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Mbappé escaped the red card before the lore! Hook down the opponent+revenge kick yellow VAR not changed.

On March 12th, Beijing time, Paris Saint-Germain beat brest 2-1, and Mbappé scored in the 91st minute, but before that, he was almost sent off with a red card!

Mbappé has become the top scorer of the team history in Greater Paris. However, against Bayern in the Champions League, he got nothing, only stopped in the top 16 and missed the big ear cup again. The battle with brest was a good opportunity for Tim to prove himself again. He put on the captain’s armband and performed quite well.

In the 37th minute, Great Paris broke the deadlock on the field, and the goal came from Mbappé’s long-range shot hitting the post, and Sohler shot back into the net. In the 62 nd minute, he didn’t pass it to Messi after stealing in the restricted area, but chose to shoot with his right foot, but unfortunately it was outrageous.

In the 86th minute, when Mbappé was fighting, he hooked Belko Bula from behind, and the latter hugged General Mu’s left leg. Mbappé retaliated and kicked Belko Bula. brest midfielder immediately stood up and theorized, and the two sides clashed!

In the end, the referee on duty presented a yellow card to each of them, and after VAR intervened, there was no revision. However, Tim can get a red card for this retaliatory kick, can’t he?

Five minutes later, Messi went straight to the goal, and Mbappé scored the winner after passing the goalkeeper, becoming a hero in Paris, scoring 40+ goals for four consecutive seasons, ranking first in Ligue 1, which is also the 3000th goal in the top league in team history.

Terzic: After losing to Chelsea, Dortmund criticized himself and wanted to win the Ruhr Derby with all his strength.

Live broadcast on March 11 th, Beijing time on Sunday morning, Dortmund will usher in the Ruhr Derby against Schalke. In an interview before the game, Dortmund coach Terzic talked about the game.

Terzic said: "Derby always comes at the right time. Not only are we looking forward to it, but the whole Ruhr area is looking forward to it. This is a regular game, but the atmosphere and intensity of the game are different. It is meaningless to look at the league rankings of the two teams. Schalke’s performance is very good and he will try to put pressure on us. "

"After being eliminated by Chelsea, we were disappointed. We criticized ourselves and now we are very eager to win. There are still 14 games this season, including 11 Bundesliga games and 3 cup games. We hope to win in these 14 games. "

This is Alai’s first time to participate in the Ruhr Derby, and Terzic said: "This is the competition they want to participate in. When they join Dortmund, they want to participate in such a competition. This is a very special game. When the football game is defined with a new name, you will know the importance of the game. After defeating Leipzig last week, the fans asked us to win the derby, and we don’t want to live up to their expectations. "

9.3.2 Another computing machine 2

This book regards the conceived language machine as the latest development of language media system tools, and language machines can also be analyzed and compared in the history of computing machines.

When Turing conceived the Turing machine, he began by observing the process of people’s calculation on paper with pens. The Turing machine device conceived was used to simulate the behavior of human beings in the calculation process. Turing machine models calculation problems by establishing rules about symbols, internal states, and how input and state determine output. Simply put, given the input, Turing machine can output regularly. The idea of Turing machine is more from the machine, which is reflected in the fact that the atomic operation of Turing machine is based on a character: reading a character, making judgment and processing, and the output is only a character or no output. This is unnatural to understand from a human perspective. The object of concern in manual calculation operation is various expressions, which may be a single symbol only under certain circumstances. In this book, we regard calculation as equivalence in expression-substitution as a calculation operation. In an abstract sense, Turing machine’s output from input to rule can also be regarded as a replacement operation. Only the substitution of a single symbol is not a human computing behavior pattern. The effect is the same problem, usually Turing machine needs to establish more rules.

