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Convolution optimization

Wrote a convolution that performs 2D-gaussian blur on an astronaut image from scikit-learn.

Then (soon) rewrote that in CUDA (Naive) to make it faster.

Tested on A-100s through the Gilbreth cluster at Purdue.

Here's a comparison:

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convolution parallelization through CUDA

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