Arabic_FineTuningAraBERT_AugV4_k20_task2_organization_fold1

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7928
• Qwk: 0.3836
• Mse: 0.7928
• Rmse: 0.8904

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0066	2	3.7743	0.0177	3.7743	1.9427
No log	0.0132	4	1.6260	0.1639	1.6260	1.2751
No log	0.0198	6	0.6934	0.0690	0.6934	0.8327
No log	0.0264	8	0.6631	0.0	0.6631	0.8143
No log	0.0330	10	0.8948	0.0400	0.8948	0.9459
No log	0.0396	12	1.0268	0.1000	1.0268	1.0133
No log	0.0462	14	1.1362	-0.0800	1.1362	1.0659
No log	0.0528	16	1.2775	-0.0667	1.2775	1.1302
No log	0.0594	18	1.2419	-0.0667	1.2419	1.1144
No log	0.0660	20	0.9252	0.1000	0.9252	0.9619
No log	0.0726	22	0.8057	0.0323	0.8057	0.8976
No log	0.0792	24	0.9867	0.1972	0.9867	0.9933
No log	0.0858	26	1.1798	0.1758	1.1798	1.0862
No log	0.0924	28	1.6947	-0.0500	1.6947	1.3018
No log	0.0990	30	1.9432	0.0571	1.9432	1.3940
No log	0.1056	32	1.5406	-0.0320	1.5406	1.2412
No log	0.1122	34	1.3132	0.0211	1.3132	1.1459
No log	0.1188	36	1.0538	0.1000	1.0538	1.0266
No log	0.1254	38	0.9805	0.1000	0.9805	0.9902
No log	0.1320	40	1.2489	-0.0235	1.2489	1.1175
No log	0.1386	42	1.5047	-0.0364	1.5047	1.2267
No log	0.1452	44	1.4640	-0.0667	1.4640	1.2100
No log	0.1518	46	1.1775	0.1481	1.1775	1.0851
No log	0.1584	48	1.0666	0.1481	1.0666	1.0328
No log	0.1650	50	1.2572	0.1000	1.2572	1.1213
No log	0.1716	52	1.2772	-0.0235	1.2772	1.1301
No log	0.1782	54	1.2600	-0.0235	1.2600	1.1225
No log	0.1848	56	1.2815	0.0667	1.2815	1.1321
No log	0.1914	58	1.3062	0.0667	1.3062	1.1429
No log	0.1980	60	1.4091	0.0667	1.4091	1.1870
No log	0.2046	62	1.3776	0.0667	1.3776	1.1737
No log	0.2112	64	1.4176	0.0792	1.4176	1.1906
No log	0.2178	66	1.6384	0.0893	1.6384	1.2800
No log	0.2244	68	1.7066	0.0513	1.7066	1.3064
No log	0.2310	70	1.5209	0.0893	1.5209	1.2332
No log	0.2376	72	1.2209	0.1522	1.2209	1.1049
No log	0.2442	74	1.0373	0.1429	1.0373	1.0185
No log	0.2508	76	1.2544	0.1522	1.2544	1.1200
No log	0.2574	78	1.5024	0.1207	1.5024	1.2257
No log	0.2640	80	1.3587	0.1176	1.3587	1.1656
No log	0.2706	82	1.0334	0.1429	1.0334	1.0166
No log	0.2772	84	0.9379	0.1628	0.9379	0.9684
No log	0.2838	86	1.0599	0.1429	1.0599	1.0295
No log	0.2904	88	1.1492	0.1935	1.1492	1.0720
No log	0.2970	90	1.3050	0.0412	1.3050	1.1424
No log	0.3036	92	1.5388	0.1207	1.5388	1.2405
No log	0.3102	94	1.2432	0.0667	1.2432	1.1150
No log	0.3168	96	0.9602	0.1600	0.9602	0.9799
No log	0.3234	98	0.6912	0.2623	0.6912	0.8314
No log	0.3300	100	0.7572	0.2727	0.7572	0.8702
No log	0.3366	102	1.0190	0.1882	1.0190	1.0095
No log	0.3432	104	1.1256	0.1882	1.1256	1.0610
No log	0.3498	106	0.9308	0.3684	0.9308	0.9648
No log	0.3564	108	0.8588	0.2817	0.8588	0.9267
No log	0.3630	110	0.8708	0.2817	0.8708	0.9331
No log	0.3696	112	0.8510	0.2817	0.8510	0.9225
No log	0.3762	114	0.8816	0.2817	0.8816	0.9389
No log	0.3828	116	1.0444	0.2105	1.0444	1.0219
No log	0.3894	118	0.9021	0.2817	0.9021	0.9498
No log	0.3960	120	0.9444	0.2286	0.9444	0.9718
No log	0.4026	122	1.2156	0.125	1.2156	1.1025
No log	0.4092	124	1.4422	0.0893	1.4422	1.2009
No log	0.4158	126	1.4235	0.0792	1.4235	1.1931
No log	0.4224	128	1.1022	0.2826	1.1022	1.0498
No log	0.4290	130	0.9851	0.2963	0.9851	0.9925
No log	0.4356	132	0.8946	0.3684	0.8946	0.9458
No log	0.4422	134	0.9891	0.2826	0.9891	0.9945
No log	0.4488	136	1.1831	0.2418	1.1831	1.0877
No log	0.4554	138	1.1612	0.2418	1.1612	1.0776
No log	0.4620	140	1.0190	0.2418	1.0190	1.0094
No log	0.4686	142	1.0690	0.2418	1.0690	1.0339
No log	0.4752	144	0.9505	0.2418	0.9505	0.9749
No log	0.4818	146	1.0267	0.2418	1.0267	1.0133
No log	0.4884	148	1.1487	0.2418	1.1487	1.0718
No log	0.4950	150	1.4593	0.0792	1.4593	1.2080
No log	0.5017	152	1.6017	0.0792	1.6017	1.2656
No log	0.5083	154	1.4103	0.0792	1.4103	1.1876
No log	0.5149	156	1.0460	0.1980	1.0460	1.0228
No log	0.5215	158	0.9682	0.1980	0.9682	0.9839
No log	0.5281	160	1.0334	0.1600	1.0334	1.0166
No log	0.5347	162	0.9880	0.2000	0.9880	0.9940
No log	0.5413	164	0.9228	0.2500	0.9228	0.9606
No log	0.5479	166	1.0500	0.0455	1.0500	1.0247
No log	0.5545	168	1.0726	-0.0482	1.0726	1.0357
No log	0.5611	170	1.1646	0.1099	1.1646	1.0792
No log	0.5677	172	1.1696	0.0971	1.1696	1.0815
No log	0.5743	174	1.1440	0.0870	1.1440	1.0696
No log	0.5809	176	1.1996	0.0625	1.1996	1.0952
No log	0.5875	178	1.0012	0.25	1.0012	1.0006
No log	0.5941	180	0.8217	0.2105	0.8217	0.9065
No log	0.6007	182	0.8858	0.2597	0.8858	0.9412
No log	0.6073	184	1.2096	0.0842	1.2096	1.0998
No log	0.6139	186	1.6539	0.0769	1.6539	1.2861
No log	0.6205	188	1.6736	0.0787	1.6736	1.2937
No log	0.6271	190	1.4044	-0.0625	1.4044	1.1851
No log	0.6337	192	1.0909	0.0	1.0909	1.0445
No log	0.6403	194	1.0114	0.2059	1.0114	1.0057
No log	0.6469	196	1.0380	0.2025	1.0380	1.0188
No log	0.6535	198	1.1559	0.0964	1.1559	1.0751
No log	0.6601	200	1.1455	0.0714	1.1455	1.0703
No log	0.6667	202	0.9871	0.1220	0.9871	0.9935
No log	0.6733	204	0.9675	0.1220	0.9675	0.9836
No log	0.6799	206	1.0971	0.2000	1.0971	1.0474
No log	0.6865	208	1.2814	0.0727	1.2814	1.1320
No log	0.6931	210	1.2338	0.0816	1.2338	1.1108
No log	0.6997	212	0.9957	0.2308	0.9957	0.9979
No log	0.7063	214	0.9731	0.3014	0.9731	0.9865
No log	0.7129	216	1.0389	0.2308	1.0389	1.0193
No log	0.7195	218	0.9940	0.3014	0.9940	0.9970
No log	0.7261	220	0.8828	0.3014	0.8828	0.9396
No log	0.7327	222	0.7973	0.2703	0.7973	0.8929
No log	0.7393	224	0.8638	0.3014	0.8638	0.9294
No log	0.7459	226	1.1344	0.0606	1.1344	1.0651
No log	0.7525	228	1.5313	0.0847	1.5313	1.2374
No log	0.7591	230	1.6589	0.1654	1.6589	1.2880
No log	0.7657	232	1.3691	0.0816	1.3691	1.1701
No log	0.7723	234	1.0524	0.0455	1.0524	1.0259
No log	0.7789	236	0.9738	0.1538	0.9738	0.9868
No log	0.7855	238	1.0264	0.1220	1.0264	1.0131
No log	0.7921	240	1.0215	0.0741	1.0215	1.0107
No log	0.7987	242	0.9393	0.1538	0.9393	0.9692
No log	0.8053	244	0.8333	0.3333	0.8333	0.9128
No log	0.8119	246	0.8637	0.3014	0.8637	0.9293
No log	0.8185	248	0.8854	0.1538	0.8854	0.9409
No log	0.8251	250	1.0139	0.0741	1.0139	1.0069
No log	0.8317	252	1.1016	0.1628	1.1016	1.0496
No log	0.8383	254	1.0337	0.0741	1.0337	1.0167
No log	0.8449	256	0.7887	0.2703	0.7887	0.8881
No log	0.8515	258	0.6367	0.0571	0.6367	0.7979
No log	0.8581	260	0.6765	0.2817	0.6765	0.8225
No log	0.8647	262	0.8426	0.2703	0.8426	0.9179
No log	0.8713	264	1.0394	0.3133	1.0394	1.0195
No log	0.8779	266	1.0919	0.2979	1.0919	1.0449
No log	0.8845	268	0.9612	0.3294	0.9612	0.9804
No log	0.8911	270	0.8189	0.2895	0.8189	0.9049
No log	0.8977	272	0.8933	0.3514	0.8933	0.9452
No log	0.9043	274	1.0581	0.1316	1.0581	1.0286
No log	0.9109	276	1.1930	0.1099	1.1930	1.0922
No log	0.9175	278	1.2262	0.1176	1.2262	1.1073
No log	0.9241	280	1.1812	0.0412	1.1812	1.0868
No log	0.9307	282	0.9403	0.1750	0.9403	0.9697
No log	0.9373	284	0.7743	0.3250	0.7743	0.8799
No log	0.9439	286	0.7582	0.1127	0.7582	0.8707
No log	0.9505	288	0.8633	0.3377	0.8633	0.9291
No log	0.9571	290	1.2302	0.0917	1.2302	1.1091
No log	0.9637	292	1.6593	0.1562	1.6593	1.2881
No log	0.9703	294	1.6925	0.1260	1.6925	1.3010
No log	0.9769	296	1.3919	0.0541	1.3919	1.1798
No log	0.9835	298	1.0748	0.0233	1.0748	1.0367
No log	0.9901	300	0.9122	0.1316	0.9122	0.9551
No log	0.9967	302	0.9086	0.1818	0.9086	0.9532
No log	1.0033	304	1.0311	0.1818	1.0311	1.0154
No log	1.0099	306	1.2458	0.1239	1.2458	1.1161
No log	1.0165	308	1.2080	0.1239	1.2080	1.0991
No log	1.0231	310	0.8892	0.3514	0.8892	0.9430
No log	1.0297	312	0.7580	0.3514	0.7580	0.8706
No log	1.0363	314	0.7300	0.3514	0.7300	0.8544
No log	1.0429	316	0.7900	0.3014	0.7900	0.8888
No log	1.0495	318	1.0280	0.2222	1.0280	1.0139
No log	1.0561	320	1.1774	0.0667	1.1774	1.0851
No log	1.0627	322	1.0875	0.1316	1.0875	1.0428
No log	1.0693	324	0.9628	0.1316	0.9628	0.9812
No log	1.0759	326	0.8908	0.3014	0.8908	0.9438
No log	1.0825	328	0.8534	0.3014	0.8534	0.9238
No log	1.0891	330	0.8978	0.3514	0.8978	0.9475
No log	1.0957	332	0.9775	0.1573	0.9775	0.9887
No log	1.1023	334	1.1005	0.1573	1.1005	1.0490
No log	1.1089	336	1.1243	0.1573	1.1243	1.0603
No log	1.1155	338	1.1131	0.1573	1.1131	1.0551
No log	1.1221	340	1.0204	0.1333	1.0204	1.0101
No log	1.1287	342	1.0315	0.1333	1.0315	1.0156
No log	1.1353	344	1.1161	0.1064	1.1161	1.0564
No log	1.1419	346	1.0726	0.1573	1.0726	1.0357
No log	1.1485	348	0.9814	0.1266	0.9814	0.9907
No log	1.1551	350	0.9499	0.1538	0.9499	0.9746
No log	1.1617	352	0.9400	0.1538	0.9400	0.9695
No log	1.1683	354	0.9273	0.1538	0.9273	0.9630
No log	1.1749	356	0.9592	0.1538	0.9592	0.9794
No log	1.1815	358	1.0230	0.1538	1.0230	1.0114
No log	1.1881	360	1.1447	0.1573	1.1447	1.0699
No log	1.1947	362	1.3100	0.1064	1.3100	1.1445
No log	1.2013	364	1.2855	0.0842	1.2855	1.1338
No log	1.2079	366	1.1823	0.1758	1.1823	1.0873
No log	1.2145	368	1.3024	0.1600	1.3024	1.1412
No log	1.2211	370	1.3168	0.2286	1.3168	1.1475
No log	1.2277	372	1.0596	0.2143	1.0596	1.0294
No log	1.2343	374	0.9817	0.1266	0.9817	0.9908
No log	1.2409	376	0.9803	0.2143	0.9803	0.9901
No log	1.2475	378	0.9301	0.2588	0.9301	0.9644
