无法在Conda UnsatisfiableError消息中找到冲突

2024-03-29 07:02:31 发布

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试图在Docker的conda中安装Pytork,但出现了不满意的错误。但是,我在错误消息中找不到任何实际冲突,或者我可能无法正确理解它。使用的Docker映像是nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04。如果我不指定要安装的pytorch版本,就不会有问题。但我确实需要这个版本的pytorch来编写一些遗留代码。你知道吗

下面是conda命令和错误消息。你知道吗

(Python3.6) root@0cb9aad73116:/# conda install -c pytorch pytorch=0.3.1
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: |
Found conflicts! Looking for incompatible packages.
This can take several minutes.  Press CTRL-C to abort.
failed

UnsatisfiableError: The following specifications were found to be incompatible with each other:



Package libgcc-ng conflicts for:
python==3.6.9 -> libgcc-ng[version='>=7.3.0']
zlib -> libgcc-ng[version='>=7.2.0|>=7.3.0']
tk -> libgcc-ng[version='>=7.2.0|>=7.3.0']
xz -> libgcc-ng[version='>=7.2.0']
pytorch=0.3.1 -> libgcc-ng[version='>=5.4.0']
libedit -> libgcc-ng[version='>=7.2.0|>=7.3.0']
libffi -> libgcc-ng[version='>=7.2.0']
ncurses -> libgcc-ng[version='>=7.2.0|>=7.3.0']
sqlite -> libgcc-ng[version='>=7.2.0|>=7.3.0']
readline -> libgcc-ng[version='>=7.2.0|>=7.3.0']
openssl -> libgcc-ng[version='>=7.2.0|>=7.3.0']
Package libstdcxx-ng conflicts for:
ncurses -> libstdcxx-ng[version='>=7.2.0|>=7.3.0']
pytorch=0.3.1 -> libstdcxx-ng[version='>=5.4.0']
python==3.6.9 -> libstdcxx-ng[version='>=7.3.0']
libffi -> libstdcxx-ng[version='>=7.2.0']
Package xz conflicts for:
python==3.6.9 -> xz[version='>=5.2.4,<6.0a0']
Package cudnn conflicts for:
pytorch=0.3.1 -> cudnn[version='7.0.*|>=7.0.5,<=8.0a0']
Package nccl conflicts for:
pytorch=0.3.1 -> nccl[version='<2']
Package setuptools conflicts for:
wheel -> setuptools
pip -> setuptools
Package zlib conflicts for:
tk -> zlib[version='>=1.2.11,<1.3.0a0']
python==3.6.9 -> zlib[version='>=1.2.11,<1.3.0a0']
Package ca-certificates conflicts for:
openssl -> ca-certificates
Package libffi conflicts for:
python==3.6.9 -> libffi[version='>=3.2.1,<4.0a0']
Package cudatoolkit conflicts for:
pytorch=0.3.1 -> cudatoolkit[version='8.*|8.0.*']
Package _libgcc_mutex conflicts for:
libgcc-ng -> _libgcc_mutex=[build=main]
Package numpy conflicts for:
pytorch=0.3.1 -> numpy[version='>=1.11|>=1.11.3,<2.0a0']
Package openssl conflicts for:
python==3.6.9 -> openssl[version='>=1.1.1c,<1.1.2a']
Package libedit conflicts for:
sqlite -> libedit[version='>=3.1.20170329,<3.2.0a0|>=3.1.20181209,<3.2.0a0']
Package ncurses conflicts for:
python==3.6.9 -> ncurses[version='>=6.1,<7.0a0']
readline -> ncurses[version='6.0.*|>=6.0,<7.0a0|>=6.1,<7.0a0']
libedit -> ncurses[version='6.0.*|>=6.1,<7.0a0']
Package cffi conflicts for:
pytorch=0.3.1 -> cffi
Package sqlite conflicts for:
python==3.6.9 -> sqlite[version='>=3.29.0,<4.0a0']
Package * conflicts for:
pytorch=0.3.1 -> *[track_features=cuda90]
Package tk conflicts for:
python==3.6.9 -> tk[version='>=8.6.8,<8.7.0a0']
Package wheel conflicts for:
pip -> wheel
Package certifi conflicts for:
setuptools -> certifi[version='>=2016.09|>=2016.9.26']
Package mkl conflicts for:
pytorch=0.3.1 -> mkl[version='>=2018|>=2018.0.2,<2019.0a0']
Package readline conflicts for:
python==3.6.9 -> readline[version='>=7.0,<8.0a0']
Package pip conflicts for:
python==3.6.9 -> pip

安装的程序包

(Python3.6) root@0cb9aad73116:/# conda list
# packages in environment at /opt/conda/envs/Python3.6:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main
ca-certificates           2019.11.27                    0
certifi                   2019.11.28               py36_0
libedit                   3.1.20181209         hc058e9b_0
libffi                    3.2.1                hd88cf55_4
libgcc-ng                 9.1.0                hdf63c60_0
libstdcxx-ng              9.1.0                hdf63c60_0
ncurses                   6.1                  he6710b0_1
openssl                   1.1.1d               h7b6447c_3
pip                       19.3.1                   py36_0
python                    3.6.9                h265db76_0
readline                  7.0                  h7b6447c_5
setuptools                42.0.2                   py36_0
sqlite                    3.30.1               h7b6447c_0
tk                        8.6.8                hbc83047_0
wheel                     0.33.6                   py36_0
xz                        5.2.4                h14c3975_4
zlib                      1.2.11               h7b6447c_3

如果使用Docker image continuumio/miniconda3:4.7.12,同样的错误仍然存在。你知道吗


Tags: packageforenvironmentversionwithpytorchnga0
1条回答
网友
1楼 · 发布于 2024-03-29 07:02:31
docker run -it nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04 bash
apt-get update
apt install wget -y
wget https://repo.continuum.io/archive/Anaconda3-4.3.0-Linux-x86_64.sh 
bash Anaconda3-4.3.0-Linux-x86_64.sh
[Enter]
yes
[Enter]
yes
. /root/.bashrc
conda install mkl
y
conda install -c pytorch pytorch=0.3.1
y
conda list|grep pytorch

pytorch 0.3.1 py36\ cuda8.0.61\ cudnn7.1.2\ U 3 pytorch

root@dacfe958940b:/# bash (base) root@dacfe958940b:/# python Python 3.6.3 |Anaconda custom (64-bit)| (default, Oct 13 2017, 12:02:49) [GCC 7.2.0] on linux Type "help", "copyright", "credits" or "license" for more information. import torch print(torch.__version__) 0.3.1.post3

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