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.C	systemg	3	1	3	Class C=480.0	2.4	bt-mz.C.1	empirical	2.4	1	1.775469858403146	0.0155579480866436	0.0012983234401387	0.3924026666351442	0.0420964388668677	-0.0073302030977283	0.0086256143757552	0.003922606311429	0.0330434755146224	1.798280441409706	0.0035364686404329	3.89795434225e-05	0.0002309336918952	0.0085270163483007	0.0004512740948827	0.6983794641439833	0.3122043324876168	0.026750034808138	0.0058407913191329	0.0058407913191329	0.0327154275266363	0.0268335685555402	0.0058818589710961	3.66439471462e-05	0.0514596937879676	0.8491229283397618	0.8647614662923394	0.0156385379525777	1.85937359246456	0.9952685383364324	0.6988131091738531	8.02514192788e-05	9.30359222362e-05	2.986069408e-07	0.0012949669996707	4.7283394277e-06	0.0311896501828854	0.0324910750748939	0.0	0.0	7.265366948e-07	4.429859156e-07	0.0	4.1922303195e-10	271.0059	99.5265	77.6065	1	3	1182682093332.92094664
	bt-mz.C	systemg	3	1	3	Class C=480.0	2.8	bt-mz.C.1	empirical	2.8	1	1.745759255377375	0.0153892901009377	0.0012753764072721	0.3849270767784475	0.0405694547503003	-0.0071770427772453	0.0084539015667013	0.0038446074769313	0.0346190440114638	1.767361876914874	0.0034421327434896	4.41263532404e-05	0.0002214767853385	0.0091531674653943	0.0004073957738948	0.685838699316029	0.3302533132452747	0.026130943266132	0.0057385616575171	0.0057385616575171	0.0318921734648525	0.0261509700825302	0.0057412033823223	3.8297972468e-05	0.0490511077422167	0.8307012784931079	0.8461014136123276	0.0154001351192197	1.84180633637948	0.9956331315154662	0.6854583759189138	7.37781361159e-05	9.39555773781e-05	2.929669569e-07	0.0012732971900231	4.7118109308e-06	0.0308837023755034	0.0321614417041735	0.0	0.0	6.565644212e-07	3.592206297e-07	0.0	3.5923136596e-10	290.2326	112.4331	78.0206	1	3	1204354814184.500226986