No log	1.2541	380	0.9643	0.2143	0.9643	0.9820
No log	1.2607	382	1.0818	0.1818	1.0818	1.0401
No log	1.2673	384	1.1635	0.2041	1.1635	1.0786
No log	1.2739	386	1.0208	0.1573	1.0208	1.0104
No log	1.2805	388	0.8966	0.3023	0.8966	0.9469
No log	1.2871	390	0.7692	0.3684	0.7692	0.8770
No log	1.2937	392	0.7577	0.3684	0.7577	0.8705
No log	1.3003	394	0.9086	0.0714	0.9086	0.9532
No log	1.3069	396	1.1762	0.1522	1.1762	1.0845
No log	1.3135	398	1.2761	0.1980	1.2761	1.1297
No log	1.3201	400	1.1244	0.2069	1.1244	1.0604
No log	1.3267	402	0.8564	0.4444	0.8564	0.9254
No log	1.3333	404	0.7453	0.3684	0.7453	0.8633
No log	1.3399	406	0.6974	0.2895	0.6974	0.8351
No log	1.3465	408	0.7253	0.3250	0.7253	0.8516
No log	1.3531	410	0.8227	0.3684	0.8227	0.9070
No log	1.3597	412	1.0293	0.2418	1.0293	1.0145
No log	1.3663	414	1.0664	0.2247	1.0664	1.0326
No log	1.3729	416	1.0280	0.2247	1.0280	1.0139
No log	1.3795	418	0.9258	0.3721	0.9258	0.9622
No log	1.3861	420	0.8637	0.3684	0.8637	0.9294
No log	1.3927	422	0.8129	0.3846	0.8129	0.9016
No log	1.3993	424	0.8073	0.3846	0.8073	0.8985
No log	1.4059	426	0.9191	0.1628	0.9191	0.9587
No log	1.4125	428	1.1715	0.1553	1.1715	1.0823
No log	1.4191	430	1.3870	0.1429	1.3870	1.1777
No log	1.4257	432	1.2936	0.0625	1.2936	1.1374
No log	1.4323	434	1.0113	0.0741	1.0113	1.0056
No log	1.4389	436	0.8015	0.2597	0.8015	0.8952
No log	1.4455	438	0.7544	0.3284	0.7544	0.8686
No log	1.4521	440	0.8684	0.2597	0.8684	0.9319
No log	1.4587	442	0.9888	0.1290	0.9888	0.9944
No log	1.4653	444	1.0382	0.1290	1.0382	1.0189
No log	1.4719	446	0.9595	0.1220	0.9595	0.9795
No log	1.4785	448	0.7824	0.3077	0.7824	0.8845
No log	1.4851	450	0.7490	0.4	0.7490	0.8655
No log	1.4917	452	0.8357	0.3077	0.8357	0.9142
No log	1.4983	454	1.0606	0.0690	1.0606	1.0299
No log	1.5050	456	1.2631	0.2222	1.2631	1.1239
No log	1.5116	458	1.2070	0.2222	1.2070	1.0986
No log	1.5182	460	1.0159	0.0816	1.0159	1.0079
No log	1.5248	462	0.8540	0.3704	0.8540	0.9241
No log	1.5314	464	0.7992	0.3704	0.7992	0.8940
No log	1.5380	466	0.8219	0.2785	0.8219	0.9066
No log	1.5446	468	1.0221	0.2759	1.0221	1.0110
No log	1.5512	470	1.2049	0.1875	1.2049	1.0977
No log	1.5578	472	1.1505	0.0667	1.1505	1.0726
No log	1.5644	474	0.9700	0.1481	0.9700	0.9849
No log	1.5710	476	0.7790	0.1972	0.7790	0.8826
No log	1.5776	478	0.6620	0.4	0.6620	0.8137
No log	1.5842	480	0.6464	0.2941	0.6464	0.8040
No log	1.5908	482	0.6702	0.3836	0.6702	0.8187
No log	1.5974	484	0.7672	0.4	0.7672	0.8759
No log	1.6040	486	0.9985	0.0741	0.9985	0.9993
No log	1.6106	488	1.1487	0.1176	1.1487	1.0718
No log	1.6172	490	1.0838	0.0412	1.0838	1.0410
No log	1.6238	492	0.8936	0.3250	0.8936	0.9453
No log	1.6304	494	0.7779	0.3684	0.7779	0.8820
No log	1.6370	496	0.7619	0.4507	0.7619	0.8729
No log	1.6436	498	0.8132	0.3704	0.8132	0.9018
0.3919	1.6502	500	0.9432	0.0690	0.9432	0.9712
0.3919	1.6568	502	1.1511	0.1176	1.1511	1.0729
0.3919	1.6634	504	1.2051	0.0792	1.2051	1.0978
0.3919	1.6700	506	1.0599	0.1099	1.0599	1.0295
0.3919	1.6766	508	0.8671	0.2143	0.8671	0.9312
0.3919	1.6832	510	0.7967	0.3514	0.7967	0.8926
0.3919	1.6898	512	0.7383	0.4156	0.7383	0.8593
0.3919	1.6964	514	0.7551	0.4156	0.7551	0.8689
0.3919	1.7030	516	0.8363	0.2143	0.8363	0.9145
0.3919	1.7096	518	0.8520	0.2588	0.8520	0.9231
0.3919	1.7162	520	0.8835	0.2143	0.8835	0.9399
0.3919	1.7228	522	0.9209	0.3182	0.9209	0.9596
0.3919	1.7294	524	0.8898	0.3182	0.8898	0.9433
0.3919	1.7360	526	0.8092	0.2143	0.8092	0.8996
0.3919	1.7426	528	0.7409	0.2025	0.7409	0.8607
0.3919	1.7492	530	0.7333	0.2025	0.7333	0.8563
0.3919	1.7558	532	0.7705	0.2025	0.7705	0.8778
0.3919	1.7624	534	0.9096	0.2410	0.9096	0.9537
0.3919	1.7690	536	1.0074	0.1481	1.0074	1.0037
0.3919	1.7756	538	0.9232	0.1951	0.9232	0.9608
0.3919	1.7822	540	0.7726	0.2143	0.7726	0.8790
0.3919	1.7888	542	0.7111	0.4324	0.7111	0.8433
0.3919	1.7954	544	0.7030	0.4324	0.7030	0.8384
0.3919	1.8020	546	0.7563	0.4304	0.7563	0.8697
0.3919	1.8086	548	0.8388	0.2800	0.8388	0.9158
0.3919	1.8152	550	0.8245	0.2800	0.8245	0.9080
0.3919	1.8218	552	0.7667	0.4304	0.7667	0.8756
0.3919	1.8284	554	0.7393	0.4324	0.7393	0.8598
0.3919	1.8350	556	0.7097	0.4324	0.7097	0.8424
0.3919	1.8416	558	0.6971	0.4167	0.6971	0.8349
0.3919	1.8482	560	0.7849	0.2785	0.7849	0.8859
0.3919	1.8548	562	0.8342	0.2785	0.8342	0.9133
0.3919	1.8614	564	0.8071	0.2785	0.8071	0.8984
0.3919	1.8680	566	0.7707	0.2785	0.7707	0.8779
0.3919	1.8746	568	0.8268	0.3250	0.8268	0.9093
0.3919	1.8812	570	0.7766	0.3704	0.7766	0.8812
0.3919	1.8878	572	0.7595	0.4615	0.7595	0.8715
0.3919	1.8944	574	0.7523	0.4324	0.7523	0.8674
0.3919	1.9010	576	0.7427	0.4	0.7427	0.8618
0.3919	1.9076	578	0.7375	0.3855	0.7375	0.8588
0.3919	1.9142	580	0.7332	0.3684	0.7332	0.8563
0.3919	1.9208	582	0.7394	0.4615	0.7394	0.8599
0.3919	1.9274	584	0.7618	0.3855	0.7618	0.8728
0.3919	1.9340	586	0.7292	0.4935	0.7292	0.8540
0.3919	1.9406	588	0.6707	0.4615	0.6707	0.8190
0.3919	1.9472	590	0.6802	0.4615	0.6802	0.8247
0.3919	1.9538	592	0.7608	0.3704	0.7608	0.8723
0.3919	1.9604	594	0.8341	0.3333	0.8341	0.9133
0.3919	1.9670	596	0.7803	0.4474	0.7803	0.8833
0.3919	1.9736	598	0.7566	0.4615	0.7566	0.8698
0.3919	1.9802	600	0.7456	0.4304	0.7456	0.8635
0.3919	1.9868	602	0.7770	0.3704	0.7770	0.8815
0.3919	1.9934	604	0.8103	0.3478	0.8103	0.9001
0.3919	2.0	606	0.8436	0.3762	0.8436	0.9185
0.3919	2.0066	608	0.8156	0.2857	0.8156	0.9031
0.3919	2.0132	610	0.7585	0.3544	0.7585	0.8709
0.3919	2.0198	612	0.7759	0.3544	0.7759	0.8808
0.3919	2.0264	614	0.7948	0.3077	0.7948	0.8915
0.3919	2.0330	616	0.8106	0.3077	0.8106	0.9003
0.3919	2.0396	618	0.7499	0.3077	0.7499	0.8660
0.3919	2.0462	620	0.7582	0.3544	0.7582	0.8707
0.3919	2.0528	622	0.8932	0.2921	0.8932	0.9451
0.3919	2.0594	624	0.9001	0.2921	0.9001	0.9487
0.3919	2.0660	626	0.7612	0.4324	0.7612	0.8725
0.3919	2.0726	628	0.6703	0.4194	0.6703	0.8187
0.3919	2.0792	630	0.6414	0.3607	0.6414	0.8009
0.3919	2.0858	632	0.6682	0.3390	0.6682	0.8174
0.3919	2.0924	634	0.7307	0.4348	0.7307	0.8548
0.3919	2.0990	636	0.7219	0.4375	0.7219	0.8496
0.3919	2.1056	638	0.8054	0.3333	0.8054	0.8974
0.3919	2.1122	640	0.8712	0.3333	0.8712	0.9334
0.3919	2.1188	642	0.7640	0.4	0.7640	0.8741
0.3919	2.1254	644	0.6732	0.4194	0.6732	0.8205
0.3919	2.1320	646	0.6752	0.5455	0.6752	0.8217
0.3919	2.1386	648	0.7171	0.48	0.7171	0.8468
0.3919	2.1452	650	0.8238	0.3544	0.8238	0.9076
0.3919	2.1518	652	0.8137	0.3544	0.8137	0.9020
0.3919	2.1584	654	0.7310	0.48	0.7310	0.8550
0.3919	2.1650	656	0.7174	0.4474	0.7174	0.8470
0.3919	2.1716	658	0.7264	0.4474	0.7264	0.8523
0.3919	2.1782	660	0.7093	0.4474	0.7093	0.8422
0.3919	2.1848	662	0.6716	0.4507	0.6716	0.8195
0.3919	2.1914	664	0.6947	0.4324	0.6947	0.8335
0.3919	2.1980	666	0.8196	0.3836	0.8196	0.9053
0.3919	2.2046	668	0.9664	0.1481	0.9664	0.9830
0.3919	2.2112	670	0.9293	0.1951	0.9293	0.9640
0.3919	2.2178	672	0.7822	0.4324	0.7822	0.8844
0.3919	2.2244	674	0.7016	0.4324	0.7016	0.8376
0.3919	2.2310	676	0.6916	0.3077	0.6916	0.8316
0.3919	2.2376	678	0.7116	0.4	0.7116	0.8436
0.3919	2.2442	680	0.7303	0.4324	0.7303	0.8546
0.3919	2.2508	682	0.7370	0.4324	0.7370	0.8585
0.3919	2.2574	684	0.7113	0.3836	0.7113	0.8434
0.3919	2.2640	686	0.7000	0.3836	0.7000	0.8367
0.3919	2.2706	688	0.7323	0.3836	0.7323	0.8557
0.3919	2.2772	690	0.7874	0.3846	0.7874	0.8873
0.3919	2.2838	692	0.8295	0.3596	0.8295	0.9108
0.3919	2.2904	694	0.8265	0.3596	0.8265	0.9091
0.3919	2.2970	696	0.7932	0.4000	0.7932	0.8906
0.3919	2.3036	698	0.7632	0.2963	0.7632	0.8736
0.3919	2.3102	700	0.7219	0.2963	0.7219	0.8496
0.3919	2.3168	702	0.6867	0.4000	0.6867	0.8287
0.3919	2.3234	704	0.6997	0.4304	0.6997	0.8365
0.3919	2.3300	706	0.7992	0.3333	0.7992	0.8940
0.3919	2.3366	708	0.9608	0.3226	0.9608	0.9802
0.3919	2.3432	710	1.0393	0.1176	1.0393	1.0194
0.3919	2.3498	712	0.9271	0.2597	0.9271	0.9629
0.3919	2.3564	714	0.7626	0.3333	0.7626	0.8733
0.3919	2.3630	716	0.6478	0.3200	0.6478	0.8049
0.3919	2.3696	718	0.6384	0.3846	0.6384	0.7990
0.3919	2.3762	720	0.6651	0.4000	0.6651	0.8155
0.3919	2.3828	722	0.7167	0.3704	0.7167	0.8466
0.3919	2.3894	724	0.7340	0.3704	0.7340	0.8567
0.3919	2.3960	726	0.7553	0.3736	0.7553	0.8691
0.3919	2.4026	728	0.7657	0.4	0.7657	0.8750
0.3919	2.4092	730	0.8157	0.3023	0.8157	0.9032
0.3919	2.4158	732	0.7997	0.3836	0.7997	0.8943
0.3919	2.4224	734	0.7584	0.3333	0.7584	0.8708
0.3919	2.4290	736	0.6810	0.3684	0.6810	0.8252
0.3919	2.4356	738	0.6354	0.3438	0.6354	0.7971
0.3919	2.4422	740	0.6441	0.3438	0.6441	0.8026
0.3919	2.4488	742	0.7106	0.4	0.7106	0.8430
0.3919	2.4554	744	0.8113	0.3333	0.8113	0.9007
0.3919	2.4620	746	0.8748	0.3133	0.8748	0.9353
0.3919	2.4686	748	0.8791	0.3133	0.8791	0.9376
0.3919	2.4752	750	0.8287	0.3571	0.8287	0.9103
0.3919	2.4818	752	0.8420	0.3571	0.8420	0.9176
0.3919	2.4884	754	0.8822	0.3133	0.8822	0.9392
0.3919	2.4950	756	0.8834	0.2500	0.8834	0.9399
0.3919	2.5017	758	0.8202	0.4	0.8202	0.9057
0.3919	2.5083	760	0.7729	0.3846	0.7729	0.8791
0.3919	2.5149	762	0.7484	0.4304	0.7484	0.8651
