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The main array abstraction used there is maximum, right? We implement that using mapreduce, which is currently known to perform badly: #46. I haven't had the time to investigate yet.
the good news is with single precision
https://github.com/mitmath/18337/blob/master/lecture1/the_dream.ipynb
works
the bad news, is
@time
doesn't show an improvement over my cpu even withn=50,000,000
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