24 Lexus RX350 models have a dynamic and sporty feel

Tianjin Port Free Trade Zone Bangyu International Commitment 1. All models sold by the company are directly interfaced from abroad, and the first-hand sources of goods are put on the market after strict inspection by the customs, and can be registered nationwide 2. The company sells all models. The procedures (close the ticket, commercial inspection form, consistency certificate, environmental protection list, purchase tax application form, electronic information form) are complete and enjoy the three-guarantee policy 3. Foreign customers pick up the car for free. The company will handle the national networking temporary pass for you. 4. The company provides insurance, staging, licensing, modification, car delivery and other car purchase follow-up services. Please contact the dealer for details at the bottom of the article.] Manager Liu: 18002126567 "Same WeChat"

The new 24 parallel import 350 in addition to having a dynamic appearance, in the interior of the vehicle also reflects a strong enough sense of movement, the car not only has the latest style of sports, multi-function steering wheel, but also equipped with floating type central control screen and the latest LCD meters, and full of sports vehicle interior color scheme and the latest style of multi-function steering wheel, have left a deep impressionManager Liu: 18002126567 WeChat

The new 24 parallel import RX350 comes standard with an 8.0-inch touchscreen or an optional 12.3-inch touchscreen suspended above the central instrument panel. Considering its position at the top of the dashboard, the screen is still a bit difficult for the driver to reach, but it is very easy for the passenger to operate. Manager Liu: 18002126567 WeChat

The new 24 parallel imported Lexus RX350 technology systems include: automatic anti-glare rearview mirrors, rear privacy glass, welcome lights, heated multi-function mahogany steering wheel, LEXUS premium audio with 12 speakers, destination auxiliary connection, embedded traffic weather information and map updates, LEXUS navigation, CarPlay, 12.3-inch display, remote control start.Manager Liu: 18002126567 WeChat

The new 24 parallel imported Lexus RX350 is equipped with a 2.4T V4 engine, with a maximum output power of 216kW (294PS), a peak torque of 357N · m, and a transmission matching 8AT gearbox. Since the new generation RX has not launched the RX350 model in China, the RX350 will be introduced from parallel imports. Manager Liu: 18002126567 WeChat

The new 24 parallel imported Lexus RX350 is equipped with: 5-seat, 2.4T, 4-cylinder, 8-speed automatic transmission, all-wheel drive, 21-wheel Y-wheel hub, luxury package Luxury Package (panoramic sunroof, heated and ventilated front seats, driver’s seat memory system, wireless charger, easy to use electric driver seat, heated veneer steering wheel, ambient light, multi-zone air conditioning, heated and ventilated second-row seats, 14-inch high definition touch screen display, interior panel metal decoration)Manager Liu: 18002126567 WeChat

Tianjin Bangyu Automobile International Trade Co., Ltd. is a company that sells Mercedes-Benz, BMW, Porsche, Land Rover, Audi, Bentley, Maserati, Toyota, Lexus, and other luxury car brands and high-end cars. 18002126567 (same as WeChat) Manager Liu WeChat Moments updates a large number of parallel imported cars on the market every day, configuration, quotation, pictures. If you have any questions about purchasing a car, Tianjin parallel imported cars are exclusive, and I will answer you as soon as possible. Our advantages: Vehicles can enjoy national quality assurance, warranty, replacement, return, we have many years of successful experience for Client Server, to provide you with the best solution for you. Promise: The vehicles sold in our store are brand new and unaltered vehicles, formal procedures, we do not do the lowest price in the market, low no guarantee, do not do the highest price, high no feelings, only earn the money we should earn, only pay the payment, do things seriously, win-win cooperation, we can’t guarantee that you spend the least money in cooperation, I can guarantee that you will save the greatest heart, get quality, efficiency, interests, and win-win situation. Looking forward to the cooperation of every new and old customer! Serve with heart and pass on trust! I am willing to cooperate with you for a long time

Company Name: Tianjin Bangyu Automotive Co., Ltd.

Car purchase hotline: 18002126567 Manager Liu (same number WeChat)

Address: No. 288, Jingmen Avenue, Binhai New Area Free Trade Zone, Tianjin

Geely’s mobile phone satellite communication patent is authorized

  Recently, a patent for "a satellite antenna transceiver module and mobile end point" applied by Hubei Xingji Times Technology Co., Ltd., an affiliate of Geely mobile phone, was granted, according to the Tianyancha App.

