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convolutions-rs-benchmarks

We provide speed benchmarks for the convolutions-rs crate (https://github.com/Conzel/convolutions-rs). We have tested the following three situations:

  • Small: size (10,10), iterations 10'000'000
  • Medium: size (100,100), iterations 10'000
  • Large: size (1000,1000), iterations 10

Results

convolutions-rs

  • Small: 18.58s
  • Medium: 21.18s
  • Large: 22.74s

Pytorch

  • Small: 16.06s
  • Medium: 0.74s
  • Large: 0.29s