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.C systemg 1 1 1 Class C=480.0 2.8 bt-mz.C.1 empirical 2.8 1 1.85967704932354 0.0161564520996917 0.0010105371280947 0.4131548374050348 0.042326280073025 -0.0079809762365755 0.0089953374830385 0.0041422684706121 0.0334903127216251 1.890483688045129 0.0001441617693582 3.68339844251e-05 3.12100307e-08 0.0079301459178541 0.0005849023403067 0.7352331995941385 0.2953793884926195 0.0278603270035043 0.0058698097252254 0.0058698097252254 0.0341266739084329 0.0281687533853945 0.0059579205230384 1.93163848232e-05 0.0507027744744273 0.89387720173465 0.9099635630667656 0.0160863613321157 1.905500716895564 0.9959155614403624 0.736278620787442 3.99329289221e-05 9.41513352511e-05 3.05779122e-07 0.0010071689308341 5.086712836e-06 0.0333190629936376 0.0343355739010164 0.0 0.0 4.433935575e-07 3.759236618e-07 0.0 3.5913818274e-10 249.9675 86.061 74.8555 1 1 3243848440485.651715084