I facing a common problem when loading pre-training model using PyTorch. Jupyter notebook is crashing “The kernel appears to have died. It will restart automatically”
I have followed the discussion link 29, link 11, and link 10 but not fix, any suggestions?
The environment specifications as follows:
OS : CentOS Linux release 7.8.2003 (Core)
Python : Python 3.6.12 :: Anaconda, Inc.
Conda version : conda 4.5.4
Available resources:
ibm-game-center         Thu Nov 12 14:19:05 2020  410.48
[0] GeForce RTX 2080 Ti | 46’C,   0 % |    10 / 10989 MB |
[1] GeForce RTX 2080 Ti | 49’C,   0 % |    10 / 10989 MB |
Conda list :
packages in environment at /home/aiman/anaconda3:

Name                    Version                   Build  Channel
_ipyw_jlab_nb_ext_conf    0.1.0            py36he11e457_0
_libgcc_mutex             0.1                        main
alabaster                 0.7.10           py36h306e16b_0
anaconda                  5.2.0                    py36_3
anaconda-client           1.6.14                   py36_0
anaconda-navigator        1.8.7                    py36_0
anaconda-project          0.8.2            py36h44fb852_0
asn1crypto                0.24.0                   py36_0
astroid                   1.6.3                    py36_0
astropy                   3.0.2            py36h3010b51_1
attrs                     18.1.0                   py36_0
babel                     2.5.3                    py36_0
backcall                  0.1.0                    py36_0
backports                 1.0              py36hfa02d7e_1
backports.shutil_get_terminal_size 1.0.0            py36hfea85ff_2
beautifulsoup4            4.6.0            py36h49b8c8c_1
bitarray                  0.8.1            py36h14c3975_1
bkcharts                  0.2              py36h735825a_0
blas                      1.0                    openblas
blaze                     0.11.3           py36h4e06776_0
bleach                    2.1.3                    py36_0
blosc                     1.14.3               hdbcaa40_0
bokeh                     0.12.16                  py36_0
boto                      2.48.0           py36h6e4cd66_1
bottleneck                1.2.1            py36haac1ea0_0
bzip2                     1.0.6                h14c3975_5
ca-certificates           2020.10.14                    0
cairo                     1.14.12              h7636065_2
certifi                   2020.6.20          pyhd3eb1b0_3
cffi                      1.11.5           py36h9745a5d_0
chardet                   3.0.4            py36h0f667ec_1
click                     6.7              py36h5253387_0
cloudpickle               0.5.3                    py36_0
clyent                    1.2.2            py36h7e57e65_1
colorama                  0.3.9            py36h489cec4_0
conda                     4.5.4                    py36_0
conda-build               3.10.5                   py36_0
conda-env                 2.6.0                         1
conda-verify              2.0.0            py36h98955d8_0
contextlib2               0.5.5            py36h6c84a62_0
cpuonly                   1.0                           0    pytorch
cryptography              2.2.2            py36h14c3975_0
curl                      7.60.0               h84994c4_0
cycler                    0.10.0           py36h93f1223_0
cython                    0.28.2           py36h14c3975_0
cytoolz                   0.9.0.1          py36h14c3975_0
dask                      0.17.5                   py36_0
dask-core                 0.17.5                   py36_0
datashape                 0.5.4            py36h3ad6b5c_0
dbus                      1.13.2               h714fa37_1
decorator                 4.3.0                    py36_0
distributed               1.21.8                   py36_0
docutils                  0.14             py36hb0f60f5_0
entrypoints               0.2.3            py36h1aec115_2
et_xmlfile                1.0.1            py36hd6bccc3_0
expat                     2.2.5                he0dffb1_0
fastcache                 1.0.2            py36h14c3975_2
filelock                  3.0.4                    py36_0
flask                     1.0.2                    py36_1
flask-cors                3.0.4                    py36_0
fontconfig                2.12.6               h49f89f6_0
freetype                  2.10.4               h5ab3b9f_0
gensim                    3.8.3                     
get_terminal_size         1.0.0                haa9412d_0
gevent                    1.3.0            py36h14c3975_0
glib                      2.56.1               h000015b_0
glob2                     0.6              py36he249c77_0
gmp                       6.1.2                h6c8ec71_1
gmpy2                     2.0.8            py36hc8893dd_2
graphite2                 1.3.11               h16798f4_2
greenlet                  0.4.13           py36h14c3975_0
gst-plugins-base          1.14.0               hbbd80ab_1
gstreamer                 1.14.0               hb453b48_1
h5py                      2.7.1            py36ha1f6525_2
harfbuzz                  1.7.6                h5f0a787_1
hdf5                      1.10.2               hba1933b_1
heapdict                  1.0.0                    py36_2
html5lib                  1.0.1            py36h2f9c1c0_0
icu                       58.2                 h9c2bf20_1
idna                      2.6              py36h82fb2a8_1
imageio                   2.3.0                    py36_0
imagesize                 1.0.0                    py36_0
