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by mtthtlt 1696 days ago
That is so cool ! May I ask at which resolution you had those results ?

We managed to get up to 10x for very low resolutions (160) for a resnet101 but it usually plateaus for high resolutions (above 896x896) at a 1.7~1.9 speed-up. Although using Int8 gives even higher speed-ups (~times 3.6 for 896x896 input), for some tasks it degrades the performance too much.

I will definitely try your setup :)

1 comments

indeed small resolutions (64x64) but i mean 2x speed is still nothing to sneeze at.
I agree, especially when it is free accuracy wise :)