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 168 24 7 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.293636822991891 0.0015478077861499 0.0011053295125221 0.0210541657474854 0.1308073667350389 0.0005747637500628 0.0005306702071952 0.0003914829617776 0.180768121075233 1.322638283640557 0.0007112520945793 0.0001255515734544 0.0002325488752866 0.1116326918362644 0.0007634506916656 0.0436477675632001 0.372109847858145 0.0027596241668019 0.0004444153146429 0.0004444153146429 0.0032649050991078 0.0028172019943154 0.0004477031047924 1.5305573096e-05 0.2409855673246176 0.6592438089088243 0.6607574763162674 0.001513667407443 1.657014772801376 0.993870598387364 0.0440530982505904 3.12599396236e-05 4.97826003663e-05 0.0010021841108151 0.0010937905109622 7.2826835585e-06 0.0022420328067183 0.003349451805133 0.4185220917792442 0.1651724673588557 1.1863902734e-06 4.353956593e-07 0.0 4.2719783469e-10 273.387 93.7087 80.887 24 7 56427043965.455451405
eq3dyna systemg 168 24 7 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.321189805021608 0.001147816079637 0.0007858412776684 0.0137686955773671 0.134073733093776 0.0004575162098803 0.0003616134391639 0.0002599551578621 0.179814368067373 1.339236215157738 0.000553685995448 0.0001134504704917 0.0001910604564694 0.1105764286474814 0.0005218041058485 0.0291694404783764 0.3896531143675229 0.0019752749244656 0.0003653117281496 0.0003653117281496 0.002370862099841 0.0019988050889977 0.0003720570108433 1.06009406159e-05 0.2446872545629521 0.6961058635564938 0.6972130571252045 0.0011071935687107 1.701952309968388 0.9960001201404344 0.0288011428105587 2.15422947975e-05 4.73609198016e-05 0.0006636398595823 0.000783226103632 4.9173976014e-06 0.0016411879805085 0.0024518722654516 0.4389107616558149 0.1781001476604055 8.638634466e-07 4.402454055e-07 0.0 4.3529032238e-10 266.5237 91.8421 80.0342 24 7 87903665743.794338293
eq3dyna systemg 168 24 7 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.280571042298502 0.001327823982287 0.0009368589496792 0.0182300351396569 0.1299772322833614 0.0005060110331791 0.0004589968558408 0.0003365935297365 0.1795557480499794 1.304677770297908 0.000588031271572 0.000110462584796 0.0001971013194568 0.1042616330402452 0.000713194958199 0.0382503839569228 0.378056943928766 0.002421584471094 0.000386195685023 0.000386195685023 0.0028205322724895 0.0024302834666808 0.0003902488058087 1.28286041434e-05 0.2400245128166967 0.6657490505394186 0.6670458986885365 0.0012968481491178 1.659339844624868 0.994043295803704 0.0380578327851162 2.60738125796e-05 0.0010841778457874 0.0008637854087287 0.0009521507810365 6.1066807324e-06 0.0018943993750155 0.0028312264928837 0.4180884739722885 0.1665568325146586 9.955522176e-07 3.740353741e-07 0.0 3.6719653938e-10 285.0875 110.2583 81.55 24 7 65518583156.098152659
eq3dyna systemg 168 24 7 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.324543460131255 0.0009565278213504 0.0006804868079684 0.0119959862542479 0.1341245994041357 0.0003689686557589 0.0003106042694277 0.000229165593538 0.1796743750527539 1.33828963047288 0.0004733919107141 9.46921853022e-05 0.0001621352595386 0.1103243888953925 0.0004561993618462 0.025065496575695 0.3965373513111293 0.001727020579321 0.00031594607786 0.00031594607786 0.0020176995045185 0.0017073862355612 0.0003103132689573 8.9372612431e-06 0.2436916546505829 0.7084074176361903 0.7093340673686587 0.0009266497324684 1.704264316022824 0.996285092343494 0.0246679853427785 1.75578293369e-05 4.01567446079e-05 0.0005676344072478 0.0006692654607436 4.117584008e-06 0.0013751079330714 0.0020618393916788 0.4347570835600994 0.1774526661055096 9.050232383e-07 3.759198058e-07 0.0 3.7799713413e-10 278.9806 101.5444 80.5083 24 7 99162148639.753762463