Got error while installing pytorch

#1

I tried to install pytorch on my radxa 5b+:

pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118

But failed due to an issue with SSL. Upgrading the URLlib3 version to the latest didn’t help. Does anyone know how to fix it?

Full installation log:

(ultralitics-tests) radxa@rock-5b-plus:~/projects/ultralitics-tests$ pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
    Looking in indexes: https://download.pytorch.org/whl/cu118
    Collecting torch
      Downloading https://download.pytorch.org/whl/torch-2.0.1-cp311-cp311-manylinux2014_aarch64.whl (74.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 74.0/74.0 MB 10.3 MB/s eta 0:00:00
    Collecting torchvision
      Downloading https://download.pytorch.org/whl/torchvision-0.17.0-cp311-cp311-linux_aarch64.whl (14.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.0/14.0 MB 23.2 MB/s eta 0:00:00
    Collecting torchaudio
      Downloading https://download.pytorch.org/whl/torchaudio-2.2.0-cp311-cp311-linux_aarch64.whl (1.7 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 2.9 MB/s eta 0:00:00
    Collecting filelock
      Obtaining dependency information for filelock from https://download.pytorch.org/whl/filelock-3.13.1-py3-none-any.whl.metadata
      Downloading https://download.pytorch.org/whl/filelock-3.13.1-py3-none-any.whl.metadata (2.8 kB)
    Collecting typing-extensions
      Obtaining dependency information for typing-extensions from https://download.pytorch.org/whl/typing_extensions-4.12.2-py3-none-any.whl.metadata
      Downloading https://download.pytorch.org/whl/typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB)
    Discarding https://download.pytorch.org/whl/typing_extensions-4.12.2-py3-none-any.whl#sha256=04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d (from https://download.pytorch.org/whl/cu118/typing-extensions/): Requested typing-extensions from https://download.pytorch.org/whl/typing_extensions-4.12.2-py3-none-any.whl#sha256=04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d (from torch) has inconsistent Name: expected 'typing-extensions', but metadata has 'typing_extensions'
      Downloading https://download.pytorch.org/whl/typing_extensions-4.9.0-py3-none-any.whl (32 kB)
    Collecting sympy
      Obtaining dependency information for sympy from https://download.pytorch.org/whl/sympy-1.13.3-py3-none-any.whl.metadata
      Downloading https://download.pytorch.org/whl/sympy-1.13.3-py3-none-any.whl.metadata (12 kB)
    Collecting networkx
      Obtaining dependency information for networkx from https://download.pytorch.org/whl/networkx-3.3-py3-none-any.whl.metadata
      Downloading https://download.pytorch.org/whl/networkx-3.3-py3-none-any.whl.metadata (5.1 kB)
    Collecting jinja2
      Obtaining dependency information for jinja2 from https://download.pytorch.org/whl/Jinja2-3.1.4-py3-none-any.whl.metadata
      Downloading https://download.pytorch.org/whl/Jinja2-3.1.4-py3-none-any.whl.metadata (2.6 kB)
    Discarding https://download.pytorch.org/whl/Jinja2-3.1.4-py3-none-any.whl#sha256=bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d (from https://download.pytorch.org/whl/cu118/jinja2/): Requested jinja2 from https://download.pytorch.org/whl/Jinja2-3.1.4-py3-none-any.whl#sha256=bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d (from torch) has inconsistent Name: expected 'jinja2', but metadata has 'Jinja2'
      Downloading https://download.pytorch.org/whl/Jinja2-3.1.3-py3-none-any.whl (133 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 133.2/133.2 kB 23.4 MB/s eta 0:00:00
    Collecting numpy
      Obtaining dependency information for numpy from https://download.pytorch.org/whl/numpy-2.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata
      Downloading https://download.pytorch.org/whl/numpy-2.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata (62 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 62.0/62.0 kB 7.5 MB/s eta 0:00:00
    Collecting requests
      Downloading https://download.pytorch.org/whl/requests-2.28.1-py3-none-any.whl (62 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 62.8/62.8 kB 6.5 MB/s eta 0:00:00
    Collecting torchvision
      Downloading https://download.pytorch.org/whl/torchvision-0.16.2-cp311-cp311-linux_aarch64.whl (14.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.0/14.0 MB 24.5 MB/s eta 0:00:00
      Downloading https://download.pytorch.org/whl/torchvision-0.16.1-cp311-cp311-linux_aarch64.whl (14.0 MB)
     ━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/14.0 MB 42.3 MB/s eta 0:00:01
    ERROR: Exception:
    Traceback (most recent call last):
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/urllib3/response.py", line 438, in _error_catcher
    yield
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/urllib3/response.py", line 561, in read
    data = self._fp_read(amt) if not fp_closed else b""
           ^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/urllib3/response.py", line 527, in _fp_read
    return self._fp.read(amt) if amt is not None else self._fp.read()
           ^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/cachecontrol/filewrapper.py", line 90, in read
    data = self.__fp.read(amt)
           ^^^^^^^^^^^^^^^^^^^
      File "/usr/lib/python3.11/http/client.py", line 465, in read
    s = self.fp.read(amt)
        ^^^^^^^^^^^^^^^^^
      File "/usr/lib/python3.11/socket.py", line 706, in readinto
    return self._sock.recv_into(b)
           ^^^^^^^^^^^^^^^^^^^^^^^
      File "/usr/lib/python3.11/ssl.py", line 1311, in recv_into
    return self.read(nbytes, buffer)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/usr/lib/python3.11/ssl.py", line 1167, in read
    return self._sslobj.read(len, buffer)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    ssl.SSLError: [SSL: DECRYPTION_FAILED_OR_BAD_RECORD_MAC] decryption failed or bad record mac (_ssl.c:2546)

