Arabic_FineTuningAraBERT_AugV0_k60_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: 0.8530
• Qwk: 0.6545
• Mse: 0.8530
• Rmse: 0.9236

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	0.0057	2	4.9312	0.0512	4.9312	2.2206
No log	0.0115	4	3.1241	0.1600	3.1241	1.7675
No log	0.0172	6	1.8540	0.2282	1.8540	1.3616
No log	0.0229	8	1.8640	0.0735	1.8640	1.3653
No log	0.0287	10	1.6472	0.0644	1.6472	1.2834
No log	0.0344	12	1.4112	0.0801	1.4112	1.1880
No log	0.0401	14	1.3576	0.2687	1.3576	1.1651
No log	0.0458	16	1.3681	0.2991	1.3681	1.1697
No log	0.0516	18	1.3750	0.2164	1.3750	1.1726
No log	0.0573	20	1.3801	0.2164	1.3801	1.1748
No log	0.0630	22	1.4757	0.0801	1.4757	1.2148
No log	0.0688	24	1.4635	0.0801	1.4635	1.2097
No log	0.0745	26	1.4170	0.1600	1.4170	1.1904
No log	0.0802	28	1.3803	0.2687	1.3803	1.1749
No log	0.0860	30	1.3456	0.1075	1.3456	1.1600
No log	0.0917	32	1.3597	0.0801	1.3597	1.1661
No log	0.0974	34	1.4994	0.0801	1.4994	1.2245
No log	0.1032	36	1.6808	0.0739	1.6808	1.2965
No log	0.1089	38	1.6828	0.0932	1.6828	1.2972
No log	0.1146	40	1.4576	0.3167	1.4576	1.2073
No log	0.1203	42	1.1893	0.3787	1.1893	1.0905
No log	0.1261	44	1.2000	0.4790	1.2000	1.0955
No log	0.1318	46	1.2667	0.4571	1.2667	1.1255
No log	0.1375	48	1.5956	0.2020	1.5956	1.2632
No log	0.1433	50	1.8380	0.2020	1.8380	1.3557
No log	0.1490	52	1.6597	0.2020	1.6597	1.2883
No log	0.1547	54	1.5708	0.1240	1.5708	1.2533
No log	0.1605	56	1.2313	0.3119	1.2313	1.1096
No log	0.1662	58	1.0865	0.4324	1.0865	1.0424
No log	0.1719	60	1.0406	0.3608	1.0406	1.0201
No log	0.1777	62	1.0592	0.4312	1.0592	1.0292
No log	0.1834	64	1.1269	0.3824	1.1269	1.0616
No log	0.1891	66	1.1140	0.5417	1.1140	1.0555
No log	0.1948	68	0.9828	0.6095	0.9828	0.9914
No log	0.2006	70	0.8908	0.5281	0.8908	0.9438
No log	0.2063	72	0.9447	0.4555	0.9447	0.9720
No log	0.2120	74	0.9667	0.4567	0.9667	0.9832
No log	0.2178	76	0.9826	0.4797	0.9826	0.9913
No log	0.2235	78	1.0272	0.5243	1.0272	1.0135
No log	0.2292	80	1.0115	0.5502	1.0115	1.0057
No log	0.2350	82	1.0175	0.5661	1.0175	1.0087
No log	0.2407	84	0.9985	0.5661	0.9985	0.9993
No log	0.2464	86	1.0156	0.5804	1.0156	1.0078
No log	0.2521	88	0.9596	0.5209	0.9596	0.9796
No log	0.2579	90	1.0153	0.5804	1.0153	1.0076
No log	0.2636	92	1.1582	0.4995	1.1582	1.0762
No log	0.2693	94	1.2785	0.4011	1.2785	1.1307
No log	0.2751	96	1.2767	0.4011	1.2767	1.1299
No log	0.2808	98	1.1481	0.4183	1.1481	1.0715
No log	0.2865	100	1.0461	0.4389	1.0461	1.0228
No log	0.2923	102	0.9850	0.6095	0.9850	0.9924
No log	0.2980	104	0.8988	0.6839	0.8988	0.9480
No log	0.3037	106	0.8874	0.6839	0.8874	0.9420
No log	0.3095	108	1.0186	0.5600	1.0186	1.0092
No log	0.3152	110	1.1629	0.4210	1.1629	1.0784
No log	0.3209	112	1.0588	0.5600	1.0588	1.0290
No log	0.3266	114	0.8684	0.7095	0.8684	0.9319
No log	0.3324	116	0.8986	0.6609	0.8986	0.9479
No log	0.3381	118	1.0787	0.4573	1.0787	1.0386
No log	0.3438	120	1.2450	0.4143	1.2450	1.1158
No log	0.3496	122	1.1883	0.3623	1.1883	1.0901
No log	0.3553	124	1.1380	0.3579	1.1380	1.0668
No log	0.3610	126	1.1928	0.3087	1.1928	1.0921
No log	0.3668	128	1.3107	0.3623	1.3107	1.1449
No log	0.3725	130	1.3315	0.3623	1.3315	1.1539
No log	0.3782	132	1.2474	0.3623	1.2474	1.1169
No log	0.3840	134	1.1268	0.3623	1.1268	1.0615
No log	0.3897	136	0.9988	0.4783	0.9988	0.9994
No log	0.3954	138	0.9619	0.4995	0.9619	0.9808
No log	0.4011	140	1.0513	0.4389	1.0513	1.0253
No log	0.4069	142	0.9563	0.5600	0.9563	0.9779
No log	0.4126	144	0.8804	0.6204	0.8804	0.9383
No log	0.4183	146	0.9445	0.6204	0.9445	0.9718
No log	0.4241	148	0.8772	0.6407	0.8772	0.9366
No log	0.4298	150	0.9427	0.6204	0.9427	0.9709
No log	0.4355	152	1.1134	0.4995	1.1134	1.0552
No log	0.4413	154	1.2915	0.3713	1.2915	1.1364
No log	0.4470	156	1.3066	0.4011	1.3066	1.1431
No log	0.4527	158	1.1204	0.3977	1.1204	1.0585
No log	0.4585	160	0.9523	0.6095	0.9523	0.9759
No log	0.4642	162	0.9345	0.6749	0.9345	0.9667
No log	0.4699	164	1.0313	0.4995	1.0313	1.0155
No log	0.4756	166	1.2187	0.4336	1.2187	1.1040
No log	0.4814	168	1.3054	0.3770	1.3054	1.1425
No log	0.4871	170	1.3263	0.3240	1.3263	1.1517
No log	0.4928	172	1.2325	0.2857	1.2325	1.1102
No log	0.4986	174	1.1265	0.2518	1.1265	1.0614
No log	0.5043	176	0.9847	0.4284	0.9847	0.9923
No log	0.5100	178	0.8740	0.6257	0.8740	0.9349
No log	0.5158	180	0.9049	0.5600	0.9049	0.9513
No log	0.5215	182	1.0511	0.4790	1.0511	1.0252
No log	0.5272	184	1.0954	0.4790	1.0954	1.0466
No log	0.5330	186	0.9717	0.4790	0.9717	0.9858
No log	0.5387	188	0.7679	0.6379	0.7679	0.8763
No log	0.5444	190	0.7902	0.7524	0.7902	0.8889
No log	0.5501	192	0.8362	0.6839	0.8362	0.9144
No log	0.5559	194	0.9138	0.5696	0.9138	0.9559
No log	0.5616	196	1.0648	0.3857	1.0648	1.0319
No log	0.5673	198	1.2367	0.3770	1.2367	1.1121
No log	0.5731	200	1.1939	0.4143	1.1939	1.0926
No log	0.5788	202	1.0213	0.4091	1.0213	1.0106
No log	0.5845	204	0.9227	0.5011	0.9227	0.9606
No log	0.5903	206	0.9186	0.5011	0.9186	0.9584
No log	0.5960	208	0.9401	0.5011	0.9401	0.9696
No log	0.6017	210	1.0849	0.4143	1.0849	1.0416
No log	0.6074	212	1.2304	0.3812	1.2304	1.1092
No log	0.6132	214	1.1924	0.3770	1.1924	1.0920
No log	0.6189	216	1.0783	0.4183	1.0783	1.0384
No log	0.6246	218	0.8590	0.6095	0.8590	0.9268
No log	0.6304	220	0.7856	0.5696	0.7856	0.8863
No log	0.6361	222	0.7907	0.6095	0.7907	0.8892
No log	0.6418	224	0.8210	0.6095	0.8210	0.9061
No log	0.6476	226	0.8167	0.6095	0.8167	0.9037
No log	0.6533	228	0.9172	0.5440	0.9172	0.9577
No log	0.6590	230	1.0679	0.4183	1.0679	1.0334
No log	0.6648	232	1.0164	0.4995	1.0164	1.0081
No log	0.6705	234	0.9170	0.5440	0.9170	0.9576
No log	0.6762	236	0.8636	0.5440	0.8636	0.9293
No log	0.6819	238	0.8300	0.5696	0.8300	0.9110
No log	0.6877	240	0.8514	0.6095	0.8514	0.9227
No log	0.6934	242	0.9240	0.5440	0.9240	0.9612
No log	0.6991	244	1.0325	0.4790	1.0325	1.0161
No log	0.7049	246	1.0685	0.4793	1.0685	1.0337
No log	0.7106	248	0.9301	0.6095	0.9301	0.9644
No log	0.7163	250	0.8606	0.5696	0.8606	0.9277
No log	0.7221	252	0.8077	0.6157	0.8077	0.8987
No log	0.7278	254	0.8204	0.6157	0.8204	0.9057
No log	0.7335	256	0.8705	0.5696	0.8705	0.9330
No log	0.7393	258	0.8924	0.5696	0.8924	0.9447
No log	0.7450	260	0.9447	0.5464	0.9447	0.9720
No log	0.7507	262	1.1062	0.4596	1.1062	1.0517
No log	0.7564	264	1.2126	0.4596	1.2126	1.1012
No log	0.7622	266	1.0380	0.4793	1.0380	1.0188
No log	0.7679	268	0.7557	0.5927	0.7557	0.8693
No log	0.7736	270	0.6709	0.6839	0.6709	0.8191
No log	0.7794	272	0.6748	0.7519	0.6748	0.8214
No log	0.7851	274	0.7322	0.6157	0.7322	0.8557
No log	0.7908	276	0.8673	0.5696	0.8673	0.9313
No log	0.7966	278	1.0652	0.4545	1.0652	1.0321
No log	0.8023	280	1.1271	0.4545	1.1271	1.0617
No log	0.8080	282	1.1916	0.4545	1.1916	1.0916
No log	0.8138	284	1.2127	0.4545	1.2127	1.1012
No log	0.8195	286	1.1361	0.4545	1.1361	1.0659
No log	0.8252	288	0.9947	0.5696	0.9947	0.9974
No log	0.8309	290	0.8517	0.5927	0.8517	0.9229
No log	0.8367	292	0.8014	0.6839	0.8014	0.8952
No log	0.8424	294	0.8031	0.5882	0.8031	0.8961
No log	0.8481	296	0.7992	0.6257	0.7992	0.8940
No log	0.8539	298	0.7511	0.6316	0.7511	0.8667
No log	0.8596	300	0.7497	0.6316	0.7497	0.8658
No log	0.8653	302	0.8344	0.6095	0.8344	0.9135
No log	0.8711	304	0.9817	0.5204	0.9817	0.9908
No log	0.8768	306	1.0780	0.4408	1.0780	1.0383
No log	0.8825	308	0.9570	0.5804	0.9570	0.9783
No log	0.8883	310	0.8012	0.6157	0.8012	0.8951
No log	0.8940	312	0.7932	0.6157	0.7932	0.8906
No log	0.8997	314	0.7987	0.6157	0.7987	0.8937
No log	0.9054	316	0.7711	0.6157	0.7711	0.8781
No log	0.9112	318	0.7717	0.6157	0.7717	0.8785
No log	0.9169	320	0.7741	0.5927	0.7741	0.8798
No log	0.9226	322	0.8041	0.5696	0.8041	0.8967
No log	0.9284	324	0.8951	0.5011	0.8951	0.9461
No log	0.9341	326	1.0805	0.4995	1.0805	1.0395
No log	0.9398	328	1.1801	0.3940	1.1801	1.0863
No log	0.9456	330	1.1186	0.4545	1.1186	1.0576
No log	0.9513	332	0.9851	0.4778	0.9851	0.9925
No log	0.9570	334	0.9540	0.5464	0.9540	0.9767
No log	0.9628	336	0.9495	0.5464	0.9495	0.9744
No log	0.9685	338	0.9640	0.5464	0.9640	0.9818
No log	0.9742	340	1.0456	0.4778	1.0456	1.0225
No log	0.9799	342	1.2435	0.3940	1.2435	1.1151
No log	0.9857	344	1.3214	0.3977	1.3214	1.1495
No log	0.9914	346	1.2500	0.3857	1.2500	1.1180
No log	0.9971	348	1.1983	0.3857	1.1983	1.0947
No log	1.0029	350	1.0714	0.4091	1.0714	1.0351
No log	1.0086	352	0.9466	0.6379	0.9466	0.9729
No log	1.0143	354	0.8862	0.6609	0.8862	0.9414
No log	1.0201	356	0.8421	0.6609	0.8421	0.9177
No log	1.0258	358	0.8981	0.5464	0.8981	0.9477
No log	1.0315	360	1.0056	0.4783	1.0056	1.0028
No log	1.0372	362	1.0421	0.4091	1.0421	1.0208
No log	1.0430	364	0.9838	0.4778	0.9838	0.9919
No log	1.0487	366	0.9915	0.4778	0.9915	0.9957
No log	1.0544	368	1.0732	0.4091	1.0732	1.0360
No log	1.0602	370	1.0791	0.4091	1.0791	1.0388
No log	1.0659	372	1.0869	0.4091	1.0869	1.0426
No log	1.0716	374	1.1630	0.3857	1.1630	1.0784
No log	1.0774	376	1.1985	0.3857	1.1985	1.0948
No log	1.0831	378	1.1568	0.4091	1.1568	1.0755
No log	1.0888	380	1.0750	0.4091	1.0750	1.0368
No log	1.0946	382	1.0263	0.4778	1.0263	1.0131
No log	1.1003	384	0.9443	0.5927	0.9443	0.9717
No log	1.1060	386	0.9152	0.5927	0.9152	0.9567
No log	1.1117	388	0.9539	0.5011	0.9539	0.9767
No log	1.1175	390	1.0585	0.4778	1.0585	1.0288
No log	1.1232	392	1.1901	0.4183	1.1901	1.0909
No log	1.1289	394	1.1643	0.4183	1.1643	1.0790
No log	1.1347	396	1.0357	0.4778	1.0357	1.0177
No log	1.1404	398	0.8646	0.6609	0.8646	0.9299
No log	1.1461	400	0.8080	0.6839	0.8080	0.8989
No log	1.1519	402	0.8347	0.6609	0.8347	0.9136
No log	1.1576	404	0.9489	0.5927	0.9489	0.9741
No log	1.1633	406	1.1061	0.4560	1.1061	1.0517
No log	1.1691	408	1.1581	0.4210	1.1581	1.0761
No log	1.1748	410	1.1195	0.4183	1.1195	1.0580
No log	1.1805	412	0.9855	0.5011	0.9855	0.9927
No log	1.1862	414	0.8258	0.6609	0.8258	0.9087
No log	1.1920	416	0.7350	0.6839	0.7350	0.8573
No log	1.1977	418	0.7186	0.7519	0.7186	0.8477
No log	1.2034	420	0.7301	0.6839	0.7301	0.8545
No log	1.2092	422	0.8144	0.6969	0.8144	0.9025
No log	1.2149	424	0.9346	0.5	0.9346	0.9668
No log	1.2206	426	0.9563	0.4786	0.9563	0.9779
No log	1.2264	428	0.8744	0.5927	0.8744	0.9351
No log	1.2321	430	0.8126	0.6609	0.8126	0.9015
No log	1.2378	432	0.7987	0.6839	0.7987	0.8937
No log	1.2436	434	0.8433	0.6609	0.8433	0.9183
No log	1.2493	436	0.8583	0.6609	0.8583	0.9264
