An Introduction to GPU Programming with CUDA
4,611
by Super User, 7 years ago
If you can parallelize your code by harnessing the power of the GPU, I bow to you. GPU code is usually abstracted away by by the popular deep learning frameworks, but knowing how it works is really useful. CUDA is the most popular of the GPU frameworks so we're going to add two arrays together, then optimize that process using it. I love CUDA!
Code for this video:
https://github.com/llSourcell/An_Introduction_to_GPU_Programming
Alberto's Winning Code:
https://github.com/alberduris/SirajsCodingChallenges/tree/master/Stock%20Market%20Prediction
Hutauf's runner-up code:
https://github.com/hutauf/Stock_Market_Prediction
Please Subscribe! And like. And comment. That's what keeps me going.
More learning resources:
http://supercomputingblog.com/cuda-tutorials/
http://www.nvidia.com/docs/IO/116711/sc11-cuda-c-basics.pdf
https://devblogs.nvidia.com/parallelforall/even-easier-introduction-cuda/
https://developer.nvidia.com/cuda-education-training
https://llpanorama.wordpress.com/cuda-tutorial/
https://www.udacity.com/course/intro-to-parallel-programming--cs344
http://lorenabarba.com/gpuatbu/Program_files/Cruz_gpuComputing09.pdf
http://cuda-programming.blogspot.nl/p/tutorial.html
https://www.cc.gatech.edu/~vetter/keeneland/tutorial-2011-04-14/02-cuda-overview.pdf
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
No, Nvidia did not pay me to make this video lol. I just love CUDA.
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
Code for this video:
https://github.com/llSourcell/An_Introduction_to_GPU_Programming
Alberto's Winning Code:
https://github.com/alberduris/SirajsCodingChallenges/tree/master/Stock%20Market%20Prediction
Hutauf's runner-up code:
https://github.com/hutauf/Stock_Market_Prediction
Please Subscribe! And like. And comment. That's what keeps me going.
More learning resources:
http://supercomputingblog.com/cuda-tutorials/
http://www.nvidia.com/docs/IO/116711/sc11-cuda-c-basics.pdf
https://devblogs.nvidia.com/parallelforall/even-easier-introduction-cuda/
https://developer.nvidia.com/cuda-education-training
https://llpanorama.wordpress.com/cuda-tutorial/
https://www.udacity.com/course/intro-to-parallel-programming--cs344
http://lorenabarba.com/gpuatbu/Program_files/Cruz_gpuComputing09.pdf
http://cuda-programming.blogspot.nl/p/tutorial.html
https://www.cc.gatech.edu/~vetter/keeneland/tutorial-2011-04-14/02-cuda-overview.pdf
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
No, Nvidia did not pay me to make this video lol. I just love CUDA.
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
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Super User uploaded a new media, An Introduction to GPU Programming with CUDA
7 years ago
