Create Training Set

Train application_name system_name processors num_mpi num_omppn input frequency executable_name scenario frequency papi_tot_cyc papi_tot_ins papi_l1_tcm papi_l2_tcm papi_fml_ins papi_br_tkn papi_l2_ldm papi_l2_stm papi_fdv_ins papi_br_cn papi_tot_iis papi_ca_shr papi_ca_cln papi_ca_itv papi_br_ntk papi_br_msp papi_fp_ins papi_res_stl papi_l1_ldm papi_l1_stm papi_l2_tcw papi_l2_dca papi_l2_dcr papi_l2_dcw papi_l1_icm papi_br_ins papi_l1_dch papi_l1_dca papi_l1_dcm papi_l1_tca papi_l1_ica papi_fp_ops papi_l2_ica papi_tlb_dm papi_vec_ins papi_l2_dcm papi_l2_icm papi_l2_tch papi_l2_tca papi_ld_ins papi_sr_ins papi_tlb_im papi_hw_int papi_l3_tcm nruntime power_sys power_cpu power_mem num_mpi num_omppn scaling_factor
eq3dyna ANL BGQ Mira 32 32 1 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3873379036290042 0.0 0.0 0.0066931647168271 0.036016895084174 0.0 0.0 9.297381766e-07 0.0689079462291762 0.4268322080711227 0.0 0.0 0.0 0.0294578113931717 0.0143146664977004 0.0373475984866868 0.4041832429017011 0.0017414477960713 0.0017884834862596 0.0 0.0 0.0 0.0 0.0002560002635759 0.0706180719759634 0.0 0.0 0.003268388541736 0.0 0.0 0.0519605380085431 0.0 0.0 4.75426659447e-05 0.0 0.0 0.0 0.0 0.0926089712715217 0.0534296816819902 0.0 0.0 0.0 6.2753572538e-10 53.446942 33.540319 6.846261 32 1 382038427939.421930732
eq3dyna ANL BGQ Mira 32 32 1 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3873379036290042 0.0 0.0 0.0066931647168271 0.036016895084174 0.0 0.0 9.297381766e-07 0.0689079462291762 0.4268322080711227 0.0 0.0 0.0 0.0294578113931717 0.0143146664977004 0.0373475984866868 0.4041832429017011 0.0017414477960713 0.0017884834862596 0.0 0.0 0.0 0.0 0.0002560002635759 0.0706180719759634 0.0 0.0 0.003268388541736 0.0 0.0 0.0519605380085431 0.0 0.0 4.75426659447e-05 0.0 0.0 0.0 0.0 0.0926089712715217 0.0534296816819902 0.0 0.0 0.0 6.2753572538e-10 53.446942 33.540319 6.846261 32 1 382038427939.421930732
eq3dyna ANL BGQ Mira 64 32 2 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3770715855893935 0.0 0.0 0.006543736446514 0.034820719994808 0.0 0.0 1.7912508853e-06 0.0666682810347571 0.4174220509261516 0.0 0.0 0.0 0.028546682018109 0.0146726134033274 0.036392504904349 0.4054624931911489 0.0016964121898374 0.0018876464569288 0.0 0.0 0.0 0.0 0.0002671998373801 0.068492303954282 0.0 0.0 0.0036358585240727 0.0 0.0 0.0510033019922922 0.0 0.0 9.88238173031e-05 0.0 0.0 0.0 0.0 0.0903262888591746 0.0519116851358524 0.0 0.0 0.0 6.2922233036e-10 53.49683 33.56637 6.870948 32 2 198414191576.085500705
eq3dyna ANL BGQ Mira 64 32 2 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3770715855893935 0.0 0.0 0.006543736446514 0.034820719994808 0.0 0.0 1.7912508853e-06 0.0666682810347571 0.4174220509261516 0.0 0.0 0.0 0.028546682018109 0.0146726134033274 0.036392504904349 0.4054624931911489 0.0016964121898374 0.0018876464569288 0.0 0.0 0.0 0.0 0.0002671998373801 0.068492303954282 0.0 0.0 0.0036358585240727 0.0 0.0 0.0510033019922922 0.0 0.0 9.88238173031e-05 0.0 0.0 0.0 0.0 0.0903262888591746 0.0519116851358524 0.0 0.0 0.0 6.2922233036e-10 53.49683 33.56637 6.870948 32 2 198414191576.085500705
