NXP Announces Lead Partnership for Arm Ethos-U55 Neural Processing Unit for Machine Learning
February 24, 2020 -- NXP Semiconductors today announced its lead partnership for the Arm® Ethos™-U55 microNPU (Neural Processing Unit), a machine learning (ML) processor targeted at resource-constrained industrial and Internet-of-Things (IoT) edge devices. As an industry-leading innovator of microcontrollers (MCUs), NXP intends to implement the Ethos-U55 in its Arm Cortex®-M based microcontrollers (MCUs), crossover MCUs and real-time sub-systems in applications processors. The expansion builds on the company’s growing ML offerings, including the recently announced i.MX 8M Plus applications processors with dedicated NPU.
The highly configurable Ethos-U55 works in concert with the Cortex-M core to achieve a small footprint while also delivering greater than 30x improvement in inference performance compared to Cortex-M alone, even in high performing MCUs. The Ethos-U55 is highly configurable and specifically designed to accelerate ML inference in area-constrained embedded and IoT devices. Its advanced compression techniques save power and reduce ML model sizes significantly to enable execution of neural networks that previously only ran on larger systems. In addition, a unified toolchain with Cortex-M gives developers a simplified, seamless path to develop ML applications within the familiar Cortex-M development environment. The end-to-end enablement, from training to run-time inference deployment for Ethos-U55, will be accessible through NXP’s eIQ machine learning development environment.
NXP’s comprehensive portfolio of ML compute elements (CPU, GPU, DSP and NPU) are enabled with its eIQ machine learning development environment, which provides choices of popular open-source inference engines that deliver the performance needed for the specific compute element. Using NXP’s edge processors and eIQ tools, customers can easily build many ML applications, including, object detection, face and gesture recognition, natural language processing, and predictive maintenance.
|
NXP Hot IP
Related News
- Latest NPU adds to Arm's AI Platform performance, applicability, and efficiency
- Next-generation Armv8.1-M architecture: Delivering enhanced machine learning and signal processing for the smallest embedded devices
- IAR Systems enables high-performance machine learning based on latest neural network library from Arm
- Rebellions Selects Arteris for Its Next-Generation Neural Processing Unit Aimed at Generative AI
- OPENEDGES Announces the Industry First 4-/8-bit Mixed-Precision Neural Network Processing Unit IP
Breaking News
- EnSilica plc - Audited Full Year Results for the Year Ended 31 May 2024
- Logic Design Solutions launches Gen4 NVMe host IP
- ULYSS1, Microcontroller (MCU) for Automotive market, designed by Cortus is available
- M31 is partnering with Taiwan Cooperative Bank to launch an Employee Stock Ownership Trust to strengthen talent retention
- Sondrel announces CEO transition to lead next phase of growth
Most Popular
- Arm's power play will backfire
- Siemens strengthens leadership in industrial software and AI with acquisition of Altair Engineering
- Sondrel announces CEO transition to lead next phase of growth
- M31 is partnering with Taiwan Cooperative Bank to launch an Employee Stock Ownership Trust to strengthen talent retention
- ULYSS1, Microcontroller (MCU) for Automotive market, designed by Cortus is available
E-mail This Article | Printer-Friendly Page |