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can't access GPU with tensorflow-gpu 1.8.0-h7b35bdc_0 #9747

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lebedov opened this issue Jul 12, 2018 · 2 comments
Closed

can't access GPU with tensorflow-gpu 1.8.0-h7b35bdc_0 #9747

lebedov opened this issue Jul 12, 2018 · 2 comments

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@lebedov
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@lebedov lebedov commented Jul 12, 2018

Actual Behavior

I tried accessing an NVIDIA Quadro M2200 GPU I have in my system with tensorflow-gpu 1.8.0-h7b35bdc_0; however, it doesn't seem to be detected when I run the following code:

import tensorflow as tf
sess = tf.Session(config=tf.ConfigProto(log_device_placement=True))
2018-07-11 23:47:49.707014: I tensorflow/core/platform/cpu_feature_guard.cc:140] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2018-07-11 23:47:49.707880: I tensorflow/core/common_runtime/direct_session.cc:284] Device mapping: Device mapping: no known devices.

Expected Behavior

The above Python code should return something similar to the following (which is what I get when tensorflow-gpu 1.7.0 was installed):

2018-07-11 23:47:14.807787: I tensorflow/core/platform/cpu_feature_guard.cc:140] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2018-07-11 23:47:15.329984: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:898] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2018-07-11 23:47:15.330454: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1344] Found device 0 with properties: 
name: Quadro M2200 major: 5 minor: 2 memoryClockRate(GHz): 1.036
pciBusID: 0000:01:00.0
totalMemory: 3.95GiB freeMemory: 3.90GiB
2018-07-11 23:47:15.330468: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1423] Adding visible gpu devices: 0
2018-07-11 23:47:15.560098: I tensorflow/core/common_runtime/gpu/gpu_device.cc:911] Device interconnect StreamExecutor with strength 1 edge matrix:
2018-07-11 23:47:15.560124: I tensorflow/core/common_runtime/gpu/gpu_device.cc:917]      0 
2018-07-11 23:47:15.560130: I tensorflow/core/common_runtime/gpu/gpu_device.cc:930] 0:   N 
2018-07-11 23:47:15.560284: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1041] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 3639 MB memory) -> physical GPU (device: 0, name: Quadro M2200, pci bus id: 0000:01:00.0, compute capability: 5.2)
2018-07-11 23:47:15.600253: I tensorflow/core/common_runtime/direct_session.cc:297] Device mapping:
/job:localhost/replica:0/task:0/device:GPU:0 -> device: 0, name: Quadro M2200, pci bus id: 0000:01:00.0, compute capability: 5.2

Device mapping:
/job:localhost/replica:0/task:0/device:GPU:0 -> device: 0, name: Quadro M2200, pci bus id: 0000:01:00.0, compute capability: 5.2

Steps to Reproduce

conda create -n TF tensorflow-gpu==1.8.0
conda activate TF
python -c "
import tensorflow as tf;
sess = tf.Session(config=tf.ConfigProto(log_device_placement=True))"
Anaconda or Miniconda version:

Miniconda3

Operating System:

