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
La SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.2 testing_ftdqr.x empirical 1.2 1 1.993899561290238 0.0388033314727251 0.0028675046976476 0.0 2.5829002234e-05 0.6469920023702523 0.172065165988683 0.0 0.0008725159571238 0.0 0.0387883883873771 2.78471966952e-05 0.0388888908202867 0.3219268567634629 0.307672303623986 0.0 0.014641506716732 0.0015725258291349 0.2200454181937664 0.0017193767631419 0.0026508718471102 6.22706633153e-05 0.0015992445984723 0.0015089189438366 6.08022527855e-05 0.0 0.0 3.49051824582e-05 0.0 0.0 0.0 0.3375633734883601 0.0427972634191257 0.0 1.3879603271e-06 3.017283787e-07 0.0 0.0002604226042174 0.0038220460736122 2.25354657492e-05 3.52088455512e-05 0.0 0.0015385179391066 8.4918282664e-10 168.274426 121.234281 31.079889 128 1 1214169584751.978328114
La SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.5 testing_ftdqr.x empirical 1.5 1 1.831600182426122 0.0355131210330416 0.0020625597943464 0.0 2.52216412049e-05 0.6451793321122913 0.1711430203984203 0.0 0.0008383206755633 0.0 0.0376244241366254 2.78981038198e-05 0.0381071967640482 0.3105491385267128 0.2980195588230677 0.0 0.0130239088005459 0.0015292383484759 0.2346887724086192 0.0015588626082138 0.0025362227320519 6.03006309549e-05 0.0017481674917786 0.0016612952383206 6.06828075177e-05 0.0 0.0 2.98507659768e-05 0.0 0.0 0.0 0.3140131990137836 0.0409883594879598 0.0 1.448217574e-06 4.421979888e-07 0.0 0.0002557504264504 0.0055809977326035 1.87468646634e-05 3.24066255396e-05 0.0 0.0021582396050657 6.7867020381e-10 184.94139 136.888736 32.00767 128 1 1232218788014.040424445
La SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 1.8 testing_ftdqr.x empirical 1.8 1 1.791992656412948 0.0454934950783961 0.0047504874580983 0.0 2.37925507473e-05 0.6050276441812498 0.1613314152737118 0.0 0.0007875937717385 0.0 0.0347872575702363 2.63575622164e-05 0.0356266837641081 0.2926681297618688 0.2804563716117529 0.0 0.0122190957206454 0.0015016180974717 0.2896402169885696 0.0014933423088872 0.0025457473829107 6.24623731014e-05 0.0014547378816872 0.0013740242034029 5.71115008599e-05 0.0 0.0 3.06562362543e-05 0.0 0.0 0.0 0.3040664376690671 0.0386728487266404 0.0 1.3711209762e-06 7.82210612e-07 0.0 0.0002404893172691 0.0061268675958631 1.80246547603e-05 3.02387701483e-05 0.0 0.0024094569496504 5.644356375e-10 211.973992 163.153944 33.431272 128 1 1238592448018.486430173
La SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 2.1 testing_ftdqr.x empirical 2.1 1 1.736191107108366 0.0437063886457033 0.0054725453124823 0.0 1.1911071619e-05 0.5683761057766397 0.1508594276104109 0.0 0.00039881462281 0.0 0.032904590221806 2.48624185445e-05 0.0332261716750885 0.2758044275226982 0.2633706755669794 0.0 0.012104427321206 0.0013718581129243 0.3308319285590231 0.0014750048472712 0.0022542885185454 5.55578607676e-05 0.0014675332782626 0.0013910493846768 5.47347211677e-05 0.0 0.0 2.91199856022e-05 0.0 0.0 0.0 0.2867606315685841 0.0363354431051384 0.0 1.3847434748e-06 3.662152591e-07 0.0 0.0002261552207999 0.0064518913342282 1.70599669351e-05 2.94829211293e-05 0.0 0.0026185103900121 4.8324792099e-10 246.390196 195.794612 35.156898 128 1 1286927051286.516079006
La SNL Haswell Shepard 128 128 1 max matrix size=20000.0, min matrix size=6000.0, stride size=2000.0, block size=100.0 2.3 testing_ftdqr.x empirical 2.3 1 2.028758397932844 0.0282211624781785 0.005206014701965 0.0 1.82593784036e-05 0.5474999924185624 0.1455282969812896 0.0 0.0006132301328792 0.0 0.0309910143911779 2.36902864551e-05 0.0317810049184745 0.2646722836018331 0.2516905983396469 0.0 0.0120313383212514 0.001462739614406 0.3555762426402916 0.0013573744634621 0.0021955112031274 5.33572985849e-05 0.001317689364648 0.0012447502309653 5.30941251425e-05 0.0 0.0 2.65200564321e-05 0.0 0.0 0.0 0.2732570299265304 0.0347528859564954 0.0 1.1145024392e-06 3.92602104e-07 0.0 0.0002180545887552 0.0065676446785901 1.6156747855e-05 2.65358214424e-05 0.0 0.0026162445652527 4.4052545062e-10 272.00522 218.655204 37.300845 128 1 1282833913919.486316557