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authorGravatar A. Unique TensorFlower <gardener@tensorflow.org>2018-03-02 08:20:27 -0800
committerGravatar TensorFlower Gardener <gardener@tensorflow.org>2018-03-02 08:24:35 -0800
commit60740a489475365815c50d5b0d3c352d420454ab (patch)
treedb2f9e79decc64a8e32fd76a216f6fee9a98497a /CODEOWNERS
parent2d3e25245ec4dc2b791212b65b17a7ff4051dfe3 (diff)
Eliminate the creation of unnecessary read ops when working with ResourceVariables.
In particular: 1. Don't create additional read ops when creating a ResourceVariable from a VariableDef proto. 2. Expose the ability to assign a ResourceVariable without reading & returning the new value. 3. Colocating with a ResourceVariable's ".op" property eliminates the creation of additional read ops. 4. Savers can read a variable's value using the _graph_element property, since these reads don't need control dependencies. This makes the visualization of graphs on TensorBoard much nicer. PiperOrigin-RevId: 187622122
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