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TIL the examples on cppreference.com are runnable (and editable too) on the website!
The massive collection of editable, online-runnable, wonderfully constructed examples of C++ use at cppreference might just be the best way to learn modern C++. Such a magnificent and under-appreciated resource. en.cppreference.com/w/cpp/numeric/…
A lab journal on how the authors systematically find a way to optimize NN model size, model accuracy and inference time. Result from the journal: arxiv.org/abs/1806.03723
Just came across the markdown journal for the fast-deepnets project. Really nice to read through a journal taking through the project's evolution. I usually maintain such a journal per project, but privately and not as pretty. github.com/mitdbg/fastdee…
Think BatchNorm helps training due to reducing internal covariate shift? Think again. (What BatchNorm *does* seem to do though, both empirically and in theory, is to smoothen out the optimization landscape.) (with @ShibaniSan @tsiprasd @andrew_ilyas) arxiv.org/abs/1805.11604
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