Developer materials

TensorFlow

Type: Framework

Google framework with optimized 32-bit and 8-bit NEON routines for Arm CPUs.
Includes an OpenCL backend supporting Arm Mali GPU via SYCL.

TensorFlow Arm setup guide

PyTorch

Type: Framework

Facebook framework with optimized routines for Arm CPUs with Neon.

MxNet

Type: Framework

Apache framework with optimized routines for Arm CPUs.
Open AI version optimized with the Arm Compute Library for CPUs and GPUs.

MxNet GitHub

Microsoft Cognitive Toolkit (CNTK)

Type: Framework

Microsoft framework with optimized routines for Arm CPUs with Neon.

Caffe

Type: Framework

Berkley Vision and Learning Centre framework with several options for running on Arm.
CaffeOnACL is a version optimized with the Arm Compute Library for CPUs and GPUs.

CaffeOnACL GitHub

Caffe2

Type: Framework

Facebook framework with optimized routines for Arm CPUs with Neon.

Keras

Type: API

A high-level neural networks API, written in Python and capable of running on top of several framework backends including TensorFlow and CNTK.

PlaidML

Type: Keras backend

Vertex.ai OpenCL framework compatible with Keras API with support for Arm Mali GPU.

Keil MDK

Arm Development Studio gives you a core set of tools for efficient and reliable application development.

DSP extensions for Cortex-M

Cortex-M processors with DSP provide a high level of signal processing and integer performance, while maintaining the energy-efficiency and ease-of-use hallmarks of the Cortex-M family.

DSP extensions for Cortex-R

This instruction set for Cortex-R processors includes enhanced DSP instructions that improve execution performance for arithmetic operations.

DynamIQ

DynamIQ technology redefines the multi-core microarchitecture for the industry and is the foundation for future Arm Cortex-A processors.

Neon

Arm Neon technology is an advanced SIMD architecture that is great for many applications such as image processing, computer vision, and machine learning.

Scalable Vector Extension (SVE)

SVE is the next-generation SIMD instruction set for the Arm architecture.

Helium

Arm Helium Technology is the M-Profile Vector Extension (MVE) for the Arm Cortex-M processor series. Helium is an extension of the Armv8.1-M architecture and delivers a significant performance uplift for machine learning and digital signal processing applications for small, embedded devices.

Compilers

Making your C/C++ code run efficiently on Arm processors has been our mission for over 25 years.

CMSIS-NN

Arm's library of efficient neural network kernels for Arm Cortex-M CPUs.

DS-5 Development Studio

DS-5 Development Studio. DS-5 gives you a core set of tools for efficient and reliable application development.

Arm Development Studio

Designed specifically for Arm architecture, Development Studio is the most comprehensive embedded C/C++ dedicated software development solution on the market.

Arm Helium Technology - Digital Signal Processing with Cortex-M

Learn more about Arm Helium Technology - the M-Profile Vector Extension (MVE) for the Arm Cortex-M processor series. This training will demonstrate how to optimize code by using the extensions.

Machine learning using Arm

This training covers essential information on Arm’s IP solutions for optimizing machine learning applications for Arm hardware.