Index

Symbols

16-bit fixed-point (Q15) arithmetic 243

A

accelerometer 409

basic principles 422-425

accelerometer data

acquiring 421-430

accuracy

evaluating, of quantized model 479-483

accuracy of quantized model

evaluating, on test dataset 279-282

activations 8

Adafruit Unified Sensor 128

ADC pin

used, for connecting microphone 199-203

ahead-of-time (AoT) 501

Alif Semiconductor Ensemble

reference link 545

alpha value 383

amperes (A) 14

analog ground (AGND) 202

analog signal 23

analog-to-digital converter (ADC) 23, 197

programming, with Raspberry Pi Pico SDK 205-210

used, for recording audio samples 204

anomaly detection 595

anti-lock braking system (ABS) 19

AoT executor

used, for deploying model with TVM on host machine 511-524

versus graph executor 515

Apache TVM 501

Apollo3 microcontroller 25

Arduino

URL 24

Arduino API

reference link 205

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