Force driven intelligence
Publish: 2021-03-25 14:27:06
1. It's very high. I've worked in the same instry
2.
The types of chips that provide computing power for AI include GPU, FPGA and ASIC
GPU is a kind of microprocessor specialized in image operation on personal computers, workstations, game machines and some mobile devices (such as tablet computers, smart phones, etc.). It is similar to Cu, except that GPU is designed to perform complex mathematical and geometric calculations, which are necessary for graphics rendering
FPGA can complete any digital device function chip, even high-performance CPU can be implemented with FPGA. In 2015, Intel acquired the FPGA long alter head with us $16.1 billion. One of its purposes is to focus on the development of FPGA's special computing power in the field of artificial intelligence in the future
ASIC refers to the integrated circuits designed and manufactured according to the requirements of specific users or the needs of specific electronic systems. Strictly speaking, ASIC is a special chip, which is different from the traditional general chip. It's a chip specially designed for a specific need. The TPU that Google recently exposed for AI deep learning computing is also an ASIC
extended data:
chips are also called integrated circuits. According to different functions, they can be divided into many kinds, including those responsible for power supply voltage output control, audio and video processing, and complex operation processing. The algorithm can only run with the help of chips, and because each chip has different computing power in different scenarios, the processing speed and energy consumption of the algorithm are also different. Today, with the rapid development of the artificial intelligence market, people are looking for chips that can make the deep learning algorithm perform faster and with lower energy consumption
3. The strength of the company is very big, not bad
4. The view of tenth power computing power leasing platform: as for whether computing power is used to rent, it depends on the conditions of the enterprise. Large enterprises with relatively strong strength can usually purchase a large amount of hardware and software to establish their own computing power centers< However, at present, many small and medium-sized enterprises are still facing the situation of "insufficient computing power, high cost and difficult to obtain". In addition, the demand of some enterprises for computing power is often flexible. If they create their own computing power center, they need to spend a lot of money, and they are also facing problems such as insufficient scalability and low efficiency. Therefore, in view of this situation, many enterprises will give priority to "renting computing power".
5. 1) At present, intelligent speakers are put in the cloud to do NLP because the knowledge map and computing power required by the question answering system can not be realized locally. 2) most of the A7 and A53 chips used in the current speakers. 3) according to the local home kit released by Google and Xiaoai teacher released by Xiaomi, there is no problem for A53 to realize local ASR, and some simple It can be expected that NLP in limited fields can execute the corresponding answer / command. 4) if it is a floor sweeping robot, a7 and A53 can be competent if it only needs simple command words. 5) the requirements for the main control chip are mostly determined by the requirements of the application scenario, and the accuracy and anti-interference ability determine the requirements for the chip; If it is a low-power scenario, such as the wake-up and command word functions of TWS headphones, it can be realized with Apollo 2 / 3 of ambiqmicro. If the floor sweeping robot is not sensitive to cost and has high performance requirements (with great noise), then the general MCU is not necessarily suitable. You can consider A7 and A53
6. AI has a lot to do with computing power. The driving force to promote the development of artificial intelligence is algorithm, data and computing power. These three elements are indispensable, which are the necessary conditions for the achievement of artificial intelligence
in terms of computing power, we know that after we have data, we need to train and train constantly. Because it's not good to train the training set from the beginning to the end. It's just like saying a truth to a child. I'm sure I won't learn it again, except for the prodigy who never forgets. In addition to training, AI actually needs to run on hardware and reasoning, all of which need computing support
so artificial intelligence must have computing power, and with the development of more and more intelligence, more and stronger computing power is needed.
in terms of computing power, we know that after we have data, we need to train and train constantly. Because it's not good to train the training set from the beginning to the end. It's just like saying a truth to a child. I'm sure I won't learn it again, except for the prodigy who never forgets. In addition to training, AI actually needs to run on hardware and reasoning, all of which need computing support
so artificial intelligence must have computing power, and with the development of more and more intelligence, more and stronger computing power is needed.
7.
