linux 安装报错

[GDbbq]

nvidia1080ti cuda10.2 paddle-gpu 2.4.2 安装报错 (paddle) [root@plp-algorithm01 Paddle3D]# pip install -e . Obtaining file:///data/linjiahui/projects/Paddle3D Preparing metadata (setup.py) ... error error: subprocess-exited-with-error

× python setup.py egg_info did not run successfully. │ exit code: 1 ╰─> [85 lines of output] /root/anaconda3/envs/paddle/lib/python3.8/site-packages/sklearn/utils/multiclass.py:13: DeprecationWarning: Please use spmatrix from the scipy.sparse namespace, the scipy.sparse.base namespace is deprecated. from scipy.sparse.base import spmatrix 2023-05-18 09:15:29,717 - WARNING - No custom op iou3d_nms_cuda found, try JIT build gcc: 错误：unrecognized command line option ‘-std=c++14’ /root/anaconda3/envs/paddle/lib/python3.8/site-packages/paddle/utils/cpp_extension/extension_utils.py:1214: UserWarning: ********************************** * ABI Compatibility WARNING * **********************************

  !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
  
  Found that your compiler (g++ == 4.8.5) may be ABI-incompatible with pre-installed Paddle!
  Please use compiler that is ABI-compatible with GCC >= 5.4 (Recommended 8.2).
  
  See https://gcc.gnu.org/onlinedocs/libstdc++/manual/abi.html for ABI Compatibility
  information
  
  !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
  
    warnings.warn(
  error: command '/usr/bin/gcc' failed with exit code 1
  2023-05-18 09:15:31,885 -    ERROR - iou3d_nms_cuda builded fail!
  Traceback (most recent call last):
    File "/data/linjiahui/projects/Paddle3D/paddle3d/ops/__init__.py", line 168, in _load_module
      self.module = importlib.import_module(self.modulename)
    File "/root/anaconda3/envs/paddle/lib/python3.8/importlib/__init__.py", line 127, in import_module
      return _bootstrap._gcd_import(name[level:], package, level)
    File "<frozen importlib._bootstrap>", line 1014, in _gcd_import
    File "<frozen importlib._bootstrap>", line 991, in _find_and_load
    File "<frozen importlib._bootstrap>", line 973, in _find_and_load_unlocked
  ModuleNotFoundError: No module named 'iou3d_nms_cuda'
  
  During handling of the above exception, another exception occurred:
  
  Traceback (most recent call last):
    File "/root/anaconda3/envs/paddle/lib/python3.8/site-packages/paddle/utils/cpp_extension/extension_utils.py", line 1152, in run_cmd
      return subprocess.check_call(command, shell=True, stdout=DEVNULL)
    File "/root/anaconda3/envs/paddle/lib/python3.8/subprocess.py", line 364, in check_call
      raise CalledProcessError(retcode, cmd)
  subprocess.CalledProcessError: Command 'cd /root/.cache/paddle_extensions && /root/anaconda3/envs/paddle/bin/python iou3d_nms_cuda_setup.py build' returned non-zero exit status 1.
  
  During handling of the above exception, another exception occurred:
  
  Traceback (most recent call last):
    File "<string>", line 2, in <module>
    File "<pip-setuptools-caller>", line 34, in <module>
    File "/data/linjiahui/projects/Paddle3D/setup.py", line 20, in <module>
      import paddle3d
    File "/data/linjiahui/projects/Paddle3D/paddle3d/__init__.py", line 28, in <module>
      from . import datasets, models, transforms
    File "/data/linjiahui/projects/Paddle3D/paddle3d/datasets/__init__.py", line 16, in <module>
      from .kitti import KittiDepthDataset, KittiMonoDataset, KittiPCDataset
    File "/data/linjiahui/projects/Paddle3D/paddle3d/datasets/kitti/__init__.py", line 15, in <module>
      from .kitti_depth_det import KittiDepthDataset
    File "/data/linjiahui/projects/Paddle3D/paddle3d/datasets/kitti/kitti_depth_det.py", line 26, in <module>
      import paddle3d.transforms as T
    File "/data/linjiahui/projects/Paddle3D/paddle3d/transforms/__init__.py", line 19, in <module>
      from paddle3d.transforms.reader import *
    File "/data/linjiahui/projects/Paddle3D/paddle3d/transforms/reader.py", line 30, in <module>
      from paddle3d.models.detection.bevfusion.utils import generate_guassian_depth_target, map_pointcloud_to_image
    File "/data/linjiahui/projects/Paddle3D/paddle3d/models/__init__.py", line 18, in <module>
      from .heads import *
    File "/data/linjiahui/projects/Paddle3D/paddle3d/models/heads/__init__.py", line 16, in <module>
      from .dense_heads import *
    File "/data/linjiahui/projects/Paddle3D/paddle3d/models/heads/dense_heads/__init__.py", line 15, in <module>
      from .anchor3d_head import *
    File "/data/linjiahui/projects/Paddle3D/paddle3d/models/heads/dense_heads/anchor3d_head.py", line 23, in <module>
      from paddle3d.models.detection.bevfusion.utils import box3d_multiclass_nms
    File "/data/linjiahui/projects/Paddle3D/paddle3d/models/detection/bevfusion/utils.py", line 23, in <module>
      from paddle3d.ops.iou3d_nms_cuda import nms_gpu
    File "<frozen importlib._bootstrap>", line 1039, in _handle_fromlist
    File "/data/linjiahui/projects/Paddle3D/paddle3d/ops/__init__.py", line 186, in __getattr__
      module = self._load_module()
    File "/data/linjiahui/projects/Paddle3D/paddle3d/ops/__init__.py", line 172, in _load_module
      self.module = self.jit_build()
    File "/data/linjiahui/projects/Paddle3D/paddle3d/ops/__init__.py", line 159, in jit_build
      return paddle_jit_load(
    File "/root/anaconda3/envs/paddle/lib/python3.8/site-packages/paddle/utils/cpp_extension/cpp_extension.py", line 944, in load
      _jit_compile(file_path, verbose)
    File "/root/anaconda3/envs/paddle/lib/python3.8/site-packages/paddle/utils/cpp_extension/extension_utils.py", line 1113, in _jit_compile
      run_cmd(compile_cmd, verbose)
    File "/root/anaconda3/envs/paddle/lib/python3.8/site-packages/paddle/utils/cpp_extension/extension_utils.py", line 1155, in run_cmd
      raise RuntimeError("Failed to run command: {}, errors: {}".format(
  RuntimeError: Failed to run command: <built-in function compile>, errors: Command 'cd /root/.cache/paddle_extensions && /root/anaconda3/envs/paddle/bin/python iou3d_nms_cuda_setup.py build' returned non-zero exit status 1.
  Compiling user custom op, it will cost a few seconds.....
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip. error: metadata-generation-failed

× Encountered error while generating package metadata. ╰─> See above for output.

note: This is an issue with the package mentioned above, not pip. hint: See above for details.

[GDbbq]

[Xiaolong-RRL]

可能是gcc版本不匹配，可以参考这个解决办法：https://blog.csdn.net/qq_45779334/article/details/123169473

[cxy86121]

可能是cuda的环境变量设置有问题，可以参考https://github.com/PaddlePaddle/Paddle3D/issues/242#issuecomment-1459568371中的环境设置

[warrentdrew]

您好，应该是因为gcc版本较低的原因，建议升级到gcc 8.2或者使用paddle官方docker镜像