Xueba's computing system

Chapter 40: Low system with low people

If God gave Lin Yuan another chance, he would do that to that girl... um, that's not right.

He will definitely use the most common application of AI in the social field - WeChat's "speech to text" function.

Although the voice message sent by Xia Ye was only two seconds long, it only had two words in total - good night. If the modal particle at the end was also counted, it would barely be three words - good night, oh!

But words obviously cannot express the emotions and mood of the speaker at that time.

The two words "Xia Ye" are full of affection, and contain the youthfulness of a rookie at this age, and even have some maternal radiance.

So when Lin Yuan looked at his bed, it seemed as if Xia Ye was lying there, lifting a corner of the blanket, smiling and saying to him softly, "You've been working too late, come and sleep in your sister's arms."

Pa~~, Lin Yuan slapped himself.

'Am I crazy?'

But after tossing and turning in bed for an hour without falling asleep, Lin Yuan turned on the light and sat up.

He sat on the edge of the bed with only a small desk lamp on.

His shadow was reflected in the dark window.

A minute passed...

Three minutes passed...

Ten minutes passed...

"I am indeed a vulgar person." Lin Yuan used the window as a mirror in the middle of the night, thinking silently for ten minutes, and then he uttered these words.

[System, since you can guide me in my studies and improve my learning ability, can you please transform my character?]

Lin Yuan scratched his hair with both hands in pain, then lowered his head weakly.

[I know it's perverted to fantasize about a girl in the middle of the night just because she said a few simple greetings. But... my mind can't stop thinking about it. Is there something wrong with me?]

[Am I the lowest cheater in history? ]

[What I think about every day is not saving the world, but managing my own little piece of land. I just want to have a good job and find a beautiful wife.]

.

.

[Okay, I admit it. I just wanted to have sex with her. I'm shameless...]

Lin Yuan did not expect the system to respond to him, because he could only speak to the system. Speaking to the system was like talking to another self.

[However, your system is also quite low. ]

[There is no system like yours. This doesn’t work, and that doesn’t work.]

[I feel that anyone with a bachelor's degree or below cannot handle this broken system of yours. ]

[I can't even use your computing power to mine. Can't you just post some tasks, like, for example, running 400 meters, and reward me with 10,000P computing power.]

[You're staring at my life essence to exchange for computing power, you must be doing it on purpose. Let me know that you can't have your cake and eat it too? If I convert the original life essence, and convert it more violently, will I be a eunuch in the future? ]

[This is not a system, it's just a carrot hanging in front of me.]

.

.

[Forget it, a low-level system deserves a low-level person. Let’s not look down on each other.]

After a lot of self-complaint, Lin Yuan finally reconciled with himself. Since he couldn't sleep, he didn't want to sleep.

Lin Yuan planned to deploy the modified algorithm to the company's virtual machine for testing overnight.

He was busy all night to deal with the impact of abnormal situations like the Jiufen Sweet Milk Tea Shop on the algorithm. The method of handling it is not complicated - just delete it.

Deleting these abnormal data is not as simple as deleting a file on the computer. Instead, the collected data needs to be filtered.

To put it more professionally, it is necessary to add a filter to data preprocessing.

If the data fed into the AI model training is compared to sand, then this filter is a sieve, and its function is to sift out large stones like Jiufen Sweet Milk Tea Shop.

The irrational data fluctuations of Jiufen Sweet Milk Tea Shop caused by Xia Ye going to work at 7 o'clock should obviously not be used as training data for AI. It's not that AI can't use this kind of data for training, but the cost issue needs to be considered. In other words, the computing power issue needs to be considered.

The computing power and energy efficiency required to fit such weird data are obviously not cost-effective.

The consumption of computing power is not linear, and there is a concept of marginal benefits.

In short, the data of 9-Minute Sweet Milk Tea is a "thorn". Considering the limited computing power of the computing system at present, the reasonable approach is to ignore this kind of thorn for the time being.

This is also the reason why Lin Yuan criticized the system just now.

The only way for this system to obtain stable computing power is to decompose the few milliliters of DNA that Lin Yuan himself produces periodically.

When he thought of this, Lin Yuan felt a subconscious pain in his waist.

Therefore, it is not unfair for the computing power system to be awarded the title of “the lowest system”.

Lin Yuan even thought, [Why don’t you just erase the word “system” on your own panel. ]

Complaints can be made, but work still needs to be done.

As the computing power of the computing system became increasingly stretched, Lin Yuan had to find another way.

It's not like he hasn't thought about using real-world computing equipment to completely replace the computing system. You're so arrogant, I won't serve you.

However, after trying it with the company's A100 computing power card, he found that the difference between computing power cards and computing power systems in the real world is far more than just the "computing power exchange rate" factor.

In other words, the computing power exchange rate just has an "exchange rate" in its name. This exchange rate is reflected in the comparison of computing power consumption between the system and the actual computing power equipment when doing the same amount of work.

For example, if Xiao A needs ten minutes to do the same amount of work, Xiao B only needs one minute. Then the efficiency exchange rate between Xiao A and Xiao B is 1:10. But this is based on the premise that Xiao A and Xiao B can both do this thing.

What if Xiao A can't do this? Then there is no comparison. Because Xiao A can't finish it at all. In theory, the work efficiency exchange rate of the two is 1:infinity.

Compare to the AI model level.

That is, if there is no computing power system to assist, if you encounter problems at the model building level, then don’t expect the actual computing power equipment to correct them. The training process is like a greedy snake without eyes, running around everywhere.

The errors in the training output fluctuated, and finally the entire training fell into a state of shock, just like the A-share market when it was slightly disturbed.

Fortunately, Lin Yuan still thought of a solution - separation of duties.

He separated the pure computing work and handed it over to the actual computing equipment for calculation. When encountering a stuck point, he threw the intermediate state model back to the computing system.

The main focus is on one thing: the computing power system will take on the tough tasks, while the actual computing power equipment will play a favorable game.

This also allowed Lin Yuan to enhance his understanding of computing power systems.

[Other people's systems are responsible for the work, and the host only needs to pretend. And you, my friend, you are always testing my ability to apply what I have learned from you.]
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Unlike Lin Yuan whose thoughts were sparking, Xia Ye on the other side was sleeping soundly listening to the sounds of wind, rain and trees.

Under the dim light of the air conditioner indicator light in the small room, Xia Ye had a slight smile on his face, with a long line of saliva hanging from the corner of his mouth.

But this small bed for two people is obviously too crowded.

(End of this chapter)