8. Laibin Municipal Public Security Bureau aims at the goal, focuses on the problems, makes accurate efforts, cultivates "intelligent policing", innovates the policing mechanism, and creates an enhanced version of "Laibin sample", realizing the goals of police transformation, team improvement, social stability, and people's satisfaction, and achieving good results in horizontal comparison and vertical comparison. In 2016, Laibin city ranked third in the region in terms of people's sense of security<
1. In 2016, Laibin public security organ was deeply engaged in the main business of public security, and achieved good results through measures such as prevention and control<
a series of special operations such as "Shenjian No.1" and "Shenjian No.2" were organized to severely crack down on illegal and criminal activities in the fields of "theft, robbery and deception", "pornography, gambling and drugs", "dangerous guns and explosives" and food, medicine and environmental protection, and achieved "nine increases" and "four 100%" in the overall criminal case detection rate, robbery case detection rate and homicide case detection rate (i.e., 100% detection of 28 current homicide cases We have achieved good results in cracking criminal cases involving guns and explosives, investigating cases supervised by the public security department, and arresting people at large supervised by the public security department. We have successively cracked 9 cases of ministry supervision and 23 cases of department supervision, including the "1.01" pyramid selling project, "3.8" mega drug manufacturing case, "9.01" mega Internet gambling case, "3.28" tobacco related case. In the aspect of three-dimensional prevention and control, we have achieved the goal of "eight rections and one increase" in the number of criminal cases, eight categories of major criminal cases, robbery cases, fraud cases, theft cases, robbery cases, homicide cases and public security cases
"under the high pressure of the public security organs, the cases of" two robberies "have decreased significantly. Last year, there were 233 days of zero cases of "two robberies" in the urban area of Laibin City, an increase of 29 days over the previous year. " Li Shi, deputy secretary of the Party committee, deputy director and Secretary of the Discipline Inspection Commission of Laibin Public Security Bureau, said<
behind his outstanding achievements is a "great division in Central Guangxi". In 2016, a total of 1 collective and 1 indivial won provincial and ministerial level commendation, 12 collective and 17 indivial won department level commendation, 14 collective and 43 indivial won municipal level commendation, 1 collective won collective second class merit, 8 collective won collective third class merit, 39 collective awards, 6 police won indivial second class merit, 57 police won indivial third class merit, 195 policemen won indivial awards<
2 cultivate intelligent policing with the wings of science and technology
the lack of police force is a tough injury. In the reality of more cases and fewer people, Laibin public security innovates policing mechanism, demands police force from science and technology, demands police force from wisdom, compresses crime space, and creates a safe and harmonious environment
in 2016, Laibin Municipal Public Security Bureau, in order to play a good role in science and technology warfare, information warfare and synthetic warfare, on the basis of continuously improving the equipment, functions and systems of the Municipal Bureau's synthetic warfare command center, promoted the construction of county-level synthetic warfare system, and correspondingly set up a synthetic warfare room led by criminal investigation, making it a "one-stop" command platform for case detection
on April 18, 2016, a series of telephone fraud cases occurred in Laibin City on the ground of "tax refund for house purchase", resulting in the loss of more than 120000 yuan. In order to detect cases as soon as possible and rece the losses of the masses, the Laibin City Public Security Bureau gathered the series of cases into the synthetic operations command center, and combined with scientific means and traditional investigative techniques, quickly locked 3 suspect suspects and seized 3 suspects in Ruijin, Jiangxi Province in April 29th. Subsequently, the combined operations command center arrested 8 gang members suspected of fraud in Xiamen City, Fujian Province on June 8
according to statistics, in 2016, the Laibin City public security organs cracked 1673 criminal cases through the synthetic operation platform, accounting for 62.6% of the total number of cases, and arrested 1035 suspect persons, accounting for 54.15% of the total number of arresting cases. Assisting the police in other places to study and judge 143 cases, searching 316 cables, and arresting 87 suspects at large. More than 50 major cases such as "Chen's telecom network fraud", "Qin's highway robbery" have been detected
Laibin Municipal Public Security Bureau dares to taste the crabs, and strives to build the portrait recognition Laboratory of the Public Security Department of the autonomous region in Laibin, and build a platform and database for receiving cases, inputting information, examining and approving cases, video image management and other functions in the public security intranet
at present, Laibin Public Security Bureau has built a portrait database of 11.3 million permanent residents in Guangxi and 1 million key people in other provinces. It uses big data to quickly compare the portrait and determine the identity of personnel. It has achieved remarkable results in the investigation of new network (Communication) crime cases and multiple robbery and deception cases, and improved the efficiency of solving cases, It reces the cost of handling cases. Since its operation, the system has successfully used image comparison to determine the real identities of more than 100 suspects, and assisted in the investigation of more than 60 major cases inside and outside the District, involving more than 10 million yuan
technology is combat effectiveness. Laibin City Public Security Bureau "three in one" system based on the modern police command platform, police, alarm and other resources in the "one map" marked positioning, police command to achieve intelligent, flat, visual, truly "police follow the police situation", to achieve social security prevention and control precise deployment, accurate strike and dynamic adjustment. The "intelligent management and control system for electric vehicles" has been developed to effectively prevent and rece the occurrence of theft of electric vehicles, which has been praised by the masses
