AI technology will become a new driving force for semiconductor development and force the chip industry to change

According to the news, Wang Lin, a partner of Walden International Investment Group, held the keynote speech of “The Semiconductor Industry Pattern and Innovation Opportunities” in the finals and awarding ceremony of the first national IC “Entrepreneurship Core” competition held in Jinjiang, targeting China Semiconductor The opportunities for innovation and entrepreneurship were interpreted.

Wang Lin said that the cottage market in early 2000 gave birth to the innovation and development of China's integrated circuits. Nowadays, the era of cottage dividends is exhausted, and the era of cheap replacement has passed. The customers that IC practitioners need to face have become the world's top players such as Huawei and Xiaomi. Horizontal customers, performance and cost-effectiveness are the key to success. In the future, China's semiconductors will inevitably be driven by innovation and lead the market.

AI technology will become a new driving force for semiconductor development and force the chip industry to change

In the 1960s and 1970s, semiconductors made Silicon Valley in the United States. However, when it comes to Silicon Valley, the first thing that comes to mind is not silicon, not semiconductors. The endorsement of Silicon Valley has gradually changed from semiconductor companies to technology companies such as Google and Apple. At the same time, the growth of the Silicon Valley semiconductor industry has gradually slowed down.

AI technology will become a new driving force for semiconductor development and force the chip industry to change

Despite the fact that the United States and other leading countries in the semiconductor industry are the leaders of the semiconductor industry, the growth rate of the industry is gradually slowing down. However, given their absolute technological superiority, they will rely on their technological innovation to lead the industry in the future; "The status of the country will closely follow the footsteps of the "Boss" and expand its market. For China, which vigorously promotes the development of the integrated circuit industry, it is in a special era of integration of the four major factors of market, talent, government and finance. Wang Lin believes that if the semiconductor industry practitioners and entrepreneurs in China can seize this opportunity, the chances of success will be great.

AI technology will become a new driving force for semiconductor development and force the chip industry to change

From a market perspective, on the one hand, China has huge market space, on the other hand, there are mature markets such as power supply and radio frequency, the main battlefield of smart phones, and emerging markets such as IoT and AI. Wang Lin said that AI technology represented by deep learning of neural networks will become a new driving force for semiconductor development and bring about industrial changes.

The amount of data growth is much faster than the computing performance boosted by the processor's Moore's Law. Artificial intelligence brings a new market and forces the chip industry to change.

For example, AlphaGo Fan uses 176 GPUs for training and reasoning, while the second generation AlphaGo Lee uses only 48 first-generation TPUs. With Google TPU upgraded to second generation, AlphaGo Master and AlphaGo Zero only use It is 4 TPUs. Google TPU has entered the third generation, Google I / O on the heavyweight introduced the performance of TPU 3.0, its capacity is 8 times last year, the performance reached 100 petaflops. Maybe everyone has no idea about "100 petaflops", let's take a brief comparison. It is reported that the latest computing power of 16 NVIDIA GPUs is 2 petaflops.

AI technology will become a new driving force for semiconductor development and force the chip industry to change

Under the impetus of AI, the giants are changing, and at the same time, they have also spawned a number of new generation IC companies, such as local IC companies, Shenjian Technology, Cambrian, Horizon, Bitland, etc.

Wang Lin believes that outside the AI ​​market, the new energy, networking, intelligent, and shared automotive market will become the next huge semiconductor application platform.

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