Arabic_FineTuningAraBERT_AugV5_k40_task2_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: 0.5444
• Qwk: 0.3318
• Mse: 0.5444
• Rmse: 0.7379

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	0.0072	2	3.5046	0.0	3.5046	1.8721
No log	0.0145	4	2.1051	-0.0750	2.1051	1.4509
No log	0.0217	6	1.2158	0.0	1.2158	1.1026
No log	0.0290	8	1.1046	0.0	1.1046	1.0510
No log	0.0362	10	1.0966	0.0	1.0966	1.0472
No log	0.0435	12	1.2664	0.0	1.2664	1.1253
No log	0.0507	14	1.0225	0.0	1.0225	1.0112
No log	0.0580	16	0.8810	0.0	0.8810	0.9386
No log	0.0652	18	1.1068	0.0	1.1068	1.0520
No log	0.0725	20	1.3702	0.0	1.3702	1.1706
No log	0.0797	22	1.2048	0.0	1.2048	1.0976
No log	0.0870	24	1.1358	0.0	1.1358	1.0657
No log	0.0942	26	0.9785	0.0	0.9785	0.9892
No log	0.1014	28	0.9026	0.0	0.9026	0.9500
No log	0.1087	30	0.9652	0.0	0.9652	0.9825
No log	0.1159	32	1.2547	0.0	1.2547	1.1202
No log	0.1232	34	1.7907	0.0955	1.7907	1.3382
No log	0.1304	36	2.0913	0.1328	2.0913	1.4461
No log	0.1377	38	2.0937	0.1328	2.0937	1.4470
No log	0.1449	40	1.8938	0.1847	1.8938	1.3762
No log	0.1522	42	1.4512	0.0577	1.4512	1.2046
No log	0.1594	44	1.0907	0.0	1.0907	1.0444
No log	0.1667	46	0.7739	0.2452	0.7739	0.8797
No log	0.1739	48	0.6930	0.2452	0.6930	0.8325
No log	0.1812	50	0.6820	0.3197	0.6820	0.8258
No log	0.1884	52	0.6944	0.3197	0.6944	0.8333
No log	0.1957	54	0.7769	0.1564	0.7769	0.8814
No log	0.2029	56	1.0284	0.0	1.0284	1.0141
No log	0.2101	58	1.3169	0.0	1.3169	1.1476
No log	0.2174	60	1.5817	0.0173	1.5817	1.2577
No log	0.2246	62	1.6844	-0.0096	1.6844	1.2978
No log	0.2319	64	1.3535	0.0	1.3535	1.1634
No log	0.2391	66	1.0382	0.0	1.0382	1.0189
No log	0.2464	68	1.2687	0.0901	1.2687	1.1263
No log	0.2536	70	1.8859	0.1777	1.8859	1.3733
No log	0.2609	72	1.8857	0.1777	1.8857	1.3732
No log	0.2681	74	1.7520	0.2119	1.7520	1.3236
No log	0.2754	76	1.5108	0.0901	1.5108	1.2291
No log	0.2826	78	1.1415	0.0	1.1415	1.0684
No log	0.2899	80	0.8926	0.0	0.8926	0.9448
No log	0.2971	82	0.7865	0.0	0.7865	0.8868
No log	0.3043	84	0.7536	0.0	0.7536	0.8681
No log	0.3116	86	0.7796	0.0	0.7796	0.8830
No log	0.3188	88	0.7889	0.0	0.7889	0.8882
No log	0.3261	90	0.7745	0.0	0.7745	0.8801
No log	0.3333	92	0.9594	0.0	0.9594	0.9795
No log	0.3406	94	1.0123	0.0	1.0123	1.0061
No log	0.3478	96	0.8806	0.0	0.8806	0.9384
No log	0.3551	98	0.9560	0.0	0.9560	0.9778
No log	0.3623	100	1.1468	0.0	1.1468	1.0709
No log	0.3696	102	1.3530	0.0	1.3530	1.1632
No log	0.3768	104	1.2995	0.0	1.2995	1.1399
No log	0.3841	106	1.0633	0.0	1.0633	1.0312
No log	0.3913	108	0.8696	0.0	0.8696	0.9325
No log	0.3986	110	0.9007	0.0	0.9007	0.9491
No log	0.4058	112	1.0303	0.0	1.0303	1.0150
No log	0.4130	114	1.1223	0.0	1.1223	1.0594
No log	0.4203	116	1.0311	0.0	1.0311	1.0154
No log	0.4275	118	1.0032	0.0	1.0032	1.0016
No log	0.4348	120	0.9620	0.0	0.9620	0.9808
No log	0.4420	122	0.8366	0.1564	0.8366	0.9147
No log	0.4493	124	0.7680	0.1026	0.7680	0.8764
No log	0.4565	126	0.8022	0.1026	0.8022	0.8957
No log	0.4638	128	0.8144	0.3046	0.8144	0.9024
No log	0.4710	130	0.8233	0.0411	0.8233	0.9073