Ubuntu 16.04.4

conda info

     active environment : base
    active env location : /home/lebedov/miniconda3
            shell level : 1
       user config file : /home/lebedov/.condarc
 populated config files : /home/lebedov/.condarc
          conda version : 4.5.8
    conda-build version : 3.10.9
         python version : 3.6.5.final.0
       base environment : /home/lebedov/miniconda3  (writable)
           channel URLs : file:///home/lebedov/miniconda3/conda-bld/linux-64
                          file:///home/lebedov/miniconda3/conda-bld/noarch
                          https://conda.anaconda.org/lebedov/linux-64
                          https://conda.anaconda.org/lebedov/noarch
                          https://conda.anaconda.org/pytorch/linux-64
                          https://conda.anaconda.org/pytorch/noarch
                          https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
                          https://repo.anaconda.com/pkgs/main/linux-64
                          https://repo.anaconda.com/pkgs/main/noarch
                          https://repo.anaconda.com/pkgs/free/linux-64
                          https://repo.anaconda.com/pkgs/free/noarch
                          https://repo.anaconda.com/pkgs/r/linux-64
                          https://repo.anaconda.com/pkgs/r/noarch
                          https://repo.anaconda.com/pkgs/pro/linux-64
                          https://repo.anaconda.com/pkgs/pro/noarch
          package cache : /home/lebedov/miniconda3/pkgs
                          /home/lebedov/.conda/pkgs
       envs directories : /home/lebedov/miniconda3/envs
                          /home/lebedov/.conda/envs
               platform : linux-64
             user-agent : conda/4.5.8 requests/2.19.1 CPython/3.6.5 Linux/4.15.0-24-generic ubuntu/16.04 glibc/2.23
                UID:GID : 1000:1000
             netrc file : None
           offline mode : False
conda list --show-channel-urls
# packages in environment at /home/lev/Work/miniconda3:
#
# Name                    Version                   Build  Channel
_tflow_180_select         1.0                         gpu    defaults
absl-py                   0.2.2                      py_0    conda-forge
agate                     1.6.0                    py36_2    conda-forge
agate-dbf                 0.2.0                    py36_0    conda-forge
agate-excel               0.2.2                      py_0    conda-forge
agate-sql                 0.5.3                      py_0    conda-forge
aiodns                    1.1.1                     <pip>
aiohttp                   3.3.2            py36h14c3975_0    conda-forge
altair                    2.1.0                      py_0    conda-forge
altair-widgets            0.1.2                     <pip>
anaconda-client           1.6.14                     py_0    conda-forge
appdirs                   1.4.3                      py_1    conda-forge
appdirs                   1.4.3                     <pip>
applicationinsights       0.11.1                    <pip>
argparse                  1.4.0                     <pip>
arpack                    3.6.1           blas_openblas_0  [blas_openblas]  conda-forge
arrayfire                 3.6.0                     <pip>
asn1crypto                0.24.0                     py_1    conda-forge
astor                     0.6.2                      py_0    conda-forge
astropy                   3.0.3                    py36_1    conda-forge
async-timeout             3.0.0                    py36_0    conda-forge
atomicwrites              1.1.5                    py36_0    conda-forge
attrs                     18.1.0                     py_1    conda-forge
autobahn                  18.6.1                     py_0    conda-forge
Automat                   0.6.0                     <pip>
automat                   0.7.0                    py36_0    conda-forge
babel                     2.6.0                      py_1    conda-forge
backcall                  0.1.0                      py_0    conda-forge
backports                 1.0                      py36_1    conda-forge
backports.csv             1.0.5                     <pip>
backports.csv             1.0.5                      py_1    conda-forge
backports.weakref         1.0rc1                   py36_1    conda-forge
bashplotlib               0.6.5                     <pip>
beakerx                   1.0.0                    py36_1    conda-forge
beautifulsoup4            4.6.0                    py36_0    conda-forge
binaryornot               0.4.4                     <pip>
blas                      1.1                    openblas    conda-forge
bleach                    1.5.0                    py36_0    conda-forge
blinker                   1.4                        py_1    conda-forge
bokeh                     0.12.16                  py36_0    conda-forge
boto                      2.48.0           py36h6e4cd66_1    defaults
boto3                     1.7.52                     py_0    conda-forge
botocore                  1.10.52                    py_0    conda-forge
bqplot                    0.10.5                   py36_0    conda-forge
