MuMMI

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
sp-mz SystemG 96 32 3 Class C=480.0 2.4 sp-mz.C.32 empirical 2.4 1 1.468413790852127 0.0252551988386564 0.0026058324061363 0.186601344054549 0.0583329176810553 0.0 -0.010116346403028 0.0127212706164621 0.0061271352590408 0.0572969107214959 1.499727741839058 0.0054846712097313 7.46092482945e-05 0.0006354277362625 0.0216155578654146 0.0003889513914967 0.374630361672517 0.4274208375954411 0.0584045079065191 0.0042159227934164 0.0 0.0042159227934164 0.0626342277027095 0.0584254436841657 0.0042087840185438 0.0 6.49948978893e-05 0.0796756407485158 0.0 0.7279991400457595 0.7532755449618672 0.0252764049161077 1.732092453150355 0.987706871956554 0.0 0.3713951596472224 0.0 0.0001416183258697 0.0 0.0 1.7555584623e-05 5.094277993e-07 0.0 0.002580733131047903 1.8e-05 0.0603 0.062903 32 3 5543.886280946277050559
sp-mz SystemG 96 16 6 Class C=480.0 2.4 sp-mz.C.16 empirical 2.4 1 1.221839299545046 0.0209875574608347 0.0027164890782379 0.1500393706664208 0.0555098402023288 0.0 -0.0075518338526473 0.0103001908794761 0.0048808029259204 0.0581854003905672 1.242126067555189 0.0089661985307674 0.0001265939561457 0.000812531442472 0.023010432593159 0.0003279271284391 0.3033641253110677 0.5106197352618578 0.0457494675333829 0.003658010497403 0.0 0.003658010497403 0.0489598667214332 0.0452113037883103 0.0037485629331229 0.0 8.14021663766e-05 0.0772726963872769 0.0 0.5882991123040124 0.608809587619635 0.0205104753156226 1.60265273501723 0.9856238114338688 0.0 0.2992971352515786 0.0 0.0001878268361704 0.0 0.0 1.15621070984e-05 3.925076474e-07 0.0 0.002742088964346215 1.9e-05 0.045862 0.048697 16 6 6927.214706372194261321
sp-mz SystemG 96 32 3 Class D=1632.0 2.4 sp-mz.D.32 empirical 2.4 1 1.491502547109301 0.0257298271780596 0.0026339115458197 0.1918569487955199 0.058383889698958 0.0 0.0134283334587452 0.0061937591473351 0.0578183949844635 1.492102185843944 0.0042254267382977 7.01048745826e-05 0.0005350205901185 0.0192652686745979 0.0002742480369069 0.3813240387982602 0.4358145875478435 0.0611090327510701 0.004114975315223 0.004114975315223 0.0 0.0605406091852582 0.0040908368454115 1.65488379649e-05 0.0792607607573298 0.0 0.7511834259468635 0.0255093793071784 0.0 0.9897335543318196 0.3846368563059723 3.90179044908e-05 0.0008229065638257 1.591482389e-07 0.0 1.94345356926e-05 0.0 0.0644405017616681 0.0 0.0 3.810772831e-07 4.427069164e-07 0.0 4.1940784868e-10 283.2261 104.2052 83.3158 32 3 697262766828.009662225
sp-mz SystemG 96 16 6 Class D=1632.0 2.4 sp-mz.D.16 empirical 2.4 1 1.217906283301324 0.0207913843845349 0.0027492435959656 0.1516433443271217 0.0505424565554764 0.0 0.0104948112555399 0.0047584347019109 0.0522033655930248 1.218971613111389 0.0067007346921896 9.48156023586e-05 0.0008957759706056 0.0221630504473967 0.000242577693671 0.3034047449263856 0.4805351084888539 0.0458110739303078 0.0035774092132781 0.0035774092132781 0.0 0.0457873223532725 0.0033925521958859 2.5215560865e-05 0.0739555967522512 0.0 0.6219819984509974 0.020769902572926 0.0 0.9894163439868522 0.2979644878417016 5.25217601308e-05 0.0057127624851571 1.218007289e-07 0.0 1.87075587962e-05 0.0 0.0486878196620671 0.0 0.0 8.079510857e-07 4.643231836e-07 0.0 4.2078469667e-10 307.6294 116.2112 89.0005 16 6 940749302749.589465007
