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TensorBoard profile overview tab not displaying in TensorFlow's official demo

See original GitHub issue

Environment information (required)

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

--- check: installed_packages
INFO: installed: tensorboard==2.3.0
INFO: installed: tensorflow==2.3.0
INFO: installed: tensorflow-estimator==2.3.0

--- check: tensorboard_python_version
INFO: tensorboard.version.VERSION: '2.3.0'

--- check: tensorflow_python_version
2020-09-08 07:23:32.189053: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.1
INFO: tensorflow.__version__: '2.3.0'
INFO: tensorflow.__git_version__: 'v2.3.0-0-gb36436b087'

--- check: tensorboard_binary_path
INFO: which tensorboard: b'/usr/local/bin/tensorboard\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: 32>
socket.AI_PASSIVE = <AddressInfo.AI_PASSIVE: 1>
Loopback flags: <AddressInfo.AI_ADDRCONFIG: 32>
Loopback infos: [(<AddressFamily.AF_INET: 2>, <SocketKind.SOCK_STREAM: 1>, 6, '', ('127.0.0.1', 0))]
Wildcard flags: <AddressInfo.AI_PASSIVE: 1>
Wildcard infos: [(<AddressFamily.AF_INET: 2>, <SocketKind.SOCK_STREAM: 1>, 6, '', ('0.0.0.0', 0)), (<AddressFamily.AF_INET6: 10>, <SocketKind.SOCK_STREAM: 1>, 6, '', ('::', 0, 0, 0))]

--- check: readable_fqdn
INFO: socket.getfqdn(): '84a135ff9842'

--- check: stat_tensorboardinfo
INFO: directory: /tmp/.tensorboard-info
INFO: os.stat(...): os.stat_result(st_mode=16895, st_ino=3812019, st_dev=50, st_nlink=2, st_uid=0, st_gid=0, st_size=4096, st_atime=1599549073, st_mtime=1599549073, st_ctime=1599549073)
INFO: mode: 0o40777

--- check: source_trees_without_genfiles
INFO: tensorboard_roots (1): ['/usr/local/lib/python3.6/dist-packages']; bad_roots (0): []

