ML Inference Processor with Balanced Efficiency and Performance
Optimized for the most cost- and power-sensitive designs, Ethos-N57 delivers premium AI experiences in mainstream phones and digital TVs. The Arm AI platform makes it easy to develop on Arm by combining the highest performance, open-source software framework with the largest AI ecosystem.
Delivers up to 2 TOP/s of performance with 1024 8-Bit MACs.
Up to 225% convolution performance uplift using Winograd on 3x3 kernels, delivering up to 90% MAC utilization.
Internally distributed SRAM stores data close to the compute elements to save power and reduce DRAM access.
Supports a wide range of existing ML operations and future innovations through firmware updates and compiler technology.
Mobile Computing
Consumers want a range of mobile devices, from smartphones to laptops to PCs, that feature immersive computing with powerful artificial intelligence (AI), augmented reality (AR), virtual reality (VR), and ML capabilities. Arm offers a broad range of IP that lets developers, SiPs, and OEMs address these increasingly complex requirements.
Artificial Intelligence and Machine Learning
Artificial intelligence (AI) and machine learning (ML) are expanding and defining more applications than ever before, changing how we interact with devices and machines everywhere. Arm CPU processor IP is scalable and flexible enough to run any type of ML workload, today or in the future.
Automotive In-Vehicle infotainment (IVI)
The automotive industry is currently looking at the technology innovation required to deliver new intelligent features, such as access control, driver alertness, or speech recognition to deliver safer cars to the market.
Computer Vision at the Endpoint
To enable computer vision for a wide range of IoT applications, Arm have developed a full set of IP that enables advanced on-device processing for real-time object detection. Learn more about computer vision using the Ethos-N57 processor in this video.
The new class of ultra-efficient machine learning processors is purpose-built to redefine device capabilities and transform our lives. Discover how the Ethos-N57 NPU can create a better user experience for your products.
Ethos-N37
Optimized for the most cost- and battery-life sensitive designs, Ethos-N37 delivers premium AI experiences in entry phones, digital TVs, and other endpoint devices.
Ethos-U55
Bringing innovative AI applications with high performance and efficiency to embedded systems.
Ethos-N77
This high-efficiency and high-performance ML inference processor delivers innovative applications for a wide array of market segments, including mobile, IoT, embedded, automotive, and infrastructure.
Cortex-A Processors
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.
Arm-based chips, device architectures, and technologies orchestrate the performance of everything that makes modern life possible — from smartphones to agricultural sensors and from medical instruments to servers.
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, and 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.