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
Qbox ANL BGQ Mira 64 32 2 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.4425458879918768 0.0 0.0 0.0014820320565173 0.0113771331015985 0.0 0.0 1.55764425e-06 0.0128283233470652 0.4920236555840312 0.0 0.0 0.0 1.82714847477e-05 0.0008089202908025 0.2914142790531253 0.3431562205576431 0.0255529214601184 0.0129593690728566 0.0 0.0 0.0 0.0 0.0002004087735829 0.0136237953762965 0.0 0.0 0.0383294690814254 0.0 0.0 2.267392016668286 0.0 0.0 0.3567865654464953 0.0 0.0 0.0 0.0 0.0906822488549522 0.0214077946366309 0.0 1.006e-13 0.0 6.260198296e-10 51.899364 30.706836 7.723968 32 2 9899818981708.498902796
Qbox ANL BGQ Mira 64 64 1 number of atoms=1024.0 1.6 qb-bgq-inst empirical 1.6 1 0.4234992655003089 0.0 0.0 0.0011305780336805 0.0121612887737862 0.0 0.0 9.295689521e-07 0.0150213675965414 0.482393009884899 0.0 0.0 0.0 9.50088291877e-05 0.0011697805324104 0.2536263101320622 0.3685286052321615 0.0234200608930938 0.0148535975657617 0.0 0.0 0.0 0.0 0.0002759711769477 0.0164198611002016 0.0 0.0 0.0379993246918181 0.0 0.0 1.972245158824147 0.0 0.0 0.3111733133343819 0.0 0.0 0.0 0.0 0.0928684384721363 0.02828588300615 0.0 8.65e-14 0.0 6.2507957031e-10 50.892962 30.727774 6.890187 64 1 11566120494730.779069669