.. _book_fig_appendix_fig_broadcast_visual:


Broadcast Visualization
-----------------------
Figure A.1

A visualization of NumPy array broadcasting. Note that the extra memory
indicated by the dotted boxes is never allocated, but it can be convenient
to think about the operations as if it is.



.. image:: ../images/appendix/fig_broadcast_visual_1.png
    :scale: 100
    :align: center


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