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==Building the application==
===Train the model===
===Prune the model===
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A much more detailed description of the computational graph , showing all the nodes and the corrisponding operations, is provided as follows:
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Op: Softmax -- Name: predictions/Softmax
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The structure of the current computational graph can be optimized, using the Graph Transform tool, which is provided within the Tensorflow framework. The tool allows the application of a series of transformations which reduces the complexity of the input graph, erasing all the nodes and the operation which are not useful for the purpose of inference. The list of used transformations is the following one:
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After performing the optimization, the new description of the computational graph is the following one; note that
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total nodes : 42
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A much more detailed description of the computational graph, showing all the nodes and the corrisponding operations, is provided as follows:
<pre>