No log	1.2550	438	0.8264	0.6609	0.8264	0.9090
No log	1.2607	440	0.8359	0.6379	0.8359	0.9143
No log	1.2665	442	0.9187	0.4778	0.9187	0.9585
No log	1.2722	444	0.9629	0.4155	0.9629	0.9813
No log	1.2779	446	1.0673	0.4799	1.0673	1.0331
No log	1.2837	448	1.1092	0.4799	1.1092	1.0532
No log	1.2894	450	1.0581	0.4210	1.0581	1.0286
No log	1.2951	452	0.8738	0.5417	0.8738	0.9348
No log	1.3009	454	0.7161	0.6379	0.7161	0.8463
No log	1.3066	456	0.7042	0.6609	0.7042	0.8391
No log	1.3123	458	0.7640	0.6379	0.7640	0.8741
No log	1.3181	460	0.9014	0.5464	0.9014	0.9494
No log	1.3238	462	1.0630	0.4155	1.0630	1.0310
No log	1.3295	464	1.1376	0.4183	1.1376	1.0666
No log	1.3352	466	1.1513	0.3940	1.1513	1.0730
No log	1.3410	468	1.0417	0.4091	1.0417	1.0206
No log	1.3467	470	0.9202	0.5464	0.9202	0.9593
No log	1.3524	472	0.8311	0.6379	0.8311	0.9117
No log	1.3582	474	0.8143	0.5984	0.8143	0.9024
No log	1.3639	476	0.8331	0.5743	0.8331	0.9127
No log	1.3696	478	0.8909	0.6379	0.8909	0.9439
No log	1.3754	480	0.9729	0.4778	0.9729	0.9864
No log	1.3811	482	1.0855	0.3857	1.0855	1.0419
No log	1.3868	484	1.1148	0.3940	1.1148	1.0558
No log	1.3926	486	1.1124	0.3977	1.1124	1.0547
No log	1.3983	488	1.0816	0.4585	1.0816	1.0400
No log	1.4040	490	0.9753	0.4348	0.9753	0.9876
No log	1.4097	492	0.8841	0.6609	0.8841	0.9403
No log	1.4155	494	0.8100	0.6609	0.8100	0.9000
No log	1.4212	496	0.7446	0.6839	0.7446	0.8629
No log	1.4269	498	0.6997	0.6839	0.6997	0.8365
0.3058	1.4327	500	0.6812	0.6839	0.6812	0.8253
0.3058	1.4384	502	0.7191	0.6839	0.7191	0.8480
0.3058	1.4441	504	0.8629	0.5011	0.8629	0.9289
0.3058	1.4499	506	1.0808	0.4585	1.0808	1.0396
0.3058	1.4556	508	1.2031	0.3770	1.2031	1.0968
0.3058	1.4613	510	1.1740	0.3770	1.1740	1.0835
0.3058	1.4670	512	1.0443	0.5217	1.0443	1.0219
0.3058	1.4728	514	0.9034	0.5464	0.9034	0.9505
0.3058	1.4785	516	0.8360	0.6379	0.8360	0.9143
0.3058	1.4842	518	0.8169	0.6609	0.8169	0.9038
0.3058	1.4900	520	0.8699	0.5417	0.8699	0.9327
0.3058	1.4957	522	1.0224	0.4790	1.0224	1.0112
0.3058	1.5014	524	1.0747	0.4793	1.0747	1.0367
0.3058	1.5072	526	1.0628	0.4793	1.0628	1.0309
0.3058	1.5129	528	0.8959	0.6154	0.8959	0.9465
0.3058	1.5186	530	0.7858	0.6407	0.7858	0.8865
0.3058	1.5244	532	0.7314	0.6407	0.7314	0.8552
0.3058	1.5301	534	0.7741	0.6407	0.7741	0.8798
0.3058	1.5358	536	0.9495	0.5376	0.9495	0.9744
0.3058	1.5415	538	1.0943	0.4793	1.0943	1.0461
0.3058	1.5473	540	1.1539	0.4793	1.1539	1.0742
0.3058	1.5530	542	1.1390	0.4793	1.1390	1.0672
0.3058	1.5587	544	1.0267	0.4790	1.0267	1.0133
0.3058	1.5645	546	0.8571	0.6149	0.8571	0.9258
0.3058	1.5702	548	0.8204	0.6379	0.8204	0.9058
0.3058	1.5759	550	0.8045	0.6609	0.8045	0.8970
0.3058	1.5817	552	0.8180	0.6379	0.8180	0.9044
0.3058	1.5874	554	0.8968	0.6149	0.8968	0.9470
0.3058	1.5931	556	0.9823	0.4786	0.9823	0.9911
0.3058	1.5989	558	1.0613	0.4790	1.0613	1.0302
0.3058	1.6046	560	1.0969	0.4790	1.0969	1.0473
0.3058	1.6103	562	1.0376	0.4790	1.0376	1.0186
0.3058	1.6160	564	0.9617	0.4790	0.9617	0.9806
0.3058	1.6218	566	0.9567	0.4790	0.9567	0.9781
0.3058	1.6275	568	1.0034	0.4790	1.0034	1.0017
0.3058	1.6332	570	1.1164	0.4790	1.1164	1.0566
0.3058	1.6390	572	1.1964	0.4183	1.1964	1.0938
0.3058	1.6447	574	1.2066	0.4091	1.2066	1.0985
0.3058	1.6504	576	1.1826	0.4091	1.1826	1.0875
0.3058	1.6562	578	1.0397	0.4781	1.0397	1.0197
0.3058	1.6619	580	0.8845	0.4781	0.8845	0.9405
0.3058	1.6676	582	0.8314	0.5035	0.8314	0.9118
0.3058	1.6734	584	0.8435	0.6379	0.8435	0.9184
0.3058	1.6791	586	0.8975	0.6149	0.8975	0.9474
0.3058	1.6848	588	0.9439	0.5005	0.9439	0.9715
0.3058	1.6905	590	0.9874	0.4790	0.9874	0.9937
0.3058	1.6963	592	1.1519	0.4793	1.1519	1.0733
0.3058	1.7020	594	1.1783	0.4793	1.1783	1.0855
0.3058	1.7077	596	1.0447	0.4790	1.0447	1.0221
0.3058	1.7135	598	0.8363	0.6149	0.8363	0.9145
0.3058	1.7192	600	0.7006	0.6617	0.7006	0.8370
0.3058	1.7249	602	0.6652	0.7631	0.6652	0.8156
0.3058	1.7307	604	0.6405	0.7631	0.6405	0.8003
0.3058	1.7364	606	0.6888	0.7014	0.6888	0.8300
0.3058	1.7421	608	0.7876	0.6257	0.7876	0.8875
0.3058	1.7479	610	0.8401	0.5396	0.8401	0.9166
0.3058	1.7536	612	0.7679	0.6257	0.7679	0.8763
0.3058	1.7593	614	0.6881	0.7194	0.6881	0.8295
0.3058	1.7650	616	0.6544	0.7631	0.6544	0.8090
0.3058	1.7708	618	0.6649	0.7631	0.6649	0.8154
0.3058	1.7765	620	0.6918	0.7844	0.6918	0.8317
0.3058	1.7822	622	0.7137	0.6839	0.7137	0.8448
0.3058	1.7880	624	0.7560	0.6609	0.7560	0.8695
0.3058	1.7937	626	0.8539	0.5464	0.8539	0.9241
0.3058	1.7994	628	1.0297	0.4778	1.0297	1.0147
0.3058	1.8052	630	1.1929	0.4778	1.1929	1.0922
0.3058	1.8109	632	1.2167	0.4786	1.2167	1.1030
0.3058	1.8166	634	1.1864	0.5217	1.1864	1.0892
0.3058	1.8223	636	1.1273	0.4778	1.1273	1.0618
0.3058	1.8281	638	1.0110	0.4778	1.0110	1.0055
0.3058	1.8338	640	0.8561	0.4778	0.8561	0.9252
0.3058	1.8395	642	0.8348	0.4778	0.8348	0.9137
0.3058	1.8453	644	0.9011	0.4778	0.9011	0.9493
0.3058	1.8510	646	1.1129	0.4790	1.1129	1.0549
0.3058	1.8567	648	1.3612	0.4043	1.3612	1.1667
0.3058	1.8625	650	1.4898	0.3039	1.4898	1.2206
0.3058	1.8682	652	1.4289	0.3478	1.4289	1.1954
0.3058	1.8739	654	1.2746	0.4790	1.2746	1.1290
0.3058	1.8797	656	1.0954	0.5217	1.0954	1.0466
0.3058	1.8854	658	0.9950	0.4778	0.9950	0.9975
0.3058	1.8911	660	0.9668	0.5464	0.9668	0.9833
0.3058	1.8968	662	0.9470	0.5464	0.9470	0.9731
0.3058	1.9026	664	0.8817	0.4539	0.8817	0.9390
0.3058	1.9083	666	0.8597	0.5502	0.8597	0.9272
0.3058	1.9140	668	0.8994	0.5464	0.8994	0.9484
0.3058	1.9198	670	0.9829	0.4778	0.9829	0.9914
0.3058	1.9255	672	0.9716	0.4778	0.9716	0.9857
0.3058	1.9312	674	0.8881	0.5417	0.8881	0.9424
0.3058	1.9370	676	0.8311	0.5396	0.8311	0.9116
0.3058	1.9427	678	0.8155	0.6204	0.8155	0.9030
0.3058	1.9484	680	0.6876	0.6740	0.6876	0.8292
0.3058	1.9542	682	0.5943	0.7515	0.5943	0.7709
0.3058	1.9599	684	0.5736	0.7933	0.5736	0.7573
0.3058	1.9656	686	0.5902	0.8215	0.5902	0.7682
0.3058	1.9713	688	0.6306	0.7412	0.6306	0.7941
0.3058	1.9771	690	0.7434	0.6934	0.7434	0.8622
0.3058	1.9828	692	0.8455	0.6740	0.8455	0.9195
0.3058	1.9885	694	0.8231	0.6934	0.8231	0.9073
0.3058	1.9943	696	0.7420	0.6934	0.7420	0.8614
0.3058	2.0	698	0.6644	0.7194	0.6644	0.8151
0.3058	2.0057	700	0.6181	0.7520	0.6181	0.7862
0.3058	2.0115	702	0.6150	0.7316	0.6150	0.7842
0.3058	2.0172	704	0.6454	0.7937	0.6454	0.8034
0.3058	2.0229	706	0.6554	0.7636	0.6554	0.8095
0.3058	2.0287	708	0.6228	0.7937	0.6228	0.7892
0.3058	2.0344	710	0.6169	0.7520	0.6169	0.7855
0.3058	2.0401	712	0.7428	0.6812	0.7428	0.8619
0.3058	2.0458	714	0.8860	0.6161	0.8860	0.9413
0.3058	2.0516	716	0.9138	0.6161	0.9138	0.9559
0.3058	2.0573	718	0.8124	0.6356	0.8124	0.9014
0.3058	2.0630	720	0.6393	0.7234	0.6393	0.7996
0.3058	2.0688	722	0.5189	0.8142	0.5189	0.7203
0.3058	2.0745	724	0.5130	0.7937	0.5130	0.7163
0.3058	2.0802	726	0.5147	0.7937	0.5147	0.7174
0.3058	2.0860	728	0.5184	0.7937	0.5184	0.7200
0.3058	2.0917	730	0.5890	0.7234	0.5890	0.7675
0.3058	2.0974	732	0.7466	0.6934	0.7466	0.8640
0.3058	2.1032	734	0.9809	0.5769	0.9809	0.9904
0.3058	2.1089	736	1.1215	0.4790	1.1215	1.0590
0.3058	2.1146	738	1.1519	0.4790	1.1519	1.0733
0.3058	2.1203	740	1.0668	0.4790	1.0668	1.0329
0.3058	2.1261	742	0.9210	0.4778	0.9210	0.9597
0.3058	2.1318	744	0.8454	0.6149	0.8454	0.9195
0.3058	2.1375	746	0.7658	0.6379	0.7658	0.8751
0.3058	2.1433	748	0.7297	0.6379	0.7297	0.8542
0.3058	2.1490	750	0.7390	0.6379	0.7390	0.8596
0.3058	2.1547	752	0.7850	0.6379	0.7850	0.8860
0.3058	2.1605	754	0.8821	0.5464	0.8821	0.9392
0.3058	2.1662	756	1.0212	0.4778	1.0212	1.0106
0.3058	2.1719	758	1.1672	0.4183	1.1672	1.0804
0.3058	2.1777	760	1.2198	0.4183	1.2198	1.1045
0.3058	2.1834	762	1.1676	0.4790	1.1676	1.0805
0.3058	2.1891	764	1.0757	0.4790	1.0757	1.0371
0.3058	2.1948	766	0.9634	0.5396	0.9634	0.9815
0.3058	2.2006	768	0.8866	0.5005	0.8866	0.9416
0.3058	2.2063	770	0.9076	0.5464	0.9076	0.9527
0.3058	2.2120	772	1.0017	0.4786	1.0017	1.0009
0.3058	2.2178	774	1.0550	0.4790	1.0550	1.0271
0.3058	2.2235	776	1.0069	0.4790	1.0069	1.0035
0.3058	2.2292	778	0.8560	0.5005	0.8560	0.9252
0.3058	2.2350	780	0.7953	0.6149	0.7953	0.8918
0.3058	2.2407	782	0.8038	0.6149	0.8038	0.8966
0.3058	2.2464	784	0.8568	0.6046	0.8568	0.9256
0.3058	2.2521	786	0.8347	0.6046	0.8347	0.9136
0.3058	2.2579	788	0.8792	0.6046	0.8792	0.9376
0.3058	2.2636	790	0.8515	0.6046	0.8515	0.9228
0.3058	2.2693	792	0.8437	0.6046	0.8437	0.9185
0.3058	2.2751	794	0.8798	0.6046	0.8798	0.9380
0.3058	2.2808	796	1.0422	0.5417	1.0422	1.0209
0.3058	2.2865	798	1.1605	0.4183	1.1605	1.0772
0.3058	2.2923	800	1.2473	0.4183	1.2473	1.1168
0.3058	2.2980	802	1.2691	0.4155	1.2691	1.1265
0.3058	2.3037	804	1.2440	0.4560	1.2440	1.1153
0.3058	2.3095	806	1.2089	0.4091	1.2089	1.0995
0.3058	2.3152	808	1.2244	0.3857	1.2244	1.1065
0.3058	2.3209	810	1.1902	0.3689	1.1902	1.0910
0.3058	2.3266	812	1.1538	0.3689	1.1538	1.0741
0.3058	2.3324	814	1.0839	0.4778	1.0839	1.0411
0.3058	2.3381	816	0.9846	0.4778	0.9846	0.9923
0.3058	2.3438	818	0.8790	0.6149	0.8790	0.9375
0.3058	2.3496	820	0.7922	0.6149	0.7922	0.8901
0.3058	2.3553	822	0.7809	0.6149	0.7809	0.8837
0.3058	2.3610	824	0.8184	0.5629	0.8184	0.9047
0.3058	2.3668	826	0.8785	0.5440	0.8785	0.9373
0.3058	2.3725	828	0.8952	0.5440	0.8952	0.9462
0.3058	2.3782	830	0.9113	0.5440	0.9113	0.9546
0.3058	2.3840	832	0.8804	0.5696	0.8804	0.9383
0.3058	2.3897	834	0.8723	0.6379	0.8723	0.9340
0.3058	2.3954	836	0.8720	0.5975	0.8720	0.9338
0.3058	2.4011	838	0.8632	0.5035	0.8632	0.9291
0.3058	2.4069	840	0.8775	0.5975	0.8775	0.9367
0.3058	2.4126	842	0.8884	0.5696	0.8884	0.9426
0.3058	2.4183	844	0.9088	0.6103	0.9088	0.9533
0.3058	2.4241	846	0.9500	0.5842	0.9500	0.9747
0.3058	2.4298	848	0.9217	0.5842	0.9217	0.9601
0.3058	2.4355	850	0.8458	0.6265	0.8458	0.9197
0.3058	2.4413	852	0.7636	0.7101	0.7636	0.8738
0.3058	2.4470	854	0.7639	0.7412	0.7639	0.8740
0.3058	2.4527	856	0.8021	0.6740	0.8021	0.8956
0.3058	2.4585	858	0.7870	0.6740	0.7870	0.8871
0.3058	2.4642	860	0.7230	0.6866	0.7230	0.8503
0.3058	2.4699	862	0.6627	0.7020	0.6627	0.8141
0.3058	2.4756	864	0.6631	0.7020	0.6631	0.8143
0.3058	2.4814	866	0.6766	0.7020	0.6766	0.8226
0.3058	2.4871	868	0.7187	0.6890	0.7187	0.8478
0.3058	2.4928	870	0.8375	0.6349	0.8375	0.9152
0.3058	2.4986	872	0.8962	0.5769	0.8962	0.9467
0.3058	2.5043	874	0.8996	0.5396	0.8996	0.9485
0.3058	2.5100	876	0.8798	0.6000	0.8798	0.9380
0.3058	2.5158	878	0.8994	0.4790	0.8994	0.9484
