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error when running av2 dataset

Open toyot-li opened this issue 2 years ago • 7 comments

@LegendBC Hello, when running MapTR on the AV2 dataset. It goes into https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L627, then the training stops. Could you please provide some suggestions on solving the problem? Thanks.

toyot-li avatar Apr 02 '23 08:04 toyot-li

Thanks for your remind, I will have a check to see if I can reproduce the error.

LegendBC avatar Apr 07 '23 04:04 LegendBC

@outsidercsy How about https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L629? also comment it ?

And line 661 raises valueError.

toyot-li avatar May 11 '23 01:05 toyot-li

Sorry. Add two failed logs here. https://github.com/hustvl/MapTR/blob/5a6bba1c1dd27c9c7851d7e2efb6939a91a4d86b/tools/data_converter/av2_converter.py#LL22C17-L22C17 '01bb304d-7bd8-35f8-bbef-7086b688e35e', '453e5558-6363-38e3-bf9b-42b5ba0a6f1d'

outsidercsy avatar May 11 '23 14:05 outsidercsy

@outsidercsy So I have to append the FAIL_LOGShere and regenerate the pkl files for AV2?

More importantly, I have already removed the else conditions in both https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L660 and https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L626 and I am running the code without errors currently. Will there be any negative effects if I run in this way?

toyot-li avatar May 12 '23 02:05 toyot-li

@outsidercsy So I have to append the FAIL_LOGShere and regenerate the pkl files for AV2?

More importantly, I have already removed the else conditions in both https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L660 and https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L626 and I am running the code without errors currently. Will there be any negative effects if I run in this way?

Sorry for the late reply. The code I wrote here is used to ensure the correctness and debug since the boundary in AV 2 should be polygon. There are some wrong cases as stated above. If you remove the wrong cases, the removed code will not influence the final results.

LegendBC avatar May 12 '23 15:05 LegendBC

@outsidercsy So I have to append the FAIL_LOGShere and regenerate the pkl files for AV2? More importantly, I have already removed the else conditions in both https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L660 and https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L626 and I am running the code without errors currently. Will there be any negative effects if I run in this way?

Sorry for the late reply. The code I wrote here is used to ensure the correctness and debug since the boundary in AV 2 should be polygon. There are some wrong cases as stated above. If you remove the wrong cases, the removed code will not influence the final results.

@LegendBC Thank you.

To clarify again, now, I simply remove the two "else conditions" in the av2_map_dataset.py, and did not modify any other things of this repo's latest commit.

Now, the training is ongoing without errors, but I worry about the result of my training. Will it be lower than expected?

toyot-li avatar May 12 '23 15:05 toyot-li

@outsidercsy So I have to append the FAIL_LOGShere and regenerate the pkl files for AV2? More importantly, I have already removed the else conditions in both https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L660 and https://github.com/hustvl/MapTR/blob/main/projects/mmdet3d_plugin/datasets/av2_map_dataset.py#L626 and I am running the code without errors currently. Will there be any negative effects if I run in this way?

Sorry for the late reply. The code I wrote here is used to ensure the correctness and debug since the boundary in AV 2 should be polygon. There are some wrong cases as stated above. If you remove the wrong cases, the removed code will not influence the final results.

@LegendBC Thank you.

To clarify again, now, I simply remove the two "else conditions" in the av2_map_dataset.py, and did not modify any other things of this repo's latest commit.

Now, the training is ongoing without errors, but I worry about the result of my training. Will it be lower than expected?

It wont deteriorate the final reaults. And in the next few days, we will upload our results and log for reference.

LegendBC avatar May 13 '23 02:05 LegendBC