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
sp-mz SystemG 320 64 5 Class D=1632.0 2.4 sp-mz.D.64 empirical 2.4 1 1.239406877666688 0.0213662323375421 0.0027252589289058 0.154581113441239 0.0531320373991326 0.0 0.0110310710180843 0.0050606816399941 0.0451961592115732 1.250454911154044 0.0100025286657223 6.54530447978e-05 0.0005150434161757 0.0153600375049899 0.0002434345420002 0.3218493299282074 0.4787902754002818 0.0481139625833573 0.0037820062375421 0.0037820062375421 0.0 0.0480031349629823 0.0041556228459456 3.143568063e-05 0.0637433581189912 0.0 0.6203724391118631 0.0218070880812068 0.0 0.98862984841119 0.3182590668108051 5.2840420195e-05 3.9884686904e-06 1.556934984e-07 0.0 1.96528177513e-05 0.0 0.0523827360725312 0.0 0.0 1.1672932173e-06 4.912238127e-07 0.0 4.2075376736e-10 299.2991 112.9265 87.8345 64 5 270868319765.958042829
sp-mz SystemG 320 64 5 Class D=1632.0 2.8 sp-mz.D.64 empirical 2.8 1 1.186133359729473 0.0190941789571643 0.0031043037031333 0.1391820852539666 0.0526857562641549 0.0 0.009776401679665 0.0044435214080635 0.0599312752223031 1.229546872168578 0.0042528428331279 7.32850924844e-05 0.0009866603923434 0.0231745020558781 0.0002178985182764 0.2765250782308 0.5450227667550073 0.0419088317710353 0.0035408465362525 0.0035408465362525 0.0 0.0416643353939174 0.0034596921583783 2.67209539045e-05 0.0771987217768833 0.0 0.6227215094560618 0.0188578780243755 0.0 0.9893240022558846 0.2773642731486874 6.01040787798e-05 1.56182882067e-05 1.370707586e-07 0.0 1.76187128118e-05 0.0 0.0457380681187853 0.0 0.0 1.0000704723e-06 4.241421327e-07 0.0 3.6296374742e-10 319.9117 128.4595 87.645 64 5 307821874206.943353032