“无法加载本机 TensorFlow 运行时。” 使用 rocm 导入 tensorflow 时出错

Question

我有兴趣学习 tensorflow 和 pycharm，用于一些带有 amd 系统（r5 3600x，rx 5700xt）的项目。 After realizing I was only going to get this to work with my gpu if I installed linux, I installed ubuntu 18.04 to dualboot with Windows 10, since it looked like the most supported for rocm. 我按照这里的教程进行操作，只是我没有制作虚拟环境。 https://www.videogames.ai/Install-ROCM-Machine-Learning-AMD-GPU当输入sudo apt install rocm-libs miopen-hip cxlactivitylogger时，它说它找不到 package cxlactivitylogger，在作者的评论中，说他会研究它，但没有必要安装tensorflow，所以我忽略了它。 I then opened up pycharm, the tensorflow package wouldn't detect so I installed tensorflow-rocm again in pycharm just to make sure, but it gives me this error whenever I try to import it in pycharm or in the terminal.

    Traceback (most recent call last):
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "/usr/lib/python3.6/imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "/usr/lib/python3.6/imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: librccl.so.1: cannot open shared object file: No such file or directory

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/waiai/PycharmProjects/app/main.py", line 1, in <module>
    import tensorflow
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow/__init__.py", line 101, in <module>
    from tensorflow_core import *
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/__init__.py", line 40, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow/__init__.py", line 50, in __getattr__
    module = self._load()
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow/__init__.py", line 44, in _load
    module = _importlib.import_module(self.__name__)
  File "/usr/lib/python3.6/importlib/__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/home/waiai/PycharmProjects/app/venv/lib/python3.6/site-packages/tensorflow_core/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "/usr/lib/python3.6/imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "/usr/lib/python3.6/imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: librccl.so.1: cannot open shared object file: No such file or directory


Failed to load the native TensorFlow runtime.

See https://www.tensorflow.org/install/errors

for some common reasons and solutions.  Include the entire stack trace
above this error message when asking for help.

我对 linux 没有经验，所以这一切都让我头疼，在此之前我尝试安装 pytorch，但我遇到了类似的错误，所以我决定尝试 Z2C39BC19B761AC36DC046245D1D4。 如果有人能打扰我的手，将不胜感激，在此先感谢。

Answer 1

固定，我安装了 rccl

sudo apt install rccl