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Displaying 26 of 26 learning paths.
Date

ML

Run parallel vision inference on an Alif Ensemble E8 with Zephyr

ExecuTorch - Zephyr - Python - GCC - macOS

  11 Sep 2026        1 hr 30 min

ML

Run optimized object-detection models from the Arm AI Portal on Android

Android Studio - Java - ExecuTorch - LiteRT - XNNPACK

  11 Sep 2026        40 min

ML

Run MobileSAM prompt segmentation on Arm Ethos-U85 with ExecuTorch

ExecuTorch - PyTorch - MobileSAM - Python - CMake

  10 Sep 2026        45 min

ML

Deploy Silero VAD on Arm Ethos-U with ExecuTorch

ExecuTorch - PyTorch - Python - CMake - Arm GNU Toolchain

  09 Sep 2026        45 min

ML

Run an Arm AI Portal image segmentation model on Android

Kotlin - Python - ExecuTorch - XNNPACK - KleidiAI

  07 Sep 2026        40 min

ML

Run optimized TinySD image generation from the Arm AI Portal on Arm-powered Android devices

Android Studio - Java - ExecuTorch - XNNPACK - Generative AI

  07 Sep 2026        1 hr

ML

Run optimized image classification models from the Arm AI Portal on Android

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  07 Sep 2026        35 min

ML

Run Arm AI Portal text-generation models on Android

Kotlin - Java - Python - Android Studio - ONNX Runtime

  07 Sep 2026        45 min

ML

Run optimized Whisper speech transcription models from the Arm AI Portal on Arm-powered Android devices

Android Studio - Java - LiteRT - ExecuTorch - XNNPACK

  07 Sep 2026        35 min

RTOS FUNDAMENTALS

Deploy a Zephyr-based machine learning application on Arm Corstone-320 MPS4 with ExecuTorch

Zephyr - ExecuTorch - GCC - C - Linux

  25 Aug 2026        45 min

ML

Quantize neural upscaling models with ExecuTorch

ExecuTorch - TorchAO - Vulkan - TOSA - NX

  24 Aug 2026        1 hr

PERFORMANCE AND ARCHITECTURE

Generate audio with Stable Audio Open Small using ExecuTorch

CPP - Python - Hugging Face - ExecuTorch - Linux

  21 Aug 2026        45 min

ML

Prepare models for neural graphics with Arm neural technology

ExecuTorch - PyTorch - Model Explorer - Jupyter Notebook - Vulkan

  21 Aug 2026        45 min

ML

Run ExecuTorch Llama 3.2 1B Instruct on an Android phone with Vulkan

ExecuTorch - PyTorch - Python - Android - Vulkan

  19 Aug 2026        1 hr

ML

Benchmark a KleidiAI micro-kernel in ExecuTorch

Python - ExecuTorch - XNNPACK - KleidiAI - Linux

  19 Aug 2026        30 min

ML

Run Llama 3 on a Raspberry Pi 5 using ExecuTorch

LLM - Generative AI - Raspberry Pi - Hugging Face - ExecuTorch

  14 Aug 2026        1 hr

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  13 Aug 2026        2 hrs

ML

Edge AI on Arm: PyTorch and ExecuTorch rock-paper-scissors

tinyML - Computer Vision - Edge AI - CNN - PyTorch

  13 Aug 2026        1 hr

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  13 Aug 2026        40 min

ML

Deploy ExecuTorch firmware on NXP FRDM i.MX 93 for Ethos-U65 acceleration

Baremetal - Python - PyTorch - ExecuTorch - Arm Compute Library

  13 Aug 2026        2 hrs

ML

Build a customer support chatbot on Android with Llama and ExecuTorch

Java - Python - ExecuTorch - macOS - Linux

  05 Aug 2026        1 hr

ML

Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK

Java - CPP - Python - Hugging Face - ExecuTorch

  05 Aug 2026        1 hr

ML

Profile ExecuTorch models with SME2 on Arm

ExecuTorch - Python - CMake - SME2 - macOS

  03 Aug 2026        1 hr 30 min

ML

Inspect model artifacts and runtime profiles with Google Model Explorer and Arm extensions

Model Explorer - ExecuTorch - PyTorch - Python - TOSA

  24 Jul 2026        1 hr 30 min

CONTAINERS AND VIRTUALIZATION

Deploy a machine learning application to the Arm Ethos-U65 NPU on NXP FRDM i.MX 93 with Topo

Topo - Docker - SSH - ExecuTorch - remoteproc-runtime

  15 Jul 2026        1 hr

ML

Run image classification on an Alif Ensemble E8 DevKit using ExecuTorch and Ethos-U85

ExecuTorch - PyTorch - GCC - CMSIS-Toolbox - Python

  08 Jul 2026        2 hrs