MicroTVM: A Tensor Compiler for Bare Metal
Explore the world of microTVM, a tensor compiler for bare metal devices, in this 58-minute tinyML Talks Tokyo meetup webcast. Dive into the challenges of deploying machine learning models on resource-constrained devices and learn how microTVM addresses these issues. Discover the inner workings of microTVM, including model compilation, autotvm, and quantization techniques. Follow along with a demonstration of the compiler in action, covering host-driven and standalone approaches. Gain insights into future directions for microTVM and opportunities for involvement in this open-source project. Whether you're a developer, researcher, or enthusiast in the field of tiny machine learning, this talk provides valuable knowledge on optimizing tensor-oriented models for bare metal environments.