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 1 1 1 Class C=480.0 2.4 bt-mz.C.1 empirical 2.4 1 1.732889726226823 0.0168113360516449 0.0009954291518548 0.4061208329337495 0.0091389259975222 0.0 0.0095331033933542 0.0040817152261645 0.0054964584422009 1.734828209381159 0.0002824038179745 3.969467346e-05 1.171301277e-07 0.0005358990648046 8.9315468407e-06 0.7262061727411768 0.3104838317310286 0.0290304333524026 0.0063306693817213 0.0063306693817213 0.0 0.0290586948657339 0.0063378551705004 4.195481077e-05 0.0096866609118676 0.0 1.037738386515809 0.0167557842292142 0.0 0.9973582849317512 0.7247046716364738 8.70284602253e-05 0.0001231054491861 0.0006125242147662 0.0 7.8174679179e-06 0.0 0.0359831098239863 0.0 0.0 3.94507968e-07 4.189032083e-07 0.0 4.1896132848e-10 242.6722 78.5092 74.9312 1 1 3250364356874.067166172
BT-MZ SystemG 1 1 1 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.719734298533857 0.016576785944782 0.0009880393987306 0.4041203246255446 0.0090942749842421 0.0 0.0095046975070554 0.0040559175861665 0.0054618104709144 1.71265538511282 0.000213729162151 4.01224335856e-05 5.49559679e-08 0.0005331123189776 8.1903042936e-06 0.7200263855079809 0.3161635781244079 0.0289865450818885 0.00628108187337 0.00628108187337 0.0 0.028731839287607 0.0062660112270935 3.86107172622e-05 0.00957161857961 0.0 1.028806368638893 0.0163905271570048 0.0 0.9971852218844592 0.718894115293782 8.11507209166e-05 0.0001231322244099 0.0006107922028734 0.0 7.6814514234e-06 0.0 0.0358046797090176 0.0 0.0 4.202635818e-07 3.648706689e-07 0.0 3.5915172024e-10 249.8266 84.1412 75.0614 1 1 3275228533539.934465441