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 32 32 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 2.239171083561676 0.0491643944033999 0.0024328004739013 0.0 1.67875266542e-05 0.5787062476330075 0.1624172213665824 0.0 0.0005658800989688 0.0 0.0287689607515129 1.89178683277e-05 0.0305947844615298 0.2639368169031957 0.2473949026940939 0.0 0.0199433559700923 0.0023534103635162 0.1624115444776177 0.0035639988674296 0.0124502751076371 5.63462043446e-05 0.0026037614494966 0.0025396687329406 5.46514852694e-05 0.0 0.0 1.30013851957e-05 0.0 0.0 0.0 0.3022426047873362 0.051024789292132 0.0 2.422220795e-07 6.58689427e-08 0.0 0.0001588390084429 0.0029736404155158 8.4849307757e-06 1.57708810907e-05 0.0 0.001114425514922 8.473317199e-10 184.572394 131.961416 37.405891 32 1 4576975018069.307616392
La SNL Haswell Shepard 32 32 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 2.243756150750516 0.0485185069508455 0.0036673605534383 0.0 1.74050972395e-05 0.5739429994825713 0.1626073803583582 0.0 0.000580017704494 0.0 0.0277811230491615 1.97299758096e-05 0.0322007004155697 0.2619615128914889 0.2424687627149233 0.0 0.0138840392377716 0.0030904348549231 0.1762672969000293 0.0019060666653744 0.0116683278968333 5.36102834113e-05 0.0017172337023551 0.0016582687812036 4.9901464672e-05 0.0 0.0 1.2148812128e-05 0.0 0.0 0.0 0.2873247798251799 0.0497066256669728 0.0 2.528840395e-07 8.65814722e-08 0.0 0.0001446806170769 0.0045607325625789 6.7354962053e-06 1.25780044325e-05 0.0 0.0014685266091983 6.7613091601e-10 209.424206 154.728183 38.322144 32 1 4629305341443.234562263
La SNL Haswell Shepard 32 32 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 2.138281394284293 0.0495066399145789 0.00475503072083 0.0 1.58826661662e-05 0.5605301209036084 0.1576773030195787 0.0 0.0005585185516122 0.0 0.0276710304239458 1.68818567403e-05 0.0272723114588394 0.2608808517944931 0.2444303216733038 0.0 0.0138497294330436 0.0051802539300789 0.2136846150109181 0.0021041201909672 0.0114896892725424 5.11662344438e-05 0.0034962316999497 0.0034396797572408 4.97762879748e-05 0.0 0.0 9.9062851153e-06 0.0 0.0 0.0 0.2693735897109452 0.0509150287070089 0.0 1.603171501e-07 1.000646771e-07 0.0 0.0001361591189061 0.0053381075965677 7.0626929645e-06 9.4893681142e-06 0.0 0.0020626120922325 5.6260105043e-10 243.513004 186.689097 41.446716 32 1 4692277284200.448555497
La SNL Haswell Shepard 32 32 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 1.830881656618239 0.0475845842678152 0.0067808861785361 0.0 1.5008230328e-05 0.5164333015408866 0.1454835575140843 0.0 0.0005327498367486 0.0 0.0258426351825035 1.54059925467e-05 0.0239196928908695 0.238151165374817 0.2216123458116861 0.0 0.0099805764417979 0.001992458409463 0.2391700812226082 0.0028070276613994 0.0109657715111828 5.08824199365e-05 0.002171053652074 0.0021139659893938 5.18402451246e-05 0.0 0.0 9.2622210772e-06 0.0 0.0 0.0 0.2673952487406965 0.0490285902809697 0.0 2.0271576e-07 4.40374896e-08 0.0 0.0001179376009179 0.0060880630105175 6.3547555907e-06 8.3782270059e-06 0.0 0.0022368125615843 4.8270921743e-10 270.731559 212.362845 43.084793 32 1 4914241104882.147557793
La SNL Haswell Shepard 32 32 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 2.038071536678597 0.045015437533009 0.0056537906009978 0.0 1.50898225165e-05 0.5030320961608841 0.1424329808637841 0.0 0.0005771031166287 0.0 0.0242324716039627 9.7413169514e-06 0.0157103669857287 0.1626133565773977 0.1526358142878927 0.0 0.009475845178314 0.0037230016023672 0.2676406872864544 0.0020757055827928 0.0112602103079271 5.11701042609e-05 0.0024029606571127 0.0023506383471228 4.76483382663e-05 0.0 0.0 7.35936688e-06 0.0 0.0 0.0 0.2396319199310272 0.0468790221677111 0.0 2.0654904e-07 6.94428157e-08 0.0 8.5534333496e-05 0.0064111763773275 5.5944491993e-06 8.2788761236e-06 0.0 0.0022789106392289 4.3983684041e-10 302.272986 244.706025 43.9209 32 1 4987031750126.517329581