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 4 4 1 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9609154861917012 0.0070100603044718 0.0032236229274627 0.1686422501428096 0.0352305390281222 0.0 0.0017262901051949 0.0033863799335019 0.0325507459032274 1.020699240271037 0.0002740530202992 4.30190086333e-05 1.05823324379e-05 0.019407015775416 0.000932030825604 0.3182013146182178 0.3106672236634554 0.0142875056661899 0.0008104379631109 0.0008104379631109 0.0 0.0142427223254741 0.00079005806677 8.46031271114e-05 0.0553574808417496 0.0 0.4270106394047388 0.0068865530306485 0.0 0.9950882254406022 0.3174270958528557 0.0001726136352827 1.12534079739e-05 0.0122141674190537 0.0 2.9482645389e-06 0.0 0.0152589869738698 0.2970178008893804 0.0929877719816782 5.129005137e-07 3.767414144e-07 0.0 3.6208185491e-10 257.1317 87.1183 81.385 4 1 169416686222.090587113
gtcmpi systemg 4 2 2 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.9593624690236496 0.0072744840325313 0.0032839635408037 0.1632059463814117 0.0346200643022656 0.0 0.0016892779657364 0.0033401708453747 0.0334396662017699 0.9928161238059244 0.0011283852775971 4.84261374757e-05 2.37934662841e-05 0.0196443892917585 0.0008733885048247 0.312725176947676 0.3052554065739006 0.014906731260888 0.0008201138355436 0.0008201138355436 0.0 0.0149307305622532 0.0008130974045284 7.89400251652e-05 0.0548906426182994 0.0 0.4153967069484608 0.0070066003044761 0.0 0.9953367412096228 0.307909875930941 0.0001718731264594 1.09801931178e-05 0.0117983974178605 0.0 3.8050697769e-06 0.0 0.0154647310043258 0.2863972119708486 0.0891366512766021 3.843851085e-07 3.818228141e-07 0.0 3.628377307e-10 274.941 102.4066 85.9787 2 2 170401977988.117761095
gtcmpi systemg 4 1 4 Particles in Cell=50.0 2.8 gtcmpi empirical 2.8 1 0.934208067489724 0.0075089423304394 0.0029472112838612 0.1619304281272264 0.0340306386034924 0.0 0.0017353351168528 0.003459146397522 0.0339641295372463 0.9846003270586032 0.0003507188202118 6.14358013992e-05 3.71375205981e-05 0.0201391410434281 0.0008266408121903 0.3050352205984518 0.3160807216294669 0.0159282135594198 0.0008224065637356 0.0008224065637356 0.0 0.0159380209986157 0.0008230730116466 8.65878093022e-05 0.0546933388442883 0.0 0.4067486113196701 0.0073562621758542 0.0 0.9949693889232968 0.3050610115469172 0.0001720966205252 7.0907238175e-06 0.0116928109148226 0.0 5.7477146064e-06 0.0 0.0169322076688343 0.2827136268704327 0.0873699121249275 2.0842153635e-06 3.799923464e-07 0.0 3.6192577793e-10 307.0562 119.7359 89.1016 1 4 179033146991.072628956