ICML-Nondeterminism and Instability in Neural Network Optimization

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Nondeterminism and Instability in Neural Network Optimization

                     Cecilia Summers 1 Michael J. Dinneen 1

            Abstract                wasteful, using more computing power, increasing the time
   Nondeterminism in neural network optimization       required for effective research, and making reproducibility
   produces uncertainty in performance, making        difficult, all while still leaving some uncertainty.
   small improvements difficult to discern from run-     Ult ...

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关键词：Optimization Instability Stability Ability network