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
sp-mz SystemG 448 64 7 Class D=1632.0 2.4 sp-mz.D.64 empirical 2.4 1 1.102147284501679 0.0182323167461474 0.002315714071235 0.1306195126536469 0.0525349890911377 0.0 0.0093066887363742 0.0041984289284838 0.0572708739725723 1.111940401945236 0.0065491535012768 6.77490441922e-05 0.000590750114981 0.0240918201846028 0.0002041907351869 0.2625356090885715 0.4985833474270012 0.040062270852687 0.0030472105744947 0.0030472105744947 0.0 0.0399694079833905 0.0030458893373924 3.06714166293e-05 0.065152032601306 0.0 0.5562505455552811 0.0180624177967005 0.0 0.98806377034609 0.2625234131053524 5.98905577526e-05 6.4274853922e-06 1.505979887e-07 0.0 1.96963766403e-05 0.0 0.0421179666256455 0.0 0.0 8.143285724e-07 4.472870778e-07 0.0 4.2090814148e-10 307.8368 117.0326 89.9147 64 7 228493784087.49519444
sp-mz SystemG 448 64 7 Class D=1632.0 2.8 sp-mz.D.64 empirical 2.8 1 1.035423910368818 0.0156488495199724 0.0021561839860181 0.114652324337241 0.0620793085075611 0.0 0.0080676165644128 0.0036287320604414 0.0642917924933195 1.107258559881334 0.00471607372743 7.78344432222e-05 0.0006615890482122 0.0285945581728733 0.0001904626644325 0.2350634246086986 0.5246430829834808 0.0340642397587615 0.0027340922628424 0.0027340922628424 0.0 0.0358956933425581 0.0028943349455283 2.17376355076e-05 0.0827450125091917 0.0 0.5242838503021545 0.0157277194329312 0.0 0.989255638381295 0.2319558921210614 5.18723877003e-05 4.8642620648e-06 1.27916682e-07 0.0 1.64236028417e-05 0.0 0.0365063356015311 0.0 0.0 1.1279871198e-06 4.143247878e-07 0.0 3.6150166398e-10 330.1031 134.6917 90.124 64 7 268199249576.245339196