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Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA
book

Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA

by Bhaumik Vaidya
September 2018
Intermediate to advanced
380 pages
9h 40m
English
Packt Publishing
Content preview from Hands-On GPU-Accelerated Computer Vision with OpenCV and CUDA

Thread-related properties

As seen in earlier sections, blocks and threads can be multidimensional. So, it would be nice to know how many threads and blocks can be launched in parallel in each dimension. There is also a limit on the number of threads per multiprocessor and the number of threads per block. This number can be found by using the maxThreadsPerMultiProcessor and the maxThreadsPerBlock. It is very important in the configuration of kernel parameters. If you launch more threads per block than the maximum threads possible per block, your program can crash. The maximum threads per block in each dimension can be identified by the maxThreadsDim. In the same way, the maximum blocks per grid in each dimension can be identified by using ...

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Publisher Resources

ISBN: 9781789348293