eq3dyna ANL BGQ Mira 128 32 4 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3739394461616716 0.0 0.0 0.0065783678998424 0.0339377360742853 0.0 0.0 3.4075385507e-06 0.0647817521918972 0.4125034471335343 0.0 0.0 0.0 0.0249935969652353 0.0134154740283192 0.0363361082888461 0.4083647517251119 0.0017021863719721 0.0024133029029141 0.0 0.0 0.0 0.0 0.0002835270522289 0.0668916135273312 0.0 0.0 0.0041057213241882 0.0 0.0 0.0510428152083266 0.0 0.0 0.0001844712483056 0.0 0.0 0.0 0.0 0.0906607081345747 0.0518825178878356 0.0 0.0 0.0 6.3480792598e-10 50.40627 30.065691 7.246234 32 4 103998156447.214811759
eq3dyna ANL BGQ Mira 128 32 4 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3739394461616716 0.0 0.0 0.0065783678998424 0.0339377360742853 0.0 0.0 3.4075385507e-06 0.0647817521918972 0.4125034471335343 0.0 0.0 0.0 0.0249935969652353 0.0134154740283192 0.0363361082888461 0.4083647517251119 0.0017021863719721 0.0024133029029141 0.0 0.0 0.0 0.0 0.0002835270522289 0.0668916135273312 0.0 0.0 0.0041057213241882 0.0 0.0 0.0510428152083266 0.0 0.0 0.0001844712483056 0.0 0.0 0.0 0.0 0.0906607081345747 0.0518825178878356 0.0 0.0 0.0 6.3480792598e-10 50.40627 30.065691 7.246234 32 4 103998156447.214811759
eq3dyna ANL BGQ Mira 256 32 8 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3672060270491393 0.0 0.0 0.0067248112957915 0.0328075172853845 0.0 0.0 6.2670945127e-06 0.0623694781008966 0.4098793363849585 0.0 0.0 0.0 0.0260084887262762 0.0134904468404455 0.0364432932997973 0.4228654341714919 0.0017265628982436 0.0030912622696872 0.0 0.0 0.0 0.0 0.0003042500908796 0.0642680540956573 0.0 0.0 0.0045533935453748 0.0 0.0 0.0518005220936274 0.0 0.0 0.0003353760193743 0.0 0.0 0.0 0.0 0.0908964316058056 0.0517265972037736 0.0 0.0 0.0 7.807800948e-10 51.925529 31.575328 7.361575 32 8 56669757969.859556415
eq3dyna ANL BGQ Mira 256 32 8 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3672060270491393 0.0 0.0 0.0067248112957915 0.0328075172853845 0.0 0.0 6.2670945127e-06 0.0623694781008966 0.4098793363849585 0.0 0.0 0.0 0.0260084887262762 0.0134904468404455 0.0364432932997973 0.4228654341714919 0.0017265628982436 0.0030912622696872 0.0 0.0 0.0 0.0 0.0003042500908796 0.0642680540956573 0.0 0.0 0.0045533935453748 0.0 0.0 0.0518005220936274 0.0 0.0 0.0003353760193743 0.0 0.0 0.0 0.0 0.0908964316058056 0.0517265972037736 0.0 0.0 0.0 7.807800948e-10 51.925529 31.575328 7.361575 32 8 56669757969.859556415
eq3dyna ANL BGQ Mira 512 32 16 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3644409228012205 0.0 0.0 0.0068014592570126 0.0308833997448403 0.0 0.0 1.03749387627e-05 0.0574968243745403 0.4024377319668675 0.0 0.0 0.0 0.0228167007328431 0.0124036662308374 0.0358665199911173 0.4276913339147227 0.001741066384101 0.0048296342311408 0.0 0.0 0.0 0.0 0.0003663795736275 0.0598053609312273 0.0 0.0 0.0061943716896029 0.0 0.0 0.0517686910918846 0.0 0.0 0.0005506837365599 0.0 0.0 0.0 0.0 0.0922627634589372 0.0520432513052229 0.0 0.0 0.0 6.4371197048e-10 54.713162 34.245307 7.417045 32 16 33805865042.051625636
