[SYSTEMDS-1072] Perftest: MultiLogReg performance variation

• Type: Bug
• Status: Closed
• Priority: Major
• Resolution: Not A Bug
• Fix Version/s: Not Applicable
• Assignee: Glenn Weidner
• Reporter: Glenn Weidner
• Created: 28/Oct/16 00:00
• Updated: 03/Nov/16 15:00
• Resolved: 01/Nov/16 19:28

Description

Times (8G, k150):

SPARK RUN MULTINOMIAL EXPERIMENTS: Thu Oct 27
– Running runMultiLogReg on 1M_1k_dense (all configs)
MultiLogReg train ict=0 on mbperftest/multinomial/X1M_1k_dense_k150: 141
MultiLogReg train ict=1 on mbperftest/multinomial/X1M_1k_dense_k150: 166
MultiLogReg train ict=2 on mbperftest/multinomial/X1M_1k_dense_k150: 417

SPARK RUN MULTINOMIAL EXPERIMENTS: Wed Oct 12
– Running runMultiLogReg on 1M_1k_dense (all configs)
MultiLogReg train ict=0 on mbperftest/multinomial/X1M_1k_dense_k150: 127
MultiLogReg train ict=1 on mbperftest/multinomial/X1M_1k_dense_k150: 151
MultiLogReg train ict=2 on mbperftest/multinomial/X1M_1k_dense_k150: 354

Times (80G, dense):

SPARK RUN BINOMIAL EXPERIMENTS: Wed Oct 26
– Running runMultiLogReg on 10M_1k_dense (all configs):
MultiLogReg train ict=0 on mbperftest/binomial/X10M_1k_dense: 143
MultiLogReg train ict=1 on mbperftest/binomial/X10M_1k_dense: 147
MultiLogReg train ict=2 on mbperftest/binomial/X10M_1k_dense: 138

SPARK RUN BINOMIAL EXPERIMENTS: Wed Oct 12
– Running runMultiLogReg on 10M_1k_dense (all configs):
MultiLogReg train ict=0 on mbperftest/binomial/X10M_1k_dense: 90
MultiLogReg train ict=1 on mbperftest/binomial/X10M_1k_dense: 84
MultiLogReg train ict=2 on mbperftest/binomial/X10M_1k_dense: 94

Times (80G, k150):

SPARK RUN MULTINOMIAL EXPERIMENTS: Wed Oct 26
– Running runMultiLogReg on 10M_1k_dense (all configs)
MultiLogReg train ict=0 on mbperftest/multinomial/X10M_1k_dense_k150: 1300
MultiLogReg train ict=1 on mbperftest/multinomial/X10M_1k_dense_k150: 1265
MultiLogReg train ict=2 on mbperftest/multinomial/X10M_1k_dense_k150: 1677

SPARK RUN MULTINOMIAL EXPERIMENTS: Wed Oct 12
– Running runMultiLogReg on 10M_1k_dense (all configs)
MultiLogReg train ict=0 on mbperftest/multinomial/X10M_1k_dense_k150: 1639
MultiLogReg train ict=1 on mbperftest/multinomial/X10M_1k_dense_k150: 1790
MultiLogReg train ict=2 on mbperftest/multinomial/X10M_1k_dense_k150: 2541

Issue Links

• Is contained by: SYSTEMDS-1010 Perftest 0.11 release and related improvements