No log	0.4783	132	0.7778	-0.0185	0.7778	0.8819
No log	0.4855	134	0.7350	0.1356	0.7350	0.8573
No log	0.4928	136	0.7711	-0.0294	0.7711	0.8781
No log	0.5	138	0.8129	0.1356	0.8129	0.9016
No log	0.5072	140	0.8704	-0.0048	0.8704	0.9329
No log	0.5145	142	0.9155	-0.0048	0.9155	0.9568
No log	0.5217	144	0.8818	-0.0048	0.8818	0.9390
No log	0.5290	146	0.8552	0.1356	0.8552	0.9248
No log	0.5362	148	0.8468	0.1765	0.8468	0.9202
No log	0.5435	150	0.8216	0.1765	0.8216	0.9064
No log	0.5507	152	0.7745	0.1765	0.7745	0.8800
No log	0.5580	154	0.7671	0.1765	0.7671	0.8758
No log	0.5652	156	0.8132	0.1356	0.8132	0.9018
No log	0.5725	158	0.8569	0.1797	0.8569	0.9257
No log	0.5797	160	0.8863	0.1797	0.8863	0.9414
No log	0.5870	162	0.8732	0.1419	0.8732	0.9344
No log	0.5942	164	0.8140	0.2154	0.8140	0.9022
No log	0.6014	166	0.7520	0.2696	0.7520	0.8672
No log	0.6087	168	0.7889	0.2286	0.7889	0.8882
No log	0.6159	170	0.7388	0.2553	0.7388	0.8595
No log	0.6232	172	0.6748	0.2184	0.6748	0.8215
No log	0.6304	174	0.6417	0.0503	0.6417	0.8011
No log	0.6377	176	0.5996	0.0503	0.5996	0.7744
No log	0.6449	178	0.5723	0.3824	0.5723	0.7565
No log	0.6522	180	0.6012	0.4112	0.6012	0.7754
No log	0.6594	182	0.6862	0.3143	0.6862	0.8284
No log	0.6667	184	0.7510	0.3143	0.7510	0.8666
No log	0.6739	186	0.7253	0.2150	0.7253	0.8516
No log	0.6812	188	0.7257	0.0957	0.7257	0.8519
No log	0.6884	190	0.7610	0.1765	0.7610	0.8723
No log	0.6957	192	0.8325	0.3318	0.8325	0.9124
No log	0.7029	194	0.8625	0.3318	0.8625	0.9287
No log	0.7101	196	0.8472	0.2533	0.8472	0.9204
No log	0.7174	198	0.8634	0.0170	0.8634	0.9292
No log	0.7246	200	0.8498	0.0170	0.8498	0.9219
No log	0.7319	202	0.8151	0.0516	0.8151	0.9028
No log	0.7391	204	0.7985	0.2184	0.7985	0.8936
No log	0.7464	206	0.8324	0.0503	0.8324	0.9123
No log	0.7536	208	0.8320	-0.0153	0.8320	0.9121
No log	0.7609	210	0.8097	0.0503	0.8097	0.8998
No log	0.7681	212	0.8445	0.1064	0.8445	0.9190
No log	0.7754	214	1.0216	0.0118	1.0216	1.0107
No log	0.7826	216	1.1471	0.0308	1.1471	1.0710
No log	0.7899	218	1.0804	0.0677	1.0804	1.0394
No log	0.7971	220	0.8850	0.1192	0.8850	0.9407
No log	0.8043	222	0.8124	-0.1695	0.8124	0.9013
No log	0.8116	224	0.8529	0.0099	0.8529	0.9235
No log	0.8188	226	0.8965	-0.1695	0.8965	0.9468
No log	0.8261	228	0.9657	-0.1375	0.9657	0.9827
No log	0.8333	230	1.0717	-0.2000	1.0717	1.0352
No log	0.8406	232	1.0302	-0.1375	1.0302	1.0150
No log	0.8478	234	0.9178	-0.1870	0.9178	0.9580
No log	0.8551	236	0.7949	0.0339	0.7949	0.8916
No log	0.8623	238	0.7272	0.0735	0.7272	0.8527
No log	0.8696	240	0.6900	0.0735	0.6900	0.8307
No log	0.8768	242	0.6846	0.0735	0.6846	0.8274
No log	0.8841	244	0.6860	0.0957	0.6860	0.8282
No log	0.8913	246	0.7179	0.1560	0.7179	0.8473
No log	0.8986	248	0.7304	0.0957	0.7304	0.8546
No log	0.9058	250	0.7277	0.0567	0.7277	0.8531
No log	0.9130	252	0.7331	0.2373	0.7331	0.8562
No log	0.9203	254	0.7202	0.2373	0.7202	0.8486
No log	0.9275	256	0.7314	0.1419	0.7314	0.8552
No log	0.9348	258	0.7375	0.0170	0.7375	0.8588
No log	0.9420	260	0.6947	0.1419	0.6947	0.8335
No log	0.9493	262	0.6914	0.2921	0.6914	0.8315