0.3919	2.5215	764	0.7433	0.4304	0.7433	0.8621
0.3919	2.5281	766	0.7661	0.4000	0.7661	0.8753
0.3919	2.5347	768	0.7945	0.4304	0.7945	0.8913
0.3919	2.5413	770	0.8219	0.4	0.8219	0.9066
0.3919	2.5479	772	0.7761	0.4304	0.7761	0.8810
0.3919	2.5545	774	0.7012	0.4324	0.7012	0.8374
0.3919	2.5611	776	0.6624	0.4658	0.6624	0.8139
0.3919	2.5677	778	0.6597	0.5	0.6597	0.8122
0.3919	2.5743	780	0.7165	0.4	0.7165	0.8465
0.3919	2.5809	782	0.7790	0.3836	0.7790	0.8826
0.3919	2.5875	784	0.8206	0.4	0.8206	0.9059
0.3919	2.5941	786	0.7804	0.4304	0.7804	0.8834
0.3919	2.6007	788	0.7278	0.3514	0.7278	0.8531
0.3919	2.6073	790	0.7114	0.2286	0.7114	0.8435
0.3919	2.6139	792	0.7369	0.3514	0.7369	0.8584
0.3919	2.6205	794	0.7768	0.4304	0.7768	0.8814
0.3919	2.6271	796	0.8829	0.4	0.8829	0.9396
0.3919	2.6337	798	1.0535	0.0816	1.0535	1.0264
0.3919	2.6403	800	1.1200	0.1176	1.1200	1.0583
0.3919	2.6469	802	1.0075	0.0233	1.0075	1.0037
0.3919	2.6535	804	0.8349	0.2308	0.8349	0.9137
0.3919	2.6601	806	0.7346	0.4615	0.7346	0.8571
0.3919	2.6667	808	0.7130	0.3514	0.7130	0.8444
0.3919	2.6733	810	0.7272	0.3200	0.7272	0.8527
0.3919	2.6799	812	0.7707	0.4304	0.7707	0.8779
0.3919	2.6865	814	0.8609	0.4156	0.8609	0.9278
0.3919	2.6931	816	0.9584	0.1333	0.9584	0.9790
0.3919	2.6997	818	0.9786	0.1386	0.9786	0.9893
0.3919	2.7063	820	0.8977	0.3864	0.8977	0.9475
0.3919	2.7129	822	0.7803	0.4000	0.7803	0.8833
0.3919	2.7195	824	0.7145	0.4000	0.7145	0.8453
0.3919	2.7261	826	0.6609	0.1818	0.6609	0.8130
0.3919	2.7327	828	0.6364	0.2817	0.6364	0.7978
0.3919	2.7393	830	0.6532	0.4324	0.6532	0.8082
0.3919	2.7459	832	0.7544	0.3333	0.7544	0.8685
0.3919	2.7525	834	0.8905	0.1316	0.8905	0.9437
0.3919	2.7591	836	1.0173	0.1628	1.0173	1.0086
0.3919	2.7657	838	1.0145	0.1628	1.0145	1.0072
0.3919	2.7723	840	0.9691	0.1316	0.9691	0.9844
0.3919	2.7789	842	0.8421	0.2817	0.8421	0.9177
0.3919	2.7855	844	0.6843	0.3824	0.6843	0.8272
0.3919	2.7921	846	0.5978	0.4194	0.5978	0.7732
0.3919	2.7987	848	0.5681	0.1493	0.5681	0.7537
0.3919	2.8053	850	0.5666	0.1493	0.5666	0.7527
0.3919	2.8119	852	0.5946	0.1493	0.5946	0.7711
0.3919	2.8185	854	0.6708	0.4658	0.6708	0.8190
0.3919	2.8251	856	0.8048	0.4	0.8048	0.8971
0.3919	2.8317	858	0.9438	0.2826	0.9438	0.9715
0.3919	2.8383	860	0.9872	0.1176	0.9872	0.9936
0.3919	2.8449	862	0.9132	0.2963	0.9132	0.9556
0.3919	2.8515	864	0.7941	0.3836	0.7941	0.8911
0.3919	2.8581	866	0.6902	0.4348	0.6902	0.8308
0.3919	2.8647	868	0.6419	0.3143	0.6419	0.8012
0.3919	2.8713	870	0.6465	0.1493	0.6465	0.8041
0.3919	2.8779	872	0.6671	0.1493	0.6671	0.8168
0.3919	2.8845	874	0.6902	0.1972	0.6902	0.8308
0.3919	2.8911	876	0.7359	0.4	0.7359	0.8578
0.3919	2.8977	878	0.7881	0.4270	0.7881	0.8877
0.3919	2.9043	880	0.8416	0.3294	0.8416	0.9174
0.3919	2.9109	882	0.8227	0.3836	0.8227	0.9070
0.3919	2.9175	884	0.7436	0.4	0.7436	0.8623
0.3919	2.9241	886	0.6580	0.3810	0.6580	0.8112
0.3919	2.9307	888	0.6355	0.3438	0.6355	0.7972
0.3919	2.9373	890	0.6467	0.3810	0.6467	0.8042
0.3919	2.9439	892	0.6798	0.3824	0.6798	0.8245
0.3919	2.9505	894	0.7098	0.3824	0.7098	0.8425
0.3919	2.9571	896	0.7700	0.5	0.7700	0.8775
0.3919	2.9637	898	0.8562	0.2785	0.8562	0.9253
0.3919	2.9703	900	0.8794	0.3704	0.8794	0.9377
0.3919	2.9769	902	0.8520	0.3704	0.8520	0.9231
0.3919	2.9835	904	0.8542	0.3704	0.8542	0.9242
0.3919	2.9901	906	0.8691	0.2785	0.8691	0.9323
0.3919	2.9967	908	0.8260	0.3704	0.8260	0.9088
0.3919	3.0033	910	0.7587	0.5	0.7587	0.8710
0.3919	3.0099	912	0.7270	0.4658	0.7270	0.8526
0.3919	3.0165	914	0.7354	0.4658	0.7354	0.8575
0.3919	3.0231	916	0.7440	0.5	0.7440	0.8626
0.3919	3.0297	918	0.7426	0.5	0.7426	0.8617
0.3919	3.0363	920	0.7301	0.4658	0.7301	0.8544
0.3919	3.0429	922	0.7311	0.4324	0.7311	0.8550
0.3919	3.0495	924	0.7432	0.4	0.7432	0.8621
0.3919	3.0561	926	0.7566	0.4	0.7566	0.8698
0.3919	3.0627	928	0.7366	0.2895	0.7366	0.8583
0.3919	3.0693	930	0.7032	0.2895	0.7032	0.8386
0.3919	3.0759	932	0.6893	0.2895	0.6893	0.8302
0.3919	3.0825	934	0.7034	0.4000	0.7034	0.8387
0.3919	3.0891	936	0.7298	0.4000	0.7298	0.8543
0.3919	3.0957	938	0.7558	0.4000	0.7558	0.8694
0.3919	3.1023	940	0.7871	0.4156	0.7871	0.8872
0.3919	3.1089	942	0.7497	0.4000	0.7497	0.8658
0.3919	3.1155	944	0.6984	0.4000	0.6984	0.8357
0.3919	3.1221	946	0.6544	0.3143	0.6544	0.8089
0.3919	3.1287	948	0.6489	0.3143	0.6489	0.8055
0.3919	3.1353	950	0.6668	0.4	0.6668	0.8166
0.3919	3.1419	952	0.7184	0.3846	0.7184	0.8476
0.3919	3.1485	954	0.7344	0.3846	0.7344	0.8570
0.3919	3.1551	956	0.7588	0.3846	0.7588	0.8711
0.3919	3.1617	958	0.7813	0.4156	0.7813	0.8839
0.3919	3.1683	960	0.7832	0.4474	0.7832	0.8850
0.3919	3.1749	962	0.7495	0.4474	0.7495	0.8658
0.3919	3.1815	964	0.7003	0.3846	0.7003	0.8368
0.3919	3.1881	966	0.6925	0.3846	0.6925	0.8322
0.3919	3.1947	968	0.7179	0.3846	0.7179	0.8473
0.3919	3.2013	970	0.7713	0.3846	0.7713	0.8782
0.3919	3.2079	972	0.7955	0.4	0.7955	0.8919
0.3919	3.2145	974	0.8164	0.4	0.8164	0.9035
0.3919	3.2211	976	0.7974	0.3736	0.7974	0.8930
0.3919	3.2277	978	0.7839	0.4000	0.7839	0.8854
0.3919	3.2343	980	0.7613	0.4000	0.7613	0.8725
0.3919	3.2409	982	0.7371	0.4000	0.7371	0.8585
0.3919	3.2475	984	0.7015	0.4000	0.7015	0.8376
0.3919	3.2541	986	0.7035	0.4000	0.7035	0.8387
0.3919	3.2607	988	0.7497	0.4304	0.7497	0.8659
0.3919	3.2673	990	0.7904	0.3684	0.7904	0.8891
0.3919	3.2739	992	0.7978	0.3684	0.7978	0.8932
0.3919	3.2805	994	0.7854	0.4	0.7854	0.8862
0.3919	3.2871	996	0.7522	0.3684	0.7522	0.8673
0.3919	3.2937	998	0.7826	0.4	0.7826	0.8847
0.1458	3.3003	1000	0.8179	0.3514	0.8179	0.9044
0.1458	3.3069	1002	0.8453	0.2785	0.8453	0.9194
0.1458	3.3135	1004	0.8313	0.2785	0.8313	0.9117
0.1458	3.3201	1006	0.7718	0.3514	0.7718	0.8785
0.1458	3.3267	1008	0.7392	0.3514	0.7392	0.8598
0.1458	3.3333	1010	0.6982	0.5	0.6982	0.8356
0.1458	3.3399	1012	0.7047	0.4	0.7047	0.8395
0.1458	3.3465	1014	0.7324	0.4	0.7324	0.8558
0.1458	3.3531	1016	0.7408	0.3662	0.7408	0.8607
0.1458	3.3597	1018	0.7724	0.4156	0.7724	0.8788
0.1458	3.3663	1020	0.7909	0.4156	0.7909	0.8893
0.1458	3.3729	1022	0.7573	0.4324	0.7573	0.8702
0.1458	3.3795	1024	0.7691	0.4324	0.7691	0.8770
0.1458	3.3861	1026	0.7859	0.4304	0.7859	0.8865
0.1458	3.3927	1028	0.7865	0.3846	0.7865	0.8869
0.1458	3.3993	1030	0.7822	0.4156	0.7822	0.8844
0.1458	3.4059	1032	0.7740	0.3684	0.7740	0.8798
0.1458	3.4125	1034	0.8061	0.3514	0.8061	0.8978
0.1458	3.4191	1036	0.7937	0.3514	0.7937	0.8909
0.1458	3.4257	1038	0.7601	0.3684	0.7601	0.8718
0.1458	3.4323	1040	0.7282	0.3662	0.7282	0.8533
0.1458	3.4389	1042	0.6863	0.4348	0.6863	0.8285
0.1458	3.4455	1044	0.6770	0.3077	0.6770	0.8228
0.1458	3.4521	1046	0.6824	0.2727	0.6824	0.8261
0.1458	3.4587	1048	0.6971	0.2727	0.6971	0.8349
0.1458	3.4653	1050	0.7274	0.4	0.7274	0.8529
0.1458	3.4719	1052	0.7667	0.4156	0.7667	0.8756
0.1458	3.4785	1054	0.7909	0.3684	0.7909	0.8893
0.1458	3.4851	1056	0.7754	0.3684	0.7754	0.8806
0.1458	3.4917	1058	0.7727	0.3250	0.7727	0.8790
0.1458	3.4983	1060	0.7926	0.3250	0.7926	0.8903
0.1458	3.5050	1062	0.7899	0.3250	0.7899	0.8887
0.1458	3.5116	1064	0.7808	0.2963	0.7808	0.8836
0.1458	3.5182	1066	0.7845	0.3415	0.7845	0.8857
0.1458	3.5248	1068	0.7659	0.4167	0.7659	0.8752
0.1458	3.5314	1070	0.7855	0.4167	0.7855	0.8863
0.1458	3.5380	1072	0.8627	0.2963	0.8627	0.9288
0.1458	3.5446	1074	0.9806	0.1136	0.9806	0.9902
0.1458	3.5512	1076	1.0417	0.0233	1.0417	1.0206
0.1458	3.5578	1078	1.0211	0.0233	1.0211	1.0105
0.1458	3.5644	1080	0.9061	0.1481	0.9061	0.9519
0.1458	3.5710	1082	0.8286	0.2785	0.8286	0.9103
0.1458	3.5776	1084	0.7672	0.3284	0.7672	0.8759
0.1458	3.5842	1086	0.7687	0.2941	0.7687	0.8767
0.1458	3.5908	1088	0.8219	0.3846	0.8219	0.9066
0.1458	3.5974	1090	0.8683	0.3846	0.8683	0.9318
0.1458	3.6040	1092	0.9066	0.3846	0.9066	0.9522
0.1458	3.6106	1094	0.9674	0.2979	0.9674	0.9836
0.1458	3.6172	1096	0.9919	0.1346	0.9919	0.9960
0.1458	3.6238	1098	0.9425	0.2979	0.9425	0.9708
0.1458	3.6304	1100	0.8468	0.3846	0.8468	0.9202
0.1458	3.6370	1102	0.7705	0.3836	0.7705	0.8778
0.1458	3.6436	1104	0.7464	0.3836	0.7464	0.8639
0.1458	3.6502	1106	0.7570	0.3836	0.7570	0.8701
0.1458	3.6568	1108	0.7907	0.3846	0.7907	0.8892
0.1458	3.6634	1110	0.8667	0.3846	0.8667	0.9310
0.1458	3.6700	1112	0.9084	0.3596	0.9084	0.9531
0.1458	3.6766	1114	0.8921	0.3846	0.8921	0.9445
0.1458	3.6832	1116	0.8952	0.2963	0.8952	0.9461
0.1458	3.6898	1118	0.9086	0.2963	0.9086	0.9532
0.1458	3.6964	1120	0.9298	0.2963	0.9298	0.9642
0.1458	3.7030	1122	0.9262	0.2963	0.9262	0.9624
0.1458	3.7096	1124	0.9096	0.2895	0.9096	0.9537
0.1458	3.7162	1126	0.8980	0.2963	0.8980	0.9476
0.1458	3.7228	1128	0.9015	0.4304	0.9015	0.9495
0.1458	3.7294	1130	0.9065	0.3377	0.9065	0.9521
0.1458	3.7360	1132	0.8763	0.3846	0.8763	0.9361
0.1458	3.7426	1134	0.8475	0.4324	0.8475	0.9206
0.1458	3.7492	1136	0.8435	0.2895	0.8435	0.9184
0.1458	3.7558	1138	0.8515	0.2895	0.8515	0.9228
0.1458	3.7624	1140	0.8663	0.3200	0.8663	0.9308
0.1458	3.7690	1142	0.8970	0.3846	0.8970	0.9471
0.1458	3.7756	1144	0.9165	0.3133	0.9165	0.9574
0.1458	3.7822	1146	0.9089	0.4304	0.9089	0.9534