  The abstract shows that in the utility model patent, the satellite antenna transceiver module is located on the metal frame of the moving end point, which includes a plurality of satellite antennas, and the spacing of adjacent satellite antennas is greater than a preset value; at least part of the plurality of satellite antennas is configured as a transmitting antenna, and the rest is configured as a receiving antenna. The satellite antenna transceiver module provided in this patent is used on the moving end point, which improves the performance and communication quality of the antenna.

Good news! Personal mobile phones and "brushing your face" at home can all withdraw the provident fund!

  Cctv news: You can complete the provident fund withdrawal business online with your personal ID card; If you don’t leave home and brush your face at home, you can wait for the money to arrive, and you can also withdraw the provident fund to pay the rent … … Recently, many places in China have issued a new policy of withdrawing provident funds, which is related to everyone’s wallet. Come and learn more about it!

  Beijing

  Individuals can directly withdraw provident fund by mobile phone.

  From 0: 00 on April 23rd to 24: 00 on May 9th, Beijing Provident Fund Management Center will upgrade its system. During the upgrade period, the deposit and withdrawal of provident fund will be suspended. After the system upgrade, the public canCheck the balance and loans of personal provident fund through the "Beijing Provident Fund" APP, Alipay Life Number and WeChat WeChat official account "Beijing Provident Fund".

  Before the end of this year,The above-mentioned client or WeChat official account can realize functions such as personal provident fund withdrawal.. In the future, the withdrawal of provident fund does not need to be handled by the unit manager, but can be handled directly by individuals. In addition, after the opening of personal online business, houses purchased in Beijing and traded through the online signing system of the Housing Construction Committee can complete the provident fund withdrawal business online with their personal ID cards without submitting other certificates or materials.

  Zhejiang(Province)

  You can withdraw the provident fund by "brushing your face" and "zero" materials at home.

  "Sitting at home and brushing your face, you can wait for the money to arrive." According to the news of Zhejiang Provincial Provident Fund Center, as long as the employees who have paid the provident fund in Zhejiang provincial units can now "brush their faces" to handle businesses such as no-house withdrawal, retirement withdrawal, and the city’s own purchase of housing to withdraw the provident fund. You don’t have to run once, and you don’t have to bring any materials, which is the first in the country.

  The specific operation is: in"Alipay" selects "City Service", click in turn."Provident Fund-Provident Fund Query and Extraction-Zhejiang Provincial Unit Provident Fund", and then "Brush Your Face". After a few minutes of operation, you can wait for the provident fund to arrive.

  Jiangsu Nantong

  No "withdrawal slip" will be required for provident fund withdrawal.

  On the 3 rd, Nantong City Housing Provident Fund Management Center of Jiangsu Province issued a notice. Since April 1, 2018, employees in Nantong City have handled the housing provident fund withdrawal business.It is no longer necessary to provide the Application for Withdrawal of Housing Provident Fund (i.e. "Withdrawal Form of Provident Fund")., other extraction conditions remain unchanged.

  Shanghai

  You can withdraw the provident fund to pay the rent "without leaving home"

  Recently, the Shanghai Housing Provident Fund Management Committee issued a notice saying that since October 1, 2018 (inclusive), employees can only withdraw the housing provident fund to pay the rent after filing online through the housing rental public service platform.The monthly withdrawal amount of each household (including single family) shall not exceed the actual rent expenditure of the month., the maximum monthly withdrawal limit is raised to 3000 yuan.

   Harbin

  Will automatically withdraw the provident fund to repay the loan on a monthly basis.

  Recently, Harbin Housing Provident Fund Management Center officially launched "Harbin Housing Commercial Loan" and "Harbin Industry (provincial, agricultural reclamation, electric power, railway) sub-center housing provident fund loan" to automatically withdraw the provident fund to repay the loan on a monthly basis. At this stage, data docking and system testing are underway. At that time, the employees who pay the housing provident fund in Harbin only need to sign the Agreement on Monthly Withdrawal of Housing Provident Fund, and there will be no need to go to the window to go back and forth to withdraw the provident fund and repay the housing loan.The provident fund center directly transfers the extracted provident fund to the repayment card (discount) of the employee bank on a monthly basis through the business system for repayment of loans.

