Car NVIDIA deep Learning Platform. CES 2016

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  • NVIDIA DRIVE PX2, deep learning for automotive 


    NVIDIA Deep learning


    Capabilities NVIDIA DRIVE™ PX 2

    NVidia launched NVIDIA DRIVE™ PX 2 platform for in car AI deep learning. This processor is capable to  understand data from 4 x lidar detectors, 4 x fisheye cameras, 2 x narrow field cameras and GPS in real time. This NVIDIA's advanced GPUs are intended to handle 360 degree situations around the car from large amount of sensors data.
    As official sources remark, The Drive PX2 provides super power equivalent to 150 MacBook Pros, which is really something impressive.

    DRIVE™ PX 2 specifications

    Platform is based on two next-generation Tegra processors and two special discrete GPU Pascal architecture, which is optimized for deep learning math acceleration up to 24 trillion operation over neural net per second. This power is capable to handle data from all the sensors at the same time in real time critical applications. Those 24 teraflops power can handle surround 365 view, pedestrian detection, smart collision control, traffic monitoring and driver state monitoring at the same time.

    Brief about Pascal architecture


    smart car Deep learning This GPU unit is capable to operate with half precision floating point format at 16-bit floating point accuracy at twice the rate than in case of 32-bit floating point accuracy. This is beneficial for the two key neural network parts, classification and convolution.   

    3D memory is another key element of Pascal which provide 3x the bandwidth and the buffer capacity of previous Maxwell architecture. This feature is capable operate with deeper neural network. 

    The last big think is NVLink which is communication bus that transfer date between GPU and CPU 5x up to 12x faster than PCI-Express. 


    Read more Here Nvidia News





    2 comments:

    1. These type of car software and learning program really help the beginners. I read great reviews regarding these type of learning program.

      ReplyDelete
    2. The software is useful. It will help people drive more safely. Thank you for sharing!

      ReplyDelete

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