brewer2mpl                1.4.1                      py_3    conda-forge
bz2file                   0.98                     py36_0    defaults
bzip2                     1.0.6                         1    conda-forge
ca-certificates           2018.4.16                     0    conda-forge
cairo                     1.14.10                       0    conda-forge
cchardet                  2.1.1                    py36_0    conda-forge
cefpython3                57.0                      <pip>
certifi                   2018.4.16                py36_0    conda-forge
cffi                      1.11.5                   py36_0    conda-forge
chardet                   3.0.4                     <pip>
chardet                   3.0.4                      py_1    conda-forge
cli-helpers               0.2.3                     <pip>
cli_helpers               1.0.2                      py_0    conda-forge
click                     6.7                       <pip>
click                     6.7                        py_1    conda-forge
cloudpickle               0.5.3                      py_0    conda-forge
clyent                    1.2.2                      py_1    conda-forge
cmake                     3.11.4                        0    conda-forge
codecov                   2.0.15                     py_1    conda-forge
colorama                  0.3.9                      py_1    conda-forge
colorlover                0.2.1                      py_0    conda-forge
complexity                0.9.1                     <pip>
conda                     4.5.8                    py36_0    conda-forge
conda-build               3.10.9                   py36_0    conda-forge
conda-env                 2.6.0                         0    conda-forge
conda-verify              2.0.0                    py36_0    conda-forge
configobj                 5.0.6                     <pip>
constantly                15.1.0                     py_0    conda-forge
coverage                  4.5.1            py36h470a237_1    conda-forge
cryptography              2.2.1            py36hdffb7b8_1    conda-forge
cssselect                 1.0.3                      py_0    conda-forge
csvkit                    1.0.2                    py36_0    conda-forge
cuda90                    1.0                  h6433d27_0    pytorch
cuda91                    1.0                  h4c16780_0    pytorch
cudatoolkit               9.0                  h13b8566_0    defaults
cudnn                     7.1.2                 cuda9.0_0    defaults
cufflinks                 0.13.1                    <pip>
cupti                     9.0.176                       0    defaults
curl                      7.60.0                        0    conda-forge
cycler                    0.10.0                     py_1    conda-forge
cytoolz                   0.9.0.1                  py36_0    conda-forge
dask                      0.18.1                     py_0    conda-forge
dask-core                 0.18.1                     py_0    conda-forge
dbfread                   2.0.7                    py36_0    conda-forge
dbus                      1.13.0               h3a4f0e9_0    conda-forge
decorator                 4.3.0                      py_0    conda-forge
delegator                 0.1.0                    py36_0    conda-forge
dill                      0.2.8.2                  py36_0    conda-forge
distributed               1.22.0                   py36_0    conda-forge
docutils                  0.14                     py36_0    conda-forge
duster                    0.2.5                     <pip>
emacs                     25.3                          2    conda-forge
entrypoints               0.2.3                    py36_1    conda-forge
et_xmlfile                1.0.1                    py36_0    conda-forge
expat                     2.2.5                hfc679d8_1    conda-forge
fast-histogram            0.3                      py36_0    conda-forge
feedfinder2               0.0.4                      py_0    conda-forge
feedparser                5.2.1                    py36_0    defaults
ffmpeg                    4.0                  hc8c182b_0    conda-forge
fftw                      3.3.8                h470a237_0    conda-forge
filelock                  3.0.4                    py36_0    conda-forge
flask                     1.0.2                      py_1    conda-forge
flatdict                  2.0.1                     <pip>
fontconfig                2.12.6                        0    conda-forge
freetds                   1.00.44                       2    conda-forge
freetype                  2.8.1                         0    conda-forge
future                    0.16.0                    <pip>
gast                      0.2.0                      py_0    conda-forge
geckodriver               0.21.0               hfc679d8_0    conda-forge
gensim                    3.5.0                    py36_0    conda-forge
gettext                   0.19.8.1                      0    conda-forge
gevent                    1.3a1                    py36_0    conda-forge
giflib                    5.1.4                h470a237_0    conda-forge
