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doc/gettingstarted.txt
@@ -85,7 +85,7 @@ MNIST Dataset
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variables and access it based on the minibatch index, given a fixed
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and known batch size. The reason behind shared variables is
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related to using the GPU. There is a large overhead when copying data
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- into the GPU memory. If you would copy data on request ( each minibatch
+ into the GPU memory. If you would copy data on request (each minibatch
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individually when needed) as the code will do if you do not use shared
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variables, due to this overhead, the GPU code will not be much faster
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then the CPU code (maybe even slower). If you have your data in
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