Taiwan Media Watching the Mainland: Remembering the Heroes and Heroes in Luzhou War Museum, Sichuan Province

  BEIJING, Beijing, December 19 (Xinhua) Recently, Taiwan Province’s "United Daily News" published a report about Luzhou City, Sichuan Province, introducing the National Defense War Museum established to commemorate the Mianpo Campaign of the National Defense War.

National defense war museum. Image source: Taiwan Province United Daily News

  The report pointed out that the Cultural Park for Protecting the Country is located in Naxi District of Luzhou City, including the National Park, the National War Museum, the centennial trench site and the National Rock.

  The movement to protect the country, also known as the war to protect the country, was launched after the Revolution of 1911 to oppose Yuan Shikai’s restoration of monarchy. In December 1915, Yuan Shikai announced the restoration of the imperial system in Beijing. Southern generals Tang Jiyao, Cai E and Li Liejun electrified the whole country to declare Yunnan independence, and organized a national defense army to crusade against Yuan Shikai, mobilizing the people of the whole country to oppose the imperial system and support the Republic. Subsequently, southern provinces declared independence one after another. The national protection movement finally overthrew Yuan Shikai and his restored monarchy.

  The National Defence War Museum, also known as the National Defence War Memorial Hall, is a museum with the theme of commemorating the National Defence War, which reproduces the bloody history of the soldiers of the National Defence Army and the eventful years of protecting the country. Its original site is Taojia Courtyard, which was built in the second year of Xianfeng in Qing Dynasty. From February to March, 1916, the battlefield headquarters of the National Defence Army was located in the Taojia Courtyard, directing the Mianhuapo Campaign. Here is a record of the brilliant achievements of revolutionary pioneers in protecting the country and seeking Yuan in Luzhou.

  The museum has the main exhibition hall of the National Defence War, the exhibition hall of Mianhuapo Campaign, the exhibition hall of Cai E, etc., and displays the sand table of the National Defence War and Mianhuapo Campaign, Cai E’s life information, and the fighting and living articles of the soldiers of the National Defence Army, etc.

  The national protection rock inscription is located on the Yongning River, which was left by General Cai E to commemorate the victory of the national protection movement. On the cliff nearly 20 meters high, Cai E wrote the stone "Protecting the Country Rock" in calligraphy. In the lower left corner of the stone cliff, it is "Protecting the Country", which is written in regular script with a font size of about three inches square, with a total of 20 lines and 80 words.

  The centennial trench site covers an area of 100 mu, mainly distributed in Zhuping Mountain, Wuding Mountain and surrounding dangerous highlands. The trench is in the shape of an inverted ladder, with a total length of more than 2,600 meters, 3 machine gun shelters and more than 100 infantry bunkers. (End)

  Source: China News Network

What’s the difference between football in China? It is not a cold day to fall from the country of Cuju to the "national football"!

China football, every China fan feels mixed feelings when he mentions it.

Whenever the World Cup season comes, the China men’s soccer team is always in a way"spectator" and "joke"As a participant, but not as a participant.

Then, why in today’s international arena, China, as old as football civilization,But always lost to Europe, America and even Japan, which is also East Asia?

What’s wrong with this?Do we really have no DNA to play football?
The Development Course of Football in China

In 1992, this year was of special significance to China football.Marketization reformIn this year, the curtain was opened, which marked an important step towards the professionalization of football in China.

This made the whole football system become different, and the professional league was established, which provided new career opportunities for players and coaches.This also directly prompted them to start.Get economic returns from clubs and markets.Football has thus gained unprecedented attention.

However, the development of everything has two sides; Although the market-oriented reform has brought new vitality to China football, it is also accompanied by problems.

Among them,The most obvious problem is that many young players choose to leave because they are dissatisfied with the conditions of provincial and municipal teams, which leads to a large number of brain drain.; More importantly, the original reform paid too much attention to the construction of professional leagues, butForget the importance of basic training.This makes the development of football in China appear obvious "fault".

This fault problem has been exposed in the early stage, but it has not been paid enough attention.

If the infrastructure of a league is not stable, then no matter how dazzling it is, it is difficult to go far;This may explain why in the late 1990s and early 2000s,Although China football had a brief glory, it quickly fell into a downturn.

But,In addition to the above-mentioned professionalization and marketization issues, is there anyOther factorsIs it affecting the development of football in China?

