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
Ftla 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 2.24143054430712 0.0509736316485829 0.0028234855658154 0.0 1.96562058495e-05 0.6042829801122775 0.1706539522033458 0.0 0.0006039113751787 0.0 0.0379944504584366 2.27609826172e-05 0.0319170359884751 0.2735927356027381 0.2559982087041719 0.0 0.0154826602525158 0.0029640354204341 0.1734991920720765 0.0028754371752036 0.0133394438650628 6.45541830474e-05 0.0033951230445121 0.0033275417870074 5.87199325036e-05 0.0 0.0 1.32077732949e-05 0.0 0.0 0.0 0.3096234918656089 0.052155277394019 0.0 3.642679988e-07 4.41257439e-08 0.0 0.0001488025995617 0.0030742557187847 8.2490108767e-06 1.29189056677e-05 0.0 0.0017870430489291 8.4624554417e-10 187.541651 135.262601 37.155798 32 1 9549970036092.154706654
Ftla 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 2.140392077253011 0.0505279454806632 0.0041123295331856 0.0 2.00002534644e-05 0.5936475036656162 0.1695657284609195 0.0 0.0005887891780165 0.0 0.0310182811694017 2.08801954226e-05 0.0289865157144322 0.266356482456395 0.2495814797165708 0.0 0.0195005205027459 0.0036882287809625 0.1881763386076175 0.0031847210832923 0.0130697850006095 6.41224626724e-05 0.0038849189726955 0.0038158151762114 6.20434003659e-05 0.0 0.0 1.1865694488e-05 0.0 0.0 0.0 0.295172735116319 0.0556907344961759 0.0 3.395624704e-07 1.13113398e-07 0.0 0.0001599165773635 0.0042194225065595 7.7760671856e-06 1.08804284676e-05 0.0 0.0017858599744386 6.7586766088e-10 208.178469 153.748579 39.130475 32 1 9689299219426.206436486
Ftla 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 2.168539632238451 0.0479890829131388 0.0047167319061697 0.0 1.88850008375e-05 0.5446244653795462 0.151602890282022 0.0 0.0005829904170162 0.0 0.0283141585011243 1.87947522012e-05 0.0259092071901664 0.2577541023105405 0.2408585038080986 0.0 0.0166745527494319 0.0038292213734401 0.235486356561545 0.0021605967025615 0.0111986491751147 5.56939516701e-05 0.002332631933875 0.002271438816556 5.46369390902e-05 0.0 0.0 9.5081991735e-06 0.0 0.0 0.0 0.2942111071612822 0.0520684934496277 0.0 1.1658385618e-06 9.51951547e-08 0.0 0.0001454589189603 0.005782727893577 6.9850331173e-06 1.05296109565e-05 0.0 0.0022528302881307 5.6271207286e-10 240.162161 183.855526 40.829291 32 1 10013623520393.007975955
Ftla 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 1.941842811918916 0.0458091879626471 0.0059200005547021 0.0 1.85775890553e-05 0.5412617999112632 0.1521132364010929 0.0 0.0005654460963048 0.0 0.0270925622816982 2.02269502118e-05 0.0279305065243124 0.2498548068389246 0.2337193669804906 0.0 0.014112615646358 0.003170955232903 0.6637922282578764 0.0013288279150777 0.010331576474665 5.2119016522e-05 0.0015870858850124 0.0015309397348475 5.05344634142e-05 0.0 0.0 9.9736322751e-06 0.0 0.0 0.0 0.2592529830484729 0.0512268582500171 0.0 2.316136201e-07 1.017554148e-07 0.0 0.0001335955491106 0.0060840516314465 7.086243446e-06 9.1934068582e-06 0.0 0.0022798376340254 4.8208409475e-10 261.987693 204.300422 42.277087 32 1 10724088183579.302789267
Ftla 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 1.93831599103203 0.0455950738261695 0.0060900938439938 0.0 1.79752507859e-05 0.5151464033438725 0.1391296949655407 0.0 0.0005462287347053 0.0 0.0132339502419814 1.97841230764e-05 0.0271133918824671 0.2449947674110989 0.230750031018836 0.0 0.0133782536489849 0.0037419464173261 0.2909020190969731 0.0031131741777214 0.0102171549565504 5.11417429985e-05 0.0016460160559466 0.0015903977927127 5.28734578742e-05 0.0 0.0 9.2114091377e-06 0.0 0.0 0.0 0.2605854507055225 0.0500950307185538 0.0 2.190983278e-07 6.96757047e-08 0.0 0.0001288915590634 0.0068362584754935 5.9227540318e-06 8.5586510508e-06 0.0 0.0016530094365437 4.4005447652e-10 305.531826 246.047784 44.109623 32 1 10760349705895.544970969