glib                      2.55.0                        0    conda-forge
glob2                     0.6                        py_0    conda-forge
gmp                       6.1.2                hfc679d8_0    conda-forge
gnutls                    3.5.17                        0    conda-forge
gpmf-0.0.1dev-b-5197623-n                           <pip>
gr                        1.0.1                     <pip>
graphite2                 1.3.11               hfc679d8_0    conda-forge
greenlet                  0.4.13                   py36_0    conda-forge
grequests                 0.3.0                    py36_0    conda-forge
grpcio                    1.12.1           py36hdbcaa40_0    defaults
gsl                       2.4             blas_openblas_0  [blas_openblas]  conda-forge
gst-plugins-base          1.8.0                         0    conda-forge
gstreamer                 1.8.0                         1    conda-forge
h2o                       3.18.0.2                      0    defaults
h5py                      2.8.0            py36hb794570_1    conda-forge
harfbuzz                  1.7.6                         0    conda-forge
hdf5                      1.10.2                        0    conda-forge
heapdict                  1.0.0                    py36_0    conda-forge
holoviews                 1.10.7                     py_0    conda-forge
html5lib                  0.9999999                py36_0    conda-forge
httmock                   1.2.6                     <pip>
http-request-randomizer   1.2.1                     <pip>
httpstream                1.3.0                     <pip>
humanize                  0.5.1                     <pip>
hyperlink                 17.3.1                     py_0    conda-forge
icdiff                    1.9.1                     <pip>
icu                       58.2                 hfc679d8_0    conda-forge
idna                      2.7                        py_1    conda-forge
idna_ssl                  1.0.0                         0    conda-forge
imageio                   2.3.0                    py36_0    conda-forge
incremental               17.5.0                     py_0    conda-forge
intel-openmp              2018.0.3                      0    defaults
ipdb                      0.11                       py_1    conda-forge
ipdbplugin                1.5.0                     <pip>
ipyk                      0.1.4.2                   <pip>
ipykernel                 4.8.2                    py36_0    conda-forge
ipympl                    0.2.0                    py36_0    conda-forge
ipython                   6.4.0                    py36_0    conda-forge
ipython-genutils          0.2.0                     <pip>
ipython-sql               0.3.9                    py36_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                7.2.1                    py36_1    conda-forge
isodate                   0.6.0                      py_0    conda-forge
itsdangerous              0.24                       py_2    conda-forge
jdcal                     1.4                      py36_0    conda-forge
jedi                      0.12.0                   py36_0    conda-forge
jieba3k                   0.35.1                   py36_1    conda-forge
jinja2                    2.10                     py36_0    conda-forge
jmespath                  0.9.3                    py36_0    conda-forge
joblib                    0.12                       py_0    conda-forge
jpeg                      9c                   h470a237_0    conda-forge
jsonschema                2.6.0                    py36_1    conda-forge
jsonstream                1.0.0                     <pip>
julia                     0.6.1           blas_openblas_202  [blas_openblas]  conda-forge
jupyter                   1.0.0                      py_1    conda-forge
jupyter_client            5.2.3                      py_1    conda-forge
jupyter_console           5.2.0                    py36_0    conda-forge
jupyter_contrib_core      0.3.3                    py36_1    conda-forge
jupyter_contrib_nbextensions 0.5.0                    py36_0    conda-forge
jupyter_core              4.4.0                      py_0    conda-forge
jupyter_highlight_selected_word 0.2.0                    py36_0    conda-forge
jupyter_latex_envs        1.4.4                    py36_0    conda-forge
jupyter_nbextensions_configurator 0.4.0                    py36_0    conda-forge
jupyterlab                0.32.1                   py36_0    conda-forge
jupyterlab_launcher       0.10.5                   py36_0    conda-forge
keras                     2.2.0                         0    defaults
keras-anomaly-detection   0.0.1                     <pip>
keras-applications        1.0.2                      py_0    conda-forge
keras-base                2.2.0                    py36_0    defaults
keras-gpu                 2.2.0                         0    defaults
keras-preprocessing       1.0.1                      py_0    conda-forge
kiwisolver                1.0.1                    py36_1    conda-forge
kraken                    0.9.18.dev3               <pip>
krb5                      1.14.6                        0    conda-forge