As mentioned earlier, Turing machine is equivalent to Chomsky’s type 2 grammar. The basis of Chomsky’s grammar theory, such as production rules, is also a substitution operation in nature. Chomsky’s grammar theory forms the grammatical basis of modern programming languages. A few months before Turing submitted his paper, the American mathematician alonzo church (June, 1903–August, 1995) submitted his paper "Explanation on Deterministic Problems", which also proved that there was no solution to the deterministic problems. Qiu Qi’s argument is based on Lambda calculus. Qiu Qi’s Lambda calculus is equivalent to Turing machine’s computing power. By studying the theory of Lambda calculus, we can find that the operation of calculus is obviously embodied in recursive symbol replacement. Through more investigation of the history of computing machines, other computing machine models based on similar replacement operation designs can be found. Turing machine thought does not explain where the rules from input to output come from, which is regarded as open. Church’s Lambda calculus theory, Chomsky grammar theory and other theories and models are also considered from a specific technical point of view. In this book, calculation is not studied as an independent topic, but in the context of the use of symbols. The replacement rules on which calculation is based can be classified as equivalence relations in knowledge or facts, including existing equivalence relations and potentially derivable equivalence relations. The background on which this book is based enables machines to be used as tools for language media systems.

Modern computer is an engineering realization of turing machine, and turing machine is not only realized by modern computer. The processing of modern computers is ultimately decomposed into arithmetic and logical calculations. Turing machine theory itself has no such requirement, which is only determined by the technical route. The consistency of binary system and its calculation in symbol and physics has brought modern computers. In the concept of language machine, the process based on substitution-transformation can have special advantages in terms of the efficiency of calculation execution. Because it can operate directly on any level of expression, it reduces the process of decomposition back to atomic operation. A substitution-transformation operation in expression corresponds to many times of atomic arithmetic, logical calculation operations and corresponding internal communication of modern computers, and theoretically, the consumption of space and time will be smaller.

Using the present computer, it is possible to simulate the ability to perform substitution-transformation operations at the expression level, or to package a programming language based on substitution-transformation operations. For the goal of language machine, these schemes have only limited verification significance. First of all, this brings some kind of cycle: virtual replacement-conversion operation based on logical and arithmetic calculation, and logical and mathematical calculation based on replacement-conversion operation. Conceptually, this book thinks that substitution-transformation is a more basic operation than logical and arithmetic calculation. Secondly, it sacrifices the possible efficiency advantages of language machines. The conception, design and implementation of language machine may draw lessons from some current computer technologies, and the overall use mode is difficult to be compared with the use of von Neumann machine. It can be predicted that the language machine will be realized, and its ability will not exceed that of a universal Turing machine, which does not constitute a key evaluation of the language machine. What the language machine pursues is the effects that can be brought by the new man-machine collaboration, which are first of all for people.

If the language machine is finally realizable, will it be dedicated or can it be used as a new universal machine? It is too early to think about such a problem now. It can be seen that the discussion in this book is basically limited to the scope of theoretical knowledge. By comparison, the application of computers is mainly in the fields of technology and engineering. In the problem solving in these fields, many problems are not typical calculation problems; Empirical rules are equally important for solving all kinds of problems, and they are not all deducible from theory. This book is to understand the language machine from the perspective of language tools, and to support people’s use of symbols is always the first. On the other hand, once the machine shows some potential, people will try to maximize the potential of the machine, which is easier to carry out and may be counterproductive to the goal of using human-oriented symbols by the machine.

In application, the depth of language mechanism and content of language machine is related to the problems considered by artificial intelligence at present, so the two can also be compared. Fundamentally, their ideological starting points are different. The primary goal of language machine is to replace tools such as paper, pen, ink and computer to support the construction and use of human language and realize more effective use of human language with the help of tools. Contemporary artificial intelligence generally uses machines to simulate the intellectual behavior of the human brain, so that more jobs that were originally done by people can be replaced by machines. This book regards human intelligence as developing or expanding with the use of symbols, rather than a roughly fixed model that can be imitated and replaced by machines.

