XDL Framework: Delivering powerful Performance for Large-scale Deep Learning Applications
▻https://hackernoon.com/xdl-framework-delivering-powerful-performance-for-large-scale-deep-learn
The Alibaba tech team open sourced its self-developed deep learning framework that goes where others have failedDeep learning AI technologies have brought remarkable breakthroughs to fields including speech recognition, computer vision, and natural language processing, with many of these developments benefiting from the prevalence of open source deep learning frameworks like TensorFlow, PyTorch, and MxNet. Nevertheless, efforts to bring deep learning to large-scale, industry-level scenarios like advertising, online recommendation, and search scenarios have largely failed due to the inadequacy of available frameworks.Whereas most open source frameworks are designed for low-dimensional, continuous data such as in images and speech, a majority of Internet applications deal with (...)
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