eq3dyna ANL BGQ Mira 512 32 16 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3644409228012205 0.0 0.0 0.0068014592570126 0.0308833997448403 0.0 0.0 1.03749387627e-05 0.0574968243745403 0.4024377319668675 0.0 0.0 0.0 0.0228167007328431 0.0124036662308374 0.0358665199911173 0.4276913339147227 0.001741066384101 0.0048296342311408 0.0 0.0 0.0 0.0 0.0003663795736275 0.0598053609312273 0.0 0.0 0.0061943716896029 0.0 0.0 0.0517686910918846 0.0 0.0 0.0005506837365599 0.0 0.0 0.0 0.0 0.0922627634589372 0.0520432513052229 0.0 0.0 0.0 6.4371197048e-10 54.713162 34.245307 7.417045 32 16 33805865042.051625636
eq3dyna ANL BGQ Mira 1024 32 32 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3391209040403895 0.0 0.0 0.0064116215382465 0.0273427025401575 0.0 0.0 1.47076831607e-05 0.0488297104820733 0.3666217481353503 0.0 0.0 0.0 0.0169628975326356 0.0097612223529025 0.0325374626842204 0.4904896341099624 0.0018894192078898 0.0066729435003097 0.0 0.0 0.0 0.0 0.0004247299343289 0.0508239697922472 0.0 0.0 0.0080688851813433 0.0 0.0 0.047535848198488 0.0 0.0 0.0007762213220829 0.0 0.0 0.0 0.0 0.08812027046324 0.0491259604517749 0.0 3.29719937e-08 0.0 6.5319727368e-10 54.63509 33.914263 7.666421 32 32 23882288901.9624605
eq3dyna ANL BGQ Mira 1024 32 32 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3391209040403895 0.0 0.0 0.0064116215382465 0.0273427025401575 0.0 0.0 1.47076831607e-05 0.0488297104820733 0.3666217481353503 0.0 0.0 0.0 0.0169628975326356 0.0097612223529025 0.0325374626842204 0.4904896341099624 0.0018894192078898 0.0066729435003097 0.0 0.0 0.0 0.0 0.0004247299343289 0.0508239697922472 0.0 0.0 0.0080688851813433 0.0 0.0 0.047535848198488 0.0 0.0 0.0007762213220829 0.0 0.0 0.0 0.0 0.08812027046324 0.0491259604517749 0.0 3.29719937e-08 0.0 6.5319727368e-10 54.63509 33.914263 7.666421 32 32 23882288901.9624605
eq3dyna ANL BGQ Mira 2048 32 64 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.290232036574899 0.0 0.0 0.0056592371311927 0.0227879687536961 0.0 0.0 1.69490479473e-05 0.039159529353698 0.3238977001686437 0.0 0.0 0.0 0.0118009066500449 0.0074142547038931 0.0276325010647965 0.5565412331533162 0.0020028984520063 0.0082178498126385 0.0 0.0 0.0 0.0 0.0004586781040292 0.0412410780933178 0.0 0.0 0.0098063153019009 0.0 0.0 0.0409303514122831 0.0 0.0 0.0008960892191561 0.0 0.0 0.0 0.0 0.0810287551329535 0.0446211654776196 0.0 1.282078169e-07 0.0 1.05337346066e-09 51.454463 30.637933 7.707769 32 64 20826554701.933038921185838793
eq3dyna ANL BGQ Mira 2048 32 64 element size=200.0 1.6 eqdyna3drun-p empirical 1.6 1 0.290232036574899 0.0 0.0 0.0056592371311927 0.0227879687536961 0.0 0.0 1.69490479473e-05 0.039159529353698 0.3238977001686437 0.0 0.0 0.0 0.0118009066500449 0.0074142547038931 0.0276325010647965 0.5565412331533162 0.0020028984520063 0.0082178498126385 0.0 0.0 0.0 0.0 0.0004586781040292 0.0412410780933178 0.0 0.0 0.0098063153019009 0.0 0.0 0.0409303514122831 0.0 0.0 0.0008960892191561 0.0 0.0 0.0 0.0 0.0810287551329535 0.0446211654776196 0.0 1.282078169e-07 0.0 1.05337346066e-09 51.454463 30.637933 7.707769 32 64 20826554701.933038921185838793