Decision fusion algorithm acceleration operation device

Abstract

The utility model relates to the technical field of data processing equipment, in particular to decision fusion algorithm acceleration operation equipment. According to the decision fusion algorithm acceleration operation equipment provided by the utility model, the technical problem of poor heat dissipation performance of the decision fusion algorithm acceleration operation equipment in the prior art is solved. The utility model discloses decision fusion algorithm acceleration operation equipment, which comprises a box body, the data processing assembly is arranged in the box body; the heat dissipation assembly is connected into the box body in a sliding mode, and the data processing assembly is installed on the heat dissipation assembly; by arranging the air cooler, the air inlet hole and the air outlet hole, the data processing assembly is cooled in a forced heat dissipation mode, and therefore the heat dissipation efficiency of the equipment is effectively improved. And the air cooler blows air flow with lower temperature to the data processing assembly, and the air flow with lower temperature exchanges heat with the data processing assembly and then is discharged in time through the air outlet holes, so that the heat dissipation efficiency of the equipment is greatly improved.

Description

Technical Field

[0001] This utility model relates to the field of data processing equipment technology, and in particular to a decision fusion algorithm acceleration computing device. Background Technology

[0002] The decision fusion algorithm acceleration device is a high-performance computing device specifically designed to accelerate the execution of decision fusion algorithms. It improves the computational speed and efficiency of algorithms through optimized hardware architecture, thereby meeting the needs of applications with high real-time and accuracy requirements.

[0003] Decision fusion algorithm acceleration devices are commonly used in the following fields: In autonomous driving systems, real-time fusion and processing of data from multiple sensors are required to make accurate driving decisions. These devices can significantly improve the efficiency and accuracy of this process. In intelligent security, real-time analysis and processing of surveillance video is needed to detect abnormal events and behaviors. These devices can accelerate the execution of video processing algorithms, improving the response speed and accuracy of security systems. In financial risk control, real-time analysis and risk assessment of large amounts of transaction data are required. These devices can accelerate the execution of risk assessment algorithms, improving the efficiency and accuracy of financial risk control systems.

[0004] However, existing decision fusion algorithms accelerate computing devices by generating a large amount of heat during data processing. Natural cooling methods cannot effectively reduce the device temperature, causing the electronic components to operate at high temperatures, which can easily lead to aging or damage of the electronic components.

[0005] Therefore, existing decision fusion algorithm acceleration devices suffer from poor heat dissipation performance. Summary of the Invention

[0006] This invention provides a decision fusion algorithm acceleration computing device, which solves the technical problem of poor heat dissipation performance in existing decision fusion algorithm acceleration computing devices.

[0007] Some implementation schemes for solving the above-mentioned technical problems include:

[0008] A decision fusion algorithm acceleration computing device includes a housing;

[0009] A data processing component, wherein the data processing component is disposed within the housing;

[0010] A heat dissipation component is slidably connected to the housing, and the data processing component is installed on the heat dissipation component;

[0011] And a dust baffle, the housing is installed above the dust baffle;

[0012] The heat dissipation component includes an air inlet and an air outlet disposed on the housing. The heat dissipation component also includes a slide rail slidably connected to the housing. The data processing component is disposed in the housing via the slide rail. The slide rail is equipped with an air cooler. Airflow entering through the air inlet flows sequentially through the air cooler, the slide rail, and the data processing component, and is discharged through the air outlet.

[0013] The dust baffle is located directly above the air outlet.

[0014] Preferably, the data processing component includes a data acquisition unit, a decision fusion algorithm acceleration unit, and a data output unit, wherein the data acquisition unit and the data output unit communicate with the decision fusion algorithm acceleration unit.

[0015] Preferably, the data acquisition unit, the data output unit, and the decision fusion algorithm acceleration unit are all located above the carriage, and the air cooler is located below the carriage.

[0016] Preferably, the carriage is provided with ventilation holes that extend through the carriage.

[0017] Preferably, the carriage is provided with a cover plate, the housing is provided with an opening, the cover plate closes the opening, and the carriage extends into the housing through the opening.

[0018] Preferably, a sealing ring is provided between the cover plate and the box body, and the sealing ring is adhered to the cover plate.

