Comments (7)
9p15p
commented on July 19, 2024
It seems that the training is still running, but the error pops up constantly.
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9p15p
commented on July 19, 2024
I build the docker_image in my own computer, and push the docker_image to the GPU cluster. It works well on my computer, but raise error on the GPU cluster.
and this is my training shell.
#!/bin/bash
source /root/conda/etc/profile.d/conda.sh
conda activate base
which python
nvcc -V
nvidia-smi
echo $CUDA_HOME
echo $TORCH_CUDA_ARCH_LIST
echo $FORCE_CUDA
python -m detectron2.utils.collect_env
cd mask2former/modeling/pixel_decoder/ops
rm -rf build
rm -rf dist
rm -rf MultiScaleDeformableAttention.egg-info
TORCH_CUDA_ARCH_LIST='6.1;6.2;7.0;7.5;8.0;8.6' FORCE_CUDA=1 python setup.py build install
cd /workspace
#python scripts/train_net_video.py --num-gpus 8 --config-file configs/youtubevis_2019/video_maskformer2_R50_bs16_8ep.yaml
#mv /summary/model_final.pth /summary/model_final_2019.pth
#python scripts/train_net_video.py --num-gpus 8 --config-file configs/youtubevis_2021/video_maskformer2_R50_bs16_8ep.yaml MODEL.WEIGHTS /summary/model_final_2019.pth
#mv /summary/model_final.pth /summary/model_final_2021.pth
python scripts/train_net_video.py --num-gpus 2 --config-file configs/youtubevis_2019/video_maskformer2_R50_bs16_8ep.yaml SOLVER.MAX_ITER 1
mv /summary/model_final.pth /summary/model_final_2019.pth
python scripts/train_net_video.py --num-gpus 2 --config-file configs/youtubevis_2021/video_maskformer2_R50_bs16_8ep.yaml MODEL.WEIGHTS /summary/model_final_2019.pth SOLVER.MAX_ITER 1
mv /summary/model_final.pth /summary/model_final_2021.pth
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bowenc0221
commented on July 19, 2024
#54 seems to find the problem
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liuzhihui2046
commented on July 19, 2024
with the same problem!!!
nvidia：gtx 3090 ti
cuda：11.1
pytorch version： 1.8, 1.9, 1.10, 1.11。
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kunjing96
commented on July 19, 2024
Has the problem been solved? I have the same problem.
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Robotatron
commented on July 19, 2024
What is the status of this?
Does anyone have the docker file/image for Mask2Former? @9p15p
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Robotatron
commented on July 19, 2024
@9p15p would it be possible for you to share the docker file?
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Related Issues (20)
- Installation expects CUDA_HOME on Apple Silicon Macs HOT 1
- How to understand the output of different tasks
- Using ground truth masks instead of the predicted ones
- No module named 'MultiScaleDeformableAttention', Please compile MultiScaleDeformableAttention CUDA op HOT 2
- As for training, how long does it take?
- HAVE ANYONE MEET SUCH ERROR WHEN TRAINING ON OWN DATASET HOT 1
- batch_size doesn't affect evaluation
- how use custom pre-trained backbone in mask2former HOT 1
- why swin accept different input size
- loading swintransformer
- Ambiguous checkpoint key error when running train_net.py HOT 1
- difference among different mode
- Prebuilt wheels provided via 3rd party repository
- Using COCO for the dataset, what is the appropriate adjustment for learning rate if using a single GPU
- Run in colab seems that there's a ModuleNotFoundError related to the MultiScaleDeformableAttention module.
- Poor Output image quality
- Mask loss with soft labels
- Custom dataset registration to use a model trained on Cityscapes for semantic segmentation.
- How should I fix the input size during testing? HOT 3
- Could you please let me know if anyone has successfully trained using the YouTube VIS 2021 dataset? How should the dataset be formatted?
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