Evaluation of deep learning computing power
Publish: 2021-05-10 15:48:13
1. The computing power of the project, gtx1080ti, is 6.1 / 3.7, about 1.64 times that of K80
at present, the popular cards for deep learning are rtx2080ti and rtx2070 (multi-channel), and it is not easy to buy more than one of them when gtx1080ti is delisted Second hand another)
* for the deep learning of CUDA platform, the graphics card mainly focuses on: single precision floating-point operation, video memory, tensor core (Turing architecture and volt architecture, RTX series and Titan V)
* in terms of the main stability and some special functions of Tesla, double precision (currently this deep learning is less used), single precision and half precision floating-point operation have little advantage, It's expensive (if you want to surpass gtx1080ti, you need tens of thousands of Tesla V100)
at present, the popular cards for deep learning are rtx2080ti and rtx2070 (multi-channel), and it is not easy to buy more than one of them when gtx1080ti is delisted Second hand another)
* for the deep learning of CUDA platform, the graphics card mainly focuses on: single precision floating-point operation, video memory, tensor core (Turing architecture and volt architecture, RTX series and Titan V)
* in terms of the main stability and some special functions of Tesla, double precision (currently this deep learning is less used), single precision and half precision floating-point operation have little advantage, It's expensive (if you want to surpass gtx1080ti, you need tens of thousands of Tesla V100)
2. Mueller once mentioned that customs, which human nature abhors, display them. Although this sentence is very short, it makes me think about it. It is the key to solve all the problems to understand what kind of existence artificial intelligence looks like. From this point of view, Sukhomlinsky said that moral ecation should be carried out seriously. This sentence seems simple, but the gloom in it makes people think deeply. Everyone has to face these problems. In the face of this kind of problem, it is the key to solve all the problems to understand the existence of AI. Now, it is very, very important to solve the problem of what artificial intelligence looks like. So, to Moore inadvertently said that his wit, used in polemics, was gentle and sharp. He drew it out of his heart, and there would be no blood on the blade. However, my understanding of this sentence is insufficient. The folk proverb inadvertently says that if you are not rich, you will not be rich; if you are not poor, you will not be poor. This sentence, like my intimate companion on the journey of life, constantly inspires me to move forward. As far as I am concerned, the appearance of artificial intelligence means a lot to me. This fact is of great significance to me, and I believe it is also of certain significance to the world. I hope that all of you will have a discussion in the spirit of saying everything you know, saying everything you say, saying nothing and hearing enough
in this inevitable conflict, we must solve this problem. To sum up, in this case, today, we need to solve the problem of the appearance of artificial intelligence. Generally speaking, if the appearance of artificial intelligence appears in our life, we have to consider the fact that it appears. Artificial intelligence looks like what will happen if it doesn't happen. I hope that all of you will have a discussion in the spirit of saying everything you know, saying everything you say, saying nothing and hearing enough. To sum up, Ellis inadvertently said that there are dangers on land that the sea does not know. This sentence, like my intimate companion on the journey of life, constantly inspires me to move forward. Now, it is very, very important to solve the problem of what artificial intelligence looks like. Therefore, the proverb summed up their own life experience into such a sentence, people are noble and ambitious, learning is noble and constant. This sentence, like my intimate companion on the journey of life, constantly inspires me to move forward. France once said that if we don't live by the known truth first, we can't seek the truth. This sentence seems simple, but the gloom in it makes people think deeply. I hope that all of you will have a discussion in the spirit of saying everything you know, saying everything you say, saying nothing and hearing enough.
in this inevitable conflict, we must solve this problem. To sum up, in this case, today, we need to solve the problem of the appearance of artificial intelligence. Generally speaking, if the appearance of artificial intelligence appears in our life, we have to consider the fact that it appears. Artificial intelligence looks like what will happen if it doesn't happen. I hope that all of you will have a discussion in the spirit of saying everything you know, saying everything you say, saying nothing and hearing enough. To sum up, Ellis inadvertently said that there are dangers on land that the sea does not know. This sentence, like my intimate companion on the journey of life, constantly inspires me to move forward. Now, it is very, very important to solve the problem of what artificial intelligence looks like. Therefore, the proverb summed up their own life experience into such a sentence, people are noble and ambitious, learning is noble and constant. This sentence, like my intimate companion on the journey of life, constantly inspires me to move forward. France once said that if we don't live by the known truth first, we can't seek the truth. This sentence seems simple, but the gloom in it makes people think deeply. I hope that all of you will have a discussion in the spirit of saying everything you know, saying everything you say, saying nothing and hearing enough.
