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
HDC16 SNL Haswell Shepard 192 192 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.8725604154282618 0.0144448103729518 0.0136110848483581 0.0 0.0063992441767428 0.3558505319103705 0.1114198505710212 0.0 0.0043158351482924 0.0 0.0162256159017815 0.0069441383355638 0.0205884743742805 0.0660703278391532 0.0392799207901791 0.0 0.040753400270076 0.0193883143133235 0.6044477570576533 0.014104204842278 0.0082050247902924 0.0147886707804888 0.0140590740199047 0.0064191658132641 0.0165519239596327 0.0 0.0 2.93595541388e-05 0.0 0.0 0.0 0.1679013453004621 0.0244174929998362 0.0 7.61640738076e-05 6.382775553e-07 0.0 9.2460622725e-06 0.0128936219631944 2.50250730695e-05 1.8193519587e-05 0.0 0.0019228045235537 4.4048802974e-10 331.995444 253.880503 61.900094 192 1 1631001451785.330869182