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 320 320 1 number of iterations=50000.0, Local data size (MB)=16.0 2.301 hdc-ins empirical 2.301 1 0.911932381420306 0.0142395375160457 0.0130600440851367 0.0 0.0063298384175157 0.4370706345381327 0.1478404489982753 0.0 0.0042662605207302 0.0 0.0159165450881804 0.0070209772291784 0.0202155841428615 0.0676878615132904 0.0401580372387996 0.0 0.0192151119764455 0.0205814397373337 0.7645280207369369 0.0146504049783981 0.0082200565263116 0.0165766364133472 0.0143659324338059 0.0067833503623166 0.0150636498422992 0.0 0.0 2.68887100282e-05 0.0 0.0 0.0 0.1246385522540038 0.0242638394806243 0.0 8.83891668319e-05 5.156382835e-07 0.0 9.1261911275e-06 0.0131359163865974 2.6969174042e-05 2.03050205799e-05 0.0 0.001854027131765 4.4029834709e-10 313.58631 234.990867 63.112764 320 1 1692958824230.229748783