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
gtc_bench systemg 512 64 8 particles per cell=100.0 2.4 gtcmpiomp-orig empirical 2.4 1 0.8123743971964679 0.0040701697623272 0.0016483996556041 0.0663617695420663 0.0668723186376297 0.000451862985952 0.0012021625026978 0.0012690238473135 0.0667502633542736 0.8458966513680418 0.0033478826727431 0.0003124447753972 2.74336253718e-05 0.0460500757028879 0.000802121606515 0.1176642816630912 0.2621291743276 0.0070377094624124 0.000527432639544 0.000527432639544 0.008008386120066 0.0074509148015492 0.0005574713185168 5.87678141401e-05 0.1151037397962189 0.387360820754675 0.3914770653613601 0.0041162446066851 1.364107043376204 0.9696543510790704 0.1197212543471434 0.000116723289407 1.41653247842e-05 0.0038796044905765 0.0016614502334536 6.4522230113e-06 0.0062982394243833 0.0079873323964982 0.2588712771133754 0.113059082312128 2.3896114277e-06 4.548855007e-07 0.0 6.671721664e-10 268.6095 95.5768 81.5 64 8 633162495790.831600255
gtc_bench systemg 512 64 8 particles per cell=100.0 2.8 gtcmpiomp-orig empirical 2.8 1 0.791945376492169 0.003805346625587 0.0015511762945627 0.0525076693920441 0.077597837202393 0.0003387637292927 0.0008639880952954 0.0009269158548742 0.0736084776416752 0.8335193905998681 0.0023566308705103 0.0002305968806053 2.35408415192e-05 0.0519884107656001 0.0007235527008351 0.088115100574336 0.2248685215628693 0.0051788427054321 0.0003890026358617 0.0003890026358617 0.0055392583721644 0.0051508371490051 0.0003884212231593 4.20034092646e-05 0.1289917115466489 0.3980553794184352 0.400925511442343 0.0028701320239078 1.364577405210271 0.961546810596832 0.0884618790156696 8.85686797647e-05 8.1279176323e-06 0.002835134897599 0.0011988080903365 4.8520071792e-06 0.0044195026566461 0.0056301232241164 0.2617244064569084 0.1202778487417423 1.9238415168e-06 4.04460901e-07 0.0 5.7736050164e-10 278.618 105.0463 83.3936 64 8 675115900538.415639998