leather                   0.3.3                    py36_0    conda-forge
libedit                   3.1.20170329                  0    conda-forge
libevent                  2.0.22               hdffb7b8_1    conda-forge
libffi                    3.2.1                         3    conda-forge
libgcc                    7.2.0                h69d50b8_2    defaults
libgcc-ng                 7.2.0                hdf63c60_3    defaults
libgfortran               3.0.0                         1    defaults
libgfortran-ng            7.2.0                hdf63c60_3    defaults
libgit2                   0.27.3               h2a9243c_0    conda-forge
libgpuarray               0.7.6                         0    conda-forge
libiconv                  1.15                 h470a237_1    conda-forge
libidn11                  1.33                          0    conda-forge
libpng                    1.6.34               ha92aebf_1    conda-forge
libprotobuf               3.5.2                hd28b015_1    conda-forge
libsodium                 1.0.16                        0    conda-forge
libssh2                   1.8.0                h5b517e9_2    conda-forge
libstdcxx-ng              7.2.0                hdf63c60_3    defaults
libtiff                   4.0.9                he6b73bb_1    conda-forge
libuuid                   1.0.3                         1    conda-forge
libuv                     1.20.3                        0    conda-forge
libxcb                    1.13                 h470a237_1    conda-forge
libxml2                   2.9.8                h422b904_2    conda-forge
libxslt                   1.1.32               h88dbc4e_1    conda-forge
lmdb                      0.93                      <pip>
locket                    0.2.0                    py36_1    conda-forge
lxml                      4.2.3            py36hc9114bc_0    conda-forge
magma                     2.3.0                  cuda91_0    local
magma-cuda90              2.3.0                         1    pytorch
magma-cuda91              2.3.0                         1    pytorch
mako                      1.0.7                    py36_0    conda-forge
markdown                  2.6.11                     py_0    conda-forge
markupsafe                1.0                      py36_0    conda-forge
matplotlib                2.2.2                    py36_1    conda-forge
maven                     3.5.0                         0    conda-forge
metis                     5.1.0                         3    conda-forge
mistune                   0.8.3                    py36_1    conda-forge
mkl                       2018.0.3                      1    defaults
more-itertools            4.2.0                      py_0    conda-forge
moviepy                   0.2.3.5                    py_0    conda-forge
mpfr                      3.1.5                         0    conda-forge
mpl-scatter-density       0.3                        py_1    conda-forge
mplcursors                0.1                       <pip>
mpldatacursor             0.6.2                     <pip>
msgpack-numpy             0.4.2                     <pip>
msgpack-python            0.5.6            py36h2d50403_2    conda-forge
mssql-cli                 0.9.0                     <pip>
multidict                 4.3.1            py36h470a237_0    conda-forge
nbconvert                 5.3.1                      py_1    conda-forge
nbformat                  4.4.0                    py36_0    conda-forge
ncurses                   5.9                          10    conda-forge
nettle                    3.3                           0    conda-forge
networkx                  2.1                        py_1    conda-forge
newspaper3k               0.2.6                     <pip>
newspaper3k               0.2.6                    py36_0    conda-forge
ninja                     1.8.2                h2d50403_1    conda-forge
nltk                      3.2.5                      py_0    conda-forge
nodeenv                   1.3.1                      py_0    conda-forge
nodejs                    9.11.1                        0    conda-forge
nose                      1.3.7                    py36_2    conda-forge
notebook                  5.5.0                    py36_0    conda-forge
numpy                     1.14.5          py36_blas_openblashd3ea46f_201  [blas_openblas]  conda-forge
oauthlib                  2.1.0                      py_0    conda-forge
objbrowser                1.2.1                     <pip>
olefile                   0.45.1                     py_1    conda-forge
oneliner                  0.2.1                     <pip>
openblas                  0.2.20                        8    conda-forge
openjdk                   8.0.121                       1    defaults
openlibm                  0.5.4                         0    conda-forge
openpyxl                  2.5.4                    py36_0    conda-forge
openspecfun               0.5.3                         0    conda-forge
openssl                   1.0.2o                        0    conda-forge
owlpy                     1.0.0                     <pip>
packaging                 17.1                       py_0    conda-forge
