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
eq3dyna ANL BGQ Mira 8192 128 64 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.2929597263721017 0.0 0.0 0.0009370923492695 0.0218194366313842 0.0 0.0 3.82068418e-07 0.0347163262222269 0.3333300218140864 0.0 0.0 0.0 0.0044284806607639 0.0058853901596198 0.0046820591857097 0.5236278085875422 0.0021882817793828 0.0034648962358791 0.0 0.0 0.0 0.0 0.0008517518414211 0.03896037787787 0.0 0.0 0.0048244411940229 0.0 0.0 0.0069488249591857 0.0 0.0 2.34364272875e-05 0.0 0.0 0.0 0.0 0.0866446923285668 0.0497476825490828 0.0 3.84348719e-08 0.0 6.3628666097e-10 55.618542 34.920782 7.692178 128 64 786152894101.900066114
eq3dyna ANL BGQ Mira 8192 256 32 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.306913910384991 0.0 0.0 0.0003639341165162 0.0218333922026226 0.0 0.0 8.62897516e-08 0.0344951445485216 0.3503828055482465 0.0 0.0 0.0 0.0030440049385844 0.0054232817245265 0.0020165227386335 0.4980291404632277 0.0020772005004559 0.0017158038817774 0.0 0.0 0.0 0.0 0.0009612800278755 0.0393026552126369 0.0 0.0 0.0028307524939002 0.0 0.0 0.002736566922862 0.0 0.0 4.7354397481e-06 0.0 0.0 0.0 0.0 0.0923086659612183 0.0518166724860221 0.0 6.9539761e-09 0.0 6.3165490584e-10 50.930471 30.682423 7.445884 256 32 1343291356016.04369865