Achieving peak performance on GPU

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Hi r/MachineLearning! I recently went into the CUDA programming rabbit hole. In the process, I came across matrix multiplication and was amazed by how complicated the algorithm is in CUDA (especially if you want to get the best performance). I found the learning process quite gruelling (the CUDA docs were very average), so I wrote a tiny blog which hopefully helps anyone in the same position.

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