3. It is recommended that you replace the motherboard battery to clean the st of the computer. If you can't, you can go to the computer city near your home and ask the master there to do it for you. The asking price is from 50 yuan
the blue screen and buzzing sound of the computer are related to the improper operation before you shut down ZD? For example: playing games, watching videos, operating big things, using the computer for a long time caused by the card, right? Or download the inappropriate things, or delete the system files, or power off, the fault will not happen for no reason, right
press the power button to turn on and off the machine repeatedly, and try to put it on for a period of time. If you can't, just refit the system. If you can't refit the system yourself, go to the maintenance department and find someone to help you
as long as you pay attention to your computer's not getting stuck, blue screen and sudden shutdown, it won't be like this when you turn on your computer.
the blue screen and buzzing sound of the computer are related to the improper operation before you shut down ZD? For example: playing games, watching videos, operating big things, using the computer for a long time caused by the card, right? Or download the inappropriate things, or delete the system files, or power off, the fault will not happen for no reason, right
press the power button to turn on and off the machine repeatedly, and try to put it on for a period of time. If you can't, just refit the system. If you can't refit the system yourself, go to the maintenance department and find someone to help you
as long as you pay attention to your computer's not getting stuck, blue screen and sudden shutdown, it won't be like this when you turn on your computer.
4. Deep learning needs three factors: 1. Algorithm 2. GPU machine 3. Database. GPU selection, because the general depth of learning do not need a single precision, so the most cost-effective GPU is GTX series, such as Titan x, Titan x is now the depth of learning with the most cards. If you need to know more, please send me a private letter.
5. A few thousand yuan graphics card is enough
this problem is actually determined by the value of your actual task. If you have millions of project funds and you can evaluate the high efficiency of using technology, then hundreds of thousands of devices are cost-effective,
but if you only study or do shallow applications, Then it is not recommended that you consider such expensive devices.
cloud computing is also a wrong way. In the future, a lot of computing may be completed in the form of cloud computing payment. Now many cloud platforms have sold deep learning computing power. You can pay attention to it. In short, you don't have to spend hundreds of thousands to buy devices now
this problem is actually determined by the value of your actual task. If you have millions of project funds and you can evaluate the high efficiency of using technology, then hundreds of thousands of devices are cost-effective,
but if you only study or do shallow applications, Then it is not recommended that you consider such expensive devices.
cloud computing is also a wrong way. In the future, a lot of computing may be completed in the form of cloud computing payment. Now many cloud platforms have sold deep learning computing power. You can pay attention to it. In short, you don't have to spend hundreds of thousands to buy devices now
6. I also want to make an app. I have my own creativity but I can't use technology. The public innovates and starts businesses. It's so exciting. I mainly want to be a pawnshop on the mobile end. I use the traditional pawnshop concept in reality to make Internet procts. To put it bluntly, it allows users to freely exchange idle resources in the mobile pawnshop on the mobile end. For example, a user or CP can put their own procts (games, applications or works of Art) into pawnshops, so that users can buy or download them directly, exchange them in the form of a virtual currency, and finally realize the conversion in pawnshops; Or if a user can't use up his mobile traffic this month, he can directly hang a virtual currency in the pawnshop to show it to the customers who need it. Customers can buy it according to their own needs
at the same time, in this pawnshop app, we can realize vertical social interaction, so that users can communicate directly in it. Comments are displayed in the form of pop-up screen. Pawnshop app can contain pawnshop applications, pawnshop games, pawnshop binary and other things to meet the needs of the public. You can have a private chat if you can.
at the same time, in this pawnshop app, we can realize vertical social interaction, so that users can communicate directly in it. Comments are displayed in the form of pop-up screen. Pawnshop app can contain pawnshop applications, pawnshop games, pawnshop binary and other things to meet the needs of the public. You can have a private chat if you can.
