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zaleslaw/CSV.csv

Created November 27, 2020 14:39
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Apache Ignite ML, Performance report for Linear Regression with SGD
Raw
CSV.csv
Number of rows Number of features Training time, ms Training time, minutes Throughput, ms/row
1000 10 3366 0,06 3,366
1000 100 4002 0,07 4,002
1000 1000 14877 0,25 14,877
10000 10 2894 0,05 0,2894
10000 100 5718 0,10 0,5718
10000 1000 21858 0,36 2,1858
100000 10 10893 0,18 0,10893
100000 100 12733 0,21 0,12733
100000 1000 87573 1,46 0,87573
1000000 10 11102 0,19 0,011102
1000000 100 14061 0,23 0,014061
1000000 1000 123980 2,07 0,12398
10000000 10 16833 0,28 0,0016833
100000000 10 83162 1,39 0,00083162
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