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

[hampusrosvall]

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 = socket.SOCK_STREAM = socket.AI_ADDRCONFIG = socket.AI_PASSIVE = Loopback flags: Loopback infos: [(, , 6, '', ('127.0.0.1', 0))] Wildcard flags: Wildcard infos: [(, , 6, '', ('0.0.0.0', 0)), (, , 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?

[rmothukuru]

@hampusrosvall, Profile Option is present in the Dropdown, where you can see, Inactive, as shown in the screenshot below. Thanks!

[stephanwlee]

Like @rmothukuru indicated, it looks like you can manually find the plugin in the inactive plugin listing. Alternatively, you can click the reload button here:

[hampusrosvall]

Thanks for the help! Reloading the page as suggested by @stephanwlee solved this issue.

[rmothukuru]

Closing the issue as it has been resolved. Thanks!

[comihai]

@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?

[IamMohitM]

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.