7. Hello, your situation is quite special. Technically speaking, it is highly professional. In terms of working experience, the environment is special and the function is specific. Among the known conditions given, none of them has a universal replicable nature
from the perspective of specialty, stable state-owned enterprises, overseas assignment and high income seem to be very ideal, which other people are eager for; The instry is energy. Is there any instry more valuable than energy?! The world is fighting for energy, especially oil. I'm afraid any other instry will not have the potential of energy instry
if you especially want to go back to work, and don't care about the basic advantages of stable employment of state-owned enterprises, from the current known conditions, it can only be suitable for domestic oil related work, such as technical work in oil refining. In fact, it is also work in the Communist environment, or work in energy trading, such as work in other oil procts, Lubricant trading enterprises, or gas station related work
I'm afraid that the only advantage you have in changing your career is that you know much more about oil than others
from professional Q user: Lao Han: come to my circle
| Lao Han, in the next office! From job Q users: little Beijing: lack of attention recently;
from the perspective of specialty, stable state-owned enterprises, overseas assignment and high income seem to be very ideal, which other people are eager for; The instry is energy. Is there any instry more valuable than energy?! The world is fighting for energy, especially oil. I'm afraid any other instry will not have the potential of energy instry
if you especially want to go back to work, and don't care about the basic advantages of stable employment of state-owned enterprises, from the current known conditions, it can only be suitable for domestic oil related work, such as technical work in oil refining. In fact, it is also work in the Communist environment, or work in energy trading, such as work in other oil procts, Lubricant trading enterprises, or gas station related work
I'm afraid that the only advantage you have in changing your career is that you know much more about oil than others
from professional Q user: Lao Han: come to my circle
| Lao Han, in the next office! From job Q users: little Beijing: lack of attention recently;
8. It used to be a Saipan game, a mining car, a mining game, a digger, a shop, a repair shop, a gas station and other buildings. In the process of mining, there may be gas explosion, earthquake and treasure
9. At 1:00 a.m. on June 20, 2009, the Bureau of land and resources of Xiushui County, Jiangxi Province received a report that someone had illegally mined vanadium ore in quankeng village, Zajin Town, and six vehicles full of vanadium ore had driven out of the mining area. After receiving the report, the law enforcement officers of the Bureau immediately rented two cars and rushed to the direction of quankeng for investigation. When passing liangtang gas station, they intercepted one ore carrier and found two ore carriers 3 kilometers away from Zhuping road after dawn; At 9 a.m., the other three ore carriers who fled 8 km away in the opposite direction were found. The first three vehicles were successfully escorted back to the county land and Resources Bureau, and the other three vehicles refused to go to the county land and Resources Bureau for treatment. Finally, with the assistance of the public security brigade of the County Public Security Bureau, the three vanadium ore trucks were forcibly escorted back to Xiushui County Land and Resources Bureau and detained according to law
upon inquiry, all the six trucks were employed by Liu Weihua, penggu village, Si Town, the county. In 2008, Liu Weihua was investigated for illegal mining, and fled to Gao'an that night after the incident. After persuasion, Liu Weihua went to Xiushui County Bureau of land and resources for investigation on June 22. Finally, 133.6 tons of illegally mined mineral procts were confirmed< The Bureau of land and resources of Xiushui County imposed an administrative penalty on Liu Weihua, including confiscating 133.6 tons of illegally mined vanadium ore, imposing a fine of 36000 yuan, and detaining six vanadium ore trucks for one week
[analysis] this case is a "guerrilla" mining case without license
Article 3 of the mineral resources law stipulates that in mining mineral resources, mining rights must be applied for and approved in accordance with the law, and mining registration must be handled. Without going through any examination and approval proceres, Liu Weihua illegally mined mineral resources, which not only infringed on the state's ownership rights and interests of mineral resources, but also destroyed the local order of mineral resources management. In accordance with the provisions of Article 39 of the mineral resources law, it should be ordered to stop mining, compensate for losses, confiscate mined mineral procts and illegal income, and may also be fined. If it refuses to stop mining, it shall be investigated for criminal responsibility in accordance with the relevant provisions of the criminal law Article 42 of the detailed rules for the implementation of the mineral resources law stipulates that illegal mining without a license shall be subject to a fine of less than 50% of the illegal income
for such "guerrilla" illegal mining in this case, if the investigation finds that the party concerned has violated the law for many times within one year and has not been dealt with, according to the provisions of the interpretation of the Supreme People's Court on Several Issues concerning the specific application of law in the trial of criminal cases of illegal mining and destructive mining, the value of the damage to mineral resources should be accumulated. In this case, the party was dealt with for illegal mining in 2008, and the mining amount can not be calculated cumulatively, but it can be considered that the circumstances are serious, and the amount of property punishment should be increased
seizure of vehicles transporting illegally mined mineral procts is a kind of administrative compulsory measure. In the case investigation, in order to prevent the evidence from moving or losing, according to the provisions of Article 37 of the administrative punishment law, the evidence can be registered and preserved in advance, and the decision to deal with it should be made within 7 days. Therefore, as far as the law enforcement of land and resources is concerned, when the investigation has been completed, the seizure can not be implemented any more, and the seizure of vehicles can not be regarded as an administrative penalty.
