fudan-zvg / PolarFormer

[AAAI 2023] PolarFormer: Multi-camera 3D Object Detection with Polar Transformers
MIT License
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How long does it take to train the model for segmentation? #4

Closed Yiir-1 closed 1 year ago

Yiir-1 commented 1 year ago

Hello!Thanks for your good work ! Could you please explain what GPU you used to train models, and how long does it take?

yanqinJiang commented 1 year ago

Hi! We train the segmentation model on 8 A100 GPUs, and it takes about 20 and 25 hours to train PolarFormer and PolarFormer-T, respectively. (A100 GPU is not a must for the training of PolarFormer, we simply use it to accelerate training. You can just reduce the batch size and train it on 3090 or V100 GPUs.)

Yiir-1 commented 1 year ago

Thanks for reply !