AI Innovation for Edge and Endpoint Devices
Build low cost, highly efficient AI solutions in a wide range of embedded devices. The Ethos-U65 NPU maintains the power efficiency of the Arm Ethos-U55, while extending its applicability to Arm Cortex-A, Cortex-R and Neoverse-based systems and at the same time delivers twice the on-device machine learning (ML) performance.
Features and Benefits
Unlock new vision and voice use cases in minimum area with 2x performance uplift (over Ethos-U55) and reach 1 TOP/s in 0.6mm2(in 16nm).
Build low-cost, highly efficient systems with rich OS and DRAM support in Cortex-A systems and on BareMetal or RTOS SRAM/FLASH systems on Cortex-M, with the highly successful Ethos-U architecture.
Develop, deploy, and debug endpoint AI applications faster using a common toolchain across Arm Cortex and Ethos-U processors.
Supports popular networks with extended operator support, provides wider AXI interfaces, and improves reliability with ECC added into internal RAMs.
What Arm Partners Are Saying
"The Ethos-U65 maintains the MCU-class power efficiency and architectural benefits of the Ethos-U55, while extending its applicability to higher performance Cortex-A-based system-on-chip (SoC)s."
Ron Martino, Senior Vice President and General Manager, Edge Processing Business, NXP Semiconductors.
Where Innovation and Ideas Come to Life
Artificial Intelligence
AI and ML are expanding and defining more applications than ever before, changing how we interact with devices and machines everywhere. Arm processor IP is scalable and flexible, so it can run any type of ML workload, today or in the future.
Infrastructure
As the world moves toward one trillion intelligent devices, the compute, network, and storage infrastructure required to onboard, process, and manage the resultant explosion in data is changing. Infrastructure has to meet demands for higher workload densities, greater performance, and the need for power efficiency, AI is playing its part in advanced infrastructure applications such as bandwidth and power management subsystems.
Home Networking Devices
Increasingly advanced levels of interaction with devices in our homes require increasing capabilities from general-purpose processors. Ethos-U65 delivers high performance on-device ML capabilities, while maintaining power efficiency to meet the needs of smart home technology.
Explore More Options and Features
Cortex-A
The Cortex-A processor series powers more advanced user experiences and richer interfaces, and provides the high-performance computing needed for complex healthcare applications, such as genomic sequencing.
Cortex-M55
The Arm Cortex-M55 processor with AI capabilities is the first Cortex-M processor to feature Arm Helium technology, enabling a significant uplift in power-efficient ML and DSP performance for IoT devices.
Corstone-315
Accelerates time-to-market for edge AI solutions with software and an example subsystem integrating the Arm Cortex-M85, Arm DMA-350, Arm Mali-C55, and the Arm Ethos-U65.
Software and Tools
Arm’s comprehensive suite of integrated software and tools make it easier and quicker to design, develop, and maintain AI-based IoT and automotive applications.
Architecture and Technologies
Arm NN
Arm NN bridges the gap between existing NN frameworks and the underlying IP. It supports the efficient translation of existing neural network frameworks, such as TensorFlow and Caffe, allowing them to run efficiently – without modification – across Arm Cortex-A CPUs, Arm Mali GPUs and the Ethos-N NPUs.
Arm Compute Library
This software library is a collection of optimized low-level functions for Arm Cortex-A CPUs and Arm Mali GPUs that target popular image processing, computer vision, and ML. It offers significant performance uplift over OSS alternatives and is available free of charge under a permissive MIT open source license.
CMSIS-NN
Common Microcontroller Software Interface Standard – Efficient Neural Network Implementation (CMSIS-NN) is a collection of efficient neural network kernels developed to maximize the performance and minimize the memory footprint of neural networks on Cortex-M processor cores.
Talk with an Expert
As AI devices become more pervasive than ever, the Ethos-U65 can help create a better user experience for your products. Discover how by talking to an Arm expert today.
Ethos-U65 Resources
Product Briefs
News
- Latest NPU adds to Arm’s AI Platform performance, applicability, and efficiency
- Arm Ethos-U65: Powering innovation in a new world of AI devices
Software Tools
Partners
Glossary