• TinyML: TVM Taming the Final (ML) Frontier

    Mary Bennion
    Mary Bennion

    ***All content written in this blog by Logan Weber & Andrew Reusch from OctoML***

    Executive summary: Optimizing and deploying machine learning workloads to bare-metal devices today is difficult, and Apache TVM is laying the open-source foundation to…

    • 15 days ago
    • Processors
    • Machine Learning IP blog
  • Sparse Architecture Search (SpArSe): Democratizing and Enabling TinyML on Arm M-class

    Igor Fedorov
    Igor Fedorov

    Microcontrollers (MCUs) are truly the ubiquitous computer of our time. They are tiny, cheap, and low power. They can often be powered indefinitely using a solar cell. They are in your watch, your fridge, and your car contains about 30 of them. The average…

    • 6 months ago
    • Arm Research
    • Research Articles