ONNX October 2021 Community Meetup, 21 Oct 2021

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From YouTube: 007 ONNX 20211021 Jiang ONNX Boosting PaddlePaddle Deployment in Industry

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LF AI & Data Day - ONNX Community Meeting, October 21, 2021

ONNX: Boosting PaddlePaddle Deployment in Industry

Speaker: Jiajun Jiang (Baidu)

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Hello: everyone: this is jason, a developer of pilot pedo, it's very happy to join onyx workshop meeting again at the last meeting, which was hold this year early. We talked about what pedophile has done with onix, and today I will talk about how onyx help pedopedo's industry partners to get more flexible and high performance deployment.

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First, let's take a brief of pedophile and onyx, as you can see, below. Pedophile is not only a framework, but instead it is a universal and comprehensive, deep learning platform that covers lots of applications.

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We can categorize into four points about its advantages. First of all, pedophile combines both benefits of static graph and dynamic graph provides most easy using api for developers.

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Secondly, pedophile is the first framework in the market that sports large skill training with trillions of parameters. Thirdly, we have high performance influence engines over most the common environments for service mobile devices, iot devices and the javascript browsers.

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Lastly, we have tons of industry leading and social models that are fully open-sourced to developers.

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As a family, member of onyx pylopedal supports exporting model as onyx format by petrotonix. This makes pyropytal also supported by the onyx deployment ecology. In this year we have done a lot of work around onyx for pentatonix, we released a new version.

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More than 160 paid operators are supported and more than 100 networks are supported to export, as onyx formats include our new model. Ppu, v2 and ppocr.

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Also new feature of exporting custom operators is supported. This will enable influence engine do more optimizations for palpato.

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As for the activities, we hold a competition of pedophile hikes on last month and more than 50 operators are developed for pentatonix by other side contributors for corporations this year horizon robotics and chlorine. These two chinese chip manufacturers supported pipeline model deployments by pentatonix and according to the survey of our partners, there are more than 20 industry. Manufacturers have deployed pedophile model in the production system by onyx.

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So just like I said, pedophile has been widely applied in various fields of industry. Here I will introduce one of baidu's application home zone apollo violet parking.

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Pedo has been researching in automatic driving for many years, and this year it officially released the hiv pc the home zone, apollo's violet parking system.

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This artificial intelligence system can learn to automatically parking and calling in most common scenarios, which will absolutely make our life more convenient and, as a pioneer company in china by those hiv-p, has lots of advantages in performance capability and safety over its competing products.

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In order to deploy this system to the car, the research and development team has investigated a variety of hardwares and influence engines and chose onyx ice model format in the end, so why they chosen awnings since onyx is widely supported by most common deep learning frameworks include thing: pedophile, tensorflow and petrus. This will help the team to make more attempts on various technologies also for hiv pc. It has needs to deploy model on different hardwares, and this problem is exactly onyx.

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Can soft not with onyx non-hrap, has been successfully deployed on chips of texas instrument, invention and fpga by different influence engines like ti dl, tensor, rt and pedal light, and as one of onyx features, the team also implement lots of custom operators to adapt more complex models.

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Now we can see hiv pc has lots of advantages over its competitors. If you are interested in this application, you can refer to the links below this slide for more details.

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Also, there are more applications in industry with pedophile and onyx. Due to the time limits, I will not introduce them for more details.

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Finally, all projects are all open sourced on github and welcome to visitor our website for more information. Also, we are looking forward for more cooperations. Please feel free to contact us by this email address.

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Okay, that's all my presentation today, thanks.