-Train Loss-	-Test Acc. Seen-	-Test Acc. Novel-	-Test NMI Novel-	-Test Acc. All-	-Test NMI All-	
3.732780	20.340000	1.720000	0.256852	11.800000	0.250958	
3.071590	44.280000	11.920000	0.382237	28.100000	0.413825	
2.837164	51.060000	17.440000	0.432424	34.280000	0.475293	
2.762887	54.980000	22.360000	0.462164	38.740000	0.510877	
2.753675	57.040000	24.800000	0.485714	41.070000	0.533847	
2.678136	58.700000	27.120000	0.504269	42.990000	0.551380	
2.662063	59.720000	28.660000	0.519225	44.310000	0.562900	
2.607648	60.820000	30.040000	0.530457	45.550000	0.573536	
2.611787	61.500000	30.740000	0.537825	46.260000	0.581621	
2.567492	62.380000	31.180000	0.545551	47.030000	0.588064	
2.555713	62.800000	32.160000	0.554198	47.830000	0.595587	
2.521251	63.120000	32.440000	0.560106	48.140000	0.600391	
2.517229	63.800000	33.360000	0.564160	48.860000	0.604287	
2.456043	64.120000	34.520000	0.565344	49.320000	0.607880	
2.439525	64.320000	35.220000	0.569755	49.770000	0.610826	
2.464606	64.520000	35.860000	0.574254	50.190000	0.614658	
2.437334	65.240000	36.280000	0.578145	50.760000	0.618851	
2.441197	64.980000	36.260000	0.579733	50.620000	0.619765	
2.375934	65.340000	35.920000	0.581331	50.630000	0.622222	
2.384737	65.520000	36.180000	0.583540	50.850000	0.623567	
2.341590	65.160000	36.140000	0.583852	50.650000	0.622782	
2.399520	65.240000	36.480000	0.588105	50.860000	0.625762	
2.342730	65.320000	36.720000	0.585968	51.020000	0.625107	
2.325581	65.300000	37.120000	0.589603	51.210000	0.626820	
2.307321	65.040000	37.020000	0.590497	51.030000	0.628062	
2.320340	65.660000	37.660000	0.594491	51.660000	0.631706	
2.332875	65.780000	37.520000	0.596277	51.650000	0.633468	
2.293041	65.820000	37.500000	0.597639	51.660000	0.634806	
2.296621	66.020000	37.320000	0.598307	51.670000	0.635501	
2.327449	66.340000	37.640000	0.601920	51.990000	0.638693	
2.285681	65.640000	37.660000	0.600977	51.650000	0.635664	
2.313428	66.420000	37.880000	0.602461	52.150000	0.639616	
2.323126	66.220000	38.800000	0.603000	52.510000	0.638388	
2.276120	66.340000	39.120000	0.605516	52.730000	0.640671	
2.243197	66.340000	39.300000	0.605996	52.820000	0.640967	
2.278103	65.820000	39.380000	0.608651	52.600000	0.641228	
2.299969	66.040000	39.680000	0.610071	52.860000	0.642423	
2.297280	65.980000	40.040000	0.609658	53.010000	0.641907	
2.243180	66.320000	40.560000	0.614327	53.440000	0.647378	
2.275907	66.480000	40.340000	0.615974	53.410000	0.647567	
2.244729	66.780000	40.940000	0.617423	53.860000	0.649300	
2.223217	66.860000	41.020000	0.616324	53.940000	0.649314	
2.262849	66.480000	41.340000	0.619801	53.910000	0.650053	
2.272304	66.680000	41.080000	0.616410	53.880000	0.650085	
2.247956	66.740000	41.160000	0.617379	53.960000	0.650222	
2.200637	66.260000	41.420000	0.617478	53.840000	0.648997	
2.262175	66.260000	41.600000	0.620603	53.990000	0.650679	
2.229723	66.460000	41.720000	0.619184	54.100000	0.650595	
2.256415	66.620000	42.200000	0.619530	54.410000	0.652181	
