数据集

SGD

SVRG

SVRGBB

SCSG

SCSGP

a8a

η = 7 / L

N t = 0.8 n

η = 0.1 / L

N t = 0.8 n

η = 0.05 / L

m = 0.5 / L

s = 10

a9a

η = 7 / L

N t = 0.8 n

η = 0.05 / L

N t = 0.8 n

η = 0.05 / L

m = 0.5 / L

s = 10

w8a

η = 25 / L

N t = 0.8 n

η = 2 / L

N t = 0.8 n

η = 5 / L

m = 20 / L

s = 20

ijcnn1

η = 80 / L

N t = n

η = 0.1 / L

N t = n

η = 0.1 / L

m = 1 / L

s = 15