sp-mz SystemG 96 32 3 Class C=480.0 2.8 sp-mz.C.32 empirical 2.8 1 1.404741990359716 0.0226237553424009 0.0023355045234195 0.1663651409063442 0.0636768079824311 0.0 -0.0089310770730121 0.0112297553591828 0.0054597470228315 0.0649203772807425 1.425383261940178 0.0047897474310962 5.0680913569e-05 0.0006079408420591 0.0263677945117773 0.0003508447023468 0.3312794582520335 0.459800129928307 0.051458004302205 0.0037209570882942 0.0 0.0037209570882942 0.0555589834994624 0.0518289617268637 0.0037300217725987 0.0 5.86000213972e-05 0.091331633409236 0.0 0.7063011574184614 0.7284355363140115 0.02213437889555 1.716405145148137 0.9882660806772604 0.0 0.331840035046946 0.0 0.0001286220898833 0.0 0.0 1.76206816533e-05 4.531057723e-07 0.0 0.002316378327189065 1.6e-05 0.054491 0.056838 32 3 5909.438816331462136467
sp-mz SystemG 96 16 6 Class C=480.0 2.8 sp-mz.C.16 empirical 2.8 1 1.139406067406883 0.0183493923318616 0.0022926058849144 0.1311292963977564 0.0576318154142461 0.0 -0.0067878041883524 0.0089901706349761 0.004291868789839 0.056962311698281 1.164961795204291 0.0069126302211011 0.0001118348267949 0.0006386550294035 0.0219771919313787 0.0002867744024812 0.2693852550282773 0.5143037369775753 0.039503017650808 0.0032901918232089 0.0 0.0032901918232089 0.0427221019451923 0.0394466841760748 0.0032754177691175 0.0 7.56108212427e-05 0.0832996399313548 0.0 0.5690612670480694 0.5873815841998143 0.018320317151745 1.563567567362027 0.9858477471040534 0.0 0.269982904205997 0.0 0.0001656803802863 0.0 0.0 1.0910718795e-05 3.403788126e-07 0.0 0.002180614889618799 1.7e-05 0.039474 0.041721 16 6 8515.877374040245716054
sp-mz SystemG 96 32 3 Class D=1632.0 2.8 sp-mz.D.32 empirical 2.8 1 1.411743669373106 0.0237834468371524 0.0024262774365474 0.1775368872376946 0.0571157293483209 0.0 0.0124789134618569 0.0057219846506693 0.0559592472659373 1.433877437755677 0.003914385693335 5.06688431721e-05 0.0005159612381899 0.0239673968160684 0.0002637886150245 0.3554774732120879 0.4333129221612977 0.0563181978362487 0.0038046117245065 0.0038046117245065 0.0 0.0564570435761499 0.0038201716536561 1.51575144252e-05 0.0785251073186563 0.0 0.7246085634278318 0.0238336322611262 0.0 0.9901535546788006 0.3552643264101555 3.50398315847e-05 0.0007697225017472 1.482982662e-07 0.0 1.74869906079e-05 0.0 0.0602100652416428 0.0 0.0 5.342059453e-07 3.780687997e-07 0.0 3.5941376621e-10 302.4026 117.77 84.0593 32 3 754081870202.052325557
sp-mz SystemG 96 16 6 Class D=1632.0 2.8 sp-mz.D.16 empirical 2.8 1 1.135672467648172 0.0177970439439717 0.0021868714198443 0.1306170466663538 0.0552989846687225 0.0 0.0090594887917775 0.004182974408723 0.064757197598935 1.176929223863782 0.0080021463778806 8.24202967118e-05 0.0006359684862635 0.0226837843434088 0.0002044454354655 0.2611151702808003 0.5364593705467877 0.0403774338638294 0.0029981273142503 0.0029981273142503 0.0 0.0393676492519793 0.0031753152831468 2.09326179839e-05 0.0882360172189852 0.0 0.5973755781397859 0.017881473789806 0.0 0.9895743026585884 0.2606321643035273 4.83966963336e-05 0.004907593006252 1.056866351e-07 0.0 1.94293630653e-05 0.0 0.0433878979063227 0.0 0.0 7.060445692e-07 3.980949266e-07 0.0 3.6017762595e-10 329.4514 134.0926 89.2285 16 6 1095802450135.506536174