'Weird `glibc==2.17` conflict when trying to conda install tensorflow 1.4.1
I'm trying to create a new conda enviornment with tensorflow (GPU), version 1.4.1 with the following command conda create -n parsim_1.4.1 python=3 tensorflow-gpu=1.4.1.
However, it prints a weird conflict:
$ conda create -n parsim_1.4.1 python=3 tensorflow-gpu=1.4.1
Collecting package metadata (current_repodata.json): done
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
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:
Output in format: Requested package -> Available versions
Package python conflicts for:
python=3
tensorflow-gpu=1.4.1 -> tensorflow-gpu-base==1.4.1 -> python[version='>=2.7,<2.8.0a0|>=3.5,<3.6.0a0|>=3.6,<3.7.0a0']The following specifications were found to be incompatible with your system:
- feature:/linux-64::__glibc==2.17=0
- python=3 -> libgcc-ng[version='>=9.3.0'] -> __glibc[version='>=2.17']
Your installed version is: 2.17
My OS is CentOS7, and
$ uname -a
Linux cpu-s-master 3.10.0-1160.42.2.el7.x86_64 #1 SMP Tue Sep 7 14:49:57 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux
What's wrong here? How can I fix it?
EDIT
Thanks to @merv's comment, I've tried with Mamba, and indeed it gave better error message (and much much faster). If anyone's interested, that's the command that successfully installed my required versions:
mamba create -n parsim python=3 "tensorflow-gpu=1.4" pillow opencv -c shuangnan -c anaconda
Solution 1:[1]
Conda's error reporting isn't always helpful. Mamba is sometimes better, and in this particular case it gives:
Looking for: ['python=3', 'tensorflow-gpu=1.4.1']
conda-forge/linux-64 Using cache
conda-forge/noarch Using cache
pkgs/main/linux-64 No change
pkgs/main/noarch No change
pkgs/r/linux-64 No change
pkgs/r/noarch No change
Encountered problems while solving:
- nothing provides cudatoolkit 8.0.* needed by tensorflow-gpu-base-1.4.1-py27h01caf0a_0
Even here, that py27 in the build string is weird, but it at least directs us to cudatoolkit 8.0, which is no longer hosted in the main channel. Instead, you need to include the free channel. The following works for me:
$ CONDA_SUBDIR=linux-64 CONDA_CHANNEL_PRIORITY=flexible \
mamba create -n foo \
-c anaconda -c free \
python=3 tensorflow-gpu=1.4.1
__ __ __ __
/ \ / \ / \ / \
/ \/ \/ \/ \
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/ / \ / \ / \ / \ \____
/ / \_/ \_/ \_/ \ o \__,
/ _/ \_____/ `
|/
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mamba (0.21.1) supported by @QuantStack
GitHub: https://github.com/mamba-org/mamba
Twitter: https://twitter.com/QuantStack
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Looking for: ['python=3', 'tensorflow-gpu=1.4.1']
anaconda/linux-64 Using cache
anaconda/noarch Using cache
conda-forge/linux-64 Using cache
conda-forge/noarch Using cache
pkgs/main/noarch No change
pkgs/main/linux-64 No change
pkgs/r/linux-64 No change
pkgs/r/noarch No change
free/linux-64 No change
free/noarch No change
Transaction
Prefix: /Users/mfansler/miniconda3/envs/foo
Updating specs:
- python=3
- tensorflow-gpu=1.4.1
Package Version Build Channel Size
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Install:
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+ blas 1.0 openblas anaconda/linux-64 49kB
+ bleach 1.5.0 py36_0 free/linux-64 22kB
+ ca-certificates 2020.10.14 0 anaconda/linux-64 131kB
+ certifi 2020.6.20 py36_0 anaconda/linux-64 163kB
+ cudatoolkit 8.0 3 free/linux-64 338MB
+ cudnn 7.1.3 cuda8.0_0 anaconda/linux-64 241MB
+ html5lib 0.9999999 py36_0 free/linux-64 181kB
+ importlib-metadata 2.0.0 py_1 anaconda/noarch 36kB
+ ld_impl_linux-64 2.33.1 h53a641e_7 anaconda/linux-64 660kB
+ libedit 3.1.20191231 h14c3975_1 anaconda/linux-64 124kB
+ libffi 3.3 he6710b0_2 anaconda/linux-64 55kB
+ libgcc-ng 9.1.0 hdf63c60_0 anaconda/linux-64 8MB
+ libgfortran-ng 7.3.0 hdf63c60_0 anaconda/linux-64 1MB
+ libopenblas 0.3.10 h5a2b251_0 anaconda/linux-64 8MB
+ libprotobuf 3.13.0.1 hd408876_0 anaconda/linux-64 2MB
+ libstdcxx-ng 9.1.0 hdf63c60_0 anaconda/linux-64 4MB
+ markdown 3.3.2 py36_0 anaconda/linux-64 126kB
+ ncurses 6.2 he6710b0_1 anaconda/linux-64 1MB
+ numpy 1.19.1 py36h30dfecb_0 anaconda/linux-64 21kB
+ numpy-base 1.19.1 py36h75fe3a5_0 anaconda/linux-64 5MB
+ openssl 1.1.1h h7b6447c_0 anaconda/linux-64 4MB
+ pip 20.2.4 py36_0 anaconda/linux-64 2MB
+ protobuf 3.13.0.1 py36he6710b0_1 anaconda/linux-64 715kB
+ python 3.6.12 hcff3b4d_2 anaconda/linux-64 36MB
+ readline 8.0 h7b6447c_0 anaconda/linux-64 438kB
+ setuptools 50.3.0 py36hb0f4dca_1 anaconda/linux-64 913kB
+ six 1.15.0 py_0 anaconda/noarch 13kB
+ sqlite 3.33.0 h62c20be_0 anaconda/linux-64 2MB
+ tensorflow-gpu 1.4.1 0 anaconda/linux-64 3kB
+ tensorflow-gpu-base 1.4.1 py36h01caf0a_0 anaconda/linux-64 119MB
+ tensorflow-tensorboard 1.5.1 py36hf484d3e_1 anaconda/linux-64 3MB
+ tk 8.6.10 hbc83047_0 anaconda/linux-64 3MB
+ werkzeug 1.0.1 py_0 anaconda/noarch 249kB
+ wheel 0.35.1 py_0 anaconda/noarch 37kB
+ xz 5.2.5 h7b6447c_0 anaconda/linux-64 449kB
+ zipp 3.3.1 py_0 anaconda/noarch 12kB
+ zlib 1.2.11 h7b6447c_3 anaconda/linux-64 122kB
Summary:
Install: 37 packages
Total download: 784MB
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Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | merv |