non-trival -> non-trivial     some suggested word tweaks:  The primary goal of this **t**utorial is to **provide** developers who work with the Raspberry Pi or similar embedded ARM-based devices with a guide to compiling MxNet for those devices**,** as well as running a non-triv**i**al, pre-trained deep network model. 