cuDNN?
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