About This Training
TensorFlow® Lite, ArmNN and GLOW are popular open-source machine learning inference frameworks
for mobile and IoT devices. In this session, you’ll learn how to use TensorFlow Lite, and ArmNN on
NXP i.MX 8 MPU-class devices in Linux and how to take advantage of
not only Arm® Cortex®-A CPU cores, but also dedicated on-chip GPU and NPU accelerators.
For NXP i.MX RT MCU-class devices we will introduce two approaches:
TensorFlow Lite for microcontrollers with CMSIS-NN kernel implementation optimized for Cortex-M cores
GLOW, a neural network compiler, which generates code “ahead of time” for Cortex-M cores and DSP