In the current era when AIoT technology is penetrating thousands of industries, edge computing devices have put forward higher requirements for computing power density and scene adaptability. TENSORTEC TS-SG-SM7 series AI computing power modules, with their core advantages of "super computing power, ultra-low power consumption, and flexible expansion", have become the intelligent hub in fields such as smart cities, smart power, and smart transportation, providing a full-chain solution from computing power support to scene implementation for edge-side AI applications.
Core performance analysis: 32TOPS computing power reconfigures edge intelligence standards
Domestic computing power diamond level: 32TOPS INT8 computing power drives complex AI tasks
TENSORTEC TS-SG-SM7 series AI computing power module is equipped with the computing AI chip BM1684X platform design, 8-core ARM A53@2.3GHz processor architecture It can achieve powerful performance with up to 32TOPS INT8 computing power, 16TFLOPS of FP16/BF16 computing power, and 2TFLOPS of FP32 computing power. It can simultaneously handle 32 channels of 1080P video decoding or 12 channels of 1080P video encoding. Supports 7680×4320 ultra-high-definition resolution and 400 frames per second 1080P image decoding capability. This means that in the smart transportation scenario, a single module can perform vehicle recognition, violation detection and traffic flow statistics on the real-time images of 16 cameras at intersections, and the computing power utilization rate is three times higher than that of traditional solutions.
Wide temperature and low power consumption design: Stable output in an environment ranging from -40℃ to +85℃
This series of products adopts an industrial-grade wide-temperature architecture design, capable of continuous operation in an environment ranging from -40℃ to +85℃ (without cold start), with a typical power consumption of less than 18W. The compact body, which is only 2/3 the size of a credit card (62.0×58.0×33.45mm), is suitable for various narrow Spaces. The actual measurement of a certain coal mine monitoring project shows that this module has been continuously operating in a 50℃ high-humidity environment underground for 12 months, with a computing power fluctuation of less than 5% and a failure rate of 0, perfectly meeting the harsh challenges of industrial sites.
Dual-mode drive and interface matrix: A flexible and scalable "Swiss Army Knife" for computing power
PCIE Mode slave device /SoC Mode master device dual-mode switching: It can be connected to the server cluster as a computing power unit or independently deployed as an edge node to adapt to different networking requirements.
Enrich the interface ecosystem It integrates PCIE 3.0×4 EP+×4 RC, dual Gigabit Ethernet ports (10/100/1000Mbps RGMII), GPIO/SDIO/PWM/I2C and other bus interfaces, and realizes functional expansion through 144-PIN BTB Connector. Easily connect with sensors, cameras, robotic arms and other peripherals.
Three core advantages: Redefining the value benchmark of AI modules
The ultimate balance between computing power and energy efficiency
Compared with similar products, the TS-SG-SM7 series AI computing power module of TENSORTEC reduces power consumption by 40% and lowers the unit computing power cost by 35% with a computing power of 32TOPS. In a certain smart city project, a cluster of 100 edge nodes with this module was deployed. Compared with the traditional solution, the annual power consumption was reduced by 120,000 kilowatt-hours, and the hardware investment cost was lowered by 280,000 yuan, achieving a dual breakthrough of "high energy efficiency ratio" and "low cost".
Plug-and-play development experience
Pre-integrated with mainstream AI frameworks and development toolchains, it supports the rapid transplantation of algorithms such as TensorFlow, PyTorch, and Caffe. Developers can deploy models and debug functions through standardized interfaces, reducing the project development cycle from 6 months to 3 months. When a certain robot manufacturer developed industrial inspection equipment based on this module, it completed the entire process from algorithm verification to mass production of the product in just 45 days, with a significant improvement in efficiency.
Full-scenario industrial-grade reliability
The full-chain industrial-grade optimization from hardware to firmware endows the product with the ability to resist surges and electromagnetic interference. It has passed the ISO 16750-3 automotive environment certification and the IP65 dust and water resistance test (with the case). In the smart power scenario, the module can be directly installed in the equipment cabinet of the substation to monitor the transformer temperature, abnormal noise and other anomalies in real time. The false alarm rate is less than 0.1%, providing a solid guarantee for safe production.
Eight application scenarios: Intelligent collaboration from edge to cloud
Smart City: Building an All-Domain Perception Network
Application case: The smart street lamp equipped with the TS-SG-SM7 module can simultaneously perform functions such as light adjustment, video surveillance, air quality monitoring, and 5G micro base station. The computing power of a single lamp supports 10-channel video analysis, helping to increase urban management efficiency by 50%.
Smart Transportation: The Digital Foundation for Vehicle-Road Coordination
Core value: The edge computing unit deployed on the roadside processes millimeter-wave radar and camera data in real time through this module, achieving vehicle trajectory prediction and pedestrian warning within a 500-meter range, providing millisecond-level response for L4-level autonomous driving.
Smart Power: Expert in Equipment Health Management
Solution: Connect to the substation inspection robot, utilize 32TOPS computing power to analyze infrared images and vibration data in real time, accurately identify potential hazards such as equipment discharge and overheating, and achieve a fault location accuracy rate of 99.2%, which is 20 times more efficient than manual inspection.
Smart Coal Mine: Guardian of Safe Production
Scene implementation: In the underground belt transportation system, the module detects abnormal conditions such as coal flow blockage and belt deviation by analyzing surveillance videos. Combined with the CAN bus linkage shutdown device, the accident response time is shortened from 30 seconds to 2 seconds.
Intelligent NVR: Video Analysis Hub
Performance advantages: The single module supports real-time analysis of 32 channels of 1080P video, and can simultaneously complete face recognition, behavior analysis and video storage. It is suitable for large-scale scene security monitoring such as airports and high-speed railway stations.
Industrial robots: Flexible production brains
Typical application: On the 3C product assembly line, the module drives the robotic arm to complete the defect detection and precise grasping of components, with a positioning accuracy of 0.1mm, which is suitable for the mixed-line production requirements of multiple types of products.
Drone inspection: Intelligent Eyes in the Air
Technical highlights: Integrated into the unmanned aerial vehicle (UAV) ground station, it can process aerial images in real time, support crack detection and foreign object recognition of power transmission towers and oil pipelines, and increase the coverage area of a single inspection to 8 times that of traditional solutions.
Smart cabinets: The heart of unmanned retail
Business value: Through the fusion perception of cameras and sensors, the module realizes the full automation of the entire process of product retrieval identification, inventory management and settlement. After a certain chain convenience store applied it, the failure rate of the cabinets decreased by 75% and the inventory taking efficiency increased by 90%.
From urban management to industrial production, from logistics transportation to consumer terminals, the TS-SG-SM7 series AI computing power modules, with their features of "super computing power, ultra-low power consumption, and flexible expansion", have become a key fulcrum for the implementation of edge intelligence. TENSORTEC is continuously promoting technological innovation to drive AI computing power from the cloud to the front lines of scenarios, enabling every edge node to become a value creator in the intelligent era.
