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
HDC1-fti ANL BGQ Mira 2048 2048 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 1.6 hdc-fti empirical 1.6 1 0.2975992769680855 0.0 0.0 0.0025538756489586 0.0206992440210614 0.0 0.0 5.73511e-11 0.0248349129714589 0.3099845777381611 0.0 0.0 0.0 -0.0004604785989209 0.0014067404935903 0.0178422610191285 0.6505576860394349 0.0021766848196894 0.0058646414425468 0.0 0.0 0.0 0.0 0.0004429654083793 0.0345744262675844 0.0 0.0 0.0074735713367849 0.0 0.0 0.0147204668151611 0.0 0.0 2.596837611e-07 0.0 0.0 0.0 0.0 0.1087345399493493 0.0251682700468891 0.0 0.0 0.0 6.2546550133e-10 56.810811 35.676584 7.687162 2048 1 1350803483490.986100683
HDC1-fti ANL BGQ Mira 2048 2048 1 number of iterations=50000.0, Local data size (MB)=1.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 1.6 hdc-fti empirical 1.6 1 0.3119240243274525 0.0 0.0 0.0024903753714572 0.0190203672991933 0.0 0.0 5.65532e-11 0.0249101790090919 0.3120302004089688 0.0 0.0 0.0 -0.0006138614740368 0.0021528435177602 0.016931503589805 0.6285569057736684 0.0020114749057092 0.0069279383394568 0.0 0.0 0.0 0.0 0.000352576293181 0.0244431108661414 0.0 0.0 0.0087221425695466 0.0 0.0 0.0184201189497307 0.0 0.0 1.8500831118e-06 0.0 0.0 0.0 0.0 0.1102633398481531 0.0235568215287121 0.0 0.0 0.0 6.2535415094e-10 52.870248 32.013929 7.67348 2048 1 1920937184464.705393901