While better cooperating with the use of symbols by human beings, the knowledge possessed by human beings and machines can be more and more similar, and the knowledge possessed by machines can exceed the capacity of any human individual; In the past, more and more symbolic regular operations performed by people can be performed by machines, and they are more efficient; At this point, it is no problem to say that the behavior shown by the machine is intelligent. Let’s look at a concrete example, the relationship between category and instance. A is a category, and X is an example under the category. We say that X belongs to A, and the word "belonging" can be understood by interpretation. It is doubtful whether the understanding formed by this explanation is really effective, and it is impossible for us to explain the machine like this. Now, we can realize such a mechanism: X is an example under category A, which contains any proposition of A. You can replace A with X, and the proposition still holds. This substitutable relationship can be actually implemented by the machine in a specific context. From the operational sense, the language machine shows that it has understood that "X is an example under category A". Machines don’t understand whether symbolic units have meaning or not, just like people do. On the other hand, an important sign of understanding is to know how to operate symbols.

A popular view is that modern computers are good at dealing with structured and regular knowledge, but they are not good at dealing with unstructured and open knowledge, such as common sense. With the development of machines in the latter direction, we can understand and imitate human intelligence more. First of all, this book does not think that a perfect understanding of structured rule knowledge has been established, and this theory has been disintegrated in machine application. Modern computers began with computing as an independent theme. To this end, this book has established its own theory, the core point is: knowledge is expressed based on equivalence relation, and calculation is based on equivalence relation. On this basis, we discuss how to build knowledge in the machine, thus making the machine have deduction ability. What is important is the structured and regular knowledge, which corresponds to the expansion of human intelligence and cognition by symbols. From the perspective of the division of labor between machines and humans, it is a reasonable way to improve or innovate tools to enhance this expansion.

The emphasis on common sense makes natural language a core theme of artificial intelligence. Through the establishment of a complex language model and statistical calculation on a large number of corpus, the machine also shows a certain language processing ability. From the economic point of view, these advances can be of great value. Most white-collar jobs are fixed jobs and do not need real creativity. It is possible that these processes are close to some parts of human intelligence, but this will not be the core part. The deductive ability of a language machine, ideally, can calculate all possible conclusions from the currently known theories and facts. This ability is the part of human intelligence expanded by symbols. This book only re-understands and realizes this part of intelligence as a more general way.

When the system we build shows that we can name, define, form new cognition and express, and ask questions, we can probably say that it is close to the core of human intelligence. This may require more systematic research, and a continuous understanding from perceptual experience to symbol system and from natural language to abstract symbol system can be established before we can find out whether there are some forms of intelligence that always depend on it. This book is more concerned about whether we can develop new forms and ways of using symbols, so that human beings can use symbols more efficiently.

AIGC exploded, and the demand for AI servers in Ningchang was soaring.

With the countdown to the release of Baidu Wenxin, AIGC is bound to detonate the technology circle again. Li Yanhong, founder and chairman of Baidu, said in an internal letter after the release of the financial report: "AI technology has developed to a critical point, and all walks of life are inevitably changed. The China AI market is about to usher in explosive demand growth."

If 2022 is the first year of AIGC, then 2023 will usher in the outbreak of AIGC, and the enthusiasm for AI applications such as ChatGPT of OpenAI, Wen Xinyi of Baidu, and Yuyan of Netease Fuxi’s Chinese pre-training model will inevitably lead to a new round of fanatical demand for AI computing power.

Zhao Lei, vice president and CTO of domestic server manufacturer Ning Chang, pointed out that as far as ChatGPT is concerned, TB-level computing training library or even P-Flops computing power is needed. "There is no such thing as ChatGPT, and artificial intelligence computing power is never enough." Zhao Lei admits that the AI industry will need at least 100 times more computing power in the next 5 to 10 years.

At present, under the trend of digital transformation, enterprises’ demand for computing power is increasing, and there are many uncertainties in the development of the industry. What enterprises need more is computing power that can face increasingly complex application scenarios and balance the current business needs and future development needs.

As an AI computing expert, Ningchang provides computing solutions for users through its own technical capabilities and product solutions. Ningchang product series has covered all products such as artificial intelligence server, general server, edge server and multi-node server, meeting the needs of different scenarios and realizing flexible customized configuration. In addition, based on the existing industry energy-saving pain points, Ningchang provides traditional air cooling, cold plate liquid cooling and immersion liquid cooling and other multi-scenario cooling methods. Taking a computer room with a total load of 10MW as an example, Ningchang liquid cooling scheme can help users save 15.8 million yuan in electricity bills every year.

