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
BT-MZ SystemG 5 1 5 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.524735327021806 0.0155861196439292 0.0016458332966733 0.3566079337544198 0.0085047518394219 0.0 0.0083740307420202 0.0035818893479056 0.0057533759956965 1.528065095451316 0.0073130714485557 5.74455481064e-05 0.0003929188014019 0.0026343788818722 1.57049963142e-05 0.636647606497425 0.3821811050868835 0.0249293492461738 0.0060464561870397 0.0060464561870397 0.0 0.0250103726417625 0.0060439069337418 9.38991861941e-05 0.0101751145741767 0.0 0.921867118229434 0.0150797569363424 0.0 0.9955682207583642 0.6354715029052431 0.0002183579503039 0.000109403366954 0.0005141149679019 0.0 5.886011924e-06 0.0 0.0313126565930648 0.0 0.0 1.6254553075e-06 4.663491041e-07 0.0 4.2138860216e-10 289.498 108.7856 80.4113 1 5 845657317671.574868968
BT-MZ SystemG 5 1 5 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.500090537773358 0.014624313384715 0.001278662426493 0.3492810547545837 0.0115332867061054 0.0 0.0081485607358192 0.0035009676714973 0.0075655200223582 1.499268187998861 0.0061228175651228 5.93917371074e-05 0.0004017878676189 0.0032445201406343 1.33891002856e-05 0.6235861672780396 0.3966895004140879 0.0244391551779144 0.0059315074122047 0.0059315074122047 0.0 0.0247956412115059 0.0059316237788012 8.84687991971e-05 0.0121301005435585 0.0 0.8924336868702761 0.0149419448511563 0.0 0.9952684339268268 0.6277963399826529 0.0001675836715796 0.0001063444012196 0.0005001965278179 0.0 5.9140986041e-06 0.0 0.0308379205337251 0.0 0.0 9.198868487e-07 3.793823326e-07 0.0 3.5938989907e-10 313.7192 126.9629 81.293 1 5 872778836610.83496795