Logging during training

[parthnatekar]

Hi,

Is there a way to track my losses and variables during training? Can't find an option to do that - I'm used to TF2/Keras so if you have any resources where I can find how to do that while running the TF1 session please share them.

[jonaballe]

Hi, yes, you can use a Mean metric, or summaries, for example. In our example models we are tracking rate, distortion and loss value using metrics. The Mean metric averages a given scalar value over the epoch, and it can be logged to TensorBoard using the TensorBoard callback. Alternatively, you can directly create a summary which will log the value instantaneously.