0.1458	3.7888	1148	0.9279	0.4304	0.9279	0.9633
0.1458	3.7954	1150	0.9417	0.3250	0.9417	0.9704
0.1458	3.8020	1152	0.9531	0.2410	0.9531	0.9763
0.1458	3.8086	1154	0.9284	0.2410	0.9284	0.9635
0.1458	3.8152	1156	0.9011	0.3846	0.9011	0.9493
0.1458	3.8218	1158	0.9207	0.1818	0.9207	0.9595
0.1458	3.8284	1160	0.9123	0.1818	0.9123	0.9551
0.1458	3.8350	1162	0.8654	0.4304	0.8654	0.9303
0.1458	3.8416	1164	0.8335	0.2895	0.8335	0.9130
0.1458	3.8482	1166	0.8345	0.1972	0.8345	0.9135
0.1458	3.8548	1168	0.8539	0.2895	0.8539	0.9241
0.1458	3.8614	1170	0.8957	0.4304	0.8957	0.9464
0.1458	3.8680	1172	0.8898	0.4304	0.8898	0.9433
0.1458	3.8746	1174	0.8418	0.4324	0.8418	0.9175
0.1458	3.8812	1176	0.8054	0.4324	0.8054	0.8974
0.1458	3.8878	1178	0.7879	0.4324	0.7879	0.8876
0.1458	3.8944	1180	0.7932	0.4324	0.7932	0.8906
0.1458	3.9010	1182	0.8099	0.3846	0.8099	0.9000
0.1458	3.9076	1184	0.8463	0.3377	0.8463	0.9199
0.1458	3.9142	1186	0.8684	0.2963	0.8684	0.9319
0.1458	3.9208	1188	0.8245	0.3846	0.8245	0.9080
0.1458	3.9274	1190	0.7652	0.4324	0.7652	0.8748
0.1458	3.9340	1192	0.7666	0.1493	0.7666	0.8755
0.1458	3.9406	1194	0.7972	0.1892	0.7972	0.8929
0.1458	3.9472	1196	0.8153	0.1892	0.8153	0.9029
0.1458	3.9538	1198	0.8211	0.2895	0.8211	0.9062
0.1458	3.9604	1200	0.8451	0.4	0.8451	0.9193
0.1458	3.9670	1202	0.8569	0.4	0.8569	0.9257
0.1458	3.9736	1204	0.8420	0.4304	0.8420	0.9176
0.1458	3.9802	1206	0.8066	0.4324	0.8066	0.8981
0.1458	3.9868	1208	0.7750	0.4167	0.7750	0.8803
0.1458	3.9934	1210	0.7486	0.4324	0.7486	0.8652
0.1458	4.0	1212	0.7315	0.3143	0.7315	0.8553
0.1458	4.0066	1214	0.7380	0.3143	0.7380	0.8591
0.1458	4.0132	1216	0.7397	0.1972	0.7397	0.8601
0.1458	4.0198	1218	0.7510	0.3143	0.7510	0.8666
0.1458	4.0264	1220	0.7599	0.4	0.7599	0.8717
0.1458	4.0330	1222	0.7796	0.4324	0.7796	0.8829
0.1458	4.0396	1224	0.8208	0.4156	0.8208	0.9060
0.1458	4.0462	1226	0.8330	0.4304	0.8330	0.9127
0.1458	4.0528	1228	0.8212	0.4	0.8212	0.9062
0.1458	4.0594	1230	0.8047	0.4	0.8047	0.8971
0.1458	4.0660	1232	0.7975	0.2895	0.7975	0.8930
0.1458	4.0726	1234	0.8012	0.1667	0.8012	0.8951
0.1458	4.0792	1236	0.7913	0.1667	0.7913	0.8895
0.1458	4.0858	1238	0.7778	0.1667	0.7778	0.8819
0.1458	4.0924	1240	0.7745	0.1667	0.7745	0.8801
0.1458	4.0990	1242	0.7753	0.2597	0.7753	0.8805
0.1458	4.1056	1244	0.8000	0.4	0.8000	0.8944
0.1458	4.1122	1246	0.8170	0.4000	0.8170	0.9039
0.1458	4.1188	1248	0.8120	0.4000	0.8120	0.9011
0.1458	4.1254	1250	0.7987	0.4000	0.7987	0.8937
0.1458	4.1320	1252	0.7905	0.4000	0.7905	0.8891
0.1458	4.1386	1254	0.7891	0.2895	0.7891	0.8883
0.1458	4.1452	1256	0.8066	0.2963	0.8066	0.8981
0.1458	4.1518	1258	0.8417	0.4000	0.8417	0.9174
0.1458	4.1584	1260	0.8751	0.4000	0.8751	0.9354
0.1458	4.1650	1262	0.8972	0.4000	0.8972	0.9472
0.1458	4.1716	1264	0.9132	0.3571	0.9132	0.9556
0.1458	4.1782	1266	0.8932	0.4304	0.8932	0.9451
0.1458	4.1848	1268	0.8548	0.4000	0.8548	0.9246
0.1458	4.1914	1270	0.8360	0.4000	0.8360	0.9144
0.1458	4.1980	1272	0.8232	0.4000	0.8232	0.9073
0.1458	4.2046	1274	0.8259	0.4000	0.8259	0.9088
0.1458	4.2112	1276	0.8218	0.4304	0.8218	0.9066
0.1458	4.2178	1278	0.8206	0.4304	0.8206	0.9059
0.1458	4.2244	1280	0.8267	0.4304	0.8267	0.9093
0.1458	4.2310	1282	0.8189	0.4304	0.8189	0.9049
0.1458	4.2376	1284	0.8045	0.4304	0.8045	0.8969
0.1458	4.2442	1286	0.8394	0.3846	0.8394	0.9162
0.1458	4.2508	1288	0.9199	0.3704	0.9199	0.9591
0.1458	4.2574	1290	0.9322	0.3704	0.9322	0.9655
0.1458	4.2640	1292	0.8714	0.3133	0.8714	0.9335
0.1458	4.2706	1294	0.8426	0.3846	0.8426	0.9179
0.1458	4.2772	1296	0.8675	0.3415	0.8675	0.9314
0.1458	4.2838	1298	0.8804	0.2326	0.8804	0.9383
0.1458	4.2904	1300	0.8433	0.3704	0.8433	0.9183
0.1458	4.2970	1302	0.8300	0.3704	0.8300	0.9111
0.1458	4.3036	1304	0.8112	0.3415	0.8112	0.9007
0.1458	4.3102	1306	0.8150	0.3704	0.8150	0.9028
0.1458	4.3168	1308	0.8345	0.3704	0.8345	0.9135
0.1458	4.3234	1310	0.8246	0.3415	0.8246	0.9081
0.1458	4.3300	1312	0.8180	0.3133	0.8180	0.9044
0.1458	4.3366	1314	0.8012	0.3571	0.8012	0.8951
0.1458	4.3432	1316	0.7905	0.4324	0.7905	0.8891
0.1458	4.3498	1318	0.8126	0.3571	0.8126	0.9014
0.1458	4.3564	1320	0.8336	0.3571	0.8336	0.9130
0.1458	4.3630	1322	0.8400	0.3571	0.8400	0.9165
0.1458	4.3696	1324	0.8097	0.4304	0.8097	0.8998
0.1458	4.3762	1326	0.7634	0.4	0.7634	0.8737
0.1458	4.3828	1328	0.7373	0.3684	0.7373	0.8586
0.1458	4.3894	1330	0.7301	0.3684	0.7301	0.8545
0.1458	4.3960	1332	0.7373	0.4324	0.7373	0.8587
0.1458	4.4026	1334	0.7992	0.3684	0.7992	0.8940
0.1458	4.4092	1336	0.8691	0.3544	0.8691	0.9323
0.1458	4.4158	1338	0.8990	0.1687	0.8990	0.9481
0.1458	4.4224	1340	0.8639	0.3077	0.8639	0.9294
0.1458	4.4290	1342	0.7876	0.3250	0.7876	0.8875
0.1458	4.4356	1344	0.7561	0.3377	0.7561	0.8695
0.1458	4.4422	1346	0.7628	0.3846	0.7628	0.8734
0.1458	4.4488	1348	0.7774	0.4	0.7774	0.8817
0.1458	4.4554	1350	0.7821	0.3684	0.7821	0.8843
0.1458	4.4620	1352	0.7732	0.3684	0.7732	0.8793
0.1458	4.4686	1354	0.7542	0.3684	0.7542	0.8685
0.1458	4.4752	1356	0.7564	0.4324	0.7564	0.8697
0.1458	4.4818	1358	0.7894	0.3544	0.7894	0.8885
0.1458	4.4884	1360	0.8267	0.3544	0.8267	0.9093
0.1458	4.4950	1362	0.8111	0.3544	0.8111	0.9006
0.1458	4.5017	1364	0.7617	0.4324	0.7617	0.8727
0.1458	4.5083	1366	0.7183	0.4658	0.7183	0.8475
0.1458	4.5149	1368	0.7178	0.4658	0.7178	0.8473
0.1458	4.5215	1370	0.7538	0.4615	0.7538	0.8682
0.1458	4.5281	1372	0.8232	0.2143	0.8232	0.9073
0.1458	4.5347	1374	0.8514	0.2143	0.8514	0.9227
0.1458	4.5413	1376	0.8301	0.2143	0.8301	0.9111
0.1458	4.5479	1378	0.8477	0.1687	0.8477	0.9207
0.1458	4.5545	1380	0.9150	0.0741	0.9150	0.9565
0.1458	4.5611	1382	0.9454	0.0741	0.9454	0.9723
0.1458	4.5677	1384	0.9078	0.1220	0.9078	0.9528
0.1458	4.5743	1386	0.8097	0.1687	0.8097	0.8998
0.1458	4.5809	1388	0.7382	0.3684	0.7382	0.8592
0.1458	4.5875	1390	0.6978	0.4324	0.6978	0.8353
0.1458	4.5941	1392	0.6929	0.4324	0.6929	0.8324
0.1458	4.6007	1394	0.7180	0.3662	0.7180	0.8474
0.1458	4.6073	1396	0.7288	0.3662	0.7288	0.8537
0.1458	4.6139	1398	0.7825	0.3684	0.7825	0.8846
0.1458	4.6205	1400	0.8940	0.3544	0.8940	0.9455
0.1458	4.6271	1402	0.9792	0.1702	0.9792	0.9896
0.1458	4.6337	1404	0.9699	0.1702	0.9699	0.9848
0.1458	4.6403	1406	0.8889	0.3544	0.8889	0.9428
0.1458	4.6469	1408	0.7944	0.4156	0.7944	0.8913
0.1458	4.6535	1410	0.7363	0.4324	0.7363	0.8581
0.1458	4.6601	1412	0.7291	0.4324	0.7291	0.8539
0.1458	4.6667	1414	0.7315	0.4324	0.7315	0.8553
0.1458	4.6733	1416	0.7569	0.4615	0.7569	0.8700
0.1458	4.6799	1418	0.8248	0.4474	0.8248	0.9082
0.1458	4.6865	1420	0.8957	0.2588	0.8957	0.9464
0.1458	4.6931	1422	0.9431	0.1687	0.9431	0.9711
0.1458	4.6997	1424	0.9161	0.2143	0.9161	0.9571
0.1458	4.7063	1426	0.8334	0.4474	0.8334	0.9129
0.1458	4.7129	1428	0.7548	0.4304	0.7548	0.8688
0.1458	4.7195	1430	0.7272	0.4324	0.7272	0.8528
0.1458	4.7261	1432	0.7366	0.4324	0.7366	0.8583
0.1458	4.7327	1434	0.7811	0.4615	0.7811	0.8838
0.1458	4.7393	1436	0.8477	0.4	0.8477	0.9207
0.1458	4.7459	1438	0.8890	0.1687	0.8890	0.9429
0.1458	4.7525	1440	0.8967	0.1687	0.8967	0.9469
0.1458	4.7591	1442	0.8561	0.3077	0.8561	0.9252
0.1458	4.7657	1444	0.8179	0.3836	0.8179	0.9044
0.1458	4.7723	1446	0.7923	0.3514	0.7923	0.8901
0.1458	4.7789	1448	0.7541	0.4	0.7541	0.8684
0.1458	4.7855	1450	0.7445	0.3836	0.7445	0.8628
0.1458	4.7921	1452	0.7688	0.3836	0.7688	0.8768
0.1458	4.7987	1454	0.8140	0.3077	0.8140	0.9022
0.1458	4.8053	1456	0.8383	0.3077	0.8383	0.9156
0.1458	4.8119	1458	0.8088	0.3836	0.8088	0.8993
0.1458	4.8185	1460	0.7577	0.4348	0.7577	0.8705
0.1458	4.8251	1462	0.7066	0.4324	0.7066	0.8406
0.1458	4.8317	1464	0.7040	0.2286	0.7040	0.8391
0.1458	4.8383	1466	0.7302	0.2895	0.7302	0.8545
0.1458	4.8449	1468	0.7734	0.4324	0.7734	0.8795
0.1458	4.8515	1470	0.8083	0.4324	0.8083	0.8991
0.1458	4.8581	1472	0.8700	0.3596	0.8700	0.9327
0.1458	4.8647	1474	0.9051	0.3478	0.9051	0.9513
0.1458	4.8713	1476	0.8934	0.4138	0.8934	0.9452
0.1458	4.8779	1478	0.8477	0.3846	0.8477	0.9207
0.1458	4.8845	1480	0.7985	0.4	0.7985	0.8936
0.1458	4.8911	1482	0.7704	0.2895	0.7704	0.8777
0.1458	4.8977	1484	0.7659	0.2895	0.7659	0.8752
0.1458	4.9043	1486	0.7794	0.4	0.7794	0.8828
0.1458	4.9109	1488	0.7921	0.4	0.7921	0.8900
0.1458	4.9175	1490	0.8250	0.3846	0.8250	0.9083
0.1458	4.9241	1492	0.8502	0.4156	0.8502	0.9221
0.1458	4.9307	1494	0.8414	0.4156	0.8414	0.9173
0.1458	4.9373	1496	0.8049	0.3836	0.8049	0.8972
0.1458	4.9439	1498	0.7794	0.1972	0.7794	0.8828
0.0971	4.9505	1500	0.7700	0.1972	0.7700	0.8775
0.0971	4.9571	1502	0.7899	0.1972	0.7899	0.8888
0.0971	4.9637	1504	0.8178	0.1972	0.8178	0.9043
0.0971	4.9703	1506	0.8425	0.1972	0.8425	0.9179
0.0971	4.9769	1508	0.8597	0.2895	0.8597	0.9272
0.0971	4.9835	1510	0.8874	0.2759	0.8874	0.9420
0.0971	4.9901	1512	0.9099	0.3736	0.9099	0.9539
0.0971	4.9967	1514	0.9085	0.3333	0.9085	0.9531
0.0971	5.0033	1516	0.8897	0.3596	0.8897	0.9432
0.0971	5.0099	1518	0.8504	0.4000	0.8504	0.9222
0.0971	5.0165	1520	0.8143	0.4	0.8143	0.9024
0.0971	5.0231	1522	0.7933	0.4	0.7933	0.8907
0.0971	5.0297	1524	0.7911	0.3846	0.7911	0.8894
