tensorflow / tensorflow/tensorboard

Tensor data not being refreshed in Projector

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Since Dec 18, 2020.

core:frontend plugin:projector stat:awaiting tensorflower type:bug
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Description

Environment information (required)

Diagnostics
Diagnostics output
--- check: autoidentify
INFO: diagnose_tensorboard.py version ad749c17953187cae68d6c455e8b3fabd3e69096

--- check: general
INFO: sys.version_info: sys.version_info(major=3, minor=7, micro=6, releaselevel='final', serial=0)
INFO: os.name: nt
INFO: os.uname(): N/A
INFO: sys.getwindowsversion(): sys.getwindowsversion(major=10, minor=0, build=18363, platform=2, service_pack='')

--- check: package_management
INFO: has conda-meta: True
INFO: $VIRTUAL_ENV: None

--- check: installed_packages
INFO: installed: tensorboard==2.4.0
WARNING: no installation among: ['tensorflow', 'tensorflow-gpu', 'tf-nightly', 'tf-nightly-2.0-preview', 'tf-nightly-gpu', 'tf-nightly-gpu-2.0-preview']
WARNING: no installation among: ['tensorflow-estimator', 'tensorflow-estimator-2.0-preview', 'tf-estimator-nightly']

--- check: tensorboard_python_version
INFO: tensorboard.version.VERSION: '2.4.0'

--- check: tensorflow_python_version
Traceback (most recent call last):
  File "diagnose_tensorboard.py", line 495, in main
    suggestions.extend(check())
  File "diagnose_tensorboard.py", line 78, in wrapper
    result = fn()
  File "diagnose_tensorboard.py", line 278, in tensorflow_python_version
    import tensorflow as tf
ModuleNotFoundError: No module named 'tensorflow'

--- check: tensorboard_binary_path
INFO: which tensorboard: b'C:\\Users\\Fran\\Anaconda3\\envs\\py37\\Scripts\\tensorboard.exe\r\n'

--- check: addrinfos
socket.has_ipv6 = True
socket.AF_UNSPEC = <AddressFamily.AF_UNSPEC: 0>
socket.SOCK_STREAM = <SocketKind.SOCK_STREAM: 1>
socket.AI_ADDRCONFIG = <AddressInfo.AI_ADDRCONFIG: 1024>
socket.AI_PASSIVE = <AddressInfo.AI_PASSIVE: 1>
Loopback flags: <AddressInfo.AI_ADDRCONFIG: 1024>
Loopback infos: [(<AddressFamily.AF_INET6: 23>, <SocketKind.SOCK_STREAM: 1>, 0, '', ('::1', 0, 0, 0)), (<AddressFamily.AF_INET: 2>, <SocketKind.SOCK_STREAM: 1>, 0, '', ('127.0.0.1', 0))]
Wildcard flags: <AddressInfo.AI_PASSIVE: 1>
Wildcard infos: [(<AddressFamily.AF_INET6: 23>, <SocketKind.SOCK_STREAM: 1>, 0, '', ('::', 0, 0, 0)), (<AddressFamily.AF_INET: 2>, <SocketKind.SOCK_STREAM: 1>, 0, '', ('0.0.0.0', 0))]

--- check: readable_fqdn
INFO: socket.getfqdn(): 'DESKTOP-3QILEV4'

--- check: stat_tensorboardinfo
INFO: directory: C:\Users\Fran\AppData\Local\Temp\.tensorboard-info
INFO: os.stat(...): os.stat_result(st_mode=16895, st_ino=3940649674849896, st_dev=2191977996, st_nlink=1, st_uid=0, st_gid=0, st_size=0, st_atime=1607467982, st_mtime=1607467982, st_ctime=1606969631)
INFO: mode: 0o40777

--- check: source_trees_without_genfiles
INFO: tensorboard_roots (1): ['C:\\Users\\Fran\\Anaconda3\\envs\\py37\\lib\\site-packages']; bad_roots (0): []