Go their separate ways after three months? Meme teamed up with the 300th assists of the king’s career.

After cleaning icardi and Sarabia, Paris’ goals this season depend entirely on NMM Trident. Now that Neymar has been reimbursed for the serious injury season, Paris can only rely entirely on Messi and Mbappé. In the face of Bayern, the overall strength of Paris is obviously insufficient, and Messi and Mbappé failed to create miracles. When facing brest tonight, the familiar Meme’s flirtation appeared on the pitch again. Thanks to the excellent performances of Messi and Mbappé, Paris won a 2-1 away game.

The first goal in Paris belongs to Sohler, but the real heroes are Messi and Mbappé. Paris’s conventional offensive means can’t break Brest’s iron drum array. The key to breaking the game is the two superstars on the front line. Messi made a breakthrough on the right. After attracting many people to defend, he sent the ball to the top of the arc in the penalty area, and Mbappé was in a defensive vacuum. Mbappé’s subsequent long-range shot, though at a positive angle, was surprisingly powerful. Bizot managed to save the ball and finally got rid of it, which led to Sohler’s follow-up shot.

After the Paris defence unexpectedly gave gifts again, Meme made a pass to help the French leader score the winning goal in the 90th minute. This goal stands out as a clean one. When receiving a direct pass from the backcourt, Messi shook his left ankle slightly on the right side of the midfield, while Mbappé pressed the offside line in the middle to start the sprint. When Mbappé got the ball, he didn’t have any defenders around him, only the goalkeeper Bizot was left in front of him. Mbappé easily broke through Bizot with a vertical acceleration, and the Frenchman then pushed the ball into the empty net. In a flash, Messi and Mbappé decided the trend of the whole game.

This goal is the 3000th goal of Paris in the top league. This assist is the 300th in Messi’s career. He assisted 269 times in Paris and 29 times in Paris. In the five major leagues this season, Messi has assisted 13 times, and he beat Braune to lead Europe. This goal is Mbappé’s 40th goal in the club and national team this season. Mbappé has scored 40+ goals in four seasons, and he is the first French player to do this in five major leagues. Mbappé scored 138 French goals for Paris, tied with cavani for the first place in history, and tied Lille striker David with 19 goals in the French top scorer list.

After nearly two years of cooperation, Messi and Mbappé obviously have a better understanding. However, judging from the current situation, the probability of disintegration of NMM Trident in Paris after three months is quite high. Messi’s contract is about to expire, and at present he prefers not to renew it. Mbappé and Real Madrid had an affair again, and Neymar was pushed into the transfer market for the nth time. This group of tridents, which had high hopes, failed to achieve the expected success because of the top-heaviness in the Paris lineup. Paris missed the quarter-finals of the Champions League for two consecutive seasons, and this transcript is not a pass anyway.

Build a "national minority" for Tianjin in ten years

On the court, the dream-chasing football teenager showed his style with flexible dribbling, sharp breakthrough, powerful assists, wonderful shooting and persistent defense. Think about how happy children are now to be able to play in such a professional venue-even if they lose the ball in the game, the coaches on the sidelines are actively encouraging them … In recent seven years, Tianjin Football Association has focused on youth training, which has achieved increasing results.

A few days ago, the 2022 Tianjin Youth Football Top 100 "Stars of Hope" Awards Conference hosted by the Municipal Sports Bureau and hosted by the Municipal Football Association was held in the lecture hall of the Municipal Sports Bureau. This is the seventh consecutive year that Tianjin has organized the "Stars of Hope" selection activities.

In the selection and testing of "Stars of Hope" in 2022, the Municipal Football Association selected 167 people to participate in the selection according to the performance of municipal youth football matches throughout the year, and finally selected 100 "Stars of Hope" in the year through physical special tests and group competition tests.

"Star of Hope" has set a benchmark and an example for football teenagers in Jinmen and inspired many teenagers to dream of greenery. Through the selection of "Star of Hope", a football youth training system with Tianjin characteristics has been formed, which has further promoted the training of Tianjin youth football reserve talents, laid a solid foundation for the development of Tianjin football youth training, and inspired all sectors of society to pay more attention to and support Tianjin football youth training.