3 based on public security reform and innovation of police mechanism
since September 2016, Laibin citizens suddenly found that there were more policemen directing traffic on the street, and the traffic order was relatively orderly. This benefits from the deepening reform of police mechanism
the reform is a fine tradition of Laibin public security. Due to the shortage of police force and limited funds, Laibin public security is forced to innovate the police mechanism and give full play to the limited police force
in January 2011, Laibin Municipal Public Security Bureau integrated all kinds of police and set up an urban police detachment, which greatly promoted the maintenance of urban social order and street traffic, and became a "guest sample" of police mechanism reform
with the economic development of Laibin, the expansion of urban area and the substantial increase of car ownership, the original mechanism has been unable to meet the needs of society. In order to better play the role of the urban police detachment and create a better traffic environment for the public, Laibin Public Security Bureau assigned the first traffic police detachment in charge of urban traffic management to the urban police detachment in September 2016 to further improve the traffic management ability and level of the main urban area. After the reform, the detachment gave full play to its functions and investigated 2628 traffic violations, an increase of 54.86% year on year; The death toll in urban traffic accidents decreased by 75%. According to the survey, 85% of the public think that the rate of seeing the police and managing affairs has increased significantly, and 75% of the public think that the urban road traffic order has improved significantly
Network (Communication) fraud is emerging in endlessly, which brings unstable factors to the society, and the masses reflect strongly. On December 29, Laibin Public Security Bureau's anti false information fraud center was set up to declare war on false information fraud cases. By using big data platform and other intelligent police systems, it has achieved good results in blocking blocks, receiving and dealing with police quickly, striking fast, stopping payment fast and early warning fast, so as to effectively protect the property safety of the people
in addition, Laibin Municipal Public Security Bureau innovates the management of special personnel, and solves the problems of admission and treatment of special personnel such as drug-related persons with serious diseases, injured persons involved in cases, and mental patients causing trouble by establishing special medical districts. All kinds of cases in Xingbin District, where public security was once trapped, have decreased by a large margin, and robbery cases have decreased by 37.28%. We have innovated the prison work law, actively carried out the socialization of detention center management ecation, ecated and transformed a number of illegal personnel, effectively resolved a number of social contradictions, and achieved good legal and social effects. Last year, Laibin detention center successfully entered the detention center to resolve 30 social conflicts. The detention center of Xiangzhou County was rated as the "law enforcement demonstration unit of public security organs in the whole region"
source: Ping An guests
1. In 2016, Laibin public security organ was deeply engaged in the main business of public security, and achieved good results through measures such as prevention and control<
a series of special operations such as "Shenjian No.1" and "Shenjian No.2" were organized to severely crack down on illegal and criminal activities in the fields of "theft, robbery and deception", "pornography, gambling and drugs", "dangerous guns and explosives" and food, medicine and environmental protection, and achieved "nine increases" and "four 100%" in the overall criminal case detection rate, robbery case detection rate and homicide case detection rate (i.e., 100% detection of 28 current homicide cases We have achieved good results in cracking criminal cases involving guns and explosives, investigating cases supervised by the public security department, and arresting people at large supervised by the public security department. We have successively cracked 9 cases of ministry supervision and 23 cases of department supervision, including the "1.01" pyramid selling project, "3.8" mega drug manufacturing case, "9.01" mega Internet gambling case, "3.28" tobacco related case. In the aspect of three-dimensional prevention and control, we have achieved the goal of "eight rections and one increase" in the number of criminal cases, eight categories of major criminal cases, robbery cases, fraud cases, theft cases, robbery cases, homicide cases and public security cases
"under the high pressure of the public security organs, the cases of" two robberies "have decreased significantly. Last year, there were 233 days of zero cases of "two robberies" in the urban area of Laibin City, an increase of 29 days over the previous year. " Li Shi, deputy secretary of the Party committee, deputy director and Secretary of the Discipline Inspection Commission of Laibin Public Security Bureau, said<
behind his outstanding achievements is a "great division in Central Guangxi". In 2016, a total of 1 collective and 1 indivial won provincial and ministerial level commendation, 12 collective and 17 indivial won department level commendation, 14 collective and 43 indivial won municipal level commendation, 1 collective won collective second class merit, 8 collective won collective third class merit, 39 collective awards, 6 police won indivial second class merit, 57 police won indivial third class merit, 195 policemen won indivial awards<
2 cultivate intelligent policing with the wings of science and technology
the lack of police force is a tough injury. In the reality of more cases and fewer people, Laibin public security innovates policing mechanism, demands police force from science and technology, demands police force from wisdom, compresses crime space, and creates a safe and harmonious environment
