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
PMLB systemg 16 4 4 Each size of 3D mesh=128.0 2.4 hybrid-orig empirical 2.4 1 0.5885483551544578 0.012766936214484 0.008520302492958 0.0581521092382983 0.0461854311976355 0.0023401778330221 0.0053228894856092 0.0078903308473017 0.0484459875484045 0.6202806485502309 0.0011504412448428 0.0001991210384 0.0004504319340395 0.0303487548016243 0.000699007532613 0.1204970215118177 0.5934487799167829 0.0176883998739279 0.0027330355559357 0.0027330355559357 0.0206255419482668 0.0178809697891971 0.0027445721590697 6.78762287591e-05 0.0734434593107643 0.2526059861182245 0.2651848099564193 0.0125788238381948 1.244368806894129 0.9817085899422908 0.1246540985715695 0.0002005192507695 6.55832061853e-05 0.0006230978320515 0.0085473876524278 1.22565172143e-05 0.0108324281979323 0.0182062410980862 0.1695832046936767 0.0798974788992907 1.11673227812e-05 1.5392840105e-06 0.0 6.4697379856e-10 293.715 96.6925 100.075 4 4 64029695008.055597942
PMLB systemg 16 2 8 Each size of 3D mesh=128.0 2.4 hybrid-orig empirical 2.4 1 0.39595786589615 0.0082921500163768 0.0064800119262107 0.0396964914261379 0.0284863546588842 0.0026377490243454 0.0038176196838853 0.0051540282480763 0.0346869617982663 0.4186902255196552 0.0002767205591616 0.0003765228780887 0.0001280950359082 0.0191273296345325 0.0006971399858184 0.0798653264068925 0.7712530487799261 0.0110452650160376 0.0017935226330435 0.0017935226330435 0.0129528719163593 0.0111547528095382 0.0017981191068211 4.85495149554e-05 0.0500412532344416 0.1799979535405707 0.1887019949154647 0.008704041374894 1.172911952154465 0.9887374290427352 0.071269546851606 9.02864566745e-05 2.56140853733e-05 0.0008197876236436 0.0068123852070943 7.9076450174e-06 0.0058874727472644 0.0122331169919625 0.1170543281262137 0.0559135442094839 5.888994829e-06 1.4322799519e-06 0.0 5.5825988513e-10 311.0554 104.5661 108.575 2 8 101962169441.468856342
PMLB systemg 16 4 4 Each size of 3D mesh=128.0 2.8 hybrid-orig empirical 2.8 1 0.5390864173698785 0.0106688334405446 0.0071421064331503 0.0577331306495274 0.0404155008976674 0.0019679106367027 0.0045017627585208 0.0068628897299355 0.0444944914218685 0.5429174658182909 0.0009649767280276 0.0001785032708397 0.0003921133418564 0.0296059594211818 0.0006592399273577 0.1062790202701965 0.6260710010952399 0.0151093924607599 0.0023100039573099 0.0023100039573099 0.0168532611360495 0.0146239864016052 0.0022292747344442 6.9650937344e-05 0.0695622405507359 0.2363600790001616 0.2469002349163676 0.010540155916206 1.230931788988014 0.9825674490117332 0.1040379021234897 0.0001578489706318 1.9825298083e-05 0.0005060151914206 0.0068521134393092 9.6739768236e-06 0.0104372371850905 0.0175958085878608 0.1542784799788846 0.073838467073509 1.12578487024e-05 1.3587582224e-06 0.0 5.3286347209e-10 306.2 109.3872 95.9872 4 4 76376089057.81057551
PMLB systemg 16 2 8 Each size of 3D mesh=128.0 2.8 hybrid-orig empirical 2.8 1 0.3443387063423926 0.0074385839152248 0.0058482032642839 0.0359356470252232 0.0260973184320753 0.0021391020560789 0.003259081082379 0.0043962764938737 0.0332542485207569 0.3832446944932686 0.0002450325781228 0.0003494120148834 0.000134499318966 0.0181342168366609 0.0005857114312211 0.0698698681310022 0.8031465557269142 0.0092836393665519 0.0015128833357485 0.0015128833357485 0.010887278007906 0.0093574506670418 0.0015298273408642 4.20349847032e-05 0.0436341669123567 0.1555358548983486 0.1625647666477432 0.0070289117493946 1.150517456472317 0.9899267102928124 0.070788436900977 9.82273556013e-05 2.24778040312e-05 0.0007058773961797 0.0056435090621821 6.6924558887e-06 0.005309038571442 0.0110339486353888 0.1030216401770128 0.0489833477656781 5.0329769512e-06 1.2711080617e-06 0.0 4.7959044165e-10 333.334 118.1 105.1245 2 8 114061954220.350546471