tinyML Talks: microTVM: a Tensor Compiler for Bare Metal


January 19, 2021



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microTVM: a Tensor Compiler for Bare Metal

Andrew REUSCH, Software Engineer


TVM is an open source compiler and deployment framework for Tensor-oriented models. It can compile models from popular frameworks (PyTorch, TensorFlow, ONNX, etc) onto a range of devices. microTVM is a recent effort that allows TVM to target bare metal devices. In this talk, we’ll explain how microTVM works and give a short demonstration. We’ll also discuss future directions for microTVM and ways you can get involved.

Andrew REUSCH, Software Engineer


Andrew Reusch is a Software Engineer at OctoML and a core contributor to the microTVM project. Prior to OctoML, he worked on digital IC design and embedded firmware for medical devices at Verily, an Alphabet company. Andrew holds a Bachelor of Engineering in Computer Engineering from the University of Washington.
We encourage you to register earlier since on-line broadcast capacity may be limited.

Schedule subject to change without notice.