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last):
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/cli/base_command.py", line 160, in exc_logging_wrapper
    status = run_func(*args)
             ^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/cli/req_command.py", line 247, in wrapper
    return func(self, options, args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/commands/install.py", line 419, in run
    requirement_set = resolver.resolve(
                      ^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/resolver.py", line 92, in resolve
    result = self._result = resolver.resolve(
                            ^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/resolvelib/resolvers.py", line 481, in resolve
    state = resolution.resolve(requirements, max_rounds=max_rounds)
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/resolvelib/resolvers.py", line 373, in resolve
    failure_causes = self._attempt_to_pin_criterion(name)
                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/resolvelib/resolvers.py", line 211, in _attempt_to_pin_criterion
    for candidate in criterion.candidates:
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 143, in <genexpr>
    return (c for c in iterator if id(c) not in self._incompatible_ids)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 47, in _iter_built
    candidate = func()
                ^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/factory.py", line 206, in _make_candidate_from_link
    self._link_candidate_cache[link] = LinkCandidate(
                                       ^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 297, in __init__
    super().__init__(
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 162, in __init__
    self.dist = self._prepare()
                ^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 231, in _prepare
    dist = self._prepare_distribution()
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 308, in _prepare_distribution
    return preparer.prepare_linked_requirement(self._ireq, parallel_builds=True)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/operations/prepare.py", line 491, in prepare_linked_requirement
    return self._prepare_linked_requirement(req, parallel_builds)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/operations/prepare.py", line 536, in _prepare_linked_requirement
    local_file = unpack_url(
                 ^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/operations/prepare.py", line 166, in unpack_url
    file = get_http_url(
           ^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/operations/prepare.py", line 107, in get_http_url
    from_path, content_type = download(link, temp_dir.path)
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/network/download.py", line 147, in __call__
    for chunk in chunks:
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/cli/progress_bars.py", line 53, in _rich_progress_bar
    for chunk in iterable:
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_internal/network/utils.py", line 63, in response_chunks
    for chunk in response.raw.stream(
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/urllib3/response.py", line 622, in stream
    data = self.read(amt=amt, decode_content=decode_content)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/urllib3/response.py", line 560, in read
    with self._error_catcher():
      File "/usr/lib/python3.11/contextlib.py", line 155, in __exit__
    self.gen.throw(typ, value, traceback)
      File "/home/radxa/projects/ultralitics-tests/lib/python3.11/site-packages/pip/_vendor/urllib3/response.py", line 449, in _error_catcher
    raise SSLError(e)
    pip._vendor.urllib3.exceptions.SSLError: [SSL: DECRYPTION_FAILED_OR_BAD_RECORD_MAC] decryption failed or bad record mac (_ssl.c:2546)

My OS version:

Linux rock-5b-plus 6.1.84-1-rk2410 #3bf163742 SMP Wed Nov 27 03:24:46 UTC 2024 aarch64 GNU/Linux

Python version from virtualenv:

Python 3.11.2 (main, Nov 30 2024, 21:22:50) [GCC 12.2.0] on linux
#2

Hi @morgan, can you please help @dengolius ?

#3

Hi @dengolius,

It looks like the issue you’re encountering is related to SSL, which may be caused by a network problem. Please upgrade pip first and try again.

In the meantime, you can install the CPU version of PyTorch instead — the CUDA version is only needed if you’re using an NVIDIA GPU.
Here’s the command for installing the CPU version:

pip3 install --upgrade pip
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu

For reference, here is my installation log on a Rock 5B+ running kernel version 6.1.84-1-rk2410:

