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So, it the end, three converted models were obtained: a regular 32 bit floating point one, an 8 bit half quantized (only the weights, not the activations) one, and a fully quantized one.
The following images show the graphs of the models before and after conversion(click to enlarge).
{| class="wikitable" style="margin: auto;"
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|[[File:ML - Keras1.15 fruitsmodel.png|none|thumb|1000x1000px]]
