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isl-org / lang-seg

Language-Driven Semantic Segmentation
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Error when building Pytorch-encoding #27

Closed StarsTesla closed 1 year ago

StarsTesla commented 1 year ago

Hi, I would like to tried your code, but the error shows up when I tried to install the pytorch-encoding. Could you give us your environment info of CUDA GPU python g++ and so on？Do you have any advice about installing it，which I see a lot of people get the error.

My env: OS: Ubuntu 18.04 gcc: 7.5.0 GPU:3090 driver：515 CUDA: tried 11.7 and 10.2 pytorch: tried 1.12 and 1.7.1

shan23chen commented 1 year ago

same here

Boyiliee commented 1 year ago

Thanks @shan23chen @StarsTesla for your interest in LSeg!

You can find all the details at https://github.com/isl-org/lang-seg/blob/main/requirements.txt#L103.

Alternatively, you could use Option 2 to install all the packages.

Hope this helps.

StarsTesla commented 1 year ago

well, I can install the torch-encoding, but I cannot run the notebook.

logs shows: ImportError: /root/anaconda3/envs/LSeg/lib/python3.8/site-packages/encoding/cpu.cpython-38-x86_64-linux-gnu.so: undefined symbol: _ZN6caffe28TypeMeta21_typeMetaDataInstanceIN3c107complexIfEEEEPKNS_6detail12TypeMetaDataEv

Could you inform us more of the CUDA version , python version and etc. of your runtime env. And BTW, some packages from the requirement's version are different from the option 2, for example, the torch version.

Besides, the pytorch-lightning version is also shows a error of: pl.metrics

I have change the code to

import torchmetrics
self.train_accuracy = torchmetrics.Accuracy()

Then seems fine, But still got the error logs above. Really appreciate it！