0.3058	2.5215	880	0.9845	0.4790	0.9845	0.9922
0.3058	2.5272	882	0.9725	0.4790	0.9725	0.9862
0.3058	2.5330	884	0.9595	0.4790	0.9595	0.9796
0.3058	2.5387	886	0.9558	0.4790	0.9558	0.9777
0.3058	2.5444	888	0.9766	0.4790	0.9766	0.9882
0.3058	2.5501	890	0.9246	0.4790	0.9246	0.9616
0.3058	2.5559	892	0.8915	0.4790	0.8915	0.9442
0.3058	2.5616	894	0.8788	0.5396	0.8788	0.9375
0.3058	2.5673	896	0.8615	0.6000	0.8615	0.9282
0.3058	2.5731	898	0.7844	0.6257	0.7844	0.8857
0.3058	2.5788	900	0.6982	0.6379	0.6982	0.8356
0.3058	2.5845	902	0.6490	0.6609	0.6490	0.8056
0.3058	2.5903	904	0.6154	0.6975	0.6154	0.7845
0.3058	2.5960	906	0.6381	0.6975	0.6381	0.7988
0.3058	2.6017	908	0.7757	0.5769	0.7757	0.8807
0.3058	2.6074	910	0.9275	0.5769	0.9275	0.9631
0.3058	2.6132	912	0.9376	0.5769	0.9376	0.9683
0.3058	2.6189	914	0.8126	0.5769	0.8126	0.9015
0.3058	2.6246	916	0.6251	0.6975	0.6251	0.7906
0.3058	2.6304	918	0.5491	0.7937	0.5491	0.7410
0.3058	2.6361	920	0.5358	0.7937	0.5358	0.7320
0.3058	2.6418	922	0.5670	0.7844	0.5670	0.7530
0.3058	2.6476	924	0.6434	0.6756	0.6434	0.8021
0.3058	2.6533	926	0.7517	0.6349	0.7517	0.8670
0.3058	2.6590	928	0.8614	0.5769	0.8614	0.9281
0.3058	2.6648	930	0.8127	0.6349	0.8127	0.9015
0.3058	2.6705	932	0.7308	0.6536	0.7308	0.8549
0.3058	2.6762	934	0.7062	0.6536	0.7062	0.8404
0.3058	2.6819	936	0.7291	0.6469	0.7291	0.8539
0.3058	2.6877	938	0.7839	0.6008	0.7839	0.8854
0.3058	2.6934	940	0.8747	0.5769	0.8747	0.9353
0.3058	2.6991	942	0.8966	0.5769	0.8966	0.9469
0.3058	2.7049	944	0.9918	0.5188	0.9918	0.9959
0.3058	2.7106	946	0.9808	0.4790	0.9808	0.9904
0.3058	2.7163	948	0.9172	0.5769	0.9172	0.9577
0.3058	2.7221	950	0.7733	0.6680	0.7733	0.8794
0.3058	2.7278	952	0.6484	0.7194	0.6484	0.8052
0.3058	2.7335	954	0.5706	0.7520	0.5706	0.7554
0.3058	2.7393	956	0.5264	0.7906	0.5264	0.7256
0.3058	2.7450	958	0.5200	0.7717	0.5200	0.7211
0.3058	2.7507	960	0.5205	0.7906	0.5205	0.7215
0.3058	2.7564	962	0.5378	0.8142	0.5378	0.7334
0.3058	2.7622	964	0.5824	0.7194	0.5824	0.7631
0.3058	2.7679	966	0.6520	0.6975	0.6520	0.8075
0.3058	2.7736	968	0.7366	0.6806	0.7366	0.8583
0.3058	2.7794	970	0.7849	0.6349	0.7849	0.8859
0.3058	2.7851	972	0.8459	0.5769	0.8459	0.9197
0.3058	2.7908	974	0.8562	0.5188	0.8562	0.9253
0.3058	2.7966	976	0.8702	0.5188	0.8702	0.9328
0.3058	2.8023	978	0.7698	0.6545	0.7698	0.8774
0.3058	2.8080	980	0.6604	0.7515	0.6604	0.8127
0.3058	2.8138	982	0.5933	0.7709	0.5933	0.7703
0.3058	2.8195	984	0.5630	0.8019	0.5630	0.7503
0.3058	2.8252	986	0.5569	0.8019	0.5569	0.7462
0.3058	2.8309	988	0.5747	0.8283	0.5747	0.7581
0.3058	2.8367	990	0.6621	0.7014	0.6621	0.8137
0.3058	2.8424	992	0.8432	0.5737	0.8432	0.9183
0.3058	2.8481	994	0.9741	0.5177	0.9741	0.9870
0.3058	2.8539	996	0.9954	0.5177	0.9954	0.9977
0.3058	2.8596	998	0.9545	0.5177	0.9545	0.9770
0.151	2.8653	1000	0.8508	0.5769	0.8508	0.9224
0.151	2.8711	1002	0.7929	0.6053	0.7929	0.8905
0.151	2.8768	1004	0.7594	0.6265	0.7594	0.8714
0.151	2.8825	1006	0.8224	0.5882	0.8224	0.9068
0.151	2.8883	1008	0.9378	0.5227	0.9378	0.9684
0.151	2.8940	1010	0.9838	0.5227	0.9838	0.9919
0.151	2.8997	1012	0.9535	0.5227	0.9535	0.9765
0.151	2.9054	1014	0.8854	0.5227	0.8854	0.9409
0.151	2.9112	1016	0.7974	0.5882	0.7974	0.8930
0.151	2.9169	1018	0.7271	0.6103	0.7271	0.8527
0.151	2.9226	1020	0.7076	0.6756	0.7076	0.8412
0.151	2.9284	1022	0.6748	0.6756	0.6748	0.8214
0.151	2.9341	1024	0.6543	0.6756	0.6543	0.8089
0.151	2.9398	1026	0.6790	0.6610	0.6790	0.8240
0.151	2.9456	1028	0.7195	0.6934	0.7195	0.8482
0.151	2.9513	1030	0.6671	0.7129	0.6671	0.8168
0.151	2.9570	1032	0.5947	0.7239	0.5947	0.7712
0.151	2.9628	1034	0.5429	0.8019	0.5429	0.7368
0.151	2.9685	1036	0.5402	0.7717	0.5402	0.7350
0.151	2.9742	1038	0.5603	0.8019	0.5603	0.7485
0.151	2.9799	1040	0.6023	0.7422	0.6023	0.7761
0.151	2.9857	1042	0.6514	0.7520	0.6514	0.8071
0.151	2.9914	1044	0.7285	0.7310	0.7285	0.8535
0.151	2.9971	1046	0.7792	0.5426	0.7792	0.8827
0.151	3.0029	1048	0.7692	0.5426	0.7692	0.8770
0.151	3.0086	1050	0.6819	0.7310	0.6819	0.8258
0.151	3.0143	1052	0.6480	0.7520	0.6480	0.8050
0.151	3.0201	1054	0.6753	0.6818	0.6753	0.8218
0.151	3.0258	1056	0.7473	0.6934	0.7473	0.8645
0.151	3.0315	1058	0.8281	0.6115	0.8281	0.9100
0.151	3.0372	1060	0.9086	0.5737	0.9086	0.9532
0.151	3.0430	1062	0.9581	0.5349	0.9581	0.9788
0.151	3.0487	1064	0.9193	0.5737	0.9193	0.9588
0.151	3.0544	1066	0.7802	0.6860	0.7802	0.8833
0.151	3.0602	1068	0.6142	0.7696	0.6142	0.7837
0.151	3.0659	1070	0.5355	0.7249	0.5355	0.7318
0.151	3.0716	1072	0.5291	0.7717	0.5291	0.7274
0.151	3.0774	1074	0.5341	0.7937	0.5341	0.7308
0.151	3.0831	1076	0.5384	0.8142	0.5384	0.7338
0.151	3.0888	1078	0.5674	0.7626	0.5674	0.7533
0.151	3.0946	1080	0.6053	0.6265	0.6053	0.7780
0.151	3.1003	1082	0.6606	0.6265	0.6606	0.8128
0.151	3.1060	1084	0.6852	0.6265	0.6852	0.8277
0.151	3.1117	1086	0.7456	0.6053	0.7456	0.8635
0.151	3.1175	1088	0.8215	0.5804	0.8215	0.9064
0.151	3.1232	1090	0.8228	0.5005	0.8228	0.9071
0.151	3.1289	1092	0.8322	0.5417	0.8322	0.9122
0.151	3.1347	1094	0.8968	0.5188	0.8968	0.9470
0.151	3.1404	1096	0.9786	0.4790	0.9786	0.9893
0.151	3.1461	1098	0.9061	0.5769	0.9061	0.9519
0.151	3.1519	1100	0.7746	0.6349	0.7746	0.8801
0.151	3.1576	1102	0.6771	0.6812	0.6771	0.8229
0.151	3.1633	1104	0.6173	0.6476	0.6173	0.7857
0.151	3.1691	1106	0.6098	0.7101	0.6098	0.7809
0.151	3.1748	1108	0.5929	0.7101	0.5929	0.7700
0.151	3.1805	1110	0.5718	0.7310	0.5718	0.7562
0.151	3.1862	1112	0.6151	0.7412	0.6151	0.7843
0.151	3.1920	1114	0.7774	0.6485	0.7774	0.8817
0.151	3.1977	1116	1.0038	0.5737	1.0038	1.0019
0.151	3.2034	1118	1.1388	0.4808	1.1388	1.0671
0.151	3.2092	1120	1.1102	0.5177	1.1102	1.0536
0.151	3.2149	1122	0.9590	0.5769	0.9590	0.9793
0.151	3.2206	1124	0.7654	0.6053	0.7654	0.8749
0.151	3.2264	1126	0.6694	0.6975	0.6694	0.8182
0.151	3.2321	1128	0.6371	0.6975	0.6371	0.7982
0.151	3.2378	1130	0.6316	0.7631	0.6316	0.7947
0.151	3.2436	1132	0.6387	0.7631	0.6387	0.7992
0.151	3.2493	1134	0.6450	0.7631	0.6450	0.8031
0.151	3.2550	1136	0.6635	0.7626	0.6635	0.8145
0.151	3.2607	1138	0.7287	0.6756	0.7287	0.8537
0.151	3.2665	1140	0.8093	0.6536	0.8093	0.8996
0.151	3.2722	1142	0.8637	0.6536	0.8637	0.9294
0.151	3.2779	1144	0.8427	0.6536	0.8427	0.9180
0.151	3.2837	1146	0.7851	0.6536	0.7851	0.8861
0.151	3.2894	1148	0.7477	0.6756	0.7477	0.8647
0.151	3.2951	1150	0.7618	0.5935	0.7618	0.8728
0.151	3.3009	1152	0.7843	0.5039	0.7843	0.8856
0.151	3.3066	1154	0.7825	0.6756	0.7825	0.8846
0.151	3.3123	1156	0.7761	0.6536	0.7761	0.8810
0.151	3.3181	1158	0.8053	0.6536	0.8053	0.8974
0.151	3.3238	1160	0.7943	0.6053	0.7943	0.8913
0.151	3.3295	1162	0.7564	0.6053	0.7564	0.8697
0.151	3.3352	1164	0.7301	0.6545	0.7301	0.8545
0.151	3.3410	1166	0.6582	0.6610	0.6582	0.8113
0.151	3.3467	1168	0.5759	0.6265	0.5759	0.7589
0.151	3.3524	1170	0.5416	0.7626	0.5416	0.7359
0.151	3.3582	1172	0.5412	0.7626	0.5412	0.7357
0.151	3.3639	1174	0.5797	0.6756	0.5797	0.7614
0.151	3.3696	1176	0.6636	0.6756	0.6636	0.8146
0.151	3.3754	1178	0.7975	0.6053	0.7975	0.8930
0.151	3.3811	1180	0.8710	0.5426	0.8710	0.9333
0.151	3.3868	1182	0.9403	0.5426	0.9403	0.9697
0.151	3.3926	1184	0.9623	0.4797	0.9623	0.9810
0.151	3.3983	1186	0.9286	0.4797	0.9286	0.9637
0.151	3.4040	1188	0.8579	0.5882	0.8579	0.9262
0.151	3.4097	1190	0.8086	0.6536	0.8086	0.8992
0.151	3.4155	1192	0.7836	0.6756	0.7836	0.8852
0.151	3.4212	1194	0.7641	0.6756	0.7641	0.8741
0.151	3.4269	1196	0.7552	0.6756	0.7552	0.8690
0.151	3.4327	1198	0.7264	0.6756	0.7264	0.8523
0.151	3.4384	1200	0.7287	0.6756	0.7287	0.8536
0.151	3.4441	1202	0.8013	0.6053	0.8013	0.8951
0.151	3.4499	1204	0.9464	0.5188	0.9464	0.9728
0.151	3.4556	1206	1.0416	0.5188	1.0416	1.0206
0.151	3.4613	1208	1.0496	0.5188	1.0496	1.0245
0.151	3.4670	1210	1.0033	0.5188	1.0033	1.0016
0.151	3.4728	1212	0.8581	0.6053	0.8581	0.9263
0.151	3.4785	1214	0.7998	0.6053	0.7998	0.8943
0.151	3.4842	1216	0.7246	0.6265	0.7246	0.8512
0.151	3.4900	1218	0.6522	0.7310	0.6522	0.8076
0.151	3.4957	1220	0.6233	0.7221	0.6233	0.7895
0.151	3.5014	1222	0.6463	0.7221	0.6463	0.8039
0.151	3.5072	1224	0.6570	0.7221	0.6570	0.8105
0.151	3.5129	1226	0.6784	0.7221	0.6784	0.8237
0.151	3.5186	1228	0.7019	0.7221	0.7019	0.8378
0.151	3.5244	1230	0.7134	0.7221	0.7134	0.8447
0.151	3.5301	1232	0.7430	0.7020	0.7430	0.8620
0.151	3.5358	1234	0.7589	0.6420	0.7589	0.8711
0.151	3.5415	1236	0.7144	0.7020	0.7144	0.8452
0.151	3.5473	1238	0.7198	0.7020	0.7198	0.8484
0.151	3.5530	1240	0.7021	0.7020	0.7021	0.8379
0.151	3.5587	1242	0.6623	0.7422	0.6623	0.8138
0.151	3.5645	1244	0.5923	0.7422	0.5923	0.7696
0.151	3.5702	1246	0.5674	0.7717	0.5674	0.7533
0.151	3.5759	1248	0.5698	0.7717	0.5698	0.7549
0.151	3.5817	1250	0.5538	0.7717	0.5538	0.7442
0.151	3.5874	1252	0.5456	0.8019	0.5456	0.7387
0.151	3.5931	1254	0.5635	0.8019	0.5635	0.7506
0.151	3.5989	1256	0.5872	0.7422	0.5872	0.7663
0.151	3.6046	1258	0.6653	0.7020	0.6653	0.8156
0.151	3.6103	1260	0.8002	0.6103	0.8002	0.8946
0.151	3.6160	1262	0.8785	0.5010	0.8785	0.9373
0.151	3.6218	1264	0.9141	0.48	0.9141	0.9561
0.151	3.6275	1266	0.8830	0.6103	0.8830	0.9397
0.151	3.6332	1268	0.7684	0.6103	0.7684	0.8766
0.151	3.6390	1270	0.7154	0.6686	0.7154	0.8458
0.151	3.6447	1272	0.7178	0.6686	0.7178	0.8473
0.151	3.6504	1274	0.6799	0.7020	0.6799	0.8246
0.151	3.6562	1276	0.6661	0.7020	0.6661	0.8161
0.151	3.6619	1278	0.7113	0.6686	0.7113	0.8434
0.151	3.6676	1280	0.7611	0.6265	0.7611	0.8724
0.151	3.6734	1282	0.7928	0.6265	0.7928	0.8904
0.151	3.6791	1284	0.7604	0.6756	0.7604	0.8720
0.151	3.6848	1286	0.7522	0.6756	0.7522	0.8673
0.151	3.6905	1288	0.7803	0.6265	0.7803	0.8833
0.151	3.6963	1290	0.7560	0.6265	0.7560	0.8695
0.151	3.7020	1292	0.6775	0.6756	0.6775	0.8231
0.151	3.7077	1294	0.6618	0.6975	0.6618	0.8135
0.151	3.7135	1296	0.6961	0.6265	0.6961	0.8343
0.151	3.7192	1298	0.7846	0.6610	0.7846	0.8858
0.151	3.7249	1300	0.9029	0.5965	0.9029	0.9502
0.151	3.7307	1302	0.9140	0.5965	0.9140	0.9561
0.151	3.7364	1304	0.8710	0.6545	0.8710	0.9333
0.151	3.7421	1306	0.8361	0.6545	0.8361	0.9144
0.151	3.7479	1308	0.7254	0.6265	0.7254	0.8517
0.151	3.7536	1310	0.6519	0.6265	0.6519	0.8074
0.151	3.7593	1312	0.6654	0.6265	0.6654	0.8157
0.151	3.7650	1314	0.7166	0.6265	0.7166	0.8466
0.151	3.7708	1316	0.8232	0.6610	0.8232	0.9073
0.151	3.7765	1318	0.8464	0.6053	0.8464	0.9200
