easton-cau / SOTR

SOTR: Segmenting Objects with Transformers
MIT License
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about the latency, seems need 100ms+ on 3090 #12

Closed lucasjinreal closed 2 years ago

lucasjinreal commented 2 years ago

150ms average, is that normal? I changed everything into GPU.

image

using r50 version

easton-cau commented 2 years ago

We spend about 140ms per image on 4 Tesla V100. We find that the inference time using multiple GPUs is relatively stable. Moreover, the depth of transformer has a great influence on inference time.