Chapter 177 Is His Skill Really 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, these things are already yesterday's news. Almost every machine learning researcher at the forefront of academic research has already vaguely 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 0.1 version of the yuzu training architecture 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 found that not only had the opportunity arrived, but the era of artificial intelligence had already arrived at this moment!
Orange Big Model version 0.12 is the product after Fang Yurang Youzi stripped away most of the contents of the Orange Big Model and only retained 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. Its framework ensures overall stability and functionality, while the individual modules are like rooms or partitions within the building, each handling different tasks. Through layer-by-layer transmission and dynamic adjustment, these modules together 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.
With the combination of the Yuzu training architecture and the Orange large model architecture, Yuzu Technology is the standard-bearer for the AI era!
If nothing unexpected happens, this company will surely become a leader in the field of AI in the future.
The worst-case scenario is that they are recruited by the giants at a high price and become their core departments.
As one of the first to join Youzi 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 Yoelz?
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 Jorz 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 useful information, so you cannot skip it.
Sometimes Professor Yorz would directly insert his comments into the other party's emails and make various sarcastic comments.
Something like, "This paragraph is well written, but it needs to be deleted entirely."
"This code you wrote is very O. Henry style."
"Congratulations, you've discovered a new field of science."
"Did you copy your code from Yilin or a reader?"
"It's a very niche idea, but it's totally nonsense."
"Let me see, what kind of garbage have you created for academia?"
"You don't need to encrypt the attachments you sent. I've never seen a locked trash can!"
"It's about entertainment, but not academics."
"After reading this paragraph, 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 you can write this, and it's a mercy that I can see this."
"Looking at the time of your email, I might as well use it to watch two episodes of Zhen Huan Biography."
…
Complaints and sarcasm like these always cause great mental harm to researchers who read the emails unexpectedly.
Including Hua Zecheng, every researcher who communicated with Professor Yoelz several times felt as if they had returned to the days when they were studying for their master's degree and were oppressed by their vicious supervisor.
If your supervisor was not vicious when you were studying for your master's degree, congratulations, you have found one now.
No matter how much people criticize him, Professor Jorz is really good.
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 Yoelz was, he could understand why he wanted to hide his identity.
Wasn’t it that no one knew who Satoshi Nakamoto, the man who proposed blockchain, was for so many years?
"I just finished answering the third question. The three questions you asked later are actually all about overfitting due to too many layers. ResNet is indeed very popular right now, but the Pomelo 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 Joelz, and he doesn't curse.
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 can talk about it when your computer arrives. The company prohibits external computers from connecting to the wifi, so you should 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're Chengzhou's master's student? Who's your advisor? Song Jianguo? You're really lucky to be able to get into Youzi Technology. Study hard here. In three years, Song Jianguo will ask you to come back and give lectures for his doctoral students."
The name of Honor of Kings was originally Heroes of War. In October, it was renamed League of Kings. Less than a month later, it was changed back to Honor of Kings.
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(End of this chapter)
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