Salted Fish’s Self-help Strategy

Zhou Minxi thought for a long time, and finally raised a high-quality question: "Ligger, why do you say that Google does not act as an agent for games? Google provides so many services. Isn't it invincible to act as an agent for games? At least it is bigger than the sky. Are penguins much better?"

Chu Yuanxi immediately clapped his hands: "This question is very good. If Google is willing to act as an agent for "Troubled Times", all of our problems will be solved. Monica, answer this question!"

"Anti-monopoly law." Monica spit out four words gently, "Understand the Western law, you can also ask Facebook for the same questions. The sky does not split the penguin, which is definitely a strange flower in the eyes of Westerners."

Zhou Minxi nodded seemingly, and looked up, he had walked to the main venue.

Today’s summit is divided into main venues and sub-venues. At the main venue, the cadres of Google Greater China will take turns to take the stage. Starting from the Tianchao game company going overseas, talking about the revenue growth of the Tianchao company on Googlepy, and talking about each game development life cycle The challenges that may be encountered at this stage, talk about the differences between popular game categories at home and abroad, and the talk is very professional, and the listeners are sleepy.

Chu Yuanxi is no exception, this is all the homework that Tianchao's overseas company must do. So he decided to let Monica stay to listen to the class and take notes, and he went to the branch hall to talk about it.

The reason for coming with great interest, Chu Yuanxi's purpose is to cover porcelain, to match porcelain with the people who are really in charge of Google, and then to try to get Google's computing power.

Doesn't he want to promote "Troubled Times" to Europe and America? I want to make money in my dreams. The problem is that other people’s games can go to the sea happily, as long as you ask for it The translation is done, and the translation work is mainly UI, even if there is a plot, it is easy to translate. However, "Out of the Mountains" has been tested by two regions in East Asia, and it is really not good.

What's worse, Chu Yuanxi and colleagues from Ba Ren Game studied behind closed doors, and even using foreign languages ​​to train Xue Ming's AI was not good.

This question was raised by Yang Jiangang during his busy schedule. That is the rhythm of the game and the construction of the game. The most suitable content is the network of Tianchao. It is replaced in English for training, even if you obtain sufficient English authorization, Train out to ensure that the taste changes.

The martial arts of the celestial dynasty fell under the cliff and got the magical skills taught by the masters. In Marvel, he was bitten by a spider and mutated. It is very possible that the trained things cannot fit into the existing game architecture.

Chu Yuanxi also thought that no matter whether it is popular or orthodox in Europe and America, there are very few similar ones, and this kind of sexual development has not been popular for so many years.

Many AI semantic training projects can be trained directly by pulling the web page, because the output results do not require a specific use environment, but the game is different, the game has to be felt, and the things trained casually do not feel. The establishment of the mobile game "Unwinding" is based on this feeling of online text, so that the AI ​​plot and the game content can be seamlessly connected, the effect of changing a set of training materials, and the effect of blind Jaguar translation, which is worse? Not necessarily.

So getting the AI ​​for real-time translation is the most direct way, so the problem comes back to Xue Mingna.

Then Xue Ming gave a rude solution for the Western market, that is, don't need real-time translation of AI, turn all the hundreds of thousands of networks he used to train AI into English, and then use the English version to train.

This is equivalent to splitting one problem into two. The latter problem does not require any new workload, while the former problem is targeted to solve the problem of promotion in English-speaking countries. There is no need to consider translation into multiple languages ​​or universality. It only needs to be solved for "The single problem, so it becomes very direct.

This has become the simplest problem of machine translation. A copy of several million words, hundreds of thousands, is nothing more than a trillion words. As long as there are excellent translation algorithms and supporting computing power for translation, not a problem!

The problem is that there is no suitable algorithm and computing power.

Among the more commonly used models for understanding natural semantics, Baidu's ERNIE is suitable for Chinese tasks, and Google's BERT2.0 is available in both Chinese and English, but the main innovations are pre-training. The understanding of the semantic meaning of long sentences is okay, but the translation is neither friendly nor accurate, especially the cloze ability is relatively average, even worse than Baidu.

What Xue Ming wants is translation, which is much higher than that of translating ordinary text. The translation power of BERT2.0 is barely enough to translate ordinary text, and translation is useless at all.

Therefore, OpenAI's GPT-2 is the most suitable, even the castrated GPT-2.

So the problem turned to a large circle and returned to the problem of training the GPT-2 model at the beginning ~ www.wuxiaspot.com ~ Google's TPU cloud resources are the most suitable, and the next best option is some domestic private clouds.

This problem must be solved, otherwise, if the original translation level is still the original level, after the practice of the island country and the universe, the ceiling of the overseas operation of "Troubled Times" mobile game is too low, forcibly reducing the height by more than half, it is simply unbearable.

So today, Chu Yuanxi must come to Google for an opportunity. The domestic private cloud is really hard to describe. It may be necessary to apply for computing power from Zhongshuguang or Jiangnan Computing, which makes people bald in trouble.

So, will Google do what people want?

Chu Yuanxi took Zhou Minxi out for a stroll, and told Zhou Minxi the hemp. Zhou Minxi said, "That's Google!"

Then she fell into a state of deep confusion. No matter how awesome the Ba people are, it is still a small fish, even in the heavens, they are all small fish and shrimps, and Google is the number one company on this planet. "Ligger, how do you want this computing power? Do you rely on your handsome appearance?"

"It depends not only on the handsome appearance, but also on the graceful dress." Chu Yuanxi smiled pretendingly, and stretched the left and right corners of the plaid shirt with her very angry hands. "You Liger, I have a secret weapon. of."

While they were talking, they had already walked to the corner of the branch hall, where there were no people, and even the noisy voices in the hall had become quieter.

"What secret weapon? Could it be..." Zhou Minxi looked around. There were not many people nearby, and his mind was suddenly quite messy. He said that Monica would take me out alone, and to such a remote place. Could it be that the secret weapon that Chu Yuanxi prepared was to make me...

"Guess what?" Chu Yuanxi blinked narrowly, and Zhou Minxi opened his mouth, tentatively saying, "Yes, beauty?"