These factors can be discussed from three aspects: physical fitness, technology and genes:

First of all, there are indeed differences between Asians and Africans or Europeans in physical strength and flexibility; But this difference is not purely determined by genes, and eating habits and training methods also play an indispensable role.

howeverBased on this factor alone, we can’t come to the conclusion that "China people are not suitable for playing football";

Looking back at last year’s World Cup, Japan successfully defeated the powerful German team, which clearly proved that East Asian teams can also compete with the world’s top teams.

Furthermore, football is not just a "European and American" sport; It is global, and its technology, tactics and ideas are constantly evolving on a global scale.

Simply copying the football model in Europe and America cannot guarantee success, and each region has its own unique football culture and development route;Too much pursuit of integration with Europe and the United States, but ignoring local characteristics, often brings bad consequences.

reviewAlthough China tried to imitate European football in the early stage of its professionalization, its basic work was ignored.

A solid foundation is the key to the top league. In this respect, countries like Japan and South Korea have done quite well.

They started from the foundation and gradually built a perfect football development system, with clear planning and continuous investment from youth training to top leagues.

The rise of Japanese football is largely due to their solid youth training system;Large-scale competitions such as the All-Japan High School Football Championship involve about 100,000 student players. Every year, about 4,000 teams participate in the preliminaries, and 48 teams are finally selected to enter the finals.

This is not only a competition, but also a platform to show yourself and exercise your skills. The Gaoyuan Palace Cup Japan Football Association U18 League has created a more professional stage for the youth teams of various professional clubs.

South Korea, another strong team in East Asia, is famous for its excellent physical confrontation and physical fitness;In the international arena, they can often show excellent competitive state in the confrontation with strong European teams.

South Korean star Sun Xingyu’s Premier League performance is undoubtedly the best proof.He is not only a player, but also a representative of Korean football innovation youth training;

The sports park invested and built by Sun Xingyuan in South Korea represents the new direction of Korean football-"Sun Xiongzheng mode" (Sun Xiongzheng is Sun Xingyuan’s father and a former football player in South Korea), which pays more attention to technology and basic skills.

Compared with Japan and South Korea, although their football road is different from ours, their success provides us with valuable enlightenment; Both Japan’s youth training system and South Korea’s innovative ideas on player training are worthy of our in-depth study and thinking.

At the same time,Our national team, especially the women’s football team., also has a remarkable performance on the international stage.

Compared with the men’s soccer team, why can they show better elegance in the international arena?

From the perspective of professionalism,China women’s football team is on a global scale.Degree of professionalismMore prominent;

In many countries, many women football players are stillAmateur state,But in our country, most women football players areprofessionalismofThis provides them with rich training time and helps them to form an advantage in technology and tactics.

Furthermore,Women’s football has relatively little commercial value.Make the players focus more on the performance on the court, rather than being influenced by commercial factors.This pure attitude towards the gameUndoubtedly, it has created a more pure competition environment for women football players.

On the other hand, although the men’s football team has gone through the road of professionalization, there are many problems in the promotion of marketization;

The most critical problem is the neglect of basic work.This has led to a great loss of football talents. Compared with women’s football team’s obvious attitude of paying attention to technology and basic skills, men’s football team seems to be subject to more external interference in the process of marketization.

When we look back on every glory of China women’s football team, we can deeply feel the efforts behind them; And every ups and downs of the men’s soccer team is a wake-up call, suggesting that we need to reflect deeply.

In the future, we hope that both men’s football team and women’s football team should cherish every opportunity to play, go all out, create more bright spots, win glory for our country, and bring joy and pride to every fan.


References:

  1. Why is the "national football" so smelly?
  2. In-depth analysis, why is China football getting worse and worse, and where is the future development direction?
  3. Japanese and Korean football tells us that confrontation is not a European patent, and yellow people can also have technology.
  4. Ball Comment: Why is China Women’s Football Team so Strong? What is the real reason why men’s football is not as good as them?

Title 1: From the country of Cuju to the spectators today: Exploring the deep reasons why China football lags behind Europe, America and Japan.

Title 2: From ancient stadium heroes to today’s audience, the vicissitudes of football in China: where is the gap between us and Europe, America and Japan?

Title 3: The Battle of the Top Three in East Asia: Why did China lose to Japan because of the cultural background of football and the technical conflict between Europe and America?