0.0971	5.0363	1526	0.8082	0.4	0.8082	0.8990
0.0971	5.0429	1528	0.8510	0.4324	0.8510	0.9225
0.0971	5.0495	1530	0.8821	0.2597	0.8821	0.9392
0.0971	5.0561	1532	0.8647	0.3836	0.8647	0.9299
0.0971	5.0627	1534	0.8182	0.4	0.8182	0.9046
0.0971	5.0693	1536	0.7741	0.3514	0.7741	0.8798
0.0971	5.0759	1538	0.7569	0.3143	0.7569	0.8700
0.0971	5.0825	1540	0.7618	0.3143	0.7618	0.8728
0.0971	5.0891	1542	0.7635	0.3143	0.7635	0.8738
0.0971	5.0957	1544	0.7707	0.3514	0.7707	0.8779
0.0971	5.1023	1546	0.8042	0.3836	0.8042	0.8968
0.0971	5.1089	1548	0.8396	0.4156	0.8396	0.9163
0.0971	5.1155	1550	0.8853	0.4138	0.8853	0.9409
0.0971	5.1221	1552	0.9294	0.3478	0.9294	0.9640
0.0971	5.1287	1554	0.9204	0.3478	0.9204	0.9594
0.0971	5.1353	1556	0.8636	0.4474	0.8636	0.9293
0.0971	5.1419	1558	0.7975	0.3836	0.7975	0.8931
0.0971	5.1485	1560	0.7523	0.3514	0.7523	0.8673
0.0971	5.1551	1562	0.7475	0.3143	0.7475	0.8646
0.0971	5.1617	1564	0.7597	0.3836	0.7597	0.8716
0.0971	5.1683	1566	0.8035	0.3846	0.8035	0.8964
0.0971	5.1749	1568	0.8608	0.4474	0.8608	0.9278
0.0971	5.1815	1570	0.8677	0.4474	0.8677	0.9315
0.0971	5.1881	1572	0.8334	0.4474	0.8334	0.9129
0.0971	5.1947	1574	0.7814	0.3836	0.7814	0.8840
0.0971	5.2013	1576	0.7407	0.2609	0.7407	0.8606
0.0971	5.2079	1578	0.7331	0.1667	0.7331	0.8562
0.0971	5.2145	1580	0.7395	0.2817	0.7395	0.8600
0.0971	5.2211	1582	0.7530	0.2609	0.7530	0.8678
0.0971	5.2277	1584	0.7813	0.3514	0.7813	0.8839
0.0971	5.2343	1586	0.8061	0.3544	0.8061	0.8978
0.0971	5.2409	1588	0.8550	0.4156	0.8550	0.9247
0.0971	5.2475	1590	0.8773	0.4156	0.8773	0.9367
0.0971	5.2541	1592	0.8630	0.3544	0.8630	0.9290
0.0971	5.2607	1594	0.8302	0.3544	0.8302	0.9112
0.0971	5.2673	1596	0.8122	0.3684	0.8122	0.9012
0.0971	5.2739	1598	0.7920	0.1667	0.7920	0.8899
0.0971	5.2805	1600	0.7796	0.1667	0.7796	0.8830
0.0971	5.2871	1602	0.7700	0.1667	0.7700	0.8775
0.0971	5.2937	1604	0.7658	0.3143	0.7658	0.8751
0.0971	5.3003	1606	0.7748	0.3514	0.7748	0.8802
0.0971	5.3069	1608	0.8242	0.3846	0.8242	0.9079
0.0971	5.3135	1610	0.8642	0.3684	0.8642	0.9296
0.0971	5.3201	1612	0.8541	0.3684	0.8541	0.9242
0.0971	5.3267	1614	0.8201	0.4156	0.8201	0.9056
0.0971	5.3333	1616	0.7803	0.3544	0.7803	0.8833
0.0971	5.3399	1618	0.7518	0.3544	0.7518	0.8671
0.0971	5.3465	1620	0.7488	0.4	0.7488	0.8653
0.0971	5.3531	1622	0.7576	0.2895	0.7576	0.8704
0.0971	5.3597	1624	0.7793	0.2895	0.7793	0.8828
0.0971	5.3663	1626	0.7990	0.4000	0.7990	0.8939
0.0971	5.3729	1628	0.8224	0.4000	0.8224	0.9068
0.0971	5.3795	1630	0.8414	0.4000	0.8414	0.9173
0.0971	5.3861	1632	0.8540	0.3544	0.8540	0.9241
0.0971	5.3927	1634	0.8505	0.3544	0.8505	0.9222
0.0971	5.3993	1636	0.8514	0.3544	0.8514	0.9227
0.0971	5.4059	1638	0.8448	0.4000	0.8448	0.9191
0.0971	5.4125	1640	0.8445	0.4000	0.8445	0.9190
0.0971	5.4191	1642	0.8437	0.4000	0.8437	0.9185
0.0971	5.4257	1644	0.8521	0.3704	0.8521	0.9231
0.0971	5.4323	1646	0.8551	0.4000	0.8551	0.9247
0.0971	5.4389	1648	0.8577	0.4000	0.8577	0.9261
0.0971	5.4455	1650	0.8562	0.4000	0.8562	0.9253
0.0971	5.4521	1652	0.8498	0.4000	0.8498	0.9219
0.0971	5.4587	1654	0.8264	0.3544	0.8264	0.9090
0.0971	5.4653	1656	0.8090	0.3544	0.8090	0.8994
0.0971	5.4719	1658	0.8134	0.3846	0.8134	0.9019
0.0971	5.4785	1660	0.8337	0.3846	0.8337	0.9131
0.0971	5.4851	1662	0.8324	0.3846	0.8324	0.9123
0.0971	5.4917	1664	0.8224	0.3846	0.8224	0.9069
0.0971	5.4983	1666	0.8293	0.3846	0.8293	0.9107
0.0971	5.5050	1668	0.8324	0.3544	0.8324	0.9124
0.0971	5.5116	1670	0.8555	0.3544	0.8555	0.9250
0.0971	5.5182	1672	0.8779	0.3846	0.8779	0.9370
0.0971	5.5248	1674	0.8756	0.3846	0.8756	0.9357
0.0971	5.5314	1676	0.8616	0.3544	0.8616	0.9282
0.0971	5.5380	1678	0.8682	0.3544	0.8682	0.9318
0.0971	5.5446	1680	0.8637	0.3544	0.8637	0.9293
0.0971	5.5512	1682	0.8614	0.3544	0.8614	0.9281
0.0971	5.5578	1684	0.8691	0.3544	0.8691	0.9322
0.0971	5.5644	1686	0.8972	0.3544	0.8972	0.9472
0.0971	5.5710	1688	0.9135	0.3544	0.9135	0.9558
0.0971	5.5776	1690	0.9039	0.3544	0.9039	0.9508
0.0971	5.5842	1692	0.8784	0.3544	0.8784	0.9373
0.0971	5.5908	1694	0.8543	0.3544	0.8543	0.9243
0.0971	5.5974	1696	0.8182	0.3544	0.8182	0.9046
0.0971	5.6040	1698	0.8082	0.3514	0.8082	0.8990
0.0971	5.6106	1700	0.8054	0.3514	0.8054	0.8975
0.0971	5.6172	1702	0.8034	0.3514	0.8034	0.8963
0.0971	5.6238	1704	0.8146	0.3544	0.8146	0.9026
0.0971	5.6304	1706	0.8208	0.3544	0.8208	0.9060
0.0971	5.6370	1708	0.8395	0.3544	0.8395	0.9162
0.0971	5.6436	1710	0.8893	0.3846	0.8893	0.9430
0.0971	5.6502	1712	0.9215	0.4156	0.9215	0.9600
0.0971	5.6568	1714	0.9081	0.3846	0.9081	0.9529
0.0971	5.6634	1716	0.8603	0.3544	0.8603	0.9275
0.0971	5.6700	1718	0.8288	0.3514	0.8288	0.9104
0.0971	5.6766	1720	0.8126	0.3514	0.8126	0.9015
0.0971	5.6832	1722	0.8115	0.3514	0.8115	0.9008
0.0971	5.6898	1724	0.8319	0.3544	0.8319	0.9121
0.0971	5.6964	1726	0.8381	0.3846	0.8381	0.9155
0.0971	5.7030	1728	0.8272	0.3846	0.8272	0.9095
0.0971	5.7096	1730	0.8316	0.3544	0.8316	0.9119
0.0971	5.7162	1732	0.8540	0.4156	0.8540	0.9241
0.0971	5.7228	1734	0.8755	0.4474	0.8755	0.9357
0.0971	5.7294	1736	0.8881	0.3250	0.8881	0.9424
0.0971	5.7360	1738	0.8695	0.4474	0.8695	0.9325
0.0971	5.7426	1740	0.8703	0.4474	0.8703	0.9329
0.0971	5.7492	1742	0.8586	0.3846	0.8586	0.9266
0.0971	5.7558	1744	0.8409	0.3514	0.8409	0.9170
0.0971	5.7624	1746	0.8363	0.3514	0.8363	0.9145
0.0971	5.7690	1748	0.8228	0.3514	0.8228	0.9071
0.0971	5.7756	1750	0.8250	0.3514	0.8250	0.9083
0.0971	5.7822	1752	0.8145	0.2609	0.8145	0.9025
0.0971	5.7888	1754	0.8095	0.2609	0.8095	0.8997
0.0971	5.7954	1756	0.8258	0.3514	0.8258	0.9088
0.0971	5.8020	1758	0.8465	0.3514	0.8465	0.9201
0.0971	5.8086	1760	0.8655	0.3514	0.8655	0.9303
0.0971	5.8152	1762	0.8691	0.3514	0.8691	0.9323
0.0971	5.8218	1764	0.8643	0.3514	0.8643	0.9297
0.0971	5.8284	1766	0.8430	0.3514	0.8430	0.9182
0.0971	5.8350	1768	0.8367	0.3514	0.8367	0.9147
0.0971	5.8416	1770	0.8434	0.3514	0.8434	0.9184
0.0971	5.8482	1772	0.8663	0.3514	0.8663	0.9307
0.0971	5.8548	1774	0.8894	0.3133	0.8894	0.9431
0.0971	5.8614	1776	0.9173	0.3250	0.9173	0.9578
0.0971	5.8680	1778	0.9352	0.3077	0.9353	0.9671
0.0971	5.8746	1780	0.9261	0.3077	0.9261	0.9624
0.0971	5.8812	1782	0.8847	0.3077	0.8847	0.9406
0.0971	5.8878	1784	0.8361	0.3544	0.8361	0.9144
0.0971	5.8944	1786	0.7990	0.3514	0.7990	0.8939
0.0971	5.9010	1788	0.7988	0.2609	0.7988	0.8938
0.0971	5.9076	1790	0.8152	0.2609	0.8152	0.9029
0.0971	5.9142	1792	0.8322	0.2286	0.8322	0.9122
0.0971	5.9208	1794	0.8522	0.2286	0.8522	0.9232
0.0971	5.9274	1796	0.8767	0.3200	0.8767	0.9363
0.0971	5.9340	1798	0.8894	0.3200	0.8894	0.9431
0.0971	5.9406	1800	0.8967	0.3514	0.8967	0.9469
0.0971	5.9472	1802	0.8869	0.3514	0.8869	0.9417
0.0971	5.9538	1804	0.8843	0.3544	0.8843	0.9403
0.0971	5.9604	1806	0.8745	0.3544	0.8745	0.9352
0.0971	5.9670	1808	0.8440	0.3544	0.8440	0.9187
0.0971	5.9736	1810	0.8006	0.3514	0.8006	0.8947
0.0971	5.9802	1812	0.7727	0.3514	0.7727	0.8790
0.0971	5.9868	1814	0.7617	0.2609	0.7617	0.8728
0.0971	5.9934	1816	0.7687	0.2609	0.7687	0.8767
0.0971	6.0	1818	0.7803	0.2609	0.7803	0.8834
0.0971	6.0066	1820	0.7987	0.3514	0.7987	0.8937
0.0971	6.0132	1822	0.8345	0.4156	0.8345	0.9135
0.0971	6.0198	1824	0.8665	0.2963	0.8665	0.9309
0.0971	6.0264	1826	0.9023	0.2143	0.9023	0.9499
0.0971	6.0330	1828	0.8837	0.2785	0.8837	0.9400
0.0971	6.0396	1830	0.8342	0.4	0.8342	0.9133
0.0971	6.0462	1832	0.7855	0.4167	0.7855	0.8863
0.0971	6.0528	1834	0.7616	0.2609	0.7616	0.8727
0.0971	6.0594	1836	0.7543	0.2609	0.7543	0.8685
0.0971	6.0660	1838	0.7474	0.2609	0.7474	0.8645
0.0971	6.0726	1840	0.7582	0.2609	0.7582	0.8708
0.0971	6.0792	1842	0.7809	0.3514	0.7809	0.8837
0.0971	6.0858	1844	0.8163	0.3514	0.8163	0.9035
0.0971	6.0924	1846	0.8416	0.3514	0.8416	0.9174
0.0971	6.0990	1848	0.8436	0.3514	0.8436	0.9185
0.0971	6.1056	1850	0.8322	0.3514	0.8322	0.9122
0.0971	6.1122	1852	0.8216	0.3684	0.8216	0.9064
0.0971	6.1188	1854	0.8045	0.1667	0.8045	0.8969
0.0971	6.1254	1856	0.7927	0.1667	0.7927	0.8903
0.0971	6.1320	1858	0.7960	0.2817	0.7960	0.8922
0.0971	6.1386	1860	0.7924	0.3514	0.7924	0.8902
0.0971	6.1452	1862	0.8035	0.3514	0.8035	0.8964
0.0971	6.1518	1864	0.8346	0.3846	0.8346	0.9136
0.0971	6.1584	1866	0.8588	0.4474	0.8588	0.9267
0.0971	6.1650	1868	0.8514	0.4474	0.8514	0.9227
0.0971	6.1716	1870	0.8148	0.4156	0.8148	0.9027
0.0971	6.1782	1872	0.7751	0.3514	0.7751	0.8804
0.0971	6.1848	1874	0.7584	0.3514	0.7584	0.8709
0.0971	6.1914	1876	0.7622	0.3514	0.7622	0.8730
0.0971	6.1980	1878	0.7792	0.3514	0.7792	0.8827
0.0971	6.2046	1880	0.7991	0.3514	0.7991	0.8939
0.0971	6.2112	1882	0.8118	0.3514	0.8118	0.9010
0.0971	6.2178	1884	0.8130	0.3514	0.8130	0.9017
0.0971	6.2244	1886	0.8139	0.3514	0.8139	0.9022
0.0971	6.2310	1888	0.8228	0.3514	0.8228	0.9071
0.0971	6.2376	1890	0.8366	0.3514	0.8366	0.9146
0.0971	6.2442	1892	0.8375	0.3514	0.8375	0.9152
0.0971	6.2508	1894	0.8307	0.3514	0.8307	0.9114
0.0971	6.2574	1896	0.8182	0.3514	0.8182	0.9045
0.0971	6.2640	1898	0.8219	0.3836	0.8219	0.9066
0.0971	6.2706	1900	0.8302	0.3836	0.8302	0.9112
