Arabic_FineTuningAraBERT_AugV4-trial2_k15_task1_organization_fold0

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: 0.9845
• Qwk: 0.7511
• Mse: 0.9845
• Rmse: 0.9922

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	0.0068	2	4.5064	0.0120	4.5064	2.1228
No log	0.0135	4	2.6052	0.0968	2.6052	1.6141
No log	0.0203	6	1.5883	0.1978	1.5883	1.2603
No log	0.0270	8	1.4658	0.0742	1.4658	1.2107
No log	0.0338	10	1.5652	0.1704	1.5652	1.2511
No log	0.0405	12	1.7330	0.1621	1.7330	1.3164
No log	0.0473	14	1.9163	0.1873	1.9163	1.3843
No log	0.0541	16	2.2306	0.1075	2.2306	1.4935
No log	0.0608	18	1.8694	0.2145	1.8694	1.3672
No log	0.0676	20	1.4345	0.2640	1.4345	1.1977
No log	0.0743	22	1.4332	0.2667	1.4332	1.1972
No log	0.0811	24	1.3812	0.1724	1.3812	1.1752
No log	0.0878	26	1.6144	0.3747	1.6144	1.2706
No log	0.0946	28	1.8914	0.1075	1.8914	1.3753
No log	0.1014	30	2.1216	0.1075	2.1216	1.4566
No log	0.1081	32	2.2590	0.1075	2.2590	1.5030
No log	0.1149	34	2.3236	0.1409	2.3236	1.5243
No log	0.1216	36	2.1503	0.1600	2.1503	1.4664
No log	0.1284	38	1.7849	0.2145	1.7849	1.3360
No log	0.1351	40	1.6419	0.3478	1.6419	1.2814
No log	0.1419	42	1.4376	0.1724	1.4376	1.1990
No log	0.1486	44	1.4044	0.1455	1.4044	1.1851
No log	0.1554	46	1.6739	0.2939	1.6739	1.2938
No log	0.1622	48	1.9953	0.1600	1.9953	1.4125
No log	0.1689	50	2.0493	0.1600	2.0493	1.4316
No log	0.1757	52	1.9627	0.1600	1.9627	1.4010
No log	0.1824	54	1.7619	0.2939	1.7619	1.3274
No log	0.1892	56	1.6761	0.3209	1.6761	1.2947
No log	0.1959	58	1.6534	0.3209	1.6534	1.2859
No log	0.2027	60	1.7595	0.4284	1.7595	1.3265
No log	0.2095	62	2.0504	0.3870	2.0504	1.4319
No log	0.2162	64	2.0841	0.4783	2.0841	1.4436
No log	0.2230	66	1.6332	0.5022	1.6332	1.2780
No log	0.2297	68	1.3710	0.5266	1.3710	1.1709
No log	0.2365	70	1.3853	0.5672	1.3853	1.1770
No log	0.2432	72	1.7945	0.4217	1.7945	1.3396
No log	0.25	74	1.9608	0.4011	1.9608	1.4003
No log	0.2568	76	1.8287	0.4252	1.8287	1.3523
No log	0.2635	78	1.6843	0.5211	1.6843	1.2978
No log	0.2703	80	1.5475	0.5917	1.5475	1.2440
No log	0.2770	82	1.5420	0.6569	1.5420	1.2418
No log	0.2838	84	1.8317	0.5472	1.8317	1.3534
No log	0.2905	86	2.4367	0.4333	2.4367	1.5610
No log	0.2973	88	2.3482	0.4832	2.3482	1.5324
No log	0.3041	90	1.8759	0.5161	1.8759	1.3696
No log	0.3108	92	1.2658	0.6272	1.2658	1.1251
No log	0.3176	94	1.0749	0.6329	1.0749	1.0368
No log	0.3243	96	1.3633	0.6363	1.3633	1.1676
No log	0.3311	98	2.3300	0.4306	2.3300	1.5264
No log	0.3378	100	2.7252	0.3666	2.7252	1.6508
No log	0.3446	102	2.4012	0.3626	2.4012	1.5496
No log	0.3514	104	1.6726	0.5449	1.6726	1.2933
No log	0.3581	106	1.4662	0.6103	1.4662	1.2109
No log	0.3649	108	1.6128	0.5449	1.6128	1.2700
No log	0.3716	110	2.3210	0.3237	2.3210	1.5235
No log	0.3784	112	3.0054	0.2505	3.0054	1.7336
No log	0.3851	114	3.1013	0.1183	3.1013	1.7611
No log	0.3919	116	2.7525	0.1416	2.7525	1.6591
No log	0.3986	118	2.1268	0.4585	2.1268	1.4584
No log	0.4054	120	1.5201	0.5927	1.5201	1.2329
No log	0.4122	122	1.4845	0.6609	1.4845	1.2184
No log	0.4189	124	1.6137	0.5927	1.6137	1.2703
No log	0.4257	126	1.9315	0.6046	1.9315	1.3898
No log	0.4324	128	2.2575	0.2962	2.2575	1.5025
No log	0.4392	130	2.2350	0.2627	2.2350	1.4950
No log	0.4459	132	2.1774	0.2627	2.1774	1.4756
No log	0.4527	134	2.0602	0.4557	2.0602	1.4353
No log	0.4595	136	1.8517	0.5629	1.8517	1.3608
No log	0.4662	138	1.8510	0.5629	1.8510	1.3605
No log	0.4730	140	2.0190	0.5796	2.0190	1.4209
No log	0.4797	142	2.0195	0.5376	2.0195	1.4211
No log	0.4865	144	1.8934	0.5396	1.8934	1.3760
No log	0.4932	146	2.0665	0.5376	2.0665	1.4375
No log	0.5	148	2.5812	0.3851	2.5812	1.6066
No log	0.5068	150	2.6866	0.3286	2.6866	1.6391
No log	0.5135	152	2.2522	0.3563	2.2522	1.5007
No log	0.5203	154	1.8168	0.3623	1.8168	1.3479
No log	0.5270	156	1.7975	0.4143	1.7975	1.3407
No log	0.5338	158	1.9450	0.3812	1.9450	1.3946
No log	0.5405	160	1.7856	0.5804	1.7856	1.3363
No log	0.5473	162	1.7560	0.5769	1.7560	1.3251
No log	0.5541	164	1.7052	0.5769	1.7052	1.3058
No log	0.5608	166	1.7062	0.5842	1.7062	1.3062
No log	0.5676	168	1.5795	0.5842	1.5795	1.2568
No log	0.5743	170	1.6051	0.5769	1.6051	1.2669
No log	0.5811	172	1.9828	0.5177	1.9828	1.4081
No log	0.5878	174	2.0838	0.5177	2.0838	1.4436
No log	0.5946	176	2.1603	0.5177	2.1603	1.4698
No log	0.6014	178	1.8068	0.5177	1.8068	1.3442
No log	0.6081	180	1.4177	0.5965	1.4177	1.1907
No log	0.6149	182	1.4215	0.6545	1.4215	1.1923
No log	0.6216	184	1.8866	0.5177	1.8866	1.3736
No log	0.6284	186	2.1982	0.4808	2.1982	1.4826
No log	0.6351	188	2.0460	0.4808	2.0460	1.4304
No log	0.6419	190	1.6161	0.5188	1.6161	1.2712
No log	0.6486	192	1.4671	0.5769	1.4671	1.2112
No log	0.6554	194	1.3753	0.6435	1.3753	1.1727
No log	0.6622	196	1.6375	0.6382	1.6375	1.2797
No log	0.6689	198	2.0434	0.4988	2.0434	1.4295
No log	0.6757	200	1.9277	0.5686	1.9277	1.3884
No log	0.6824	202	1.8512	0.5686	1.8512	1.3606
No log	0.6892	204	1.4615	0.6382	1.4615	1.2089
No log	0.6959	206	1.1168	0.7705	1.1168	1.0568
No log	0.7027	208	1.0124	0.7815	1.0124	1.0062
No log	0.7095	210	1.1308	0.7705	1.1308	1.0634
No log	0.7162	212	1.5487	0.6557	1.5487	1.2445
No log	0.7230	214	1.7924	0.5349	1.7924	1.3388
No log	0.7297	216	1.7821	0.5349	1.7821	1.3350
No log	0.7365	218	1.6033	0.5686	1.6033	1.2662
No log	0.7432	220	1.3763	0.7129	1.3763	1.1732
No log	0.75	222	1.4005	0.7129	1.4005	1.1834
No log	0.7568	224	1.6243	0.5804	1.6243	1.2745
No log	0.7635	226	1.7900	0.5166	1.7900	1.3379
No log	0.7703	228	1.6664	0.5686	1.6664	1.2909
No log	0.7770	230	1.5118	0.6038	1.5118	1.2295
No log	0.7838	232	1.4429	0.6078	1.4429	1.2012
No log	0.7905	234	1.4665	0.5744	1.4665	1.2110
No log	0.7973	236	1.2064	0.7412	1.2064	1.0984
No log	0.8041	238	0.9290	0.7520	0.9290	0.9638
No log	0.8108	240	0.9522	0.7194	0.9522	0.9758
No log	0.8176	242	1.1744	0.6543	1.1744	1.0837
No log	0.8243	244	1.5108	0.5965	1.5108	1.2291
No log	0.8311	246	1.9032	0.5166	1.9032	1.3796
No log	0.8378	248	1.9003	0.5166	1.9003	1.3785
No log	0.8446	250	1.6084	0.6115	1.6084	1.2682
No log	0.8514	252	1.2017	0.7129	1.2017	1.0962
No log	0.8581	254	0.8831	0.7144	0.8831	0.9397
No log	0.8649	256	0.8434	0.6441	0.8434	0.9184
No log	0.8716	258	0.9916	0.7422	0.9916	0.9958
No log	0.8784	260	1.2988	0.6812	1.2988	1.1396
No log	0.8851	262	1.6652	0.5366	1.6652	1.2904
No log	0.8919	264	1.7446	0.5366	1.7446	1.3208
No log	0.8986	266	1.6266	0.5366	1.6266	1.2754
No log	0.9054	268	1.3401	0.6356	1.3401	1.1576
No log	0.9122	270	1.1249	0.6746	1.1249	1.0606
No log	0.9189	272	1.1344	0.7255	1.1344	1.0651
No log	0.9257	274	1.3559	0.7178	1.3559	1.1644
No log	0.9324	276	1.5234	0.6825	1.5234	1.2343
No log	0.9392	278	1.7011	0.6476	1.7011	1.3043
No log	0.9459	280	1.6296	0.6774	1.6296	1.2766
No log	0.9527	282	1.3737	0.6631	1.3737	1.1720
No log	0.9595	284	1.2283	0.6631	1.2283	1.1083
No log	0.9662	286	1.0590	0.7115	1.0590	1.0291
No log	0.9730	288	0.9749	0.7187	0.9749	0.9874
No log	0.9797	290	1.0660	0.7187	1.0660	1.0325
No log	0.9865	292	1.3001	0.6738	1.3001	1.1402
No log	0.9932	294	1.5455	0.6135	1.5455	1.2432
No log	1.0	296	1.6203	0.5971	1.6204	1.2729
No log	1.0068	298	1.4481	0.6219	1.4481	1.2034
No log	1.0135	300	1.1317	0.6743	1.1317	1.0638
No log	1.0203	302	0.9680	0.7696	0.9680	0.9838
No log	1.0270	304	0.9407	0.7696	0.9407	0.9699
No log	1.0338	306	1.0905	0.6743	1.0905	1.0443
No log	1.0405	308	1.3967	0.6738	1.3967	1.1818
No log	1.0473	310	1.5598	0.6563	1.5598	1.2489
No log	1.0541	312	1.4307	0.6682	1.4307	1.1961
No log	1.0608	314	1.1760	0.7019	1.1760	1.0844
No log	1.0676	316	1.1761	0.6851	1.1761	1.0845
No log	1.0743	318	1.4023	0.6563	1.4023	1.1842
No log	1.0811	320	1.6278	0.6388	1.6278	1.2759
No log	1.0878	322	1.7016	0.6293	1.7016	1.3044
No log	1.0946	324	1.5574	0.6435	1.5574	1.2479
No log	1.1014	326	1.4682	0.6902	1.4682	1.2117
No log	1.1081	328	1.5191	0.6721	1.5191	1.2325
No log	1.1149	330	1.3840	0.6468	1.3840	1.1765
No log	1.1216	332	1.4710	0.6394	1.4710	1.2129
No log	1.1284	334	1.4737	0.6491	1.4737	1.2140
No log	1.1351	336	1.3538	0.6491	1.3538	1.1635
No log	1.1419	338	1.2119	0.6934	1.2119	1.1009
No log	1.1486	340	1.1344	0.6866	1.1344	1.0651
No log	1.1554	342	1.2897	0.6491	1.2897	1.1357
No log	1.1622	344	1.3890	0.6491	1.3890	1.1786
No log	1.1689	346	1.3234	0.6491	1.3234	1.1504
No log	1.1757	348	1.4841	0.6161	1.4841	1.2183
No log	1.1824	350	1.5417	0.6161	1.5417	1.2417
No log	1.1892	352	1.4487	0.6161	1.4487	1.2036
No log	1.1959	354	1.3519	0.6356	1.3519	1.1627
No log	1.2027	356	1.1878	0.6497	1.1878	1.0899
No log	1.2095	358	0.9988	0.7516	0.9988	0.9994
No log	1.2162	360	0.9827	0.7221	0.9827	0.9913
No log	1.2230	362	1.1278	0.7053	1.1278	1.0620
No log	1.2297	364	1.5096	0.6672	1.5096	1.2287
No log	1.2365	366	2.0393	0.6015	2.0393	1.4280