pandas                    0.23.3                   py36_0    conda-forge
pandoc                    2.2.1                         0    conda-forge
pandocfilters             1.4.2                    py36_0    conda-forge
panflute                  1.10.6                    <pip>
pango                     1.40.14                       0    conda-forge
pantable                  0.11.1                    <pip>
param                     1.6.1                      py_0    conda-forge
parsedatetime             2.4                      py36_0    conda-forge
parso                     0.3.0                      py_0    conda-forge
partd                     0.3.8                      py_1    conda-forge
patchelf                  0.9                           2    conda-forge
path.py                   11.0.1                     py_0    conda-forge
patsy                     0.5.0                      py_1    conda-forge
pbr                       4.1.0                      py_0    conda-forge
pcre                      8.41                          1    conda-forge
pcre2                     10.23                         2    conda-forge
perl                      5.26.2               h470a237_0    conda-forge
perspective-python        0.0.6                     <pip>
pexpect                   4.6.0                    py36_0    conda-forge
pickleshare               0.7.4                    py36_0    conda-forge
pillow                    5.2.0                    py36_0    conda-forge
pip                       9.0.3                    py36_0    conda-forge
pixman                    0.34.0                        2    conda-forge
pkginfo                   1.4.2                      py_1    conda-forge
plotly                    3.0.0                     <pip>
plotly                    3.0.0                      py_0    conda-forge
pluggy                    0.6.0                     <pip>
pluggy                    0.6.0                      py_0    conda-forge
powerline-gitstatus       1.2.1                     <pip>
powerline-status          2.6                       <pip>
prettytable               0.7.2                    py36_1    conda-forge
prompt_toolkit            1.0.15                   py36_0    conda-forge
protobuf                  3.5.2                    py36_0    conda-forge
psutil                    5.4.3                     <pip>
psutil                    5.4.6                    py36_0    conda-forge
pthread-stubs             0.4                  h470a237_1    conda-forge
ptyprocess                0.6.0                    py36_0    conda-forge
py                        1.5.4                      py_0    conda-forge
py                        1.5.2                     <pip>
py2neo                    3.1.2                     <pip>
py4j                      0.10.7                   py36_0    conda-forge
pyasn1                    0.4.3                      py_0    conda-forge
pyasn1-modules            0.2.1                      py_0    conda-forge
pycares                   2.3.0                     <pip>
pycosat                   0.6.3                    py36_0    conda-forge
pycparser                 2.18                       py_1    conda-forge
pycrypto                  2.6.1                    py36_1    conda-forge
pycuda                    2017.1.1                  <pip>
pydensecrf                1.0rc3           py36hf8a1672_1    conda-forge
pydot                     1.2.4                      py_0    conda-forge
pygments                  2.2.0                      py_1    conda-forge
pygpu                     0.7.6                    py36_0    conda-forge
pyjwt                     1.6.4                      py_0    conda-forge
pylantern                 0.0.17                    <pip>
pymssql                   2.1.3.post16             py36_0    conda-forge
pyodbc                    4.0.17                   py36_0    conda-forge
pyopengl                  3.1.1a1                  py36_0    conda-forge
pyopenssl                 18.0.0                   py36_0    conda-forge
pyparsing                 2.2.0                      py_1    conda-forge
pyqt                      5.6.0            py36h8210e8a_6    conda-forge
pysocks                   1.6.8                    py36_1    conda-forge
pysolr                    3.6.0                    py36_0    conda-forge
pytest                    3.6.2                    py36_0    conda-forge
pytest-arraydiff          0.2                        py_0    conda-forge
pytest-astropy            0.2.1                      py_0    conda-forge
pytest-cov                2.5.1                      py_1    conda-forge
pytest-doctestplus        0.1.2                      py_0    conda-forge
pytest-openfiles          0.2.0                      py_0    conda-forge
pytest-remotedata         0.3.0                      py_0    conda-forge
python                    3.6.5                         1    conda-forge
python-bidi               0.4.0                      py_1    conda-forge
python-crfsuite           0.9.5            py36h470a237_0    conda-forge
python-dateutil           2.7.3                      py_0    conda-forge
python-dateutil           2.6.1                     <pip>