0.0971	6.2772	1902	0.8344	0.3836	0.8344	0.9135
0.0971	6.2838	1904	0.8228	0.3836	0.8228	0.9071
0.0971	6.2904	1906	0.8123	0.3514	0.8123	0.9013
0.0971	6.2970	1908	0.7996	0.2609	0.7996	0.8942
0.0971	6.3036	1910	0.7795	0.2609	0.7795	0.8829
0.0971	6.3102	1912	0.7669	0.2609	0.7669	0.8757
0.0971	6.3168	1914	0.7597	0.2609	0.7597	0.8716
0.0971	6.3234	1916	0.7707	0.3836	0.7707	0.8779
0.0971	6.3300	1918	0.7979	0.4	0.7979	0.8932
0.0971	6.3366	1920	0.8139	0.3478	0.8139	0.9022
0.0971	6.3432	1922	0.8287	0.3824	0.8287	0.9103
0.0971	6.3498	1924	0.8144	0.3824	0.8144	0.9024
0.0971	6.3564	1926	0.8059	0.3478	0.8059	0.8977
0.0971	6.3630	1928	0.8084	0.3478	0.8084	0.8991
0.0971	6.3696	1930	0.7888	0.4	0.7888	0.8882
0.0971	6.3762	1932	0.7574	0.4167	0.7574	0.8703
0.0971	6.3828	1934	0.7470	0.2941	0.7470	0.8643
0.0971	6.3894	1936	0.7494	0.2609	0.7494	0.8657
0.0971	6.3960	1938	0.7507	0.2609	0.7507	0.8664
0.0971	6.4026	1940	0.7558	0.2609	0.7558	0.8694
0.0971	6.4092	1942	0.7707	0.3514	0.7707	0.8779
0.0971	6.4158	1944	0.7931	0.3514	0.7931	0.8905
0.0971	6.4224	1946	0.8107	0.3514	0.8107	0.9004
0.0971	6.4290	1948	0.8266	0.3836	0.8266	0.9092
0.0971	6.4356	1950	0.8282	0.3836	0.8282	0.9100
0.0971	6.4422	1952	0.8371	0.3836	0.8371	0.9149
0.0971	6.4488	1954	0.8318	0.3836	0.8318	0.9120
0.0971	6.4554	1956	0.8343	0.3836	0.8343	0.9134
0.0971	6.4620	1958	0.8315	0.3836	0.8315	0.9119
0.0971	6.4686	1960	0.8297	0.4	0.8297	0.9109
0.0971	6.4752	1962	0.8212	0.4507	0.8212	0.9062
0.0971	6.4818	1964	0.8098	0.4507	0.8098	0.8999
0.0971	6.4884	1966	0.7918	0.4167	0.7918	0.8898
0.0971	6.4950	1968	0.7914	0.4167	0.7914	0.8896
0.0971	6.5017	1970	0.7967	0.4167	0.7967	0.8926
0.0971	6.5083	1972	0.8027	0.4507	0.8027	0.8959
0.0971	6.5149	1974	0.7892	0.3836	0.7892	0.8884
0.0971	6.5215	1976	0.7817	0.2941	0.7817	0.8842
0.0971	6.5281	1978	0.7848	0.2286	0.7848	0.8859
0.0971	6.5347	1980	0.7936	0.2941	0.7936	0.8908
0.0971	6.5413	1982	0.7964	0.3836	0.7964	0.8924
0.0971	6.5479	1984	0.7936	0.3836	0.7936	0.8908
0.0971	6.5545	1986	0.7870	0.4507	0.7870	0.8872
0.0971	6.5611	1988	0.7723	0.4167	0.7723	0.8788
0.0971	6.5677	1990	0.7588	0.2941	0.7588	0.8711
0.0971	6.5743	1992	0.7487	0.2941	0.7487	0.8653
0.0971	6.5809	1994	0.7469	0.2941	0.7469	0.8642
0.0971	6.5875	1996	0.7583	0.2941	0.7583	0.8708
0.0971	6.5941	1998	0.7821	0.3836	0.7821	0.8843
0.0735	6.6007	2000	0.8030	0.3836	0.8030	0.8961
0.0735	6.6073	2002	0.8114	0.3836	0.8114	0.9008
0.0735	6.6139	2004	0.8126	0.3836	0.8126	0.9014
0.0735	6.6205	2006	0.8023	0.3836	0.8023	0.8957
0.0735	6.6271	2008	0.7909	0.3836	0.7909	0.8893
0.0735	6.6337	2010	0.7863	0.3836	0.7863	0.8867
0.0735	6.6403	2012	0.7849	0.3836	0.7849	0.8859
0.0735	6.6469	2014	0.7743	0.3514	0.7743	0.8799
0.0735	6.6535	2016	0.7687	0.2609	0.7687	0.8767
0.0735	6.6601	2018	0.7702	0.2609	0.7702	0.8776
0.0735	6.6667	2020	0.7800	0.3514	0.7800	0.8832
0.0735	6.6733	2022	0.7994	0.3836	0.7994	0.8941
0.0735	6.6799	2024	0.8238	0.4167	0.8238	0.9076
0.0735	6.6865	2026	0.8451	0.4507	0.8451	0.9193
0.0735	6.6931	2028	0.8444	0.4507	0.8444	0.9189
0.0735	6.6997	2030	0.8214	0.4507	0.8214	0.9063
0.0735	6.7063	2032	0.7863	0.4167	0.7863	0.8868
0.0735	6.7129	2034	0.7585	0.3514	0.7585	0.8709
0.0735	6.7195	2036	0.7503	0.2609	0.7503	0.8662
0.0735	6.7261	2038	0.7521	0.2609	0.7521	0.8672
0.0735	6.7327	2040	0.7594	0.3514	0.7594	0.8714
0.0735	6.7393	2042	0.7763	0.3514	0.7763	0.8811
0.0735	6.7459	2044	0.7974	0.4507	0.7974	0.8930
0.0735	6.7525	2046	0.7987	0.4507	0.7987	0.8937
0.0735	6.7591	2048	0.7805	0.4507	0.7805	0.8834
0.0735	6.7657	2050	0.7566	0.3836	0.7566	0.8699
0.0735	6.7723	2052	0.7426	0.2609	0.7426	0.8617
0.0735	6.7789	2054	0.7374	0.2609	0.7374	0.8587
0.0735	6.7855	2056	0.7336	0.2609	0.7336	0.8565
0.0735	6.7921	2058	0.7359	0.2609	0.7359	0.8578
0.0735	6.7987	2060	0.7415	0.2609	0.7415	0.8611
0.0735	6.8053	2062	0.7385	0.2609	0.7385	0.8594
0.0735	6.8119	2064	0.7358	0.2609	0.7358	0.8578
0.0735	6.8185	2066	0.7265	0.2609	0.7265	0.8524
0.0735	6.8251	2068	0.7223	0.2609	0.7223	0.8499
0.0735	6.8317	2070	0.7211	0.2609	0.7211	0.8492
0.0735	6.8383	2072	0.7259	0.2609	0.7259	0.8520
0.0735	6.8449	2074	0.7384	0.2609	0.7384	0.8593
0.0735	6.8515	2076	0.7499	0.2609	0.7499	0.8660
0.0735	6.8581	2078	0.7592	0.2941	0.7592	0.8713
0.0735	6.8647	2080	0.7690	0.3284	0.7690	0.8769
0.0735	6.8713	2082	0.7700	0.3284	0.7700	0.8775
0.0735	6.8779	2084	0.7677	0.3284	0.7677	0.8762
0.0735	6.8845	2086	0.7776	0.3636	0.7776	0.8818
0.0735	6.8911	2088	0.7805	0.4507	0.7805	0.8834
0.0735	6.8977	2090	0.7924	0.4507	0.7924	0.8901
0.0735	6.9043	2092	0.8075	0.4857	0.8075	0.8986
0.0735	6.9109	2094	0.8035	0.4507	0.8035	0.8964
0.0735	6.9175	2096	0.7891	0.4507	0.7891	0.8883
0.0735	6.9241	2098	0.7807	0.2941	0.7807	0.8836
0.0735	6.9307	2100	0.7692	0.2609	0.7692	0.8770
0.0735	6.9373	2102	0.7636	0.2609	0.7636	0.8738
0.0735	6.9439	2104	0.7655	0.2609	0.7655	0.8749
0.0735	6.9505	2106	0.7705	0.2941	0.7705	0.8778
0.0735	6.9571	2108	0.7704	0.2609	0.7704	0.8778
0.0735	6.9637	2110	0.7737	0.2609	0.7737	0.8796
0.0735	6.9703	2112	0.7832	0.2609	0.7832	0.8850
0.0735	6.9769	2114	0.7820	0.2609	0.7820	0.8843
0.0735	6.9835	2116	0.7868	0.2609	0.7868	0.8870
0.0735	6.9901	2118	0.7927	0.2609	0.7927	0.8903
0.0735	6.9967	2120	0.8013	0.3284	0.8013	0.8951
0.0735	7.0033	2122	0.7995	0.2609	0.7995	0.8942
0.0735	7.0099	2124	0.7929	0.2609	0.7929	0.8905
0.0735	7.0165	2126	0.7833	0.2609	0.7833	0.8850
0.0735	7.0231	2128	0.7730	0.1667	0.7730	0.8792
0.0735	7.0297	2130	0.7671	0.1667	0.7671	0.8758
0.0735	7.0363	2132	0.7629	0.2286	0.7629	0.8735
0.0735	7.0429	2134	0.7722	0.2609	0.7722	0.8788
0.0735	7.0495	2136	0.7909	0.4167	0.7909	0.8893
0.0735	7.0561	2138	0.8016	0.4167	0.8016	0.8953
0.0735	7.0627	2140	0.8013	0.4167	0.8013	0.8952
0.0735	7.0693	2142	0.7853	0.4167	0.7853	0.8861
0.0735	7.0759	2144	0.7644	0.4167	0.7644	0.8743
0.0735	7.0825	2146	0.7504	0.2941	0.7504	0.8663
0.0735	7.0891	2148	0.7501	0.2941	0.7501	0.8661
0.0735	7.0957	2150	0.7504	0.3284	0.7504	0.8663
0.0735	7.1023	2152	0.7553	0.4167	0.7553	0.8691
0.0735	7.1089	2154	0.7723	0.4167	0.7723	0.8788
0.0735	7.1155	2156	0.7959	0.4857	0.7959	0.8921
0.0735	7.1221	2158	0.7968	0.4857	0.7968	0.8926
0.0735	7.1287	2160	0.7771	0.4167	0.7771	0.8816
0.0735	7.1353	2162	0.7650	0.4167	0.7650	0.8746
0.0735	7.1419	2164	0.7676	0.4167	0.7676	0.8761
0.0735	7.1485	2166	0.7804	0.4167	0.7804	0.8834
0.0735	7.1551	2168	0.7973	0.4167	0.7973	0.8929
0.0735	7.1617	2170	0.8181	0.4167	0.8181	0.9045
0.0735	7.1683	2172	0.8330	0.4857	0.8330	0.9127
0.0735	7.1749	2174	0.8270	0.4857	0.8270	0.9094
0.0735	7.1815	2176	0.8065	0.4857	0.8065	0.8980
0.0735	7.1881	2178	0.7772	0.4167	0.7772	0.8816
0.0735	7.1947	2180	0.7543	0.3284	0.7543	0.8685
0.0735	7.2013	2182	0.7481	0.3284	0.7481	0.8649
0.0735	7.2079	2184	0.7456	0.3284	0.7456	0.8635
0.0735	7.2145	2186	0.7434	0.3284	0.7434	0.8622
0.0735	7.2211	2188	0.7510	0.3284	0.7510	0.8666
0.0735	7.2277	2190	0.7640	0.3636	0.7640	0.8741
0.0735	7.2343	2192	0.7785	0.4857	0.7785	0.8823
0.0735	7.2409	2194	0.7996	0.4857	0.7996	0.8942
0.0735	7.2475	2196	0.8136	0.4857	0.8136	0.9020
0.0735	7.2541	2198	0.8049	0.4857	0.8049	0.8972
0.0735	7.2607	2200	0.7982	0.4507	0.7982	0.8934
0.0735	7.2673	2202	0.7799	0.4507	0.7799	0.8831
0.0735	7.2739	2204	0.7704	0.3284	0.7704	0.8777
0.0735	7.2805	2206	0.7761	0.3836	0.7761	0.8809
0.0735	7.2871	2208	0.7827	0.3836	0.7827	0.8847
0.0735	7.2937	2210	0.7856	0.3514	0.7856	0.8864
0.0735	7.3003	2212	0.7908	0.3514	0.7908	0.8893
0.0735	7.3069	2214	0.7903	0.3514	0.7903	0.8890
0.0735	7.3135	2216	0.7809	0.3514	0.7809	0.8837
0.0735	7.3201	2218	0.7822	0.3836	0.7822	0.8844
0.0735	7.3267	2220	0.7840	0.4167	0.7840	0.8855
0.0735	7.3333	2222	0.7840	0.4167	0.7840	0.8855
0.0735	7.3399	2224	0.7884	0.4507	0.7884	0.8879
0.0735	7.3465	2226	0.7916	0.4507	0.7916	0.8897
0.0735	7.3531	2228	0.8072	0.4507	0.8072	0.8984
0.0735	7.3597	2230	0.8160	0.4857	0.8160	0.9033
0.0735	7.3663	2232	0.8409	0.4857	0.8409	0.9170
0.0735	7.3729	2234	0.8575	0.4	0.8575	0.9260
0.0735	7.3795	2236	0.8644	0.4	0.8644	0.9297
0.0735	7.3861	2238	0.8530	0.4	0.8531	0.9236
0.0735	7.3927	2240	0.8348	0.4857	0.8348	0.9137
0.0735	7.3993	2242	0.8015	0.4167	0.8015	0.8953
0.0735	7.4059	2244	0.7753	0.3836	0.7753	0.8805
0.0735	7.4125	2246	0.7627	0.24	0.7627	0.8733
0.0735	7.4191	2248	0.7587	0.24	0.7587	0.8710
0.0735	7.4257	2250	0.7595	0.1429	0.7595	0.8715
0.0735	7.4323	2252	0.7614	0.3143	0.7614	0.8726
0.0735	7.4389	2254	0.7551	0.1972	0.7551	0.8690
0.0735	7.4455	2256	0.7506	0.3143	0.7506	0.8664
0.0735	7.4521	2258	0.7578	0.2609	0.7578	0.8705
0.0735	7.4587	2260	0.7609	0.3514	0.7609	0.8723
0.0735	7.4653	2262	0.7729	0.3836	0.7729	0.8792
0.0735	7.4719	2264	0.7804	0.4167	0.7804	0.8834
0.0735	7.4785	2266	0.7874	0.4507	0.7874	0.8873
0.0735	7.4851	2268	0.7921	0.4857	0.7921	0.8900
0.0735	7.4917	2270	0.7935	0.4857	0.7935	0.8908
0.0735	7.4983	2272	0.7921	0.4857	0.7921	0.8900
0.0735	7.5050	2274	0.7838	0.4857	0.7838	0.8853
0.0735	7.5116	2276	0.7755	0.4857	0.7755	0.8806
0.0735	7.5182	2278	0.7607	0.4167	0.7607	0.8722