No log	1.2432	368	2.2725	0.5765	2.2725	1.5075
No log	1.25	370	2.1244	0.5318	2.1244	1.4575
No log	1.2568	372	1.7781	0.5517	1.7781	1.3335
No log	1.2635	374	1.4887	0.5933	1.4887	1.2201
No log	1.2703	376	1.1859	0.7520	1.1859	1.0890
No log	1.2770	378	0.9301	0.7332	0.9301	0.9644
No log	1.2838	380	0.8464	0.7144	0.8464	0.9200
No log	1.2905	382	0.9161	0.7612	0.9161	0.9571
No log	1.2973	384	1.1578	0.7157	1.1578	1.0760
No log	1.3041	386	1.7005	0.5517	1.7005	1.3040
No log	1.3108	388	2.1125	0.5772	2.1125	1.4534
No log	1.3176	390	2.1953	0.5470	2.1953	1.4816
No log	1.3243	392	1.9312	0.5772	1.9312	1.3897
No log	1.3311	394	1.4501	0.6491	1.4501	1.2042
No log	1.3378	396	1.0098	0.8051	1.0098	1.0049
No log	1.3446	398	0.9031	0.7616	0.9031	0.9503
No log	1.3514	400	1.0116	0.8280	1.0116	1.0058
No log	1.3581	402	1.2869	0.6356	1.2869	1.1344
No log	1.3649	404	1.4993	0.6161	1.4993	1.2245
No log	1.3716	406	1.6731	0.5366	1.6731	1.2935
No log	1.3784	408	1.6302	0.5385	1.6302	1.2768
No log	1.3851	410	1.4119	0.6407	1.4119	1.1882
No log	1.3919	412	1.3054	0.6265	1.3054	1.1425
No log	1.3986	414	1.2794	0.6265	1.2794	1.1311
No log	1.4054	416	1.3858	0.6610	1.3858	1.1772
No log	1.4122	418	1.4422	0.6610	1.4422	1.2009
No log	1.4189	420	1.4306	0.6356	1.4306	1.1961
No log	1.4257	422	1.4050	0.6791	1.4050	1.1853
No log	1.4324	424	1.4111	0.6774	1.4111	1.1879
No log	1.4392	426	1.3067	0.7101	1.3067	1.1431
No log	1.4459	428	1.3263	0.7101	1.3263	1.1517
No log	1.4527	430	1.6369	0.6513	1.6369	1.2794
No log	1.4595	432	1.9539	0.6562	1.9539	1.3978
No log	1.4662	434	1.9157	0.6244	1.9157	1.3841
No log	1.4730	436	1.6609	0.6902	1.6609	1.2888
No log	1.4797	438	1.3565	0.6491	1.3565	1.1647
No log	1.4865	440	1.2370	0.7129	1.2370	1.1122
No log	1.4932	442	1.2307	0.7129	1.2307	1.1094
No log	1.5	444	1.2019	0.7129	1.2019	1.0963
No log	1.5068	446	1.1737	0.6678	1.1737	1.0834
No log	1.5135	448	1.2465	0.7076	1.2465	1.1165
No log	1.5203	450	1.2267	0.6846	1.2267	1.1075
No log	1.5270	452	1.1295	0.7204	1.1295	1.0628
No log	1.5338	454	1.1344	0.7140	1.1344	1.0651
No log	1.5405	456	1.1814	0.7204	1.1814	1.0869
No log	1.5473	458	1.3576	0.6374	1.3576	1.1652
No log	1.5541	460	1.3363	0.6374	1.3363	1.1560
No log	1.5608	462	1.1941	0.7273	1.1941	1.0928
No log	1.5676	464	1.1697	0.7273	1.1697	1.0815
No log	1.5743	466	1.2045	0.6846	1.2045	1.0975
No log	1.5811	468	1.2450	0.6907	1.2450	1.1158
No log	1.5878	470	1.1178	0.7346	1.1178	1.0573
No log	1.5946	472	0.9839	0.7771	0.9839	0.9919
No log	1.6014	474	1.0207	0.7346	1.0207	1.0103
No log	1.6081	476	1.2269	0.7076	1.2269	1.1077
No log	1.6149	478	1.4449	0.6836	1.4449	1.2021
No log	1.6216	480	1.3587	0.7033	1.3587	1.1656
No log	1.6284	482	1.2770	0.7101	1.2770	1.1300
No log	1.6351	484	1.0787	0.7431	1.0787	1.0386
No log	1.6419	486	1.1323	0.7431	1.1323	1.0641
No log	1.6486	488	1.3736	0.6875	1.3736	1.1720
No log	1.6554	490	1.3701	0.6875	1.3701	1.1705
No log	1.6622	492	1.3008	0.7586	1.3008	1.1405
No log	1.6689	494	1.3665	0.6938	1.3665	1.1690
No log	1.6757	496	1.3227	0.6902	1.3227	1.1501
No log	1.6824	498	1.2568	0.7009	1.2568	1.1211
0.5547	1.6892	500	1.2963	0.6841	1.2963	1.1386
0.5547	1.6959	502	1.2275	0.7009	1.2275	1.1079
0.5547	1.7027	504	1.1306	0.7358	1.1306	1.0633
0.5547	1.7095	506	1.0480	0.7288	1.0480	1.0237
0.5547	1.7162	508	1.1395	0.7358	1.1395	1.0675
0.5547	1.7230	510	1.3347	0.6880	1.3347	1.1553
0.5547	1.7297	512	1.4301	0.6452	1.4301	1.1959
0.5547	1.7365	514	1.2917	0.6774	1.2917	1.1365
0.5547	1.7432	516	1.0490	0.7358	1.0490	1.0242
0.5547	1.75	518	1.0055	0.7845	1.0055	1.0028
0.5547	1.7568	520	1.1186	0.7507	1.1186	1.0576
0.5547	1.7635	522	1.2430	0.6938	1.2430	1.1149
0.5547	1.7703	524	1.2151	0.7350	1.2151	1.1023
0.5547	1.7770	526	1.1399	0.7434	1.1399	1.0677
0.5547	1.7838	528	1.1253	0.7434	1.1253	1.0608
0.5547	1.7905	530	1.1140	0.7507	1.1140	1.0555
0.5547	1.7973	532	1.1723	0.7507	1.1723	1.0827
0.5547	1.8041	534	1.0756	0.7976	1.0756	1.0371
0.5547	1.8108	536	1.1326	0.6977	1.1326	1.0642
0.5547	1.8176	538	1.4265	0.7047	1.4265	1.1944
0.5547	1.8243	540	1.5496	0.5744	1.5496	1.2448
0.5547	1.8311	542	1.4826	0.5903	1.4826	1.2176
0.5547	1.8378	544	1.2977	0.6866	1.2977	1.1392
0.5547	1.8446	546	1.1816	0.7421	1.1816	1.0870
0.5547	1.8514	548	1.2177	0.6977	1.2177	1.1035
0.5547	1.8581	550	1.4543	0.6880	1.4543	1.2060
0.5547	1.8649	552	1.5447	0.7208	1.5447	1.2429
0.5547	1.8716	554	1.4590	0.7357	1.4590	1.2079
0.5547	1.8784	556	1.2210	0.7720	1.2210	1.1050
0.5547	1.8851	558	1.1804	0.7720	1.1804	1.0865
0.5547	1.8919	560	1.1381	0.7434	1.1381	1.0668
0.5547	1.8986	562	1.0983	0.7354	1.0983	1.0480
0.5547	1.9054	564	1.0493	0.7346	1.0493	1.0244
0.5547	1.9122	566	0.9993	0.7439	0.9993	0.9996
0.5547	1.9189	568	1.1527	0.7424	1.1527	1.0737
0.5547	1.9257	570	1.4077	0.7038	1.4077	1.1865
0.5547	1.9324	572	1.4332	0.6938	1.4332	1.1972
0.5547	1.9392	574	1.2316	0.7427	1.2316	1.1098
0.5547	1.9459	576	1.0738	0.7157	1.0738	1.0362
0.5547	1.9527	578	0.9781	0.7692	0.9781	0.9890
0.5547	1.9595	580	1.0267	0.7911	1.0267	1.0133
0.5547	1.9662	582	1.1855	0.7720	1.1855	1.0888
0.5547	1.9730	584	1.5043	0.7288	1.5043	1.2265
0.5547	1.9797	586	1.5649	0.75	1.5649	1.2510
0.5547	1.9865	588	1.7160	0.7081	1.7160	1.3100
0.5547	1.9932	590	1.5485	0.7081	1.5485	1.2444
0.5547	2.0	592	1.2679	0.7009	1.2679	1.1260
0.5547	2.0068	594	1.1271	0.7510	1.1271	1.0617
0.5547	2.0135	596	1.1000	0.7234	1.1000	1.0488
0.5547	2.0203	598	1.2598	0.6610	1.2598	1.1224
0.5547	2.0270	600	1.4104	0.6610	1.4104	1.1876
0.5547	2.0338	602	1.4070	0.6610	1.4070	1.1862
0.5547	2.0405	604	1.3959	0.6610	1.3959	1.1815
0.5547	2.0473	606	1.1897	0.7594	1.1897	1.0907
0.5547	2.0541	608	1.2067	0.7510	1.2067	1.0985
0.5547	2.0608	610	1.1496	0.7510	1.1496	1.0722
0.5547	2.0676	612	0.9965	0.7825	0.9965	0.9982
0.5547	2.0743	614	1.0143	0.7825	1.0143	1.0071
0.5547	2.0811	616	1.2249	0.7510	1.2249	1.1068
0.5547	2.0878	618	1.4886	0.6836	1.4886	1.2201
0.5547	2.0946	620	1.5382	0.6836	1.5382	1.2402
0.5547	2.1014	622	1.4009	0.6610	1.4009	1.1836
0.5547	2.1081	624	1.1782	0.7234	1.1782	1.0854
0.5547	2.1149	626	1.0106	0.7607	1.0106	1.0053
0.5547	2.1216	628	1.0022	0.7602	1.0022	1.0011
0.5547	2.1284	630	1.1488	0.7431	1.1488	1.0718
0.5547	2.1351	632	1.4658	0.6779	1.4658	1.2107
0.5547	2.1419	634	1.6067	0.6616	1.6067	1.2676
0.5547	2.1486	636	1.4530	0.6779	1.4530	1.2054
0.5547	2.1554	638	1.3050	0.7269	1.3050	1.1424
0.5547	2.1622	640	1.3242	0.7350	1.3242	1.1507
0.5547	2.1689	642	1.5796	0.6446	1.5796	1.2568
0.5547	2.1757	644	1.8849	0.5958	1.8849	1.3729
0.5547	2.1824	646	1.8500	0.5958	1.8500	1.3601
0.5547	2.1892	648	1.5756	0.5965	1.5756	1.2552
0.5547	2.1959	650	1.2161	0.6053	1.2161	1.1028
0.5547	2.2027	652	0.8992	0.7422	0.8992	0.9483
0.5547	2.2095	654	0.7542	0.7620	0.7542	0.8684
0.5547	2.2162	656	0.7712	0.7620	0.7712	0.8782
0.5547	2.2230	658	0.9492	0.7825	0.9492	0.9743
0.5547	2.2297	660	1.3462	0.7101	1.3462	1.1603
0.5547	2.2365	662	1.6736	0.6716	1.6736	1.2937
0.5547	2.2432	664	1.7081	0.6965	1.7081	1.3069
0.5547	2.25	666	1.5067	0.6716	1.5067	1.2275
0.5547	2.2568	668	1.2997	0.7504	1.2997	1.1400
0.5547	2.2635	670	1.3335	0.7346	1.3335	1.1548
0.5547	2.2703	672	1.5623	0.6446	1.5623	1.2499
0.5547	2.2770	674	1.6409	0.6446	1.6409	1.2810
0.5547	2.2838	676	1.5703	0.6446	1.5703	1.2531
0.5547	2.2905	678	1.3230	0.6552	1.3230	1.1502
0.5547	2.2973	680	1.0696	0.7789	1.0696	1.0342
0.5547	2.3041	682	1.0295	0.7898	1.0295	1.0146
0.5547	2.3108	684	1.1459	0.6934	1.1459	1.0705
0.5547	2.3176	686	1.2637	0.7594	1.2637	1.1242
0.5547	2.3243	688	1.4901	0.6446	1.4901	1.2207
0.5547	2.3311	690	1.6599	0.6711	1.6599	1.2884
0.5547	2.3378	692	1.6411	0.6711	1.6411	1.2810
0.5547	2.3446	694	1.3711	0.6938	1.3711	1.1709
0.5547	2.3514	696	1.1801	0.7594	1.1801	1.0863
0.5547	2.3581	698	1.1271	0.7594	1.1271	1.0617
0.5547	2.3649	700	1.1400	0.7594	1.1400	1.0677
0.5547	2.3716	702	1.1514	0.7076	1.1514	1.0731
0.5547	2.3784	704	1.2168	0.7076	1.2168	1.1031
0.5547	2.3851	706	1.3532	0.6938	1.3532	1.1633
0.5547	2.3919	708	1.2684	0.7101	1.2684	1.1262
0.5547	2.3986	710	1.1370	0.7076	1.1370	1.0663
0.5547	2.4054	712	1.0459	0.8044	1.0459	1.0227
0.5547	2.4122	714	1.0635	0.7510	1.0635	1.0313
0.5547	2.4189	716	1.2264	0.7101	1.2264	1.1074
0.5547	2.4257	718	1.1900	0.7009	1.1900	1.0909
0.5547	2.4324	720	1.0951	0.6947	1.0951	1.0465
0.5547	2.4392	722	1.0917	0.6947	1.0917	1.0449
0.5547	2.4459	724	1.1653	0.7424	1.1653	1.0795
0.5547	2.4527	726	1.1734	0.7053	1.1734	1.0832
0.5547	2.4595	728	1.0817	0.7053	1.0817	1.0401
0.5547	2.4662	730	0.9191	0.7019	0.9191	0.9587
0.5547	2.4730	732	0.8292	0.7921	0.8292	0.9106
0.5547	2.4797	734	0.8815	0.6957	0.8815	0.9389
0.5547	2.4865	736	1.0361	0.7086	1.0361	1.0179
0.5547	2.4932	738	1.1851	0.6912	1.1851	1.0886
0.5547	2.5	740	1.2090	0.6912	1.2090	1.0995