0.151	3.7822	1320	0.8056	0.6265	0.8056	0.8975
0.151	3.7880	1322	0.7098	0.6265	0.7098	0.8425
0.151	3.7937	1324	0.6166	0.6756	0.6166	0.7852
0.151	3.7994	1326	0.5846	0.7626	0.5846	0.7646
0.151	3.8052	1328	0.5930	0.7626	0.5930	0.7700
0.151	3.8109	1330	0.6218	0.6756	0.6218	0.7886
0.151	3.8166	1332	0.6621	0.6756	0.6621	0.8137
0.151	3.8223	1334	0.7572	0.6265	0.7572	0.8702
0.151	3.8281	1336	0.8504	0.5426	0.8504	0.9222
0.151	3.8338	1338	0.8558	0.5426	0.8558	0.9251
0.151	3.8395	1340	0.8545	0.5426	0.8545	0.9244
0.151	3.8453	1342	0.7755	0.6053	0.7755	0.8807
0.151	3.8510	1344	0.7394	0.6265	0.7394	0.8599
0.151	3.8567	1346	0.7176	0.6265	0.7176	0.8471
0.151	3.8625	1348	0.7020	0.6610	0.7020	0.8378
0.151	3.8682	1350	0.7397	0.6610	0.7397	0.8600
0.151	3.8739	1352	0.7504	0.6545	0.7504	0.8663
0.151	3.8797	1354	0.8207	0.6545	0.8207	0.9060
0.151	3.8854	1356	0.8273	0.6545	0.8273	0.9096
0.151	3.8911	1358	0.8271	0.6545	0.8271	0.9095
0.151	3.8968	1360	0.8322	0.6545	0.8322	0.9122
0.151	3.9026	1362	0.7843	0.6545	0.7843	0.8856
0.151	3.9083	1364	0.7680	0.6545	0.7680	0.8764
0.151	3.9140	1366	0.7318	0.7123	0.7318	0.8555
0.151	3.9198	1368	0.7197	0.7123	0.7197	0.8484
0.151	3.9255	1370	0.7543	0.6545	0.7543	0.8685
0.151	3.9312	1372	0.8045	0.6545	0.8045	0.8969
0.151	3.9370	1374	0.7977	0.6545	0.7977	0.8931
0.151	3.9427	1376	0.7326	0.6545	0.7326	0.8559
0.151	3.9484	1378	0.7012	0.6545	0.7012	0.8374
0.151	3.9542	1380	0.6852	0.6610	0.6852	0.8278
0.151	3.9599	1382	0.7113	0.6610	0.7113	0.8434
0.151	3.9656	1384	0.7034	0.6610	0.7034	0.8387
0.151	3.9713	1386	0.7481	0.6265	0.7481	0.8649
0.151	3.9771	1388	0.8056	0.6610	0.8056	0.8975
0.151	3.9828	1390	0.7960	0.6265	0.7960	0.8922
0.151	3.9885	1392	0.7737	0.6265	0.7737	0.8796
0.151	3.9943	1394	0.7543	0.6265	0.7543	0.8685
0.151	4.0	1396	0.7390	0.6265	0.7390	0.8597
0.151	4.0057	1398	0.7528	0.6610	0.7528	0.8676
0.151	4.0115	1400	0.7435	0.6610	0.7435	0.8623
0.151	4.0172	1402	0.6933	0.6610	0.6933	0.8327
0.151	4.0229	1404	0.6585	0.6610	0.6585	0.8115
0.151	4.0287	1406	0.6352	0.7211	0.6352	0.7970
0.151	4.0344	1408	0.6382	0.7211	0.6382	0.7989
0.151	4.0401	1410	0.6004	0.6897	0.6004	0.7748
0.151	4.0458	1412	0.5854	0.6824	0.5854	0.7651
0.151	4.0516	1414	0.6081	0.6897	0.6081	0.7798
0.151	4.0573	1416	0.6690	0.6610	0.6690	0.8179
0.151	4.0630	1418	0.6946	0.6610	0.6946	0.8334
0.151	4.0688	1420	0.6848	0.7014	0.6848	0.8275
0.151	4.0745	1422	0.6820	0.7014	0.6820	0.8258
0.151	4.0802	1424	0.6897	0.7014	0.6897	0.8305
0.151	4.0860	1426	0.7326	0.6414	0.7326	0.8559
0.151	4.0917	1428	0.7275	0.6414	0.7275	0.8529
0.151	4.0974	1430	0.7026	0.6414	0.7026	0.8382
0.151	4.1032	1432	0.6882	0.6414	0.6882	0.8296
0.151	4.1089	1434	0.7014	0.6414	0.7014	0.8375
0.151	4.1146	1436	0.7441	0.6610	0.7441	0.8626
0.151	4.1203	1438	0.7654	0.6610	0.7654	0.8749
0.151	4.1261	1440	0.7676	0.6610	0.7676	0.8761
0.151	4.1318	1442	0.7815	0.6610	0.7815	0.8840
0.151	4.1375	1444	0.7771	0.6610	0.7771	0.8815
0.151	4.1433	1446	0.7988	0.6610	0.7988	0.8938
0.151	4.1490	1448	0.8267	0.6610	0.8267	0.9092
0.151	4.1547	1450	0.8249	0.6610	0.8249	0.9082
0.151	4.1605	1452	0.8171	0.6610	0.8171	0.9039
0.151	4.1662	1454	0.7573	0.6610	0.7573	0.8702
0.151	4.1719	1456	0.7388	0.6265	0.7388	0.8595
0.151	4.1777	1458	0.7566	0.6265	0.7566	0.8698
0.151	4.1834	1460	0.7441	0.6265	0.7441	0.8626
0.151	4.1891	1462	0.7539	0.6265	0.7539	0.8683
0.151	4.1948	1464	0.7821	0.6610	0.7821	0.8844
0.151	4.2006	1466	0.8457	0.6257	0.8457	0.9196
0.151	4.2063	1468	0.9308	0.6204	0.9308	0.9648
0.151	4.2120	1470	0.9596	0.6204	0.9596	0.9796
0.151	4.2178	1472	0.9298	0.6204	0.9298	0.9643
0.151	4.2235	1474	0.8862	0.6257	0.8862	0.9414
0.151	4.2292	1476	0.9067	0.6204	0.9067	0.9522
0.151	4.2350	1478	0.8598	0.6545	0.8598	0.9272
0.151	4.2407	1480	0.8139	0.6610	0.8139	0.9022
0.151	4.2464	1482	0.7716	0.6610	0.7716	0.8784
0.151	4.2521	1484	0.7535	0.6610	0.7535	0.8680
0.151	4.2579	1486	0.7345	0.6610	0.7345	0.8570
0.151	4.2636	1488	0.7578	0.6610	0.7578	0.8705
0.151	4.2693	1490	0.7455	0.6545	0.7455	0.8634
0.151	4.2751	1492	0.7274	0.6740	0.7274	0.8529
0.151	4.2808	1494	0.7183	0.6812	0.7183	0.8475
0.151	4.2865	1496	0.7684	0.6545	0.7684	0.8766
0.151	4.2923	1498	0.7852	0.6545	0.7852	0.8861
0.0925	4.2980	1500	0.7733	0.6545	0.7733	0.8794
0.0925	4.3037	1502	0.7272	0.6545	0.7272	0.8528
0.0925	4.3095	1504	0.7097	0.6610	0.7097	0.8424
0.0925	4.3152	1506	0.7099	0.6545	0.7099	0.8426
0.0925	4.3209	1508	0.7204	0.6545	0.7204	0.8488
0.0925	4.3266	1510	0.7360	0.6545	0.7360	0.8579
0.0925	4.3324	1512	0.7687	0.6545	0.7687	0.8768
0.0925	4.3381	1514	0.8249	0.6545	0.8249	0.9082
0.0925	4.3438	1516	0.8305	0.6545	0.8305	0.9113
0.0925	4.3496	1518	0.7917	0.6545	0.7917	0.8898
0.0925	4.3553	1520	0.7291	0.6545	0.7291	0.8539
0.0925	4.3610	1522	0.7141	0.6545	0.7141	0.8451
0.0925	4.3668	1524	0.7442	0.6545	0.7442	0.8627
0.0925	4.3725	1526	0.7026	0.6265	0.7026	0.8382
0.0925	4.3782	1528	0.6902	0.6265	0.6902	0.8308
0.0925	4.3840	1530	0.7285	0.6265	0.7285	0.8535
0.0925	4.3897	1532	0.7464	0.6265	0.7464	0.8639
0.0925	4.3954	1534	0.7013	0.6756	0.7013	0.8374
0.0925	4.4011	1536	0.6669	0.6756	0.6669	0.8166
0.0925	4.4069	1538	0.6598	0.6756	0.6598	0.8123
0.0925	4.4126	1540	0.6877	0.6756	0.6877	0.8293
0.0925	4.4183	1542	0.7277	0.6756	0.7277	0.8531
0.0925	4.4241	1544	0.7557	0.6756	0.7557	0.8693
0.0925	4.4298	1546	0.7506	0.6756	0.7506	0.8664
0.0925	4.4355	1548	0.7537	0.6756	0.7537	0.8681
0.0925	4.4413	1550	0.7650	0.6265	0.7650	0.8747
0.0925	4.4470	1552	0.7687	0.6265	0.7687	0.8768
0.0925	4.4527	1554	0.7106	0.6756	0.7106	0.8430
0.0925	4.4585	1556	0.6836	0.6756	0.6836	0.8268
0.0925	4.4642	1558	0.7172	0.6265	0.7172	0.8469
0.0925	4.4699	1560	0.7768	0.6265	0.7768	0.8813
0.0925	4.4756	1562	0.7810	0.6265	0.7810	0.8837
0.0925	4.4814	1564	0.7701	0.6265	0.7701	0.8775
0.0925	4.4871	1566	0.7315	0.6756	0.7315	0.8553
0.0925	4.4928	1568	0.6790	0.6756	0.6790	0.8240
0.0925	4.4986	1570	0.6563	0.7101	0.6563	0.8101
0.0925	4.5043	1572	0.6476	0.7020	0.6476	0.8047
0.0925	4.5100	1574	0.6306	0.7221	0.6306	0.7941
0.0925	4.5158	1576	0.6209	0.7310	0.6209	0.7880
0.0925	4.5215	1578	0.6335	0.6756	0.6335	0.7960
0.0925	4.5272	1580	0.6235	0.6756	0.6235	0.7896
0.0925	4.5330	1582	0.6268	0.6756	0.6268	0.7917
0.0925	4.5387	1584	0.6555	0.6756	0.6555	0.8097
0.0925	4.5444	1586	0.7106	0.6265	0.7106	0.8430
0.0925	4.5501	1588	0.8464	0.6545	0.8464	0.9200
0.0925	4.5559	1590	0.9379	0.5769	0.9379	0.9684
0.0925	4.5616	1592	0.9060	0.6545	0.9060	0.9519
0.0925	4.5673	1594	0.8011	0.6545	0.8011	0.8951
0.0925	4.5731	1596	0.7161	0.6545	0.7161	0.8462
0.0925	4.5788	1598	0.6859	0.6545	0.6859	0.8282
0.0925	4.5845	1600	0.6204	0.7333	0.6204	0.7876
0.0925	4.5903	1602	0.5469	0.7607	0.5469	0.7395
0.0925	4.5960	1604	0.5462	0.7607	0.5462	0.7390
0.0925	4.6017	1606	0.5886	0.7607	0.5886	0.7672
0.0925	4.6074	1608	0.7176	0.7417	0.7176	0.8471
0.0925	4.6132	1610	0.8697	0.6485	0.8697	0.9326
0.0925	4.6189	1612	0.9389	0.6071	0.9389	0.9690
0.0925	4.6246	1614	0.8940	0.6485	0.8940	0.9455
0.0925	4.6304	1616	0.8466	0.6545	0.8466	0.9201
0.0925	4.6361	1618	0.7689	0.6860	0.7689	0.8769
0.0925	4.6418	1620	0.6496	0.7513	0.6496	0.8060
0.0925	4.6476	1622	0.5782	0.7426	0.5782	0.7604
0.0925	4.6533	1624	0.5672	0.7139	0.5672	0.7531
0.0925	4.6590	1626	0.5971	0.7607	0.5971	0.7728
0.0925	4.6648	1628	0.6357	0.7421	0.6357	0.7973
0.0925	4.6705	1630	0.6609	0.6934	0.6609	0.8129
0.0925	4.6762	1632	0.7311	0.6545	0.7311	0.8550
0.0925	4.6819	1634	0.7975	0.6545	0.7975	0.8930
0.0925	4.6877	1636	0.8817	0.5965	0.8817	0.9390
0.0925	4.6934	1638	0.9116	0.5769	0.9116	0.9548
0.0925	4.6991	1640	0.8855	0.5769	0.8855	0.9410
0.0925	4.7049	1642	0.7524	0.6610	0.7524	0.8674
0.0925	4.7106	1644	0.5887	0.7134	0.5887	0.7673
0.0925	4.7163	1646	0.5168	0.7819	0.5168	0.7189
0.0925	4.7221	1648	0.5059	0.7819	0.5059	0.7113
0.0925	4.7278	1650	0.5238	0.7327	0.5238	0.7238
0.0925	4.7335	1652	0.5782	0.7421	0.5782	0.7604
0.0925	4.7393	1654	0.6280	0.7511	0.6280	0.7925
0.0925	4.7450	1656	0.7037	0.6545	0.7037	0.8389
0.0925	4.7507	1658	0.7268	0.6545	0.7268	0.8525
0.0925	4.7564	1660	0.7187	0.6545	0.7187	0.8477
0.0925	4.7622	1662	0.7552	0.6545	0.7552	0.8690
0.0925	4.7679	1664	0.7620	0.6545	0.7620	0.8729
0.0925	4.7736	1666	0.7332	0.6545	0.7332	0.8563
0.0925	4.7794	1668	0.6770	0.6610	0.6770	0.8228
0.0925	4.7851	1670	0.6633	0.6610	0.6633	0.8144
0.0925	4.7908	1672	0.6793	0.6610	0.6793	0.8242
0.0925	4.7966	1674	0.6831	0.6610	0.6831	0.8265
0.0925	4.8023	1676	0.6859	0.6610	0.6859	0.8282
0.0925	4.8080	1678	0.6930	0.6610	0.6930	0.8325
0.0925	4.8138	1680	0.7375	0.6610	0.7375	0.8588
0.0925	4.8195	1682	0.7759	0.6610	0.7759	0.8808
0.0925	4.8252	1684	0.7599	0.6610	0.7599	0.8717
0.0925	4.8309	1686	0.7300	0.6616	0.7300	0.8544
0.0925	4.8367	1688	0.6841	0.6616	0.6841	0.8271
0.0925	4.8424	1690	0.6359	0.6557	0.6359	0.7974
0.0925	4.8481	1692	0.5689	0.7221	0.5689	0.7543
0.0925	4.8539	1694	0.5455	0.7221	0.5455	0.7386
0.0925	4.8596	1696	0.5170	0.8019	0.5170	0.7190
0.0925	4.8653	1698	0.5035	0.7823	0.5035	0.7096
0.0925	4.8711	1700	0.5072	0.7823	0.5072	0.7122
0.0925	4.8768	1702	0.5173	0.7823	0.5173	0.7192
0.0925	4.8825	1704	0.5497	0.7221	0.5497	0.7414
0.0925	4.8883	1706	0.6314	0.6866	0.6314	0.7946
0.0925	4.8940	1708	0.7073	0.6934	0.7073	0.8410
0.0925	4.8997	1710	0.7374	0.6934	0.7374	0.8587
0.0925	4.9054	1712	0.7091	0.6616	0.7091	0.8421
0.0925	4.9112	1714	0.6416	0.7101	0.6416	0.8010
0.0925	4.9169	1716	0.6026	0.7310	0.6026	0.7763
0.0925	4.9226	1718	0.5962	0.7310	0.5962	0.7722
0.0925	4.9284	1720	0.6074	0.7310	0.6074	0.7793
0.0925	4.9341	1722	0.6280	0.7310	0.6280	0.7925
0.0925	4.9398	1724	0.6974	0.6265	0.6974	0.8351
0.0925	4.9456	1726	0.8144	0.6349	0.8144	0.9024
0.0925	4.9513	1728	0.9195	0.6349	0.9195	0.9589
0.0925	4.9570	1730	0.9721	0.6296	0.9721	0.9859
0.0925	4.9628	1732	0.9230	0.6296	0.9230	0.9607
0.0925	4.9685	1734	0.8197	0.6545	0.8197	0.9054
0.0925	4.9742	1736	0.6914	0.6740	0.6914	0.8315
0.0925	4.9799	1738	0.5719	0.6818	0.5719	0.7562
0.0925	4.9857	1740	0.5214	0.7729	0.5214	0.7221
0.0925	4.9914	1742	0.5242	0.7823	0.5242	0.7240
0.0925	4.9971	1744	0.5289	0.7823	0.5289	0.7272
0.0925	5.0029	1746	0.5272	0.7823	0.5272	0.7261
0.0925	5.0086	1748	0.5268	0.7729	0.5268	0.7258
0.0925	5.0143	1750	0.5474	0.7729	0.5474	0.7398
0.0925	5.0201	1752	0.6078	0.6818	0.6078	0.7796
0.0925	5.0258	1754	0.7229	0.6545	0.7229	0.8502
