Megvii-BaseDetection / BEVDepth

Official code for BEVDepth.
MIT License
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training speed very slow #123

Open xiaocongcsu opened 1 year ago

xiaocongcsu commented 1 year ago

The training speed is very slow, did anybody encounter this problem? image

And the GPU is in use: image

yinchimaoliang commented 1 year ago

You may try to raise workers_per_gpu.

clw5180 commented 1 year ago

You may try to raise workers_per_gpu.

I tried it but it's much slower...

zhangzaibin commented 1 year ago

Have you solved this problem? I encounter the same issue with the A100 GPU.

qfwysw commented 1 year ago

The processing of radar point cloud is too time-consuming. You can try the method in Bevstereo. Store the point cloud as an npy file, and then read it.

Zhangwenyao1 commented 10 months ago

The processing of radar point cloud is too time-consuming. You can try the method in Bevstereo. Store the point cloud as an npy file, and then read it.

Thanks for your advice! Can you give me a demo code?

Zhangwenyao1 commented 10 months ago

The training speed is very slow, did anybody encounter this problem? image

And the GPU is in use: image

Have you solved this problem?

xiaocongcsu commented 10 months ago

Not solved yet, I used the implementation in BEVDet.