intel-openmp              2020.2                      254
ipykernel                 4.8.2                    py36_0
ipython                   6.4.0                    py36_0
ipython_genutils          0.2.0            py36hb52b0d5_0
ipywidgets                7.2.1                    py36_0
isort                     4.3.4                    py36_0
itsdangerous              0.24             py36h93cc618_1
jbig                      2.1                  hdba287a_0
jdcal                     1.4                      py36_0
jedi                      0.12.0                   py36_1
jinja2                    2.10             py36ha16c418_0
jpeg                      9b                   h024ee3a_2
jsonschema                2.6.0            py36h006f8b5_0
jupyter                   1.0.0                    py36_4
jupyter_client            5.2.3                    py36_0
jupyter_console           5.2.0            py36he59e554_1
jupyter_core              4.4.0            py36h7c827e3_0
jupyterlab                0.32.1                   py36_0
jupyterlab_launcher       0.10.5                   py36_0
kiwisolver                1.0.1            py36h764f252_0
lazy-object-proxy         1.3.1            py36h10fcdad_0
lcms2                     2.11                 h396b838_0
ld_impl_linux-64          2.33.1               h53a641e_7
libcurl                   7.60.0               h1ad7b7a_0
libedit                   3.1.20191231         h14c3975_1
libffi                    3.3                  he6710b0_2
libgcc-ng                 9.1.0                hdf63c60_0
libgfortran               3.0.0                         1
libgfortran-ng            8.2.0                hdf63c60_1
libpng                    1.6.37               hbc83047_0
libsodium                 1.0.16               h1bed415_0
libssh2                   1.8.0                h9cfc8f7_4
libstdcxx-ng              9.1.0                hdf63c60_0
libtiff                   4.1.0                h2733197_1
libtool                   2.4.6                h544aabb_3
libxcb                    1.13                 h1bed415_1
libxml2                   2.9.8                h26e45fe_1
libxslt                   1.1.32               h1312cb7_0
llvmlite                  0.23.1           py36hdbcaa40_0
locket                    0.2.0            py36h787c0ad_1
lxml                      4.2.1            py36h23eabaa_0
lz4-c                     1.9.2                heb0550a_3
lzo                       2.10                 h49e0be7_2
markupsafe                1.0              py36hd9260cd_1
matplotlib                2.2.2            py36h0e671d2_1
mccabe                    0.6.1            py36h5ad9710_1
mistune                   0.8.3            py36h14c3975_1
mkl                       2020.2                      256
mkl-service               1.1.2            py36h17a0993_4
mkl_fft                   1.0.1            py36h3010b51_0
mkl_random                1.0.1            py36h629b387_0
more-itertools            4.1.0                    py36_0
mpc                       1.0.3                hec55b23_5
mpfr                      3.1.5                h11a74b3_2
mpmath                    1.0.0            py36hfeacd6b_2
msgpack-python            0.5.6            py36h6bb024c_0
multipledispatch          0.5.0                    py36_0
navigator-updater         0.2.1                    py36_0
nbconvert                 5.3.1            py36hb41ffb7_0
nbformat                  4.4.0            py36h31c9010_0
ncurses                   6.2                  he6710b0_1
networkx                  2.1                      py36_0
ninja                     1.10.1           py36hfd86e86_0
nltk                      3.3.0                    py36_0
nomkl                     3.0                           0
nose                      1.3.7            py36hcdf7029_2
notebook                  5.5.0                    py36_0
numba                     0.38.0           py36h637b7d7_0
numexpr                   2.6.5            py36h7bf3b9c_0
numpy                     1.13.1             py36_nomkl_0
numpy-base                1.14.3           py36h9be14a7_1
numpydoc                  0.8.0                    py36_0
odo                       0.5.1            py36h90ed295_0
olefile                   0.46                       py_0
openblas                  0.2.19                        0
openpyxl                  2.5.3                    py36_0
openssl                   1.1.1h               h7b6447c_0
packaging                 17.1                     py36_0
pandas                    0.23.0           py36h637b7d7_0
pandoc                    1.19.2.1             hea2e7c5_1
pandocfilters             1.4.2            py36ha6701b7_1
pango                     1.41.0               hd475d92_0
parso                     0.2.0                    py36_0
partd                     0.3.8            py36h36fd896_0
patchelf                  0.9                  hf79760b_2
path.py                   11.0.1                   py36_0
pathlib2                  2.3.2                    py36_0
patsy                     0.5.0                    py36_0
pcre                      8.42                 h439df22_0
pep8                      1.7.1                    py36_0
pexpect                   4.5.0                    py36_0
pickleshare               0.7.4            py36h63277f8_0
pillow                    8.0.1            py36he98fc37_0
pip                       20.2.4           py36h06a4308_0
pixman                    0.34.0               hceecf20_3
