An Introduction to Apache TVM
Offered By: EuroPython Conference via YouTube
Course Description
Overview
Explore the fundamentals of Apache TVM in this 45-minute conference talk from EuroPython 2022. Gain insights into TVM's Python API, from installation to practical usage, through a series of quick projects. Learn how to compile and tune deep learning models for various hardware targets, including CPUs and microcontrollers. Discover TVM's flexibility in supporting multiple input formats like TensorFlow, TFLite, Keras, PyTorch, and ONNX. Follow along as the speaker demonstrates compiling and running models on embedded targets, providing a comprehensive introduction to this versatile compilation stack for deep learning models.
Syllabus
An Introduction to Apache TVM - presented by Leandro Nunes
Taught by
EuroPython Conference
Related Courses
A Brief History of Data StorageEuroPython Conference via YouTube Breaking the Stereotype - Evolution & Persistence of Gender Bias in Tech
EuroPython Conference via YouTube We Can Get More from Spatial, GIS, and Public Domain Datasets
EuroPython Conference via YouTube Using NLP to Detect Knots in Protein Structures
EuroPython Conference via YouTube The Challenges of Doing Infra-As-Code Without "The Cloud"
EuroPython Conference via YouTube