0.5547	2.5068	742	1.1202	0.6912	1.1202	1.0584
0.5547	2.5135	744	1.0383	0.7439	1.0383	1.0190
0.5547	2.5203	746	1.0910	0.6468	1.0910	1.0445
0.5547	2.5270	748	1.2225	0.6830	1.2225	1.1057
0.5547	2.5338	750	1.2167	0.6866	1.2167	1.1030
0.5547	2.5405	752	1.2718	0.6918	1.2718	1.1278
0.5547	2.5473	754	1.3592	0.6820	1.3592	1.1658
0.5547	2.5541	756	1.3435	0.6938	1.3435	1.1591
0.5547	2.5608	758	1.3323	0.6774	1.3323	1.1542
0.5547	2.5676	760	1.3720	0.6727	1.3720	1.1713
0.5547	2.5743	762	1.3918	0.6207	1.3918	1.1797
0.5547	2.5811	764	1.3626	0.6740	1.3626	1.1673
0.5547	2.5878	766	1.2853	0.6740	1.2853	1.1337
0.5547	2.5946	768	1.1036	0.6866	1.1036	1.0505
0.5547	2.6014	770	0.9534	0.8051	0.9534	0.9764
0.5547	2.6081	772	0.8698	0.7948	0.8698	0.9326
0.5547	2.6149	774	0.9438	0.8051	0.9438	0.9715
0.5547	2.6216	776	1.1794	0.6441	1.1794	1.0860
0.5547	2.6284	778	1.4344	0.6441	1.4344	1.1977
0.5547	2.6351	780	1.4983	0.6841	1.4983	1.2240
0.5547	2.6419	782	1.4172	0.6841	1.4172	1.1905
0.5547	2.6486	784	1.3742	0.6841	1.3742	1.1722
0.5547	2.6554	786	1.3416	0.6441	1.3416	1.1583
0.5547	2.6622	788	1.2462	0.6441	1.2462	1.1163
0.5547	2.6689	790	1.2942	0.6260	1.2942	1.1376
0.5547	2.6757	792	1.4439	0.5965	1.4439	1.2016
0.5547	2.6824	794	1.4854	0.5965	1.4854	1.2188
0.5547	2.6892	796	1.3527	0.5965	1.3527	1.1631
0.5547	2.6959	798	1.2326	0.5965	1.2326	1.1102
0.5547	2.7027	800	1.0952	0.7421	1.0952	1.0465
0.5547	2.7095	802	1.1280	0.7421	1.1280	1.0621
0.5547	2.7162	804	1.1538	0.7421	1.1538	1.0742
0.5547	2.7230	806	1.1016	0.8009	1.1016	1.0496
0.5547	2.7297	808	1.1198	0.7914	1.1198	1.0582
0.5547	2.7365	810	1.1457	0.7888	1.1457	1.0704
0.5547	2.7432	812	1.0997	0.7825	1.0997	1.0487
0.5547	2.75	814	1.1012	0.7602	1.1012	1.0494
0.5547	2.7568	816	1.0960	0.7157	1.0960	1.0469
0.5547	2.7635	818	1.0635	0.7692	1.0635	1.0313
0.5547	2.7703	820	1.0628	0.7789	1.0628	1.0309
0.5547	2.7770	822	1.0252	0.7789	1.0252	1.0125
0.5547	2.7838	824	1.0786	0.7789	1.0786	1.0386
0.5547	2.7905	826	1.2109	0.6934	1.2109	1.1004
0.5547	2.7973	828	1.3701	0.6545	1.3701	1.1705
0.5547	2.8041	830	1.3753	0.6545	1.3753	1.1727
0.5547	2.8108	832	1.2750	0.6740	1.2750	1.1291
0.5547	2.8176	834	1.1464	0.6934	1.1464	1.0707
0.5547	2.8243	836	1.0363	0.8011	1.0363	1.0180
0.5547	2.8311	838	1.0152	0.8011	1.0152	1.0076
0.5547	2.8378	840	1.1193	0.6934	1.1193	1.0580
0.5547	2.8446	842	1.1417	0.6934	1.1417	1.0685
0.5547	2.8514	844	1.1704	0.6934	1.1704	1.0818
0.5547	2.8581	846	1.2703	0.6740	1.2703	1.1271
0.5547	2.8649	848	1.3962	0.6485	1.3962	1.1816
0.5547	2.8716	850	1.3030	0.6740	1.3030	1.1415
0.5547	2.8784	852	1.1698	0.6740	1.1698	1.0816
0.5547	2.8851	854	1.1166	0.7511	1.1166	1.0567
0.5547	2.8919	856	1.1627	0.7864	1.1627	1.0783
0.5547	2.8986	858	1.1811	0.7328	1.1811	1.0868
0.5547	2.9054	860	1.1461	0.7864	1.1461	1.0705
0.5547	2.9122	862	0.9978	0.7598	0.9978	0.9989
0.5547	2.9189	864	0.9982	0.7768	0.9982	0.9991
0.5547	2.9257	866	1.0734	0.8009	1.0734	1.0360
0.5547	2.9324	868	1.1028	0.8009	1.1028	1.0501
0.5547	2.9392	870	0.9753	0.8009	0.9753	0.9875
0.5547	2.9459	872	0.7808	0.7191	0.7808	0.8836
0.5547	2.9527	874	0.7450	0.7610	0.7450	0.8631
0.5547	2.9595	876	0.8725	0.7692	0.8725	0.9341
0.5547	2.9662	878	1.1000	0.6740	1.1000	1.0488
0.5547	2.9730	880	1.4192	0.6673	1.4192	1.1913
0.5547	2.9797	882	1.5403	0.6967	1.5403	1.2411
0.5547	2.9865	884	1.4259	0.6740	1.4259	1.1941
0.5547	2.9932	886	1.1741	0.6740	1.1741	1.0836
0.5547	3.0	888	0.9021	0.8011	0.9021	0.9498
0.5547	3.0068	890	0.7947	0.7627	0.7947	0.8915
0.5547	3.0135	892	0.7951	0.7979	0.7951	0.8917
0.5547	3.0203	894	0.8900	0.8161	0.8900	0.9434
0.5547	3.0270	896	1.0551	0.6977	1.0551	1.0272
0.5547	3.0338	898	1.2431	0.7047	1.2431	1.1149
0.5547	3.0405	900	1.3385	0.6972	1.3385	1.1570
0.5547	3.0473	902	1.3268	0.6972	1.3268	1.1519
0.5547	3.0541	904	1.2373	0.6977	1.2373	1.1124
0.5547	3.0608	906	1.1096	0.6977	1.1096	1.0534
0.5547	3.0676	908	1.0573	0.6977	1.0573	1.0283
0.5547	3.0743	910	1.0324	0.7350	1.0324	1.0160
0.5547	3.0811	912	1.0798	0.7437	1.0798	1.0391
0.5547	3.0878	914	1.0121	0.7590	1.0121	1.0061
0.5547	3.0946	916	0.9823	0.7590	0.9823	0.9911
0.5547	3.1014	918	1.0828	0.7342	1.0828	1.0406
0.5547	3.1081	920	1.1416	0.7342	1.1416	1.0684
0.5547	3.1149	922	1.1081	0.7342	1.1081	1.0527
0.5547	3.1216	924	0.9962	0.7510	0.9962	0.9981
0.5547	3.1284	926	0.8303	0.7521	0.8303	0.9112
0.5547	3.1351	928	0.8216	0.7521	0.8216	0.9064
0.5547	3.1419	930	0.9550	0.7510	0.9550	0.9772
0.5547	3.1486	932	1.1497	0.7342	1.1497	1.0722
0.5547	3.1554	934	1.1382	0.7342	1.1382	1.0669
0.5547	3.1622	936	1.0392	0.6977	1.0392	1.0194
0.5547	3.1689	938	0.8421	0.7823	0.8421	0.9176
0.5547	3.1757	940	0.6947	0.7627	0.6947	0.8335
0.5547	3.1824	942	0.6905	0.7627	0.6905	0.8309
0.5547	3.1892	944	0.7654	0.7823	0.7654	0.8749
0.5547	3.1959	946	0.9315	0.8091	0.9315	0.9651
0.5547	3.2027	948	1.1938	0.7420	1.1938	1.0926
0.5547	3.2095	950	1.2820	0.7338	1.2820	1.1322
0.5547	3.2162	952	1.2068	0.7338	1.2068	1.0986
0.5547	3.2230	954	1.0033	0.7842	1.0033	1.0017
0.5547	3.2297	956	0.8023	0.7879	0.8023	0.8957
0.5547	3.2365	958	0.6474	0.7529	0.6474	0.8046
0.5547	3.2432	960	0.6320	0.7355	0.6320	0.7950
0.5547	3.25	962	0.7035	0.7879	0.7035	0.8388
0.5547	3.2568	964	0.8746	0.7793	0.8746	0.9352
0.5547	3.2635	966	1.1397	0.7047	1.1397	1.0676
0.5547	3.2703	968	1.2546	0.7047	1.2546	1.1201
0.5547	3.2770	970	1.2207	0.7047	1.2207	1.1048
0.5547	3.2838	972	1.1048	0.7047	1.1048	1.0511
0.5547	3.2905	974	0.9325	0.7421	0.9325	0.9657
0.5547	3.2973	976	0.8810	0.7337	0.8810	0.9386
0.5547	3.3041	978	0.9542	0.7421	0.9542	0.9768
0.5547	3.3108	980	1.1442	0.6977	1.1442	1.0697
0.5547	3.3176	982	1.2726	0.7047	1.2726	1.1281
0.5547	3.3243	984	1.3243	0.7047	1.3243	1.1508
0.5547	3.3311	986	1.2895	0.6491	1.2895	1.1356
0.5547	3.3378	988	1.2956	0.6934	1.2956	1.1382
0.5547	3.3446	990	1.1810	0.7511	1.1810	1.0867
0.5547	3.3514	992	1.1066	0.7511	1.1066	1.0520
0.5547	3.3581	994	1.0208	0.7511	1.0208	1.0104
0.5547	3.3649	996	0.9338	0.7614	0.9338	0.9663
0.5547	3.3716	998	0.9494	0.7511	0.9494	0.9744
0.1858	3.3784	1000	1.0815	0.7420	1.0815	1.0399
0.1858	3.3851	1002	1.3020	0.7420	1.3020	1.1411
0.1858	3.3919	1004	1.3600	0.7346	1.3600	1.1662
0.1858	3.3986	1006	1.3216	0.7420	1.3216	1.1496
0.1858	3.4054	1008	1.2431	0.7420	1.2431	1.1149
0.1858	3.4122	1010	1.1393	0.7047	1.1393	1.0674
0.1858	3.4189	1012	0.9727	0.6977	0.9727	0.9863
0.1858	3.4257	1014	0.9119	0.7053	0.9119	0.9549
0.1858	3.4324	1016	0.9220	0.7129	0.9220	0.9602
0.1858	3.4392	1018	0.9647	0.7047	0.9647	0.9822
0.1858	3.4459	1020	1.1201	0.7047	1.1201	1.0584
0.1858	3.4527	1022	1.1798	0.7047	1.1798	1.0862
0.1858	3.4595	1024	1.1088	0.7047	1.1088	1.0530
0.1858	3.4662	1026	1.0171	0.7047	1.0171	1.0085
0.1858	3.4730	1028	0.8993	0.7516	0.8993	0.9483
0.1858	3.4797	1030	0.9026	0.7614	0.9026	0.9500
0.1858	3.4865	1032	0.9928	0.7511	0.9928	0.9964
0.1858	3.4932	1034	1.1895	0.7047	1.1895	1.0906
0.1858	3.5	1036	1.2882	0.6740	1.2882	1.1350
0.1858	3.5068	1038	1.2071	0.7047	1.2071	1.0987
0.1858	3.5135	1040	1.0356	0.7047	1.0356	1.0176
0.1858	3.5203	1042	0.8615	0.8161	0.8615	0.9282
0.1858	3.5270	1044	0.7988	0.8161	0.7988	0.8937
0.1858	3.5338	1046	0.8484	0.8161	0.8484	0.9211
0.1858	3.5405	1048	0.9099	0.7607	0.9099	0.9539
0.1858	3.5473	1050	0.9992	0.7047	0.9992	0.9996
0.1858	3.5541	1052	0.9800	0.7182	0.9800	0.9899
0.1858	3.5608	1054	0.9060	0.7602	0.9060	0.9518
0.1858	3.5676	1056	0.9546	0.7429	0.9546	0.9770
0.1858	3.5743	1058	0.9925	0.7511	0.9925	0.9962
0.1858	3.5811	1060	0.9303	0.7692	0.9303	0.9645
0.1858	3.5878	1062	0.8556	0.7602	0.8556	0.9250
0.1858	3.5946	1064	0.9204	0.7602	0.9204	0.9594
0.1858	3.6014	1066	1.0700	0.7047	1.0700	1.0344
0.1858	3.6081	1068	1.1690	0.7047	1.1690	1.0812
0.1858	3.6149	1070	1.2009	0.7328	1.2009	1.0959
0.1858	3.6216	1072	1.1109	0.7081	1.1109	1.0540
0.1858	3.6284	1074	1.1176	0.7081	1.1176	1.0572
0.1858	3.6351	1076	1.1402	0.7081	1.1402	1.0678
0.1858	3.6419	1078	1.0236	0.7047	1.0236	1.0118
0.1858	3.6486	1080	0.8816	0.7705	0.8816	0.9390
0.1858	3.6554	1082	0.8422	0.8412	0.8422	0.9177
0.1858	3.6622	1084	0.9252	0.7705	0.9252	0.9619
0.1858	3.6689	1086	1.1313	0.7047	1.1313	1.0636
0.1858	3.6757	1088	1.2470	0.7047	1.2470	1.1167
0.1858	3.6824	1090	1.3448	0.7047	1.3448	1.1597
0.1858	3.6892	1092	1.3272	0.7047	1.3272	1.1521
0.1858	3.6959	1094	1.1522	0.7047	1.1522	1.0734
0.1858	3.7027	1096	0.9655	0.6977	0.9655	0.9826
0.1858	3.7095	1098	0.8079	0.8161	0.8079	0.8989
0.1858	3.7162	1100	0.7894	0.7979	0.7894	0.8885
0.1858	3.7230	1102	0.8924	0.8161	0.8924	0.9447
0.1858	3.7297	1104	0.9962	0.7421	0.9962	0.9981
0.1858	3.7365	1106	1.1537	0.7047	1.1537	1.0741
0.1858	3.7432	1108	1.2642	0.6740	1.2642	1.1244
0.1858	3.75	1110	1.2766	0.6740	1.2766	1.1299
0.1858	3.7568	1112	1.1659	0.7047	1.1659	1.0798
