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clarified example
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@ -56,7 +56,9 @@ template <typename SUBNET> using ares_down = base_ares<2,SUBNET>;
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// Now that we have these convenient aliases, we can define a residual network
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// without a lot of typing. Note the use of a repeat layer. This special layer
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// type allows us to type repeat<9,res<SUBNET>> instead of
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// res<res<res<res<res<res<res<res<res<SUBNET>>>>>>>>>.
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// res<res<res<res<res<res<res<res<res<SUBNET>>>>>>>>>. It will also prevent
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// the compiler from complaining about super deep template nesting when creating
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// large networks.
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const unsigned long number_of_classes = 10;
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using net_type = loss_multiclass_log<fc<number_of_classes,
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avg_pool<11,11,11,11,
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