Performance Specifications

This section describes only the performance specifications of each product. The performance specifications vary according to the memory and CPU configurations of each product. For details about the performance specifications of each product, see the official description of the Ascend community.

This section takes a single device as an example to describe the performance specifications in basic scenarios, as shown in the table below. The performance at other resolutions can be estimated in the same way.

In the following table, one channel corresponds to one thread, 720p indicates a resolution of 1280 x 720 pixels, 1080p indicates a resolution of 1920 x 1080 pixels, and 4K indicates a resolution of 3840 x 2160 pixels.

**Table 1** AI processor performance indicator reference data of Atlas A2 training product/Atlas A2 inference product
Scenario	Total Frame Rate
Input resolution: 1080p (1920 x 1080) Output resolution: 1080p (1920 x 1080) Input/Output format: YUV420SP n channels (1 ≤ n ≤ 10)	n x 1440 FPS
Input resolution: 1080p (1920 x 1080) Output resolution: 1080p (1920 x 1080) Input/Output format: YUV420SP n channels (n > 10)	14400 FPS
Input resolution: 4K (3840 x 2160) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (1 ≤ n ≤ 10)	n x 360 FPS
Input resolution: 4K (3840 x 2160) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n > 10)	3600 FPS
Input resolution: 8K (7680 x 4320) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (1 ≤ n ≤ 10)	n x 90 FPS
Input resolution: 8K (7680 x 4320) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n > 10)	900 FPS

**Table 2** Performance specifications of the Ascend AI Processor on the Atlas 200I/500 A2 inference product
Scenario	Total Frame Rate
Input resolution: 1080p (1920 x 1080) Output resolution: 1080p (1920 x 1080) Input/Output format: YUV420SP n channels (n < 2)	n x 800 FPS
Input resolution: 1080p (1920 x 1080) Output resolution: 1080p (1920 x 1080) Input/Output format: YUV420SP n channels (n ≥ 2)	1600 FPS
Input resolution: 4K (3840 x 2160) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n < 2)	n x 200 FPS
Input resolution: 4K (3840 x 2160) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n ≥ 2)	400 FPS
Input resolution: 8K (7680 x 4320) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n < 2)	n x 100 FPS
Input resolution: 8K (7680 x 4320) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n ≥ 2)	200 FPS

**Table 3** AI processor performance indicator reference data of Atlas inference product
Scenario	Total Frame Rate
Input resolution: 1080p (1920 x 1080) Output resolution: 1080p (1920 x 1080) Input/Output format: YUV420SP n channels (1 ≤ n ≤ 12)	n x 360 FPS
Input resolution: 1080p (1920 x 1080) Output resolution: 1080p (1920 x 1080) Input/Output format: YUV420SP n channels (n > 12)	4320 FPS
Input resolution: 4K (3840 x 2160) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (1 ≤ n ≤ 12)	n x 90 FPS
Input resolution: 4K (3840 x 2160) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n > 12)	1080 FPS
Input resolution: 8K (7680 x 4320) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (1 ≤ n ≤ 12)	n x 22.5 FPS
Input resolution: 8K (7680 x 4320) Output resolution: 4K (3840 x 2160) Input/Output format: YUV420SP n channels (n > 12)	270 FPS

The VPC processing performance is closely related to the image resolution during processing. The maximum resolution of the input and output images is used as the reference resolution. A larger reference resolution indicates a longer processing time and lower performance.

A VPC batch processing API (whose name includes "batch", such as hi_mpi_vpc_batch_crop_resize_paste) allows the parallel image processing on multiple VPC hardware units in the DVPP. Therefore, a single channel can reach the maximum total frame rate.

Parent topic: VPC