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
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=3.0, ckp L2=6.0, ckp L3=9.0, ckp L4=12.0 1.6 stream_mpic-fti empirical 1.6 1 0.2566686598602958 0.0 0.0 0.0066415595174872 0.0173396314456793 0.0 0.0 1.063091754e-07 0.0172327575757891 0.263389573430294 0.0 0.0 0.0 -5.375761052e-05 8.57221047588e-05 0.0133018646097747 0.7320675645692734 0.0026058729631286 0.0135701079357967 0.0 0.0 0.0 0.0 4.68677628261e-05 0.0160452127596164 0.0 0.0 0.0161487035054932 0.0 0.0 0.0168375710205561 0.0 0.0 7.6737004347e-06 0.0 0.0 0.0 0.0 0.1530072572368612 0.0287817996153231 0.0 0.0 0.0 6.2547111342e-10 53.695034 31.771044 8.659166 512 1 2266426636793.537757749
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=2.0, ckp L2=4.0, ckp L3=6.0, ckp L4=8.0 1.6 stream_mpic-fti empirical 1.6 1 0.2583094237155831 0.0 0.0 0.0063998252492036 0.0195098038467566 0.0 0.0 1.016778395e-07 0.0190747477474343 0.2646282305899876 0.0 0.0 0.0 -5.26269712787e-05 0.0002539964988001 0.0123968679703296 0.7171062138930543 0.002484070150842 0.0128775341244345 0.0 0.0 0.0 0.0 6.04271605666e-05 0.0238919191474025 0.0 0.0 0.0154051498908335 0.0 0.0 0.0153266939617073 0.0 0.0 8.8730884045e-06 0.0 0.0 0.0 0.0 0.1500338507468191 0.0290220586447864 0.0 0.0 0.0 6.2542495805e-10 55.536266 33.861467 8.569826 512 1 2345415968965.423349082
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=3.0, ckp L2=4.0, ckp L3=5.0, ckp L4=6.0 1.6 stream_mpic-fti empirical 1.6 1 0.2579348021048591 0.0 0.0 0.0062901789424796 0.0191917167909288 0.0 0.0 1.00693209e-07 0.02011887744194 0.2623712056023749 0.0 0.0 0.0 -7.65898260857e-05 0.0001597128416972 0.0125954343828515 0.7274870302121322 0.0024641644001331 0.0126456077303694 0.0 0.0 0.0 0.0 2.47437137744e-05 0.0207439150363201 0.0 0.0 0.0150751361271437 0.0 0.0 0.0156397623644273 0.0 0.0 1.05291496915e-05 0.0 0.0 0.0 0.0 0.1483264391484222 0.0270250077556708 0.0 0.0 0.0 6.2531843693e-10 55.458219 33.529125 8.569284 512 1 2389726011176.735575418
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=3.0, ckp L2=5.0, ckp L3=7.0, ckp L4=11.0 1.6 stream_mpic-fti empirical 1.6 1 0.2596599808991845 0.0 0.0 0.0062650742266605 0.0203860532470055 0.0 0.0 1.010810546e-07 0.0196083171090118 0.262854967272743 0.0 0.0 0.0 -7.95377535177e-05 0.0002522161342634 0.0125229484940466 0.7272387597386472 0.0025219791963758 0.0127714648557786 0.0 0.0 0.0 0.0 3.11653713671e-05 0.0206283620308518 0.0 0.0 0.0149936730685158 0.0 0.0 0.0161702406487605 0.0 0.0 7.3945084065e-06 0.0 0.0 0.0 0.0 0.1513275324244624 0.0277723466017351 0.0 0.0 0.0 6.253662637e-10 53.869499 32.017873 8.672997 512 1 2392218346011.810934214
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=4.0, ckp L2=5.0, ckp L3=6.0, ckp L4=7.0 1.6 stream_mpic-fti empirical 1.6 1 0.2581651840381806 0.0 0.0 0.006374584128093 0.0183368002642943 0.0 0.0 1.01493019e-07 0.0193860759191001 0.2634254240993654 0.0 0.0 0.0 -8.64085495971e-05 0.0004149454091866 0.0127428249547801 0.7255433646409734 0.0025636405759491 0.0130754478871227 0.0 0.0 0.0 0.0 3.92798387463e-05 0.0211963021609355 0.0 0.0 0.0154974911101338 0.0 0.0 0.01593290908106 0.0 0.0 7.4529107159e-06 0.0 0.0 0.0 0.0 0.1493667977290866 0.0270522136346594 0.0 0.0 0.0 6.2535129689e-10 55.578356 33.916511 8.550662 512 1 2395849157827.113945141