0.0925	5.0315	1756	0.8303	0.6545	0.8303	0.9112
0.0925	5.0372	1758	0.8973	0.6296	0.8973	0.9473
0.0925	5.0430	1760	0.9359	0.6296	0.9359	0.9674
0.0925	5.0487	1762	0.9171	0.6296	0.9171	0.9577
0.0925	5.0544	1764	0.8381	0.6349	0.8381	0.9155
0.0925	5.0602	1766	0.7083	0.6610	0.7083	0.8416
0.0925	5.0659	1768	0.6296	0.6818	0.6296	0.7935
0.0925	5.0716	1770	0.5822	0.7310	0.5822	0.7630
0.0925	5.0774	1772	0.5630	0.7729	0.5630	0.7503
0.0925	5.0831	1774	0.5820	0.7310	0.5820	0.7629
0.0925	5.0888	1776	0.6406	0.7129	0.6406	0.8004
0.0925	5.0946	1778	0.7065	0.6934	0.7065	0.8405
0.0925	5.1003	1780	0.7634	0.6860	0.7634	0.8737
0.0925	5.1060	1782	0.7822	0.6860	0.7822	0.8844
0.0925	5.1117	1784	0.7162	0.7047	0.7162	0.8463
0.0925	5.1175	1786	0.6428	0.7053	0.6428	0.8018
0.0925	5.1232	1788	0.5744	0.7516	0.5744	0.7579
0.0925	5.1289	1790	0.5304	0.7422	0.5304	0.7283
0.0925	5.1347	1792	0.5118	0.8019	0.5118	0.7154
0.0925	5.1404	1794	0.5208	0.7793	0.5208	0.7217
0.0925	5.1461	1796	0.5348	0.7239	0.5348	0.7313
0.0925	5.1519	1798	0.5688	0.7053	0.5688	0.7542
0.0925	5.1576	1800	0.6147	0.7053	0.6147	0.7840
0.0925	5.1633	1802	0.6440	0.7129	0.6440	0.8025
0.0925	5.1691	1804	0.6582	0.7129	0.6582	0.8113
0.0925	5.1748	1806	0.6567	0.7129	0.6567	0.8104
0.0925	5.1805	1808	0.6447	0.7129	0.6447	0.8030
0.0925	5.1862	1810	0.6464	0.7129	0.6464	0.8040
0.0925	5.1920	1812	0.6394	0.7705	0.6394	0.7997
0.0925	5.1977	1814	0.6328	0.7705	0.6328	0.7955
0.0925	5.2034	1816	0.6359	0.7705	0.6359	0.7974
0.0925	5.2092	1818	0.6629	0.7047	0.6629	0.8142
0.0925	5.2149	1820	0.7417	0.6972	0.7417	0.8612
0.0925	5.2206	1822	0.8000	0.6791	0.8000	0.8945
0.0925	5.2264	1824	0.7962	0.6791	0.7962	0.8923
0.0925	5.2321	1826	0.7268	0.6972	0.7268	0.8525
0.0925	5.2378	1828	0.6612	0.7129	0.6612	0.8131
0.0925	5.2436	1830	0.6124	0.7129	0.6124	0.7825
0.0925	5.2493	1832	0.5820	0.7129	0.5820	0.7629
0.0925	5.2550	1834	0.6046	0.7129	0.6046	0.7776
0.0925	5.2607	1836	0.6280	0.6812	0.6280	0.7925
0.0925	5.2665	1838	0.6547	0.6812	0.6547	0.8091
0.0925	5.2722	1840	0.6957	0.6610	0.6957	0.8341
0.0925	5.2779	1842	0.7828	0.6610	0.7828	0.8848
0.0925	5.2837	1844	0.8667	0.6008	0.8667	0.9309
0.0925	5.2894	1846	0.9324	0.5804	0.9324	0.9656
0.0925	5.2951	1848	0.9209	0.5804	0.9209	0.9596
0.0925	5.3009	1850	0.8356	0.6008	0.8356	0.9141
0.0925	5.3066	1852	0.7372	0.6610	0.7372	0.8586
0.0925	5.3123	1854	0.6823	0.7101	0.6823	0.8260
0.0925	5.3181	1856	0.6735	0.7020	0.6735	0.8207
0.0925	5.3238	1858	0.6814	0.7020	0.6814	0.8255
0.0925	5.3295	1860	0.7049	0.7101	0.7049	0.8396
0.0925	5.3352	1862	0.7279	0.7101	0.7279	0.8532
0.0925	5.3410	1864	0.7602	0.6265	0.7602	0.8719
0.0925	5.3467	1866	0.8222	0.6008	0.8222	0.9068
0.0925	5.3524	1868	0.9290	0.6008	0.9290	0.9638
0.0925	5.3582	1870	1.0099	0.5737	1.0099	1.0050
0.0925	5.3639	1872	1.0033	0.5737	1.0033	1.0016
0.0925	5.3696	1874	0.9915	0.5737	0.9915	0.9957
0.0925	5.3754	1876	0.9029	0.6008	0.9029	0.9502
0.0925	5.3811	1878	0.7927	0.6008	0.7927	0.8903
0.0925	5.3868	1880	0.6983	0.6610	0.6983	0.8356
0.0925	5.3926	1882	0.6424	0.6756	0.6424	0.8015
0.0925	5.3983	1884	0.6037	0.7310	0.6037	0.7770
0.0925	5.4040	1886	0.5823	0.7221	0.5823	0.7631
0.0925	5.4097	1888	0.5798	0.7221	0.5798	0.7614
0.0925	5.4155	1890	0.5886	0.7516	0.5886	0.7672
0.0925	5.4212	1892	0.6070	0.7053	0.6070	0.7791
0.0925	5.4269	1894	0.6129	0.7053	0.6129	0.7829
0.0925	5.4327	1896	0.6401	0.7129	0.6401	0.8001
0.0925	5.4384	1898	0.6918	0.6812	0.6918	0.8318
0.0925	5.4441	1900	0.7423	0.6610	0.7423	0.8616
0.0925	5.4499	1902	0.7601	0.6610	0.7601	0.8718
0.0925	5.4556	1904	0.7575	0.6610	0.7575	0.8704
0.0925	5.4613	1906	0.7355	0.7095	0.7355	0.8576
0.0925	5.4670	1908	0.6838	0.6756	0.6838	0.8269
0.0925	5.4728	1910	0.6293	0.6756	0.6293	0.7933
0.0925	5.4785	1912	0.5916	0.7310	0.5916	0.7691
0.0925	5.4842	1914	0.5642	0.7310	0.5642	0.7511
0.0925	5.4900	1916	0.5495	0.7310	0.5495	0.7413
0.0925	5.4957	1918	0.5681	0.7310	0.5681	0.7537
0.0925	5.5014	1920	0.6019	0.6975	0.6019	0.7758
0.0925	5.5072	1922	0.6479	0.6756	0.6479	0.8049
0.0925	5.5129	1924	0.7071	0.7095	0.7071	0.8409
0.0925	5.5186	1926	0.7212	0.6610	0.7212	0.8492
0.0925	5.5244	1928	0.7077	0.6610	0.7077	0.8412
0.0925	5.5301	1930	0.6877	0.6610	0.6877	0.8292
0.0925	5.5358	1932	0.6903	0.6610	0.6903	0.8308
0.0925	5.5415	1934	0.7116	0.6610	0.7116	0.8436
0.0925	5.5473	1936	0.7347	0.6610	0.7347	0.8572
0.0925	5.5530	1938	0.7253	0.6610	0.7253	0.8517
0.0925	5.5587	1940	0.6688	0.6610	0.6688	0.8178
0.0925	5.5645	1942	0.6108	0.7305	0.6108	0.7815
0.0925	5.5702	1944	0.5907	0.6975	0.5907	0.7686
0.0925	5.5759	1946	0.6015	0.6975	0.6015	0.7756
0.0925	5.5817	1948	0.6200	0.6975	0.6200	0.7874
0.0925	5.5874	1950	0.6380	0.6756	0.6380	0.7987
0.0925	5.5931	1952	0.6563	0.6379	0.6563	0.8101
0.0925	5.5989	1954	0.6593	0.6379	0.6593	0.8119
0.0925	5.6046	1956	0.6453	0.6756	0.6453	0.8033
0.0925	5.6103	1958	0.6445	0.6756	0.6445	0.8028
0.0925	5.6160	1960	0.6387	0.6756	0.6387	0.7992
0.0925	5.6218	1962	0.6523	0.6756	0.6523	0.8076
0.0925	5.6275	1964	0.6780	0.7095	0.6780	0.8234
0.0925	5.6332	1966	0.7291	0.6749	0.7291	0.8539
0.0925	5.6390	1968	0.8006	0.6257	0.8006	0.8947
0.0925	5.6447	1970	0.8807	0.5629	0.8807	0.9385
0.0925	5.6504	1972	0.8892	0.5600	0.8892	0.9430
0.0925	5.6562	1974	0.8655	0.5600	0.8655	0.9303
0.0925	5.6619	1976	0.8189	0.6257	0.8189	0.9049
0.0925	5.6676	1978	0.7900	0.6610	0.7900	0.8888
0.0925	5.6734	1980	0.7272	0.6610	0.7272	0.8527
0.0925	5.6791	1982	0.7191	0.6610	0.7191	0.8480
0.0925	5.6848	1984	0.7205	0.6610	0.7205	0.8489
0.0925	5.6905	1986	0.7373	0.6257	0.7373	0.8587
0.0925	5.6963	1988	0.7620	0.6257	0.7620	0.8729
0.0925	5.7020	1990	0.7513	0.6257	0.7513	0.8668
0.0925	5.7077	1992	0.7193	0.6610	0.7193	0.8481
0.0925	5.7135	1994	0.7306	0.6610	0.7306	0.8547
0.0925	5.7192	1996	0.7208	0.6610	0.7208	0.8490
0.0925	5.7249	1998	0.7250	0.6610	0.7250	0.8514
0.066	5.7307	2000	0.7310	0.6610	0.7310	0.8550
0.066	5.7364	2002	0.7135	0.6610	0.7135	0.8447
0.066	5.7421	2004	0.7382	0.6610	0.7382	0.8592
0.066	5.7479	2006	0.7608	0.6610	0.7608	0.8722
0.066	5.7536	2008	0.7853	0.6545	0.7853	0.8862
0.066	5.7593	2010	0.8052	0.6485	0.8052	0.8973
0.066	5.7650	2012	0.8353	0.6485	0.8353	0.9139
0.066	5.7708	2014	0.8684	0.6485	0.8684	0.9319
0.066	5.7765	2016	0.8959	0.5737	0.8959	0.9465
0.066	5.7822	2018	0.8883	0.5737	0.8883	0.9425
0.066	5.7880	2020	0.8405	0.6407	0.8405	0.9168
0.066	5.7937	2022	0.7623	0.6610	0.7623	0.8731
0.066	5.7994	2024	0.6988	0.6610	0.6988	0.8359
0.066	5.8052	2026	0.6619	0.6812	0.6619	0.8136
0.066	5.8109	2028	0.6691	0.6812	0.6691	0.8180
0.066	5.8166	2030	0.7225	0.6610	0.7225	0.8500
0.066	5.8223	2032	0.8041	0.6610	0.8041	0.8967
0.066	5.8281	2034	0.8641	0.5737	0.8641	0.9296
0.066	5.8338	2036	0.9436	0.5737	0.9436	0.9714
0.066	5.8395	2038	0.9983	0.5737	0.9983	0.9992
0.066	5.8453	2040	1.0198	0.5737	1.0198	1.0099
0.066	5.8510	2042	0.9597	0.5737	0.9597	0.9796
0.066	5.8567	2044	0.8525	0.6610	0.8525	0.9233
0.066	5.8625	2046	0.7767	0.6610	0.7767	0.8813
0.066	5.8682	2048	0.7259	0.6610	0.7259	0.8520
0.066	5.8739	2050	0.7123	0.6610	0.7123	0.8440
0.066	5.8797	2052	0.7113	0.6610	0.7113	0.8434
0.066	5.8854	2054	0.6895	0.6610	0.6895	0.8304
0.066	5.8911	2056	0.6839	0.6610	0.6839	0.8270
0.066	5.8968	2058	0.6809	0.6610	0.6809	0.8251
0.066	5.9026	2060	0.7030	0.6610	0.7030	0.8385
0.066	5.9083	2062	0.7514	0.6610	0.7514	0.8669
0.066	5.9140	2064	0.7984	0.6610	0.7984	0.8935
0.066	5.9198	2066	0.8534	0.5417	0.8534	0.9238
0.066	5.9255	2068	0.9241	0.5417	0.9241	0.9613
0.066	5.9312	2070	0.9352	0.5417	0.9352	0.9671
0.066	5.9370	2072	0.9005	0.5417	0.9005	0.9490
0.066	5.9427	2074	0.8634	0.5629	0.8634	0.9292
0.066	5.9484	2076	0.8048	0.6257	0.8048	0.8971
0.066	5.9542	2078	0.7440	0.6257	0.7440	0.8626
0.066	5.9599	2080	0.7058	0.6257	0.7058	0.8401
0.066	5.9656	2082	0.6928	0.6257	0.6928	0.8324
0.066	5.9713	2084	0.7099	0.6257	0.7099	0.8426
0.066	5.9771	2086	0.7116	0.6257	0.7116	0.8435
0.066	5.9828	2088	0.7141	0.6257	0.7141	0.8450
0.066	5.9885	2090	0.7153	0.6257	0.7153	0.8457
0.066	5.9943	2092	0.7436	0.6257	0.7436	0.8623
0.066	6.0	2094	0.7446	0.6257	0.7446	0.8629
0.066	6.0057	2096	0.7259	0.6257	0.7259	0.8520
0.066	6.0115	2098	0.7221	0.6610	0.7221	0.8497
0.066	6.0172	2100	0.7154	0.6812	0.7154	0.8458
0.066	6.0229	2102	0.7333	0.6812	0.7333	0.8563
0.066	6.0287	2104	0.7711	0.6204	0.7711	0.8781
0.066	6.0344	2106	0.8053	0.6204	0.8053	0.8974
0.066	6.0401	2108	0.8607	0.6154	0.8607	0.9277
0.066	6.0458	2110	0.9098	0.6154	0.9098	0.9538
0.066	6.0516	2112	0.9590	0.5573	0.9590	0.9793
0.066	6.0573	2114	0.9859	0.5376	0.9859	0.9929
0.066	6.0630	2116	0.9940	0.5376	0.9940	0.9970
0.066	6.0688	2118	0.9779	0.5573	0.9779	0.9889
0.066	6.0745	2120	0.9359	0.6154	0.9359	0.9674
0.066	6.0802	2122	0.8953	0.6204	0.8953	0.9462
0.066	6.0860	2124	0.8527	0.6257	0.8527	0.9234
0.066	6.0917	2126	0.8231	0.6257	0.8231	0.9072
0.066	6.0974	2128	0.8043	0.6257	0.8043	0.8968
0.066	6.1032	2130	0.7979	0.6257	0.7979	0.8933
0.066	6.1089	2132	0.7950	0.6257	0.7950	0.8916
0.066	6.1146	2134	0.8073	0.6257	0.8073	0.8985
0.066	6.1203	2136	0.8549	0.6257	0.8549	0.9246
0.066	6.1261	2138	0.8874	0.6204	0.8874	0.9420
0.066	6.1318	2140	0.9220	0.6154	0.9220	0.9602
0.066	6.1375	2142	0.9830	0.5376	0.9830	0.9915
0.066	6.1433	2144	0.9970	0.5376	0.9970	0.9985
0.066	6.1490	2146	0.9864	0.5376	0.9864	0.9932
0.066	6.1547	2148	0.9355	0.6154	0.9355	0.9672
0.066	6.1605	2150	0.8769	0.6154	0.8769	0.9364
0.066	6.1662	2152	0.8507	0.6154	0.8507	0.9223
0.066	6.1719	2154	0.8178	0.6154	0.8178	0.9043
0.066	6.1777	2156	0.7892	0.6485	0.7892	0.8884
0.066	6.1834	2158	0.7450	0.6545	0.7450	0.8631
0.066	6.1891	2160	0.7071	0.6610	0.7071	0.8409
0.066	6.1948	2162	0.6826	0.6812	0.6826	0.8262
0.066	6.2006	2164	0.6463	0.6746	0.6463	0.8040
0.066	6.2063	2166	0.6183	0.7607	0.6183	0.7863
0.066	6.2120	2168	0.6292	0.6746	0.6292	0.7932
0.066	6.2178	2170	0.6728	0.6812	0.6728	0.8202
0.066	6.2235	2172	0.7407	0.6610	0.7407	0.8607
0.066	6.2292	2174	0.8035	0.6545	0.8035	0.8964
0.066	6.2350	2176	0.8609	0.6485	0.8609	0.9279
0.066	6.2407	2178	0.8851	0.6485	0.8851	0.9408
0.066	6.2464	2180	0.8806	0.6485	0.8806	0.9384
0.066	6.2521	2182	0.8379	0.6545	0.8379	0.9154
0.066	6.2579	2184	0.8045	0.6545	0.8045	0.8969
0.066	6.2636	2186	0.7700	0.6610	0.7700	0.8775
0.066	6.2693	2188	0.7353	0.6610	0.7353	0.8575
0.066	6.2751	2190	0.7225	0.6610	0.7225	0.8500