[0019] Preferably, the housing is provided with a guide groove, and the carriage is provided with a guide rail that cooperates with the guide groove, the cross-sectional shape of the guide rail being trapezoidal.

[0020] Preferably, the housing is further provided with a limiting groove that limits the displacement of the carriage. The limiting groove is elongated and communicates with the guide groove. The guide rail is provided with a limiting post that extends into the guide groove.

[0021] Preferably, the air cooler includes a fan and a refrigeration unit that reduces the temperature of the airflow.

[0022] Preferably, the dust baffle is fixed to the housing by a connecting column, the upper end of the connecting column is welded to the dust baffle, the lower end of the connecting column is welded to the housing, the air inlet is provided on the side wall of the housing, and the air inlet penetrates the side wall of the housing.

[0023] Compared with the prior art, the present invention has the following advantages:

[0024] By incorporating an air cooler, air inlet, and air outlet, forced cooling is used to dissipate heat from the data processing components, effectively improving the equipment's heat dissipation efficiency. The air cooler blows cool air towards the data processing components, where it exchanges heat with the components before being promptly exhausted through the air outlet, significantly enhancing the equipment's heat dissipation efficiency.

[0025] By installing a dust baffle directly above the air outlet, the dust baffle is primarily used to block dust and prevent it from entering the housing through the air outlet under gravity. This allows the data processing components to operate in a better environment and reduces the risk of damage.

[0026] By setting up a slide, which is movably connected to the housing, and setting up the data processing component on the slide, when the data processing component needs maintenance, all cables connected to the data processing component can be disconnected first. Then, the slide can be pulled out, allowing the data processing component to extend out of the housing, making it easy to maintain the data processing component. The maintenance operation of the data processing component is very convenient. Attached Figure Description

[0027] For illustrative purposes, several embodiments of the present invention are illustrated in the following figures. These figures are incorporated herein by reference and form part of the detailed description. In some cases, well-known structures and components are shown in block diagram form to avoid obscuring the concept of the subject matter of the present invention.

[0028] Figure 1 This is a schematic diagram of the present invention.

[0029] Figure 2 for Figure 1 A schematic diagram showing the carriage partially extended.

[0030] Figure 3 This is a schematic diagram of the carriage at its first angle.

[0031] Figure 4 This is a schematic diagram of the second angle of the carriage.

[0032] Figure 5 This is a schematic diagram of the box.

[0033] Figure 6 This is a schematic diagram showing the relative positions of the limiting groove and the limiting post.

[0034] In the picture:

[0035] 1. Housing; 11. Dust baffle; 12. Air inlet; 13. Air outlet; 14. Guide groove; 15. Limiting groove.

[0036] 2. Data processing components, 21. Data acquisition unit, 22. Decision fusion algorithm acceleration unit, 23. Data output unit.

[0037] 3. Heat dissipation components; 31. Slide carriage; 311. Ventilation holes; 312. Guide rail; 313. Limiting post; 32. Air cooler; 33. Cover plate. Detailed Implementation

[0038] The specific embodiments shown below are intended to describe various configurations of the subject matter of this invention and are not intended to represent the only configuration in which the subject matter of this invention can be practiced. The specific embodiments include detailed descriptions intended to provide a thorough understanding of the subject matter of this invention. However, it will be clear and apparent to those skilled in the art that the subject matter of this invention is not limited to the specific details shown herein and can be practiced without these specific details.

[0039] Understandably, in this document, relational terms such as “first” and “second” are intended to distinguish one entity or operation from another, and are not intended to expressly or imply any actual relationship or order between these entities or operations.

[0040] The terms “comprising,” “including,” or any other variations thereof are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such a process, method, article, or apparatus. Without further limitation, an element defined by the phrase “comprising one…” does not exclude the presence of other identical elements in the process, method, article, or apparatus that includes said element.

[0041] Reference Figures 1 to 6 As shown, a decision fusion algorithm acceleration computing device includes a housing 1;

[0042] Data processing component 2, which is disposed inside the housing 1;

[0043] Heat dissipation component 3 is slidably connected inside the housing 1, and data processing component 2 is installed on heat dissipation component 3;

[0044] And dust baffle 11, the box body 1 is installed above the dust baffle 11;

[0045] The heat dissipation assembly 3 includes an air inlet 12 and an air outlet 13 disposed on the housing 1. The heat dissipation assembly 3 also includes a slide 31, which is slidably connected to the housing 1. The data processing assembly 2 is disposed in the housing 1 through the slide 31. The slide 31 is provided with an air cooler 32. The airflow entering through the air inlet 12 flows sequentially through the air cooler 32, the slide 31, and the data processing assembly 2, and is discharged through the air outlet 13.

