alibaba / pipcook

Machine learning platform for Web developers
https://alibaba.github.io/pipcook/
Apache License 2.0
2.54k stars 209 forks source link

meta: how to work with tensorboard #20

Open yorkie opened 4 years ago

yorkie commented 4 years ago

TensorBoard is TensorFlow's visualization toolkit, it can do many visualization works as https://www.tensorflow.org/tensorboard described. To use this toolkit with the model, the easy way is to use tf.keras.callbacks.TensorBoard with model.fit's callbacks, and the other ways are under the tf.summary.

There are two ways to use TensorBoard in Pipcook:

Which way do you think is better? @utkobe @wordcount

yorkie commented 4 years ago

The tfjs API: https://js.tensorflow.org/api_node/1.7.0/#node.tensorBoard