Role of HPC in next-generation AI
2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics (HiPC)(2020)
摘要
Scale has been central to the success of deep learning with the availability of large-scale data and compute infrastructure. However, for further progress, scale has to be coupled with novel algorithms. Next-generation AI will be unsupervised, robust and adaptive. It will incorporate more structure and domain knowledge. Examples include tensors, graphs, physical laws, and simulations. I will descr...
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