[0046] The dust baffle 11 is located directly above the air outlet 13.

[0047] In some embodiments, the data processing component 2 includes a data acquisition unit 21, a decision fusion algorithm acceleration unit 22, and a data output unit 23, wherein the data acquisition unit 21 and the data output unit 23 communicate with the decision fusion algorithm acceleration unit 22.

[0048] In some embodiments, the data acquisition unit 21, the data output unit 23, and the decision fusion algorithm acceleration unit 22 are all located above the carriage 31, and the air cooler 32 is located below the carriage 31.

[0049] Understandably, acceleration devices for decision fusion algorithms mainly include the following aspects: Designing dedicated processing units (such as ASICs and FPGAs) for specific computational tasks in the decision fusion algorithm to achieve efficient parallel computing and pipelined processing; employing high-speed memory and transmission interfaces to reduce data access latency and improve data transmission efficiency.

[0050] The decision fusion algorithm is optimized to adapt to the characteristics of the hardware acceleration module, thereby improving the algorithm's execution efficiency. Dedicated drivers and interfaces are provided to enable users to easily deploy the algorithm onto the acceleration device and achieve communication and data transmission with the host.

[0051] Understandably, since warmer air rises, placing the data processing component 2 above the air cooler 32 allows the heat generated by the data processing component 2 to be quickly expelled through the air outlet 13. The heat generated by the data processing component 2 does not interfere with the movement of the air cooler 32, improving the stability of the air cooler 32 during operation and increasing the heat dissipation efficiency of the data processing component 2.

[0052] Reference Figures 1 to 6 As shown, in some embodiments, the carriage 31 is provided with ventilation holes 311, which extend through the carriage 31. The airflow output from the air cooler 32 is directed towards the data processing component 2 through the ventilation holes 311.

[0053] In some embodiments, the carriage 31 is provided with a cover plate 33, the housing 1 is provided with an opening, the cover plate 33 covers the opening, and the carriage 31 extends into the housing 1 through the opening.

[0054] In some embodiments, the cover plate 33 may be welded to the carriage 31, or the cover plate 33 and the carriage 31 may be an integral structure.

[0055] In some embodiments, a sealing ring is provided between the cover plate 33 and the housing 1, and the sealing ring is adhered to the cover plate 33.

[0056] The sealing ring is used to prevent dust from entering the housing 1.

[0057] In some embodiments, the housing 1 is provided with a guide groove 14, and the slide 31 is provided with a guide rail 312 that cooperates with the guide groove 14. The cross-sectional shape of the guide rail 312 is trapezoidal.

[0058] Reference Figures 1 to 6 As shown, in some embodiments, the housing 1 is further provided with a limiting groove 15 that limits the displacement limit position of the slide 31. The limiting groove 15 is elongated and communicates with the guide groove 14. The guide rail 312 is provided with a limiting post 313 extending into the guide groove 14.

[0059] For ease of assembly, the limiting post 313 can be threaded to the guide rail 312. The limiting post 313 can be provided with external threads, and the guide rail 312 can be provided with threaded holes that mate with the limiting post 313.

[0060] In some embodiments, the air cooler 32 includes a fan and a refrigerator that reduces the temperature of the airflow. Both the fan and the refrigerator are ordinary electrical devices.

[0061] In some embodiments, the dust baffle 11 is fixed to the housing 1 by a connecting column, the upper end of the connecting column is welded to the dust baffle 11, the lower end of the connecting column is welded to the housing 1, the air inlet 12 is disposed on the side wall of the housing 1, and the air inlet 12 penetrates the side wall of the housing 1.

[0062] Understandably, in addition to preventing dust from entering the air outlet 13, the dust baffle 11 can also protect the housing 1, so that the housing 1 does not have to directly withstand the impact from above, thus giving the housing 1 a longer service life and making the data processing component 2 located inside the housing 1 less prone to damage.