--- check: full_pip_freeze
INFO: pip freeze --all:
absl-py==0.8.1
alabaster==0.7.12
albumentations==0.1.12
altair==4.1.0
argon2-cffi==20.1.0
asgiref==3.2.10
astor==0.8.1
astropy==4.0.1.post1
astunparse==1.6.3
atari-py==0.2.6
atomicwrites==1.4.0
attrs==20.1.0
audioread==2.1.8
autograd==1.3
Babel==2.8.0
backcall==0.2.0
beautifulsoup4==4.6.3
bleach==3.1.5
blis==0.4.1
bokeh==2.1.1
boto==2.49.0
boto3==1.14.48
botocore==1.17.48
Bottleneck==1.3.2
branca==0.4.1
bs4==0.0.1
CacheControl==0.12.6
cachetools==4.1.1
catalogue==1.0.0
certifi==2020.6.20
cffi==1.14.2
chainer==7.4.0
chardet==3.0.4
click==7.1.2
cloudpickle==1.3.0
cmake==3.12.0
cmdstanpy==0.4.0
colorlover==0.3.0
community==1.0.0b1
contextlib2==0.5.5
convertdate==2.2.1
coverage==3.7.1
coveralls==0.5
crcmod==1.7
cufflinks==0.17.3
cupy-cuda101==7.4.0
cvxopt==1.2.5
cvxpy==1.0.31
cycler==0.10.0
cymem==2.0.3
Cython==0.29.21
daft==0.0.4
dask==2.12.0
dataclasses==0.7
datascience==0.10.6
debugpy==1.0.0rc2
decorator==4.4.2
defusedxml==0.6.0
descartes==1.1.0
dill==0.3.2
distributed==1.25.3
Django==3.1
dlib==19.18.0
dm-tree==0.1.5
docopt==0.6.2
docutils==0.15.2
dopamine-rl==1.0.5
earthengine-api==0.1.232
easydict==1.9
ecos==2.0.7.post1
editdistance==0.5.3
en-core-web-sm==2.2.5
entrypoints==0.3
ephem==3.7.7.1
et-xmlfile==1.0.1
fa2==0.3.5
fancyimpute==0.4.3
fastai==1.0.61
fastdtw==0.3.4
fastprogress==1.0.0
fastrlock==0.5
fbprophet==0.6
feather-format==0.4.1
filelock==3.0.12
firebase-admin==4.1.0
fix-yahoo-finance==0.0.22
Flask==1.1.2
folium==0.8.3
future==0.16.0
gast==0.3.3
GDAL==2.2.2
gdown==3.6.4
gensim==3.6.0
geographiclib==1.50
geopy==1.17.0
gin-config==0.3.0
glob2==0.7
google==2.0.3
google-api-core==1.16.0
google-api-python-client==1.7.12
google-auth==1.17.2
google-auth-httplib2==0.0.4
google-auth-oauthlib==0.4.1
google-cloud-bigquery==1.21.0
google-cloud-core==1.0.3
google-cloud-datastore==1.8.0
google-cloud-firestore==1.7.0
google-cloud-language==1.2.0
google-cloud-storage==1.18.1
google-cloud-translate==1.5.0
google-colab==1.0.0
google-pasta==0.2.0
google-resumable-media==0.4.1
googleapis-common-protos==1.52.0
googledrivedownloader==0.4
graphviz==0.10.1
grpcio==1.31.0
gspread==3.0.1
gspread-dataframe==3.0.8
gviz-api==1.9.0
gym==0.17.2
h5py==2.10.0
HeapDict==1.0.1
holidays==0.9.12
holoviews==1.13.3
html5lib==1.0.1
httpimport==0.5.18
httplib2==0.17.4
httplib2shim==0.0.3
humanize==0.5.1
hyperopt==0.1.2
ideep4py==2.0.0.post3
idna==2.10
image==1.5.32
imageio==2.4.1
imagesize==1.2.0
imbalanced-learn==0.4.3
imblearn==0.0
imgaug==0.2.9
importlib-metadata==1.7.0
imutils==0.5.3
inflect==2.1.0
iniconfig==1.0.1
intel-openmp==2020.0.133
intervaltree==2.1.0
ipykernel==4.10.1
ipython==5.5.0
ipython-genutils==0.2.0
ipython-sql==0.3.9
ipywidgets==7.5.1
itsdangerous==1.1.0
jax==0.1.75
jaxlib==0.1.52
jdcal==1.4.1
jedi==0.17.2
jieba==0.42.1
Jinja2==2.11.2
jmespath==0.10.0
joblib==0.16.0
jpeg4py==0.1.4
jsonschema==2.6.0
jupyter==1.0.0
jupyter-client==5.3.5
jupyter-console==5.2.0
jupyter-core==4.6.3
kaggle==1.5.6
kapre==0.1.3.1
Keras==2.4.3
Keras-Preprocessing==1.1.2
keras-vis==0.4.1
kiwisolver==1.2.0
knnimpute==0.1.0
librosa==0.6.3
lightgbm==2.2.3
llvmlite==0.31.0
lmdb==0.99
lucid==0.3.8
LunarCalendar==0.0.9
lxml==4.2.6
Markdown==3.2.2
MarkupSafe==1.1.1
matplotlib==3.2.2
matplotlib-venn==0.11.5
missingno==0.4.2
mistune==0.8.4
mizani==0.6.0
mkl==2019.0
mlxtend==0.14.0
more-itertools==8.4.0
moviepy==0.2.3.5
mpmath==1.1.0
msgpack==1.0.0
multiprocess==0.70.10
multitasking==0.0.9
murmurhash==1.0.2
music21==5.5.0
natsort==5.5.0
nbconvert==5.6.1
nbformat==5.0.7
networkx==2.5
nibabel==3.0.2
nltk==3.2.5
notebook==5.3.1
np-utils==0.5.12.1
numba==0.48.0
numexpr==2.7.1
numpy==1.18.5
nvidia-ml-py3==7.352.0
oauth2client==4.1.3
oauthlib==3.1.0
okgrade==0.4.3
opencv-contrib-python==4.1.2.30
opencv-python==4.1.2.30
openpyxl==2.5.9
opt-einsum==3.3.0
osqp==0.6.1
packaging==20.4
palettable==3.3.0
pandas==1.0.5
pandas-datareader==0.8.1
pandas-gbq==0.11.0
pandas-profiling==1.4.1
pandocfilters==1.4.2
panel==0.9.7
param==1.9.3
parso==0.7.1
pathlib==1.0.1
patsy==0.5.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==7.0.0
pip==19.3.1
pip-tools==4.5.1
plac==1.1.3
plotly==4.4.1
plotnine==0.6.0
pluggy==0.7.1
portpicker==1.3.1
prefetch-generator==1.0.1
preshed==3.0.2
prettytable==0.7.2
progressbar2==3.38.0
prometheus-client==0.8.0
promise==2.3
prompt-toolkit==1.0.18
protobuf==3.12.4
psutil==5.4.8
psycopg2==2.7.6.1
ptyprocess==0.6.0
py==1.9.0
pyarrow==0.14.1
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycocotools==2.0.1
pycparser==2.20
pyct==0.4.6
pydata-google-auth==1.1.0
pydot==1.3.0
pydot-ng==2.0.0
pydotplus==2.0.2
PyDrive==1.3.1
pyemd==0.5.1
pyglet==1.5.0
Pygments==2.1.3
pygobject==3.26.1
pymc3==3.7
PyMeeus==0.3.7
pymongo==3.11.0
pymystem3==0.2.0
PyOpenGL==3.1.5
pyparsing==2.4.7
pyrsistent==0.16.0
pysndfile==1.3.8
PySocks==1.7.1
pystan==2.19.1.1
pytest==3.6.4
python-apt==1.6.5+ubuntu0.3
python-chess==0.23.11
python-dateutil==2.8.1
python-louvain==0.14
python-slugify==4.0.1
python-utils==2.4.0
pytz==2018.9
pyviz-comms==0.7.6
PyWavelets==1.1.1
PyYAML==3.13
pyzmq==19.0.2
qtconsole==4.7.6
QtPy==1.9.0
regex==2019.12.20
requests==2.23.0
requests-oauthlib==1.3.0
resampy==0.2.2
retrying==1.3.3
rpy2==3.2.7
rsa==4.6
s3transfer==0.3.3
scikit-image==0.16.2
scikit-learn==0.22.2.post1
scipy==1.4.1
screen-resolution-extra==0.0.0
scs==2.1.2
seaborn==0.10.1
Send2Trash==1.5.0
setuptools==49.6.0
setuptools-git==1.2
Shapely==1.7.1
simplegeneric==0.8.1
six==1.15.0
sklearn==0.0
sklearn-pandas==1.8.0
smart-open==2.1.0
snowballstemmer==2.0.0
sortedcontainers==2.2.2
spacy==2.2.4
Sphinx==1.8.5
sphinxcontrib-serializinghtml==1.1.4
sphinxcontrib-websupport==1.2.4
SQLAlchemy==1.3.19
sqlparse==0.3.1
srsly==1.0.2
statsmodels==0.10.2
sympy==1.1.1
tables==3.4.4
tabulate==0.8.7
tblib==1.7.0
tensorboard==2.3.0
tensorboard-plugin-profile==2.3.0
tensorboard-plugin-wit==1.7.0
tensorboardcolab==0.0.22
tensorflow==2.3.0
tensorflow-addons==0.8.3
tensorflow-datasets==2.1.0
tensorflow-estimator==2.3.0
tensorflow-gcs-config==2.3.0
tensorflow-hub==0.9.0
tensorflow-metadata==0.23.0
tensorflow-privacy==0.2.2
tensorflow-probability==0.11.0
termcolor==1.1.0
terminado==0.8.3
testpath==0.4.4
text-unidecode==1.3
textblob==0.15.3
textgenrnn==1.4.1
Theano==1.0.5
thinc==7.4.0
tifffile==2020.8.25
toml==0.10.1
toolz==0.10.0
torch==1.6.0+cu101
torchsummary==1.5.1
torchtext==0.3.1
torchvision==0.7.0+cu101
tornado==5.1.1
tqdm==4.41.1
traitlets==4.3.3
tweepy==3.6.0
typeguard==2.7.1
typing-extensions==3.7.4.3
tzlocal==1.5.1
umap-learn==0.4.6
uritemplate==3.0.1
urllib3==1.24.3
vega-datasets==0.8.0
wasabi==0.7.1
wcwidth==0.2.5
webencodings==0.5.1
Werkzeug==1.0.1
wheel==0.35.1
widgetsnbextension==3.5.1
wordcloud==1.5.0
wrapt==1.12.1
xarray==0.15.1
xgboost==0.90
xkit==0.0.0
xlrd==1.1.0
xlwt==1.3.0
yellowbrick==0.9.1
zict==2.0.0
zipp==3.1.0

