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
nekbone ANL BGQ Mira 4096 64 64 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3120768538955812 0.0 0.0 0.0117191111107743 0.0198119685294177 0.0 0.0 0.0001162976604336 0.0285122380418107 0.3455018592854185 0.0 0.0 0.0 -0.0015844070018609 0.0047480357980576 0.0607332909901007 0.534454156948655 0.0049517539650924 0.0101819221336932 0.0 0.0 0.0 0.0 8.76067911991e-05 0.0336586602179619 0.0 0.0 0.0148772076453801 0.0 0.0 0.0836571124432721 0.0 0.0 9.29567306249e-05 0.0 0.0 0.0 0.0 0.0824002956117837 0.0326227139317809 0.0 2.386037e-09 0.0 7.1426228022e-10 57.258438 34.253336 9.899781 64 64 10888847437.95297935
nekbone ANL BGQ Mira 4096 128 32 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.3618981632690066 0.0 0.0 0.0149529824642491 0.0209474318651412 0.0 0.0 0.0001058432850615 0.0291512777758761 0.397024436682521 0.0 0.0 0.0 -0.0010261783669719 0.004586349001496 0.0829302002496392 0.4904246473408848 0.0066301627338476 0.012068697877908 0.0 0.0 0.0 0.0 8.79412355918e-05 0.0336967587452522 0.0 0.0 0.0187528117230252 0.0 0.0 0.1354137889675261 0.0 0.0 7.39276888844e-05 0.0 0.0 0.0 0.0 0.1097028473842448 0.0357640225474787 0.0 7.519797e-10 0.0 6.9523567238e-10 52.164309 31.034247 8.056208 128 32 11952492270.071626787
nekbone ANL BGQ Mira 4096 512 8 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4672228266390746 0.0 0.0 0.0217831815076355 0.0215978667287379 0.0 0.0 5.94701818193e-05 0.0290412285316758 0.5028140412025228 0.0 0.0 0.0 0.0019274351526004 0.0031738142711762 0.1444385238641651 0.3439140609697372 0.0082250714075733 0.0147798462244956 0.0 0.0 0.0 0.0 7.98116387604e-05 0.0321547798409751 0.0 0.0 0.0228820522159499 0.0 0.0 0.2547577249044956 0.0 0.0 5.30934570361e-05 0.0 0.0 0.0 0.0 0.1787502799294604 0.039702073497248 0.0 0.0 0.0 6.6604272192e-10 49.773258 29.285162 7.470935 512 8 21254198167.937245103
nekbone ANL BGQ Mira 4096 256 16 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4387136672376794 0.0 0.0 0.0190605224881715 0.0216141390164809 0.0 0.0 8.89436740906e-05 0.0307143200496355 0.4707614403382155 0.0 0.0 0.0 0.0010502543452623 0.004053842170516 0.1187260962903087 0.3822156424764905 0.0062248543137199 0.0123083039979248 0.0 0.0 0.0 0.0 8.38995839792e-05 0.0332514936106639 0.0 0.0 0.0208583061141888 0.0 0.0 0.2021893673921328 0.0 0.0 0.0001010331459007 0.0 0.0 0.0 0.0 0.1502969565423836 0.0396693494690751 0.0 0.0 0.0 1.25951165589e-09 50.212782 29.563095 7.799855 256 16 14091112946.040113839219930588
nekbone ANL BGQ Mira 4096 1024 4 number of elements per node=512.0 1.6 nekbone-inst empirical 1.6 1 0.4943005835759655 0.0 0.0 0.0236802180870029 0.0215116580679687 0.0 0.0 3.5885406193e-05 0.0278879634385222 0.5256994600032519 0.0 0.0 0.0 0.0026038426672235 0.0024116630308752 0.164525783250312 0.3192783347724815 0.0091867775787425 0.015282855413075 0.0 0.0 0.0 0.0 7.01732493709e-05 0.0296907276519682 0.0 0.0 0.024361994932532 0.0 0.0 0.2975777140781627 0.0 0.0 3.99918506243e-05 0.0 0.0 0.0 0.0 0.2009963049870543 0.0394233443723787 0.0 0.0 0.0 6.4762761487e-10 50.388872 29.743616 7.712108 1024 4 35208370483.981119556