--- check: full_pip_freeze
INFO: pip freeze --all:
absl-py==0.11.0
alabaster==0.7.12
altair==4.1.0
anaconda-client==1.7.2
anaconda-project==0.8.3
appdirs==1.4.4
argo-models==2.2.1a0
argon2-cffi @ file:///C:/ci/argon2-cffi_1596828549974/work
asn1crypto @ file:///tmp/build/80754af9/asn1crypto_1596577642040/work
astor==0.8.1
astroid @ file:///C:/ci/astroid_1592481955828/work
astropy==4.0.2
async-generator==1.10
atomicwrites==1.4.0
attrs @ file:///tmp/build/80754af9/attrs_1604765588209/work
awscli==1.18.66
awsume==4.4.1
Babel @ file:///tmp/build/80754af9/babel_1605108370292/work
backcall==0.2.0
backports.os==0.1.1
backports.shutil-get-terminal-size==1.0.0
base58==2.0.0
bayesian-optimization==1.1.0
beautifulsoup4 @ file:///tmp/build/80754af9/beautifulsoup4_1601924105527/work
bitarray @ file:///C:/ci/bitarray_1605065253308/work
bkcharts==0.2
bleach @ file:///tmp/build/80754af9/bleach_1600439572647/work
blinker==1.4
bokeh @ file:///C:/ci/bokeh_1603297932359/work
boto==2.49.0
boto3==1.12.11
botocore==1.12.200
Bottleneck==1.3.2
branca @ file:///home/conda/feedstock_root/build_artifacts/branca_1588860304135/work
cachetools==4.0.0
certifi==2020.11.8
cffi @ file:///C:/ci/cffi_1605538148575/work
chardet @ file:///C:/ci/chardet_1605303259695/work
click==7.1.2
cloudpickle @ file:///tmp/build/80754af9/cloudpickle_1598884132938/work
clyent==1.2.2
colorama @ file:///tmp/build/80754af9/colorama_1603211150991/work
comtypes==1.1.7
confuse==1.4.0
contextlib2==0.6.0.post1
convertdate==2.1.3
cryptography @ file:///C:/ci/cryptography_1605544557248/work
cycler==0.10.0
Cython==0.29.15
cytoolz==0.11.0
dask @ file:///tmp/build/80754af9/dask-core_1602083700509/work
decorator==4.4.2
defusedxml==0.6.0
Deprecated==1.2.7
dill==0.3.1.1
distlib==0.3.1
distributed @ file:///C:/ci/distributed_1605066566400/work
docutils==0.16
entrypoints==0.3
enum-compat==0.0.3
ephem @ file:///C:/ci/ephem_1600355485214/work
et-xmlfile==1.0.1
fastcache==1.1.0
fbprophet==0.6
filelock==3.0.12
Flask==1.1.2
folium @ file:///home/conda/feedstock_root/build_artifacts/folium_1588861378954/work
fsspec @ file:///tmp/build/80754af9/fsspec_1602684995936/work
future==0.18.2
geographiclib==1.50
geopy==2.0.0
gevent @ file:///C:/ci/gevent_1601397624717/work
glob2==0.7
gluonts==0.4.2
google-api-core==1.16.0
google-auth==1.11.2
google-auth-oauthlib==0.4.2
google-cloud-bigquery==1.25.0
google-cloud-core==1.3.0
google-cloud-storage==1.26.0
google-resumable-media==0.5.0
googleapis-common-protos==1.51.0
googlemaps==4.3.1
greenlet @ file:///C:/ci/greenlet_1600874076725/work
grpcio @ file:///D:/bld/grpcio_1594576989517/work
h5py==2.10.0
HeapDict==1.0.1
holidays==0.9.12
html5lib @ file:///tmp/build/80754af9/html5lib_1593446221756/work
htmlmin==0.1.12
hypothesis @ file:///tmp/build/80754af9/hypothesis_1606145406157/work
idna @ file:///tmp/build/80754af9/idna_1593446292537/work
ImageHash==4.2.0
imageio @ file:///tmp/build/80754af9/imageio_1594161405741/work
imagesize==1.2.0
ipython @ file:///C:/ci/ipython_1604101327119/work
ipython-genutils==0.2.0
ipywidgets @ file:///tmp/build/80754af9/ipywidgets_1601490159889/work
isort @ file:///tmp/build/80754af9/isort_1602603989581/work
isoweek==1.3.3
itsdangerous==1.1.0
jdcal==1.4.1
jedi==0.16.0
Jinja2==2.11.2
jmespath==0.9.5
joblib @ file:///tmp/build/80754af9/joblib_1601912903842/work
json5==0.9.5
jsonschema @ file:///tmp/build/80754af9/jsonschema_1602607155483/work
jupyter==1.0.0
jupyter-client @ file:///tmp/build/80754af9/jupyter_client_1601311786391/work
jupyter-console @ file:///tmp/build/80754af9/jupyter_console_1598884538475/work
