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Displaying 28 of 28 learning paths.
Date

ML

Visualize Ethos-U NPU performance with ExecuTorch on Arm FVPs

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  05 Sep 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Use the Eigen Linear Algebra Library on Arm

GCC - Clang - Runbook - Linux

  05 Sep 2025        45 min

PERFORMANCE AND ARCHITECTURE

Understand the `restrict` keyword in C99

GCC - Clang - SVE2 - Runbook - Linux

  05 Sep 2025        30 min

ML

Port Code to Arm Scalable Vector Extension (SVE)

SVE - NEON - armie - GCC - armclang

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Optimize SIMD code with vectorization-friendly data layout

GCC - Clang - Runbook - Linux

  05 Sep 2025        45 min

ML

Navigate Machine Learning development with Ethos-U processors

FVP - Arm Virtual Hardware - GCC - Arm Compiler for Embedded - MPS3

  05 Sep 2025        10 min

PERFORMANCE AND ARCHITECTURE

Migrating x86_64 workloads to aarch64

GCC - Arm Compiler for Linux - Docker - NEON - Linux

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Memory latency for application software developers

GCC - Clang - Runbook - Linux

  05 Sep 2025        40 min

PERFORMANCE AND ARCHITECTURE

Learn how to write SIMD code on Arm using Rust

GCC - Clang - Rust - Runbook - Linux

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about integer and floating-point conversions

GCC - Clang - Runbook - Linux

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Learn about Autovectorization

GCC - Clang - Runbook - Linux

  05 Sep 2025        45 min

ML

Introduction to TinyML on Arm using PyTorch and ExecuTorch

Arm Virtual Hardware - FVP - Python - PyTorch - ExecuTorch

  05 Sep 2025        40 min

PERFORMANCE AND ARCHITECTURE

Introduction to SIMD.info

GCC - Clang - Rust - Runbook - Linux

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with parallel application development

Fortran - GCC - Linaro Forge - gdb - mpi

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Develop a native C++ library on an Arm-based machine

C++ - GCC - Clang - CMake - Google Test

  05 Sep 2025        2 hrs

ML

Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

Arm Virtual Hardware - GCC - Paddle - TVMC - Baremetal

  05 Sep 2025        30 min

ML

Build and run the Arm Machine Learning Evaluation Kit examples

Arm Virtual Hardware - FVP - GCC - Arm Compiler for Embedded - Baremetal

  05 Sep 2025        30 min

PERFORMANCE AND ARCHITECTURE

Select accuracy modes in Libamath (Arm Performance Libraries)

Arm Performance Libraries - GCC - Libamath - Linux

  02 Jul 2025        20 min

PERFORMANCE AND ARCHITECTURE

Run an end-to-end Attestation Flow with Arm CCA

GCC - FVP - RME - CCA - Docker

  11 Jun 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Learn about Large System Extensions (LSE)

GCC - Runbook - Linux

  02 May 2025        30 min

PERFORMANCE AND ARCHITECTURE

Write NEON intrinsics using GitHub Copilot to improve Adler32 performance

GCC - Runbook - Linux

  29 Apr 2025        45 min

DATABASES

Analyze the performance of MongoDB on Arm servers

MongoDB - GCC - Runbook - Linux

  24 Apr 2025        30 min

PERFORMANCE AND ARCHITECTURE

Get started with the Arm 5G RAN Acceleration Library (ArmRAL)

ArmRAL - 5G - GCC - Runbook - Linux

  16 Apr 2025        15 min

PERFORMANCE AND ARCHITECTURE

Run an application in a Realm using the Arm Confidential Compute Architecture (CCA)

GCC - FVP - RME - CCA - Docker

  19 Feb 2025        2 hrs

PERFORMANCE AND ARCHITECTURE

Learn how to create a virtual machine in a Realm using Arm Confidential Compute Architecture (CCA)

GCC - FVP - RME - CCA - Runbook

  19 Feb 2025        2 hrs

DATABASES

Increase application performance with libhugetlbfs

MySQL - GCC - Runbook - Linux

  19 Feb 2025        1 hr

PERFORMANCE AND ARCHITECTURE

How to use the Arm Performance Monitoring Unit and System Counter

PAPI - perf - Assembly - GCC - Runbook

  19 Feb 2025        1 hr 30 min

LIBRARIES

Optimize the performance of Snort 3 using multithreading

AWS EC2 - Snort3 - Bash - GCC - Linux

  05 Feb 2025        45 min