CEVA Introduces New AI Inference Processor Architecture for Edge Devices with Co-processing Support for Custom Neural Network Engines
- NeuPro-S, second-generation AI processor for deep neural network workloads offers 50% higher performance, vastly improved power and memory bandwidth efficiencies, scalable from 2 to 100 TOPS, designed to meet the most stringent automotive safety compliance standards
- New CDNN-Invite™ API enables custom neural network engines to benefit from breadth of network support and optimizations offered by CDNN, CEVA's neural network compiler
Sep 17, 2019, 07:00 ET
MOUNTAIN VIEW, Calif., Sept. 17, 2019 /PRNewswire/ -- CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies, today announced from AutoSens in Brussels, Belgium, NeuPro-S, its second-generation AI processor architecture for deep neural network inferencing at the edge. In conjunction with NeuPro-S, CEVA also introduced today the CDNN-Invite API, an industry-first deep neural network compiler technology that supports heterogeneous co-processing of NeuPro-S cores together with custom neural network engines, in a unified neural network optimizing run-time firmware. NeuPro-S, along with CDNN-Invite API, is ideal for any vision-based device with the need for edge AI processing, including autonomous cars, smartphones, surveillance cameras, consumer cameras and the emerging use cases in AR/VR headsets, robots and industrial applications.
Designed to optimally process neural networks for segmentation, detection and classification of objects within videos and images in edge devices, NeuPro-S includes system-aware enhancements that deliver significant performance improvements. These include support for multi-level memory systems to reduce costly transfers with external SDRAM, multiple weight compression options, and heterogeneous scalability that enables various combinations of CEVA-XM6 vision DSPs, NeuPro-S cores and custom AI engines in a single, unified architecture. This enables NeuPro-S to achieve on average, 50% higher performance, 40% lower memory bandwidth and 30% lower power consumption than CEVA's first-generation AI processor.
The NeuPro-S family includes NPS1000, NPS2000 and NPS4000, pre-configured processors with 1000, 2000 and 4000 8-bit MACs respectively per cycle. The NPS4000 offers the highest CNN performance per core with up to 12.5 Tera Operations Per Second (TOPS) @ 1.5GHz and is fully scalable to reach up to 100 TOPS.
Addressing the growing diversity of application-specific neural networks and processors, the CDNN-Invite API allows the seamless incorporation of customer's designed neural network engines into CEVA's award-winning Deep Neural Network (CDNN) framework. CDNN will then holistically optimize and enhance networks and layers to take advantage of the performance excellence of each of the CEVA-XM6 vision DSP, NeuPro-S and custom neural network processors. The CDNN-Invite API is already being adopted by lead customers who are working closely with CEVA engineers to deploy it in commercial products.
Ilan Yona, Vice President and General Manager of the Vision Business Unit at CEVA, commented: "CEVA continues to set the pace in proliferating deep neural networks processors and optimization technologies for edge devices. The NeuPro-S architecture addresses the root causes of the growing challenges in data bandwidth and power consumption in these devices. With our CDNN-Invite API, we have further extended our indisputable competitive edge in neural network compiler technologies by reducing the entry barriers for the growing community of neural network innovators, allowing them to benefit from the breadth of support and ease of use our CDNN compiler technology offers."
CEVA's vast experience and holistic strategy to consolidate processing, acceleration, software and tools delivers an open, power-efficient and programmable platform for deep learning. The fully programmable CEVA-XM6 vision DSP incorporated in the NeuPro-S architecture facilitates simultaneous processing of imaging, computer vision and general DSP workloads in addition to AI runtime processing. This also allows customers and algorithm developers to take advantage of CEVA's extensive imaging and vision software and libraries, including the CEVA-SLAM software development kit for 3D mapping, CEVA-CV and CEVA-VX software libraries for computer vision development, and its recently acquired wide-angle imaging software suite including dewarp, video stitching and Data-in-Picture sensor fusion technology.
The NeuPro-S further builds upon CEVA's success in automotive use cases by providing solutions that meet safety requirements including quality assurance standards IATF 16949 and automotive standards including ISO 26262 and A-Spice.
NeuPro-S is available today and has already been licensed to lead customers for automotive and consumer camera applications. CDNN-Invite API is available for lead customers today and for general licensing by the end of 2019. For further information, visit https://www.ceva-dsp.com/product/ceva-neupro/
About CEVA, Inc.
CEVA is the leading licensor of wireless connectivity and smart sensing technologies. We offer Digital Signal Processors, AI processors, wireless platforms and complementary software for sensor fusion, image enhancement, computer vision, voice input and artificial intelligence, all of which are key enabling technologies for a smarter, connected world. We partner with semiconductor companies and OEMs worldwide to create power-efficient, intelligent and connected devices for a range of end markets, including mobile, consumer, automotive, robotics, industrial and IoT. Our ultra-low-power IPs include comprehensive DSP-based platforms for 5G baseband processing in mobile and infrastructure, advanced imaging and computer vision for any camera-enabled device and audio/voice/speech and ultra-low power always-on/sensing applications for multiple IoT markets. For sensor fusion, our Hillcrest Labs sensor processing technologies provide a broad range of sensor fusion software and IMU solutions for AR/VR, robotics, remote controls, and IoT. For artificial intelligence, we offer a family of AI processors capable of handling the complete gamut of neural network workloads, on-device. For wireless IoT, we offer the industry's most widely adopted IPs for Bluetooth (low energy and dual mode), Wi-Fi 4/5/6 (802.11n/ac/ax) and NB-IoT. Visit us at www.ceva-dsp.com and follow us on Twitter, YouTube, Facebook, LinkedIn and Instagram.
SOURCE CEVA, Inc.
