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Hardware & Infrastructure

261 summarised stories in Hardware & Infrastructure, each linking back to the original source. Browse all topics →

Wednesday, 6 December 2017

Block-sparse GPU kernels

OpenAI 8 years ago 22

Optimized GPU kernels for block-sparse neural networks have been released, enabling faster computation than standard libraries like cuBLAS and cuSPARSE. The kernels achieved state-of-the-art performance on text sentiment analysis and generative image and text modeling tasks. Networks using these kernels can execute orders of magnitude faster depending on their sparsity configuration.

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