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 512 512 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 2.035190171232215 0.0220704577421079 0.0019109213029155 0.0 2.72249953783e-05 0.6152863749715963 0.1675272612457765 0.0 0.0008359379276225 0.0 0.0314402406986364 3.1925519191e-05 0.0320247269578224 0.29133071643995 0.263693568514463 0.0 0.0259349615571243 0.0015704011976584 0.1946304881540152 0.0014845297738671 0.0004110605422324 6.50755167794e-05 0.0014327580247933 0.0013175236525086 5.73558555442e-05 0.0 0.0 6.62622040878e-05 0.0 0.0 0.0 0.3134114112309651 0.0301147648090914 0.0 2.9088083235e-06 9.909769251e-07 0.0 0.0004253370554966 0.0026678924676788 3.87128157184e-05 6.39311497162e-05 0.0 0.0006347677618645 8.5140769725e-10 142.033926 101.821593 24.191142 512 1 367663011517.365043413
La SNL Haswell Shepard 512 512 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 1.660887584987102 0.0263754373591896 0.0027739339762088 0.0 2.81439901516e-05 0.6131299551383744 0.167278229048794 0.0 0.0008606988354565 0.0 0.0307325540198467 3.05426514046e-05 0.0301024358269133 0.2910730683693518 0.2639469581193914 0.0 0.0268369764145951 0.0013671280587216 0.1946378615082635 0.0015116208193262 0.0003430491284033 5.66163155087e-05 0.0014446725083875 0.0013361342218233 5.39403986451e-05 0.0 0.0 6.06466609906e-05 0.0 0.0 0.0 0.3129231265986736 0.0289401497123582 0.0 3.1473875185e-06 7.759312301e-07 0.0 0.0004203651345258 0.0029608409173108 3.51422187378e-05 6.69190153339e-05 0.0 0.0007146546898041 6.8217070032e-10 161.254813 120.593544 24.61178 512 1 367282065738.780248058
La SNL Haswell Shepard 512 512 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 2.028400859103203 0.0216846612678946 0.0023825465505103 0.0 2.6164806822e-05 0.5751578402746733 0.1597445731096957 0.0 0.0007952100317848 0.0 0.0303753603749033 2.92861915e-05 0.028786032645129 0.2847425786469684 0.2576347785749017 0.0 0.0269766666755752 0.0011492797758954 0.2179882360472188 0.0014446585607279 0.0002846938571349 4.77992680988e-05 0.0013804407433191 0.0012705362270424 5.61022566342e-05 0.0 0.0 5.26014700847e-05 0.0 0.0 0.0 0.2996472723667092 0.0289270423838808 0.0 2.2911600527e-06 6.609368017e-07 0.0 0.0004069359695727 0.0035323651379573 3.81651631298e-05 5.94324627319e-05 0.0 0.0009538950601057 5.6474236969e-10 185.479547 144.84387 24.569678 512 1 374081950174.847700119
La SNL Haswell Shepard 512 512 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 1.98100442466645 0.0213241484804881 0.0024776777110815 0.0 2.70796877935e-05 0.5833401286451253 0.1602055621774939 0.0 0.0008212948370405 0.0 0.0257181459184476 3.08361277357e-05 0.0301031505211131 0.2624658723373076 0.2306116706653563 0.0 0.0318122971847835 0.0012994717782787 0.2334024238401157 0.001524152820975 0.0003208909482966 5.45687512473e-05 0.0012075993495297 0.0011053296338522 5.21756898694e-05 0.0 0.0 6.00278627308e-05 0.0 0.0 0.0 0.2960152193048844 0.0247574900038673 0.0 2.7547266978e-06 7.890436561e-07 0.0 0.0003743033268471 0.0031302198750202 2.94906238863e-05 5.10783113959e-05 0.0 0.0008704545618516 4.8509056851e-10 211.281228 170.639156 24.437898 512 1 380343360553.703625335
La SNL Haswell Shepard 512 512 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 1.989322521703061 0.0223195224322245 0.0026369429226798 0.0 2.71355112576e-05 0.5722695767176922 0.1563385904389796 0.0 0.0008218347999513 0.0 0.0280924554401234 3.01960231777e-05 0.0294663060578188 0.2697419171013277 0.2444095492399827 0.0 0.0256945565574071 0.0012972666563156 0.2361014118361976 0.0015921778751943 0.0003180854665474 5.54158854496e-05 0.0012931429457061 0.0011856773043255 5.37715074738e-05 0.0 0.0 5.70296432591e-05 0.0 0.0 0.0 0.2938664778045844 0.0278697459950613 0.0 3.0487997596e-06 6.552726382e-07 0.0 0.00038942155295 0.0033714932305301 3.31751616203e-05 5.51957349057e-05 0.0 0.0009869896146429 4.4344503442e-10 233.762558 191.348299 26.379947 512 1 366161380547.137258437