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. Author manuscript; available in PMC: 2022 Jun 22.
Published in final edited form as: Adv Neural Inf Process Syst. 2021 Dec;34:14056–14068.

Table 1:

Wall-clock runtime of one pass through the data of our RSG+ and MSG on MNIST, Mediamill and CIFAR (average of 5 runs).

MNIST Mediamill CIFAR
Time (s) k = 1 k = 2 k = 4 k = 1 k = 2 k = 4 k = 1 k = 2 k = 4
RSG+ (Ours) 4.16 4.24 4.71 1.89 1.60 1.44 14.80 17.22 22.10
MSG 35.32 42.09 49.17 11.59 14.21 17.34 80.21 100.80 106.55