If this is an urgent scientific research task, no matter what means are used, Chu Jianshu will not think it is excessive.

"So, the final strategy is to use the success rate of returning to the team as the main criterion, and the distance is only used as an auxiliary."

This is all to test your true strength and avoid boiling frogs in warm water and dying in the pot.

The other party was not a member of the Spark Team and did not know Chen Nian's identity. In his eyes, Chen Nian, like Wang Jiancheng, was an "ordinary" and relatively talented student.

This was originally Wang Jiancheng's project, but after seeing the potential of the project, Chen Nian couldn't help but get involved.

"Senior! Over here!"

Being able to achieve this step is already a success in a certain sense.

After hearing his words, Chen Nian smiled slightly and stood up calmly, not forgetting to remind Wang Jiancheng to return the initial settings of the minicomputer.

It was also through his relationship that this laboratory equipped with a minicomputer was opened.

But the problem is that this method of solving the problem is tantamount to undermining the success of the two children.

This is a bit embarrassing.

However, besides this method, is there no other way?

He always felt that he seemed to have overlooked something. What exactly was it?

If you want data, it's just a matter of a few phone calls.

However, when he returned to his residence, he still couldn't help but feel a little worried.

Object-oriented development is truly useful development.

"Or, I'll find a way to contact the aircraft model club and ask them to brush up the prior data for us."

"Take your time, you still have time."

In fact, what Chu Jianshu can do, he can also do.

Pieces of data are continuously input into the model. Since there is no visual interface, all learning processes are presented in the form of data.

The next road still needs to be walked slowly step by step.

——

Of course, when it comes to solutions, he actually doesn't have them.

Things that need to be experienced will always have to be experienced. Since you have made up your mind not to interfere, you must follow through to the end.

"It's like this. Senior Chen Nian just told me that our thinking at the beginning was wrong."

With such self-confidence, he could be said to be making great progress all the way, so fast that Chen Nian was amazed.

"Even if our small aircraft can run now, it won't be able to run on a drone in the future."

"There is another way, which is to tear down the entire model and start over."

Seeing the performance of the two people, Chu Jianshu didn't say much.

This amount of data is simply not enough to support the continued training of the model.

After a day of small classes, Chen Nian and Wang Jiancheng made an appointment in the laboratory of the school's Computer Comprehensive Education Center. There are minicomputers there that can support the computing power required by the convolutional neural network model, which can be used for this training.

experiment.

——

Of course, the approval was actually the result of Chen Nian's secret arrangement through Chen Guo.

However, how could an ordinary student have such knowledge?

——

He didn't know yet that Chen Nian at this time actually had practical experience in understanding air force tactics.

"Very smart. This should be our best solution. Shall we start now?"

"The problem is that if we do it this way, the underlying logic will also need to be modified, and the amount of work will be relatively large."

"Professor Chu, are you there too?"

"Five thousand times, this is considered a success. A drone has returned to the team, but this is luck, and the strategy has not yet been formed."

"It's very possible that by the time the data is processed, the time to apply for the special class will have been missed. But as long as the model can be written out, it won't be a loss."

Chu Jianshu couldn't quite understand what he saw, but Wang Jiancheng, on the other hand, stared at the crazily flashing lines of code and kept explaining:

"I have completed training a thousand times, and the effect is very poor. The success rate is 0%, but it is normal. I estimate that it will take at least a million training times to achieve the initial effect."

"Start now!"

This is such a great honor, no need to elaborate.

Chen Nian nodded slightly and said nothing.

Chen Nian went over and saw that not only Wang Jiancheng was present, but also Chu Jianshu, a professor at NPU who specialized in flight control, whom he had asked for help before.

Hearing Chen Nian's answer, Chu Jianshu's eyes lit up.

On the other side, Chu Jianshu nodded happily after hearing Wang Jiancheng's answer.

As an important project partner, Chen Nian will naturally not miss this significant test.

There is no other reason, the success rate is too low!

The training effect of this model is far weaker than he expected. If this efficiency is maintained, hundreds of millions of training sessions may not be enough.

"We don't need to process it into a continuous function at all. Instead, we should split it into two different models."

Otherwise, although Chen Nian himself could come and go at will, as an ordinary student Wang Jiancheng, no matter how awesome he was, this thing would not be open to him.

Chen Nian couldn't help but feel a little emotional sometimes.

It’s not just that the results don’t meet expectations, it’s that it’s not usable!

If it doesn't meet expectations, you can move closer to the goal through continuous adjustments and optimizations, but if it doesn't work, then it's really useless no matter what you try.

Although Wang Jiancheng is indeed an out-and-out genius in this regard, his guidance and assistance also played an irreplaceable role.

"And currently, the generalization of this task, that is, the difficulty of generalizing the task itself is very difficult, which further increases the requirements for the machine."

"If we continue like this, it would be more cost-effective for us to manually traverse the customized strategy."

Therefore, during this period of time, Chen Nian stayed at NPU to continue his studies.

As an important part of the formation, there is no doubt that UAVs must form a flight formation with manned aircraft, but due to differences in performance, the formation of the formation cannot remain stable forever.

——

Let alone a mixed formation of manned and unmanned aircraft, even a pure manned-machine formation cannot always maintain formation in battle.

So far, the progress has surprised him.

After fully understanding the principles of the convolutional neural network algorithm, the two spent less than three weeks to create the first version of the weak artificial intelligence training model and were ready to start preliminary testing.

"I can't tell. I feel that there should be no big problem with our algorithm, but cold start consumes too many resources."

In this era, if we want to achieve primary artificial intelligence under the current computer computing power, we must also consider the upper limit of the terminal's performance. Is this easier said than done?

He originally thought that things would develop smoothly like this, but he did not expect that the results of the first training of the model gave him a heavy blow.

Talents need to be cultivated. In the process of leveling up, you can give them some help and point the way, but you can never help them defeat the boss.

Thinking of this, Chu Jianshu asked calmly:

"Then what are you going to do now?"

"At least it's better than having no choice. If there is a problem, we have to find a way to solve it. We'll think about it when we get back."

What the hell is that?

Starting over may be the only way.

This kind of thinking is the same as that of high-ranking career elites who continue to apply for jobs naked.

"Professor Chu, we want to borrow a minicomputer tonight! We know how to do it!"

Many geniuses actually died in one or several failures.

"No, it has been changed. This criterion is too rigid. If you only use distance as the criterion, although the success rate is high, at the same time, if it fails, the consequences will be serious."

Looking at Wang Jiancheng's slightly disappointed eyes, Chen Nian continued to ask:

"What about the confusion matrix we talked about last time? Can it be solved?"

This time, I can help them solve the problem through my privileges, but what about next time?

He walked all the way towards the laboratory. After entering, Wang Jiancheng was already waiting there. When he saw him walking in, he immediately stood up and greeted him warmly:

"To us, identifying the target, then turning, and moving is one continuous action, but that's not the case!"

For its own scientific research purposes, wouldn’t it be enough to ask the military to send over some training records of pilots? If not, just let them fly a few times according to the target logic.

Wang Jiancheng looked at the results on the screen with disappointment. At this moment, he felt an indescribable sense of frustration.

Next, Chen Nian plans to continue to study material surface/interface science to further complete and enrich his material science knowledge system.
To be continued...