Baidu chief scientist Andrew Ng said recently that the enhancement of computer hardware capabilities will provide the impetus for the further development of artificial intelligence (AI). Therefore, the current round of AI heat will not be as short-lived as before, and "AI Winter" may not appear again.
At present, the development of artificial intelligence is in full swing. Researchers have released the latest progress in the field of AI at a dizzying speed. Many companies have established their own professional AI team as quickly as possible. Given the history of AI development in the past, one cannot help but ask: Can this glorious scene continue?
Wu Enda, chief scientist, machine learning and AI expert at Baidu Research Institute, said that in the foreseeable future, improvements in computer processor design will bring about performance improvements and breakthroughs, which will provide impetus for the further development of AI. He said: "A number of hardware vendors have shared their product roadmaps with us. To be sure, they are trustworthy, and we will have more computing power and faster networks in the next few years."
AI has experienced rapid development and over-promotion in the past, but it has cooled down quickly, and the amount of investment and people's interest has plummeted. It is called “AI Winterâ€. The first winter of AI appeared in the 1970s, when the technology slowed down and the government invested. Another cold winter occurred in the 1980s because AI failed to achieve the expected commercial impact.
Next, AI has seen this current boom, mainly due to the rapid development of machine learning technology . Nowadays, major companies have set up AI research teams, and hired AI researchers to conduct basic research with high salaries, hoping to achieve major business breakthroughs.
Thanks to the development of the “deep learning†system, AI has made remarkable progress in recent years. Beginning a few years ago, researchers have found that "labeled examples" can be used to train very large or very deep neural networks that allow them to identify things with near-human accuracy. Today, the technology is making amazing advances in areas such as image and speech recognition.
Wu Enda said that these systems will only become stronger. Not only can the accuracy of current deep learning tools be improved, but it can also be applied to other new areas such as analytics and generative languages. In addition, advances in hardware will also power the development of emerging AI technologies.
Wu Enda said: "If the hardware computing power is increased by 10 times, you can carry out many experiments I want to do." For example, more powerful computing power will allow us to build a single algorithm to perform various image-related tasks, instead of the current situation, Use a bunch of different image processing algorithms.
On Wednesday, the 2016 Neurological Information Processing System Deep Learning Conference was held in Barcelona, ​​bringing together AI experts from around the world. A few years ago, the conference was attended by only a few hundred people, and this year's participation exceeded 6,000, highlighting the strong interest in AI.
Wu Enda said: "There must be some exaggeration here, but I believe that this time the AI ​​fever has real value and will not be as short-lived as in previous years."
Richard Socher, chief scientist, machine learning and linguist at Salesforce, said that the vast amount of data available, as well as advances in machine learning algorithms, will drive AI to move forward.
Socher also said that the current machine learning technology is limited to some applications launched by a few large enterprises in the consumer market, and the expansion of the technology into a wider field will bring greater influence. He said: "If Salesforce's 150,000 corporate customers increase their operational efficiency by 1% through machine learning technology, then the US's GDP will increase significantly."
Soher believes that the application of machine learning in all walks of life will ensure that AI maintains sufficient market interest. He said: "Even if there is, the winter of AI will not be so cold.
ASUS ROG Strix GeForce RTX 2080 Super Advanced Overclocked 8G GDDR6 HDMI DP 1.4 USB Type-C Gaming Graphics Card (ROG-STRIX-RTX-2080S-A8G)
Description:
The ROG Strix GeForce RTX 2080 teams up NVIDIA's A-list GPU with an elite cast of specialists, setting the stage for epic gaming action. Gargantuan power delivery provides the muscle to push overclocking boundaries, while cooling that's honed to perfection keeps the spotlight squarely on Turing's performance. And with an arsenal of utilities that allow you to customize and tweak this extreme hardware, you call the shots.
Features:
- NVIDIA TURING: ROG GeForce RTX graphics cards are powered by the Turing GPU architecture and the all-new RTX platform. This gives you up to 6X the performance of previous-generation graphics cards and brings the power of real-time ray tracing and AI to games
- DirectX 12: Power new visual effects and rendering techniques for more lifelike gaming
- 4K: Step up to the ultimate 4K gaming experience with GeForce RTX and enjoy today`s biggest games in amazing detail
- Axial-tech Fans feature an all-around better design and IP5X dust resistance
- 2.7-Slot Design expands cooling surface area by over 20% compared to last gen
- MaxContact Technology allows 2X more contact with the GPU chip for improved thermal transfer
- Auto-Extreme Technology uses automation to enhance reliability
- Super Alloy Power II includes premium alloy chokes, solid polymer capacitors, and an array of high-current power stages to fuel Turing`s cores
- ASUS FanConnect II equips 2 hybrid-controlled fan headers for optimal system cooling
Axial-tech Fans:
To keep Turing's temperatures under tight control, we've brought a larger cooler to the table, which necessitates a more powerful and efficient fan that must maintain a whisper-quiet acoustic profile. Axial-tech meets these three design challenges by implementing our latest innovations for fan performance. We've reduced the size of the fan's hub to allow for longer blades and added a barrier ring that increases structural integrity and downward air pressure through the ROG Strix GeForce RTX 2080's heatsink array. And we've also implemented IP5X dust resistance to seal the fan's internals from particle ingress to keeps things running smoothly. The new design allows Axial-tech fans to shift more air and spin at higher speeds without increasing noise levels.
DirectX 12 Ultimate
DirectX 12 Ultimate is the newest version of the API and new gold standard for the next-generation of games. DirectX 12 Ultimate takes games to a whole new level of realism with support for ray tracing, mesh shaders, variable rate shading, and sampler feedback. GeForce RTX is the first and only PC platform with support for these game-changing features.
nvidia geforce rtx 2080 ti,geforce rtx 2080,geforce rtx 2080 ti,nvidia geforce rtx 2080
Yixin Technology Co.,Ltd , https://www.ethereumsmining.com