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 56 8 7 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.212745549705805 0.0019801209947421 0.0015234371949192 0.0287566681573344 0.1232532584158767 0.0008765270549329 0.0006593363748885 0.0005125166812932 0.173516785169324 1.272110632382886 0.0004354768474411 0.0001882170627753 0.0001462423968461 0.1033518591407819 0.0010459205466169 0.0598220126816851 0.3545252787352915 0.0035278971816313 0.000566061327098 0.000566061327098 0.0040797569019526 0.0035119585191873 0.0005677983827653 1.45822435702e-05 0.230975484806317 0.6128633903371729 0.614806688168007 0.0019432978308342 1.607403284280957 0.9927895246686927 0.060097998169896 2.86291022483e-05 5.77425316057e-05 0.0011674894311163 0.0015347122112383 3.7486398945e-06 0.0026306402768297 0.0041648572995591 0.3803384732575279 0.1635225786290939 5.441534974e-07 4.36316262e-07 0.0 4.8705322883e-10 276.8578 99.2328 85.2391 8 7 134236471765.225069887
eq3dyna systemg 56 8 7 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.280469709714616 0.0014862590236737 0.0011483441089922 0.0187480127760678 0.1327616180316538 0.0006606778405908 0.0004550727821332 0.0003448677595381 0.1692383660938694 1.273970510389832 0.0004232889082375 0.0001577559549225 0.0001461091408207 0.0995872394582326 0.0007343782947556 0.0406391164666128 0.3757934969914818 0.0025419883704415 0.0004717934271329 0.0004717934271329 0.0030049908474909 0.0025363392389462 0.0004686516085447 1.0534487264e-05 0.2341218098572877 0.676831816327815 0.6782841444470658 0.0014523281192508 1.672917344963263 0.9956663304504548 0.0412620083265168 2.10844494056e-05 5.19514523583e-05 0.0007818396436191 0.0011072199170558 2.5861750784e-06 0.0019700164126806 0.0031038044699145 0.3992819658139764 0.1805753311276649 6.640212753e-07 4.372361712e-07 0.0 5.1617475745e-10 274.102 94.068 84.543 8 7 196506209449.471791484
eq3dyna systemg 56 8 7 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.220927898185174 0.0017209812953667 0.0013314567310741 0.0252691028367859 0.1275227829459201 0.0007464070103547 0.0005774907506377 0.0004489315656851 0.1700303652110129 1.2562999995959 0.0003479721773463 0.0001557574815036 0.0001177024333256 0.101190781020621 0.0009258649511067 0.052736158410958 0.3628678255641744 0.0030758755958134 0.0004941460260502 0.0004941460260502 0.0035789901926467 0.0030835438980693 0.0004954462945774 1.16713004846e-05 0.2294233216259373 0.6281738197531018 0.6298570616407213 0.0016832418876194 1.620991250717838 0.99272381588901 0.0527855658144401 2.27819184282e-05 0.0002155590409159 0.0010252644413464 0.0013406843431866 3.3412798193e-06 0.0022848958452505 0.0036140557070178 0.3826955799648222 0.1678523259424433 6.550573196e-07 3.699164796e-07 0.0 4.216740791e-10 291.7333 111.7857 87.2063 8 7 152119620767.080724265
eq3dyna systemg 56 8 7 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.258071630303427 0.0012351436304618 0.0009546370368873 0.0166596024791857 0.1333757906652245 0.0005722645947948 0.0003949407003917 0.0003054575486042 0.166358543526334 1.294717153130621 0.0003276682435416 0.0001371846035529 0.0001265141845714 0.1004470232044318 0.0006277032078788 0.0361335916135093 0.3902007114966957 0.0022216020584742 0.0004076342032222 0.0004076342032222 0.0025810603099145 0.0021793100344887 0.0004017502754258 9.0927758171e-06 0.2282723800942075 0.6896099514675722 0.6908482699521453 0.0012383184845731 1.690449708898134 0.996050546875232 0.0356202639080864 1.70687126466e-05 4.59025350659e-05 0.0006812614072036 0.0009548750340802 2.3974527026e-06 0.0017119755486062 0.0026943139210386 0.4032007395530529 0.1847820784672251 5.971291398e-07 3.722621092e-07 0.0 4.4127358994e-10 285.4922 103.4608 83.4461 8 7 234713976456.381263577