jupyter-core @ file:///C:/ci/jupyter_core_1606130908768/work
jupyterlab==2.2.6
jupyterlab-pygments @ file:///tmp/build/80754af9/jupyterlab_pygments_1601490720602/work
jupyterlab-server @ file:///tmp/build/80754af9/jupyterlab_server_1594164409481/work
keyring @ file:///C:/ci/keyring_1601488971022/work
kfp==0.2.5
kfp-server-api==0.1.40
kiwisolver @ file:///C:/ci/kiwisolver_1603996595157/work
kubernetes==10.0.0
lazy-object-proxy==1.4.3
libarchive-c==2.9
llvmlite==0.34.0
locket==0.2.0
LunarCalendar==0.0.9
lxml @ file:///C:/ci/lxml_1603216364379/work
Markdown==3.3.3
MarkupSafe @ file:///C:/ci/markupsafe_1594405949945/work
matplotlib==3.3.3
mccabe==0.6.1
menuinst==1.4.16
missingno==0.4.2
mistune @ file:///C:/ci/mistune_1594373272338/work
mkl-fft==1.2.0
mkl-random==1.1.1
mkl-service==2.3.0
mock==4.0.2
more-itertools @ file:///tmp/build/80754af9/more-itertools_1605111547926/work
mpmath==1.1.0
msgpack==1.0.0
multipledispatch==0.6.0
mxnet==1.4.1
nbclient @ file:///tmp/build/80754af9/nbclient_1602783176460/work
nbconvert @ file:///C:/ci/nbconvert_1601914921407/work
nbformat @ file:///tmp/build/80754af9/nbformat_1602783287752/work
nest-asyncio @ file:///tmp/build/80754af9/nest-asyncio_1606153767164/work
networkx @ file:///tmp/build/80754af9/networkx_1598376031484/work
nltk @ file:///tmp/build/80754af9/nltk_1592496090529/work
nose @ file:///C:/ci/nose_1594377973236/work
notebook @ file:///C:/ci/notebook_1601494955742/work
numba==0.51.2
numexpr==2.7.1
numpy @ file:///C:/ci/numpy_and_numpy_base_1603468620949/work
numpydoc @ file:///tmp/build/80754af9/numpydoc_1605117425582/work
oauthlib==3.1.0
olefile==0.46
openpyxl @ file:///tmp/build/80754af9/openpyxl_1598113097404/work
packaging==20.4
pandas @ file:///C:/ci/pandas_1602088205210/work
pandas-profiling==2.9.0
pandocfilters @ file:///C:/ci/pandocfilters_1605102427207/work
parso @ file:///tmp/build/80754af9/parso_1596826841367/work
partd==1.1.0
path @ file:///C:/ci/path_1596940809557/work
pathlib2 @ file:///C:/ci/pathlib2_1594381094851/work
pathtools==0.1.2
patsy==0.5.1
pep8==1.7.1
phik==0.10.0
pickle5 @ file:///D:/bld/pickle5_1592859470301/work
pickleshare @ file:///C:/ci/pickleshare_1594374056827/work
Pillow @ file:///C:/ci/pillow_1603821929285/work
pip==20.2.4
pipenv==2020.6.2
pkginfo==1.6.1
pluggy==0.13.1
prometheus-client==0.8.0
prompt-toolkit @ file:///tmp/build/80754af9/prompt-toolkit_1602688806899/work
protobuf==3.11.3
psutil @ file:///C:/ci/psutil_1598352273540/work
psycopg2-binary==2.8.5
py @ file:///tmp/build/80754af9/py_1593446248552/work
pyarrow==0.17.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
PyAthena @ file:///home/conda/feedstock_root/build_artifacts/pyathena_1593325710681/work
pycodestyle==2.6.0
pycosat==0.6.3
pycparser @ file:///tmp/build/80754af9/pycparser_1594388511720/work
pycrypto==2.6.1
pycurl==7.43.0.6
pydantic==1.4
pydeck==0.3.1
pyflakes==2.2.0
Pygments @ file:///tmp/build/80754af9/pygments_1604103097372/work
PyJWT==1.7.1
pylint @ file:///C:/ci/pylint_1598605958085/work
pyodbc===4.0.0-unsupported
pyOpenSSL @ file:///tmp/build/80754af9/pyopenssl_1605545627475/work
pyparsing==2.4.7
pyreadline==2.1
pyrsistent @ file:///C:/ci/pyrsistent_1600123688363/work
PySocks @ file:///C:/ci/pysocks_1594394709107/work
pystan==2.19.0.0
pytest==0.0.0
pytest-arraydiff==0.3
pytest-astropy==0.8.0
pytest-astropy-header==0.1.2
pytest-doctestplus @ file:///tmp/build/80754af9/pytest-doctestplus_1598624048543/work
pytest-openfiles==0.5.0
pytest-remotedata==0.3.2
python-dateutil==2.8.1
pytz==2019.3
PyWavelets @ file:///C:/ci/pywavelets_1601658407053/work
pywin32==227
pywin32-ctypes @ file:///C:/ci/pywin32-ctypes_1594392691209/work