pkginfo                   1.4.2                    py36_1
pluggy                    0.6.0            py36hb689045_0
ply                       3.11                     py36_0
prompt_toolkit            1.0.15           py36h17d85b1_0
psutil                    5.4.5            py36h14c3975_0
ptyprocess                0.5.2            py36h69acd42_0
py                        1.5.3                    py36_0
PyArabic                  0.6.10                    
pycodestyle               2.4.0                    py36_0
pycosat                   0.6.3            py36h0a5515d_0
pycparser                 2.18             py36hf9f622e_1
pycrypto                  2.6.1            py36h14c3975_8
pycurl                    7.43.0.1         py36hb7f436b_0
pyflakes                  1.6.0            py36h7bd6a15_0
pygments                  2.2.0            py36h0d3125c_0
pylint                    1.8.4                    py36_0
pyodbc                    4.0.23           py36hf484d3e_0
pyopenssl                 18.0.0                   py36_0
pyparsing                 2.2.0            py36hee85983_1
pyqt                      5.9.2            py36h751905a_0
pysocks                   1.6.8                    py36_0
pytables                  3.4.3            py36h02b9ad4_2
pytest                    3.5.1                    py36_0
pytest-arraydiff          0.2                      py36_0
pytest-astropy            0.3.0                    py36_0
pytest-doctestplus        0.1.3                    py36_0
pytest-openfiles          0.3.0                    py36_0
pytest-remotedata         0.2.1                    py36_0
python                    3.6.12               hcff3b4d_2
python-dateutil           2.7.3                    py36_0
pytorch                   1.4.0               py3.6_cpu_0  [cpuonly]  pytorch
pytz                      2018.4                   py36_0
pywavelets                0.5.2            py36he602eb0_0
pyyaml                    3.12             py36hafb9ca4_1
pyzmq                     17.0.0           py36h14c3975_0
qt                        5.9.5                h7e424d6_0
qtawesome                 0.4.4            py36h609ed8c_0
qtconsole                 4.3.1            py36h8f73b5b_0
qtpy                      1.4.1                    py36_0
readline                  8.0                  h7b6447c_0
requests                  2.18.4           py36he2e5f8d_1
rope                      0.10.7           py36h147e2ec_0
ruamel_yaml               0.15.35          py36h14c3975_1
scikit-image              0.13.1           py36h14c3975_1
scikit-learn              0.19.1           py36h7aa7ec6_0
scipy                     1.1.0            py36hfc37229_0
seaborn                   0.8.1            py36hfad7ec4_0
send2trash                1.5.0                    py36_0
setuptools                50.3.1           py36h06a4308_1
simplegeneric             0.8.1                    py36_2
singledispatch            3.4.0.3          py36h7a266c3_0
sip                       4.19.8           py36hf484d3e_0
six                       1.15.0                     py_0
smart-open                3.0.0                     
snappy                    1.1.7                hbae5bb6_3
snowballstemmer           1.2.1            py36h6febd40_0
sortedcollections         0.6.1                    py36_0
sortedcontainers          1.5.10                   py36_0
sphinx                    1.7.4                    py36_0
sphinxcontrib             1.0              py36h6d0f590_1
sphinxcontrib-websupport  1.0.1            py36hb5cb234_1
spyder                    3.2.8                    py36_0
sqlalchemy                1.2.7            py36h6b74fdf_0
sqlite                    3.33.0               h62c20be_0
statsmodels               0.9.0            py36h3010b51_0
sympy                     1.1.1            py36hc6d1c1c_0
tblib                     1.3.2            py36h34cf8b6_0
terminado                 0.8.1                    py36_1
testpath                  0.3.1            py36h8cadb63_0
tk                        8.6.10               hbc83047_0
toolz                     0.9.0                    py36_0
torchaudio                0.4.0                      py36    pytorch
torchvision               0.5.0                  py36_cpu  [cpuonly]  pytorch
tornado                   5.0.2                    py36_0
traitlets                 4.3.2            py36h674d592_0
typing                    3.7.4.3                  py36_0
unicodecsv                0.14.1           py36ha668878_0
unixodbc                  2.3.6                h1bed415_0
urllib3                   1.22             py36hbe7ace6_0
wcwidth                   0.1.7            py36hdf4376a_0
webencodings              0.5.1            py36h800622e_1
werkzeug                  0.14.1                   py36_0
wheel                     0.35.1                     py_0
widgetsnbextension        3.2.1                    py36_0
wrapt                     1.10.11          py36h28b7045_0
xlrd                      1.1.0            py36h1db9f0c_1
xlsxwriter                1.0.4                    py36_0
xlwt                      1.3.0            py36h7b00a1f_0
xz                        5.2.5                h7b6447c_0
yaml                      0.1.7                had09818_2
zeromq                    4.2.5                h439df22_0
zict                      0.1.3            py36h3a3bf81_0
zlib                      1.2.11               h7b6447c_3
zstd                      1.4.5                h9ceee32_0
​