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Model weights and gradients in TrainKeras

Open brollb opened this issue 4 years ago • 1 comments

It would be nice to visualize the model weights and gradients in TrainKeras as this can be useful in detecting things like vanishing/exploding gradients.

brollb avatar Jan 13 '21 14:01 brollb

Should these be visualized on the training architecture? The approach used with pipelines/executions could be useful here, too. The neural network architectures could be augmented with "execution" information such as model weights which can then be visualized... Maybe this would be best to add as metadata to trained Keras models which can be used to view model checkpoints.

brollb avatar Jan 13 '21 14:01 brollb