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 systemg 2 2 1 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 2.006370328676715 0.0057718893697461 0.0044771038198577 0.1198802765527458 0.1475133313533971 0.0033480516629274 0.0011580371943747 0.0006757268099026 0.2544620851230363 2.149301444062917 2.77935084297e-05 5.7341191669e-06 6.691410852e-07 0.1510886585473215 0.0034390976434409 0.2315052363561414 0.1999500679618273 0.015113052709402 0.0001678483063601 0.0001678483063601 0.0153777355566014 0.0152089314954389 0.0001688040611625 6.2916863299e-06 0.2995836600513208 0.6921498445931898 0.697906455058636 0.0057566104654462 1.705505596221849 0.9960103718404636 0.2313990400632225 1.33836455153e-05 0.0001000461544985 0.0049425380123098 0.0044974688666403 2.1135854608e-06 0.0108691335750228 0.0153780843793543 0.4929462479833527 0.1753115090771701 1.942353764e-07 4.373157923e-07 0.0 4.1953746152e-10 258.5956 84.221 84.4984 2 1 1307318023551.166573307
eq3dyna systemg 2 1 2 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.799738400080356 0.0057450979963063 0.0045441062203238 0.1070546914848187 0.1305937789635056 0.0033503560681011 0.0011822718157149 0.0007403738908623 0.2356052028847133 1.924057931859561 2.62572705478e-05 0.0005976686706308 2.6612614879e-06 0.1344198495260242 0.0030468594280399 0.2127419965004465 0.2740646394339686 0.013740700116743 0.0007016189294494 0.0007016189294494 0.0145156631064481 0.0138059557012856 0.0007097074051625 6.3985697884e-06 0.2693089444092959 0.6327928522265757 0.6385995202578219 0.0058066680312461 1.639558653669791 0.9953487241547702 0.2161176770122165 1.38842674624e-05 8.75795163339e-05 0.0047063925016925 0.0046606419074295 3.0932853631e-06 0.0097607225185536 0.0142572815593219 0.447172477437385 0.1601341163850246 2.011597656e-07 4.41475449e-07 0.0 4.1986131566e-10 276.9696 94.7956 86.3909 1 2 1466783864171.726918082
eq3dyna systemg 2 2 1 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 2.095367322902277 0.0044976691546833 0.0034419863721977 0.093354703165586 0.1651070218353152 0.002465832144292 0.0008683826327266 0.0005275450438747 0.2691719441757655 2.160253871696599 2.54787513352e-05 4.4400812122e-06 6.631320002e-07 0.1449911449780353 0.0032390794688577 0.179829739981252 0.2192892863434058 0.0121867685158139 0.000137695643299 0.000137695643299 0.0120593699770486 0.0119254058524891 0.0001339641245594 6.0356451794e-06 0.3152673903073896 0.7304592884139809 0.734937942969775 0.0044786545557941 1.747849244490768 0.997077324253023 0.1842792090414978 1.03383075381e-05 1.98716756884e-05 0.0038078713804546 0.0034532647610046 1.5811281185e-06 0.0084465346745131 0.0118900191007065 0.5021916923818691 0.2077498072535616 2.191886354e-07 4.379472852e-07 0.0 4.1936072877e-10 256.2958 83.7275 83.2139 2 1 1700502276623.79784642
eq3dyna systemg 2 1 2 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.886980112361907 0.0046001304977346 0.0036380792794776 0.0848124195733539 0.1464283540866536 0.0027146116358886 0.0009391734003512 0.0006961417800059 0.2394638825464668 2.071927999423188 3.60125334836e-05 0.0005882354136654 2.0972670951e-06 0.1354367398344163 0.0028065786518808 0.1652274532183549 0.3040941033605196 0.0107470440671652 0.0006512452277633 0.0006512452277633 0.0114817780642347 0.0108554177206367 0.0006263603435979 6.9995880946e-06 0.2895669716718541 0.6628374002220275 0.6673637884705146 0.0045263882484871 1.676835557238052 0.9956462574044586 0.166861483999661 2.36909950475e-05 7.4448804199e-05 0.0036934405466692 0.0036507653964556 2.1149221022e-06 0.007996426844842 0.0117395927848356 0.4557457549100935 0.1869388285378886 2.228533426e-07 4.190190231e-07 0.0 4.1991376167e-10 272.2012 94.1354 85.6555 1 2 1864352653950.970951516
