hogepodge opened a new pull request #7612: URL: https://github.com/apache/tvm/pull/7612
This patch refactors a number of tutorials, and adds additional documents, to create a Getting Started with TVM Tutorial. The aim of the tutorial is to guide a new user of TVM through the features and architecture of the project. It starts with a basic overview of TVM, followed by some guidance on how to install TVM. It then works through examples of how to optimize a ResNet-50v2 models, using TVMC and the Python interface. Having given a high level example of what TVM is capable of, it then takes a bottom-up approach of describing TE using vector addition and matrix multiplication, then continues to build on the matrix multiplication example to describe templates, AutoTVM, and Auto Scheduling. Finally, some additional information about targeting GPUs and RPCs is described. ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected]
