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
gtcmpi systemg 7 7 1 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.9751948332961392 0.0074575473052681 0.003284590839723 0.1696217466233635 0.0351304602373902 0.0 0.0018471375196963 0.003392166059062 0.0337181640199502 1.033578983946988 0.0002983929187255 5.37937887452e-05 1.10550790022e-05 0.0190437206020725 0.0009940628719073 0.3208360040970443 0.3046671869109583 0.0150018550977338 0.000813768701068 0.000813768701068 0.0 0.0149748610633398 0.0008049677973802 8.75230106742e-05 0.0564712136830607 0.0 0.4306709856204683 0.0073242244331127 0.0 0.9951147935934428 0.3191232809287177 0.0001759084757745 1.04630549906e-05 0.0121550377050245 0.0 2.7598754882e-06 0.0 0.0160289789305834 0.2992129463957057 0.093773897837796 4.677133357e-07 4.395927454e-07 0.0 4.2179785661e-10 248.9129 80.7571 80.4543 7 1 168108748986.750807757
gtcmpi systemg 7 1 7 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.8604101690025533 0.008279236608555 0.0028420346254664 0.1450740217073326 0.0332318273095218 0.0 0.0018176196598254 0.00325900483161 0.0347819339921638 0.9059860299656114 0.0026194122811699 0.0001336051710105 6.7982241884e-05 0.0198124831609214 0.0007650442409446 0.2749092196538138 0.3619292381101335 0.0154771587408428 0.0008100004618439 0.0008100004618439 0.0 0.0156654424655426 0.0008161055534833 7.17343224439e-05 0.0547433844866117 0.0 0.368908551634243 0.0081352392794628 0.0 0.9946273648054345 0.2753987979748549 0.0001601925420592 1.12781014839e-05 0.0105472594658968 0.0 6.6073533779e-06 0.0 0.0166578911018999 0.2588848887135061 0.0797011752497991 3.502466575e-07 4.494186135e-07 0.0 4.2278836575e-10 304.4682 116.2129 94.3482 1 7 203647103314.360773656