Title 4: The glory and trough of football in China, exploring the real gap between us and Europe, America and Japan and the way of the future.

Title 5: The problem of China’s men’s football team and the glory of women’s football team: Exploring our football road, why is there such a gap with Europe and America?

5.407 billion people earned 5.2 trillion yuan! Domestic tourism is expected to return to the top 90% of the epidemic this year.

China tourism academy (Data Center of the Ministry of Culture and Tourism) released the Report on the Development of China Tourism Group (2023) at the 2023 China Tourism Group Development Forum.It is predicted that the number of domestic tourists will reach 5.407 billion in 2023, and the domestic tourism income will reach 5.2 trillion yuan, which will be restored to 90% and 91% in 2019 respectively.

According to china tourism academy’s calculation, in the first three quarters of 2023, the comprehensive index of national tourism economic operation has been in the boom zone, with an average of 111.09. Driven by multiple factors, such as the innovative supply of culture and tourism system, the confidence boosted by tourism consumption policies, and the comprehensive protection of all levels of government departments, the tourism market will be prosperous, orderly, integrated and innovative in 2023, and many indicators such as the number of tourists and tourism consumption will be outstanding. Although the fourth quarter is the traditional off-season, the willingness of urban and rural residents to travel in the fourth quarter of this year remained at a high level of 90.37.

Report analysis,Domestic tourism consumption is further concentrated in scenic spots, resorts, blocks and business districts.The choice of tourist destinations and projects is more diversified. Family outing, suburban vacation, city roaming, festival tourism, interest tourism, reverse tourism, night tourism and light sports constitute the characteristics of "diversity+personalization" in the holiday tourism market.

Both the supply and demand sides have made concerted efforts, and various places are competing to integrate sports, music festivals, concerts, science and technology, intangible cultural heritage, theme exhibitions and national customs Hanfu into tourism and leisure life, unlock new ways of playing tourism, promote the deep integration of culture and tourism, and form a new growth point of cultural tourism consumption.

From the perspective of industrial development, the prosperity of the tourism industry and the confidence of entrepreneurs have obviously rebounded. At present, the passenger flow of domestic head scenic spots has increased significantly year-on-year, the aviation industry has improved significantly, the year-on-year recovery has been obvious, and the hotel performance has improved.In the first three quarters of this year, there was a strong demand for financing such as mergers and acquisitions, equity conversion and short-term debt private placement of China’s tourism groups, listed companies and tourist attractions.

According to the investment and procurement index of the cultural tourism industry jointly developed by china tourism academy and China Amusement Park Association, among the 1,836 enterprises surveyed, 79.2% of the investment/operation enterprises and 46% of the manufacturing/service enterprises have carried out investment activities, which shows that entrepreneurs and managers are optimistic about the future of tourism, and their investment fields are mainly concentrated in the construction of theme parks/amusement parks, cultural tourism equipment, science and technology, resorts/blocks, destination operations and other fields.

"2023 China Tourism Group Development Forum" was held in Shanghai from December 11th to 12th, hosted by china tourism academy and china tourism association, and undertaken by Xiangyuan Holding Group. The top 20 tourism groups in China this year include China Tourism Group, OCT Group, BTG Group, CYTS Holdings, Haichang Group, Jinjiang International Group, Ctrip Group, Chunqiu Group, Fosun Tourism Culture Group, Huazhu Group, Tongcheng Travel Group, Zhejiang Travel Investment Group, Hangzhou Business Travel Canal Group, Kaiyuan Tourism Group, Xiangyuan Holding Group, Shandong Wenlv Group, Hubei Cultural Tourism Group, Lingnan Group and Sichuan Tourism Investment Group.

Huang Renfan, who proved himself in Europe, is also interested in Inter Milan and Rangers.

Huang Renfan, who proved himself in Europe, is also interested in Inter Milan and Rangers.

European teams are paying more and more attention to Huang Renfan.

Huang Renfan is a type player with a large amount of activities and accurate shooting, which has become the vitality of the team. Born in 1996, he made his mark in Daejeon Citizen Team, and grew up step by step after Vancouver White Hat Team and Rubin Kazan. Then he moved to Olympiacos in Greece before the 2022-23 season.