(.venv) rock@rock-5b-plus:~/venv$ pip3 install --upgrade pip
Looking in indexes: https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
Requirement already satisfied: pip in ./.venv/lib/python3.11/site-packages (23.0.1)
Collecting pip
  Downloading https://mirrors.tuna.tsinghua.edu.cn/pypi/web/packages/29/a2/d40fb2460e883eca5199c62cfc2463fd261f760556ae6290f88488c362c0/pip-25.1.1-py3-none-any.whl (1.8 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 6.2 MB/s eta 0:00:00
Installing collected packages: pip
  Attempting uninstall: pip
    Found existing installation: pip 23.0.1
    Uninstalling pip-23.0.1:
      Successfully uninstalled pip-23.0.1
Successfully installed pip-25.1.1
(.venv) rock@rock-5b-plus:~/venv$ pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
Looking in indexes: https://download.pytorch.org/whl/cu118
Collecting torch
  Downloading https://download.pytorch.org/whl/torch-2.0.1-cp311-cp311-manylinux2014_aarch64.whl (74.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 74.0/74.0 MB 12.5 MB/s eta 0:00:00
Collecting torchvision
  Downloading https://download.pytorch.org/whl/torchvision-0.17.0-cp311-cp311-linux_aarch64.whl (14.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.0/14.0 MB 7.5 MB/s eta 0:00:00
Collecting torchaudio
  Downloading https://download.pytorch.org/whl/torchaudio-2.2.0-cp311-cp311-linux_aarch64.whl (1.7 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 412.8 kB/s eta 0:00:00
Collecting filelock (from torch)
  Downloading https://download.pytorch.org/whl/filelock-3.13.1-py3-none-any.whl.metadata (2.8 kB)
Collecting typing-extensions (from torch)
  Downloading https://download.pytorch.org/whl/typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB)
Collecting sympy (from torch)
  Downloading https://download.pytorch.org/whl/sympy-1.13.3-py3-none-any.whl.metadata (12 kB)
Collecting networkx (from torch)
  Downloading https://download.pytorch.org/whl/networkx-3.3-py3-none-any.whl.metadata (5.1 kB)
Collecting jinja2 (from torch)
  Downloading https://download.pytorch.org/whl/Jinja2-3.1.4-py3-none-any.whl.metadata (2.6 kB)
Collecting numpy (from torchvision)
  Downloading https://download.pytorch.org/whl/numpy-2.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata (62 kB)
Collecting requests (from torchvision)
  Downloading https://download.pytorch.org/whl/requests-2.28.1-py3-none-any.whl (62 kB)
INFO: pip is looking at multiple versions of torchvision to determine which version is compatible with other requirements. This could take a while.
Collecting torchvision
  Downloading https://download.pytorch.org/whl/torchvision-0.16.2-cp311-cp311-linux_aarch64.whl (14.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.0/14.0 MB 8.6 MB/s eta 0:00:00
  Downloading https://download.pytorch.org/whl/torchvision-0.16.1-cp311-cp311-linux_aarch64.whl (14.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.0/14.0 MB 6.8 MB/s eta 0:00:00
  Downloading https://download.pytorch.org/whl/torchvision-0.16.0-cp311-cp311-linux_aarch64.whl (14.1 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.1/14.1 MB 8.0 MB/s eta 0:00:00
  Downloading https://download.pytorch.org/whl/torchvision-0.15.2-cp311-cp311-manylinux2014_aarch64.whl (1.2 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 2.0 MB/s eta 0:00:00
Collecting pillow!=8.3.*,>=5.3.0 (from torchvision)
  Downloading https://download.pytorch.org/whl/pillow-11.0.0-cp311-cp311-manylinux_2_28_aarch64.whl.metadata (9.1 kB)
INFO: pip is looking at multiple versions of torchaudio to determine which version is compatible with other requirements. This could take a while.
Collecting torchaudio
  Downloading https://download.pytorch.org/whl/torchaudio-2.1.2-cp311-cp311-linux_aarch64.whl (1.6 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.6/1.6 MB 1.6 MB/s eta 0:00:00
  Downloading https://download.pytorch.org/whl/torchaudio-2.1.1-cp311-cp311-linux_aarch64.whl (1.6 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.6/1.6 MB 2.7 MB/s eta 0:00:00
  Downloading https://download.pytorch.org/whl/torchaudio-2.1.0-cp311-cp311-linux_aarch64.whl (1.6 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.6/1.6 MB 2.4 MB/s eta 0:00:00
  Downloading https://download.pytorch.org/whl/torchaudio-2.0.2-cp311-cp311-manylinux2014_aarch64.whl (4.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.0/4.0 MB 3.9 MB/s eta 0:00:00
Collecting MarkupSafe>=2.0 (from jinja2->torch)
  Downloading https://download.pytorch.org/whl/MarkupSafe-2.1.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (29 kB)
Collecting charset-normalizer<3,>=2 (from requests->torchvision)
  Downloading https://download.pytorch.org/whl/charset_normalizer-2.1.1-py3-none-any.whl (39 kB)
Collecting idna<4,>=2.5 (from requests->torchvision)
  Downloading https://download.pytorch.org/whl/idna-3.4-py3-none-any.whl (61 kB)
Collecting urllib3<1.27,>=1.21.1 (from requests->torchvision)
  Downloading https://download.pytorch.org/whl/urllib3-1.26.13-py2.py3-none-any.whl (140 kB)
Collecting certifi>=2017.4.17 (from requests->torchvision)
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Best regards,
Morgan