How can we plot the model history in steps?

tarrade / proj_multilingual_text_classification

Explore multilingal text classification using embedding, bert and deep learning architecture

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How can we plot the model history in steps? #6

Closed vluechinger closed 4 years ago

vluechinger commented 4 years ago

Possible approaches:

Tensorboard
using the saved models from each step of the process, implementing the callback option

tarrade commented 4 years ago

it seems that Tensorboard is displaying what is provided by Keras.

what is working is to create a callback and store acc and loss per step and reuse some plot function to create the plot. This is implemented in notebook/00-Test/08_SST2_Huggingface_model.ipynb

this is a good solution but we need something in TensorBoard. Opening a separate issue

(I need to fix the legend from epoch --> step)