Jun 19, 2017   |   Urs Köster

Training Generative Adversarial Networks in Flexpoint

Training Generative Adversarial Networks in Flexpoint With the recent flood of breakthrough products using deep learning for image classification, speech recognition and text understanding, it’s easy to think deep learning is just about supervised learning. But supervised learning requires labels, which most of the world’s data does not have. Instead, unsupervised learning, extracting insights from…

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#Technical Blog

Jun 29, 2016   |   Urs Köster

Going beyond full utilization: The inside scoop on Nervana's Winograd kernels

By: Urs Köster and Scott Gray This is part 2 of a series of posts on how Nervana uses the Winograd algorithm to make convolutional networks faster than ever before. In the first part we focused on benchmarks demonstrating a 2-3x algorithmic speedup. This part will get a bit more technical and dive into the guts of…

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