conda install conda-forge::tensorflow-gpu
Closed this issue · 4 comments
Your question:
In the conda environment, use the following command to install tensorflow:
conda install conda-forge::tensorflow-gpu==2.15.0
Run: import tensorflow as tf
Report an error:
import tensorflow as tf
Traceback (most recent call last):
Cell In[1], line 1
import tensorflow as tf
File ~/Software/Miniconda3/envs/DLC/lib/python3.11/site-packages/tensorflow/init.py:40
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File ~/Software/Miniconda3/envs/DLC/lib/python3.11/site-packages/tensorflow/python/pywrap_tensorflow.py:34
self_check.preload_check()
File ~/Software/Miniconda3/envs/DLC/lib/python3.11/site-packages/tensorflow/python/platform/self_check.py:63 in preload_check
from tensorflow.python.platform import _pywrap_cpu_feature_guard
ImportError: /home/hhh/Software/Miniconda3/envs/DLC/lib/python3.11/site-packages/tensorflow/python/platform/../../libtensorflow_framework.so.2: undefined symbol: _ZTIN6snappy4SinkE
How to solve?
Thank you.
All packages in the environment should be sourced from conda-forge channel.
It's from the conda-forge channel.
(tf2) hhh@hhh49:~$ conda list
# packages in environment at /home/hhh/Software/Miniconda3/envs/tf2:
#
# Name Version Build Channel
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_gnu conda-forge
absl-py 1.4.0 py311h06a4308_0
aiohttp 3.9.3 py311h5eee18b_0
aiosignal 1.2.0 pyhd3eb1b0_0
astunparse 1.6.3 py_0
attrs 23.1.0 py311h06a4308_0
blas 1.0 openblas
blinker 1.6.2 py311h06a4308_0
brotli-python 1.0.9 py311h6a678d5_7
bzip2 1.0.8 h5eee18b_5
c-ares 1.28.1 hd590300_0 conda-forge
ca-certificates 2024.3.11 h06a4308_0
cachetools 4.2.2 pyhd3eb1b0_0
certifi 2024.2.2 py311h06a4308_0
cffi 1.16.0 py311h5eee18b_0
charset-normalizer 2.0.4 pyhd3eb1b0_0
click 8.1.7 py311h06a4308_0
cryptography 42.0.5 py311hdda0065_0
cuda-crt-tools 12.3.107 ha770c72_0 conda-forge
cuda-cudart 12.3.101 hd3aeb46_1 conda-forge
cuda-cudart_linux-64 12.3.101 h59595ed_1 conda-forge
cuda-nvcc-tools 12.3.107 hd3aeb46_0 conda-forge
cuda-nvrtc 12.3.107 hd3aeb46_1 conda-forge
cuda-nvtx 12.3.101 h59595ed_0 conda-forge
cuda-nvvm-tools 12.3.107 h59595ed_0 conda-forge
cuda-version 12.3 h55a0123_2
cudnn 8.9.7.29 h092f7fd_3 conda-forge
flatbuffers 23.5.26 h59595ed_1 conda-forge
frozenlist 1.4.0 py311h5eee18b_0
gast 0.5.3 pyhd3eb1b0_0
giflib 5.2.1 h5eee18b_3
google-auth 2.22.0 py311h06a4308_0
google-auth-oauthlib 0.5.2 py311h06a4308_0
google-pasta 0.2.0 pyhd3eb1b0_0
grpcio 1.59.3 py311ha6695c7_0 conda-forge
h5py 3.9.0 py311hdd6beaf_0
hdf5 1.12.1 h2b7332f_3
icu 73.2 h59595ed_0 conda-forge
idna 3.4 py311h06a4308_0
keras 2.15.0 pyhd8ed1ab_0 conda-forge
krb5 1.20.1 h143b758_1
ld_impl_linux-64 2.38 h1181459_1
libabseil 20230802.1 cxx17_h59595ed_0 conda-forge
libcublas 12.3.4.1 hd3aeb46_1 conda-forge
libcufft 11.0.12.1 hd3aeb46_1 conda-forge
libcurand 10.3.4.107 hd3aeb46_1 conda-forge
libcurl 8.5.0 h251f7ec_0
libcusolver 11.5.4.101 hd3aeb46_1 conda-forge
libcusparse 12.2.0.103 hd3aeb46_1 conda-forge
libedit 3.1.20230828 h5eee18b_0
libev 4.33 h7f8727e_1
libffi 3.4.4 h6a678d5_0
libgcc-ng 13.2.0 h807b86a_5 conda-forge
libgfortran-ng 11.2.0 h00389a5_1
libgfortran5 11.2.0 h1234567_1
libgomp 13.2.0 h807b86a_5 conda-forge
libgrpc 1.59.3 hd6c4280_0 conda-forge
libjpeg-turbo 3.0.0 hd590300_1 conda-forge
libnghttp2 1.57.0 h2d74bed_0
