How large is the computation?

WeitaiKang / SegVG

[ECCV 2024] SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding

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How large is the computation? #2

Open KevinfromTJ opened 1 month ago

KevinfromTJ commented 1 month ago

I wonder if you could share more details about the training cost (GPUs and days)

WeitaiKang commented 1 month ago

Sure,

For costs, I just compared GFLOPs and training time with VLTVG. I used 4*A6000 GPUs with the same environment to test the training time required to achieve the best performance on ReferItGame. Btw, I remember VLTVG has less cost than TransVG and QRNet. Results are as below. It is affordable I think.

Model	GFLOPS (G)	Training Time
VLTVG	69.87	16 hours
SegVG	73.48	28 hours