0.1858	3.7635	1114	1.0050	0.7511	1.0050	1.0025
0.1858	3.7703	1116	0.9790	0.7421	0.9790	0.9894
0.1858	3.7770	1118	0.9968	0.7421	0.9968	0.9984
0.1858	3.7838	1120	1.1314	0.6977	1.1314	1.0637
0.1858	3.7905	1122	1.3108	0.7047	1.3108	1.1449
0.1858	3.7973	1124	1.3449	0.7047	1.3449	1.1597
0.1858	3.8041	1126	1.3638	0.6161	1.3638	1.1678
0.1858	3.8108	1128	1.2533	0.7211	1.2533	1.1195
0.1858	3.8176	1130	1.1117	0.7211	1.1117	1.0544
0.1858	3.8243	1132	1.0689	0.7511	1.0689	1.0339
0.1858	3.8311	1134	1.0208	0.7421	1.0208	1.0103
0.1858	3.8378	1136	0.9486	0.8161	0.9486	0.9739
0.1858	3.8446	1138	0.8967	0.8161	0.8967	0.9469
0.1858	3.8514	1140	0.8561	0.8161	0.8561	0.9253
0.1858	3.8581	1142	0.8772	0.7597	0.8772	0.9366
0.1858	3.8649	1144	0.9154	0.7891	0.9154	0.9568
0.1858	3.8716	1146	0.9783	0.7891	0.9783	0.9891
0.1858	3.8784	1148	0.9117	0.7891	0.9117	0.9548
0.1858	3.8851	1150	0.8493	0.7597	0.8493	0.9216
0.1858	3.8919	1152	0.8345	0.7597	0.8345	0.9135
0.1858	3.8986	1154	0.9389	0.7597	0.9389	0.9690
0.1858	3.9054	1156	0.9859	0.6952	0.9859	0.9929
0.1858	3.9122	1158	1.0909	0.6977	1.0909	1.0445
0.1858	3.9189	1160	1.1076	0.7047	1.1076	1.0524
0.1858	3.9257	1162	1.1054	0.7511	1.1054	1.0514
0.1858	3.9324	1164	0.9813	0.7511	0.9813	0.9906
0.1858	3.9392	1166	0.8116	0.8161	0.8116	0.9009
0.1858	3.9459	1168	0.6961	0.8120	0.6961	0.8344
0.1858	3.9527	1170	0.6512	0.7951	0.6512	0.8070
0.1858	3.9595	1172	0.6833	0.8120	0.6833	0.8266
0.1858	3.9662	1174	0.8059	0.8016	0.8059	0.8977
0.1858	3.9730	1176	0.9807	0.7979	0.9807	0.9903
0.1858	3.9797	1178	1.0820	0.7822	1.0820	1.0402
0.1858	3.9865	1180	1.1238	0.7720	1.1238	1.0601
0.1858	3.9932	1182	1.0925	0.7864	1.0925	1.0452
0.1858	4.0	1184	0.9541	0.7891	0.9541	0.9768
0.1858	4.0068	1186	0.7732	0.7891	0.7732	0.8793
0.1858	4.0135	1188	0.7099	0.7742	0.7099	0.8426
0.1858	4.0203	1190	0.7377	0.7891	0.7377	0.8589
0.1858	4.0270	1192	0.8664	0.7891	0.8664	0.9308
0.1858	4.0338	1194	1.0848	0.7888	1.0848	1.0416
0.1858	4.0405	1196	1.2630	0.7350	1.2630	1.1239
0.1858	4.0473	1198	1.2939	0.7350	1.2939	1.1375
0.1858	4.0541	1200	1.1699	0.7081	1.1699	1.0816
0.1858	4.0608	1202	1.0365	0.7014	1.0365	1.0181
0.1858	4.0676	1204	0.9102	0.8117	0.9102	0.9540
0.1858	4.0743	1206	0.8298	0.8016	0.8298	0.9109
0.1858	4.0811	1208	0.7870	0.7921	0.7870	0.8871
0.1858	4.0878	1210	0.7872	0.7897	0.7872	0.8872
0.1858	4.0946	1212	0.8165	0.7897	0.8165	0.9036
0.1858	4.1014	1214	0.8749	0.7518	0.8749	0.9354
0.1858	4.1081	1216	0.9643	0.7602	0.9643	0.9820
0.1858	4.1149	1218	1.0207	0.7429	1.0207	1.0103
0.1858	4.1216	1220	0.9888	0.7602	0.9888	0.9944
0.1858	4.1284	1222	0.9209	0.7607	0.9209	0.9597
0.1858	4.1351	1224	0.9008	0.7607	0.9008	0.9491
0.1858	4.1419	1226	0.8683	0.8283	0.8683	0.9318
0.1858	4.1486	1228	0.8324	0.8283	0.8324	0.9123
0.1858	4.1554	1230	0.8643	0.8161	0.8643	0.9297
0.1858	4.1622	1232	0.9878	0.7157	0.9878	0.9939
0.1858	4.1689	1234	1.0546	0.6977	1.0546	1.0269
0.1858	4.1757	1236	1.0240	0.6912	1.0240	1.0119
0.1858	4.1824	1238	0.9951	0.6912	0.9951	0.9975
0.1858	4.1892	1240	0.9692	0.7086	0.9692	0.9845
0.1858	4.1959	1242	1.0187	0.6912	1.0187	1.0093
0.1858	4.2027	1244	1.0060	0.6912	1.0060	1.0030
0.1858	4.2095	1246	0.9533	0.6912	0.9533	0.9764
0.1858	4.2162	1248	0.8550	0.8164	0.8550	0.9247
0.1858	4.2230	1250	0.7839	0.8164	0.7839	0.8854
0.1858	4.2297	1252	0.7484	0.8164	0.7484	0.8651
0.1858	4.2365	1254	0.7559	0.8164	0.7559	0.8694
0.1858	4.2432	1256	0.7649	0.8164	0.7649	0.8746
0.1858	4.25	1258	0.7819	0.8164	0.7819	0.8843
0.1858	4.2568	1260	0.8795	0.7692	0.8795	0.9378
0.1858	4.2635	1262	1.0103	0.8009	1.0103	1.0052
0.1858	4.2703	1264	1.1602	0.7338	1.1602	1.0771
0.1858	4.2770	1266	1.2694	0.7338	1.2694	1.1267
0.1858	4.2838	1268	1.2293	0.7338	1.2293	1.1087
0.1858	4.2905	1270	1.0782	0.7842	1.0782	1.0384
0.1858	4.2973	1272	0.9095	0.8161	0.9095	0.9537
0.1858	4.3041	1274	0.7935	0.8283	0.7935	0.8908
0.1858	4.3108	1276	0.7526	0.8283	0.7526	0.8675
0.1858	4.3176	1278	0.7540	0.8283	0.7540	0.8684
0.1858	4.3243	1280	0.8363	0.8161	0.8363	0.9145
0.1858	4.3311	1282	1.0000	0.8457	1.0000	1.0000
0.1858	4.3378	1284	1.2151	0.7420	1.2151	1.1023
0.1858	4.3446	1286	1.3098	0.7338	1.3098	1.1445
0.1858	4.3514	1288	1.2825	0.7338	1.2825	1.1325
0.1858	4.3581	1290	1.1596	0.7420	1.1596	1.0768
0.1858	4.3649	1292	0.9764	0.7842	0.9764	0.9881
0.1858	4.3716	1294	0.7974	0.8051	0.7974	0.8930
0.1858	4.3784	1296	0.6705	0.7879	0.6705	0.8188
0.1858	4.3851	1298	0.6566	0.7782	0.6566	0.8103
0.1858	4.3919	1300	0.7183	0.7879	0.7183	0.8475
0.1858	4.3986	1302	0.8552	0.8051	0.8552	0.9248
0.1858	4.4054	1304	0.9703	0.7429	0.9703	0.9850
0.1858	4.4122	1306	1.0081	0.7337	1.0081	1.0040
0.1858	4.4189	1308	1.0474	0.7421	1.0474	1.0234
0.1858	4.4257	1310	1.0090	0.7337	1.0090	1.0045
0.1858	4.4324	1312	0.9749	0.7872	0.9749	0.9874
0.1858	4.4392	1314	0.8948	0.7872	0.8948	0.9459
0.1858	4.4459	1316	0.8091	0.7921	0.8091	0.8995
0.1858	4.4527	1318	0.7773	0.8142	0.7773	0.8817
0.1858	4.4595	1320	0.8075	0.7745	0.8075	0.8986
0.1858	4.4662	1322	0.8108	0.7745	0.8108	0.9004
0.1858	4.4730	1324	0.8017	0.8142	0.8017	0.8954
0.1858	4.4797	1326	0.8461	0.7518	0.8461	0.9198
0.1858	4.4865	1328	0.9047	0.7518	0.9047	0.9512
0.1858	4.4932	1330	0.8918	0.7518	0.8918	0.9443
0.1858	4.5	1332	0.8947	0.7921	0.8947	0.9459
0.1858	4.5068	1334	0.9190	0.7518	0.9190	0.9586
0.1858	4.5135	1336	0.9260	0.7602	0.9260	0.9623
0.1858	4.5203	1338	0.8765	0.8051	0.8765	0.9362
0.1858	4.5270	1340	0.7936	0.8054	0.7936	0.8908
0.1858	4.5338	1342	0.7744	0.8054	0.7744	0.8800
0.1858	4.5405	1344	0.7929	0.8054	0.7929	0.8904
0.1858	4.5473	1346	0.8784	0.8051	0.8784	0.9372
0.1858	4.5541	1348	1.0044	0.7914	1.0044	1.0022
0.1858	4.5608	1350	1.0546	0.7914	1.0546	1.0269
0.1858	4.5676	1352	1.0267	0.7914	1.0267	1.0133
0.1858	4.5743	1354	0.9186	0.7602	0.9186	0.9585
0.1858	4.5811	1356	0.9000	0.8051	0.9000	0.9487
0.1858	4.5878	1358	0.8446	0.8051	0.8446	0.9190
0.1858	4.5946	1360	0.7512	0.7983	0.7512	0.8667
0.1858	4.6014	1362	0.7008	0.7879	0.7008	0.8372
0.1858	4.6081	1364	0.6955	0.7879	0.6955	0.8340
0.1858	4.6149	1366	0.7032	0.7879	0.7032	0.8386
0.1858	4.6216	1368	0.6965	0.7268	0.6965	0.8346
0.1858	4.6284	1370	0.7512	0.7689	0.7512	0.8667
0.1858	4.6351	1372	0.8933	0.7672	0.8933	0.9452
0.1858	4.6419	1374	0.9565	0.7756	0.9565	0.9780
0.1858	4.6486	1376	0.9711	0.7756	0.9711	0.9854
0.1858	4.6554	1378	0.9720	0.7756	0.9720	0.9859
0.1858	4.6622	1380	0.9286	0.7756	0.9286	0.9636
0.1858	4.6689	1382	0.8890	0.7433	0.8890	0.9429
0.1858	4.6757	1384	0.8454	0.7433	0.8454	0.9194
0.1858	4.6824	1386	0.7608	0.7983	0.7608	0.8722
0.1858	4.6892	1388	0.7152	0.7983	0.7152	0.8457
0.1858	4.6959	1390	0.7164	0.7983	0.7164	0.8464
0.1858	4.7027	1392	0.7170	0.7983	0.7170	0.8467
0.1858	4.7095	1394	0.7682	0.7983	0.7682	0.8765
0.1858	4.7162	1396	0.7769	0.7983	0.7769	0.8814
0.1858	4.7230	1398	0.8309	0.7433	0.8309	0.9115
0.1858	4.7297	1400	0.8848	0.7602	0.8848	0.9406
0.1858	4.7365	1402	0.9060	0.7602	0.9060	0.9518
0.1858	4.7432	1404	0.8786	0.7602	0.8786	0.9374
0.1858	4.75	1406	0.8317	0.8051	0.8317	0.9120
0.1858	4.7568	1408	0.7770	0.7983	0.7770	0.8815
0.1858	4.7635	1410	0.7361	0.7951	0.7361	0.8580
0.1858	4.7703	1412	0.7624	0.7951	0.7624	0.8731
0.1858	4.7770	1414	0.8512	0.8051	0.8512	0.9226
0.1858	4.7838	1416	0.9009	0.7602	0.9009	0.9492
0.1858	4.7905	1418	0.9685	0.7429	0.9685	0.9841
0.1858	4.7973	1420	1.0331	0.7513	1.0331	1.0164
0.1858	4.8041	1422	1.0124	0.7513	1.0124	1.0062
0.1858	4.8108	1424	0.9334	0.7513	0.9334	0.9661
0.1858	4.8176	1426	0.8412	0.7983	0.8412	0.9171
0.1858	4.8243	1428	0.7487	0.7983	0.7487	0.8653
0.1858	4.8311	1430	0.7244	0.7983	0.7244	0.8511
0.1858	4.8378	1432	0.7340	0.7983	0.7340	0.8567
0.1858	4.8446	1434	0.7886	0.7521	0.7886	0.8880
0.1858	4.8514	1436	0.8842	0.7433	0.8842	0.9403
0.1858	4.8581	1438	1.0317	0.7842	1.0317	1.0157
0.1858	4.8649	1440	1.2873	0.7071	1.2873	1.1346
0.1858	4.8716	1442	1.4260	0.7342	1.4260	1.1941
0.1858	4.8784	1444	1.3929	0.7071	1.3929	1.1802
0.1858	4.8851	1446	1.2728	0.7148	1.2728	1.1282
0.1858	4.8919	1448	1.0647	0.6977	1.0647	1.0319
0.1858	4.8986	1450	0.9096	0.7793	0.9096	0.9537
0.1858	4.9054	1452	0.7704	0.7983	0.7704	0.8777
0.1858	4.9122	1454	0.7490	0.7983	0.7490	0.8654
0.1858	4.9189	1456	0.8055	0.7875	0.8055	0.8975
0.1858	4.9257	1458	0.8748	0.7756	0.8748	0.9353
0.1858	4.9324	1460	0.9446	0.7845	0.9446	0.9719
0.1858	4.9392	1462	0.9736	0.7845	0.9736	0.9867
0.1858	4.9459	1464	0.9363	0.7845	0.9363	0.9676
0.1858	4.9527	1466	0.8767	0.7517	0.8767	0.9363
0.1858	4.9595	1468	0.7630	0.7979	0.7630	0.8735
0.1858	4.9662	1470	0.7159	0.7875	0.7159	0.8461
0.1858	4.9730	1472	0.7031	0.8094	0.7031	0.8385
0.1858	4.9797	1474	0.7746	0.7979	0.7746	0.8801
0.1858	4.9865	1476	0.7935	0.7517	0.7935	0.8908
0.1858	4.9932	1478	0.7904	0.7517	0.7904	0.8890
