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 36 12 3 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.40578311916802 0.0028630425640829 0.0021304147590297 0.0443947994678962 0.1298932166851031 0.0013735930760016 0.0007522984103139 0.0006079547006819 0.2068024369521936 1.455426112247949 0.0003405284860085 0.000203905607526 0.0001455595771289 0.1243482902252147 0.0021146533722554 0.0925686430580716 0.2636316634414054 0.0062736457110868 0.0005087462159285 0.0005087462159285 0.0068332265323875 0.0063309105138573 0.0005023160185302 1.03903432579e-05 0.2554377019609423 0.625097142784146 0.6279250753263074 0.0028279325421615 1.618774449602575 0.994520073861393 0.0964827087451856 1.91981318061e-05 3.24123026787e-05 0.0016553479440329 0.0021170992963841 3.4759458272e-06 0.0047075922154364 0.0068368048830012 0.4083354192795434 0.1535645155837835 5.906067284e-07 4.369141898e-07 0.0 4.6877824535e-10 263.872 91.074 81.308 12 3 110026202179.008604031
eq3dyna systemg 36 12 3 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.405316229676623 0.0020703214040341 0.0015516810320724 0.0309790532308609 0.1375118570471523 0.0010284538305212 0.0005306573223174 0.0004379380325186 0.1940204391291471 1.49666622755364 0.000356136955245 0.0001499194122893 0.0001440608859424 0.1198191655589168 0.0011485023756811 0.0669700403063403 0.3456545091479343 0.0044925186949444 0.0004399256660028 0.0004399256660028 0.0049393537023541 0.004493277152088 0.0004460765502662 8.6533721832e-06 0.257575498799592 0.6946822169417554 0.6967533858339472 0.0020711688921918 1.686534334444745 0.9960534654949552 0.0649560448857616 1.64246983262e-05 0.0001106070961821 0.0011136393496526 0.0015430283138052 2.3596624492e-06 0.0034374285601407 0.0050004448456612 0.4345691596550609 0.1766668891140751 6.017018937e-07 4.409820973e-07 0.0 4.6070881706e-10 257.3382 88.7303 80.1263 12 3 166449304116.558814964
eq3dyna systemg 36 12 3 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.381170154330984 0.0025523561399224 0.001892208324856 0.0403007114652993 0.1276073369737477 0.0012073476962821 0.0006827894161649 0.000556392744173 0.2002260801381981 1.431214539586822 0.0003074844090525 0.000127607131235 0.0001025185462416 0.122804457744931 0.0015576842953649 0.0858927948364561 0.3146825374663709 0.0056371136128693 0.0004518513900862 0.0004518513900862 0.0060266354873657 0.0055941436092685 0.0004324918780971 9.6811398469e-06 0.2508056859685713 0.6309652691847061 0.6335105351456828 0.0025452659609768 1.630721740967581 0.9948494440756612 0.0845130649881617 1.86620893916e-05 0.0001247465195537 0.0014590311893746 0.001902727770294 3.4809998454e-06 0.0042113966884058 0.0060993353907121 0.4044468466379275 0.1554802450073599 5.150657175e-07 3.739057422e-07 0.0 4.1121515413e-10 272.5837 101.7673 83.6878 12 3 122654142225.641230894
eq3dyna systemg 36 12 3 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.424095225406223 0.0018624287646714 0.0013980884164567 0.0270518924652589 0.1365806185318779 0.0009062501011178 0.0004714046809416 0.0003791679681233 0.1942957227301108 1.464806824284343 0.0002939204987181 0.0001549502686892 0.0001420945463407 0.1181017379909198 0.0010284238882888 0.0570786556522389 0.3433876571554162 0.0039836421218204 0.000391724300612 0.000391724300612 0.0044502390143775 0.0040570563086398 0.0003931827057376 7.4744650795e-06 0.2513022025606867 0.7045644473140241 0.7063446698188468 0.0017802225048227 1.708018828243477 0.9968524006890596 0.0568569305076491 1.41751847751e-05 3.09053425442e-05 0.000994230482243 0.001349577168752 2.4546768656e-06 0.0030474828261633 0.0044362885919585 0.441974291624549 0.18159795067893 4.155635342e-07 3.740038941e-07 0.0 3.9503266285e-10 267.4708 93.8792 79.0556 12 3 183562413489.677338462