Since 2016, Tianjin has held 7,692 youth competitions, with a total of 54,801 participants and 4,434 teams. In the past seven years, a total of 700 players have emerged as the "promising stars" of Tianjin youth football. Starting from 2017, the Municipal Sports Bureau and the Municipal Football Association will also select the "Star of Hope" team to go to Spain, Serbia, Brazil and other football countries to carry out training competitions and exchange studies, feel the football atmosphere, receive on-site guidance, encourage young players to strive to improve their technical and tactical level, and enhance their determination and confidence to strive for Tianjin football.

Although Tianjin has been changed into a city of volleyball, we are delighted to see that Tianjin Football Youth Training has not been depressed, but the system has been continuously improved and developed, which has consolidated a strong population base of Tianjin mass football. More and more rich events make the coverage of local youth football increase, the competition system improve and the competition level improve. Maybe in the near future, we can really get out of a few young players with national prefixes.

These seven years are seven years in which the staff of Tianjin Football Association have worked overtime and worked hard. It is a 7-year joint struggle of Tianjin Football Associations at all levels and districts; It has been seven years of joint popularization and promotion by schools, parents, coaches and other enthusiastic football professionals. These seven years are also seven years of self-dedication of many retired footballers Do not forget your initiative mind. It is the joint efforts of friends from all sides that have promoted the development of Tianjin youth football training in a professional, high-level and deep-seated direction, and vigorously cultivated many excellent reserve football forces.

Chong Yong, vice chairman of Tianjin Football Association, thanked all the friends who loved football and contributed their strength. He told Xibaile Football that with the support of the leaders of the Municipal Sports Bureau, Tianjin Football Association will intensify its efforts this year to make every holiday and weekend a stage for amateur mass football, and strive to set several representative youth training echelons as benchmarks to inspire everyone to make persistent efforts.

He believes that it is equally important, and even more important in a sense, to popularize the youth football population while doing a good job in cultivating football elites. "So we should focus on the cultivation of competitive elites and popularize the football population at the same time, which is the long-term solution for the cultivation of football talents."

Miguel has made an appointment with all the teams in Tianjin.

[Year-round Games] Every Saturday from 2 pm to 4 pm

Nine-player system

[Cost] AA system with referee

[April 22nd] 5Monthly simultaneous reservation

In the years of development, Tianjin Football Association regards improving players’ skills, grasping basic skills training as the "top priority", and taking "practicing all-round skills, practicing all-round skills, and practicing skills in running and confrontation" as its team training purpose, and constantly improving players’ development concepts, competition concepts, training concepts and coaching concepts. By hosting various football matches, Tianjin Football Association is committed to popularizing football, promoting scientific and healthy football development concepts, promoting the establishment and development of grass-roots football social organizations, and expanding the football population through matches. Nowadays, echelons of all ages have performed well.

"It’s very nice here. The coach is very professional and the venue conditions are good. The supporting guarantee during children’s training is also very well done. " Xiao Pang has been one of the top 100 teenagers for years, and his father is particularly proud. As a participant and witness of Tianjin youth training, he told Xibaile football reporters that he especially supported the Football Association in promoting teaching by competition, promoting learning by competition, creating a training atmosphere combining theory with practice, and promoting the integration of training and competition, and the children all benefited a lot.

Xiao Guo was elected for the first time this year. He said that he could wake up happily in his dreams. His parents agree with Pang’s point of view. He said that during the training and competition, he saw many small players around him improve their technical and tactical level and gain their own breakthroughs and progress.

Yang Cheng, Bo Yue, Bo De … The future football youth training in Tianjin can be expected. Wait, the future u20, Tianjin doll will take the lead.

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Comparing the four virtual human companies, who do you choose?

The application of virtual human technology is more and more extensive and mature. Microsoft Xiao Bing, Iflytek, Silicon-based Intelligence and Fengping Intelligence are all highly influential companies in the field of virtual human. Let’s take a look at the outstanding advantages of the four virtual human companies!

