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 16384 256 64 element size=100.0 1.6 eqdyna3drun-p empirical 1.6 1 0.3012595753437264 0.0 0.0 0.0001921922938171 0.0213733892292282 0.0 0.0 8.69383984e-08 0.0335955490608857 0.3453177101567775 0.0 0.0 0.0 0.002486201249265 0.0051793174320172 0.0011632688385737 0.5047880489080669 0.002103349293146 0.0018161894670185 0.0 0.0 0.0 0.0 0.0009690631431425 0.038448844913056 0.0 0.0 0.002977955845282 0.0 0.0 0.0015494360511058 0.0 0.0 4.9835798614e-06 0.0 0.0 0.0 0.0 0.0912672955297672 0.0511377914199808 0.0 2.42052685e-08 0.0 6.2580794075e-10 53.9595 33.006364 7.867066 256 64 1332210932000.705841155