Issue description

I am using the official TensorBoard profile demo located at: https://www.tensorflow.org/tensorboard/tensorboard_profiling_keras and running the example in the provided colab notebook. However, after running the demo the profiler tab in TensorBoard doesn’t seem to display.

Any thoughts what could be the issue?

Issue Analytics

State:
Created 3 years ago
Comments:6 (1 by maintainers)

Top GitHub Comments

1reaction

comihaicommented, Sep 27, 2021

@rmothukuru, I want to get shown the profile tab in tensorboard, but there is no such option in INACTIVE dropdown. @stephanwlee, nor the refresh button did anything. I am using tensorflow 2.2.0 with keras 2.4.3, tensorboard 2.6.0, tensorboard-plugin-profile 2.5.0. Any help on what I have to do to get shown the profile option in my tensorboard session?

0reactions

IamMohitMcommented, Mar 8, 2022

Yes, I can’t find the profile option in the dropdown menu either. I’m using tensorflow 2.2.1. On the tensorflow profiler tutorial page (https://www.tensorflow.org/tensorboard/tensorboard_profiling_keras), I can see that it requires the latest version of tensorflow. However, using the latest version is not possible for my use case. Is there a way around this?

I’m connected via ssh to a remote instance on VSCODE. Therefore running tensorboard on a remote instance and accessing via vscode.

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