2.206553	66.860000	42.180000	0.616806	54.520000	0.650989	
2.235341	66.820000	42.320000	0.618503	54.570000	0.652288	
2.226230	67.280000	41.940000	0.621988	54.610000	0.656213	
2.242536	67.180000	42.200000	0.622955	54.690000	0.656055	
2.196513	67.060000	42.220000	0.620579	54.640000	0.654631	
2.226805	66.700000	42.340000	0.622038	54.520000	0.654227	
2.184124	66.580000	42.440000	0.626142	54.570000	0.656239	
2.229487	67.020000	42.760000	0.624756	54.890000	0.656488	
2.212281	66.940000	42.520000	0.624708	54.730000	0.656544	
2.203736	66.660000	42.520000	0.624664	54.590000	0.656800	
2.217470	66.940000	42.440000	0.626127	54.690000	0.657114	
2.191134	67.120000	42.940000	0.624179	55.030000	0.656825	
2.203689	66.880000	43.160000	0.624723	55.020000	0.656480	
2.198146	67.100000	44.040000	0.627054	55.570000	0.659138	
2.216054	67.340000	44.600000	0.627379	55.970000	0.660203	
2.169412	67.200000	45.240000	0.630616	56.220000	0.662373	
2.204418	67.280000	45.480000	0.634190	56.380000	0.662977	
2.232841	67.140000	45.440000	0.633776	56.290000	0.663845	
2.176428	66.740000	45.500000	0.632094	56.120000	0.660086	
2.169719	66.880000	45.820000	0.630989	56.350000	0.661397	
2.187085	66.940000	45.600000	0.633894	56.270000	0.662422	
2.193894	67.240000	46.000000	0.633801	56.620000	0.663185	
2.203434	67.280000	45.500000	0.632323	56.390000	0.664049	
2.183062	66.820000	45.660000	0.634466	56.240000	0.663582	
2.188037	66.580000	45.620000	0.631965	56.100000	0.660833	
2.166143	66.980000	45.840000	0.632976	56.410000	0.663254	
2.178568	67.420000	46.020000	0.632686	56.720000	0.664389	
2.172526	67.420000	46.420000	0.635174	56.920000	0.666117	
2.188044	67.220000	46.880000	0.636515	57.050000	0.666420	
2.162450	67.480000	46.740000	0.635570	57.110000	0.666200	
2.153617	67.380000	47.040000	0.636734	57.210000	0.666875	
2.205189	66.940000	47.100000	0.637944	57.020000	0.665425	
2.201197	67.080000	47.360000	0.640603	57.220000	0.667878	
2.169301	66.800000	47.180000	0.637140	56.990000	0.665959	
2.175210	67.380000	47.140000	0.636935	57.260000	0.666988	
2.178614	66.700000	47.480000	0.639079	57.090000	0.665590	
2.155389	66.620000	47.820000	0.642361	57.220000	0.666825	
2.182388	66.860000	47.680000	0.641125	57.270000	0.667213	
2.095678	66.960000	47.680000	0.638279	57.320000	0.666251	
2.145035	67.040000	47.700000	0.638565	57.370000	0.667153	
2.201722	66.880000	47.660000	0.641367	57.270000	0.667104	
2.154769	66.520000	47.760000	0.642252	57.140000	0.666724	
2.141336	66.920000	47.660000	0.642515	57.290000	0.668156	
2.140327	66.560000	47.900000	0.642108	57.230000	0.668040	
2.143804	66.640000	48.220000	0.643924	57.430000	0.668692	
2.143743	67.260000	48.220000	0.642312	57.740000	0.669637	
2.186022	67.380000	47.680000	0.640532	57.530000	0.669145	
2.126037	67.380000	48.000000	0.640240	57.690000	0.669838	
2.156719	67.440000	48.040000	0.640758	57.740000	0.669335	
2.151059	67.520000	48.080000	0.641482	57.800000	0.669826	
