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
eq3dyna systemg 20 4 5 element size=200.0 2.4 eqdyna3drun-hybrid-optimized empirical 2.4 1 1.258094207727017 0.0032055182200641 0.0024794656214937 0.0486427980856661 0.1206780745167032 0.0015567649134127 0.0009303183307869 0.000740931942392 0.1894034483887883 1.33508992700696 0.0006164235570932 0.0002805172108995 0.0001371692377285 0.1110483344136808 0.0017346355758095 0.1032837932725331 0.3068067636365838 0.0059594534928272 0.0007622367172532 0.0007622367172532 0.0069520471544625 0.0061813191264871 0.0007707280279754 1.76263728463e-05 0.2314722277259086 0.5399667789615687 0.5430677869049552 0.0031010079433865 1.535567035838272 0.9915369494028072 0.1012989617998395 3.09302877764e-05 5.91083742962e-05 0.0017723278472168 0.0024601437269146 3.0189818533e-06 0.0044368315799387 0.0069244680644226 0.3504540285316557 0.1357699235670675 4.623050457e-07 4.600861513e-07 0.0 6.6720557675e-10 284.0064 101.2624 89.4773 4 5 213360024197.369690226
eq3dyna systemg 20 4 5 element size=200.0 2.4 eqdyna3drun-hybrid-original empirical 2.4 1 1.33155432164274 0.002542881851962 0.001943406745725 0.0354250020177656 0.1275491000226797 0.001213484702881 0.0006769062831135 0.0005511383547304 0.1793866482034189 1.351755994691403 0.000558960922177 0.0002751898072787 0.0001962704856674 0.1069253130707793 0.0013457935230153 0.072569573223427 0.3504150715876511 0.004847835694835 0.0007272079871882 0.0007272079871882 0.0051648530702916 0.0044828873427982 0.0006819657274934 1.34762941969e-05 0.2302539299704942 0.6249909952671118 0.6274192157427962 0.0024282204756845 1.618032554278979 0.9947698074364688 0.0728596922583464 2.53572265013e-05 8.31217992028e-05 0.0012960613319707 0.001888281882488 2.0039466768e-06 0.0035160546067696 0.0053781032706939 0.3883485859101484 0.16672183618627 3.739725462e-07 4.57251361e-07 0.0 7.2510572305e-10 283.1633 98.4916 88.2805 4 5 297802517806.234269799
eq3dyna systemg 20 4 5 element size=200.0 2.8 eqdyna3drun-hybrid-optimized empirical 2.8 1 1.254874951377123 0.0028734954523134 0.0022495495575191 0.0444818793744547 0.1192741279095862 0.001419854427654 0.0008602353543517 0.0006599116029856 0.1804353910000163 1.273692182424754 0.0005347093603854 0.000243397231254 0.0001166387486851 0.1084688735281771 0.0016016065309214 0.0897625594072381 0.3296971544547329 0.0053219623339462 0.0006580646687351 0.0006580646687351 0.0060780837628487 0.0054150022376862 0.0006630815251625 1.55852814524e-05 0.2282908152351188 0.5442570302320625 0.5470985164765784 0.0028414862445158 1.54030867759622 0.9916779391107312 0.0928854515619798 2.94808701186e-05 5.91997478833e-05 0.0016504270065729 0.0022108966586659 2.4360980921e-06 0.0040007026638843 0.0062769590928116 0.353688740410769 0.1421727824935551 3.881431005e-07 3.914225518e-07 0.0 5.7761715577e-10 300.7933 111.5852 87.9119 4 5 234863763385.204343859
eq3dyna systemg 20 4 5 element size=200.0 2.8 eqdyna3drun-hybrid-original empirical 2.8 1 1.298705216360872 0.0022330019978402 0.001728919839989 0.0306231877733722 0.1258096492888175 0.0010762910973017 0.0005910894456893 0.0004867178109813 0.1776813478601572 1.35785564024118 0.0004996400647961 0.0002359273770094 0.0001661583491966 0.1038777586439105 0.0011781570158889 0.0648612527419652 0.3707753316403693 0.0042462889728646 0.000618712815172 0.000618712815172 0.0048430001312886 0.0042293461717192 0.0006136539595693 1.17813272449e-05 0.230662057754606 0.6259266251387287 0.628101791045177 0.0021751659064484 1.619812917329034 0.9938351395539112 0.0623045555289888 2.21728499329e-05 6.79009857613e-05 0.0011843106953957 0.0017509375446709 1.8655375754e-06 0.0031276864319563 0.0048325005175487 0.3871240383047785 0.1702350804939525 2.933344032e-07 3.866721426e-07 0.0 6.1226796908e-10 299.3804 112.3946 89.2299 4 5 335917229687.915654502