upon inquiry, all the six trucks were employed by Liu Weihua, penggu village, Si Town, the county. In 2008, Liu Weihua was investigated for illegal mining, and fled to Gao'an that night after the incident. After persuasion, Liu Weihua went to Xiushui County Bureau of land and resources for investigation on June 22. Finally, 133.6 tons of illegally mined mineral procts were confirmed< The Bureau of land and resources of Xiushui County imposed an administrative penalty on Liu Weihua, including confiscating 133.6 tons of illegally mined vanadium ore, imposing a fine of 36000 yuan, and detaining six vanadium ore trucks for one week
[analysis] this case is a "guerrilla" mining case without license
Article 3 of the mineral resources law stipulates that in mining mineral resources, mining rights must be applied for and approved in accordance with the law, and mining registration must be handled. Without going through any examination and approval proceres, Liu Weihua illegally mined mineral resources, which not only infringed on the state's ownership rights and interests of mineral resources, but also destroyed the local order of mineral resources management. In accordance with the provisions of Article 39 of the mineral resources law, it should be ordered to stop mining, compensate for losses, confiscate mined mineral procts and illegal income, and may also be fined. If it refuses to stop mining, it shall be investigated for criminal responsibility in accordance with the relevant provisions of the criminal law Article 42 of the detailed rules for the implementation of the mineral resources law stipulates that illegal mining without a license shall be subject to a fine of less than 50% of the illegal income
for such "guerrilla" illegal mining in this case, if the investigation finds that the party concerned has violated the law for many times within one year and has not been dealt with, according to the provisions of the interpretation of the Supreme People's Court on Several Issues concerning the specific application of law in the trial of criminal cases of illegal mining and destructive mining, the value of the damage to mineral resources should be accumulated. In this case, the party was dealt with for illegal mining in 2008, and the mining amount can not be calculated cumulatively, but it can be considered that the circumstances are serious, and the amount of property punishment should be increased
seizure of vehicles transporting illegally mined mineral procts is a kind of administrative compulsory measure. In the case investigation, in order to prevent the evidence from moving or losing, according to the provisions of Article 37 of the administrative punishment law, the evidence can be registered and preserved in advance, and the decision to deal with it should be made within 7 days. Therefore, as far as the law enforcement of land and resources is concerned, when the investigation has been completed, the seizure can not be implemented any more, and the seizure of vehicles can not be regarded as an administrative penalty.
10. Postgraate entrance examination topic: China Postgraate Entrance Examination website http://www.chinakaoyan.com/ Postgraate entrance examination gas station http://www.kaoyan.com/ China Ecation Online postgraate entrance examination http://kaoyan.eol.cn/ Postgraate entrance examination ecation network http://www.cne.cn/ Sina ecation postgraate entrance examination Homepage http://e.sina.com.cn/kaoyan/ Tencent postgraate entrance examination http://e.qq.com/y/ Sohu Ecation Postgraate Entrance Examination http://learning.sohu.com/kaoyan.shtml National Colleges and universities in 2010 Introction to postgraate enrollment -- major Catalogue: http://roll.e.sina.com.cn/s_ masterprogram_ All / 3 / index.shtml I didn't take the postgraate entrance examination this year, but I saw that many postgraate entrance examination students didn't know how to take the postgraate entrance examination and how to review and prepare. I was very anxious and always wanted to give them some help. However, some questions were very professional, I didn't know and couldn't answer them correctly. Therefore, I spent several hours collecting the postgraate entrance examination websites of several major websites in China, Hope to help you. It has a brief introction to the research and recruitment of colleges and universities, the postgraate entrance examination process, the examination questions and analysis over the years, the analysis of the postgraate entrance examination outline, the key points of preparing for the examination of various subjects, the time arrangement of examination subjects, the enrollment plans of colleges and universities, the enrollment analysis over the years, and so on. You can go up and find what you want. Some people don't know what they don't understand and like to answer questions randomly, which brings unnecessary trouble to some examinees. Don't trust the irresponsible answers on the Internet. In the end, it's you who suffer. Leave a message on the Internet and ask questions. Their answers are more professional and reliable. Good luck//////
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