Dive into deep learning compilers

Re:Dive into deep learning compilers by dr_zoidberg on Thursday February 24, 2022 @12:17PM (#30457426)

For those surprised at the dot product benchmark on 3.1 [0] where np.dot() is substantially faster when using floats over ints, the things is simply that numpy can use BLAS libraries for floats, but not for ints (because BLAS libs don't implement integer data types).

[0] https://tvm.d2l.ai/chapter_cpu_schedules/arch.html

[1] https://stackoverflow.com/questions/11856293/numpy-dot-produ...

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Re:Dive into deep learning compilers by momojo on Thursday February 24, 2022 @08:57PM (#30462851)

There's a great explanation on algorithmica as well: https://en.algorithmica.org/hpc/complexity/languages/

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