Tensorflow works w/ GPU, but warns when invoked within R 'for' loop: 'triggered tf.function retracing'

Question

I\'m using R/Keras/TensorFlow to implement a CNN for regression in the context of neuroscience analysis, and this entails applying the same TF model (exact same model struct