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 256 256 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 2.110051988794171 0.0261999677394945 0.0027947261395118 0.0 2.97410237588e-05 0.6465814129940272 0.1727958050268271 0.0 0.0009988499205229 0.0 0.0359578942895839 3.25739337254e-05 0.0365678132640762 0.3129679022485133 0.2936620872445615 0.0 0.0196716878605132 0.00161813675289 0.2133859418096968 0.00193461889564 0.0004008887162178 5.77380361825e-05 0.0016252802856517 0.0015133148890018 5.72739559168e-05 0.0 0.0 6.0862984654e-05 0.0 0.0 0.0 0.3236273528224539 0.0345047348336345 0.0 2.4303221537e-06 8.849768605e-07 0.0 0.0004577728895783 0.0040904161934464 3.51358487882e-05 6.0273018773e-05 0.0 0.0014599866957955 8.4938246541e-10 159.413297 116.214456 27.953158 256 1 650729709534.562641449
La SNL Haswell Shepard 256 256 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 1.868919622713251 0.0271958321683047 0.0038467429942272 0.0 2.99825750984e-05 0.6077074741057982 0.1642687552482814 0.0 0.0010019332021141 0.0 0.0347465656479493 3.37815577485e-05 0.0357078538813887 0.2993314374340403 0.2809174837577854 0.0 0.0197250601793252 0.0016547691388483 0.2399832262152672 0.00161024760024 0.000375212084554 5.52770001378e-05 0.0015556077432671 0.0014492147438454 5.66171237083e-05 0.0 0.0 5.29073299407e-05 0.0 0.0 0.0 0.3142835738402603 0.0333885278769136 0.0 6.7930948982e-06 6.106705278e-07 0.0 0.0004388726798732 0.0048831332718265 2.85753486655e-05 5.53100243382e-05 0.0 0.0019067123851476 6.7857306263e-10 175.056995 130.121889 28.939371 256 1 673506860453.135226159
La SNL Haswell Shepard 256 256 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 2.071051447711891 0.0244026220332377 0.0039677742084434 0.0 2.86968539752e-05 0.5925281782976236 0.1589157941995851 0.0 0.0009557272573508 0.0 0.0336790183433429 3.12399357614e-05 0.0333740486088036 0.2835185935704723 0.2664788625054338 0.0 0.0179811713188139 0.0010040573599236 0.2727657096075018 0.0018604965154956 0.0002688215825435 4.28296000971e-05 0.0014713300288939 0.0013686932778272 5.40372330686e-05 0.0 0.0 5.10421812893e-05 0.0 0.0 0.0 0.3000503090174368 0.0317698073776291 0.0 2.1265736738e-06 6.649826825e-07 0.0 0.0004233003228672 0.0056968183992565 2.74549327385e-05 5.0895511156e-05 0.0 0.0022428854557839 5.6381419061e-10 202.408172 156.435773 29.909861 256 1 668028093781.220481154
La SNL Haswell Shepard 256 256 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 1.980998667511534 0.0233943576955047 0.0044260662743747 0.0 2.81388913989e-05 0.5629144297839807 0.1511099744026653 0.0 0.0009000319512711 0.0 0.0316183621255645 3.02647365358e-05 0.0319651278244486 0.2693596903486324 0.2525114252453567 0.0 0.0172204946506414 0.0014107926882429 0.2354816670398716 0.0009810950273809 0.000334737748352 5.06178029563e-05 0.0013740235162368 0.0012810062778874 5.09407975744e-05 0.0 0.0 4.78653768886e-05 0.0 0.0 0.0 0.287515484305215 0.0189535817695183 0.0 2.0066356111e-06 6.773210446e-07 0.0 0.0003979781408242 0.0059191733772792 2.56936431004e-05 3.35037225903e-05 0.0 0.0023581412571047 4.838360565e-10 235.321899 187.297259 31.914803 256 1 696709878214.70887009
La SNL Haswell Shepard 256 256 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 1.971789708183363 0.023389868989924 0.0043744999469283 0.0 2.68912257639e-05 0.5402456327596898 0.1457249978336769 0.0 0.0008624770775503 0.0 0.0305050149945454 2.91590275952e-05 0.0306028384695146 0.2629638404331185 0.2453984381825569 0.0 0.0155041349566717 0.0013206892168937 0.3343389776247122 0.0013740736691232 0.0003193742155662 4.83023168077e-05 0.0013144770270149 0.0012268604157626 4.77506543671e-05 0.0 0.0 4.5330558987e-05 0.0 0.0 0.0 0.2776800127261078 0.0290186584673865 0.0 1.8658073043e-06 3.450728253e-07 0.0 0.0003834751857516 0.0060967064804182 2.47504642061e-05 4.98595296387e-05 0.0 0.002390999828955 4.4090085971e-10 253.593237 207.51885 30.912526 256 1 696695144123.877625904