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Application of domestic industrial computers in deep learning
Solutions

Application of domestic industrial computers in deep learning

2024-11-08
Table of Contents

1. Industry background

With the rapid development of artificial intelligence technology, deep learning, as an important branch, has shown strong application potential in various fields. Especially in the industrial field, deep learning technology is gradually being integrated into all aspects of production and manufacturing, helping to upgrade industrial intelligence. As the core component of industrial automation control systems, the performance and stability of industrial computers are directly related to the application effect of deep learning technology in the industrial field. Therefore, the application of domestic industrial computers in deep learning has gradually attracted the attention of the industry.

a

2. Advantages of domestic industrial computers in this industry

(1). Domestic industrial computers have multiple advantages in deep learning applications. First, domestic industrial computers usually use high-performance processors and memory, which can meet the large demand for computing resources of deep learning algorithms.
(2). Secondly, domestic industrial computers perform well in stability and reliability, and can ensure the stability and accuracy of deep learning models during long-term operation.
(3). In addition, domestic industrial computers also have rich interfaces and expansion capabilities, which are convenient for connecting with various sensors and devices to realize real-time data collection and transmission.

b

3. Product Recommendation

Product Type: 4U Industrial Computer
Product Model: SIN-S4010MB-SD2000MB
Reasons for Recommendation
(1). Computing Power: Deep learning algorithms require a lot of computing resources. This 4U industrial computer uses Feiteng D2000, which is a new generation of high-performance processor independently developed by Feiteng. The leap-forward energy efficiency improvement brings a new and enjoyable experience. The 8-core design helps more complex application scenarios. The dual-channel DDR4 high-frequency memory can support 32GB. Multi-task switching at any time greatly improves efficiency. The program opens in seconds without waiting, which can ensure the fast execution of the algorithm.

c


(2). Stability and reliability: SIN-S4010MB-SD2000MB supports 300W Huntkey industrial power supply, stable heat dissipation, wide voltage, quality temperature-controlled fan, creating a quiet working atmosphere, high efficiency of typical load, and no fear of long-term uninterrupted operation.

(3). Data interface and communication: The industrial computer needs to support a variety of data interfaces to connect with various sensors and devices to realize real-time data collection and transmission. The 4U industrial computer uses 11 COM ports to support a variety of peripherals; 20 USB ports, 4 USB3.0, can connect USB high-speed cameras, and the information transmission is stable with 16 USB2.0 standard interfaces.

(4). Software compatibility: The industrial computer needs to be able to run deep learning frameworks and other necessary software tools, and support popular operating systems to seamlessly connect with deep learning algorithms. This 4U industrial computer supports domestic independent BIOS depth and adapts to a variety of domestic OS to reduce the system blue screen crash and cause file and program loss.

4. Conclusion

SINSMART TECH has always put customer needs first and focused on providing customers with personalized industrial computer solutions. With excellent customized design, fine manufacturing process, strict quality assurance, efficient logistics system and comprehensive after-sales support, we help customers fully tap the value of their technology investment. We sincerely invite you to contact us to discuss cooperation and create a better future together!

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