I am the only one who practices magic: I practice magic in the city

Chapter 177 Is his skill that strong? (First update)
Most of the time, the public's intuitive feelings and cognition are often misaligned with those of the scientific research community.

For example, in the public's perception, the hottest applications in the past two years are still mobile Internet applications, including taxi-hailing, food delivery, and the sharing economy, while the hottest underlying technology is blockchain.

Currently, most people still focus on algorithms in artificial intelligence.

Countless entrepreneurs, armed with huge amounts of money and technology, are making rapid progress in these fields.

In the scientific research community, the above things are already yesterday's news. Almost every machine learning researcher at the forefront of academic research has already felt that the puzzle pieces of artificial intelligence are almost complete.

Now, all that’s missing may be an opportunity, a blueprint, or a way to put the puzzle pieces together correctly.

Once these things are put together correctly, big bang! It will be like the Big Bang of the universe. Artificial intelligence will quickly sweep the world, faster than any previous industrial revolution!
There is no doubt that Hua Zecheng is a researcher at the forefront of academia.

When he started using the yuzu training architecture version 0.1 to train the small model he had made, he immediately realized that the opportunity had arrived.

And when he saw the Orange Model version 0.12, he discovered that not only had the opportunity arrived, but the era of artificial intelligence had already arrived at this moment!
Version 0.12 of the Orange Big Model is the result of Fang Yurang Youzi stripping away most of the contents of the Orange Big Model, leaving only the basic skeleton.

The so-called large model, in layman's terms, can be understood as a collection of multiple small models with different functions. Some of these small models are good at processing language, some are good at processing images, and some are responsible for decision-making.

These functional modules work together at different levels of the large model to form a highly integrated whole.

The entire large model is like a building. The frame of the large model is like the frame structure of the building, and each small model is the partition of each floor in the building.

A complete large model is like a building, whose frame structure ensures overall stability and functionality, while each small module is like a room or partition in the building, handling different tasks respectively. Through layer-by-layer transmission and dynamic adjustment, these modules jointly realize complex intelligent functions.

The orange model 0.12, which has been stripped down to its skeleton, is equivalent to a building with all its frame structures completed. Although it looks bare to outsiders, insiders can already imagine what the building will look like after it is completed.

Hua Zecheng is an expert among experts.

Yuzu training architecture + Orange large model architecture, Yuzu Technology, which owns these two architectures, is the flag bearer of the AI ​​era!
If nothing unexpected happens, this company will become a leader in the field of AI in the future.

The worst case scenario is that you are recruited by the giants at a huge price and become their core department.

As one of the first to join YUZI Technology, I will become one of the world's top AI experts!

No high-level researcher can resist such temptation.

Hua Zecheng was even more impressed by Professor Joelz and Fang Yu, who was still in college, who developed these two architectures.

The only strange thing is, who is this Professor Yorz?

According to the company's organizational structure, Professor Jorz is the chief scientist of Yuzu Technology.

But no one has seen this person in the company for several days.

This person’s phone number cannot be found in the company’s address book, only an internal corporate email address.

This mysterious and powerful chief scientist can be contacted through email, but Professor Yorz seems to have a bad temper and often curses in emails.

An email may contain several thousand words, but two-thirds of them may be sarcasm and irony, and only one-third is useful.

Moreover, these abusive words are interspersed among the useful information, and you cannot skip it.

Sometimes Professor Yorz would directly insert his comments into the other party’s emails and make various sarcastic comments.

What "This paragraph is well written, but it needs to be deleted entirely."

"You wrote this code in the style of O. Henry."

"Congratulations, you have discovered a new field of science."

"Did you copy your code from Yilin or the reader?"

"It's a very niche idea, but it's totally nonsense." "Let me see, what kind of garbage have you created for the academic world?"

"You don't need to encrypt the attachment you sent. I've never seen a locked trash can!"

"It's about entertainment, but not academics."

"After reading this paragraph as a whole, I think what you wrote should be a novel. Please go to Qidian and publish it."

"This part is well written. Did you write it?"

"Your mind is so empty that it's a miracle that you can write this and it's a mercy that I can see this."

"Look at the time of your email. I might as well use it to watch two episodes of Legend of Zhen Huan."

……

Complaints and sarcasm like these always cause unexpected and great mental harm to the researchers who read the emails.

Including Hua Zecheng, every researcher who communicated with Professor Yoelz several times felt as if they had returned to the days when they were graduate students and were oppressed by their vicious supervisor.

If you had a non-vicious supervisor when you were in graduate school, congratulations, you have found one now.

No matter how much people criticize him, Professor Jorz’s level is really high.

It was so high that Hua Zecheng could hardly believe that there was a person on the other end of the email.

He suspected that this Professor Jorz must be a high-level team.

Although Hua Zecheng didn't know who Professor Yorz was, he could understand the other party's desire to hide his identity.

Didn’t anyone know who Satoshi Nakamoto, the man who proposed blockchain, was for so many years?

"I just finished talking about the third question. The three questions you asked later are actually all about overfitting due to too many layers. ResNet is indeed very popular at the moment, but the yuzu architecture does not require so many training layers."

"Depending on your needs, you can cut off 50% of the convolutional layers and remove one-third of the pooling layers, which should significantly improve the generalization performance of the model and improve the results on the validation set."

"Also, pay attention to the choice of optimizer. Polin has better iterative effect than RMSProp."

Fang Yu took the iPad and looked at it, and quickly gave Hua Zecheng an answer.

The boss is still the best. His technical ability is comparable to Professor Jorz, and he doesn't curse people.

Seeing Hua Zecheng sitting back at his workstation with a look of sudden enlightenment and working non-stop to modify the structure, Liu Wenxiao looked confused.

Is this boss who uses the King Lu Bu skin really that skilled?

"Why are you still standing here?" Hua Zecheng glanced at Liu Wenxiao, "Didn't I tell you to run the BP? Can't you?"

"Oh, by the way, you just got here and don't have a computer yet." Hua Zecheng slapped his forehead, "First, use your own computer to familiarize yourself with the project on GitHub, and then we'll talk about it when your computer arrives. The company prohibits external computers from connecting to the wifi, so use the hotspot first."

Liu Wenxiao nodded awkwardly, turned on his computer and connected to the hotspot, but couldn't help asking Hua Zecheng: "Teacher Hua, was that the boss just now? Is his technology that strong?"

"Strong? Hey!" Hua Zecheng sneered, "You are Chengzhou's master's degree student? Who is your supervisor? Song Jianguo? You are really lucky to be able to enter Youzi Technology. Study hard here. In three years, Song Jianguo will ask you to go back and give lectures for his direct doctoral students."

Honor of Kings was originally called Heroes Wars. In October, it was renamed League of Kings. Less than a month later, it was changed back to Honor of Kings.

I will try to update three times today, please give me your monthly vote first.

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(End of this chapter)