Today, my topic is "High Performance Computing and Smart Cars". ADAS combines NVIDIA's strengths. The contribution we can make is to install a high-performance computer in our car. If it is a car, it is a High-performance computers, you can imagine the computing power that high-performance computers can bring to our applications.
The scores of ALPHAGO in the first two days have turned into 4:0. There are many stories in it. Whether it is 4:1 or 5:0, we all know that this is an epoch-making change. That is, the world uses the human brain, the most complicated DNA, the machine can also come to PK, at least it has a chance to get it, we can say that it has surpassed people. In the past two days, many people wrote paragraphs and found that the level of Chinese netizens writing paragraphs is relatively high. If a go player finishes the game after Go, he may spend several hours a day to re-discharge, or at most 24 hours without sleeping. Maybe more than six games, ALPHAGO can be replayed more than 300 times a night. If you can play tens of thousands of games in a row, then the amount of calculation is faster for us than for humans. many.
We are now talking about Deep Learning. Since Deep Learning has been used in image graphics, we have found that these years have changed very quickly. We all know that the amount of data from many big data makes the model it learns very accurate, but there is big data. If there is not a strong computing platform, these big data are useless. After having a computer, there is a lot of data accumulation. We all know that before data mining, many people suffer from the fact that no computer has no way to turn this data into useful value. For us, if the data cannot be valuable, the data is useless. . Today is because of the high-performance computing of GPU. In the past few years, the GPU's sex has increased by 1500 times in ten years. You can imagine that its computing power has increased by 1500 times in ten years. When it comes to a new era of computing, its computational thinking and computational algorithms are completely different from before. This is why many people adopt these methods of Deep Learning to do new research. It was impossible before. of. But when more than 1000 times the computing power is given to you, and the computing power of this 1000 times is only under a single GPU, we can now connect more GPUs without limit, this time brings high performance computing. The ability has made us a big breakthrough in many places.
We all know that a few years ago, our experts in high-performance computing in China took the world's first place with only 4,000 GPUs built supercomputers, but today is impossible. Now IBM is the world's number one. Supercomputers require tens of thousands of GPUs, which is easy for a large country, but expensive for a business. In fact, it is not the price of this GPU, but the power consumption of this computer. A lot of computer computing power suffers from not having such a large amount of power to support, or we can't afford the electricity bill to calculate. This is where we are limited. This is why we are thinking that any industry breakthrough cannot be based on ourselves. It depends on the power of the public. If we have a mass group that can do this big data on a large computing platform, it can get more benefits for the whole industry or for different companies. Of course, the GPU has also accelerated our application in various fields of artificial intelligence, and cars are only part of it.
Many times we talk about auto driving. In fact, for us, we want to talk about the intelligence of the car. The intelligence is not just driving. When we consider the whole car, including the interface between the car and the person, how do you communicate with the car? These traditional communication may be different from the way you operate the car. These intelligent means have more than the voice. On the other hand, the recognition of graphic images, gesture control, and even the control of eyeballs and brain waves can cause more interaction with the machine under the influence of artificial intelligence. These interactive technologies are not only used in the automotive field. In fact, there are many applications in our smartphones. Many mobile phones rely on fingerprints, gestures, and voice recognition, which can be used in cars. So we can't just think of a car as a car. In fact, it is a traditional robot, but this robot can put us in ourselves. If this is the case, many of these places require a lot of computation and computational power in the human-computer interaction interface. Sitting in a car is not just about the fun of driving. People who ride in a car should also have a good enjoyment.
So in the experience of the entire car, the impact on many of our intelligence is very large. We can imagine people sitting in the car. The display around you is beach, beach, forest, green, and even lawn. You can imagine a variety of environments, and it can give you an environment that can be used. Computer simulations, of course, more experience is where these developers or suppliers in each of our industries can use their imagination. So we can see that the intelligentization of the car brings us a brand new change in the industry. The ecosystem will be different, the suppliers will be different, the means of making money will be different, and the business model will be completely different. Of course, automatic driving is definitely a very important part in it. We see that in the case of automatic driving, in fact, automatic driving is only one part of the smart car. We must consider the changes that may be brought to us in all aspects of the entire car. . There is also a misunderstanding. I hope that in many industries, it should not be turned into a biggest misunderstanding of our automatic driving. Autopilot can't just become safe driving. If it is just driving safely, it is too simple. We have to It turned out to be a fun driving. So we hope that in the future the car can turn into a personalized car for automatic driving. We all know that everyone has different styles of driving, and everyone's preferences are different. For example, some people like to drive fast, some people like to drive slow, some like to hurry, some people like to enjoy, and everyone's driving behavior is different. This is why the whole world will become rich and colorful, and we do not want this world to be a unified world, but a personalized world. Everyone's driving behavior is different. Since this is the case, the way the car learns should also help us learn the driving behavior of everyone, so that you can become the owner of the car, not the passenger of the car. I hope that this personalized driving style can also be added to our car's automatic driving or automatic learning.
The 4G MiFi and 5G MiFi are portable Wireless Router devices that convert 4G or 5G network signals into Wi-Fi signals, making it easy for users to connect to the Internet from anywhere. The following is a detailed description of the advantages of 4G MiFi and 5G MiFi.
1. Faster network speed: 4G MiFi and 5G MiFi are faster than traditional 3G networks. 4G networks typically offer speeds several times faster than 3G, and 5G networks are a huge breakthrough in terms of speed. This means users can download and upload files, stream videos, play online games and more faster.
2. More stable connection: 4G MiFi and 5G MiFi provide a more stable connection, reducing the possibility of disconnections and dropped calls. This is important for users who need a stable Internet connection, especially when doing important video conferencing, online education or telecommuting.
3. Greater coverage: 4G MiFi and 5G MiFi have wider coverage than traditional Wi-Fi routers and can cover a larger area. This is useful for users who need to use the Internet outdoors or where there is no fixed Internet connection, such as camping, traveling, or in rural areas.
4. More connected devices: 4G MiFi and 5G MiFi usually support multiple devices to connect at the same time, which can meet the needs of multiple users. This is very useful for families, small offices, or team work where you can easily share an Internet connection.
5. Portability: 4G MiFi and 5G MiFi are very portable and can be carried everywhere. They typically have a compact design and light weight that can fit in a pocket or bag. This makes it easy for users to use the Internet from anywhere, without having to find a Wi-Fi hotspot or rely on a wired network connection.
6. Easy to use: 4G MiFi and 5G MiFi are very simple to set up and use. Users simply insert the SIM card, turn on the device, and automatically connect to the Internet. Some devices also offer user-friendly management interfaces that make it easy for users to view device status, manage connected devices, and set network security.
7. Higher security: 4G MiFi and 5G MiFi usually have built-in security features to protect users' network security. They support WPA2 encryption and firewall features that prevent unauthorized users from accessing devices and networks.
8. Sharing capabilities: Some 4G MiFi and 5G MiFi devices also have sharing capabilities that allow you to share files and media via a USB port or an SD card slot. This is useful for users who need to share files between multiple devices, such as sharing photos and videos while traveling.
In summary, the 4G MiFi and 5G MiFi are portable wireless router devices that can convert 4G or 5G network signals into Wi-Fi signals. They offer advantages such as faster Internet speeds, more stable connections, greater coverage, more connected devices, portability, ease of use, increased security and sharing capabilities. This allows users to easily connect to the Internet anytime, anywhere, and meet various network needs.
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