Thursday , June 24 2021

Intel Neural Computing Stick 2, Start Without AI, Deep Learning Without Cloud



Intel has released the next version of the Neural Compute Stick, a simple USB device that can greatly accelerate AI processing and deep learning inference for consumer PCs. Aim for use cases where neural networks must be deployed without connecting to cloud-based computing resources. The new Neural Compute Stick 2 uses the Intel Movidius Myriad X VPU (visual processing unit). In 2016, Intel acquired Movidius, a computer vision processing venture. The device costs $ 99 (about $ 7,137).

The Neural Compute Stick 2 is slightly larger than the thumb drive and connects to a standard USB 3.0 port. This device has no fans and requires no additional power. It can be used with pre-trained neural networks for smart cameras, IoT devices, robotics, unmanned aerial vehicles and VR hardware. You can also use it to test the AI ​​model at "edge". This means that it is not possible to send fast processing or sensitive data to a remote server on a local system other than the cloud. Intel saw a demo of its first-generation Neural Compute Stick, which previously recognized and categorized people and objects in the video generation in real-time. This game can be used for traffic management when security applications or traffic latency are critical. There is.

Intel claims to offer up to eight times better performance in certain situations with Neural Compute Stick 2 compared to previous versions. The Myriad X VPU has a dedicated neural computing engine, 16 programmable computing cores, and logic to handle dual 720p video streams. The device now works on Linux on standard PC or Raspberry pie computers, but Intel said support for Windows ML will soon be available. The Tensorflow and Caffe frameworks are supported and Intel deploys its own version of the OpenVino Toolkit to accelerate computer vision performance.

According to Intel, 43% of AI work should be processed on non-cloud edges by 2023, and the number of edge devices supporting AI processing is expected to increase by 15 times. The company expects future AI capabilities to be an important part of the client PC workload. According to the company's research, almost 70% of Indian companies can distribute artificial intelligence by 2020.

In addition to acquiring Movidius, Intel has acquired AI start Nervana Systems and in-depth learning company Vertex.AI over the past few years. Intel recently announced a $ 1 billion artificial intelligence processor in 2017. The company recently hosted the AI ​​DevCon conference in Bengaluru to train more than 99,000 Indian students, teachers and developers in AI, Improved accessibility of artificial intelligence development tools.

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