2.145509	67.320000	47.840000	0.642260	57.580000	0.668888	
2.122942	67.440000	48.200000	0.643154	57.820000	0.671141	
2.178297	67.360000	48.520000	0.645213	57.940000	0.671777	
2.170488	67.260000	48.500000	0.645687	57.880000	0.672489	
2.176205	66.980000	48.500000	0.645081	57.740000	0.670888	
2.166480	66.920000	48.480000	0.646527	57.700000	0.670907	
2.141866	66.800000	48.460000	0.645426	57.630000	0.669053	
2.129001	66.620000	48.340000	0.644447	57.480000	0.667565	
2.158232	66.820000	48.180000	0.644017	57.500000	0.669389	
2.149277	67.180000	48.780000	0.646099	57.980000	0.671743	
2.128802	66.740000	48.580000	0.644452	57.660000	0.670395	
2.145295	66.860000	49.040000	0.647199	57.950000	0.670300	
2.136304	66.520000	48.660000	0.645134	57.590000	0.668559	
2.145683	67.300000	48.640000	0.644762	57.980000	0.671207	
2.166899	66.920000	49.000000	0.648800	57.960000	0.672225	
2.091845	67.020000	49.160000	0.650090	58.090000	0.673332	
2.149127	67.060000	49.200000	0.649866	58.130000	0.673234	
2.137673	67.120000	49.100000	0.647701	58.110000	0.672396	
2.164490	67.380000	49.140000	0.646795	58.260000	0.672789	
2.142657	67.380000	49.020000	0.647021	58.200000	0.674212	
2.129362	67.700000	49.280000	0.649696	58.490000	0.677211	
2.157600	68.040000	49.620000	0.649495	58.830000	0.677390	
2.175387	67.360000	49.400000	0.648045	58.380000	0.674693	
2.170954	67.300000	49.740000	0.648993	58.520000	0.674233	
2.107726	67.100000	49.860000	0.650122	58.510000	0.674008	
2.115850	67.080000	49.460000	0.650109	58.270000	0.673601	
2.146153	67.060000	49.420000	0.650625	58.240000	0.674797	
2.136897	67.020000	49.240000	0.650671	58.130000	0.674485	
2.082441	67.000000	49.080000	0.649747	58.040000	0.674588	
2.109067	67.360000	48.940000	0.647293	58.150000	0.673338	
2.122493	67.060000	49.140000	0.648317	58.100000	0.673806	
2.126964	67.140000	49.060000	0.648349	58.100000	0.674722	
2.161130	67.520000	49.280000	0.651376	58.400000	0.677653	
2.138310	67.280000	49.640000	0.652644	58.460000	0.676666	
2.119586	67.160000	49.420000	0.652502	58.290000	0.675845	
2.144556	67.020000	49.220000	0.649475	58.120000	0.673130	
2.121980	67.200000	49.380000	0.648692	58.290000	0.674204	
2.134929	67.160000	49.640000	0.646277	58.400000	0.672571	
2.140308	67.460000	49.720000	0.649070	58.590000	0.676028	
2.139944	67.360000	49.440000	0.646518	58.400000	0.673310	
2.112577	67.440000	49.400000	0.648876	58.420000	0.674981	
2.153880	67.500000	49.320000	0.647606	58.410000	0.675456	
2.149021	66.860000	49.940000	0.651990	58.400000	0.675298	
2.133770	67.120000	49.760000	0.651869	58.440000	0.674959	
2.162365	67.460000	49.280000	0.649880	58.370000	0.675330	
2.085775	67.700000	49.460000	0.650369	58.580000	0.676123	
2.140597	67.300000	49.780000	0.652092	58.540000	0.676060	
2.181242	67.280000	49.880000	0.650452	58.580000	0.675962	
2.125563	67.840000	49.980000	0.651706	58.910000	0.678446	
2.093227	67.600000	49.960000	0.651198	58.780000	0.677197	
2.127727	67.680000	49.960000	0.650776	58.820000	0.678046	
