# How hard are you trying to get China men’s soccer team into the World Cup? #

Football in China is a tragedy, but it can also make people smile through tears when they are sad. That smile is full of distress, helplessness and helplessness.

Just like their own children, they are born with mental retardation. After careful care by their parents, they have made some progress, but they have encountered bad people in society and done many bad things.

Think about it, a child with congenital deficiency has started fighting, corruption, drug abuse and whoring. How far can he go, and his surroundings are not peaceful. The TV stations that have been reporting about him have stopped broadcasting, and the so-called celebrities who have not seen for a long time have begun to make irresponsible remarks. Parents all over China are trying to save this child, but all the bad people in China are ruining him just for money.

There may be something wrong with the football system in China, which has caused almost every boss to have an accident. Moreover, the problem is getting bigger and bigger, and the coverage is perceived as a household name.

Associating with all walks of life in China, football corruption can be found everywhere, but the industries are different. If the institutions do not reform and scratch the bones, China will be forced to lag behind.

It’s not a game that can solve the problem, and the reform will not happen overnight. Life is short, and it’s almost enough. I advise those unscrupulous people not to take risks and take the rest of their lives as a bet. I appreciate a sentence: if you don’t gamble, you win.

Titan sports All Media Original

This Saturday, in the 24th round of the Bundesliga, Bayern played against augsburg at home. Bayern eliminated Paris Saint-Germain in the Champions League in mid-week, and nagel’s reputation improved. The team won three tough games in a row and was in good shape. Augsburg is the place where nagel Mann started his coaching career, and he served as a reserve scout under tuchel. After coaching Bayern, Nashuai led the team and lost to Auerbach twice. In this game, Bayern continued its excellent state in the near future, reversing the car after losing one goal first, and the defender scored four goals and finally won 5-3.

2′ Auerbach’s frontcourt foul ball, Bayern’s defense made a series of mistakes, Cancelo was erased, Berisha scored a low goal, and Bayern scored 0-1.

15′ Sane passed the ball, and Cancelo swung left and right and shot from a small angle to equalize 1-1.

19′ Bayern’s free kick caused confusion, Manet hooked the assist, pawar strafed the goal, and Bayern scored 2-1.

35′ Delicht grabbed the first point for the top corner kick, pawar scored twice in the volley and Bayern scored 3-1.

45′ Sane went straight to the goal, Mane sent it to the door and was blocked. Sane followed the header to make up the goal, and Bayern scored 4-1.

60′ Delicht knocks down Cardona, Berisha takes a penalty, Bayern 4-2.

74′ Cancelo’s right flank picks the ball, and the far-end Alfonso Davies outflanks it, and Bayern scores 5-2.

90+3′ RubenVargas accelerated the bottom cross, and Cardona made it 3-5.

"number theory"

[2] In Bayern’s 150th official game, pawar scored twice for the first time. Cancelo scored his first goal in Bayern.

Bayern lineup:27- Zuo Mo /5- pawar, 2- Yu Pamekano, 4- Delicht (84’23- Blind) /22- Cancelo, 42- Mucia La (78’38- Herafenbech), 6- kimmich, 19- Alfonso Davies (77’40- Mazravi).

Since ChatGPT swept the world, companies have opened their wallets to explore this technology, and the field of artificial intelligence has set off a new wave of enthusiasm. It has also attracted people’s attention to GPT-3 of OpenAI, which is a large language model (LLM) behind phenomenal ChatGPT, and it provides similar human responses to queries.

However, the hardware for training code (mainly NVIDIA GPU) is in short supply and expensive, or only companies with strong financial resources can use it. However, Pittsburgh Supercomputing Center hopes to provide researchers with free access to the world’s largest chip to run the Transformers model. Microsoft has applied GPT-3 to AI technology in Bing search engine.

The Supercomputing Center (PSC) of Carnegie Mellon University and Pittsburgh University is launching a new round of access to the CS-2 system of Cerebras, which is widely used to train large-scale language models. CS-2 is the AI accelerator in the Neocortex supercomputing system of PSC.

CS-2 has a wafer-scale engine chip of Cerebras, which is considered to be the largest chip in the world with 850,000 cores. The chip is used in artificial intelligence (AI) and traditional supercomputing (such as the decarbonization project used in the National Energy Technology Laboratory), which provides more accurate results through logical calculation.

PSC welcomes high-performance computing projects mainly related to artificial intelligence and machine learning workload, but it is not popular with traditional high-performance computing applications. The project encourages applications to adopt AI algorithm to run traditional HPC workloads. These proposals must be non-patented and can only come from American research institutions or non-profit organizations.

In addition to GPT-3, CS-2 system also supports the popular BERT Transformers model.

Andrew Feldman, CEO of Cerebras Systems, said: "There is a lot of discussion about large language models and very large language models. However, after a given scale (for example, 13 billion parameters), the number of organizations that actually train a language model from scratch is very small. Because you need to solve a lot of hardware problems first. "

Generally, running the Transformers model requires a lot of data, data science knowledge and deep machine learning expertise. Training data takes several weeks, and hardware options include GPU and TPU(GPU is used by Microsoft for Bing and AI, while TPU is used by Google for Bard chat bots).

Neocortex of PSC has been used to study artificial intelligence in the fields of biotechnology, cosmic vision map and health science. The system is also used to study the method of deploying AI on the new memory model deployed in CS-2.

Cerebras’ WSE-2 chip in CS-2 contains 2.6 trillion transistors, and all related AI hardware is concentrated in a chip size. The system has 40GB SRAM on-chip memory, 20 PB bandwidth per second and 12 100Gigabit Ethernet ports. CS-2 is connected to HPE’s SuperdomeFlex system, which has 32 Intel XeonPlatinum 8280L chips, each with 28 cores, and the running frequency is as high as 4GHz.

In contrast, NVIDIA GPUs are usually distributed on many systems. Nvidia’s GPU relies on CUDA parallel programming toolkit, which is widely used to study artificial intelligence. Feldman: "I think we have a great chance to replace GPU and TPU and do it in a more effective way-achieve better goals with fewer mistakes."

The demand for ChatGPT has overwhelmed the OpenAI system, so the demand for AI computing will be overwhelming in the future.

The exit from the Champions League doomed the direction and outcome of Paris Saint-Germain’s surrender in the 2022-23 season, and also sealed the double failure of strategy and management. Even so, Paris Saint-Germain plans to let him continue to lead the team, at least until the end of this season. French media claimed that the report on the crisis meeting between him and President Hellfi was exaggerated, and the club insisted that Galtier would not be fired before the end of the season, but he might not get the support from the top. It remains to be seen whether he can continue to lead Paris next season, but before that, he still has hope of winning Ligue 1.