Create Training Set

Model Title

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	128	16	8	Class C=480.0	2.4	bt-mz.C.16	empirical	2.4	1	1.420087793775461	0.013496171979455	0.0011532601029457	0.3048151180537743	0.0220783796434139	0.0	0.0075361566717833	0.0030404630925947	0.0251857635829221	1.423253210620656	0.0042663142990548	5.93968441522e-05	0.0002541227109744	0.0142621876432184	2.78843525034e-05	0.5371564012925631	0.4011830705412174	0.0217962774967497	0.0053487468506888	0.0053487468506888	0.0	0.0217175130024689	0.0052869216668682	0.0001174285311367	0.0359312637770715	0.0	0.8293881528316129	0.0132260341944699	0.0	0.9927726079131582	0.5385172465529563	0.0002345507002853	1.43640286335e-05	0.0004403653263176	0.0	1.12781840068e-05	0.0	0.0275891926299837	0.0	0.0	1.8778300578e-06	4.395085029e-07	0.0	4.2411585631e-10	283.0688	117.5438	82.9125	16	8	41301483402.206354071
	BT-MZ	SystemG	128	16	8	Class C=480.0	2.8	bt-mz.C.16	empirical	2.8	1	1.391197165878294	0.0118173354719802	0.0010160737779668	0.2669883822298231	0.0329983540432864	0.0	0.0065896202301724	0.0026955023415583	0.039434016051881	1.398427077355508	0.003683563609293	6.48251386405e-05	0.0002178430456469	0.0236923351855317	2.62586022802e-05	0.4765845559254709	0.404134892077695	0.0193301618964426	0.0046631063423047	0.0046631063423047	0.0	0.0193909757035567	0.0046893563790785	9.59874018837e-05	0.0584478906019968	0.0	0.8069159953726243	0.0116111815042788	0.0	0.9930890039655762	0.476386329491309	0.0002208323695882	7.82105790395e-05	0.000387383820321	0.0	1.19237758292e-05	0.0	0.0241944054145348	0.0	0.0	1.5963382002e-06	3.784524884e-07	0.0	3.608388674e-10	305.2937	139.475	82.1125	16	8	46479992914.421834814