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
BT-MZ SystemG 32 16 2 Class C=480.0 2.4 bt-mz.C.16 empirical 2.4 1 1.672309647213097 0.0162172507253362 0.0010925923068125 0.380804916477204 0.0138686511375938 0.0 0.0094452619965116 0.0038355102428611 0.0118901273537495 1.671251392866679 0.002725933835591 2.22230234893e-05 0.0001645173355009 0.0044088570455673 1.68764431103e-05 0.6802063864522644 0.3317178503257585 0.0288700715684372 0.0064946384060596 0.0064946384060596 0.0 0.028645123549487 0.0064159711586815 5.69007613493e-05 0.0178184675237447 0.0 0.9956510415521636 0.0159803400597772 0.0 0.9963916459796398 0.6794035950689894 0.000125507137464 9.5637844618e-06 0.0005754146352824 0.0 9.6960846117e-06 0.0 0.0357622181697253 0.0 0.0 8.260815943e-07 4.219145213e-07 0.0 4.1960286814e-10 254.6386 88.1068 75.9227 16 2 107986606957.323930936
BT-MZ SystemG 32 8 4 Class C=480.0 2.4 bt-mz.C.8 empirical 2.4 1 1.602543069015555 0.0154179559997299 0.0012519442144854 0.3702969895473245 0.011712487178295 0.0 0.0084048231553348 0.0037014127647228 0.0093949478278432 1.596051353804167 0.0043243167783865 3.4172608059e-05 0.0002694556523136 0.002967913023044 1.53343379013e-05 0.65748859203221 0.3547682445084963 0.0261267325282147 0.0058980912930513 0.0058980912930513 0.0 0.0257303489160559 0.0057676251408376 7.8897907997e-05 0.0147998435875208 0.0 0.9547431891725604 0.0148045425024003 0.0 0.9952222901223706 0.6610737484676549 0.0001639528686466 6.1503935558e-06 0.000524480719026 0.0 7.4783914505e-06 0.0 0.0326892929532418 0.0 0.0 1.1140999926e-06 4.471205011e-07 0.0 4.1960484312e-10 278.0367 105.0816 79.3449 8 4 120726635620.630345598
BT-MZ SystemG 32 4 8 Class C=480.0 2.4 bt-mz.C.4 empirical 2.4 1 1.428276799065701 0.0138268377816757 0.0012155370325812 0.3209450703901605 0.0130147192680263 0.0 0.0077601066717924 0.0032190831477675 0.0138363994654692 1.409748259799092 0.0044860172991783 7.26102283844e-05 0.0002616681479376 0.0057536194878584 1.95789047913e-05 0.5730623656400424 0.3955942572671255 0.0221806786063958 0.0055469027920337 0.0055469027920337 0.0 0.0221702984882449 0.005525967569968 0.0001057183178419 0.0195511303076519 0.0 0.8435333911230145 0.0133845708409089 0.0 0.9934759560984548 0.5891978522344573 0.0002232921769767 4.1886579426e-06 0.0004598965327214 0.0 1.06062368844e-05 0.0 0.0277112238778226 0.0 0.0 1.2793665958e-06 4.398167411e-07 0.0 4.204905841e-10 301.4523 119.3308 83.3169 4 8 155295907849.557005098
BT-MZ SystemG 32 16 2 Class C=480.0 2.8 bt-mz.C.16 empirical 2.8 1 1.640489559723181 0.0157497977340159 0.0010299934643064 0.3579630582091301 0.0200248717064182 0.0 0.008756893254389 0.0035556001742636 0.0228967605673245 1.629127196616773 0.002457551333721 2.06195519964e-05 0.0001564033511409 0.0121133535127059 1.77670623039e-05 0.6325574546998806 0.347039773703404 0.0272328754480007 0.0060946765485363 0.0060946765485363 0.0 0.0271169936196962 0.0060795488818689 5.28203855123e-05 0.0343850940771143 0.0 0.9703280460921389 0.0154733374234375 0.0 0.9962557714858216 0.6355533237662838 0.000110197407956 1.16470134626e-05 0.0005393587477198 0.0 8.9122085465e-06 0.0 0.0328460186272958 0.0 0.0 8.604968899e-07 3.678174096e-07 0.0 3.596075333e-10 267.6625 98.52 77.055 16 2 114442574721.223171884
BT-MZ SystemG 32 8 4 Class C=480.0 2.8 bt-mz.C.8 empirical 2.8 1 1.571879707895456 0.0145119131144583 0.0012115825346933 0.3571546163078281 0.0132524894910375 0.0 0.0080840289496458 0.0035836593452944 0.0118121045897287 1.567949429405934 0.0041593526413417 4.48707343244e-05 0.0002594703378889 0.0037137387084866 1.69137577818e-05 0.6373523410576498 0.3619668477825078 0.0258239420530296 0.0058419933659793 0.0058419933659793 0.0 0.0250283673123213 0.0056320500151753 7.30916445434e-05 0.0162713828320182 0.0 0.9357255870796656 0.0148173020985489 0.0 0.995482082244184 0.6404485365965891 0.0001536390000346 6.7685967866e-06 0.0005079151138669 0.0 7.1696264761e-06 0.0 0.031585961660284 0.0 0.0 1.0144239266e-06 3.796578896e-07 0.0 3.5959670357e-10 295.9432 121.2432 80.9477 8 4 124939220949.377403104
BT-MZ SystemG 32 4 8 Class C=480.0 2.8 bt-mz.C.4 empirical 2.8 1 1.365499402905077 0.0130183618077301 0.0011646332957399 0.3101588125254197 0.01482864010933 0.0 0.0074218950191341 0.0031040118655348 0.0193612691976002 1.363873882355878 0.0042595790736175 7.06614531724e-05 0.0002514086134657 0.0070015572347297 1.92989558944e-05 0.5506397806661167 0.4112907826548502 0.0212203671645114 0.0053040705207434 0.0053040705207434 0.0 0.0212112360185941 0.0052460050424106 9.36558291774e-05 0.0199277621659426 0.0 0.8071970834014063 0.0127451668735988 0.0 0.993149761069362 0.5516456248146493 0.0002090733746979 5.3333573675e-06 0.0004410267278181 0.0 8.8039658055e-06 0.0 0.026340357609474 0.0 0.0 1.1787282864e-06 3.77977222e-07 0.0 3.5996295011e-10 323.1947 136.993 82.8 4 8 162847251313.188766665