Tensorboard for Tensorflow.JS under Windows 10

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I spent long time trying to figure out how to install and run Tensorboard on a Windows 10 machine, for projects that are using Tensorflow.JS

Has anybody ever made this work? If so, please share the steps.

I have Tensorflow.JS working fine with my GPU under Windows 10, but I cannot find any documentation for using Tensorboard under the combination of Windows + Tensorflow.JS

Environment:

  • Windows 10 64-bit
  • Node.JS v14.17.3
  • Python v3.8.9
  • Tensorflow v2.5.0
  • Tensorflow.JS v3.8.0

I'm using @tensorflow/tfjs-node-gpu, with RTX3080Ti, which works fine.

tensorflow.js tensorboard
1 Answers

The documentation here shows how to integrate tfjs in node with the tensorboad. But it requires tensorboard to be aldready installed.

When using it tensorflow with python, tensorboard comes as a dependency of the tensorflow package. But using it in js requires to install the tensorboard package as a standalone package.

pip install tensorboard

So far, pip is the only way I think to install tensorboard. If the command fails, it probably must have to do with the python version, but it can be changed easily

user_50699570
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