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The VA Face Recognition Pack add-on (see Installing DetectorPack add-ons) includes a utility that allows you to create GPU neural network caches without using Axxon One.  The The presence of the cache speeds up the initialization, optimizes video memory consumption, and ensures the start and correct operation of the Face detector VA on the GPU.

To optimize the operation of the Face detector VA on GPU, do the following:

1. Stop the server (see

Stopping

2. Stop the server).
   

   Note
   title Attention!
   If the system

has

3. uses the software that is running on the GPU,

it is necessary to

4. you must stop its operation.

5. Create the GPU_CACHE_DIR system variable (see

Appendix 9.

6. Creating system variable). In the Variable value field, specify the path to the cache location in Latin characters only. For example, D:\GPU_cache. The specified directory will store the cache for all used detectors and neural networks.
   

7. Run the command line as administrator.
To call

8. Starting with Detector Pack 3.14:

   1. Call the utility,

enter in the command line:

9. 1. specifying the required video stream resolutions in the XxX or XxX XxX format via the -r key. In this case you must not further specify the video stream resolution.
      Example:
      

      Code Block
      language shell
      C:\Program Files\Common Files\AxxonSoft\DetectorPack\VaFaceGpuCacheGenerator.exe -r 3840x2160 2688x1520

      If you don't specify the resolution explicitly, the utility uses the default 1920x1080 resolution for creating the cache.
      

      Info
      title Note

Starting with Detector Pack 3.14, if necessary,

10. 1. To get help information, you can enter

a

11. 1. the query

specifying the required resolution of the video stream in XxX format, for example

12. 1. in the command line: Code Block C:\Program Files\Common Files\AxxonSoft\DetectorPack\

TvaFaceGpuCacheGenerator

13. 1. VaFaceGpuCacheGenerator.exe -

r 1280x720In this case, you don't need to specify further the resolution of the video stream

14. 1. -help

    2. Press Enter.

    3. Specify the ID of the required GPU (see Selecting Nvidia GPU when configuring detectors).

    4. Press Enter. As a result, the process of creating the cache starts. If you get the "0" value, it means that the cache is created successfully.
       

15. For Detector Pack 3.13 and older:
    1. In the command line, enter the C:\Program Files\Common Files\AxxonSoft\DetectorPack\VaFaceGpuCacheGenerator.exe query to call the utility.

    2. Press Enter.

    3. Specify the ID of the required GPU (see Selecting Nvidia GPU when configuring detectors).

    4. Press Enter.

    5. If you want to change the resolution of the video stream

for the Face detector VA

16. 1. :

Enter
17. 1. 1. Enter y. If you don't want to change the resolution of the video stream, enter n. 

       2. Specify the required resolution. For example,

 3840×2160 2688×1520

18. 1. 1. 3840x2160 2688x1520. The GPU uses the

default

19. 1. 1. default 1920x1080 video stream

resolutions

20. 1. 1. resolution.

Changing

21. 1. 1. If you change the resolution of the video stream from

1920*1080

22. 1. 1. 1920x1080 and higher, it increases the percentage of face detection

.
If you don't want to change the resolution of the video stream for the Face detector VA, enter n

23. 1. 1. .

 

25. Press Enter.

The cache creation process starts. The cache creation is successful if the result value is "0"

26. As a result, the process of creating the cache starts. If you get the 0 value, it means that the cache is created successfully.
    

The cache must be recreated in the following cases:

...

Optimizing the operation of the Face detector VA on the GPU is complete.

...

.