From 970 Artificial Intelligence Speaking | With Jarvis to Save the World

Huawei Mate10 evaluation: Speaking of artificial intelligence, many people are stuck in the science fiction movie in the writers imagination, similar to even more than human intelligence machine intelligence will become the main force of the future, whether it is to save the earth, or destroy the earth, Artificial intelligence has more powerful and intelligent than human beings.For example, fans know that Iron Man intelligent system steward Jarvis, Tony can provide information to help Tony control equipment, and even free to control the Iron Man's 35 armor The

Of course, such artificial intelligence is naturally far away from us, but many people do not know is that artificial intelligence has long been entered our lives. 'Artificial Intelligence (Artificial Intelligence), the English abbreviation for AI. It is research, development A new technical science for the simulation, extension and expansion of human intelligence theory, methods, techniques and application systems. "Baidu Encyclopedia of this artificial intelligence to explain. Give a simple example, such as has been popular in the smart phone Of the fingerprint recognition, through the identification system, the machine can simulate the process of human identification, which belongs to a kind of artificial intelligence.

Artificial intelligence is, in a sense, a simulation of human intelligence, so the complexity of human intelligence also determines the breadth of artificial intelligence. In fact, artificial intelligence is a single function in simulating human intelligence, such as vision Perception, auditory perception, etc., and then complex into a more complex intelligent system, such as the previously mentioned intelligent steward Jarvis, want to achieve this intelligent effect, need to be a personal intelligence function of the branch of the combination.

A 'combination' is simple to say, but the actual operation is extremely complex, which is human in the artificial intelligence of the primary stage of exploration one of the reasons.In fact, we are using artificial intelligence equipment every day, such as smart phones. And we are not difficult to find that the recent mobile phone manufacturers are in the main artificial intelligence function.

Recently released Huawei Mate 10 series models, equipped with the unicorn 970 chip integrates the neural network processing unit NPU (Neural Network Processing Unit), its AI computing power compared to four Cortex-A73 core has about 25 times the performance and 50 times the advantages of energy efficiency, you can significantly enhance the mobile phone in the image recognition, voice interaction, intelligent camera and so on. Why is the unicorn 970 NPU will be so magical? Artificial intelligence to achieve the principle of what? Current fever school, we From the unicorn 970 NPU talking about, talk about artificial intelligence AI status and future.

This article belongs to the original article, if reproduced, please specify Source: from 970 artificial intelligence Speaking with Jarvis to save the world http://mobile.zol.com.cn/661/6615797.html

Above is the report on the evaluation of Huawei Mate10 product, on the appearance of Huawei Mate10, screen, camera, battery life, performance and other follow-up content, please continue to pay attention to Zhongguancun online Huawei Mate10 evaluation report.

Planing an unicorn 970 NPU

In order to understand the NPU, you have to know the principle of artificial intelligence. Simply put, the machine's artificial intelligence is a continuous learning process. The machine through the set of algorithms to deal with the perception of information filtering, and Will be processed after the data and database information, meet the conditions to achieve the corresponding function, the sample is saved again to enrich the database. Give a simple example, we use Taobao search the same goods, and then open Taobao will have the corresponding product Recommended, this is a kind of machine learning.

But not all of the machine learning are as simple as Taobao recommendation, such as voice recognition conversion or picture recognition conversion, you need a strong computing power and a huge database support, which in the portable phone is difficult to achieve, so only cloud computing This is like the iPhone Siri voice assistant, there is no networking is unable to work, because it requires the cloud of computing and the implementation of the cloud, Database support, and then came from the cloud output of the results.

Of course, there is no need to calculate the ability of artificial intelligence but no need to rely on cloud computing and database situation, this time in the local direct machine learning.But the local processor is not good at machine learning, this time on The need for a dedicated machine learning unit to achieve higher performance, that is, what we call the neural network computing unit NPU. Before that than the four Cortex-A73 core has about 25 times the performance and 50 times the efficiency of the advantage is Refers to the NPU in machine learning has a higher energy efficiency ratio.