0.1858	5.0	1480	0.7350	0.8094	0.7350	0.8573
0.1858	5.0068	1482	0.7425	0.8094	0.7425	0.8617
0.1858	5.0135	1484	0.8460	0.7517	0.8460	0.9198
0.1858	5.0203	1486	0.9939	0.7517	0.9939	0.9969
0.1858	5.0270	1488	1.0656	0.7513	1.0656	1.0323
0.1858	5.0338	1490	1.0575	0.7692	1.0575	1.0284
0.1858	5.0405	1492	0.9821	0.7517	0.9821	0.9910
0.1858	5.0473	1494	0.8913	0.7517	0.8913	0.9441
0.1858	5.0541	1496	0.9118	0.7517	0.9118	0.9549
0.1858	5.0608	1498	0.9480	0.7517	0.9480	0.9737
0.12	5.0676	1500	0.9935	0.7157	0.9935	0.9967
0.12	5.0743	1502	0.9765	0.7157	0.9765	0.9882
0.12	5.0811	1504	0.9175	0.6982	0.9175	0.9579
0.12	5.0878	1506	0.9286	0.7157	0.9286	0.9636
0.12	5.0946	1508	0.9159	0.7157	0.9159	0.9570
0.12	5.1014	1510	0.9007	0.7157	0.9007	0.9491
0.12	5.1081	1512	0.9383	0.7157	0.9383	0.9686
0.12	5.1149	1514	1.0070	0.7157	1.0070	1.0035
0.12	5.1216	1516	1.0541	0.6977	1.0541	1.0267
0.12	5.1284	1518	1.0271	0.6977	1.0271	1.0134
0.12	5.1351	1520	0.9261	0.7709	0.9261	0.9623
0.12	5.1419	1522	0.8065	0.8094	0.8065	0.8981
0.12	5.1486	1524	0.7525	0.8094	0.7525	0.8675
0.12	5.1554	1526	0.7045	0.7983	0.7045	0.8393
0.12	5.1622	1528	0.7392	0.7983	0.7392	0.8597
0.12	5.1689	1530	0.8131	0.7521	0.8131	0.9017
0.12	5.1757	1532	0.9135	0.7845	0.9135	0.9558
0.12	5.1824	1534	1.0426	0.7842	1.0426	1.0211
0.12	5.1892	1536	1.1742	0.7338	1.1742	1.0836
0.12	5.1959	1538	1.2968	0.7071	1.2968	1.1388
0.12	5.2027	1540	1.2673	0.6740	1.2673	1.1258
0.12	5.2095	1542	1.1420	0.7047	1.1420	1.0686
0.12	5.2162	1544	1.0392	0.7603	1.0392	1.0194
0.12	5.2230	1546	0.8965	0.8215	0.8965	0.9468
0.12	5.2297	1548	0.8458	0.8215	0.8458	0.9197
0.12	5.2365	1550	0.8835	0.8215	0.8835	0.9399
0.12	5.2432	1552	0.9699	0.7709	0.9699	0.9848
0.12	5.25	1554	1.0205	0.7789	1.0205	1.0102
0.12	5.2568	1556	1.0188	0.7789	1.0188	1.0094
0.12	5.2635	1558	1.0118	0.7692	1.0118	1.0059
0.12	5.2703	1560	0.9274	0.7845	0.9274	0.9630
0.12	5.2770	1562	0.8264	0.7354	0.8264	0.9090
0.12	5.2838	1564	0.7996	0.7354	0.7996	0.8942
0.12	5.2905	1566	0.7570	0.7879	0.7570	0.8700
0.12	5.2973	1568	0.7640	0.7879	0.7640	0.8741
0.12	5.3041	1570	0.8448	0.7602	0.8448	0.9191
0.12	5.3108	1572	1.0011	0.8009	1.0011	1.0006
0.12	5.3176	1574	1.0786	0.8009	1.0786	1.0385
0.12	5.3243	1576	1.0456	0.8009	1.0456	1.0225
0.12	5.3311	1578	0.9949	0.8009	0.9949	0.9975
0.12	5.3378	1580	0.9008	0.7602	0.9008	0.9491
0.12	5.3446	1582	0.8445	0.8051	0.8445	0.9190
0.12	5.3514	1584	0.8325	0.8051	0.8325	0.9124
0.12	5.3581	1586	0.8544	0.8051	0.8544	0.9243
0.12	5.3649	1588	0.9018	0.8051	0.9018	0.9496
0.12	5.3716	1590	0.8829	0.8051	0.8829	0.9396
0.12	5.3784	1592	0.8918	0.8051	0.8918	0.9444
0.12	5.3851	1594	0.8314	0.7779	0.8314	0.9118
0.12	5.3919	1596	0.7344	0.7689	0.7344	0.8570
0.12	5.3986	1598	0.7107	0.79	0.7107	0.8430
0.12	5.4054	1600	0.7423	0.7689	0.7423	0.8616
0.12	5.4122	1602	0.8197	0.8079	0.8197	0.9054
0.12	5.4189	1604	0.9636	0.8009	0.9636	0.9816
0.12	5.4257	1606	1.0366	0.8009	1.0366	1.0181
0.12	5.4324	1608	1.0210	0.8009	1.0210	1.0104
0.12	5.4392	1610	0.9401	0.8009	0.9401	0.9696
0.12	5.4459	1612	0.9126	0.7602	0.9126	0.9553
0.12	5.4527	1614	0.9427	0.7602	0.9427	0.9710
0.12	5.4595	1616	0.9892	0.7513	0.9892	0.9946
0.12	5.4662	1618	0.9407	0.7429	0.9407	0.9699
0.12	5.4730	1620	0.8924	0.7872	0.8924	0.9447
0.12	5.4797	1622	0.9273	0.7429	0.9273	0.9630
0.12	5.4865	1624	1.0016	0.7429	1.0016	1.0008
0.12	5.4932	1626	1.1571	0.7047	1.1571	1.0757
0.12	5.5	1628	1.3260	0.6610	1.3260	1.1515
0.12	5.5068	1630	1.4143	0.6610	1.4143	1.1892
0.12	5.5135	1632	1.4259	0.6610	1.4259	1.1941
0.12	5.5203	1634	1.3778	0.6610	1.3778	1.1738
0.12	5.5270	1636	1.2660	0.6161	1.2660	1.1252
0.12	5.5338	1638	1.1189	0.7211	1.1189	1.0578
0.12	5.5405	1640	1.0091	0.7511	1.0091	1.0045
0.12	5.5473	1642	1.0011	0.7305	1.0011	1.0005
0.12	5.5541	1644	1.0260	0.7211	1.0260	1.0129
0.12	5.5608	1646	1.0942	0.7599	1.0942	1.0460
0.12	5.5676	1648	1.0915	0.7148	1.0915	1.0447
0.12	5.5743	1650	1.0987	0.7148	1.0987	1.0482
0.12	5.5811	1652	1.0212	0.7938	1.0212	1.0105
0.12	5.5878	1654	0.9526	0.7938	0.9526	0.9760
0.12	5.5946	1656	0.9889	0.7938	0.9889	0.9944
0.12	5.6014	1658	1.1195	0.7148	1.1195	1.0581
0.12	5.6081	1660	1.2848	0.7148	1.2848	1.1335
0.12	5.6149	1662	1.3020	0.7148	1.3020	1.1411
0.12	5.6216	1664	1.2107	0.7148	1.2107	1.1003
0.12	5.6284	1666	1.1263	0.7420	1.1263	1.0613
0.12	5.6351	1668	1.0214	0.7938	1.0214	1.0106
0.12	5.6419	1670	0.9794	0.7789	0.9794	0.9897
0.12	5.6486	1672	1.0030	0.7603	1.0030	1.0015
0.12	5.6554	1674	1.0256	0.7318	1.0256	1.0127
0.12	5.6622	1676	1.0234	0.7318	1.0234	1.0116
0.12	5.6689	1678	1.0886	0.6740	1.0886	1.0434
0.12	5.6757	1680	1.1592	0.6740	1.1592	1.0767
0.12	5.6824	1682	1.1840	0.6740	1.1840	1.0881
0.12	5.6892	1684	1.1650	0.6740	1.1650	1.0794
0.12	5.6959	1686	1.0481	0.7318	1.0481	1.0238
0.12	5.7027	1688	0.9012	0.8280	0.9012	0.9493
0.12	5.7095	1690	0.8557	0.8412	0.8557	0.9251
0.12	5.7162	1692	0.8799	0.8280	0.8799	0.9380
0.12	5.7230	1694	0.9783	0.7318	0.9783	0.9891
0.12	5.7297	1696	1.0537	0.7318	1.0537	1.0265
0.12	5.7365	1698	1.1047	0.6740	1.1047	1.0510
0.12	5.7432	1700	1.1718	0.7148	1.1718	1.0825
0.12	5.75	1702	1.2850	0.7148	1.2850	1.1336
0.12	5.7568	1704	1.3091	0.7148	1.3091	1.1441
0.12	5.7635	1706	1.2098	0.7148	1.2098	1.0999
0.12	5.7703	1708	1.1361	0.7684	1.1361	1.0659
0.12	5.7770	1710	1.0889	0.7684	1.0889	1.0435
0.12	5.7838	1712	1.1163	0.7684	1.1163	1.0566
0.12	5.7905	1714	1.1846	0.7148	1.1846	1.0884
0.12	5.7973	1716	1.1753	0.6740	1.1753	1.0841
0.12	5.8041	1718	1.0780	0.7318	1.0780	1.0383
0.12	5.8108	1720	0.9676	0.7511	0.9676	0.9837
0.12	5.8176	1722	0.9308	0.8011	0.9308	0.9648
0.12	5.8243	1724	0.9551	0.8011	0.9551	0.9773
0.12	5.8311	1726	1.0563	0.6740	1.0563	1.0278
0.12	5.8378	1728	1.1088	0.6740	1.1088	1.0530
0.12	5.8446	1730	1.1130	0.6740	1.1130	1.0550
0.12	5.8514	1732	1.1309	0.6740	1.1309	1.0635
0.12	5.8581	1734	1.0570	0.7234	1.0570	1.0281
0.12	5.8649	1736	1.0522	0.7692	1.0522	1.0257
0.12	5.8716	1738	1.1451	0.6740	1.1451	1.0701
0.12	5.8784	1740	1.2911	0.7071	1.2911	1.1362
0.12	5.8851	1742	1.3940	0.7333	1.3940	1.1807
0.12	5.8919	1744	1.3486	0.6673	1.3486	1.1613
0.12	5.8986	1746	1.2173	0.6740	1.2173	1.1033
0.12	5.9054	1748	1.0298	0.7421	1.0298	1.0148
0.12	5.9122	1750	0.8893	0.7692	0.8893	0.9430
0.12	5.9189	1752	0.8480	0.7793	0.8480	0.9209
0.12	5.9257	1754	0.8828	0.8015	0.8828	0.9396
0.12	5.9324	1756	0.9767	0.7614	0.9767	0.9883
0.12	5.9392	1758	1.1147	0.6740	1.1147	1.0558
0.12	5.9459	1760	1.2538	0.6740	1.2538	1.1197
0.12	5.9527	1762	1.3697	0.6740	1.3697	1.1703
0.12	5.9595	1764	1.3715	0.6740	1.3715	1.1711
0.12	5.9662	1766	1.2787	0.6740	1.2787	1.1308
0.12	5.9730	1768	1.1293	0.6740	1.1293	1.0627
0.12	5.9797	1770	0.9863	0.7692	0.9863	0.9931
0.12	5.9865	1772	0.8930	0.7692	0.8930	0.9450
0.12	5.9932	1774	0.8907	0.7602	0.8907	0.9438
0.12	6.0	1776	0.8555	0.7602	0.8555	0.9249
0.12	6.0068	1778	0.8525	0.7602	0.8525	0.9233
0.12	6.0135	1780	0.8826	0.7602	0.8826	0.9395
0.12	6.0203	1782	0.8686	0.7602	0.8686	0.9320
0.12	6.0270	1784	0.9391	0.7602	0.9391	0.9691
0.12	6.0338	1786	1.0217	0.7513	1.0217	1.0108
0.12	6.0405	1788	1.0337	0.7513	1.0337	1.0167
0.12	6.0473	1790	1.0011	0.7513	1.0011	1.0006
0.12	6.0541	1792	1.0600	0.7603	1.0600	1.0295
0.12	6.0608	1794	1.0767	0.7318	1.0767	1.0376
0.12	6.0676	1796	1.0191	0.7412	1.0191	1.0095
0.12	6.0743	1798	0.9314	0.7929	0.9314	0.9651
0.12	6.0811	1800	0.8906	0.8138	0.8906	0.9437
0.12	6.0878	1802	0.9160	0.8138	0.9160	0.9571
0.12	6.0946	1804	0.9458	0.7412	0.9458	0.9725
0.12	6.1014	1806	1.0517	0.7318	1.0517	1.0255
0.12	6.1081	1808	1.1764	0.7318	1.1764	1.0846
0.12	6.1149	1810	1.2654	0.6740	1.2654	1.1249
0.12	6.1216	1812	1.2645	0.6740	1.2645	1.1245
0.12	6.1284	1814	1.2226	0.6740	1.2226	1.1057
0.12	6.1351	1816	1.1522	0.7318	1.1522	1.0734
0.12	6.1419	1818	1.0693	0.7318	1.0693	1.0341
0.12	6.1486	1820	1.0110	0.7810	1.0110	1.0055
0.12	6.1554	1822	0.9958	0.7810	0.9958	0.9979
0.12	6.1622	1824	1.0245	0.7810	1.0245	1.0122
0.12	6.1689	1826	1.0578	0.7318	1.0578	1.0285
0.12	6.1757	1828	1.1398	0.7318	1.1398	1.0676
0.12	6.1824	1830	1.1448	0.7318	1.1448	1.0700
0.12	6.1892	1832	1.0859	0.7318	1.0859	1.0421
0.12	6.1959	1834	1.0051	0.7318	1.0051	1.0025
0.12	6.2027	1836	0.9268	0.7318	0.9268	0.9627
0.12	6.2095	1838	0.9193	0.7318	0.9193	0.9588
0.12	6.2162	1840	0.9468	0.7318	0.9468	0.9730
0.12	6.2230	1842	1.0357	0.7318	1.0357	1.0177
0.12	6.2297	1844	1.1106	0.7318	1.1106	1.0539
0.12	6.2365	1846	1.1769	0.7318	1.1769	1.0848
0.12	6.2432	1848	1.2583	0.6740	1.2583	1.1217
0.12	6.25	1850	1.2700	0.6740	1.2700	1.1269
0.12	6.2568	1852	1.2190	0.6740	1.2190	1.1041
0.12	6.2635	1854	1.0938	0.7318	1.0938	1.0459
0.12	6.2703	1856	0.9771	0.7810	0.9771	0.9885
0.12	6.2770	1858	0.8796	0.8138	0.8796	0.9379
0.12	6.2838	1860	0.8563	0.8138	0.8563	0.9254