Comparison of technical strength and popularity: Microsoft Xiao Bing and Iflytek are leading artificial intelligence companies at home and abroad. They have deep technical accumulation in natural language processing and speech recognition, and have the leading technical strength in the world.

Xiao Bing, as a digital employee, is loved by many users, and also highly praised in the industry, such as the digital employee "Cui Xiaopan".

Iflytek has excellent technical strength in the fields of speech synthesis and speech recognition, and its developed virtual human images, such as the host of the World Artificial Intelligence Conference and the virtual "Wang Bingbing" of the Winter Olympics, are also very popular.

Comparison of application scope: Silicon-based intelligence and leveling intelligence are better in the application scope of virtual human technology. The virtual human applications of silicon-based intelligence and Pingping intelligence have covered many fields such as education, medical care, advertising and e-commerce. In the field of education, virtual people can be used for online education counseling, curriculum promotion, etc. In the medical field, it can be applied to health consultation, medical diagnosis and so on.

Comparison of making and customizing digital people;Silicon-based intelligence and Pingping intelligence have a large number of digital people libraries, which can select digital people with different images to appear in the camera, and can be driven by text and voice. It is also relatively simple to customize digital people’s images. Providing real-life videos can generate digital avatars through modeling.

Price comparison: In terms of price, compared with silicon-based intelligence, Iflytek and Microsoft Xiao Bing, Fengping Intelligence is more affordable and can provide faster digital human production services. Because of its technological innovation and high production efficiency of digital people, Fengping Intelligent can reduce the production cost, introduce a more affordable price scheme and attract more customers.

Generally speaking, Microsoft Xiao Bing and Iflytek have higher technical strength and popularity, while silicon-based intelligence and Pingping intelligence are superior in the application scope of virtual human, and the price of Pingping intelligence is lower. When choosing a virtual human production company, you can choose a company that suits you according to your own needs and budget.

TA: Benzema is in poor physical condition this season because he has participated in more competitions.

Live broadcast on March 10 th According to The Athletic, Benzema’s physical condition has been very bad because he participated in more competitions this season.

When Ancelotti and his coaching team coached Real Madrid in 2021, they noticed that Benzema’s training state was different from that when he coached Real Madrid before. The 35-year-old player has been plagued by injuries since last December, and Benzema also missed FIFA World Cup Qatar 2022 because of a hip injury.

Javier Atalaya, who has worked with Benzema for eight years, compared the player to a bull. He told The Athletic that Benzema’s physical condition has been very bad because he has participated in more competitions this season. In addition to the League, the King’s Cup and the Champions League, Real Madrid also participated in the World Club Cup and the European Super Cup this season. Despite the injury problem, the team still thinks that his strength is equivalent to that of last season. So far this season, Benzema has averaged 4.4 shots per game, which is the highest since the 2015/16 season, while his average expected goal in Spain is 0.58, which is also the highest since the expected goal statistics.

Benzema, on the other hand, performed well both on and off the court. Atalaya said that unless Real Madrid had a game in the middle of the week, Benzema trained with him for two days a week for an hour of extreme training, which was equivalent to five hours of regular training. He believes that Benzema and Carlo Ancelotti will arrange the players’ game time, and Carlo Ancelotti will not risk the recovery time of the injured.

The source said: "Benzema is very independent, which is why he has extra training with his trusted physiotherapist and physical fitness coach outside the Real Madrid training base. The players are very focused on the match between Real Madrid and Europe. "

Although the player’s contract will expire this summer, he has not discussed the future with other clubs. They will play Liverpool at 4 am on March 16th, Beijing time, and he will prove the doubters wrong in the game.

China Information Technology (08178.HK and Autostereoscopic 3D signed a memorandum of understanding on cooperation.

The above objectives will be achieved by the following activities: (i) The company will provide the company’s proprietary AI technology and supporting technologies integrated with the 3DT value chain; (ii) 3DT will provide 3DT’s proprietary 3D stereo technology, which will be integrated with the company’s AI solution; And (iii) the company and 3DT will work together to combine their respective technologies and products in a way and method (subject to further agreement).