The unicorn 970 NPU performance improvement is mainly reflected in the smart camera, image recognition and voice interaction. Kirin 970 per minute to identify the image of 2005, far more than the same industry level; by combining with AI technology, can more accurately identify Night view, accurate improvement of the image of the night to take pictures.

The Kirin 970 integrates a hardware face detection module to optimize a variety of complex human face scenes for different skin colors, hats, eyes, masks, occlusion, and side faces, based on face detection, both in targeted and improved Face color information and fill light, or face-based face focus on the optimization of the focus, have greatly improved the portrait of the camera experience, bring more real and natural portrait photo effect.

According to Huawei's ideas, the future of Kirin 970 artificial intelligence technology will promote the camera from the 'see, see' stage, and gradually to the 'eye' stage evolution, so that the phone can not only perceive the real world, more intelligent identification of shooting environment, Face, body, objects, and even to identify people's emotions, behavior and action, began to recognize the world.

The current Kirin 970 has also supported AI noise reduction technology, the use of depth learning algorithm, can suppress unsteady noise, enhance voice signals, enhance speech recognition in harsh environments recognition rate, especially for driving scenes, in the fast 120 km / h), the car noise is very large, improve the voice recognition rate.

It is reported that the Kirin 970 equipped with the NPU is the top of the AI ​​chip enterprise Cambrian technology Cambrian 1A processor (Cambricon-1A Processor) after the multi-optimized products.According to Cambrian official information, this AI Chip in the world's first commercial depth of the processor products in 2016 Intel released a variety of neural networks can accelerate the Nervana AI processor, Google also released the same year the ASIC chip TPU, used to accelerate the depth of the neural network.

This article belongs to the original article, if reproduced, please specify Source: from 970 artificial intelligence Speaking with Jarvis to save the world http://mobile.zol.com.cn/661/6615797.html

Above is the report on the evaluation of Huawei Mate10 product, on the appearance of Huawei Mate10, screen, camera, battery life, performance and other follow-up content, please continue to pay attention to Zhongguancun online Huawei Mate10 evaluation report.

The tip AI from the alpha dog

In March 2016, AlphaGo (AlphaGo) to 4: 1 total score over the world champion, professional Jiuqie player Li Shishi. Message, shocked the chess community, but also led to a development of artificial intelligence and human survival The wisdom of the machine is really beyond the human? Human society to the end is not the rule of the machine? Many people do not understand the artificial intelligence can not help such a panic.

In fact, the cutting edge of artificial intelligence is also to rely on machine learning to achieve, which is inseparable from the previously mentioned computing power, algorithms, database.It is reported that defeated Li Shishi AlphaGo contains a total of 1202 CPU and 176 GPU (also The literature that is 1920 CPU and 280 GPU), a huge processor cluster has a huge computing power; AlphaGo rely on the corresponding algorithm for machine learning to establish a database, and Li Shishi before the war and their own game 30 million.

The first generation of AlphaGo is not invincible, and a huge general hardware cluster has brought huge power consumption.It is reported that Google in 2015 data center power consumption of 5.7 billion kwh, equivalent to Beijing 712 million people's electricity consumption The core of high - performance artificial intelligence computing is very important.

At the end of 2016, AlphaGo upgraded version of AlphaGo Master in turn against dozens of human giants, eventually won the 60: 0 perfect record; 2017 May, the new AlphaGo Zero in China Wuzhen Go Summit, to 3-0 defeat And the world's first world chess champion Ke Jie.Also, AlphaGo Zero only took 3 days of self-learning, to defeat the defeat of Li Shishi's AlphaGo, with 40 days of self-learning, and defeated AlphaGo Master.

AlphaGo's continuous evolution of the reasons, can be summed up as two points: First, the evolution of the algorithm, from the initial combination of millions of people chess, and later as long as self-study can become a go master; Second, the core of the evolution of technology, Clean AlphaGo Zero only 4 Google specifically for artificial intelligence research and development of the TPU.