0.12	6.2905	1862	0.8769	0.8138	0.8769	0.9364
0.12	6.2973	1864	0.9233	0.7511	0.9233	0.9609
0.12	6.3041	1866	1.0139	0.7318	1.0139	1.0069
0.12	6.3108	1868	1.0602	0.7318	1.0602	1.0296
0.12	6.3176	1870	1.0595	0.7318	1.0595	1.0293
0.12	6.3243	1872	1.0398	0.7318	1.0398	1.0197
0.12	6.3311	1874	1.0132	0.7234	1.0132	1.0066
0.12	6.3378	1876	0.9402	0.7421	0.9402	0.9696
0.12	6.3446	1878	0.8897	0.7898	0.8897	0.9432
0.12	6.3514	1880	0.9122	0.7898	0.9122	0.9551
0.12	6.3581	1882	1.0099	0.7234	1.0099	1.0049
0.12	6.3649	1884	1.1247	0.6678	1.1247	1.0605
0.12	6.3716	1886	1.2134	0.7148	1.2134	1.1016
0.12	6.3784	1888	1.2369	0.7148	1.2369	1.1122
0.12	6.3851	1890	1.1746	0.7148	1.1746	1.0838
0.12	6.3919	1892	1.0381	0.6678	1.0381	1.0189
0.12	6.3986	1894	0.9717	0.7898	0.9717	0.9857
0.12	6.4054	1896	0.9332	0.8015	0.9332	0.9660
0.12	6.4122	1898	0.9493	0.8015	0.9493	0.9743
0.12	6.4189	1900	0.9353	0.8015	0.9353	0.9671
0.12	6.4257	1902	0.9556	0.8015	0.9556	0.9776
0.12	6.4324	1904	1.0144	0.6678	1.0144	1.0072
0.12	6.4392	1906	1.0424	0.6678	1.0424	1.0210
0.12	6.4459	1908	1.0923	0.6678	1.0923	1.0451
0.12	6.4527	1910	1.0841	0.6678	1.0841	1.0412
0.12	6.4595	1912	1.0204	0.7234	1.0204	1.0102
0.12	6.4662	1914	0.9795	0.7421	0.9795	0.9897
0.12	6.4730	1916	0.9570	0.7421	0.9570	0.9782
0.12	6.4797	1918	0.9704	0.7234	0.9704	0.9851
0.12	6.4865	1920	1.0368	0.6678	1.0368	1.0182
0.12	6.4932	1922	1.0482	0.6740	1.0482	1.0238
0.12	6.5	1924	1.0408	0.6740	1.0408	1.0202
0.12	6.5068	1926	1.0353	0.6740	1.0353	1.0175
0.12	6.5135	1928	1.0253	0.6740	1.0253	1.0126
0.12	6.5203	1930	1.0390	0.6740	1.0390	1.0193
0.12	6.5270	1932	1.0087	0.6678	1.0087	1.0044
0.12	6.5338	1934	0.9851	0.7239	0.9851	0.9925
0.12	6.5405	1936	0.9650	0.7239	0.9650	0.9823
0.12	6.5473	1938	0.9899	0.7239	0.9899	0.9950
0.12	6.5541	1940	1.0715	0.6740	1.0715	1.0351
0.12	6.5608	1942	1.1153	0.6740	1.1153	1.0561
0.12	6.5676	1944	1.1536	0.6740	1.1536	1.0741
0.12	6.5743	1946	1.1630	0.6740	1.1630	1.0784
0.12	6.5811	1948	1.1773	0.6740	1.1773	1.0850
0.12	6.5878	1950	1.1609	0.6812	1.1609	1.0775
0.12	6.5946	1952	1.1753	0.6812	1.1753	1.0841
0.12	6.6014	1954	1.2001	0.6740	1.2001	1.0955
0.12	6.6081	1956	1.2031	0.6740	1.2031	1.0969
0.12	6.6149	1958	1.2233	0.6740	1.2233	1.1060
0.12	6.6216	1960	1.2000	0.6740	1.2000	1.0954
0.12	6.6284	1962	1.1414	0.6740	1.1414	1.0684
0.12	6.6351	1964	1.0572	0.6740	1.0572	1.0282
0.12	6.6419	1966	0.9999	0.7234	0.9999	1.0000
0.12	6.6486	1968	0.9393	0.7239	0.9393	0.9692
0.12	6.6554	1970	0.9294	0.7517	0.9294	0.9640
0.12	6.6622	1972	0.9613	0.7510	0.9613	0.9804
0.12	6.6689	1974	1.0066	0.7594	1.0066	1.0033
0.12	6.6757	1976	1.0208	0.7594	1.0208	1.0103
0.12	6.6824	1978	0.9854	0.7594	0.9854	0.9927
0.12	6.6892	1980	0.9692	0.7594	0.9692	0.9845
0.12	6.6959	1982	0.9628	0.7594	0.9628	0.9812
0.12	6.7027	1984	0.9646	0.7594	0.9646	0.9821
0.12	6.7095	1986	1.0313	0.7594	1.0313	1.0155
0.12	6.7162	1988	1.0608	0.7076	1.0608	1.0299
0.12	6.7230	1990	1.0100	0.7594	1.0100	1.0050
0.12	6.7297	1992	0.9446	0.7815	0.9446	0.9719
0.12	6.7365	1994	0.9405	0.7815	0.9405	0.9698
0.12	6.7432	1996	0.9644	0.7815	0.9644	0.9820
0.12	6.75	1998	0.9894	0.7929	0.9894	0.9947
0.0865	6.7568	2000	1.0572	0.7318	1.0572	1.0282
0.0865	6.7635	2002	1.0841	0.7684	1.0841	1.0412
0.0865	6.7703	2004	1.0508	0.7684	1.0508	1.0251
0.0865	6.7770	2006	0.9650	0.7594	0.9650	0.9824
0.0865	6.7838	2008	0.9147	0.7842	0.9147	0.9564
0.0865	6.7905	2010	0.8670	0.7756	0.8670	0.9311
0.0865	6.7973	2012	0.8363	0.7756	0.8363	0.9145
0.0865	6.8041	2014	0.8093	0.7849	0.8093	0.8996
0.0865	6.8108	2016	0.8046	0.7849	0.8046	0.8970
0.0865	6.8176	2018	0.8019	0.7849	0.8019	0.8955
0.0865	6.8243	2020	0.8322	0.7849	0.8322	0.9123
0.0865	6.8311	2022	0.8728	0.7914	0.8728	0.9342
0.0865	6.8378	2024	0.8947	0.7768	0.8947	0.9459
0.0865	6.8446	2026	0.9118	0.7868	0.9118	0.9549
0.0865	6.8514	2028	0.8836	0.7819	0.8836	0.9400
0.0865	6.8581	2030	0.8543	0.7819	0.8543	0.9243
0.0865	6.8649	2032	0.8597	0.7819	0.8597	0.9272
0.0865	6.8716	2034	0.8706	0.7819	0.8706	0.9330
0.0865	6.8784	2036	0.9140	0.8138	0.9140	0.9560
0.0865	6.8851	2038	1.0000	0.7929	1.0000	1.0000
0.0865	6.8919	2040	1.0903	0.7684	1.0903	1.0442
0.0865	6.8986	2042	1.1308	0.7684	1.1308	1.0634
0.0865	6.9054	2044	1.0943	0.7684	1.0943	1.0461
0.0865	6.9122	2046	1.0358	0.7594	1.0358	1.0177
0.0865	6.9189	2048	0.9939	0.7752	0.9939	0.9969
0.0865	6.9257	2050	0.9901	0.7429	0.9901	0.9950
0.0865	6.9324	2052	1.0143	0.7429	1.0143	1.0071
0.0865	6.9392	2054	1.0494	0.7752	1.0494	1.0244
0.0865	6.9459	2056	1.0548	0.7429	1.0548	1.0270
0.0865	6.9527	2058	1.0281	0.7429	1.0281	1.0139
0.0865	6.9595	2060	1.0403	0.7429	1.0403	1.0200
0.0865	6.9662	2062	1.0733	0.7157	1.0733	1.0360
0.0865	6.9730	2064	1.0707	0.7157	1.0707	1.0348
0.0865	6.9797	2066	1.0403	0.7157	1.0403	1.0200
0.0865	6.9865	2068	0.9888	0.7157	0.9888	0.9944
0.0865	6.9932	2070	0.9506	0.7239	0.9506	0.9750
0.0865	7.0	2072	0.9629	0.7239	0.9629	0.9813
0.0865	7.0068	2074	0.9482	0.7239	0.9482	0.9737
0.0865	7.0135	2076	0.9496	0.7709	0.9496	0.9745
0.0865	7.0203	2078	0.9369	0.7709	0.9369	0.9679
0.0865	7.0270	2080	0.9515	0.7815	0.9515	0.9754
0.0865	7.0338	2082	0.9592	0.7815	0.9592	0.9794
0.0865	7.0405	2084	0.9748	0.7322	0.9748	0.9873
0.0865	7.0473	2086	1.0520	0.7322	1.0520	1.0257
0.0865	7.0541	2088	1.0831	0.7594	1.0831	1.0407
0.0865	7.0608	2090	1.0434	0.7594	1.0434	1.0215
0.0865	7.0676	2092	0.9518	0.7239	0.9518	0.9756
0.0865	7.0743	2094	0.8558	0.7521	0.8558	0.9251
0.0865	7.0811	2096	0.8316	0.7521	0.8316	0.9119
0.0865	7.0878	2098	0.8574	0.7849	0.8574	0.9260
0.0865	7.0946	2100	0.9324	0.7752	0.9324	0.9656
0.0865	7.1014	2102	1.0104	0.7507	1.0104	1.0052
0.0865	7.1081	2104	1.0585	0.7507	1.0585	1.0288
0.0865	7.1149	2106	1.0842	0.7507	1.0842	1.0412
0.0865	7.1216	2108	1.1424	0.7594	1.1424	1.0688
0.0865	7.1284	2110	1.1627	0.7594	1.1627	1.0783
0.0865	7.1351	2112	1.1282	0.7318	1.1282	1.0622
0.0865	7.1419	2114	1.0343	0.7705	1.0343	1.0170
0.0865	7.1486	2116	0.9422	0.7815	0.9422	0.9707
0.0865	7.1554	2118	0.9088	0.7815	0.9088	0.9533
0.0865	7.1622	2120	0.8918	0.8015	0.8918	0.9443
0.0865	7.1689	2122	0.9056	0.7815	0.9056	0.9516
0.0865	7.1757	2124	0.9106	0.7815	0.9106	0.9543
0.0865	7.1824	2126	0.9457	0.7815	0.9457	0.9725
0.0865	7.1892	2128	0.9570	0.7705	0.9570	0.9782
0.0865	7.1959	2130	0.9276	0.7607	0.9276	0.9631
0.0865	7.2027	2132	0.9016	0.8164	0.9016	0.9495
0.0865	7.2095	2134	0.8359	0.8164	0.8359	0.9143
0.0865	7.2162	2136	0.7580	0.7983	0.7580	0.8706
0.0865	7.2230	2138	0.7478	0.7983	0.7478	0.8647
0.0865	7.2297	2140	0.7817	0.7983	0.7817	0.8841
0.0865	7.2365	2142	0.8304	0.7521	0.8304	0.9113
0.0865	7.2432	2144	0.8769	0.7602	0.8769	0.9365
0.0865	7.25	2146	0.9382	0.7429	0.9382	0.9686
0.0865	7.2568	2148	0.9424	0.7752	0.9424	0.9708
0.0865	7.2635	2150	0.9763	0.7752	0.9763	0.9881
0.0865	7.2703	2152	1.0168	0.7513	1.0168	1.0084
0.0865	7.2770	2154	1.0133	0.7234	1.0133	1.0066
0.0865	7.2838	2156	0.9886	0.7234	0.9886	0.9943
0.0865	7.2905	2158	0.9372	0.7705	0.9372	0.9681
0.0865	7.2973	2160	0.8640	0.8015	0.8640	0.9295
0.0865	7.3041	2162	0.8323	0.7819	0.8323	0.9123
0.0865	7.3108	2164	0.8374	0.7819	0.8374	0.9151
0.0865	7.3176	2166	0.8610	0.7819	0.8610	0.9279
0.0865	7.3243	2168	0.9252	0.7815	0.9252	0.9619
0.0865	7.3311	2170	0.9915	0.7815	0.9915	0.9957
0.0865	7.3378	2172	1.0940	0.7705	1.0940	1.0460
0.0865	7.3446	2174	1.1822	0.7318	1.1822	1.0873
0.0865	7.3514	2176	1.2206	0.7684	1.2206	1.1048
0.0865	7.3581	2178	1.1823	0.7318	1.1823	1.0873
0.0865	7.3649	2180	1.1196	0.7234	1.1196	1.0581
0.0865	7.3716	2182	1.0635	0.7234	1.0635	1.0312
0.0865	7.3784	2184	1.0316	0.7234	1.0316	1.0157
0.0865	7.3851	2186	0.9919	0.7234	0.9919	0.9960
0.0865	7.3919	2188	0.9400	0.8284	0.9400	0.9695
0.0865	7.3986	2190	0.8982	0.7975	0.8982	0.9477
0.0865	7.4054	2192	0.9058	0.7975	0.9058	0.9517
0.0865	7.4122	2194	0.9320	0.8284	0.9320	0.9654
0.0865	7.4189	2196	0.9785	0.8284	0.9785	0.9892
0.0865	7.4257	2198	0.9840	0.8044	0.9840	0.9920
0.0865	7.4324	2200	0.9999	0.8044	0.9999	0.9999
0.0865	7.4392	2202	1.0289	0.8155	1.0289	1.0143
0.0865	7.4459	2204	1.0190	0.8155	1.0190	1.0095
0.0865	7.4527	2206	1.0022	0.8277	1.0022	1.0011
0.0865	7.4595	2208	0.9797	0.8158	0.9797	0.9898
0.0865	7.4662	2210	0.9697	0.8158	0.9697	0.9847
0.0865	7.4730	2212	0.9677	0.8158	0.9677	0.9837
0.0865	7.4797	2214	0.9810	0.8277	0.9810	0.9904
0.0865	7.4865	2216	1.0145	0.8277	1.0145	1.0072
0.0865	7.4932	2218	1.0083	0.8044	1.0083	1.0041
0.0865	7.5	2220	0.9601	0.8158	0.9601	0.9799
0.0865	7.5068	2222	0.9136	0.8581	0.9136	0.9558
0.0865	7.5135	2224	0.9020	0.8581	0.9020	0.9497
0.0865	7.5203	2226	0.9063	0.8581	0.9063	0.9520
0.0865	7.5270	2228	0.9487	0.8284	0.9487	0.9740
0.0865	7.5338	2230	0.9839	0.8284	0.9839	0.9919
0.0865	7.5405	2232	1.0116	0.7594	1.0116	1.0058