0.0735	7.5248	2280	0.7458	0.2941	0.7458	0.8636
0.0735	7.5314	2282	0.7461	0.3478	0.7461	0.8638
0.0735	7.5380	2284	0.7583	0.3478	0.7583	0.8708
0.0735	7.5446	2286	0.7689	0.3836	0.7689	0.8769
0.0735	7.5512	2288	0.7814	0.3836	0.7814	0.8840
0.0735	7.5578	2290	0.7889	0.3836	0.7889	0.8882
0.0735	7.5644	2292	0.7897	0.3836	0.7897	0.8887
0.0735	7.5710	2294	0.7838	0.3836	0.7838	0.8853
0.0735	7.5776	2296	0.7760	0.3836	0.7760	0.8809
0.0735	7.5842	2298	0.7727	0.3836	0.7727	0.8790
0.0735	7.5908	2300	0.7818	0.4857	0.7818	0.8842
0.0735	7.5974	2302	0.7957	0.4348	0.7957	0.8920
0.0735	7.6040	2304	0.7923	0.4348	0.7923	0.8901
0.0735	7.6106	2306	0.7761	0.4857	0.7761	0.8810
0.0735	7.6172	2308	0.7547	0.2941	0.7547	0.8687
0.0735	7.6238	2310	0.7451	0.2941	0.7451	0.8632
0.0735	7.6304	2312	0.7446	0.2941	0.7446	0.8629
0.0735	7.6370	2314	0.7452	0.2941	0.7452	0.8632
0.0735	7.6436	2316	0.7493	0.2941	0.7493	0.8656
0.0735	7.6502	2318	0.7619	0.2941	0.7619	0.8728
0.0735	7.6568	2320	0.7718	0.2941	0.7718	0.8785
0.0735	7.6634	2322	0.7880	0.3836	0.7880	0.8877
0.0735	7.6700	2324	0.7933	0.3836	0.7933	0.8907
0.0735	7.6766	2326	0.7878	0.2941	0.7878	0.8876
0.0735	7.6832	2328	0.7905	0.2941	0.7905	0.8891
0.0735	7.6898	2330	0.7924	0.2941	0.7924	0.8902
0.0735	7.6964	2332	0.7962	0.3836	0.7962	0.8923
0.0735	7.7030	2334	0.7957	0.3836	0.7957	0.8920
0.0735	7.7096	2336	0.7980	0.3836	0.7980	0.8933
0.0735	7.7162	2338	0.7952	0.3836	0.7952	0.8918
0.0735	7.7228	2340	0.7882	0.3836	0.7882	0.8878
0.0735	7.7294	2342	0.7887	0.3836	0.7887	0.8881
0.0735	7.7360	2344	0.7940	0.3836	0.7940	0.8911
0.0735	7.7426	2346	0.7883	0.3836	0.7883	0.8879
0.0735	7.7492	2348	0.7863	0.3836	0.7863	0.8867
0.0735	7.7558	2350	0.7846	0.3836	0.7846	0.8858
0.0735	7.7624	2352	0.7838	0.3836	0.7838	0.8853
0.0735	7.7690	2354	0.7908	0.3836	0.7908	0.8893
0.0735	7.7756	2356	0.7979	0.3836	0.7979	0.8932
0.0735	7.7822	2358	0.8091	0.4857	0.8091	0.8995
0.0735	7.7888	2360	0.8145	0.4857	0.8145	0.9025
0.0735	7.7954	2362	0.8088	0.4167	0.8088	0.8994
0.0735	7.8020	2364	0.7925	0.3836	0.7925	0.8902
0.0735	7.8086	2366	0.7797	0.3514	0.7797	0.8830
0.0735	7.8152	2368	0.7705	0.3514	0.7705	0.8778
0.0735	7.8218	2370	0.7656	0.3514	0.7656	0.8750
0.0735	7.8284	2372	0.7693	0.3514	0.7693	0.8771
0.0735	7.8350	2374	0.7781	0.3836	0.7781	0.8821
0.0735	7.8416	2376	0.7843	0.3836	0.7843	0.8856
0.0735	7.8482	2378	0.7827	0.4167	0.7827	0.8847
0.0735	7.8548	2380	0.7798	0.4167	0.7798	0.8831
0.0735	7.8614	2382	0.7774	0.4167	0.7774	0.8817
0.0735	7.8680	2384	0.7792	0.4167	0.7792	0.8827
0.0735	7.8746	2386	0.7736	0.4167	0.7736	0.8795
0.0735	7.8812	2388	0.7680	0.4167	0.7680	0.8764
0.0735	7.8878	2390	0.7648	0.4167	0.7648	0.8746
0.0735	7.8944	2392	0.7653	0.4167	0.7653	0.8748
0.0735	7.9010	2394	0.7716	0.4167	0.7716	0.8784
0.0735	7.9076	2396	0.7777	0.4167	0.7777	0.8819
0.0735	7.9142	2398	0.7874	0.4857	0.7874	0.8873
0.0735	7.9208	2400	0.7970	0.4857	0.7970	0.8927
0.0735	7.9274	2402	0.7994	0.4857	0.7994	0.8941
0.0735	7.9340	2404	0.7844	0.4857	0.7844	0.8857
0.0735	7.9406	2406	0.7651	0.4857	0.7651	0.8747
0.0735	7.9472	2408	0.7488	0.4857	0.7488	0.8653
0.0735	7.9538	2410	0.7392	0.4507	0.7392	0.8598
0.0735	7.9604	2412	0.7335	0.3636	0.7335	0.8565
0.0735	7.9670	2414	0.7326	0.3636	0.7326	0.8559
0.0735	7.9736	2416	0.7347	0.3636	0.7347	0.8571
0.0735	7.9802	2418	0.7386	0.4507	0.7386	0.8594
0.0735	7.9868	2420	0.7464	0.4507	0.7464	0.8639
0.0735	7.9934	2422	0.7499	0.4167	0.7499	0.8660
0.0735	8.0	2424	0.7513	0.3836	0.7513	0.8668
0.0735	8.0066	2426	0.7570	0.3836	0.7570	0.8701
0.0735	8.0132	2428	0.7623	0.4167	0.7623	0.8731
0.0735	8.0198	2430	0.7770	0.4507	0.7770	0.8815
0.0735	8.0264	2432	0.7954	0.4857	0.7954	0.8919
0.0735	8.0330	2434	0.8044	0.4857	0.8044	0.8969
0.0735	8.0396	2436	0.8014	0.4857	0.8014	0.8952
0.0735	8.0462	2438	0.7860	0.4167	0.7860	0.8866
0.0735	8.0528	2440	0.7738	0.3836	0.7738	0.8797
0.0735	8.0594	2442	0.7658	0.3514	0.7658	0.8751
0.0735	8.0660	2444	0.7675	0.4	0.7675	0.8761
0.0735	8.0726	2446	0.7706	0.4	0.7706	0.8779
0.0735	8.0792	2448	0.7783	0.4	0.7783	0.8822
0.0735	8.0858	2450	0.7876	0.4	0.7876	0.8875
0.0735	8.0924	2452	0.7936	0.4	0.7936	0.8909
0.0735	8.0990	2454	0.7986	0.3514	0.7986	0.8937
0.0735	8.1056	2456	0.7944	0.3514	0.7944	0.8913
0.0735	8.1122	2458	0.7844	0.3514	0.7844	0.8856
0.0735	8.1188	2460	0.7721	0.3514	0.7721	0.8787
0.0735	8.1254	2462	0.7628	0.3514	0.7628	0.8734
0.0735	8.1320	2464	0.7565	0.3514	0.7565	0.8698
0.0735	8.1386	2466	0.7573	0.3836	0.7573	0.8702
0.0735	8.1452	2468	0.7561	0.3836	0.7561	0.8695
0.0735	8.1518	2470	0.7604	0.3836	0.7604	0.8720
0.0735	8.1584	2472	0.7625	0.4167	0.7625	0.8732
0.0735	8.1650	2474	0.7610	0.4167	0.7610	0.8724
0.0735	8.1716	2476	0.7560	0.4167	0.7560	0.8695
0.0735	8.1782	2478	0.7552	0.4167	0.7552	0.8690
0.0735	8.1848	2480	0.7566	0.3836	0.7566	0.8698
0.0735	8.1914	2482	0.7668	0.4167	0.7668	0.8757
0.0735	8.1980	2484	0.7805	0.4857	0.7805	0.8835
0.0735	8.2046	2486	0.7889	0.4857	0.7889	0.8882
0.0735	8.2112	2488	0.7855	0.4857	0.7855	0.8863
0.0735	8.2178	2490	0.7738	0.4167	0.7738	0.8797
0.0735	8.2244	2492	0.7616	0.3836	0.7616	0.8727
0.0735	8.2310	2494	0.7544	0.3836	0.7544	0.8685
0.0735	8.2376	2496	0.7561	0.3836	0.7561	0.8695
0.0735	8.2442	2498	0.7660	0.3836	0.7660	0.8752
0.0563	8.2508	2500	0.7796	0.3836	0.7796	0.8830
0.0563	8.2574	2502	0.7981	0.4857	0.7981	0.8934
0.0563	8.2640	2504	0.8095	0.4	0.8095	0.8997
0.0563	8.2706	2506	0.8103	0.4	0.8103	0.9002
0.0563	8.2772	2508	0.8042	0.4	0.8042	0.8968
0.0563	8.2838	2510	0.7932	0.4857	0.7932	0.8906
0.0563	8.2904	2512	0.7817	0.4167	0.7817	0.8842
0.0563	8.2970	2514	0.7661	0.3836	0.7661	0.8753
0.0563	8.3036	2516	0.7547	0.3514	0.7547	0.8687
0.0563	8.3102	2518	0.7508	0.3143	0.7508	0.8665
0.0563	8.3168	2520	0.7472	0.3143	0.7472	0.8644
0.0563	8.3234	2522	0.7473	0.3143	0.7473	0.8645
0.0563	8.3300	2524	0.7522	0.3143	0.7522	0.8673
0.0563	8.3366	2526	0.7561	0.2609	0.7561	0.8696
0.0563	8.3432	2528	0.7668	0.3836	0.7668	0.8757
0.0563	8.3498	2530	0.7813	0.3836	0.7813	0.8839
0.0563	8.3564	2532	0.7935	0.3836	0.7935	0.8908
0.0563	8.3630	2534	0.8009	0.3836	0.8009	0.8949
0.0563	8.3696	2536	0.8058	0.3377	0.8058	0.8977
0.0563	8.3762	2538	0.8072	0.3377	0.8072	0.8985
0.0563	8.3828	2540	0.8105	0.3377	0.8105	0.9003
0.0563	8.3894	2542	0.8117	0.3377	0.8117	0.9009
0.0563	8.3960	2544	0.8040	0.3836	0.8040	0.8967
0.0563	8.4026	2546	0.7965	0.3836	0.7965	0.8925
0.0563	8.4092	2548	0.7941	0.3836	0.7941	0.8911
0.0563	8.4158	2550	0.7876	0.3514	0.7876	0.8875
0.0563	8.4224	2552	0.7834	0.3514	0.7834	0.8851
0.0563	8.4290	2554	0.7784	0.3143	0.7784	0.8823
0.0563	8.4356	2556	0.7783	0.3143	0.7783	0.8822
0.0563	8.4422	2558	0.7763	0.3143	0.7763	0.8811
0.0563	8.4488	2560	0.7787	0.3514	0.7787	0.8824
0.0563	8.4554	2562	0.7850	0.3514	0.7850	0.8860
0.0563	8.4620	2564	0.7831	0.3836	0.7831	0.8850
0.0563	8.4686	2566	0.7790	0.3836	0.7790	0.8826
0.0563	8.4752	2568	0.7783	0.4167	0.7783	0.8822
0.0563	8.4818	2570	0.7841	0.4857	0.7841	0.8855
0.0563	8.4884	2572	0.7924	0.4	0.7924	0.8902
0.0563	8.4950	2574	0.8010	0.4	0.8010	0.8950
0.0563	8.5017	2576	0.8097	0.4	0.8097	0.8998
0.0563	8.5083	2578	0.8090	0.4	0.8090	0.8994
0.0563	8.5149	2580	0.8068	0.4	0.8068	0.8982
0.0563	8.5215	2582	0.8000	0.3684	0.8000	0.8944
0.0563	8.5281	2584	0.7938	0.3377	0.7938	0.8909
0.0563	8.5347	2586	0.7826	0.3836	0.7826	0.8847
0.0563	8.5413	2588	0.7750	0.2609	0.7750	0.8803
0.0563	8.5479	2590	0.7742	0.2609	0.7742	0.8799
0.0563	8.5545	2592	0.7796	0.2609	0.7796	0.8829
0.0563	8.5611	2594	0.7849	0.3514	0.7849	0.8859
0.0563	8.5677	2596	0.7916	0.3836	0.7916	0.8897
0.0563	8.5743	2598	0.7989	0.4167	0.7989	0.8938
0.0563	8.5809	2600	0.8002	0.4857	0.8002	0.8946
0.0563	8.5875	2602	0.8061	0.4857	0.8061	0.8978
0.0563	8.5941	2604	0.8119	0.4000	0.8119	0.9011
0.0563	8.6007	2606	0.8125	0.4000	0.8125	0.9014
0.0563	8.6073	2608	0.8044	0.4857	0.8044	0.8969
0.0563	8.6139	2610	0.7901	0.4857	0.7901	0.8889
0.0563	8.6205	2612	0.7812	0.4507	0.7812	0.8838
0.0563	8.6271	2614	0.7690	0.4167	0.7690	0.8769
0.0563	8.6337	2616	0.7650	0.3836	0.7650	0.8746
0.0563	8.6403	2618	0.7677	0.3514	0.7677	0.8762
0.0563	8.6469	2620	0.7749	0.3514	0.7749	0.8803
0.0563	8.6535	2622	0.7795	0.3514	0.7795	0.8829
0.0563	8.6601	2624	0.7883	0.3514	0.7883	0.8878
0.0563	8.6667	2626	0.7937	0.3836	0.7937	0.8909
0.0563	8.6733	2628	0.7966	0.3836	0.7966	0.8925
0.0563	8.6799	2630	0.7926	0.3514	0.7926	0.8903
0.0563	8.6865	2632	0.7860	0.3514	0.7860	0.8866
0.0563	8.6931	2634	0.7814	0.3514	0.7814	0.8840
0.0563	8.6997	2636	0.7792	0.2609	0.7792	0.8827
0.0563	8.7063	2638	0.7802	0.2609	0.7802	0.8833
0.0563	8.7129	2640	0.7786	0.2609	0.7786	0.8824
0.0563	8.7195	2642	0.7795	0.2609	0.7795	0.8829
0.0563	8.7261	2644	0.7845	0.2609	0.7845	0.8857
0.0563	8.7327	2646	0.7914	0.2609	0.7914	0.8896
0.0563	8.7393	2648	0.8013	0.3514	0.8013	0.8952
0.0563	8.7459	2650	0.8139	0.3836	0.8139	0.9022
0.0563	8.7525	2652	0.8223	0.4167	0.8223	0.9068
0.0563	8.7591	2654	0.8255	0.4167	0.8255	0.9085
0.0563	8.7657	2656	0.8236	0.4507	0.8236	0.9075