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=2.0, ckp L2=5.0, ckp L3=8.0, ckp L4=11.0 1.6 stream_mpic-fti empirical 1.6 1 0.2632063565515765 0.0 0.0 0.0062992284505046 0.0195099889862477 0.0 0.0 9.94860175e-08 0.0197710361393525 0.2658684170663803 0.0 0.0 0.0 -4.03525042674e-05 0.0001565533285155 0.0125707293736537 0.7274512029099378 0.0024643984382711 0.012644098281606 0.0 0.0 0.0 0.0 2.57301106946e-05 0.0205437783191156 0.0 0.0 0.014965435257666 0.0 0.0 0.0155255158765266 0.0 0.0 9.5260803905e-06 0.0 0.0 0.0 0.0 0.1481381573440261 0.0270450521151186 0.0 0.0 0.0 6.2530568007e-10 54.186834 32.994646 7.741667 512 1 2414159512881.777811611
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=2.0, ckp L2=3.0, ckp L3=4.0, ckp L4=5.0 1.6 stream_mpic-fti empirical 1.6 1 0.261914812756233 0.0 0.0 0.0061594878217772 0.0206847588983857 0.0 0.0 9.79365481e-08 0.0224380598617335 0.2649297062793095 0.0 0.0 0.0 -7.3070623741e-05 0.0003627356680605 0.0122772183856309 0.7256025146723523 0.0024126639916188 0.0121511442441481 0.0 0.0 0.0 0.0 5.41389762875e-05 0.0234617698812442 0.0 0.0 0.015096054439502 0.0 0.0 0.0153028143734039 0.0 0.0 9.0024931815e-06 0.0 0.0 0.0 0.0 0.1482604916265575 0.0284665283184461 0.0 0.0 0.0 6.2540960939e-10 53.773187 31.948564 8.596285 512 1 2436831391968.005015306
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=1.0, ckp L2=4.0, ckp L3=7.0, ckp L4=10.0 1.6 stream_mpic-fti empirical 1.6 1 0.2599380988291504 0.0 0.0 0.0060186115721332 0.022570939535867 0.0 0.0 9.63604236e-08 0.0230313290510922 0.2612903009101452 0.0 0.0 0.0 -6.70148609117e-05 0.0002521641120679 0.0121320470180764 0.7245735439260307 0.0024580636414688 0.0123594071132552 0.0 0.0 0.0 0.0 6.81978818162e-05 0.022100910900734 0.0 0.0 0.0148311361874685 0.0 0.0 0.015164897992884 0.0 0.0 8.0695466323e-06 0.0 0.0 0.0 0.0 0.1457547634976449 0.0262222674465571 0.0 0.0 0.0 6.2541614981e-10 53.930674 31.860858 8.747434 512 1 2502255267113.630661363
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=1.0, ckp L2=3.0, ckp L3=5.0, ckp L4=7.0 1.6 stream_mpic-fti empirical 1.6 1 0.2599628289319617 0.0 0.0 0.0059297701926223 0.022334193512766 0.0 0.0 9.5403772e-08 0.0232580348887939 0.2655935111765368 0.0 0.0 0.0 -0.0001203630586878 0.0002538781695647 0.0121363287604343 0.7224132981737902 0.0024667906755136 0.0125663589445534 0.0 0.0 0.0 0.0 8.16227772306e-05 0.0212568666552709 0.0 0.0 0.0144387610681674 0.0 0.0 0.0152563845451855 0.0 0.0 6.8567715401e-06 0.0 0.0 0.0 0.0 0.1454937177128547 0.0267595393616817 0.0 0.0 0.0 6.2524274859e-10 54.931986 32.896637 8.600545 512 1 2525297309821.935891058
STREAM-FTI ANL Mira 512 512 1 STREAM array size=128000000.0, NTIMES=30000.0, ckp L1=1.0, ckp L2=2.0, ckp L3=3.0, ckp L4=4.0 1.6 stream_mpic-fti empirical 1.6 1 0.2601341149599598 0.0 0.0 0.0060986531902068 0.0210091023512669 0.0 0.0 9.73184701e-08 0.0221136582928551 0.2643174013128238 0.0 0.0 0.0 -0.0001317666170067 0.0002430985487678 0.0118277501719972 0.7217472234399724 0.0023351177232922 0.0118744936250828 0.0 0.0 0.0 0.0 3.23029701523e-05 0.0247902459497577 0.0 0.0 0.0148562842525314 0.0 0.0 0.0147978364190189 0.0 0.0 1.16192495752e-05 0.0 0.0 0.0 0.0 0.1496781217281824 0.0284062281754133 0.0 0.0 0.0 6.2531940011e-10 54.61487 32.846429 8.444754 512 1 2581471369217.136313676