Completed
Architecture diagram
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
An Introduction to Optimizing ML Models with TVMC
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Welcome
- 3 Agenda
- 4 Why should you use TVMC
- 5 How does TVMC work
- 6 Architecture diagram
- 7 Runtime
- 8 Intermediate Representation
- 9 TIR
- 10 Target
- 11 Tensor Expression
- 12 Matrix Multiplication
- 13 Tensor Expressions
- 14 Tile Schedule
- 15 Vector Operations
- 16 Scheduling
- 17 Performance
- 18 Topi
- 19 What is Auto TVMC
- 20 Feedback loop
- 21 Relay
- 22 What is Relay
- 23 Fused Operators
- 24 Supported Platforms
- 25 Supported Front Ends
- 26 Results
- 27 Installing TVMC
- 28 How to use TVMC
- 29 What is resnet50
- 30 Roadmap
- 31 Downloading the model
- 32 Processing the model
- 33 Raspberry Pi
- 34 Remote Procedure Calls
- 35 TVMC
- 36 Wrapup
- 37 Sponsors