0.066	6.2808	2192	0.7201	0.6610	0.7201	0.8486
0.066	6.2865	2194	0.7290	0.6610	0.7290	0.8538
0.066	6.2923	2196	0.7473	0.6610	0.7473	0.8645
0.066	6.2980	2198	0.7882	0.6610	0.7882	0.8878
0.066	6.3037	2200	0.8184	0.6610	0.8184	0.9046
0.066	6.3095	2202	0.8290	0.6610	0.8290	0.9105
0.066	6.3152	2204	0.8257	0.6257	0.8257	0.9087
0.066	6.3209	2206	0.8185	0.6257	0.8185	0.9047
0.066	6.3266	2208	0.8167	0.6257	0.8167	0.9037
0.066	6.3324	2210	0.7806	0.6610	0.7806	0.8835
0.066	6.3381	2212	0.7442	0.6610	0.7442	0.8627
0.066	6.3438	2214	0.7108	0.6812	0.7108	0.8431
0.066	6.3496	2216	0.6846	0.6812	0.6846	0.8274
0.066	6.3553	2218	0.6680	0.6812	0.6680	0.8173
0.066	6.3610	2220	0.6760	0.6812	0.6760	0.8222
0.066	6.3668	2222	0.7136	0.6812	0.7136	0.8448
0.066	6.3725	2224	0.7695	0.6257	0.7695	0.8772
0.066	6.3782	2226	0.7993	0.6257	0.7993	0.8940
0.066	6.3840	2228	0.8633	0.6257	0.8633	0.9292
0.066	6.3897	2230	0.8860	0.5417	0.8860	0.9413
0.066	6.3954	2232	0.8877	0.5417	0.8877	0.9422
0.066	6.4011	2234	0.8723	0.6046	0.8723	0.9340
0.066	6.4069	2236	0.8318	0.5882	0.8318	0.9120
0.066	6.4126	2238	0.8004	0.5882	0.8004	0.8946
0.066	6.4183	2240	0.7689	0.5882	0.7689	0.8768
0.066	6.4241	2242	0.7798	0.5882	0.7798	0.8831
0.066	6.4298	2244	0.7750	0.6257	0.7750	0.8803
0.066	6.4355	2246	0.7562	0.6257	0.7562	0.8696
0.066	6.4413	2248	0.7327	0.6610	0.7327	0.8560
0.066	6.4470	2250	0.7147	0.6610	0.7147	0.8454
0.066	6.4527	2252	0.7164	0.6610	0.7164	0.8464
0.066	6.4585	2254	0.7395	0.6610	0.7395	0.8600
0.066	6.4642	2256	0.7814	0.6610	0.7814	0.8840
0.066	6.4699	2258	0.8321	0.6545	0.8321	0.9122
0.066	6.4756	2260	0.8513	0.6545	0.8513	0.9226
0.066	6.4814	2262	0.8397	0.6545	0.8397	0.9163
0.066	6.4871	2264	0.8330	0.6610	0.8330	0.9127
0.066	6.4928	2266	0.8025	0.6610	0.8025	0.8958
0.066	6.4986	2268	0.7515	0.6610	0.7515	0.8669
0.066	6.5043	2270	0.7255	0.6610	0.7255	0.8518
0.066	6.5100	2272	0.7061	0.6610	0.7061	0.8403
0.066	6.5158	2274	0.6788	0.6610	0.6788	0.8239
0.066	6.5215	2276	0.6493	0.6265	0.6493	0.8058
0.066	6.5272	2278	0.6272	0.6265	0.6272	0.7919
0.066	6.5330	2280	0.6188	0.6265	0.6188	0.7867
0.066	6.5387	2282	0.6171	0.6265	0.6171	0.7856
0.066	6.5444	2284	0.6334	0.6610	0.6334	0.7959
0.066	6.5501	2286	0.6748	0.6610	0.6748	0.8215
0.066	6.5559	2288	0.7222	0.6610	0.7222	0.8498
0.066	6.5616	2290	0.7620	0.6610	0.7620	0.8729
0.066	6.5673	2292	0.7909	0.6257	0.7909	0.8894
0.066	6.5731	2294	0.8203	0.6257	0.8203	0.9057
0.066	6.5788	2296	0.8519	0.6257	0.8519	0.9230
0.066	6.5845	2298	0.8417	0.6257	0.8417	0.9175
0.066	6.5903	2300	0.8046	0.6257	0.8046	0.8970
0.066	6.5960	2302	0.7589	0.6257	0.7589	0.8712
0.066	6.6017	2304	0.7218	0.6257	0.7218	0.8496
0.066	6.6074	2306	0.7198	0.6257	0.7198	0.8484
0.066	6.6132	2308	0.7485	0.6257	0.7485	0.8652
0.066	6.6189	2310	0.7824	0.6257	0.7824	0.8845
0.066	6.6246	2312	0.8052	0.6257	0.8052	0.8973
0.066	6.6304	2314	0.8423	0.6257	0.8423	0.9178
0.066	6.6361	2316	0.8826	0.6257	0.8826	0.9394
0.066	6.6418	2318	0.9068	0.6204	0.9068	0.9522
0.066	6.6476	2320	0.9237	0.6204	0.9237	0.9611
0.066	6.6533	2322	0.9090	0.6204	0.9090	0.9534
0.066	6.6590	2324	0.8622	0.6610	0.8622	0.9286
0.066	6.6648	2326	0.8020	0.6610	0.8020	0.8955
0.066	6.6705	2328	0.7601	0.6610	0.7601	0.8718
0.066	6.6762	2330	0.7407	0.6610	0.7407	0.8606
0.066	6.6819	2332	0.7254	0.6812	0.7254	0.8517
0.066	6.6877	2334	0.7478	0.6610	0.7478	0.8647
0.066	6.6934	2336	0.7851	0.6610	0.7851	0.8860
0.066	6.6991	2338	0.7913	0.6610	0.7913	0.8896
0.066	6.7049	2340	0.8018	0.6610	0.8018	0.8954
0.066	6.7106	2342	0.8106	0.6610	0.8106	0.9003
0.066	6.7163	2344	0.8066	0.6610	0.8066	0.8981
0.066	6.7221	2346	0.7890	0.6610	0.7890	0.8883
0.066	6.7278	2348	0.7705	0.6610	0.7705	0.8778
0.066	6.7335	2350	0.7676	0.6610	0.7676	0.8762
0.066	6.7393	2352	0.7671	0.6610	0.7671	0.8759
0.066	6.7450	2354	0.7846	0.6610	0.7846	0.8858
0.066	6.7507	2356	0.8214	0.6610	0.8214	0.9063
0.066	6.7564	2358	0.8791	0.6204	0.8791	0.9376
0.066	6.7622	2360	0.9193	0.6204	0.9193	0.9588
0.066	6.7679	2362	0.9475	0.6204	0.9475	0.9734
0.066	6.7736	2364	0.9341	0.6204	0.9341	0.9665
0.066	6.7794	2366	0.9026	0.6204	0.9026	0.9500
0.066	6.7851	2368	0.8653	0.6545	0.8653	0.9302
0.066	6.7908	2370	0.8418	0.6610	0.8418	0.9175
0.066	6.7966	2372	0.8395	0.6610	0.8395	0.9163
0.066	6.8023	2374	0.7978	0.6610	0.7978	0.8932
0.066	6.8080	2376	0.7637	0.6610	0.7637	0.8739
0.066	6.8138	2378	0.7424	0.6610	0.7424	0.8616
0.066	6.8195	2380	0.7402	0.6610	0.7402	0.8604
0.066	6.8252	2382	0.7453	0.6610	0.7453	0.8633
0.066	6.8309	2384	0.7514	0.6610	0.7514	0.8668
0.066	6.8367	2386	0.7469	0.6610	0.7469	0.8642
0.066	6.8424	2388	0.7712	0.6610	0.7712	0.8782
0.066	6.8481	2390	0.7998	0.6610	0.7998	0.8943
0.066	6.8539	2392	0.8293	0.6610	0.8293	0.9106
0.066	6.8596	2394	0.8358	0.6610	0.8358	0.9142
0.066	6.8653	2396	0.8225	0.6610	0.8225	0.9069
0.066	6.8711	2398	0.7926	0.6610	0.7926	0.8903
0.066	6.8768	2400	0.7658	0.6610	0.7658	0.8751
0.066	6.8825	2402	0.7751	0.6610	0.7751	0.8804
0.066	6.8883	2404	0.7923	0.6610	0.7923	0.8901
0.066	6.8940	2406	0.8000	0.6610	0.8000	0.8944
0.066	6.8997	2408	0.7973	0.6610	0.7973	0.8929
0.066	6.9054	2410	0.7752	0.6610	0.7752	0.8805
0.066	6.9112	2412	0.7755	0.6610	0.7755	0.8806
0.066	6.9169	2414	0.7617	0.6610	0.7617	0.8727
0.066	6.9226	2416	0.7627	0.6610	0.7627	0.8733
0.066	6.9284	2418	0.7943	0.6610	0.7943	0.8912
0.066	6.9341	2420	0.8283	0.6545	0.8283	0.9101
0.066	6.9398	2422	0.8527	0.6545	0.8527	0.9234
0.066	6.9456	2424	0.8794	0.6545	0.8794	0.9378
0.066	6.9513	2426	0.8751	0.6545	0.8751	0.9354
0.066	6.9570	2428	0.8589	0.6545	0.8589	0.9267
0.066	6.9628	2430	0.8284	0.6545	0.8284	0.9102
0.066	6.9685	2432	0.7870	0.6545	0.7870	0.8871
0.066	6.9742	2434	0.7564	0.6610	0.7564	0.8697
0.066	6.9799	2436	0.7362	0.6610	0.7362	0.8580
0.066	6.9857	2438	0.7180	0.6610	0.7180	0.8474
0.066	6.9914	2440	0.6868	0.6812	0.6868	0.8287
0.066	6.9971	2442	0.6520	0.7129	0.6520	0.8075
0.066	7.0029	2444	0.6345	0.7129	0.6345	0.7965
0.066	7.0086	2446	0.6280	0.7129	0.6280	0.7925
0.066	7.0143	2448	0.6386	0.7129	0.6386	0.7991
0.066	7.0201	2450	0.6589	0.7129	0.6589	0.8117
0.066	7.0258	2452	0.6919	0.7129	0.6919	0.8318
0.066	7.0315	2454	0.7532	0.6545	0.7532	0.8678
0.066	7.0372	2456	0.8168	0.6545	0.8168	0.9038
0.066	7.0430	2458	0.8677	0.6545	0.8677	0.9315
0.066	7.0487	2460	0.9052	0.6545	0.9052	0.9514
0.066	7.0544	2462	0.9276	0.5965	0.9276	0.9631
0.066	7.0602	2464	0.9596	0.5769	0.9596	0.9796
0.066	7.0659	2466	0.9486	0.5965	0.9486	0.9740
0.066	7.0716	2468	0.9283	0.6545	0.9283	0.9635
0.066	7.0774	2470	0.8917	0.6545	0.8917	0.9443
0.066	7.0831	2472	0.8640	0.6545	0.8640	0.9295
0.066	7.0888	2474	0.8135	0.6545	0.8135	0.9020
0.066	7.0946	2476	0.7648	0.6610	0.7648	0.8746
0.066	7.1003	2478	0.7289	0.6610	0.7289	0.8537
0.066	7.1060	2480	0.7013	0.6610	0.7013	0.8374
0.066	7.1117	2482	0.6918	0.6812	0.6918	0.8318
0.066	7.1175	2484	0.6934	0.6812	0.6934	0.8327
0.066	7.1232	2486	0.6994	0.6610	0.6994	0.8363
0.066	7.1289	2488	0.7135	0.6610	0.7135	0.8447
0.066	7.1347	2490	0.7326	0.6610	0.7326	0.8559
0.066	7.1404	2492	0.7577	0.6610	0.7577	0.8705
0.066	7.1461	2494	0.7989	0.6545	0.7989	0.8938
0.066	7.1519	2496	0.8271	0.6545	0.8271	0.9095
0.066	7.1576	2498	0.8391	0.6545	0.8391	0.9160
0.0496	7.1633	2500	0.8290	0.6545	0.8290	0.9105
0.0496	7.1691	2502	0.8188	0.6545	0.8188	0.9049
0.0496	7.1748	2504	0.8054	0.6545	0.8054	0.8974
0.0496	7.1805	2506	0.7734	0.6545	0.7734	0.8794
0.0496	7.1862	2508	0.7476	0.6610	0.7476	0.8646
0.0496	7.1920	2510	0.7431	0.6610	0.7431	0.8620
0.0496	7.1977	2512	0.7220	0.6610	0.7220	0.8497
0.0496	7.2034	2514	0.6911	0.6610	0.6911	0.8313
0.0496	7.2092	2516	0.6504	0.7129	0.6504	0.8065
0.0496	7.2149	2518	0.6117	0.6818	0.6117	0.7821
0.0496	7.2206	2520	0.5771	0.7221	0.5771	0.7597
0.0496	7.2264	2522	0.5677	0.7221	0.5677	0.7535
0.0496	7.2321	2524	0.5641	0.7221	0.5641	0.7511
0.0496	7.2378	2526	0.5673	0.7221	0.5673	0.7532
0.0496	7.2436	2528	0.5692	0.7221	0.5692	0.7544
0.0496	7.2493	2530	0.5811	0.7221	0.5811	0.7623
0.0496	7.2550	2532	0.5998	0.6752	0.5998	0.7745
0.0496	7.2607	2534	0.6098	0.6752	0.6098	0.7809
0.0496	7.2665	2536	0.6318	0.7053	0.6318	0.7949
0.0496	7.2722	2538	0.6648	0.7053	0.6648	0.8154
0.0496	7.2779	2540	0.7122	0.6866	0.7122	0.8439
0.0496	7.2837	2542	0.7727	0.6797	0.7727	0.8791
0.0496	7.2894	2544	0.7919	0.6860	0.7919	0.8899
0.0496	7.2951	2546	0.7729	0.6797	0.7729	0.8791
0.0496	7.3009	2548	0.7423	0.6797	0.7423	0.8616
0.0496	7.3066	2550	0.7053	0.7053	0.7053	0.8398
0.0496	7.3123	2552	0.6579	0.7053	0.6579	0.8111
0.0496	7.3181	2554	0.6164	0.7053	0.6164	0.7851
0.0496	7.3238	2556	0.5886	0.6690	0.5886	0.7672
0.0496	7.3295	2558	0.5691	0.7717	0.5691	0.7544
0.0496	7.3352	2560	0.5624	0.7717	0.5624	0.7499
0.0496	7.3410	2562	0.5653	0.7717	0.5653	0.7518
0.0496	7.3467	2564	0.5780	0.7144	0.5780	0.7603
0.0496	7.3524	2566	0.5964	0.6752	0.5964	0.7723
0.0496	7.3582	2568	0.6182	0.6752	0.6182	0.7863
0.0496	7.3639	2570	0.6326	0.6818	0.6326	0.7954
0.0496	7.3696	2572	0.6533	0.7129	0.6533	0.8083
0.0496	7.3754	2574	0.6746	0.7129	0.6746	0.8214
0.0496	7.3811	2576	0.6865	0.7129	0.6865	0.8286
0.0496	7.3868	2578	0.7022	0.6812	0.7022	0.8380
0.0496	7.3926	2580	0.7193	0.6812	0.7193	0.8481
0.0496	7.3983	2582	0.7475	0.6545	0.7475	0.8646
0.0496	7.4040	2584	0.7674	0.6545	0.7674	0.8760
0.0496	7.4097	2586	0.7760	0.6545	0.7760	0.8809
0.0496	7.4155	2588	0.7619	0.6545	0.7619	0.8729
0.0496	7.4212	2590	0.7416	0.6545	0.7416	0.8612
0.0496	7.4269	2592	0.7141	0.6740	0.7141	0.8450
0.0496	7.4327	2594	0.6699	0.7129	0.6699	0.8185
0.0496	7.4384	2596	0.6476	0.7129	0.6476	0.8047
0.0496	7.4441	2598	0.6300	0.7129	0.6300	0.7937
0.0496	7.4499	2600	0.6177	0.7053	0.6177	0.7860
0.0496	7.4556	2602	0.6099	0.7053	0.6099	0.7810
0.0496	7.4613	2604	0.6021	0.7053	0.6021	0.7760
0.0496	7.4670	2606	0.5962	0.6752	0.5962	0.7721
0.0496	7.4728	2608	0.5938	0.6752	0.5938	0.7706
0.0496	7.4785	2610	0.5910	0.6752	0.5910	0.7688
0.0496	7.4842	2612	0.5877	0.6752	0.5877	0.7666
0.0496	7.4900	2614	0.5881	0.6752	0.5881	0.7669
0.0496	7.4957	2616	0.5873	0.6752	0.5873	0.7664
0.0496	7.5014	2618	0.5982	0.6752	0.5982	0.7734
0.0496	7.5072	2620	0.6199	0.6752	0.6199	0.7874
0.0496	7.5129	2622	0.6616	0.7129	0.6616	0.8134
0.0496	7.5186	2624	0.7015	0.7129	0.7015	0.8376
0.0496	7.5244	2626	0.7196	0.6934	0.7196	0.8483
0.0496	7.5301	2628	0.7251	0.6934	0.7251	0.8515
0.0496	7.5358	2630	0.7338	0.6934	0.7338	0.8566