0.0865	7.5473	2234	1.0152	0.7594	1.0152	1.0076
0.0865	7.5541	2236	0.9983	0.7842	0.9983	0.9992
0.0865	7.5608	2238	1.0127	0.7594	1.0127	1.0063
0.0865	7.5676	2240	0.9926	0.7594	0.9926	0.9963
0.0865	7.5743	2242	0.9433	0.8009	0.9433	0.9712
0.0865	7.5811	2244	0.8909	0.7845	0.8909	0.9439
0.0865	7.5878	2246	0.8433	0.7849	0.8433	0.9183
0.0865	7.5946	2248	0.8213	0.7521	0.8213	0.9063
0.0865	7.6014	2250	0.8334	0.7521	0.8334	0.9129
0.0865	7.6081	2252	0.8735	0.7793	0.8735	0.9346
0.0865	7.6149	2254	0.9147	0.7793	0.9147	0.9564
0.0865	7.6216	2256	0.9485	0.7793	0.9485	0.9739
0.0865	7.6284	2258	0.9627	0.7793	0.9627	0.9812
0.0865	7.6351	2260	0.9714	0.7692	0.9714	0.9856
0.0865	7.6419	2262	0.9872	0.7234	0.9872	0.9936
0.0865	7.6486	2264	0.9692	0.7513	0.9692	0.9845
0.0865	7.6554	2266	0.9148	0.8283	0.9148	0.9565
0.0865	7.6622	2268	0.8833	0.8283	0.8833	0.9398
0.0865	7.6689	2270	0.8927	0.8283	0.8927	0.9449
0.0865	7.6757	2272	0.8741	0.8283	0.8741	0.9350
0.0865	7.6824	2274	0.8441	0.8164	0.8441	0.9188
0.0865	7.6892	2276	0.8169	0.8164	0.8169	0.9038
0.0865	7.6959	2278	0.7826	0.7983	0.7826	0.8847
0.0865	7.7027	2280	0.7538	0.7983	0.7538	0.8682
0.0865	7.7095	2282	0.7393	0.7983	0.7393	0.8598
0.0865	7.7162	2284	0.7613	0.7983	0.7613	0.8725
0.0865	7.7230	2286	0.7977	0.7983	0.7977	0.8931
0.0865	7.7297	2288	0.8344	0.8164	0.8344	0.9135
0.0865	7.7365	2290	0.8595	0.7602	0.8595	0.9271
0.0865	7.7432	2292	0.8539	0.7602	0.8539	0.9240
0.0865	7.75	2294	0.8355	0.7602	0.8355	0.9140
0.0865	7.7568	2296	0.8525	0.7602	0.8525	0.9233
0.0865	7.7635	2298	0.8599	0.7602	0.8599	0.9273
0.0865	7.7703	2300	0.8898	0.7602	0.8898	0.9433
0.0865	7.7770	2302	0.9310	0.7602	0.9310	0.9649
0.0865	7.7838	2304	0.9481	0.7692	0.9481	0.9737
0.0865	7.7905	2306	0.9728	0.7692	0.9728	0.9863
0.0865	7.7973	2308	0.9655	0.7692	0.9655	0.9826
0.0865	7.8041	2310	0.9392	0.7692	0.9392	0.9691
0.0865	7.8108	2312	0.9192	0.7692	0.9192	0.9588
0.0865	7.8176	2314	0.8997	0.7517	0.8997	0.9485
0.0865	7.8243	2316	0.9155	0.7517	0.9155	0.9568
0.0865	7.8311	2318	0.9549	0.7692	0.9549	0.9772
0.0865	7.8378	2320	1.0133	0.7842	1.0133	1.0066
0.0865	7.8446	2322	1.0383	0.7842	1.0383	1.0190
0.0865	7.8514	2324	1.0109	0.7513	1.0109	1.0054
0.0865	7.8581	2326	0.9821	0.7692	0.9821	0.9910
0.0865	7.8649	2328	0.9560	0.7517	0.9560	0.9778
0.0865	7.8716	2330	0.9312	0.7433	0.9312	0.9650
0.0865	7.8784	2332	0.9017	0.7433	0.9017	0.9496
0.0865	7.8851	2334	0.8809	0.7433	0.8809	0.9386
0.0865	7.8919	2336	0.8573	0.7433	0.8573	0.9259
0.0865	7.8986	2338	0.8799	0.7433	0.8799	0.9381
0.0865	7.9054	2340	0.8995	0.7433	0.8995	0.9484
0.0865	7.9122	2342	0.9367	0.7517	0.9367	0.9678
0.0865	7.9189	2344	0.9685	0.8009	0.9685	0.9841
0.0865	7.9257	2346	0.9750	0.8009	0.9750	0.9874
0.0865	7.9324	2348	0.9449	0.7692	0.9449	0.9721
0.0865	7.9392	2350	0.9140	0.7517	0.9140	0.9561
0.0865	7.9459	2352	0.8723	0.7433	0.8723	0.9340
0.0865	7.9527	2354	0.8475	0.7433	0.8475	0.9206
0.0865	7.9595	2356	0.8267	0.7521	0.8267	0.9092
0.0865	7.9662	2358	0.8283	0.7521	0.8283	0.9101
0.0865	7.9730	2360	0.8345	0.7521	0.8345	0.9135
0.0865	7.9797	2362	0.8653	0.7433	0.8653	0.9302
0.0865	7.9865	2364	0.8982	0.7602	0.8982	0.9477
0.0865	7.9932	2366	0.9115	0.7602	0.9115	0.9547
0.0865	8.0	2368	0.8986	0.7602	0.8986	0.9479
0.0865	8.0068	2370	0.8880	0.7602	0.8880	0.9423
0.0865	8.0135	2372	0.8822	0.7602	0.8822	0.9393
0.0865	8.0203	2374	0.8493	0.7433	0.8493	0.9216
0.0865	8.0270	2376	0.8299	0.7433	0.8299	0.9110
0.0865	8.0338	2378	0.8469	0.7433	0.8469	0.9202
0.0865	8.0405	2380	0.8658	0.7433	0.8658	0.9305
0.0865	8.0473	2382	0.8704	0.7602	0.8704	0.9329
0.0865	8.0541	2384	0.8571	0.7433	0.8571	0.9258
0.0865	8.0608	2386	0.8549	0.7433	0.8549	0.9246
0.0865	8.0676	2388	0.8593	0.7433	0.8593	0.9270
0.0865	8.0743	2390	0.8506	0.7433	0.8506	0.9223
0.0865	8.0811	2392	0.8576	0.7433	0.8576	0.9261
0.0865	8.0878	2394	0.8991	0.7692	0.8991	0.9482
0.0865	8.0946	2396	0.9329	0.7692	0.9329	0.9659
0.0865	8.1014	2398	0.9697	0.7789	0.9697	0.9847
0.0865	8.1081	2400	0.9772	0.7789	0.9772	0.9885
0.0865	8.1149	2402	0.9687	0.7789	0.9687	0.9842
0.0865	8.1216	2404	0.9433	0.7692	0.9433	0.9712
0.0865	8.1284	2406	0.8924	0.8161	0.8924	0.9447
0.0865	8.1351	2408	0.8407	0.8094	0.8407	0.9169
0.0865	8.1419	2410	0.8180	0.7801	0.8180	0.9044
0.0865	8.1486	2412	0.8262	0.7983	0.8262	0.9089
0.0865	8.1554	2414	0.8644	0.8161	0.8644	0.9298
0.0865	8.1622	2416	0.9015	0.7692	0.9015	0.9495
0.0865	8.1689	2418	0.9195	0.7692	0.9195	0.9589
0.0865	8.1757	2420	0.9066	0.7602	0.9066	0.9521
0.0865	8.1824	2422	0.8850	0.8051	0.8850	0.9408
0.0865	8.1892	2424	0.8479	0.8051	0.8479	0.9208
0.0865	8.1959	2426	0.8073	0.8164	0.8073	0.8985
0.0865	8.2027	2428	0.8038	0.8164	0.8038	0.8965
0.0865	8.2095	2430	0.8332	0.8164	0.8332	0.9128
0.0865	8.2162	2432	0.8903	0.8051	0.8903	0.9435
0.0865	8.2230	2434	0.9286	0.8161	0.9286	0.9637
0.0865	8.2297	2436	0.9469	0.8280	0.9469	0.9731
0.0865	8.2365	2438	0.9496	0.8011	0.9496	0.9745
0.0865	8.2432	2440	0.9402	0.8011	0.9402	0.9696
0.0865	8.25	2442	0.9509	0.8011	0.9509	0.9752
0.0865	8.2568	2444	0.9511	0.8011	0.9511	0.9752
0.0865	8.2635	2446	0.9865	0.8011	0.9865	0.9932
0.0865	8.2703	2448	1.0016	0.8011	1.0016	1.0008
0.0865	8.2770	2450	0.9863	0.8011	0.9863	0.9931
0.0865	8.2838	2452	0.9795	0.8011	0.9795	0.9897
0.0865	8.2905	2454	0.9572	0.8011	0.9572	0.9784
0.0865	8.2973	2456	0.9552	0.8011	0.9552	0.9773
0.0865	8.3041	2458	0.9627	0.7421	0.9627	0.9812
0.0865	8.3108	2460	0.9864	0.7421	0.9864	0.9932
0.0865	8.3176	2462	1.0324	0.7511	1.0324	1.0161
0.0865	8.3243	2464	1.0578	0.7789	1.0578	1.0285
0.0865	8.3311	2466	1.0418	0.8009	1.0418	1.0207
0.0865	8.3378	2468	1.0277	0.7914	1.0277	1.0138
0.0865	8.3446	2470	0.9934	0.7914	0.9934	0.9967
0.0865	8.3514	2472	0.9343	0.7914	0.9343	0.9666
0.0865	8.3581	2474	0.8925	0.7602	0.8925	0.9447
0.0865	8.3649	2476	0.8861	0.7602	0.8861	0.9413
0.0865	8.3716	2478	0.8808	0.7602	0.8808	0.9385
0.0865	8.3784	2480	0.8654	0.8051	0.8654	0.9303
0.0865	8.3851	2482	0.8694	0.8051	0.8694	0.9324
0.0865	8.3919	2484	0.8915	0.8051	0.8915	0.9442
0.0865	8.3986	2486	0.9007	0.8051	0.9007	0.9491
0.0865	8.4054	2488	0.9362	0.8161	0.9362	0.9676
0.0865	8.4122	2490	0.9916	0.7789	0.9916	0.9958
0.0865	8.4189	2492	1.0350	0.7318	1.0350	1.0173
0.0865	8.4257	2494	1.0531	0.7318	1.0531	1.0262
0.0865	8.4324	2496	1.0306	0.7318	1.0306	1.0152
0.0865	8.4392	2498	0.9785	0.8011	0.9785	0.9892
0.0637	8.4459	2500	0.9429	0.8280	0.9429	0.9711
0.0637	8.4527	2502	0.9260	0.8280	0.9260	0.9623
0.0637	8.4595	2504	0.8893	0.8051	0.8893	0.9430
0.0637	8.4662	2506	0.8703	0.8164	0.8703	0.9329
0.0637	8.4730	2508	0.8879	0.8051	0.8879	0.9423
0.0637	8.4797	2510	0.9176	0.7602	0.9176	0.9579
0.0637	8.4865	2512	0.9284	0.7602	0.9284	0.9635
0.0637	8.4932	2514	0.9094	0.7602	0.9094	0.9536
0.0637	8.5	2516	0.9030	0.7602	0.9030	0.9503
0.0637	8.5068	2518	0.9083	0.7602	0.9083	0.9530
0.0637	8.5135	2520	0.9426	0.7602	0.9426	0.9709
0.0637	8.5203	2522	0.9955	0.7789	0.9955	0.9977
0.0637	8.5270	2524	1.0415	0.7511	1.0415	1.0206
0.0637	8.5338	2526	1.0825	0.7318	1.0825	1.0404
0.0637	8.5405	2528	1.1028	0.7318	1.1028	1.0501
0.0637	8.5473	2530	1.0844	0.7318	1.0844	1.0413
0.0637	8.5541	2532	1.0437	0.7318	1.0437	1.0216
0.0637	8.5608	2534	1.0150	0.7511	1.0150	1.0075
0.0637	8.5676	2536	0.9885	0.7511	0.9885	0.9942
0.0637	8.5743	2538	0.9691	0.7511	0.9691	0.9844
0.0637	8.5811	2540	0.9464	0.8011	0.9464	0.9728
0.0637	8.5878	2542	0.9354	0.8011	0.9354	0.9672
0.0637	8.5946	2544	0.9412	0.8011	0.9412	0.9702
0.0637	8.6014	2546	0.9410	0.8011	0.9410	0.9701
0.0637	8.6081	2548	0.9412	0.8011	0.9412	0.9702
0.0637	8.6149	2550	0.9523	0.8011	0.9523	0.9759
0.0637	8.6216	2552	0.9877	0.8011	0.9877	0.9938
0.0637	8.6284	2554	1.0060	0.7318	1.0060	1.0030
0.0637	8.6351	2556	1.0307	0.7318	1.0307	1.0153
0.0637	8.6419	2558	1.0503	0.7318	1.0503	1.0248
0.0637	8.6486	2560	1.0407	0.7318	1.0407	1.0202
0.0637	8.6554	2562	1.0313	0.7318	1.0313	1.0155
0.0637	8.6622	2564	1.0028	0.7421	1.0028	1.0014
0.0637	8.6689	2566	0.9701	0.7421	0.9701	0.9850
0.0637	8.6757	2568	0.9208	0.7692	0.9208	0.9596
0.0637	8.6824	2570	0.8837	0.7602	0.8837	0.9400
0.0637	8.6892	2572	0.8822	0.7602	0.8822	0.9392
0.0637	8.6959	2574	0.8944	0.7602	0.8944	0.9457
0.0637	8.7027	2576	0.9010	0.7602	0.9010	0.9492
0.0637	8.7095	2578	0.9167	0.7692	0.9167	0.9575
0.0637	8.7162	2580	0.9383	0.7692	0.9383	0.9686
0.0637	8.7230	2582	0.9768	0.7421	0.9768	0.9884
0.0637	8.7297	2584	1.0291	0.7318	1.0291	1.0145
0.0637	8.7365	2586	1.0676	0.7318	1.0676	1.0333
0.0637	8.7432	2588	1.0762	0.7318	1.0762	1.0374
0.0637	8.75	2590	1.0681	0.7318	1.0681	1.0335
0.0637	8.7568	2592	1.0433	0.7318	1.0433	1.0214
0.0637	8.7635	2594	1.0290	0.7318	1.0290	1.0144
0.0637	8.7703	2596	1.0019	0.7511	1.0019	1.0009
0.0637	8.7770	2598	0.9835	0.7511	0.9835	0.9917
