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@@ -254,7 +254,7 @@ may construct a an [`Optimizer`]
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(https://www.tensorflow.org/api_docs/python/train.html#optimizers) in TensorFlow
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that constructs the necessary graph for either case diagrammed below from
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TensorFlow [Whitepaper]
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-(http://download.tensorflow.org/paper/whitepaper2015.pdf)):
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+(http://download.tensorflow.org/paper/whitepaper2015.pdf):
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<div style="width:40%; margin:auto; margin-bottom:10px; margin-top:20px;">
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<img style="width:100%"
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Olivia