in 2016, Laibin Municipal Public Security Bureau, in order to play a good role in science and technology warfare, information warfare and synthetic warfare, on the basis of continuously improving the equipment, functions and systems of the Municipal Bureau's synthetic warfare command center, promoted the construction of county-level synthetic warfare system, and correspondingly set up a synthetic warfare room led by criminal investigation, making it a "one-stop" command platform for case detection
on April 18, 2016, a series of telephone fraud cases occurred in Laibin City on the ground of "tax refund for house purchase", resulting in the loss of more than 120000 yuan. In order to detect cases as soon as possible and rece the losses of the masses, the Laibin City Public Security Bureau gathered the series of cases into the synthetic operations command center, and combined with scientific means and traditional investigative techniques, quickly locked 3 suspect suspects and seized 3 suspects in Ruijin, Jiangxi Province in April 29th. Subsequently, the combined operations command center arrested 8 gang members suspected of fraud in Xiamen City, Fujian Province on June 8
according to statistics, in 2016, the Laibin City public security organs cracked 1673 criminal cases through the synthetic operation platform, accounting for 62.6% of the total number of cases, and arrested 1035 suspect persons, accounting for 54.15% of the total number of arresting cases. Assisting the police in other places to study and judge 143 cases, searching 316 cables, and arresting 87 suspects at large. More than 50 major cases such as "Chen's telecom network fraud", "Qin's highway robbery" have been detected
Laibin Municipal Public Security Bureau dares to taste the crabs, and strives to build the portrait recognition Laboratory of the Public Security Department of the autonomous region in Laibin, and build a platform and database for receiving cases, inputting information, examining and approving cases, video image management and other functions in the public security intranet
at present, Laibin Public Security Bureau has built a portrait database of 11.3 million permanent residents in Guangxi and 1 million key people in other provinces. It uses big data to quickly compare the portrait and determine the identity of personnel. It has achieved remarkable results in the investigation of new network (Communication) crime cases and multiple robbery and deception cases, and improved the efficiency of solving cases, It reces the cost of handling cases. Since its operation, the system has successfully used image comparison to determine the real identities of more than 100 suspects, and assisted in the investigation of more than 60 major cases inside and outside the District, involving more than 10 million yuan
technology is combat effectiveness. Laibin City Public Security Bureau "three in one" system based on the modern police command platform, police, alarm and other resources in the "one map" marked positioning, police command to achieve intelligent, flat, visual, truly "police follow the police situation", to achieve social security prevention and control precise deployment, accurate strike and dynamic adjustment. The "intelligent management and control system for electric vehicles" has been developed to effectively prevent and rece the occurrence of theft of electric vehicles, which has been praised by the masses
3 based on public security reform and innovation of police mechanism
since September 2016, Laibin citizens suddenly found that there were more policemen directing traffic on the street, and the traffic order was relatively orderly. This benefits from the deepening reform of police mechanism
the reform is a fine tradition of Laibin public security. Due to the shortage of police force and limited funds, Laibin public security is forced to innovate the police mechanism and give full play to the limited police force
in January 2011, Laibin Municipal Public Security Bureau integrated all kinds of police and set up an urban police detachment, which greatly promoted the maintenance of urban social order and street traffic, and became a "guest sample" of police mechanism reform
with the economic development of Laibin, the expansion of urban area and the substantial increase of car ownership, the original mechanism has been unable to meet the needs of society. In order to better play the role of the urban police detachment and create a better traffic environment for the public, Laibin Public Security Bureau assigned the first traffic police detachment in charge of urban traffic management to the urban police detachment in September 2016 to further improve the traffic management ability and level of the main urban area. After the reform, the detachment gave full play to its functions and investigated 2628 traffic violations, an increase of 54.86% year on year; The death toll in urban traffic accidents decreased by 75%. According to the survey, 85% of the public think that the rate of seeing the police and managing affairs has increased significantly, and 75% of the public think that the urban road traffic order has improved significantly
Network (Communication) fraud is emerging in endlessly, which brings unstable factors to the society, and the masses reflect strongly. On December 29, Laibin Public Security Bureau's anti false information fraud center was set up to declare war on false information fraud cases. By using big data platform and other intelligent police systems, it has achieved good results in blocking blocks, receiving and dealing with police quickly, striking fast, stopping payment fast and early warning fast, so as to effectively protect the property safety of the people
in addition, Laibin Municipal Public Security Bureau innovates the management of special personnel, and solves the problems of admission and treatment of special personnel such as drug-related persons with serious diseases, injured persons involved in cases, and mental patients causing trouble by establishing special medical districts. All kinds of cases in Xingbin District, where public security was once trapped, have decreased by a large margin, and robbery cases have decreased by 37.28%. We have innovated the prison work law, actively carried out the socialization of detention center management ecation, ecated and transformed a number of illegal personnel, effectively resolved a number of social contradictions, and achieved good legal and social effects. Last year, Laibin detention center successfully entered the detention center to resolve 30 social conflicts. The detention center of Xiangzhou County was rated as the "law enforcement demonstration unit of public security organs in the whole region"
source: Ping An guests
Hot content