0.0637	8.7838	2600	0.9695	0.7511	0.9695	0.9846
0.0637	8.7905	2602	0.9706	0.7511	0.9706	0.9852
0.0637	8.7973	2604	0.9577	0.8011	0.9577	0.9786
0.0637	8.8041	2606	0.9586	0.8011	0.9586	0.9791
0.0637	8.8108	2608	0.9479	0.8011	0.9479	0.9736
0.0637	8.8176	2610	0.9447	0.8011	0.9447	0.9720
0.0637	8.8243	2612	0.9348	0.8011	0.9348	0.9668
0.0637	8.8311	2614	0.9427	0.8011	0.9427	0.9709
0.0637	8.8378	2616	0.9752	0.8011	0.9752	0.9875
0.0637	8.8446	2618	1.0111	0.7511	1.0111	1.0055
0.0637	8.8514	2620	1.0439	0.7318	1.0439	1.0217
0.0637	8.8581	2622	1.0783	0.7318	1.0783	1.0384
0.0637	8.8649	2624	1.0903	0.7318	1.0903	1.0442
0.0637	8.8716	2626	1.0745	0.7318	1.0745	1.0366
0.0637	8.8784	2628	1.0472	0.7318	1.0472	1.0233
0.0637	8.8851	2630	1.0006	0.7511	1.0006	1.0003
0.0637	8.8919	2632	0.9682	0.7511	0.9682	0.9840
0.0637	8.8986	2634	0.9368	0.7511	0.9368	0.9679
0.0637	8.9054	2636	0.9143	0.8011	0.9143	0.9562
0.0637	8.9122	2638	0.9114	0.8011	0.9114	0.9547
0.0637	8.9189	2640	0.9227	0.8011	0.9227	0.9606
0.0637	8.9257	2642	0.9502	0.8011	0.9502	0.9748
0.0637	8.9324	2644	0.9780	0.8011	0.9780	0.9889
0.0637	8.9392	2646	1.0087	0.7511	1.0087	1.0044
0.0637	8.9459	2648	1.0341	0.7318	1.0341	1.0169
0.0637	8.9527	2650	1.0457	0.7318	1.0457	1.0226
0.0637	8.9595	2652	1.0564	0.7318	1.0564	1.0278
0.0637	8.9662	2654	1.0573	0.7318	1.0573	1.0283
0.0637	8.9730	2656	1.0531	0.7318	1.0531	1.0262
0.0637	8.9797	2658	1.0362	0.7318	1.0362	1.0179
0.0637	8.9865	2660	1.0311	0.7318	1.0311	1.0154
0.0637	8.9932	2662	1.0179	0.7511	1.0179	1.0089
0.0637	9.0	2664	1.0051	0.8011	1.0051	1.0025
0.0637	9.0068	2666	0.9917	0.8011	0.9917	0.9959
0.0637	9.0135	2668	0.9655	0.8011	0.9655	0.9826
0.0637	9.0203	2670	0.9346	0.8011	0.9346	0.9668
0.0637	9.0270	2672	0.9071	0.8011	0.9071	0.9524
0.0637	9.0338	2674	0.8845	0.8138	0.8845	0.9405
0.0637	9.0405	2676	0.8838	0.8138	0.8838	0.9401
0.0637	9.0473	2678	0.8975	0.8011	0.8975	0.9474
0.0637	9.0541	2680	0.9269	0.8011	0.9269	0.9628
0.0637	9.0608	2682	0.9630	0.8011	0.9630	0.9813
0.0637	9.0676	2684	0.9852	0.8011	0.9852	0.9926
0.0637	9.0743	2686	0.9928	0.7810	0.9928	0.9964
0.0637	9.0811	2688	0.9997	0.7810	0.9997	0.9999
0.0637	9.0878	2690	0.9995	0.7810	0.9995	0.9998
0.0637	9.0946	2692	1.0021	0.7810	1.0021	1.0011
0.0637	9.1014	2694	1.0026	0.7810	1.0026	1.0013
0.0637	9.1081	2696	0.9973	0.8011	0.9973	0.9986
0.0637	9.1149	2698	0.9935	0.7511	0.9935	0.9968
0.0637	9.1216	2700	0.9931	0.7511	0.9931	0.9966
0.0637	9.1284	2702	1.0102	0.7511	1.0102	1.0051
0.0637	9.1351	2704	1.0339	0.7318	1.0339	1.0168
0.0637	9.1419	2706	1.0579	0.7318	1.0579	1.0286
0.0637	9.1486	2708	1.0805	0.7318	1.0805	1.0394
0.0637	9.1554	2710	1.0800	0.7318	1.0800	1.0393
0.0637	9.1622	2712	1.0629	0.7318	1.0629	1.0310
0.0637	9.1689	2714	1.0434	0.7318	1.0434	1.0215
0.0637	9.1757	2716	1.0262	0.7318	1.0262	1.0130
0.0637	9.1824	2718	1.0129	0.7511	1.0129	1.0064
0.0637	9.1892	2720	1.0030	0.7511	1.0030	1.0015
0.0637	9.1959	2722	1.0017	0.7511	1.0017	1.0009
0.0637	9.2027	2724	1.0127	0.7511	1.0127	1.0063
0.0637	9.2095	2726	1.0201	0.7318	1.0201	1.0100
0.0637	9.2162	2728	1.0179	0.7318	1.0179	1.0089
0.0637	9.2230	2730	1.0162	0.7318	1.0162	1.0081
0.0637	9.2297	2732	1.0235	0.7318	1.0235	1.0117
0.0637	9.2365	2734	1.0235	0.7318	1.0235	1.0117
0.0637	9.2432	2736	1.0084	0.7511	1.0084	1.0042
0.0637	9.25	2738	0.9886	0.7511	0.9886	0.9943
0.0637	9.2568	2740	0.9891	0.7511	0.9891	0.9945
0.0637	9.2635	2742	1.0052	0.7511	1.0052	1.0026
0.0637	9.2703	2744	1.0308	0.7318	1.0308	1.0153
0.0637	9.2770	2746	1.0475	0.7318	1.0475	1.0235
0.0637	9.2838	2748	1.0528	0.7318	1.0528	1.0260
0.0637	9.2905	2750	1.0553	0.7318	1.0553	1.0273
0.0637	9.2973	2752	1.0628	0.7318	1.0628	1.0309
0.0637	9.3041	2754	1.0731	0.7318	1.0731	1.0359
0.0637	9.3108	2756	1.0711	0.7318	1.0711	1.0349
0.0637	9.3176	2758	1.0611	0.7318	1.0611	1.0301
0.0637	9.3243	2760	1.0517	0.7318	1.0517	1.0255
0.0637	9.3311	2762	1.0395	0.7318	1.0395	1.0195
0.0637	9.3378	2764	1.0242	0.7318	1.0242	1.0120
0.0637	9.3446	2766	1.0139	0.7318	1.0139	1.0069
0.0637	9.3514	2768	1.0094	0.7511	1.0094	1.0047
0.0637	9.3581	2770	1.0093	0.7511	1.0093	1.0046
0.0637	9.3649	2772	0.9967	0.7511	0.9967	0.9984
0.0637	9.3716	2774	0.9771	0.7511	0.9771	0.9885
0.0637	9.3784	2776	0.9613	0.7511	0.9613	0.9805
0.0637	9.3851	2778	0.9580	0.7511	0.9580	0.9788
0.0637	9.3919	2780	0.9606	0.7511	0.9606	0.9801
0.0637	9.3986	2782	0.9639	0.7511	0.9639	0.9818
0.0637	9.4054	2784	0.9594	0.7511	0.9594	0.9795
0.0637	9.4122	2786	0.9652	0.7511	0.9652	0.9825
0.0637	9.4189	2788	0.9686	0.7511	0.9686	0.9842
0.0637	9.4257	2790	0.9645	0.7789	0.9645	0.9821
0.0637	9.4324	2792	0.9568	0.7789	0.9568	0.9782
0.0637	9.4392	2794	0.9491	0.7789	0.9491	0.9742
0.0637	9.4459	2796	0.9544	0.7789	0.9544	0.9769
0.0637	9.4527	2798	0.9539	0.7789	0.9539	0.9767
0.0637	9.4595	2800	0.9433	0.7789	0.9433	0.9712
0.0637	9.4662	2802	0.9398	0.7789	0.9398	0.9694
0.0637	9.4730	2804	0.9402	0.7789	0.9402	0.9696
0.0637	9.4797	2806	0.9460	0.7789	0.9460	0.9726
0.0637	9.4865	2808	0.9525	0.7511	0.9525	0.9759
0.0637	9.4932	2810	0.9507	0.7511	0.9507	0.9750
0.0637	9.5	2812	0.9487	0.7511	0.9487	0.9740
0.0637	9.5068	2814	0.9482	0.7511	0.9482	0.9737
0.0637	9.5135	2816	0.9538	0.7511	0.9538	0.9766
0.0637	9.5203	2818	0.9576	0.7511	0.9576	0.9786
0.0637	9.5270	2820	0.9713	0.7511	0.9713	0.9855
0.0637	9.5338	2822	0.9927	0.7511	0.9927	0.9963
0.0637	9.5405	2824	1.0081	0.7511	1.0081	1.0041
0.0637	9.5473	2826	1.0192	0.7511	1.0192	1.0096
0.0637	9.5541	2828	1.0305	0.7318	1.0305	1.0151
0.0637	9.5608	2830	1.0325	0.7318	1.0325	1.0161
0.0637	9.5676	2832	1.0247	0.7511	1.0247	1.0123
0.0637	9.5743	2834	1.0138	0.7511	1.0138	1.0069
0.0637	9.5811	2836	1.0015	0.7511	1.0015	1.0008
0.0637	9.5878	2838	0.9872	0.7511	0.9872	0.9936
0.0637	9.5946	2840	0.9714	0.7511	0.9714	0.9856
0.0637	9.6014	2842	0.9574	0.8011	0.9574	0.9785
0.0637	9.6081	2844	0.9509	0.8011	0.9509	0.9751
0.0637	9.6149	2846	0.9413	0.8011	0.9413	0.9702
0.0637	9.6216	2848	0.9344	0.8011	0.9344	0.9666
0.0637	9.6284	2850	0.9309	0.8011	0.9309	0.9648
0.0637	9.6351	2852	0.9302	0.8011	0.9302	0.9645
0.0637	9.6419	2854	0.9263	0.8011	0.9263	0.9625
0.0637	9.6486	2856	0.9289	0.8011	0.9289	0.9638
0.0637	9.6554	2858	0.9390	0.7511	0.9390	0.9690
0.0637	9.6622	2860	0.9465	0.7511	0.9465	0.9729
0.0637	9.6689	2862	0.9499	0.7511	0.9499	0.9746
0.0637	9.6757	2864	0.9514	0.7511	0.9514	0.9754
0.0637	9.6824	2866	0.9555	0.7511	0.9555	0.9775
0.0637	9.6892	2868	0.9569	0.7511	0.9569	0.9782
0.0637	9.6959	2870	0.9584	0.7511	0.9584	0.9790
0.0637	9.7027	2872	0.9563	0.7511	0.9563	0.9779
0.0637	9.7095	2874	0.9535	0.7511	0.9535	0.9765
0.0637	9.7162	2876	0.9507	0.7511	0.9507	0.9750
0.0637	9.7230	2878	0.9451	0.7511	0.9451	0.9722
0.0637	9.7297	2880	0.9417	0.7511	0.9417	0.9704
0.0637	9.7365	2882	0.9366	0.7511	0.9366	0.9678
0.0637	9.7432	2884	0.9376	0.8280	0.9376	0.9683
0.0637	9.75	2886	0.9438	0.8011	0.9438	0.9715
0.0637	9.7568	2888	0.9466	0.8280	0.9466	0.9729
0.0637	9.7635	2890	0.9504	0.7789	0.9504	0.9749
0.0637	9.7703	2892	0.9569	0.7789	0.9569	0.9782
0.0637	9.7770	2894	0.9607	0.7789	0.9607	0.9802
0.0637	9.7838	2896	0.9634	0.7789	0.9634	0.9815
0.0637	9.7905	2898	0.9653	0.7789	0.9653	0.9825
0.0637	9.7973	2900	0.9698	0.7511	0.9698	0.9848
0.0637	9.8041	2902	0.9735	0.7511	0.9735	0.9867
0.0637	9.8108	2904	0.9726	0.7511	0.9726	0.9862
0.0637	9.8176	2906	0.9734	0.7511	0.9734	0.9866
0.0637	9.8243	2908	0.9737	0.7511	0.9737	0.9868
0.0637	9.8311	2910	0.9753	0.7511	0.9753	0.9876
0.0637	9.8378	2912	0.9767	0.7511	0.9767	0.9883
0.0637	9.8446	2914	0.9796	0.7511	0.9796	0.9897
0.0637	9.8514	2916	0.9827	0.7511	0.9827	0.9913
0.0637	9.8581	2918	0.9862	0.7511	0.9862	0.9931
0.0637	9.8649	2920	0.9879	0.7511	0.9879	0.9940
0.0637	9.8716	2922	0.9882	0.7511	0.9882	0.9941
0.0637	9.8784	2924	0.9903	0.7511	0.9903	0.9951
0.0637	9.8851	2926	0.9909	0.7511	0.9909	0.9954
0.0637	9.8919	2928	0.9927	0.7511	0.9927	0.9963
0.0637	9.8986	2930	0.9945	0.7511	0.9945	0.9972
0.0637	9.9054	2932	0.9937	0.7511	0.9937	0.9968
0.0637	9.9122	2934	0.9912	0.7511	0.9912	0.9956
0.0637	9.9189	2936	0.9889	0.7511	0.9889	0.9944
0.0637	9.9257	2938	0.9873	0.7511	0.9873	0.9936
0.0637	9.9324	2940	0.9857	0.7511	0.9857	0.9928
0.0637	9.9392	2942	0.9853	0.7511	0.9853	0.9926
0.0637	9.9459	2944	0.9854	0.7511	0.9854	0.9927
0.0637	9.9527	2946	0.9862	0.7511	0.9862	0.9931
0.0637	9.9595	2948	0.9864	0.7511	0.9864	0.9932
0.0637	9.9662	2950	0.9862	0.7511	0.9862	0.9931
0.0637	9.9730	2952	0.9859	0.7511	0.9859	0.9929
0.0637	9.9797	2954	0.9854	0.7511	0.9854	0.9927
0.0637	9.9865	2956	0.9851	0.7511	0.9851	0.9925
0.0637	9.9932	2958	0.9847	0.7511	0.9847	0.9923
0.0637	10.0	2960	0.9845	0.7511	0.9845	0.9922

Framework versions

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