NVIDIA CUDA Libraries SDK Code Samples

The GPU Computing SDK includes 100+ code samples, utilities, whitepapers, and additional documentation to help you get started developing, porting, and optimizing your applications for the CUDA architecture. You can get quick access to many of the SDK resources on this page, SDK documentation, or download the complete SDK.

Please note that you may need to install the latest NVIDIA drivers and CUDA Toolkit to compile and run the code samples.

Refer to the SDK release notes for more information.


MersenneTwisterGP11213 

This sample implements Mersenne Twister random number generator GP11213 on the GPU.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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GrabCut with NPP 

CUDA Implementation of Rother et al. GrabCut approach using the 8 neighborhood NPP Graphcut primitive introduced in CUDA 4.1. (C. Rother, V. Kolmogorov, A. Blake. GrabCut: Interactive Foreground Extraction using Iterated Graph Cuts. ACM Transactions on Graphics (SIGGRAPH'04), 2004)
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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Histogram Equalization with NPP 

This SDK sample demonstrates how to use NPP for histogram equalization for image data.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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FreeImage and NPP Interopability 

A simple SDK sample demonstrate how to use FreeImage library with NPP.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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Box Filter with NPP 

A NPP SDK sample that demonstrates how to use NPP FilterBox function to perform a Box Filter.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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Image Segmentation using Graphcuts with NPP 

This sample that demonstrates how to perform image segmentation using the NPP GraphCut function.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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Preconditioned Conjugate Gradient 

This sample implements a preconditioned conjugate gradient solver on GPU using CUBLAS and CUSPARSE library.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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CUDA C Monte Carlo: Single Asian Option 

This sample uses Monte Carlo to simulate Single Asian Options using the NVIDIA CURAND library.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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CUDA C Monte Carlo Estimation of Pi (batch QRNG) 

This sample uses Monte Carlo simulation for Estimation of Pi (using batch QRNG). This sample also uses the NVIDIA CURAND library.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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CUDA C Monte Carlo Estimation of Pi (batch PRNG) 

This sample uses Monte Carlo simulation for Estimation of Pi (using batch PRNG). This sample also uses the NVIDIA CURAND library.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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CUDA C Monte Carlo Estimation of Pi (batch inline QRNG)  

This sample uses Monte Carlo simulation for Estimation of Pi (using batch inline QRNG). This sample also uses the NVIDIA CURAND library.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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CUDA C Monte Carlo Estimation of Pi (inline PRNG) 

This sample uses Monte Carlo simulation for Estimation of Pi (using inline PRNG). This sample also uses the NVIDIA CURAND library.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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CUDA C Random Fog 

This sample illustrates pseudo- and quasi- random numbers produced by CURAND.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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ConjugateGradient 

This sample implements a conjugate gradient solver on GPU using CUBLAS and CUSPARSE library.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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batchCUBLAS 

A SDK sample that demonstrates how using batched CUBLAS API calls to improve overall performance.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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Simple CUBLAS 

Example of using CUBLAS using the new CUBLAS API interface available in CUDA 4.0.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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Simple CUFFT 

Example of using CUFFT. In this example, CUFFT is used to compute the 1D-convolution of some signal with some filter by transforming both into frequency domain, multiplying them together, and transforming the signal back to time domain.
  Minimum Required GPU
Minimum Required GPUor later
Minimum Required GPU




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Last Update: 1/10/2012