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a1600012888 avatar a1600012888 commented on June 26, 2024

Here: https://github.com/WangYueFt/detr3d/blob/main/projects/configs/detr3d/detr3d_res101_gridmask.py#L188

But you might encounter a cuda out of memory if you are not using GPU with large enough memory

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Bosszhe avatar Bosszhe commented on June 26, 2024

Thank you for your answering, how large memory do we need per GPU for DETR3D? I see that you trained with 8 GTX3090 in your paper.

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a1600012888 avatar a1600012888 commented on June 26, 2024

I think I need to add a little detail, the samples_per_gpu denotes the batch size per gpu. And samples_per_gpu =1 means on each GPU there is one frame, which has 6 images(Each frame 6 camera).

Hi,
I think for ResNet-101 with FPN. samples_per_gpu takes around 20GB memory.

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Bosszhe avatar Bosszhe commented on June 26, 2024

Thx for your kindly response.

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