Crowdsourcing -- A Step Towards Advanced Deep Learning

Deep learning technology has been more prevalent in our daily lives in recent years, with architectures that are becoming increasingly complex, requiring large-scale GPU clusters for model training. To circumvent this limitation, many academics are considering whether it is possible to crowdsource the training of big models by utilizing the computing capacity of massive individual graphics cards that are idle on the Internet.