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Jeff-Zilence / TransGeo2022

Official repository for TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization
MIT License
116 stars 22 forks source link

Learning rate setting #37

Closed liangjxiong closed 3 months ago

liangjxiong commented 7 months ago

Hello! Your work is very outstanding. If I use 4 or 8 GPUs for training, how should I set the learning rate and what should I set it to? I hope to hear back from you. Thank you!

Jeff-Zilence commented 7 months ago

We did not use 4/8 GPUs. You might try the lr scaling rule for SGD. But may not generalize for Adam optimizer.

liangjxiong commented 7 months ago

Thank you! Can you provide a script for testing inference time?

Jeff-Zilence commented 6 months ago

Multi-processing evaluation can bring lots of issues. We only use one GPU for evaluation.