Then through the world cup, it grew to another level. Ren Huang Fan Ceng is the main midfielder of the Korean national team led by head coach Paolo Vento. A large number of activities, building capacity, and watching the game have also been fully exerted on the world stage, and they are active as the protagonists of the top 16 Korean companies.

This season, he is also the core midfielder of the team Olympiacos. In the 2022-23 season, Huang Renfan won the trust of head coach Mitchell in 32 games, 3 goals and 4 assists in the Greek League. Although it is not Jose now, but the coaching system has changed, it still takes the core as the core. Huang Renfan also continues to be active in Europe and is associated with many clubs. In Italy, Inter Milan have been linked together. Huang Renfan of the Greek media "Temporary Gazzetta" has attracted the attention of many people in Inter Milan. It is said that before the new season, he was selected into the signing list of Inter Milan.

Inter Milan’s interest has continued. Since January this year, Inter Milan has sent scouts to Greece to observe Huang Yinfan. It is reported that Huang Yinfan has entered the next transfer market.

Following Inter Milan, Rangers have recently been linked with Huang Renfan. "Rangers can compete with Inter Milan for South Korean national team player Huang Renfan," said Rangers News, which reported the news of Rangers.

However, it is also predicted that it is difficult for Rangers to compete with Inter Milan. "Wanderers News" explained: "Whether Rangers can compete with Inter Milan, which entered the UEFA Champions League (UCL) final in the transfer market, and whether they can win in the end is still unknown." Inter Milan beat AC Milan 1-0 at 4 am (Korea time) on the 17th and entered the Champions League final.

Premier League -18-year-old Ferguson double-sounded and three-smoked assists+Zhongzhu Brighton 3-1 saints locked in European qualification

Live on May 21st, in the 37th round of Premier League, Brighton played against Southampton at home. In the first half of this game, Ferguson, an 18-year-old teenager from Brighton, double-rang, sent three assists and a center post, and Brighton led 2-0 at half-time. In the second half, each team scored a goal, and Brighton finally beat Southampton 3-1 at home, which sealed the qualification for next season’s European War.

[Key Events of Competition]

In the 29th minute, Ivan Ferguson, an 18-year-old teenager from Brighton, broke into the restricted area and scored a low goal. Brighton 1-0 Southampton.

Goal playback

In the 40th minute of the game, Sanxun crossed the restricted area after breaking through the sidewalk, and young Ferguson scored twice again. Brighton 2-0 Southampton.

Goal playback

In the 58th minute of the game, Southampton pulled back a goal and El Yunusi headed the goal. Brighton 2-1 Southampton.

Goal playback

In the 69th minute of the game, Gross faced the defenders in the restricted area and volleyed once again to expand the score for Brighton. Brighton leads 3-1.

Goal playback

[Moment of Competition Focus]

In the 8 th minute of the game, Sanxun hit the door in the restricted area and missed slightly.

In the 21st minute of the game, Sanxun steals from the frontcourt and shoots the center post.

In the 62nd minute, Walcott scored, but the offside was cancelled.

In the end, Brighton beat Southampton 3-1. Lock in next season’s European qualification.

Infrastructure for training AI to solve common problems

In order to train artificial intelligence models that can solve common problems, infrastructure is needed to provide support. These infrastructures are usually composed of hardware, software and tools to improve the efficiency and accuracy of model training. This article will introduce the infrastructure for training AI to solve common problems.

I. Hardware infrastructure

When training artificial intelligence models, it is usually necessary to use high-performance computing hardware to provide support. The following are several common hardware infrastructures:

  1. CPU: The central processing unit (CPU) is a general-purpose computing hardware, which can be used to run various types of software, including artificial intelligence models. Although the performance of CPU is relatively low, it is still useful in training small models or debugging.

  2. GPU: A graphics processor is a special computing hardware, which is usually used to process images and videos. Because of its highly parallel structure, GPU can provide higher computing performance than CPU when training artificial intelligence models, so it is widely used.

  3. TPU: Tensor processor is a kind of hardware specially used for artificial intelligence computing, developed by Google. The performance of TPU is higher than that of GPU, and it is suitable for large-scale artificial intelligence model training and reasoning.

Second, the software infrastructure

In addition to hardware infrastructure, some software tools are needed to support the training of artificial intelligence model. The following are some common software infrastructures:

  1. Operating system: Artificial intelligence models usually need to run on an operating system, such as Linux, Windows or macOS.

