How do I install TensorFlow s tensorboard

Question

User · Answer

If your Tensorflow install is located here:

/usr/local/lib/python2.7/dist-packages/tensorflow

then the python command to launch Tensorboard is:

$ python /usr/local/lib/python2.7/dist-packages/tensorflow/tensorboard/tensorboard.py --logdir=/home/user/Documents/.../logdir

The installation from pip allows you to use:

$ tensorboard --logdir=/home/user/Documents/.../logdir

User · Answer

If you installed TensorFlow using pip  then the location of TensorBoard can be retrieved by issuing the command which tensorboard on the terminal  You can then edit the TensorBoard file  if necessary

User · Answer

Try typing which tensorboard in your terminal  It should exist if you installed with pip as mentioned in the tensorboard README  although the documentation doesn t tell you that you can now launch tensorboard without doing anything else    You need to give it a log directory  If you are in the directory where you saved your graph  you can launch it from your terminal with something like   tensorboard --logdir     or more generally   tensorboard --logdir  path to log directory   for any log directory   Then open your favorite web browser and type in localhost 6006 to connect   That should get you started  As for logging anything useful in your training process  you need to use the TensorFlow Summary API  You can also use the TensorBoard callback in Keras

User · Answer

The pip package you are looking for is tensorflow-tensorboard developed by Google

User · Answer

Adding this just for the sake of completeness of this question  some questions may get closed as duplicate of this one    I usually use user mode for pip ie  pip install --user even if instructions assume root mode  That way  my tensorboard installation was in    local bin tensorboard  and it was not in my path  which shouldn t be ideal either   So I was not able to access it   In this case  running  sudo ln -s    local bin tensorboard  usr bin   should fix it

User · Answer

It is better not to mix up the virtual environments or perform installation on the root directory  Steps I took for hassle free installation are as below  I used conda for installing all my dependencies instead of pip  I m answering with extra details  because when I tried to install tensor board and tensor flow on my root env  it messed up     Create a virtual env   conda create --name my env python 3 6 Activate virtual environment  source activate my env Install basic required modules  conda install pandas  conda install tensorflow Install tensor board   conda install -c condo-forge tensor board   Hope that helps

User · Answer

The steps to install Tensorflow are here  https   www tensorflow org install   For example  on Linux for CPU-only  no GPU   you would type this command   pip install -U pip pip install tensorflow   Since TensorFlow depends on TensorBoard  running the following command should not be necessary   pip install tensorboard

User · Answer

you may have installed tensorflow to virtualenv  activate it and tensorboard command will become available

User · Answer

If you re using the anaconda distribution of Python  then simply do       conda install -c conda-forge tensorboard    or       conda install -c anaconda tensorboard      Also  you can have a look at various builds by search the packages repo by      anaconda search -t conda tensorboard   which would list the channels and the corresponding builds  the supported OS  Python versions etc

User · Answer

TensorBoard isn t a separate component  TensorBoard comes packaged with TensorFlow

User · Answer

pip install tensorflow tensorboard    install tensorboard pip show tensorflow tensorboard   Location  c  users  lt name gt  appdata roaming python python35 site-packages   now just run tensorboard as  python c  users  lt name gt  appdata roaming python python35 site-packages tensorboard main py --logdir  lt logidr gt

User · Answer

I have a local install of tensorflow 1 15 0  with tensorboard obviously included  on MacOS   For me  the path to the relevant file within my user directory is Library Python 3 7 lib python site-packages tensorboard main py   So  which does not work for me  but you have to look for the file named main py  which is weird since it apparently is named something else for other users

User · Answer

It may be helpful to make an alias for it   Install and find your tensorboard location   pip install tensorboard pip show tensorboard   Add the following alias in  bashrc   alias tensorboard  python pathShownByPip tensorboard main py    Open another terminal or run exec bash   For Windows users  cd into pathShownByPip tensorboard and run python main py from there   For Python 3 x  use pip3 instead of pip  and don t forget to use python3 in the alias

[tensorflow] How do I install TensorFlow's tensorboard?

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