python-slugify            1.2.5                    py36_0    conda-forge
pytimeparse               1.1.8                      py_0    conda-forge
pytools                   2018.5.2                   py_0    conda-forge
pytorch                   0.4.0           py36_cuda9.1.85_cudnn7.1.2_1  [cuda91]  pytorch
pytz                      2018.5                    <pip>
pytz                      2018.5                     py_0    conda-forge
pyviz_comms               0.1.1                      py_0    conda-forge
pywavelets                0.5.2                    py36_1    conda-forge
pyyaml                    3.12                     py36_1    conda-forge
PyYAML                    3.12                      <pip>
pyzmq                     17.0.0                   py36_4    conda-forge
qgrid                     1.0.5                    py36_1    conda-forge
qt                        5.6.2                         7    conda-forge
qtconsole                 4.3.1                    py36_0    conda-forge
qtpy                      1.4.2              pyh8a2030e_1    conda-forge
readline                  7.0                           0    conda-forge
regex                     2018.06.21       py36h470a237_0    conda-forge
requests                  2.19.1                     py_1    conda-forge
requests-file             1.4.3                    py36_0    defaults
requests-oauthlib         1.0.0                    py36_0    conda-forge
requests-toolbelt         0.8.0                      py_1    conda-forge
retrying                  1.3.3                    py36_1    conda-forge
rhash                     1.3.4                         0    conda-forge
ruamel_yaml               0.15.42          py36h470a237_0    conda-forge
s3transfer                0.1.13                   py36_0    conda-forge
sarge                     0.1.4                    py36_0    conda-forge
saxpy                     1.0.1.dev169              <pip>
schedule                  0.5.0                     <pip>
scikit-cuda               0.5.2                     <pip>
scikit-image              0.14.0           py36hfc679d8_1    conda-forge
scikit-learn              0.19.1          py36_blas_openblas_201  [blas_openblas]  conda-forge
scipy                     1.1.0           py36_blas_openblas_200  [blas_openblas]  conda-forge
seaborn                   0.8.1                      py_1    conda-forge
selenium                  3.13.0                   py36_0    conda-forge
semisup-learn             0.0.1                     <pip>
send2trash                1.5.0                      py_0    conda-forge
service_identity          17.0.0                     py_0    conda-forge
setproctitle              1.1.10                    <pip>
setuptools                40.0.0                   py36_0    conda-forge
shutilwhich               1.1.0                     <pip>
simplegeneric             0.8.1                      py_1    conda-forge
simplejson                3.16.0                   py36_0    conda-forge
sip                       4.18                     py36_1    conda-forge
six                       1.11.0                   py36_1    conda-forge
sklearn                   0.0                       <pip>
skorch                    0.3.0a0                   <pip>
smart_open                1.6.0                      py_1    conda-forge
sortedcontainers          2.0.4                    py36_0    conda-forge
spam-classifier           0.1.0                     <pip>
sqlalchemy                1.2.9                    py36_0    conda-forge
sqlite                    3.20.1                        2    conda-forge
sqlparse                  0.2.4                      py_0    conda-forge
sqlparse                  0.2.4                     <pip>
statsmodels               0.9.0                    py36_0    conda-forge
suitesparse               4.5.6           blas_openblas_200  [blas_openblas]  conda-forge
tabview                   1.4.3                     <pip>
tbb                       2018_20171205                 0    conda-forge
tblib                     1.3.2                    py36_0    conda-forge
tensorboard               1.8.0                    py36_1    conda-forge
tensorflow                1.8.0                    py36_1    conda-forge
tensorflow-gpu            1.8.0                h7b35bdc_0    defaults
tensorflow-tensorboard    1.5.1            py36hf484d3e_1    defaults
termcolor                 1.1.0                      py_2    conda-forge
terminado                 0.8.1                    py36_0    conda-forge
terminaltables            3.1.0                      py_0    conda-forge
terminaltables            3.1.0                     <pip>
testpath                  0.3.1                    py36_0    conda-forge
theano                    1.0.2                    py36_0    conda-forge
tig                       2.3.3                         0    local
tk                        8.6.7                         0    conda-forge
tldextract                2.2.0                      py_0    conda-forge
tmux                      2.7                           0    conda-forge
toolz                     0.9.0                      py_0    conda-forge
