Nonlinear Equation Solving: A Faster Alternative to Feedforward Computation

10 Feb 2020Yang SongChenlin MengRenjie LiaoStefano Ermon

Feedforward computations, such as evaluating a neural network or sampling from an autoregressive model, are ubiquitous in machine learning. The sequential nature of feedforward computation, however, requires a strict order of execution and cannot be easily accelerated with parallel computing... (read more)

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