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