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the training log files #39

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Wang-pengfei opened this issue Mar 20, 2024 · 6 comments
Closed

the training log files #39

Wang-pengfei opened this issue Mar 20, 2024 · 6 comments

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@Wang-pengfei
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Hi, can you provide me with the training log files for the second stage of transfusion_nusc_voxel_LC and MSMDFusion_nusc_voxel_LC for my reference? Thank you!

@SxJyJay
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SxJyJay commented Mar 20, 2024

I can not find the relevant training logs. You can provide intermediate results and I can help you to check them.

@Wang-pengfei
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Thank you for your assistance!

I'm currently working on reproducing TransFusion. After training for 20 epochs on LiDAR, I obtained results with mAP: 0.6463 and NDS: 0.6979, which are close to the original TransFusion-L.

However, when I continued training for 6 epochs for fusion, the first epoch yielded very low results with mAP: 0.3156 and NDS: 0.2860. Is this normal?

@Wang-pengfei
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I would like to know where the initialization weights for the 2D model come from. Have you retrained the 2D model?

@SxJyJay
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SxJyJay commented Mar 21, 2024

It is not normal in my memory. The performance will not decrease dramatically in the second training stage. Please refer to here for the pretrained 2D backbone.

@Libraaer
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Libraaer commented Sep 7, 2024

您好,您能否提供 transfusion_nusc_voxel_LC 和 MSMDFusion_nusc_voxel_LC 第二阶段的训练日志文件供我参考?谢谢!

您好,请问您这里训练第二阶段时的显卡和显存是多少呢?我这里使用了4090,显示显存不够,然后又更换成了A800,还是显存不够,我不知道是我哪里设置错误还是模型确实需要这么大的显存,您能帮我解答一下吗,谢谢。

@Libraaer
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Libraaer commented Sep 7, 2024

I can not find the relevant training logs. You can provide intermediate results and I can help you to check them.

您好,请问您训练第二阶段的模型时,显卡的显存是多少呢?我这里A800 还是显示显存不够。

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