torchfile                 0.1.0                     <pip>
torchvision               0.2.1                    py36_1    pytorch
tornado                   5.0.2                    py36_0    conda-forge
tqdm                      4.23.4                    <pip>
tqdm                      4.23.4                     py_0    conda-forge
traitlets                 4.3.2                    py36_0    conda-forge
traittypes                0.2.1                      py_1    conda-forge
twine                     1.10.0                   py36_0    conda-forge
twisted                   17.5.0                   py36_0    defaults
twython                   3.7.0                      py_0    conda-forge
txaio                     2.10.0                     py_0    conda-forge
typing                    3.6.4                    py36_0    conda-forge
ujson                     1.35                     py36_0    conda-forge
unidecode                 1.0.22                     py_1    conda-forge
unixodbc                  2.3.4                         1    conda-forge
urllib3                   1.23                     py36_0    conda-forge
vega                      1.3.0                    py36_0    conda-forge
vega-datasets             0.4.1                     <pip>
visdom                    0.1.8.3                   <pip>
watson-developer-cloud    1.2.1                     <pip>
wcwidth                   0.1.7                      py_1    conda-forge
webencodings              0.5                      py36_0    conda-forge
websocket-client          0.48.0                     py_0    conda-forge
werkzeug                  0.14.1                     py_0    conda-forge
wheel                     0.31.1                   py36_0    conda-forge
widgetsnbextension        3.2.1                    py36_0    conda-forge
x264                      20131218                      0    conda-forge
xgboost                   0.72.1           py36hfc679d8_1    conda-forge
xlrd                      1.1.0                      py_2    conda-forge
xorg-fixesproto           5.0                  h470a237_2    conda-forge
xorg-kbproto              1.0.7                h470a237_2    conda-forge
xorg-libice               1.0.9                h470a237_3    conda-forge
xorg-libsm                1.2.2                h470a237_3    conda-forge
xorg-libx11               1.6.5                h470a237_1    conda-forge
xorg-libxau               1.0.8                h470a237_5    conda-forge
xorg-libxaw               1.0.13               h470a237_1    conda-forge
xorg-libxdmcp             1.1.2                h470a237_6    conda-forge
xorg-libxext              1.3.3                h470a237_3    conda-forge
xorg-libxfixes            5.0.3                h470a237_3    conda-forge
xorg-libxmu               1.1.2                h470a237_1    conda-forge
xorg-libxpm               3.5.12               h470a237_1    conda-forge
xorg-libxt                1.1.5                h470a237_1    conda-forge
xorg-xextproto            7.3.0                h470a237_2    conda-forge
xorg-xproto               7.0.31               h470a237_7    conda-forge
xz                        5.2.3                         0    conda-forge
yaml                      0.1.7                         0    conda-forge
yarl                      1.2.6            py36h470a237_0    conda-forge
yolk3k                    0.9                       <pip>
zeromq                    4.2.5                hfc679d8_3    conda-forge
zict                      0.1.3                      py_0    conda-forge
zlib                      1.2.11               h470a237_3    conda-forge
zope                      1.0                      py36_0    defaults
zope.interface            4.5.0            py36h470a237_0    conda-forge
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@jjhelmus jjhelmus commented Jul 12, 2018

Your environment is a mixture of packages from conda-forge and defaults and some pip installed packages. These two channels are not always compatible. Can you try creating an environment using just the packages in defaults and see if the issue persists? conda create -n tflow_test -c defaults python=3.6 tensorflow-gpu=1.8.0 should create such an environment.

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@lebedov lebedov commented Jul 12, 2018

Yes - it appears that the conda-forge and default packages are clashing and the former probably don't support GPUs because this issue is still open; using the default channel only, I can see my GPU with TensorFlow 1.8.0; in contrast to what I posted earlier, the environment created with default-only tensorflow packages contains

conda list t.*flow
# packages in environment at /home/lebedov/miniconda3/envs/tflow_test:
#
# Name                    Version                   Build  Channel
_tflow_180_select         1.0                         gpu  
tensorflow                1.8.0                hb11d968_0  
tensorflow-base           1.8.0            py36hc1a7637_0  
tensorflow-gpu            1.8.0                h7b35bdc_0  
@lebedov lebedov closed this Jul 12, 2018
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