Training time

[jxhuang0508]

Hi,

Thanks for sharing your great work. May I know the training time of each model if possible?

Many thanks!

[ericzw]

same question... ^_^

[ShoufaChen]

Hello, it takes about 39 hours on 8xA100 for DiffusionDet-COCO-Res50.

[leemengwei]

Hello, it takes about 39 hours on 8xA100 for DiffusionDet-COCO-Res50.

Hi may I know the inference time of each image? for example on 640x640x3 image

[ShoufaChen]

Hi @leemengwei ,

We report latency in Table 3 (f) https://arxiv.org/pdf/2211.09788.pdf.

Wish this table could solve your concern.

[leemengwei]

@ShoufaChen thanks4 reply Yet as metioned in paper: "The run time is evaluated on a single NVIDIA A100 GPU with a mini-batch size of 1" which achieves about 30fps .... I can say this is not yet something for everyone to use on PC ...

[jxhuang0508]

Hello, it takes about 39 hours on 8xA100 for DiffusionDet-COCO-Res50.

Thanks for your information.

[mmaaz60]

Hello, it takes about 39 hours on 8xA100 for DiffusionDet-COCO-Res50.

Hi @ShoufaChen ,

What is the estimated training time for R50 LVIS model? Thanks