Nearly thirty years old, established in science and technology

Chapter 19 This is the willfulness of powerful technology

"I don't believe it, let it be installed with Adobe family bucket!" At this moment, Zhang Jian got angry.

It is true that industry software is the real weakness of Linux. Although Linux has unique advantages in software development, many industry software on Windows still do not have good alternatives on the Linux platform. Sometimes it is not easy to install Windows software using Wine. Good compatibility.

Among them, the most "old-fashioned" ones include Adobe's family bucket, Photoshop, After Effects, Premiere Pro, InDesign, etc., each of which is widely used, and industry software is also one of the foundations of the Windows system to some extent. , the other is of course the WinTel Alliance.

This kind of problem cannot be solved perfectly even by the top engineers, and what is available is just makeshift.

Ji Hong's tool certainly can't - AI can surpass 95% of people after training, but this does not mean that it can create something that does not exist out of thin air.

"It's not too outrageous!" Zhang Jian sighed to himself for a moment, and breathed a sigh of relief at the same time - it would not be created out of thin air, at least it was within the scope of his understanding, and it was not too beyond cognition.

"Mr. Zhang, although the compatibility problem cannot be completely solved and there are some small bugs, there are no problems at all in daily use. We have actually done an evaluation, and that is what it handles, which is about what we can find in public channels. the optimal solution.”

Li Gong was stunned for a while, but he still said: "If our engineers are asked to do this, it will take only three to five days, and they will definitely not be able to achieve this level."

"What about increasing hardware utilization by 30%? Have you figured out any tricks?"

“From the data monitoring point of view, it is still a solution for fine-grained resource management and control and isolation of video memory and computing power. However, this system has a finer granularity for resource management and control, which greatly improves GPU utilization.

"There are also GPU shared components...this..."

……

While Zhang Jian and Li Gong were discussing possible solutions and principles of Linux system-level smart plug-ins, Ji Hong was also racking his brains at home thinking about how to explain the technology to Cheng Hui.

“The so-called granular resource control, let’s put it this way, is just like at a traffic light intersection. A general smart traffic light can control the green light time in each direction of the signal according to the traffic flow.

“If there are more cars in this direction, the green light time will be longer. If there are less cars in this direction, then the red light will wait a little longer and give way, so as to ensure the maximum throughput.

"But when the traffic flow is very large, this control time is actually not easy to use. What should you do if there are traffic jams in all four directions? Who should be assigned a longer green light time?
"So, the logic of our AI is different now. It does not calculate an intersection, but the entire city's transportation network. It focuses on the overall situation and chooses a distribution plan that is beneficial to the entire city's roads.

"The principle of GPU scheduling is actually the same. It is better to consider the overall situation rather than the local area, so as to maximize the smooth flow of all computing links in the entire network."

"Yeah, yeah, yeah." Cheng Hui kept nodding while eating. This analogy was indeed a professional term, and granular resource management and control were much easier to understand. She understood it completely, and even listened with gusto.

“The other is GPU shared components, and taking traffic jams as an example, this is another way to solve the problem.

“There are many cars at the intersection, which is often congested, but our comprehensive statistics found that whether it is a five-seater car or a seven-seater car, it is almost always occupied by only one or two people.

“Then we can use AI intelligent scheduling based on big data to intelligently combine passengers with similar routes and destinations into one car, and then save road space, thereby minimizing congestion and improving efficiency.

"It is roughly the same when placed in a GPU sharing group. Multiple tasks are intelligently combined through advance path prediction, comprehensive allocation of computing power, etc., and the GPU computing power unit is shared. In theory, it can be achieved to the extreme and even achieve a trace of computing power. It’s not a waste.” “And it’s different from waiting for a bus. This arrangement will be very complicated. Picking up, dropping off, and waiting are emotionally draining, and it’s easy to cause conflicts. But such a division of GPU computing power only requires a suitable algorithm and a Super powerful AI.”

"Husband, you are so awesome!"

Cheng Hui's eyes began to sparkle again, and her eyes kept focusing on Ji Hong's face, unwilling to separate for a long time. She really enjoyed her husband's sharing of skills and this moment.

Warm and beautiful.

[Recognized, technical capability in the direction of GPU computing power scheduling +0.1]

"Hehe..." Ji Hong laughed "hehe" twice. First, it was the inspiration for the prediction model, and then it was the technical ability in the direction of computing power scheduling. His mind was getting brighter and brighter.

……

Different from the warmth and beauty on Cheng Hui and Ji Hong's side, Zhang Jian was obviously in a different mood. He was a little anxious, and at the same time he was also calculating the possible opportunities and future hopes.

"Just one algorithm? So simple? Can you do it?"

Li Gong's analysis was almost the same. After all, there were only a few obvious routes. Zhang Jian also agreed with his analysis, but after thinking about it for a while, he felt that things were not that simple.

"The concepts are all the same. Although the algorithm is complex, it is not impossible to solve."

Li Gong also lamented: "It is mainly limited by the ability of AI. The core reason why this thing is so powerful is the super powerful AI. This is the willfulness of powerful technology. It makes people completely lose their temper when they do whatever they want, no matter what their ideas are. We all know that others just can’t do it.”

"AI capabilities!" Zhang Jian nodded, and finally returned to this concept: "Why does such a small company in Hezhou suddenly have such a powerful AI model?

There is also the AI ​​work assistant, whose functions are simply off the charts, and more importantly - its training, reasoning and terminal testing capabilities all use its own Moore Technology graphics cards!
This is definitely an opportunity, but I just don’t know what the plan of “Juaner Intelligent Technology”, a piece of grass in the Book of Songs, is doing.

But no matter what the plan is, Zhang Jian must continue at this time - he claims that his goal in the next ten years is to stay alive, but if he can eat a lot of fish and meat, who is willing to eat chaffy vegetables.

Seeing such a once-in-a-lifetime opportunity, if you miss it, you will really be punished by God.

"This has a great impact on us. It might really be an opportunity to punch our old employer and kick the massage parlor! It seems we have to go there!"

"Book a flight ticket for me, the sooner the better, to Hezhou." Zhang Jian arranged again:
"Let the Leader of AISG (AI R&D Director of AI Strategy Group) be prepared. The company is very likely to make strategic adjustments and disclose relevant information to our shareholders and intended investors in a timely manner."

……

(End of this chapter)