Stable Diffusion Run on Smartphone

The high processing power of our smartphones is actually not noticed by most of us in daily use. But chipsets found in flagship phones, especially, to today’s computers He can hold his head.

The biggest proof of this sheer power was presented by Qualcomm. The company’s new chipset Snapdragon 8 Gen 2 visual builder with artificial intelligence Stable Diffusion it worked.

First, let’s explain why we’re surprised why Stable Diffusion works on mobile:

Stable Diffusion, usually via cloud-based systems extremely high performance equipment on A visual creation tool that is trained and used.

In order to train this artificial intelligence and create images using the data generated by training, you need to have the highest level graphics processors. At least if you don’t want to wait for hours to get the results.

If you have a very powerful computer and you have trained artificial intelligence, you can now start to benefit from its benefits without the need for an internet connection.

How did Qualcomm achieve this performance?

Qualcomm has announced that it has made major optimization tweaks on the smartphone to run Stable Diffusion on mobile. The company’s AI research team is working on the device, the application used, algorithms, software and even hardware. operations that we will not see on a regular phone performed.

Of course, some of these settings were also made on Stable Diffusion. The team switched from the floating point format FP-32 data type used for Stable Diffusion and deep learning in general to the lower precision INT8 type. It also used the AI ​​Model Efficiency Toolkit (Artificial Intelligence Model Efficiency Toolkit) technology that it has just released.

With all the optimizations and adjustments made, Stable Diffusion is on a smartphone It was able to produce 512×512 pixel resolution photos in 15 seconds. This period is also very close to Stable Diffusion systems integrated into cloud systems.

So what will Qualcomm use this success for?

Emphasizing that running Stable Diffusion on the phone is just the beginning, the company emphasized that giant artificial intelligence technologies work on mobile devices. will have many advantages such as safety, efficiency and cost. stated. In addition, the optimization studies carried out became an example in the field.