Here, I believe many readers will have such a problem: artificial intelligence so much, and human not to be finished? In fact, take AlphaGo, although its ability to go back has been the culmination, but in the algorithm Under the constraints, it can only come here.For example, you go under the next Goo AlphaGo, you can lift the table, you can also cut off its power, but AlphaGo in the absence of such algorithm settings and hardware Support it does not have the ability to artificial intelligence is only in its specific function more than human beings, but in the diversity of intelligence is far less than human, which is artificial intelligence and human wisdom, the biggest difference lies.

So that the same as the Terminator has its own wisdom of the robot is not necessarily can not be achieved, a single function of artificial intelligence will always overlap with the wisdom of human time, but now it seems not how possible, after all, the volume of hardware in this So that, regardless of whether you want to meet the long-term operation of large-scale artificial intelligence system, it is estimated how to have a battery can accommodate a nuclear reactor.

This article belongs to the original article, if reproduced, please specify Source: from 970 artificial intelligence Speaking with Jarvis to save the world http://mobile.zol.com.cn/661/6615797.html

Above is the report on the evaluation of Huawei Mate10 product, on the appearance of Huawei Mate10, screen, camera, battery life, performance and other follow-up content, please continue to pay attention to Zhongguancun online Huawei Mate10 evaluation report.

Artificial intelligence in the short term development

With the current level of technology, it is difficult to get a robot with the Terminator, but in many areas have achieved a breakthrough, such as home voice assistant, unmanned driving, etc. On the current situation, artificial intelligence and human intelligence and There is no conflict, mature artificial intelligence technology compared to human wisdom has a single work of the specificity and efficiency in the future for a long period of time, human beings have to do is to work with artificial intelligence to achieve higher The efficiency of the work.

In recent years, the voice conversion text is also the fire up, the most representative is the HKUST fly voice input function.People can speak directly to the phone can achieve the conversion of voice to the text, and has a very high recognition rate, The voice conversion on the hammer phone is the technology used to implement it. The seemingly simple functionality is also quite complex, because semantics are complex, and artificial intelligence requires correct judgments of semantics to translate the correct text. Section Dafa fly is the strength of the hammer mobile phone network can still be the local voice text conversion, open the network to identify the correct rate higher.

But in the field of speech recognition, speech recognition is only the primary stage, can only be counted as a basic application, and the further development of the basic application is the most urgent needs, such as Apple's Siri, Ali's day cat wizard X, This kind of intelligent system can get more services through voice, which requires the cloud server mentioned earlier because the large information processing needs the support of the cloud computing, the content service also needs the third party content access.In the third party access At the same time, also produced a commercial value.

The current normal fire unmanned also have to use this cloud service model, the current well-known Google, Baidu R & D unmanned function is to rely on this model, they have a strong computing power cloud server and huge navigation data, So compared to other companies have more unmanned advantages of the development of unmanned advantage is not only to facilitate the driver's driving, but also the deployment of the entire city traffic through the cloud's powerful computing power, you can give each trip The best travel program, which can be more to reduce congestion.

Of course, artificial intelligence in the application of life there are many, such as used in the financial field is well known in the face recognition, used in the medical field of surgical arm, etc., here is not listed one by one.To be sure, There will be more artificial intelligence equipment in the future.

Written at the end

The invention of the steam engine led to the first industrial revolution, so that human society has undergone tremendous changes, and artificial intelligence is also equipped with such a potential, when a complete artificial intelligence system, social productivity will once again by leaps and bounds, the existing social model Will once again change, human life will have earth-shaking changes have to say that the future of artificial intelligence worthy of our expectations.

So for the breakthrough business and entrepreneurs, artificial intelligence will be a good direction, because it has great potential for development, and the times will also be able to seize the tide of artificial intelligence.

This article belongs to the original article, if reproduced, please specify Source: from 970 artificial intelligence Speaking with Jarvis to save the world http://mobile.zol.com.cn/661/6615797.html

Above is the report on the evaluation of Huawei Mate10 product, on the appearance of Huawei Mate10, screen, camera, battery life, performance and other follow-up content, please continue to pay attention to Zhongguancun online Huawei Mate10 evaluation report.