[0063] In some embodiments, a handle may be provided on the cover plate 33. The handle may be fixed to the cover plate 33 by screws.

[0064] In some embodiments, a lock is also provided between the cover plate 33 and the housing 1 to prevent unauthorized personnel from opening the cover plate 33.

[0065] The above describes the subject matter technical solution of this utility model and its corresponding details. It is understood that the above description is only some implementation schemes of the subject matter technical solution of this utility model, and some details may be omitted in the specific implementation.

[0066] Furthermore, in some embodiments of the above utility model, multiple embodiments may be combined; however, due to space limitations, all such combinations will not be listed here. Those skilled in the art can freely combine the above embodiments according to their needs to achieve a better application experience.

[0067] When implementing the subject matter technical solution of this utility model, those skilled in the art can obtain other detailed configurations or drawings based on the subject matter technical solution and the accompanying drawings. Obviously, these details are still within the scope of the subject matter technical solution of this utility model without departing from it.

Claims

1. A decision fusion algorithm acceleration computing device, characterized in that: The device includes a housing (1); a data processing component (2) disposed within the housing (1); a heat dissipation component (3) slidably connected within the housing (1), with the data processing component (2) mounted on the heat dissipation component (3); and a dust baffle (11), with the housing (1) mounted above the dust baffle (11). The heat dissipation component (3) includes an air inlet (12) disposed within the housing (1) and an air outlet (13) disposed within the housing (1). The heat dissipation assembly (3) also includes a slide (31), which is slidably connected to the housing (1). The data processing assembly (2) is installed in the housing (1) through the slide (31). The slide (31) is equipped with an air cooler (32). The airflow entering through the air inlet (12) flows sequentially through the air cooler (32), the slide (31), and the data processing assembly (2) and is discharged through the air outlet (13). The dust baffle (11) is located directly above the air outlet (13).

2. The decision fusion algorithm acceleration computing device according to claim 1, characterized in that: The data processing component (2) includes a data acquisition unit (21), a decision fusion algorithm acceleration unit (22), and a data output unit (23). The data acquisition unit (21) and the data output unit (23) communicate with the decision fusion algorithm acceleration unit (22).

3. The decision fusion algorithm acceleration computing device according to claim 2, characterized in that: The data acquisition unit (21), the data output unit (23), and the decision fusion algorithm acceleration unit (22) are all located above the carriage (31), and the air cooler (32) is located below the carriage (31).

4. The decision fusion algorithm acceleration computing device according to claim 1, characterized in that: The carriage (31) is provided with ventilation holes (311) that are evenly distributed and pass through the carriage (31).

5. The decision fusion algorithm acceleration computing device according to claim 1, characterized in that: The carriage (31) is provided with a cover plate (33), the housing (1) is provided with an opening, the cover plate (33) covers the opening, and the carriage (31) extends into the housing (1) through the opening.

6. The decision fusion algorithm acceleration computing device according to claim 5, characterized in that: A sealing ring is provided between the cover plate (33) and the box body (1), and the sealing ring is bonded to the cover plate (33).

7. The decision fusion algorithm acceleration computing device according to claim 1, characterized in that: The housing (1) is provided with a guide groove (14), and the slide (31) is provided with a guide rail (312) that cooperates with the guide groove (14). The cross-sectional shape of the guide rail (312) is trapezoidal.

8. The decision fusion algorithm acceleration computing device according to claim 7, characterized in that: The housing (1) is also provided with a limiting groove (15) that limits the displacement limit position of the slide (31). The limiting groove (15) is elongated and communicates with the guide groove (14). The guide rail (312) is provided with a limiting post (313) extending into the guide groove (14).

9. The decision fusion algorithm acceleration computing device according to claim 1, characterized in that: The air cooler (32) includes a fan and a refrigeration unit that reduces the temperature of the airflow.

10. The decision fusion algorithm acceleration computing device according to claim 1, characterized in that: The dust baffle (11) is fixed to the box (1) by a connecting column. The upper end of the connecting column is welded to the dust baffle (11), and the lower end of the connecting column is welded to the box (1). The air inlet (12) is provided on the side wall of the box (1) and the air inlet (12) penetrates the side wall of the box (1).

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