0.0496	7.5415	2632	0.7508	0.6934	0.7508	0.8665
0.0496	7.5473	2634	0.7661	0.6610	0.7661	0.8753
0.0496	7.5530	2636	0.7641	0.6610	0.7641	0.8741
0.0496	7.5587	2638	0.7575	0.6610	0.7575	0.8704
0.0496	7.5645	2640	0.7567	0.6610	0.7567	0.8699
0.0496	7.5702	2642	0.7536	0.6265	0.7536	0.8681
0.0496	7.5759	2644	0.7431	0.6265	0.7431	0.8620
0.0496	7.5817	2646	0.7363	0.6265	0.7363	0.8581
0.0496	7.5874	2648	0.7176	0.6616	0.7176	0.8471
0.0496	7.5931	2650	0.7044	0.6616	0.7044	0.8393
0.0496	7.5989	2652	0.7013	0.6616	0.7013	0.8374
0.0496	7.6046	2654	0.7113	0.6616	0.7113	0.8434
0.0496	7.6103	2656	0.7227	0.6616	0.7227	0.8501
0.0496	7.6160	2658	0.7426	0.6934	0.7426	0.8617
0.0496	7.6218	2660	0.7647	0.6934	0.7647	0.8745
0.0496	7.6275	2662	0.7885	0.6934	0.7885	0.8880
0.0496	7.6332	2664	0.8143	0.6610	0.8143	0.9024
0.0496	7.6390	2666	0.8046	0.6934	0.8046	0.8970
0.0496	7.6447	2668	0.7876	0.6934	0.7876	0.8875
0.0496	7.6504	2670	0.7729	0.6934	0.7729	0.8791
0.0496	7.6562	2672	0.7748	0.6934	0.7748	0.8802
0.0496	7.6619	2674	0.7851	0.6934	0.7851	0.8861
0.0496	7.6676	2676	0.7873	0.6934	0.7873	0.8873
0.0496	7.6734	2678	0.7866	0.6934	0.7866	0.8869
0.0496	7.6791	2680	0.7876	0.6934	0.7876	0.8875
0.0496	7.6848	2682	0.7784	0.6934	0.7784	0.8823
0.0496	7.6905	2684	0.7628	0.6934	0.7628	0.8734
0.0496	7.6963	2686	0.7619	0.6934	0.7619	0.8729
0.0496	7.7020	2688	0.7525	0.6934	0.7525	0.8675
0.0496	7.7077	2690	0.7399	0.6934	0.7399	0.8602
0.0496	7.7135	2692	0.7299	0.6934	0.7299	0.8543
0.0496	7.7192	2694	0.7205	0.6934	0.7205	0.8488
0.0496	7.7249	2696	0.7161	0.6934	0.7161	0.8462
0.0496	7.7307	2698	0.6985	0.6934	0.6985	0.8358
0.0496	7.7364	2700	0.6992	0.6934	0.6992	0.8362
0.0496	7.7421	2702	0.6987	0.6934	0.6987	0.8359
0.0496	7.7479	2704	0.6964	0.6866	0.6964	0.8345
0.0496	7.7536	2706	0.6951	0.6866	0.6951	0.8337
0.0496	7.7593	2708	0.6866	0.7053	0.6866	0.8286
0.0496	7.7650	2710	0.6850	0.7053	0.6850	0.8277
0.0496	7.7708	2712	0.6991	0.7053	0.6991	0.8361
0.0496	7.7765	2714	0.7179	0.6866	0.7179	0.8473
0.0496	7.7822	2716	0.7548	0.6934	0.7548	0.8688
0.0496	7.7880	2718	0.7870	0.6934	0.7870	0.8871
0.0496	7.7937	2720	0.8230	0.6860	0.8230	0.9072
0.0496	7.7994	2722	0.8539	0.6860	0.8539	0.9240
0.0496	7.8052	2724	0.8780	0.6860	0.8780	0.9370
0.0496	7.8109	2726	0.9007	0.6545	0.9007	0.9491
0.0496	7.8166	2728	0.9045	0.6545	0.9045	0.9511
0.0496	7.8223	2730	0.9038	0.6545	0.9038	0.9507
0.0496	7.8281	2732	0.8684	0.6545	0.8684	0.9319
0.0496	7.8338	2734	0.8296	0.6860	0.8296	0.9108
0.0496	7.8395	2736	0.7873	0.6860	0.7873	0.8873
0.0496	7.8453	2738	0.7565	0.6934	0.7565	0.8698
0.0496	7.8510	2740	0.7251	0.6866	0.7251	0.8515
0.0496	7.8567	2742	0.7005	0.7053	0.7005	0.8369
0.0496	7.8625	2744	0.6820	0.7053	0.6820	0.8258
0.0496	7.8682	2746	0.6662	0.7053	0.6662	0.8162
0.0496	7.8739	2748	0.6537	0.7053	0.6537	0.8085
0.0496	7.8797	2750	0.6457	0.7053	0.6457	0.8036
0.0496	7.8854	2752	0.6478	0.7053	0.6478	0.8049
0.0496	7.8911	2754	0.6677	0.7053	0.6677	0.8171
0.0496	7.8968	2756	0.6889	0.7053	0.6889	0.8300
0.0496	7.9026	2758	0.7124	0.6934	0.7124	0.8440
0.0496	7.9083	2760	0.7292	0.6934	0.7292	0.8539
0.0496	7.9140	2762	0.7603	0.6610	0.7603	0.8720
0.0496	7.9198	2764	0.7847	0.6610	0.7847	0.8858
0.0496	7.9255	2766	0.8104	0.6610	0.8104	0.9002
0.0496	7.9312	2768	0.8330	0.6610	0.8330	0.9127
0.0496	7.9370	2770	0.8501	0.6545	0.8501	0.9220
0.0496	7.9427	2772	0.8666	0.6545	0.8666	0.9309
0.0496	7.9484	2774	0.8581	0.6545	0.8581	0.9263
0.0496	7.9542	2776	0.8466	0.6545	0.8466	0.9201
0.0496	7.9599	2778	0.8503	0.6545	0.8503	0.9221
0.0496	7.9656	2780	0.8303	0.6545	0.8303	0.9112
0.0496	7.9713	2782	0.8159	0.6545	0.8159	0.9032
0.0496	7.9771	2784	0.8056	0.6545	0.8056	0.8976
0.0496	7.9828	2786	0.7989	0.6545	0.7989	0.8938
0.0496	7.9885	2788	0.7877	0.6545	0.7877	0.8875
0.0496	7.9943	2790	0.7694	0.6610	0.7694	0.8772
0.0496	8.0	2792	0.7652	0.6610	0.7652	0.8748
0.0496	8.0057	2794	0.7569	0.6610	0.7569	0.8700
0.0496	8.0115	2796	0.7503	0.6610	0.7503	0.8662
0.0496	8.0172	2798	0.7436	0.6610	0.7436	0.8623
0.0496	8.0229	2800	0.7375	0.7129	0.7375	0.8588
0.0496	8.0287	2802	0.7208	0.7129	0.7208	0.8490
0.0496	8.0344	2804	0.7063	0.7129	0.7063	0.8404
0.0496	8.0401	2806	0.6974	0.7129	0.6974	0.8351
0.0496	8.0458	2808	0.7039	0.7129	0.7039	0.8390
0.0496	8.0516	2810	0.7042	0.7129	0.7042	0.8391
0.0496	8.0573	2812	0.7121	0.7129	0.7121	0.8438
0.0496	8.0630	2814	0.7306	0.6812	0.7306	0.8547
0.0496	8.0688	2816	0.7477	0.6610	0.7477	0.8647
0.0496	8.0745	2818	0.7617	0.6610	0.7617	0.8727
0.0496	8.0802	2820	0.7721	0.6610	0.7721	0.8787
0.0496	8.0860	2822	0.7877	0.6610	0.7877	0.8875
0.0496	8.0917	2824	0.7917	0.6610	0.7917	0.8898
0.0496	8.0974	2826	0.7974	0.6610	0.7974	0.8930
0.0496	8.1032	2828	0.7918	0.6610	0.7918	0.8899
0.0496	8.1089	2830	0.7808	0.6610	0.7808	0.8836
0.0496	8.1146	2832	0.7869	0.6610	0.7869	0.8871
0.0496	8.1203	2834	0.8008	0.6610	0.8008	0.8949
0.0496	8.1261	2836	0.8058	0.6545	0.8058	0.8977
0.0496	8.1318	2838	0.8078	0.6545	0.8078	0.8988
0.0496	8.1375	2840	0.8049	0.6545	0.8049	0.8972
0.0496	8.1433	2842	0.8060	0.6545	0.8060	0.8978
0.0496	8.1490	2844	0.8035	0.6545	0.8035	0.8964
0.0496	8.1547	2846	0.8061	0.6545	0.8061	0.8978
0.0496	8.1605	2848	0.8325	0.6545	0.8325	0.9124
0.0496	8.1662	2850	0.8645	0.6545	0.8645	0.9298
0.0496	8.1719	2852	0.8835	0.6545	0.8835	0.9399
0.0496	8.1777	2854	0.8820	0.6545	0.8820	0.9392
0.0496	8.1834	2856	0.8632	0.6545	0.8632	0.9291
0.0496	8.1891	2858	0.8408	0.6545	0.8408	0.9170
0.0496	8.1948	2860	0.8049	0.6545	0.8049	0.8972
0.0496	8.2006	2862	0.7714	0.6610	0.7714	0.8783
0.0496	8.2063	2864	0.7411	0.6610	0.7411	0.8609
0.0496	8.2120	2866	0.7260	0.6610	0.7260	0.8521
0.0496	8.2178	2868	0.7348	0.6610	0.7348	0.8572
0.0496	8.2235	2870	0.7477	0.6610	0.7477	0.8647
0.0496	8.2292	2872	0.7763	0.6610	0.7763	0.8811
0.0496	8.2350	2874	0.8212	0.6610	0.8212	0.9062
0.0496	8.2407	2876	0.8668	0.6610	0.8668	0.9310
0.0496	8.2464	2878	0.9051	0.6545	0.9051	0.9514
0.0496	8.2521	2880	0.9416	0.5769	0.9416	0.9704
0.0496	8.2579	2882	0.9798	0.5769	0.9798	0.9898
0.0496	8.2636	2884	0.9981	0.5769	0.9981	0.9990
0.0496	8.2693	2886	1.0024	0.5769	1.0024	1.0012
0.0496	8.2751	2888	0.9932	0.5769	0.9932	0.9966
0.0496	8.2808	2890	0.9676	0.5769	0.9676	0.9837
0.0496	8.2865	2892	0.9572	0.5769	0.9572	0.9783
0.0496	8.2923	2894	0.9290	0.5769	0.9290	0.9639
0.0496	8.2980	2896	0.9020	0.6545	0.9020	0.9498
0.0496	8.3037	2898	0.8731	0.6610	0.8731	0.9344
0.0496	8.3095	2900	0.8401	0.6610	0.8401	0.9166
0.0496	8.3152	2902	0.7984	0.6610	0.7984	0.8935
0.0496	8.3209	2904	0.7701	0.6610	0.7701	0.8775
0.0496	8.3266	2906	0.7510	0.6610	0.7510	0.8666
0.0496	8.3324	2908	0.7257	0.6610	0.7257	0.8519
0.0496	8.3381	2910	0.7130	0.6610	0.7130	0.8444
0.0496	8.3438	2912	0.7101	0.6610	0.7101	0.8427
0.0496	8.3496	2914	0.7159	0.6610	0.7159	0.8461
0.0496	8.3553	2916	0.7331	0.6610	0.7331	0.8562
0.0496	8.3610	2918	0.7586	0.6610	0.7586	0.8710
0.0496	8.3668	2920	0.7844	0.6610	0.7844	0.8857
0.0496	8.3725	2922	0.8044	0.6610	0.8044	0.8969
0.0496	8.3782	2924	0.8049	0.6610	0.8049	0.8972
0.0496	8.3840	2926	0.7945	0.6610	0.7945	0.8914
0.0496	8.3897	2928	0.7833	0.6934	0.7833	0.8850
0.0496	8.3954	2930	0.7584	0.6866	0.7584	0.8709
0.0496	8.4011	2932	0.7445	0.6866	0.7445	0.8629
0.0496	8.4069	2934	0.7334	0.6866	0.7334	0.8564
0.0496	8.4126	2936	0.7179	0.6866	0.7179	0.8473
0.0496	8.4183	2938	0.7053	0.7053	0.7053	0.8398
0.0496	8.4241	2940	0.6995	0.7053	0.6995	0.8364
0.0496	8.4298	2942	0.6966	0.7053	0.6966	0.8346
0.0496	8.4355	2944	0.7047	0.6866	0.7047	0.8395
0.0496	8.4413	2946	0.7096	0.6866	0.7096	0.8424
0.0496	8.4470	2948	0.7142	0.6866	0.7142	0.8451
0.0496	8.4527	2950	0.7168	0.6866	0.7168	0.8467
0.0496	8.4585	2952	0.7265	0.6934	0.7265	0.8524
0.0496	8.4642	2954	0.7369	0.6934	0.7369	0.8584
0.0496	8.4699	2956	0.7423	0.6934	0.7423	0.8616
0.0496	8.4756	2958	0.7476	0.6934	0.7476	0.8646
0.0496	8.4814	2960	0.7586	0.6934	0.7586	0.8710
0.0496	8.4871	2962	0.7907	0.6934	0.7907	0.8892
0.0496	8.4928	2964	0.8173	0.6934	0.8173	0.9040
0.0496	8.4986	2966	0.8464	0.6545	0.8464	0.9200
0.0496	8.5043	2968	0.8711	0.6545	0.8711	0.9333
0.0496	8.5100	2970	0.8920	0.6545	0.8920	0.9444
0.0496	8.5158	2972	0.9047	0.5965	0.9047	0.9512
0.0496	8.5215	2974	0.9127	0.5965	0.9127	0.9554
0.0496	8.5272	2976	0.9066	0.6545	0.9066	0.9522
0.0496	8.5330	2978	0.8878	0.6545	0.8878	0.9422
0.0496	8.5387	2980	0.8648	0.6545	0.8648	0.9300
0.0496	8.5444	2982	0.8544	0.6545	0.8544	0.9243
0.0496	8.5501	2984	0.8530	0.6545	0.8530	0.9236
0.0496	8.5559	2986	0.8491	0.6860	0.8491	0.9215
0.0496	8.5616	2988	0.8338	0.6860	0.8338	0.9131
0.0496	8.5673	2990	0.8183	0.6860	0.8183	0.9046
0.0496	8.5731	2992	0.8077	0.6860	0.8077	0.8987
0.0496	8.5788	2994	0.7975	0.6860	0.7975	0.8930
0.0496	8.5845	2996	0.8046	0.6860	0.8046	0.8970
0.0496	8.5903	2998	0.8109	0.6860	0.8109	0.9005
0.0424	8.5960	3000	0.8197	0.6860	0.8197	0.9053
0.0424	8.6017	3002	0.8269	0.6860	0.8269	0.9093
0.0424	8.6074	3004	0.8269	0.6860	0.8269	0.9093
0.0424	8.6132	3006	0.8235	0.6860	0.8235	0.9075
0.0424	8.6189	3008	0.8282	0.6545	0.8282	0.9100
0.0424	8.6246	3010	0.8358	0.6545	0.8358	0.9142
0.0424	8.6304	3012	0.8429	0.6545	0.8429	0.9181
0.0424	8.6361	3014	0.8452	0.6545	0.8452	0.9193
0.0424	8.6418	3016	0.8451	0.6545	0.8451	0.9193
0.0424	8.6476	3018	0.8484	0.6545	0.8484	0.9211
0.0424	8.6533	3020	0.8545	0.6545	0.8545	0.9244
0.0424	8.6590	3022	0.8589	0.6545	0.8589	0.9268
0.0424	8.6648	3024	0.8501	0.6545	0.8501	0.9220
0.0424	8.6705	3026	0.8401	0.6545	0.8401	0.9166
0.0424	8.6762	3028	0.8299	0.6545	0.8299	0.9110
0.0424	8.6819	3030	0.8283	0.6545	0.8283	0.9101
0.0424	8.6877	3032	0.8258	0.6545	0.8258	0.9088
0.0424	8.6934	3034	0.8209	0.6545	0.8209	0.9060
0.0424	8.6991	3036	0.8140	0.6545	0.8140	0.9022
0.0424	8.7049	3038	0.8071	0.6545	0.8071	0.8984
0.0424	8.7106	3040	0.7975	0.6545	0.7975	0.8930
0.0424	8.7163	3042	0.7934	0.6545	0.7934	0.8908
0.0424	8.7221	3044	0.7878	0.6860	0.7878	0.8876
0.0424	8.7278	3046	0.7861	0.6860	0.7861	0.8866
0.0424	8.7335	3048	0.7867	0.6860	0.7867	0.8869
0.0424	8.7393	3050	0.7977	0.6860	0.7977	0.8931
0.0424	8.7450	3052	0.8081	0.6860	0.8081	0.8990
0.0424	8.7507	3054	0.8091	0.6860	0.8091	0.8995
0.0424	8.7564	3056	0.7993	0.6860	0.7993	0.8940
0.0424	8.7622	3058	0.8017	0.6860	0.8017	0.8954
0.0424	8.7679	3060	0.8152	0.6860	0.8152	0.9029
0.0424	8.7736	3062	0.8253	0.6860	0.8253	0.9085
