TensorBoard

lastmod 2024-05-10created 2019-04-226 edits

Categories

• Detectron2#Logging fields - How to read each graph when checking the log files after training with TensorBoard.

Running as a module

It does not run with python -m tensorboard. Use it as follows:

python -m tensorboard.main

Example

Frequently used command:

python -m tensorboard.main --host=0.0.0.0 --logdir=./runs

How to use TensorBoard in PyTorch

• Using TensorBoard with PyTorch — PyTorch tutorials in Korean=

Troubleshooting

got an unexpected keyword argument 'serialized_options'

• python - Tensorboard TypeError: init() got an unexpected keyword argument 'serialized_options' - Stack Overflow

Conclusion: just match the protobuf version properly.

See also

• tensorboardX
• Tensorflow

Favorite site

• TensorBoard: Visualizing Learning
• Paikung :: How to use TensorBoard