pywinpty==0.5.7
PyYAML==5.3.1
pyzmq==18.1.1
QtAwesome @ file:///tmp/build/80754af9/qtawesome_1602272867890/work
qtconsole @ file:///tmp/build/80754af9/qtconsole_1600870028330/work
QtPy==1.9.0
regex @ file:///C:/ci/regex_1602782614108/work
requests==2.25.0
requests-oauthlib==1.3.0
requests-toolbelt==0.9.1
rope @ file:///tmp/build/80754af9/rope_1602264064449/work
rsa==3.4.2
ruamel-yaml==0.15.87
s3transfer==0.3.3
scikit-image==0.17.2
scikit-learn @ file:///C:/ci/scikit-learn_1598376983131/work
scipy @ file:///C:/ci/scipy_1597686737426/work
seaborn @ file:///tmp/build/80754af9/seaborn_1600553570093/work
Send2Trash==1.5.0
setuptools==50.3.1.post20201107
simplegeneric==0.8.1
singledispatch @ file:///tmp/build/80754af9/singledispatch_1602523705405/work
six @ file:///C:/ci/six_1605205426665/work
snowballstemmer==2.0.0
sortedcollections==1.2.1
sortedcontainers==2.2.2
soupsieve==2.0.1
Sphinx @ file:///tmp/build/80754af9/sphinx_1597428793432/work
sphinxcontrib-applehelp==1.0.2
sphinxcontrib-devhelp==1.0.2
sphinxcontrib-htmlhelp==1.0.3
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.3
sphinxcontrib-serializinghtml==1.1.4
sphinxcontrib-websupport @ file:///tmp/build/80754af9/sphinxcontrib-websupport_1597081412696/work
spyder==3.3.6
spyder-kernels==0.5.2
SQLAlchemy @ file:///C:/ci/sqlalchemy_1603818968375/work
statsmodels==0.11.0
streamlit==0.59.0
strip-hints==0.1.8
sympy @ file:///C:/ci/sympy_1605119633474/work
tables==3.6.1
tabulate==0.8.3
tangled-up-in-unicode==0.0.6
tblib @ file:///tmp/build/80754af9/tblib_1597928476713/work
tenacity @ file:///C:/ci/tenacity_1597706758985/work
tensorboard==2.4.0
tensorboard-plugin-wit==1.7.0
terminado==0.9.1
testpath==0.4.4
threadpoolctl @ file:///tmp/tmp9twdgx9k/threadpoolctl-2.1.0-py3-none-any.whl
tifffile==2020.10.1
toml @ file:///tmp/build/80754af9/toml_1592853716807/work
toolz @ file:///tmp/build/80754af9/toolz_1601054250827/work
torch==1.4.0
torchvision==0.5.0
tornado==6.0.4
tqdm==4.43.0
traitlets @ file:///tmp/build/80754af9/traitlets_1602787416690/work
typed-ast==1.4.1
typing-extensions @ file:///tmp/build/80754af9/typing_extensions_1598376058250/work
tzlocal==2.0.0
ujson==1.35
unicodecsv==0.14.1
urllib3==1.24.3
validators==0.15.0
virtualenv==20.0.30
virtualenv-clone==0.5.4
visions==0.5.0
watchdog==0.10.2
wcwidth @ file:///tmp/build/80754af9/wcwidth_1593447189090/work
webencodings==0.5.1
websocket-client==0.57.0
Werkzeug==1.0.1
wheel==0.35.1
widgetsnbextension==3.5.1
win-inet-pton @ file:///C:/ci/win_inet_pton_1605306165655/work
win-unicode-console==0.5
wincertstore==0.2
wrapt==1.11.2
xlrd==1.2.0
XlsxWriter @ file:///tmp/build/80754af9/xlsxwriter_1602692860603/work
xlwings==0.20.8
xlwt==1.3.0
zict==2.0.0
zipp @ file:///tmp/build/80754af9/zipp_1604001098328/work
zope.event==4.5.0
zope.interface @ file:///C:/ci/zope.interface_1602002496598/work

System version:

  • Windows 10
  • Chrome Version 87.0.4280.66 (Official Build) (64-bit)

Issue description

Tensor data not being refreshed in Projector.
When the page is refreshed, tensorboard does not update the tensor data if it has changed. It only refreshes the metadata file.
This is more obvious when the tensor data size changes. In that case, it shows a mismatch error in size ("Number of tensors do not match the number of lines in metadata") .
The whole log folder can be even deleted and tensorboard still shows the old tensor data. It's catching the first tensor available after running the projector.
The workaround is to close the server and running it again.

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