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RuntimeError: <unknown> at /opt/project/MinkowskiEngine-0.5.4.1/src/gpu.cu:100 #622

@solemotive

Description

@solemotive

My configuration:

ubuntu20.04
4060
CUDA11.1(NVCC -V)
pytorch1.9.0(or1.10.0) cu11.1

The following error was encountered when running the demo.py:

Traceback (most recent call last):
  File "/opt/project/regtr/src/demo.py", line 196, in <module>
    main()
  File "/opt/project/regtr/src/demo.py", line 182, in main
    outputs = model(data_batch)
  File "/opt/conda/envs/regtr_pytorch1.10.0/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
    return forward_call(*input, **kwargs)
  File "/opt/project/regtr/src/models/regtr.py", line 117, in forward
    kpconv_meta = self.preprocessor(batch['src_xyz'] + batch['tgt_xyz'])
  File "/opt/conda/envs/regtr_pytorch1.10.0/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
    return forward_call(*input, **kwargs)
  File "/opt/project/regtr/src/models/backbone_kpconv/kpconv.py", line 489, in forward
    pool_p, pool_b = batch_grid_subsampling_kpconv_gpu(
  File "/opt/project/regtr/src/models/backbone_kpconv/kpconv.py", line 232, in batch_grid_subsampling_kpconv_gpu
    sparse_tensor = ME.SparseTensor(
  File "/opt/conda/envs/regtr_pytorch1.10.0/lib/python3.8/site-packages/MinkowskiEngine-0.5.4-py3.8-linux-x86_64.egg/MinkowskiEngine/MinkowskiSparseTensor.py", line 271, in __init__
    coordinates, features, coordinate_map_key = self.initialize_coordinates(
  File "/opt/conda/envs/regtr_pytorch1.10.0/lib/python3.8/site-packages/MinkowskiEngine-0.5.4-py3.8-linux-x86_64.egg/MinkowskiEngine/MinkowskiSparseTensor.py", line 334, in initialize_coordinates
    features = spmm_avg.apply(self.inverse_mapping, cols, size, features)
  File "/opt/conda/envs/regtr_pytorch1.10.0/lib/python3.8/site-packages/MinkowskiEngine-0.5.4-py3.8-linux-x86_64.egg/MinkowskiEngine/sparse_matrix_functions.py", line 183, in forward
    result, COO, vals = spmm_average(
  File "/opt/conda/envs/regtr_pytorch1.10.0/lib/python3.8/site-packages/MinkowskiEngine-0.5.4-py3.8-linux-x86_64.egg/MinkowskiEngine/sparse_matrix_functions.py", line 93, in spmm_average
    result, COO, vals = MEB.coo_spmm_average_int32(
RuntimeError: <unknown> at /opt/project/MinkowskiEngine-0.5.4.1/src/gpu.cu:100

Can anyone help me solve it?

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