eq3dyna systemg 2 2 1 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.992245847028833 0.0057330457540581 0.0044448076956292 0.1172965723146741 0.1443219868240403 0.0032868824490039 0.0011315711979838 0.0006861961398679 0.2536598183517914 2.128845640474993 2.35227133115e-05 5.9525221476e-06 3.397390981e-07 0.150197456438265 0.0034447509457091 0.2313157751200586 0.2162014357705521 0.0151919054500599 0.0001712896104789 0.0001712896104789 0.0151660670453989 0.0149981140983551 0.0001679529470438 6.1931877999e-06 0.2967294743949682 0.6832295950247592 0.6889307074826767 0.0057011124579175 1.69098220871322 0.9959684859584884 0.233893483194699 1.07815161419e-05 8.2980668568e-06 0.0049768440328347 0.0044243343129581 1.9373223018e-06 0.0107608014720252 0.0152600887843448 0.4785221017711994 0.1730490219073863 1.723560811e-07 3.752265477e-07 0.0 3.5968419833e-10 267.9439 91.4331 84.7633 2 1 1316841966366.957691866
eq3dyna systemg 2 1 2 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.768423769431319 0.0055976387346879 0.0044302474471852 0.1052378779111856 0.128721650660386 0.0032422027738515 0.0011475012908653 0.000705837515842 0.2248018386173062 1.883666712978213 2.33271001589e-05 0.0005609397695526 2.5725768276e-06 0.1318822712709284 0.0030238842362539 0.2057038268672622 0.2970636157976376 0.0133422625019607 0.000671318584033 0.000671318584033 0.0139205372223497 0.0132534974324655 0.0006670397898842 6.1566300578e-06 0.265762360935968 0.6099673519883598 0.6155407729208885 0.0055734209325287 1.609434686788413 0.9955226164430448 0.2066330842279932 1.18284048122e-05 8.57066384819e-05 0.0044616385284397 0.0044483265588493 2.9565720007e-06 0.0094651959694777 0.0138682657803527 0.4256316234140073 0.15345795198999 1.788368043e-07 3.808464199e-07 0.0 3.5993335389e-10 293.6266 106.6667 87.5976 1 2 1495421211129.259038395
eq3dyna systemg 2 2 1 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 2.081706723182463 0.0044349311707753 0.0034196312067023 0.0858480677667177 0.1589245404216704 0.0025434284307756 0.0008859147071639 0.0005311215360306 0.2628644294140162 2.143336112535076 2.10665467552e-05 4.7067930306e-06 6.403765158e-07 0.1472894642400602 0.0027350284002951 0.1812806125023805 0.2352824454297887 0.0111817019148254 0.0001254064268241 0.0001254064268241 0.0120444232193159 0.0119082784187155 0.0001361448006004 4.9785403665e-06 0.3018597457273887 0.7329196305973913 0.7375088514544289 0.0045892208570376 1.732433800010124 0.9945471812650284 0.1816669835050265 1.08313611392e-05 1.51053659901e-05 0.0037642229737188 0.0035124766624519 1.5884948637e-06 0.0081606247642042 0.0115081217145938 0.4970483246905558 0.2056470930098755 1.997389239e-07 3.758001969e-07 0.0 3.5954713341e-10 265.334 89.6927 84.0358 2 1 1711617884874.739544096
eq3dyna systemg 2 1 2 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.843558682357344 0.0045048909760585 0.0035636375144572 0.0823704482287525 0.1420891003118379 0.002642181141268 0.0009023054924018 0.0006674786470984 0.2298572203846621 1.926111347500017 2.66969109936e-05 0.0006006477841904 1.9881237515e-06 0.127415587181473 0.0027571656676327 0.1617592555092076 0.316601832659089 0.010382593964445 0.0006016515740778 0.0006016515740778 0.0110015026757625 0.0103876361841667 0.0006138664915958 6.4646592944e-06 0.2730643132742194 0.6431646670986036 0.6476717983464719 0.0045071312478683 1.644569384379085 0.996973164197969 0.1684839071964521 1.04024045211e-05 8.89888941295e-05 0.0034657752616738 0.0035607242683044 2.217764947e-06 0.0076590414472165 0.0112202528609042 0.4317943216900739 0.1770273673930321 1.979948227e-07 3.766205015e-07 0.0 3.5978990611e-10 288.7771 105.3908 86.5029 1 2 1908405587093.028077947