  2. Development environment: Development environment usually includes programming language, editor and integrated development environment (IDE) for writing and testing artificial intelligence models. Common development environments include Python, TensorFlow, PyTorch and Jupyter Notebook.

  3. Frames and libraries: Frames and libraries provide some common artificial intelligence model algorithms and data processing tools, making model development and training more convenient. Common frameworks and libraries include TensorFlow, PyTorch, Keras and Scikit-Learn.

Third, the tool infrastructure

In addition to the hardware and software infrastructure, some tools are needed to support the training of artificial intelligence models. The following are several common tool infrastructures:

Dataset tool: Dataset tool is used to process and prepare training datasets, such as data cleaning, preprocessing, format conversion, etc. Common data set tools include Pandas, NumPy and SciPy.

2 Visualization tools: Visualization tools are used to visualize the training process and results to help users better understand the performance and behavior of the model. Common visualization tools include Matplotlib, Seaborn and Plotly.

Automatic parameter tuning tool: The automatic parameter tuning tool is used to optimize the parameters of the model to improve the performance and accuracy of the model. Common automatic parameter tuning tools include Optuna, Hyperopt and GridSearchCV.

In short, training artificial intelligence models to solve common problems requires the use of a variety of infrastructures, including hardware, software and tools. These infrastructures are designed to improve the efficiency and accuracy of model training, so that the model can better solve various practical problems. In practical application, users need to choose the appropriate infrastructure according to specific requirements and data characteristics, and design and implement it accordingly.

5-3! 3-1! Football is exciting for one night, Bayern dedicates to the goal war, and Chelsea welcomes the three-game winning streak!

On March 12th, 2023, Beijing time, European football events continued to compete. Bayern Munich beat augsburg 5-3 in the 24th round of Bundesliga and Chelsea beat leicester city 3-1 in the 27th round of Premier League. Next, let’s take a look at the simple battle reports of the two games.

Bayern 5-3 augsburg

Less than 2 minutes after the start of the game, Berisha caught the ball, turned around and stopped, and shot the goal directly. augsburg scored a dream start. In the 15th minute, Cancelo took the ball to the penalty area and made a feint to the defender. He flew into the far corner and scored the first goal of Bayern’s career. Just four minutes later, Bayern’s free kick went to the penalty area and there was chaos. The barb in the horse kicked the ball to the door and assisted pawar to break the goal and succeeded in overtaking.

In the 35th minute, Bayern’s corner kick flew to the goal and was saved. pawar seized the opportunity to shoot the ball from the volley and scored twice. Near the half-time, Ma put in a catch shot and was blocked by the goalkeeper. Sane followed up and made up the shot. Bayern led 4-1 and completely turned the situation around. In the second half, Yi Bian pushed the goal in the war horse and it was blown offside. Then Driget fouled the penalty area and Berisha took a penalty to help augsburg pull back a goal.

In the 74th minute, Cancelo took the ball from the side to observe the defensive cross. Alfonso followed up with the outflanking and shot to break the goal. In stoppage time, augsburg launched a counterattack. Vargas took the ball from the side and quickly broke through the bottom and swept the middle to assist Cardona to tackle the goal. In the end, Bayern 5-3 reversed the opponent and dedicated a goal war.

Chelsea 3-1 leicester city

In the 11th minute, coulibaly turned around with the ball and passed it to the middle. Chilwell volleyed the ball and the Blues took the lead with a quick goal. Then Felix hit the column with a single-handed shot, and then he pushed the shot in front of the door. Unfortunately, it was judged that offside was invalid after VAR marking, which was not very good luck. Unexpectedly, in the 39th minute, Dhaka scored a world wave directly from the periphery, and leicester city successfully equalized the score.

Near the end of half-time, Madison’s free kick directly hit Fofana’s arm. The referee said through VAR video that there was no problem. In the first half stoppage time, Enzo subtly picked up the pass and assisted Havertz, then inserted a clever shot to break the goal, and the Blues took the lead again. In the 78th minute of the second half, Havertz passed the header to Moudrek and ferried it to the middle. kovacic volleyed a shot to seal the victory. Faith was shown a yellow card for a tackle, and two yellows turned into one red and was sent off. In the end, Chelsea beat leicester city 3-1 and won three consecutive games.