SUNIX AIEH1000 V.S Intel i7-12900 Performance comparison
Uplaod date: 2023-12-04 10:54:50
Time: 2:49
Description:
Hello, everyone! I'm Alex, an Application Engineer at SUNIX Technology. Today, I'd like to show you how to significantly boost the speed of computer image recognition on a PC by using the SUNIX AI Accelerator Card. Next, I will demonstrate our latest product, the AIEH1000, which is a dedicated PCIe interface AI accelerator card developed for PCs. The testing platform is the X86, equipped with an Intel i7-12900 processor. While this processor already come with AI inference acceleration capabilities, we will conduct a comparative test using SUNIX Technology's AIEH1000 AI accelerator card on the same computer to clearly showcase the performance difference. Let’s , take a look at the screen. For our image recognition tests, we are using the pre-trained YOLOv5m model. First, let's examine the performance of the CPU processor. The screen on the left displays the CPU performance results, which show that it can only process 7 frames per second (FPS), meaning it can handle just 7 frames per second. Next, let's see the results when we insert the SUNIX AIEH1000 AI Accelerator Card. Now, the test results are shown on the right side of the screen, with an average speed of 218 frames per second (FPS), which means it’s capable of processing up to 218 real-time frames per second. From the test results, it's clear that the image processing speed with the SUNIX AIEH1000 AI accelerator card is more than 30 times faster than the CPU processor. So, in the context of computer vision applications and the rapidly growing field of AI, a standard PC equipped with the SUNIX AI accelerator card can better meet the expectations of customers and the market. Moreover, our AI accelerator card can reduce the CPU load on your system, satisfying customer demands for real-time streaming of image processing and multitasking model processing. As to energy efficiency , our AIEH1000 AI accelerator card only consumes 5W in average during model inference, making it suitable for implementing edge AI applications on your PC. You can now readily adopt the SUNIX AI Accelerator Card to expand your PC business into the AI visual application market. You’re welcomed to let us know if you need further information on SUNIX AI product.