Machine Learning on Arm

Artificial Intelligence (AI) unleashes a new wave of innovation, powering new applications and business models in multiple markets. The Arm hardware and software technologies ecosystem enables the development of intelligent, distributed, heterogeneous, and secure solutions.

Project Trillium

Project Trillium, Arm’s Machine Learning (ML) platform, enables a new era of advanced, ultra-efficient inference at the edge. Specifically designed for ML and neural network (NN) capabilities, the architecture is versatile enough to scale to any device, from IoT to connected cars and servers.

Dev Day 

Learn about some of the key building blocks needed to develop intelligent machines.

Dev Day on demand

Arm ML processor

Based on a new, class-leading architecture, the Arm Machine Learning processor provides a huge uplift in efficiency compared to CPUs, GPUs and DSPs.
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Arm Cortex-A Series

The Arm Cortex-A series of applications processors provide a range of solutions for devices undertaking complex compute tasks.
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Arm Cortex-R Series

The Arm Cortex-R series provides a range of processors optimized for high performance, hard real-time applications.
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Arm Cortex-M Series

The Arm Cortex-M series contains the smallest/lowest power processors build by Arm, optimized for discrete processing and microcontrollers.
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Arm NN

Arm NN translates existing neural network frameworks, allowing them to run efficiently across Arm Cortex-A CPUs and Arm Mali GPUs.
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Arm Compute Library

The Arm Compute Library is a collection of low-level functions optimized for Arm Cortex-A CPUs and Arm Mali GPUs, targeting computer vision and ML.
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Be part of our ecosystem

We are growing our partnerships for machine learning solutions and would love for you to be a part of it. Get in touch with us to learn more and start promoting your solutions here.

Apply now

Life-changing asthma care

One in 12 people suffer from asthma. The Arm-powered Amiko Respiro uses machine learning to make treating and living with the condition easier.

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A cure for loneliness

Half of all elderly adults living alone report suffering from loneliness. Intuition Robotics’ social robot, ElliQ, uses machine learning and cloud robotics to encourage an active and engaged lifestyle.

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Cough monitor

Hundreds of millions of people worldwide live with chronic respiratory disorders. The Quvium Sonasure cough monitor uses machine learning to track early symptoms, inform treatment plans, and send alerts if emergency action is needed.

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Community Blogs

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Unlocking Cortex-A53's Safety Potential

Arm will be introducing a Software Test Library (STL) on the Cortex-A53 processor. This is the first applications processor to have self-test Library software provided by Arm.

2 days ago by James Scobie
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Introducing System-on-Chip Design with Arm Cortex-M Processors

The Arm Education Media team is about to publish its first reference book on SoC Design, written by Distinguished Arm Engineer Joseph Yiu. Here’s your chance to preview the title.

2 days ago by Robert Iannello
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Arm and Clavister partnership brings security to the edge

The addition of Clavister to the Arm ecosystem is another demonstration of a forward-looking software vendor who sees the advantage of Arm-based technology in the changing world of networking infrastructure.

5 days ago by Shai Tsur
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Alpha-Blending: Quantizing networks without using the STE

Increasingly, intelligent applications are using neural networks at their core to deliver new functionality to users. These applications include language understanding and translation, image recognition, and object tracking and localization. To…

8 days ago by Matthew Mattina
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New Arm online training course: Introduction to the AMBA ACE protocol

Arm announces a new online training topic, An introduction to the AMBA ACE protocol. Learn about the course in this blog.

9 days ago by NickT
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Full Arm Research Summit 2019 Program Now Available!

This September, researchers, academics, students and industry experts will gather in Austin, Texas for the fourth annual Arm Research Summit. The Summit is a unique event which focuses on the latest technology developments and challenges across a bro

9 days ago by Charlotte Christopherson

Community Forums

Answered how to add api to arm
  • api
 0 votes 1197 views 3 replies Latest 1 months ago by Evano Answer this
Answered Save tensorflow model for ArmNN
  • Machine Learning (ML)
  • TensorFlow
  • Arm NN
 0 votes 874 views 3 replies Latest 2 months ago by GeraldK Answer this
Answered ARM NN with ONNX Parser
  • Neural Network
  • Compilers
 0 votes 998 views 2 replies Latest 4 months ago by Anto85 Answer this
Answered [ARM NN on Raspberry PI] libarmnn.so: undefined reference to `powf@GLIBC_2.27'
  • Raspberry Pi
  • Neural Network
  • TensorFlow
 0 votes 2022 views 6 replies Latest 5 months ago by uccoder hk Answer this
Answered ARM NN build failed when linking libarm_compute_core-static.a
  • Cortex-A53
  • Arm NN
  • Arm Compute Library (ACL)
  • SIMD and Vector Execution
 0 votes 1904 views 3 replies Latest 11 months ago by Jason Andrews Answer this
Answered Matrix Multiplication Example in Arm Compute Library
  • Arm Compute Library (ACL)
 0 votes 4300 views 3 replies Latest 1 years ago by cdicker Answer this
Answered how to add api to arm Latest 1 months ago by Evano 3 replies 1197 views
Answered Save tensorflow model for ArmNN Latest 2 months ago by GeraldK 3 replies 874 views
Answered ARM NN with ONNX Parser Latest 4 months ago by Anto85 2 replies 998 views
Answered [ARM NN on Raspberry PI] libarmnn.so: undefined reference to `powf@GLIBC_2.27' Latest 5 months ago by uccoder hk 6 replies 2022 views
Answered ARM NN build failed when linking libarm_compute_core-static.a Latest 11 months ago by Jason Andrews 3 replies 1904 views
Answered Matrix Multiplication Example in Arm Compute Library Latest 1 years ago by cdicker 3 replies 4300 views