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batch size at best model in HICO-DET #67

Answered by fredzzhang
roy881020 asked this question in Q&A

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Hi @roy881020,

Thanks for taking an interest in our work.

This means each GPU got batch size of 4 ? or 32?

The batch size for each GPU is in fact 4, which makes the effective batch size 32 with 8 GPUs.

How do I get this performance?

The mAP reported in the paper can be achieved using the fine-tuned detections provided from the DRG paper. First make sure you have downloaded the fine-tuned detections following the instructions here. Then make sure you set the flag --detection-dir hicodet/detections/test2015_finedtuned_drg when running the test.

Let me know if that clears up things.

Cheers,
Fred.

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