August 12th was the first day of the CCF-GAIR Global Artificial Intelligence and Robotics Summit organized by Lei Feng. Many top representatives from academia and industry shared their latest developments in their respective fields in Shenzhen today. Thinking. This article is a summary of the speeches and interviews of Kingsoft Software and Jinshan Cloud CEO Zhang Hongjiang from Lei Feng Network (search "Lei Feng Net" public concern) . In the interview, Zhang Hongjiang told the media, "At present, Jinshan Cloud uploads more than 300T of data each day. This amount of data is already the boss of public cloud storage in China."
Zhang Hongjiang believes that the maturity of artificial intelligence depends on three core assets: data volume, computing resources, and algorithms. Today's large-scale data generated daily on the Internet and mobile Internet has brought new dividends to artificial intelligence. He gives examples:
In early 2015, more than 100 million pictures were uploaded daily from Xiaomi’s mobile phone. In the WeChat circle of friends, the daily exchange of pictures is 1 billion (quoted from Ma Huateng's external representation).
What is the concept of 1 billion pictures? Twenty years ago, China consumed 4 billion films a year, and now WeChat alone can generate data of the same size in 4 days.
Because of the huge amount of data, training tasks that were considered impossible to accomplish in the practice of neural networks have become easier today.
The New York Times reported in 2011 that in order to identify a cat face, it requires 16,000 processor calculations and 10 million photos of data resources. For the academic research at that time, to achieve this figure had to use the power of wildness, and now it has become a piece of cake.
AlphaGo obtained 3,000 data from the match with the human 6-9 player before the game and used it to train. At the same time, he obtained more than 30 million points in his own match. When AlphaGo officially played chess, the system required more than 1900 CPUs and more than 280 GPUs.
Zhang Hongjiang said that the second benefit of using cloud services is that users can use almost inexhaustible computing resources without having to pay the idle cost for owning these computing resources.
After All in Cloud Services, what does Kingsoft Cloud want to do? Chairman Jinshan Lei Jun has repeatedly mentioned on various occasions that Kingsoft wants All in Cloud Services. In December 2014, Jinshan announced that it would invest $1 billion in cloud services, followed by Jinshan Group's investment in Century Connect, and at the same time investing funds into Jinshan Cloud as an investment + loan.
In 2015, Zhang Hongjiang mentioned that the challenge Jinshan Cloud once faced was that cloud services could break through “technical barriers, engineering barriers (scale barriers), and service barriers.†Today, the amount of data uploaded daily exceeds 300T. Jinshan Cloud has already been “pretty large.†Zhang Hongjiang responds to new challenges by responding to market demands quickly enough. “When the first wave of fruits is finished, (the next step) these companies Often referred to as traditional industries, traditional companies are not as easy to educate as compared to Internet companies, and their businesses themselves sometimes lead them to rely more on self-built IT, such as banks."
Zhang Hongjiang said that Jin Shanyun’s current guiding idea is to provide PaaS services based on the needs of the industry based on the IaaS service. It will not specifically analyze the data of an industry, but it will create some capabilities for customers: for example, in the video. In the field of video codec technology, video beauty technology. Zhang Hongjiang said that general-purpose artificial intelligence with the capabilities of Reasoning and Problem Solving has not come yet.
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