Speaking of AI is inseparable from Alphago. But from a technical point of view, the real breakthrough actually comes from the algorithm. The innovation of Alphago algorithm can be divided into offline training and online chess. The off-line training is a strategy network based on the global feature depth convolutional network, which optimizes and corrects the network parameters by enhancing learning, and uses the value network to judge the probability of winning and losing; As for the online part, the core lies in the Monte Carlo algorithm.
Do not be "deep convolutional network", "Strategic Network", "Value network", "Neuron Network", "Monte Carlo algorithm" and other professional words of the scare, white is to apply the algorithm to go chess, and made a breakthrough. In fact, there are many similar algorithms, such as Caffe, TensorFlow, Torch, Theano, mxnet, and so on, there are almost 20~30 kinds of public algorithms. We use the "open algorithm" for characteristic data, and through machine learning, we look at the parameters and variables that affect the results, and for experienced professionals, you can gain insight into the relationship between results and variables to seek breakthroughs.
Which algorithms are suitable for which types of applications? This does not have an accurate answer, and requires the collaboration of AI experts, distributed computing experts, network and storage system experts, and application experts to seek breakthroughs. Alphago's success, is the algorithm, machine learning in the game of chess breakthrough, but also for the application of artificial intelligence to push a new window, the technology analogy to business application innovation, there are more magical waiting to create, this is an opportunity.
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? hardware configuration Features
6-core *4.8ghz~18 core 4ghz+gpu+ Max 28TB SSD+10TB Storage
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?? Configuration Specification Table
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In mobile computing applications, with professional, precise, efficient as the principle, to provide the most advanced, rich mobile computing hardware configuration scheme
(1) Geological monitoring, land surveying and mapping, urban planning, natural disasters and other fields
Geological data collection and processing, aerial imagery remote sensing image processing, UAV Tilt Photography Modeling (P370 or P490)
(2) Defense and Military fields
Military Command Control (P360T), high-speed Intelligent image analysis (P620 or p490m) for three-dimensional GIS
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(4) Internet, network communication field
Network testing and monitoring, dedicated data tracking, monitoring and password decoding analysis (P360 or P370)
(5) Broadcasting and television field
Live broadcast TV video recording and post-processing, mobile video effects design (p490m)
(6) Cloud application field
Mobile Private cloud Storage (p360m), cloud sharing, private cloud/virtual graphics workstations (P490)
(7) Industrial measurement field
field data acquisition, data processing, measurement analysis and calculation (P490E)
(8) Financial and Big data analysis
On-site Big Data modeling, real-time financial Analysis (p490m)
(9) Oil, electricity and other energy fields
Data acquisition and processing of geological prospecting, power system monitoring and simulation
(10) Industrial design, Manufacturing engineering
Mobile three-dimensional CAD, architecture, modelling design, CAE Simulator (P360 or P490)
Mobile AI Smart Super Portable workstation