libnvjitlink 12.3.101 hd3aeb46_1 conda-forge
libopenblas 0.3.21 h043d6bf_0
libpng 1.6.39 h5eee18b_0
libprotobuf 4.24.4 hf27288f_0 conda-forge
libre2-11 2023.09.01 h7a70373_1 conda-forge
libsqlite 3.45.2 h2797004_0 conda-forge
libssh2 1.10.0 hdbd6064_2
libstdcxx-ng 13.2.0 h7e041cc_5 conda-forge
libuuid 1.41.5 h5eee18b_0
libzlib 1.2.13 hd590300_5 conda-forge
markdown 3.4.1 py311h06a4308_0
markupsafe 2.1.3 py311h5eee18b_0
ml_dtypes 0.2.0 py311ha02d727_0
multidict 6.0.4 py311h5eee18b_0
nccl 2.20.5.1 h3a97aeb_0 conda-forge
ncurses 6.4 h6a678d5_0
numpy 1.26.4 py311h24aa872_0
numpy-base 1.26.4 py311hbfb1bba_0
oauthlib 3.2.2 py311h06a4308_0
openssl 3.2.1 hd590300_1 conda-forge
opt_einsum 3.3.0 pyhd3eb1b0_1
packaging 23.2 py311h06a4308_0
pip 23.3.1 py311h06a4308_0
protobuf 4.24.4 py311h46cbc50_0 conda-forge
pyasn1 0.4.8 pyhd3eb1b0_0
pyasn1-modules 0.2.8 py_0
pycparser 2.21 pyhd3eb1b0_0
pyjwt 2.4.0 py311h06a4308_0
pyopenssl 24.0.0 py311h06a4308_0
pysocks 1.7.1 py311h06a4308_0
python 3.11.8 h955ad1f_0
python-flatbuffers 24.3.25 pyh59ac667_0 conda-forge
python_abi 3.11 2_cp311 conda-forge
re2 2023.09.01 h7f4b329_1 conda-forge
readline 8.2 h5eee18b_0
requests 2.31.0 py311h06a4308_1
requests-oauthlib 1.3.0 py_0
rsa 4.7.2 pyhd3eb1b0_1
setuptools 68.2.2 py311h06a4308_0
six 1.16.0 pyhd3eb1b0_1
snappy 1.1.10 h6a678d5_1
sqlite 3.41.2 h5eee18b_0
tensorboard 2.15.2 pyhd8ed1ab_0 conda-forge
tensorboard-data-server 0.7.0 py311h52d8a92_0
tensorflow 2.15.0 cuda120py311h5cbd639_3 conda-forge
tensorflow-base 2.15.0 cuda120py311h43b5e44_3 conda-forge
tensorflow-estimator 2.15.0 cuda120py311hf663016_3 conda-forge
tensorflow-gpu 2.15.0 cuda120py311hb76ca00_3 conda-forge
termcolor 2.1.0 py311h06a4308_0
tk 8.6.12 h1ccaba5_0
typing_extensions 4.9.0 py311h06a4308_1
tzdata 2024a h04d1e81_0
urllib3 1.26.18 py311h06a4308_0
werkzeug 2.3.8 py311h06a4308_0
wheel 0.41.2 py311h06a4308_0
wrapt 1.14.1 py311h5eee18b_0
xz 5.4.6 h5eee18b_0
yarl 1.9.3 py311h5eee18b_0
zlib 1.2.13 hd590300_5 conda-forge
(tf2) hhh@hhh49:~$ python
Python 3.11.8 (main, Feb 26 2024, 21:39:34) [GCC 11.2.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/hhh/Software/Miniconda3/envs/tf2/lib/python3.11/site-packages/tensorflow/__init__.py", line 40, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/hhh/Software/Miniconda3/envs/tf2/lib/python3.11/site-packages/tensorflow/python/pywrap_tensorflow.py", line 34, in <module>
self_check.preload_check()
File "/home/hhh/Software/Miniconda3/envs/tf2/lib/python3.11/site-packages/tensorflow/python/platform/self_check.py", line 63, in preload_check
from tensorflow.python.platform import _pywrap_cpu_feature_guard
ImportError: /home/hhh/Software/Miniconda3/envs/tf2/lib/python3.11/site-packages/tensorflow/python/platform/../../libtensorflow_framework.so.2: undefined symbol: _ZTIN6snappy4SinkE
>>> exit()
half your packages are coming from the default channel for which the text is "hidden".
if the following command works:
conda create --name tf2cf --channel conda-forge --override-channels tensorflow-gpu=2.15.0 python=3.11
and you can activate and run the environment then the conda-forge package "works".
We cannot really support mixed channel configurations.
conda create --name tf2cf --channel conda-forge --override-channels tensorflow-gpu=2.15.0 python=3.11
This command is OK.
Thanks for your reply!