4 ms·
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 usual
by mtthtlt 5y 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 :)
- tubby12345 5y agoindeed small resolutions (64x64) but i mean 2x speed is still nothing to sneeze at.
- mtthtlt 5y agoI agree, especially when it is free accuracy wise :)