0.0424	8.7794	3064	0.8294	0.6860	0.8294	0.9107
0.0424	8.7851	3066	0.8230	0.6860	0.8230	0.9072
0.0424	8.7908	3068	0.8164	0.6860	0.8164	0.9036
0.0424	8.7966	3070	0.8085	0.6860	0.8085	0.8992
0.0424	8.8023	3072	0.7995	0.6860	0.7995	0.8942
0.0424	8.8080	3074	0.7872	0.6860	0.7872	0.8872
0.0424	8.8138	3076	0.7793	0.6860	0.7793	0.8828
0.0424	8.8195	3078	0.7664	0.6860	0.7664	0.8755
0.0424	8.8252	3080	0.7579	0.6860	0.7579	0.8706
0.0424	8.8309	3082	0.7680	0.6860	0.7680	0.8764
0.0424	8.8367	3084	0.7870	0.6860	0.7870	0.8871
0.0424	8.8424	3086	0.8096	0.6860	0.8096	0.8998
0.0424	8.8481	3088	0.8154	0.6860	0.8154	0.9030
0.0424	8.8539	3090	0.8221	0.6860	0.8221	0.9067
0.0424	8.8596	3092	0.8156	0.6860	0.8156	0.9031
0.0424	8.8653	3094	0.8072	0.6860	0.8072	0.8984
0.0424	8.8711	3096	0.7988	0.6860	0.7988	0.8937
0.0424	8.8768	3098	0.7873	0.6860	0.7873	0.8873
0.0424	8.8825	3100	0.7788	0.6860	0.7788	0.8825
0.0424	8.8883	3102	0.7783	0.6860	0.7783	0.8822
0.0424	8.8940	3104	0.7841	0.6860	0.7841	0.8855
0.0424	8.8997	3106	0.7884	0.6860	0.7884	0.8879
0.0424	8.9054	3108	0.7909	0.6860	0.7909	0.8893
0.0424	8.9112	3110	0.7920	0.6860	0.7920	0.8900
0.0424	8.9169	3112	0.7923	0.6860	0.7923	0.8901
0.0424	8.9226	3114	0.7910	0.6860	0.7910	0.8894
0.0424	8.9284	3116	0.7856	0.6860	0.7856	0.8863
0.0424	8.9341	3118	0.7777	0.6860	0.7777	0.8819
0.0424	8.9398	3120	0.7675	0.6797	0.7675	0.8760
0.0424	8.9456	3122	0.7531	0.6797	0.7531	0.8678
0.0424	8.9513	3124	0.7422	0.6797	0.7422	0.8615
0.0424	8.9570	3126	0.7329	0.6866	0.7329	0.8561
0.0424	8.9628	3128	0.7264	0.6866	0.7264	0.8523
0.0424	8.9685	3130	0.7194	0.6866	0.7194	0.8482
0.0424	8.9742	3132	0.7181	0.6866	0.7181	0.8474
0.0424	8.9799	3134	0.7179	0.6866	0.7179	0.8473
0.0424	8.9857	3136	0.7233	0.6866	0.7233	0.8505
0.0424	8.9914	3138	0.7280	0.6866	0.7280	0.8532
0.0424	8.9971	3140	0.7321	0.6866	0.7321	0.8556
0.0424	9.0029	3142	0.7382	0.6934	0.7382	0.8592
0.0424	9.0086	3144	0.7481	0.6934	0.7481	0.8649
0.0424	9.0143	3146	0.7531	0.6934	0.7531	0.8678
0.0424	9.0201	3148	0.7534	0.6934	0.7534	0.8680
0.0424	9.0258	3150	0.7538	0.6934	0.7538	0.8682
0.0424	9.0315	3152	0.7535	0.6934	0.7535	0.8681
0.0424	9.0372	3154	0.7485	0.6934	0.7485	0.8652
0.0424	9.0430	3156	0.7479	0.6866	0.7479	0.8648
0.0424	9.0487	3158	0.7482	0.6797	0.7482	0.8650
0.0424	9.0544	3160	0.7477	0.6797	0.7477	0.8647
0.0424	9.0602	3162	0.7524	0.6797	0.7524	0.8674
0.0424	9.0659	3164	0.7534	0.6797	0.7534	0.8680
0.0424	9.0716	3166	0.7518	0.6797	0.7518	0.8670
0.0424	9.0774	3168	0.7508	0.6797	0.7508	0.8665
0.0424	9.0831	3170	0.7477	0.6797	0.7477	0.8647
0.0424	9.0888	3172	0.7463	0.6797	0.7463	0.8639
0.0424	9.0946	3174	0.7506	0.6797	0.7506	0.8664
0.0424	9.1003	3176	0.7560	0.6797	0.7560	0.8695
0.0424	9.1060	3178	0.7620	0.6797	0.7620	0.8729
0.0424	9.1117	3180	0.7696	0.6797	0.7696	0.8773
0.0424	9.1175	3182	0.7738	0.6797	0.7738	0.8797
0.0424	9.1232	3184	0.7786	0.6797	0.7786	0.8824
0.0424	9.1289	3186	0.7824	0.6797	0.7824	0.8845
0.0424	9.1347	3188	0.7882	0.6797	0.7882	0.8878
0.0424	9.1404	3190	0.7930	0.6797	0.7930	0.8905
0.0424	9.1461	3192	0.7980	0.6797	0.7980	0.8933
0.0424	9.1519	3194	0.8015	0.6797	0.8015	0.8953
0.0424	9.1576	3196	0.8068	0.6797	0.8068	0.8982
0.0424	9.1633	3198	0.8103	0.6797	0.8103	0.9002
0.0424	9.1691	3200	0.8095	0.6797	0.8095	0.8997
0.0424	9.1748	3202	0.8104	0.6797	0.8104	0.9002
0.0424	9.1805	3204	0.8118	0.6797	0.8118	0.9010
0.0424	9.1862	3206	0.8134	0.6797	0.8134	0.9019
0.0424	9.1920	3208	0.8132	0.6797	0.8132	0.9018
0.0424	9.1977	3210	0.8148	0.6797	0.8148	0.9027
0.0424	9.2034	3212	0.8180	0.6797	0.8180	0.9044
0.0424	9.2092	3214	0.8206	0.6860	0.8206	0.9059
0.0424	9.2149	3216	0.8255	0.6860	0.8255	0.9086
0.0424	9.2206	3218	0.8287	0.6860	0.8287	0.9103
0.0424	9.2264	3220	0.8346	0.6860	0.8346	0.9136
0.0424	9.2321	3222	0.8380	0.6860	0.8380	0.9154
0.0424	9.2378	3224	0.8459	0.6545	0.8459	0.9197
0.0424	9.2436	3226	0.8474	0.6545	0.8474	0.9205
0.0424	9.2493	3228	0.8484	0.6545	0.8484	0.9211
0.0424	9.2550	3230	0.8468	0.6545	0.8468	0.9202
0.0424	9.2607	3232	0.8430	0.6545	0.8430	0.9182
0.0424	9.2665	3234	0.8370	0.6545	0.8370	0.9149
0.0424	9.2722	3236	0.8293	0.6545	0.8293	0.9107
0.0424	9.2779	3238	0.8224	0.6545	0.8224	0.9069
0.0424	9.2837	3240	0.8183	0.6545	0.8183	0.9046
0.0424	9.2894	3242	0.8159	0.6860	0.8159	0.9033
0.0424	9.2951	3244	0.8119	0.6545	0.8119	0.9011
0.0424	9.3009	3246	0.8137	0.6545	0.8137	0.9021
0.0424	9.3066	3248	0.8156	0.6545	0.8156	0.9031
0.0424	9.3123	3250	0.8166	0.6545	0.8166	0.9036
0.0424	9.3181	3252	0.8107	0.6545	0.8107	0.9004
0.0424	9.3238	3254	0.8062	0.6545	0.8062	0.8979
0.0424	9.3295	3256	0.7992	0.6545	0.7992	0.8940
0.0424	9.3352	3258	0.7865	0.6545	0.7865	0.8868
0.0424	9.3410	3260	0.7766	0.6545	0.7766	0.8813
0.0424	9.3467	3262	0.7700	0.6860	0.7700	0.8775
0.0424	9.3524	3264	0.7689	0.6860	0.7689	0.8769
0.0424	9.3582	3266	0.7654	0.6934	0.7654	0.8749
0.0424	9.3639	3268	0.7601	0.6934	0.7601	0.8718
0.0424	9.3696	3270	0.7575	0.6934	0.7575	0.8704
0.0424	9.3754	3272	0.7581	0.6934	0.7581	0.8707
0.0424	9.3811	3274	0.7566	0.6934	0.7566	0.8698
0.0424	9.3868	3276	0.7576	0.6934	0.7576	0.8704
0.0424	9.3926	3278	0.7588	0.6934	0.7588	0.8711
0.0424	9.3983	3280	0.7607	0.6934	0.7607	0.8722
0.0424	9.4040	3282	0.7607	0.6934	0.7607	0.8722
0.0424	9.4097	3284	0.7593	0.6934	0.7593	0.8714
0.0424	9.4155	3286	0.7615	0.6934	0.7615	0.8727
0.0424	9.4212	3288	0.7635	0.6610	0.7635	0.8738
0.0424	9.4269	3290	0.7642	0.6610	0.7642	0.8742
0.0424	9.4327	3292	0.7658	0.6610	0.7658	0.8751
0.0424	9.4384	3294	0.7680	0.6545	0.7680	0.8764
0.0424	9.4441	3296	0.7712	0.6545	0.7712	0.8782
0.0424	9.4499	3298	0.7737	0.6545	0.7737	0.8796
0.0424	9.4556	3300	0.7738	0.6545	0.7738	0.8797
0.0424	9.4613	3302	0.7712	0.6610	0.7712	0.8782
0.0424	9.4670	3304	0.7693	0.6610	0.7693	0.8771
0.0424	9.4728	3306	0.7672	0.6610	0.7672	0.8759
0.0424	9.4785	3308	0.7638	0.6610	0.7638	0.8740
0.0424	9.4842	3310	0.7591	0.6610	0.7591	0.8713
0.0424	9.4900	3312	0.7504	0.6610	0.7504	0.8663
0.0424	9.4957	3314	0.7437	0.6610	0.7437	0.8624
0.0424	9.5014	3316	0.7404	0.6610	0.7404	0.8605
0.0424	9.5072	3318	0.7417	0.6610	0.7417	0.8612
0.0424	9.5129	3320	0.7477	0.6610	0.7477	0.8647
0.0424	9.5186	3322	0.7523	0.6610	0.7523	0.8674
0.0424	9.5244	3324	0.7581	0.6610	0.7581	0.8707
0.0424	9.5301	3326	0.7649	0.6610	0.7649	0.8746
0.0424	9.5358	3328	0.7689	0.6610	0.7689	0.8769
0.0424	9.5415	3330	0.7760	0.6610	0.7760	0.8809
0.0424	9.5473	3332	0.7812	0.6610	0.7812	0.8838
0.0424	9.5530	3334	0.7849	0.6610	0.7849	0.8860
0.0424	9.5587	3336	0.7900	0.6610	0.7900	0.8888
0.0424	9.5645	3338	0.7949	0.6545	0.7949	0.8916
0.0424	9.5702	3340	0.7984	0.6545	0.7984	0.8935
0.0424	9.5759	3342	0.8032	0.6545	0.8032	0.8962
0.0424	9.5817	3344	0.8076	0.6545	0.8076	0.8987
0.0424	9.5874	3346	0.8093	0.6545	0.8093	0.8996
0.0424	9.5931	3348	0.8110	0.6545	0.8110	0.9006
0.0424	9.5989	3350	0.8138	0.6545	0.8138	0.9021
0.0424	9.6046	3352	0.8156	0.6545	0.8156	0.9031
0.0424	9.6103	3354	0.8166	0.6545	0.8166	0.9037
0.0424	9.6160	3356	0.8182	0.6545	0.8182	0.9046
0.0424	9.6218	3358	0.8217	0.6545	0.8217	0.9065
0.0424	9.6275	3360	0.8241	0.6545	0.8241	0.9078
0.0424	9.6332	3362	0.8258	0.6545	0.8258	0.9087
0.0424	9.6390	3364	0.8257	0.6545	0.8257	0.9087
0.0424	9.6447	3366	0.8265	0.6545	0.8265	0.9091
0.0424	9.6504	3368	0.8287	0.6545	0.8287	0.9103
0.0424	9.6562	3370	0.8316	0.6545	0.8316	0.9119
0.0424	9.6619	3372	0.8332	0.6545	0.8332	0.9128
0.0424	9.6676	3374	0.8334	0.6545	0.8334	0.9129
0.0424	9.6734	3376	0.8337	0.6545	0.8337	0.9130
0.0424	9.6791	3378	0.8338	0.6545	0.8338	0.9131
0.0424	9.6848	3380	0.8368	0.6545	0.8368	0.9148
0.0424	9.6905	3382	0.8409	0.6545	0.8409	0.9170
0.0424	9.6963	3384	0.8446	0.6545	0.8446	0.9190
0.0424	9.7020	3386	0.8467	0.6545	0.8467	0.9201
0.0424	9.7077	3388	0.8481	0.6545	0.8481	0.9209
0.0424	9.7135	3390	0.8496	0.6545	0.8496	0.9217
0.0424	9.7192	3392	0.8501	0.6545	0.8501	0.9220
0.0424	9.7249	3394	0.8515	0.6545	0.8515	0.9228
0.0424	9.7307	3396	0.8531	0.6545	0.8531	0.9237
0.0424	9.7364	3398	0.8533	0.6545	0.8533	0.9237
0.0424	9.7421	3400	0.8521	0.6545	0.8521	0.9231
0.0424	9.7479	3402	0.8522	0.6545	0.8522	0.9231
0.0424	9.7536	3404	0.8530	0.6545	0.8530	0.9236
0.0424	9.7593	3406	0.8521	0.6545	0.8521	0.9231
0.0424	9.7650	3408	0.8533	0.6545	0.8533	0.9237
0.0424	9.7708	3410	0.8542	0.6545	0.8542	0.9242
0.0424	9.7765	3412	0.8575	0.6545	0.8575	0.9260
0.0424	9.7822	3414	0.8613	0.6545	0.8613	0.9280
0.0424	9.7880	3416	0.8647	0.6545	0.8647	0.9299
0.0424	9.7937	3418	0.8676	0.6545	0.8676	0.9314
0.0424	9.7994	3420	0.8698	0.6545	0.8698	0.9326
0.0424	9.8052	3422	0.8705	0.6545	0.8705	0.9330
0.0424	9.8109	3424	0.8709	0.6545	0.8709	0.9332
0.0424	9.8166	3426	0.8718	0.6545	0.8718	0.9337
0.0424	9.8223	3428	0.8717	0.6545	0.8717	0.9336
0.0424	9.8281	3430	0.8716	0.6545	0.8716	0.9336
0.0424	9.8338	3432	0.8704	0.6545	0.8704	0.9329
0.0424	9.8395	3434	0.8688	0.6545	0.8688	0.9321
0.0424	9.8453	3436	0.8675	0.6545	0.8675	0.9314
0.0424	9.8510	3438	0.8662	0.6545	0.8662	0.9307
0.0424	9.8567	3440	0.8652	0.6545	0.8652	0.9302
0.0424	9.8625	3442	0.8641	0.6545	0.8641	0.9296
0.0424	9.8682	3444	0.8630	0.6545	0.8630	0.9290
0.0424	9.8739	3446	0.8604	0.6545	0.8604	0.9276
0.0424	9.8797	3448	0.8586	0.6545	0.8586	0.9266
0.0424	9.8854	3450	0.8572	0.6545	0.8572	0.9259
0.0424	9.8911	3452	0.8560	0.6545	0.8560	0.9252
0.0424	9.8968	3454	0.8550	0.6545	0.8550	0.9247
0.0424	9.9026	3456	0.8545	0.6545	0.8545	0.9244
0.0424	9.9083	3458	0.8544	0.6545	0.8544	0.9244
0.0424	9.9140	3460	0.8542	0.6545	0.8542	0.9242
0.0424	9.9198	3462	0.8541	0.6545	0.8541	0.9242
0.0424	9.9255	3464	0.8538	0.6545	0.8538	0.9240
0.0424	9.9312	3466	0.8537	0.6545	0.8537	0.9239
0.0424	9.9370	3468	0.8537	0.6545	0.8537	0.9239
0.0424	9.9427	3470	0.8536	0.6545	0.8536	0.9239
0.0424	9.9484	3472	0.8537	0.6545	0.8537	0.9240
0.0424	9.9542	3474	0.8537	0.6545	0.8537	0.9240
0.0424	9.9599	3476	0.8536	0.6545	0.8536	0.9239
0.0424	9.9656	3478	0.8535	0.6545	0.8535	0.9239
0.0424	9.9713	3480	0.8532	0.6545	0.8532	0.9237
0.0424	9.9771	3482	0.8531	0.6545	0.8531	0.9236
0.0424	9.9828	3484	0.8530	0.6545	0.8530	0.9236
0.0424	9.9885	3486	0.8530	0.6545	0.8530	0.9236
0.0424	9.9943	3488	0.8530	0.6545	0.8530	0.9236
0.0424	10.0	3490	0.8530	0.6545	0.8530	0.9236

Framework versions

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