0.0563	8.7723	2658	0.8211	0.4507	0.8211	0.9062
0.0563	8.7789	2660	0.8135	0.4507	0.8135	0.9019
0.0563	8.7855	2662	0.8037	0.3836	0.8037	0.8965
0.0563	8.7921	2664	0.7948	0.3836	0.7948	0.8915
0.0563	8.7987	2666	0.7903	0.3836	0.7903	0.8890
0.0563	8.8053	2668	0.7887	0.3836	0.7887	0.8881
0.0563	8.8119	2670	0.7873	0.3836	0.7873	0.8873
0.0563	8.8185	2672	0.7889	0.3836	0.7889	0.8882
0.0563	8.8251	2674	0.7957	0.4507	0.7957	0.8920
0.0563	8.8317	2676	0.7987	0.4857	0.7987	0.8937
0.0563	8.8383	2678	0.7970	0.4857	0.7970	0.8927
0.0563	8.8449	2680	0.7926	0.4857	0.7926	0.8903
0.0563	8.8515	2682	0.7923	0.4857	0.7923	0.8901
0.0563	8.8581	2684	0.7945	0.4857	0.7945	0.8914
0.0563	8.8647	2686	0.7952	0.4857	0.7952	0.8917
0.0563	8.8713	2688	0.8024	0.4857	0.8024	0.8958
0.0563	8.8779	2690	0.8096	0.4	0.8096	0.8998
0.0563	8.8845	2692	0.8157	0.4	0.8157	0.9032
0.0563	8.8911	2694	0.8141	0.4	0.8141	0.9023
0.0563	8.8977	2696	0.8109	0.4	0.8109	0.9005
0.0563	8.9043	2698	0.8088	0.4	0.8088	0.8993
0.0563	8.9109	2700	0.8077	0.4	0.8077	0.8987
0.0563	8.9175	2702	0.8026	0.4	0.8026	0.8959
0.0563	8.9241	2704	0.7982	0.4	0.7982	0.8934
0.0563	8.9307	2706	0.7944	0.4857	0.7944	0.8913
0.0563	8.9373	2708	0.7913	0.4857	0.7913	0.8896
0.0563	8.9439	2710	0.7895	0.4857	0.7895	0.8885
0.0563	8.9505	2712	0.7933	0.4857	0.7933	0.8907
0.0563	8.9571	2714	0.7946	0.4857	0.7946	0.8914
0.0563	8.9637	2716	0.7941	0.4857	0.7941	0.8911
0.0563	8.9703	2718	0.7918	0.4857	0.7918	0.8898
0.0563	8.9769	2720	0.7888	0.4857	0.7888	0.8881
0.0563	8.9835	2722	0.7855	0.4857	0.7855	0.8863
0.0563	8.9901	2724	0.7782	0.4857	0.7782	0.8822
0.0563	8.9967	2726	0.7709	0.4507	0.7709	0.8780
0.0563	9.0033	2728	0.7648	0.4507	0.7648	0.8745
0.0563	9.0099	2730	0.7614	0.4507	0.7614	0.8726
0.0563	9.0165	2732	0.7627	0.4507	0.7627	0.8733
0.0563	9.0231	2734	0.7631	0.4857	0.7631	0.8735
0.0563	9.0297	2736	0.7655	0.4857	0.7655	0.8749
0.0563	9.0363	2738	0.7662	0.4857	0.7662	0.8753
0.0563	9.0429	2740	0.7661	0.4857	0.7661	0.8753
0.0563	9.0495	2742	0.7663	0.4857	0.7663	0.8754
0.0563	9.0561	2744	0.7654	0.4507	0.7654	0.8749
0.0563	9.0627	2746	0.7651	0.4507	0.7651	0.8747
0.0563	9.0693	2748	0.7634	0.4507	0.7634	0.8737
0.0563	9.0759	2750	0.7593	0.2941	0.7593	0.8714
0.0563	9.0825	2752	0.7572	0.2941	0.7572	0.8702
0.0563	9.0891	2754	0.7602	0.2609	0.7602	0.8719
0.0563	9.0957	2756	0.7642	0.2609	0.7642	0.8742
0.0563	9.1023	2758	0.7698	0.3836	0.7698	0.8774
0.0563	9.1089	2760	0.7777	0.3836	0.7777	0.8819
0.0563	9.1155	2762	0.7874	0.3836	0.7874	0.8874
0.0563	9.1221	2764	0.7951	0.4167	0.7951	0.8917
0.0563	9.1287	2766	0.8010	0.4167	0.8010	0.8950
0.0563	9.1353	2768	0.8050	0.4167	0.8050	0.8972
0.0563	9.1419	2770	0.8054	0.4167	0.8054	0.8974
0.0563	9.1485	2772	0.8058	0.4167	0.8058	0.8977
0.0563	9.1551	2774	0.8094	0.4507	0.8094	0.8997
0.0563	9.1617	2776	0.8103	0.4507	0.8103	0.9002
0.0563	9.1683	2778	0.8071	0.4507	0.8071	0.8984
0.0563	9.1749	2780	0.8058	0.4507	0.8058	0.8976
0.0563	9.1815	2782	0.8028	0.3836	0.8028	0.8960
0.0563	9.1881	2784	0.7990	0.3836	0.7990	0.8939
0.0563	9.1947	2786	0.7940	0.3836	0.7940	0.8910
0.0563	9.2013	2788	0.7907	0.3836	0.7907	0.8892
0.0563	9.2079	2790	0.7899	0.3836	0.7899	0.8888
0.0563	9.2145	2792	0.7886	0.3836	0.7886	0.8880
0.0563	9.2211	2794	0.7854	0.3836	0.7854	0.8862
0.0563	9.2277	2796	0.7824	0.3836	0.7824	0.8845
0.0563	9.2343	2798	0.7796	0.3836	0.7796	0.8830
0.0563	9.2409	2800	0.7785	0.3836	0.7785	0.8823
0.0563	9.2475	2802	0.7786	0.3836	0.7786	0.8824
0.0563	9.2541	2804	0.7788	0.3836	0.7788	0.8825
0.0563	9.2607	2806	0.7808	0.3836	0.7808	0.8836
0.0563	9.2673	2808	0.7840	0.3836	0.7840	0.8854
0.0563	9.2739	2810	0.7841	0.3836	0.7841	0.8855
0.0563	9.2805	2812	0.7834	0.3836	0.7834	0.8851
0.0563	9.2871	2814	0.7817	0.3836	0.7817	0.8841
0.0563	9.2937	2816	0.7804	0.3836	0.7804	0.8834
0.0563	9.3003	2818	0.7776	0.3836	0.7776	0.8818
0.0563	9.3069	2820	0.7751	0.3836	0.7751	0.8804
0.0563	9.3135	2822	0.7739	0.3836	0.7739	0.8797
0.0563	9.3201	2824	0.7747	0.3836	0.7747	0.8802
0.0563	9.3267	2826	0.7734	0.3836	0.7734	0.8794
0.0563	9.3333	2828	0.7731	0.3836	0.7731	0.8793
0.0563	9.3399	2830	0.7737	0.3836	0.7737	0.8796
0.0563	9.3465	2832	0.7759	0.3836	0.7759	0.8809
0.0563	9.3531	2834	0.7787	0.3836	0.7787	0.8824
0.0563	9.3597	2836	0.7833	0.3836	0.7833	0.8851
0.0563	9.3663	2838	0.7854	0.3836	0.7854	0.8862
0.0563	9.3729	2840	0.7866	0.3836	0.7866	0.8869
0.0563	9.3795	2842	0.7895	0.3836	0.7895	0.8885
0.0563	9.3861	2844	0.7895	0.3836	0.7895	0.8885
0.0563	9.3927	2846	0.7873	0.3836	0.7873	0.8873
0.0563	9.3993	2848	0.7843	0.3836	0.7843	0.8856
0.0563	9.4059	2850	0.7832	0.3836	0.7832	0.8850
0.0563	9.4125	2852	0.7836	0.3836	0.7836	0.8852
0.0563	9.4191	2854	0.7830	0.3836	0.7830	0.8849
0.0563	9.4257	2856	0.7835	0.3836	0.7835	0.8852
0.0563	9.4323	2858	0.7857	0.3836	0.7857	0.8864
0.0563	9.4389	2860	0.7893	0.3836	0.7893	0.8884
0.0563	9.4455	2862	0.7928	0.3836	0.7928	0.8904
0.0563	9.4521	2864	0.7963	0.3836	0.7963	0.8923
0.0563	9.4587	2866	0.7980	0.3836	0.7980	0.8933
0.0563	9.4653	2868	0.8007	0.3836	0.8007	0.8948
0.0563	9.4719	2870	0.8044	0.3836	0.8044	0.8969
0.0563	9.4785	2872	0.8058	0.3836	0.8058	0.8977
0.0563	9.4851	2874	0.8047	0.3836	0.8047	0.8970
0.0563	9.4917	2876	0.8027	0.3836	0.8027	0.8959
0.0563	9.4983	2878	0.7984	0.3836	0.7984	0.8935
0.0563	9.5050	2880	0.7946	0.3836	0.7946	0.8914
0.0563	9.5116	2882	0.7917	0.3836	0.7917	0.8898
0.0563	9.5182	2884	0.7880	0.3514	0.7880	0.8877
0.0563	9.5248	2886	0.7859	0.3514	0.7859	0.8865
0.0563	9.5314	2888	0.7842	0.3514	0.7842	0.8855
0.0563	9.5380	2890	0.7814	0.3514	0.7814	0.8840
0.0563	9.5446	2892	0.7797	0.3514	0.7797	0.8830
0.0563	9.5512	2894	0.7801	0.3514	0.7801	0.8832
0.0563	9.5578	2896	0.7820	0.3514	0.7820	0.8843
0.0563	9.5644	2898	0.7849	0.3836	0.7849	0.8860
0.0563	9.5710	2900	0.7874	0.3836	0.7874	0.8874
0.0563	9.5776	2902	0.7895	0.3836	0.7895	0.8885
0.0563	9.5842	2904	0.7908	0.3836	0.7908	0.8893
0.0563	9.5908	2906	0.7914	0.3836	0.7914	0.8896
0.0563	9.5974	2908	0.7915	0.3836	0.7915	0.8897
0.0563	9.6040	2910	0.7908	0.3836	0.7908	0.8893
0.0563	9.6106	2912	0.7906	0.3836	0.7906	0.8891
0.0563	9.6172	2914	0.7894	0.3836	0.7894	0.8885
0.0563	9.6238	2916	0.7896	0.3836	0.7896	0.8886
0.0563	9.6304	2918	0.7906	0.3836	0.7906	0.8891
0.0563	9.6370	2920	0.7908	0.3836	0.7908	0.8893
0.0563	9.6436	2922	0.7913	0.3836	0.7913	0.8896
0.0563	9.6502	2924	0.7921	0.3836	0.7921	0.8900
0.0563	9.6568	2926	0.7927	0.3836	0.7927	0.8904
0.0563	9.6634	2928	0.7940	0.3836	0.7940	0.8911
0.0563	9.6700	2930	0.7954	0.3836	0.7954	0.8918
0.0563	9.6766	2932	0.7970	0.3836	0.7970	0.8928
0.0563	9.6832	2934	0.7965	0.3836	0.7965	0.8925
0.0563	9.6898	2936	0.7953	0.3836	0.7953	0.8918
0.0563	9.6964	2938	0.7937	0.3836	0.7937	0.8909
0.0563	9.7030	2940	0.7914	0.3836	0.7914	0.8896
0.0563	9.7096	2942	0.7887	0.3836	0.7887	0.8881
0.0563	9.7162	2944	0.7856	0.3836	0.7856	0.8863
0.0563	9.7228	2946	0.7840	0.3836	0.7840	0.8854
0.0563	9.7294	2948	0.7839	0.3836	0.7839	0.8854
0.0563	9.7360	2950	0.7849	0.3836	0.7849	0.8860
0.0563	9.7426	2952	0.7859	0.3836	0.7859	0.8865
0.0563	9.7492	2954	0.7867	0.3836	0.7867	0.8870
0.0563	9.7558	2956	0.7874	0.3836	0.7874	0.8873
0.0563	9.7624	2958	0.7880	0.3836	0.7880	0.8877
0.0563	9.7690	2960	0.7883	0.3836	0.7883	0.8879
0.0563	9.7756	2962	0.7879	0.3836	0.7879	0.8876
0.0563	9.7822	2964	0.7886	0.3836	0.7886	0.8880
0.0563	9.7888	2966	0.7888	0.3836	0.7888	0.8881
0.0563	9.7954	2968	0.7884	0.3836	0.7884	0.8879
0.0563	9.8020	2970	0.7879	0.3836	0.7879	0.8876
0.0563	9.8086	2972	0.7881	0.3836	0.7881	0.8877
0.0563	9.8152	2974	0.7879	0.3836	0.7879	0.8876
0.0563	9.8218	2976	0.7875	0.3836	0.7875	0.8874
0.0563	9.8284	2978	0.7876	0.3836	0.7876	0.8875
0.0563	9.8350	2980	0.7880	0.3836	0.7880	0.8877
0.0563	9.8416	2982	0.7885	0.3836	0.7885	0.8880
0.0563	9.8482	2984	0.7893	0.3836	0.7893	0.8884
0.0563	9.8548	2986	0.7903	0.3836	0.7903	0.8890
0.0563	9.8614	2988	0.7908	0.3836	0.7908	0.8893
0.0563	9.8680	2990	0.7909	0.3836	0.7909	0.8893
0.0563	9.8746	2992	0.7914	0.3836	0.7914	0.8896
0.0563	9.8812	2994	0.7915	0.3836	0.7915	0.8897
0.0563	9.8878	2996	0.7913	0.3836	0.7913	0.8896
0.0563	9.8944	2998	0.7913	0.3836	0.7913	0.8896
0.0501	9.9010	3000	0.7912	0.3836	0.7912	0.8895
0.0501	9.9076	3002	0.7911	0.3836	0.7911	0.8894
0.0501	9.9142	3004	0.7911	0.3836	0.7911	0.8894
0.0501	9.9208	3006	0.7913	0.3836	0.7913	0.8896
0.0501	9.9274	3008	0.7917	0.3836	0.7917	0.8898
0.0501	9.9340	3010	0.7918	0.3836	0.7918	0.8899
0.0501	9.9406	3012	0.7922	0.3836	0.7922	0.8900
0.0501	9.9472	3014	0.7924	0.3836	0.7924	0.8902
0.0501	9.9538	3016	0.7926	0.3836	0.7926	0.8903
0.0501	9.9604	3018	0.7927	0.3836	0.7927	0.8903
0.0501	9.9670	3020	0.7927	0.3836	0.7927	0.8903
0.0501	9.9736	3022	0.7927	0.3836	0.7927	0.8903
0.0501	9.9802	3024	0.7927	0.3836	0.7927	0.8903
0.0501	9.9868	3026	0.7927	0.3836	0.7927	0.8904
0.0501	9.9934	3028	0.7928	0.3836	0.7928	0.8904
0.0501	10.0	3030	0.7928	0.3836	0.7928	0.8904

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1