2.132607	67.640000	49.980000	0.648653	58.810000	0.677095	
2.111902	67.760000	49.540000	0.649519	58.650000	0.676681	
2.095969	67.300000	49.740000	0.654807	58.520000	0.677139	
2.090569	67.180000	49.780000	0.652156	58.480000	0.676005	
2.117748	67.940000	50.060000	0.654128	59.000000	0.679692	
2.107284	67.440000	49.840000	0.651910	58.640000	0.676452	
2.111086	67.580000	49.620000	0.649115	58.600000	0.676147	
2.124253	68.320000	49.720000	0.650468	59.020000	0.678803	
2.109694	67.980000	49.460000	0.648187	58.720000	0.675576	
2.163810	68.280000	49.320000	0.648161	58.800000	0.678086	
2.102696	68.360000	49.300000	0.646921	58.830000	0.677560	
2.091725	68.440000	49.600000	0.648273	59.020000	0.678183	
2.106861	67.940000	49.440000	0.648497	58.690000	0.676175	
2.118098	67.920000	49.760000	0.652202	58.840000	0.677840	
2.121059	68.060000	49.860000	0.651239	58.960000	0.678077	
2.151487	67.880000	49.600000	0.649872	58.740000	0.677388	
2.126196	68.120000	49.780000	0.650710	58.950000	0.678467	
2.121814	68.040000	49.320000	0.647052	58.680000	0.677152	
2.060241	68.360000	49.160000	0.644441	58.760000	0.676956	
2.124240	68.480000	49.220000	0.646808	58.850000	0.678295	
2.106289	67.820000	49.080000	0.644048	58.450000	0.675098	
2.145336	68.000000	49.640000	0.647709	58.820000	0.677306	
2.118772	68.400000	49.440000	0.648684	58.920000	0.678791	
2.095616	68.180000	49.920000	0.651714	59.050000	0.678771	
2.143948	67.740000	49.900000	0.651277	58.820000	0.678258	
2.101166	68.100000	49.820000	0.649884	58.960000	0.678387	
2.151254	68.380000	49.460000	0.648265	58.920000	0.678535	
2.100266	68.720000	49.540000	0.648112	59.130000	0.680289	
2.149729	68.760000	49.500000	0.648832	59.130000	0.680291	
2.100537	68.300000	50.060000	0.653432	59.180000	0.679460	
2.145225	68.320000	50.060000	0.654681	59.190000	0.681644	
2.085306	67.800000	49.500000	0.648534	58.650000	0.676732	
2.113102	68.040000	49.320000	0.647319	58.680000	0.677490	
2.092775	68.140000	49.880000	0.649073	59.010000	0.677842	
2.136622	68.440000	49.520000	0.650161	58.980000	0.678797	
2.106902	68.540000	49.540000	0.652126	59.040000	0.680400	
2.120926	68.420000	49.880000	0.652177	59.150000	0.680391	
2.093391	67.960000	49.400000	0.651270	58.680000	0.678512	
2.132970	68.040000	49.720000	0.650911	58.880000	0.678518	
2.089332	68.340000	49.680000	0.650046	59.010000	0.679408	
2.138972	68.180000	49.680000	0.650680	58.930000	0.679539	
2.124589	68.220000	49.620000	0.651714	58.920000	0.679311	
2.113243	68.620000	49.800000	0.653449	59.210000	0.681470	
2.125031	68.500000	49.600000	0.650915	59.050000	0.680068	
2.115079	68.820000	49.800000	0.654422	59.310000	0.682769	
2.115304	68.820000	50.180000	0.655205	59.500000	0.684057	
2.139551	68.460000	50.040000	0.654705	59.250000	0.682298	
2.129108	68.560000	50.160000	0.653915	59.360000	0.681756	
2.107471	68.860000	50.080000	0.654137	59.470000	0.683474	
2.139106	68.440000	50.240000	0.652539	59.340000	0.682007