No log	0.9565	264	0.6988	0.2921	0.6988	0.8359
No log	0.9638	266	0.6587	0.2921	0.6587	0.8116
No log	0.9710	268	0.6119	0.2921	0.6119	0.7822
No log	0.9783	270	0.5816	0.2921	0.5816	0.7626
No log	0.9855	272	0.5582	0.1765	0.5582	0.7472
No log	0.9928	274	0.5388	0.2184	0.5388	0.7340
No log	1.0	276	0.5308	0.1765	0.5308	0.7285
No log	1.0072	278	0.5315	0.1765	0.5315	0.7291
No log	1.0145	280	0.5493	0.1962	0.5493	0.7411
No log	1.0217	282	0.5759	0.1560	0.5759	0.7589
No log	1.0290	284	0.5908	0.1560	0.5908	0.7686
No log	1.0362	286	0.5980	0.1356	0.5980	0.7733
No log	1.0435	288	0.6749	0.2184	0.6749	0.8215
No log	1.0507	290	0.8031	0.0679	0.8031	0.8962
No log	1.0580	292	0.8487	0.0	0.8487	0.9212
No log	1.0652	294	0.8339	0.0	0.8339	0.9132
No log	1.0725	296	0.7373	0.0258	0.7373	0.8587
No log	1.0797	298	0.7023	0.0258	0.7023	0.8380
No log	1.0870	300	0.7271	-0.0153	0.7271	0.8527
No log	1.0942	302	0.7391	-0.0153	0.7391	0.8597
No log	1.1014	304	0.7255	0.1141	0.7255	0.8518
No log	1.1087	306	0.7487	0.1356	0.7487	0.8653
No log	1.1159	308	0.7457	0.1141	0.7457	0.8635
No log	1.1232	310	0.7283	0.1141	0.7283	0.8534
No log	1.1304	312	0.7409	0.1340	0.7409	0.8608
No log	1.1377	314	0.7365	0.1340	0.7365	0.8582
No log	1.1449	316	0.7500	0.2588	0.7500	0.8660
No log	1.1522	318	0.7379	0.1340	0.7379	0.8590
No log	1.1594	320	0.7441	0.1985	0.7441	0.8626
No log	1.1667	322	0.7154	0.1558	0.7154	0.8458
No log	1.1739	324	0.7019	0.1558	0.7019	0.8378
No log	1.1812	326	0.7417	0.1558	0.7417	0.8612
No log	1.1884	328	0.7095	0.1558	0.7095	0.8423
No log	1.1957	330	0.7163	-0.0153	0.7163	0.8463
No log	1.2029	332	0.6746	0.1558	0.6746	0.8213
No log	1.2101	334	0.7011	0.1141	0.7011	0.8373
No log	1.2174	336	0.7372	0.1209	0.7372	0.8586
No log	1.2246	338	0.7811	0.1600	0.7811	0.8838
No log	1.2319	340	0.7984	0.1600	0.7984	0.8936
No log	1.2391	342	0.7416	0.1141	0.7416	0.8612
No log	1.2464	344	0.7004	0.1141	0.7004	0.8369
No log	1.2536	346	0.6954	0.0735	0.6954	0.8339
No log	1.2609	348	0.6984	0.1141	0.6984	0.8357
No log	1.2681	350	0.7404	0.0258	0.7404	0.8605
No log	1.2754	352	0.7861	-0.0418	0.7861	0.8866
No log	1.2826	354	0.7665	-0.0418	0.7665	0.8755
No log	1.2899	356	0.7247	0.0258	0.7247	0.8513
No log	1.2971	358	0.6903	-0.0153	0.6903	0.8309
No log	1.3043	360	0.6554	0.1765	0.6554	0.8096
No log	1.3116	362	0.6436	0.1765	0.6436	0.8022
No log	1.3188	364	0.6510	0.1765	0.6510	0.8069
No log	1.3261	366	0.6449	0.1765	0.6449	0.8030
No log	1.3333	368	0.6395	0.1356	0.6395	0.7997
No log	1.3406	370	0.6414	0.1765	0.6414	0.8009
No log	1.3478	372	0.6306	0.1765	0.6306	0.7941
No log	1.3551	374	0.6202	0.1765	0.6202	0.7875
No log	1.3623	376	0.6132	0.1765	0.6132	0.7831
No log	1.3696	378	0.6014	0.1765	0.6014	0.7755
No log	1.3768	380	0.5992	0.1765	0.5992	0.7741
No log	1.3841	382	0.6025	0.1765	0.6025	0.7762
No log	1.3913	384	0.6070	0.1141	0.6070	0.7791
No log	1.3986	386	0.6683	0.2759	0.6683	0.8175
No log	1.4058	388	0.7224	0.2759	0.7224	0.8500
No log	1.4130	390	0.7041	0.2921	0.7041	0.8391
No log	1.4203	392	0.6594	0.2921	0.6594	0.8120
No log	1.4275	394	0.6210	0.2533	0.6210	0.7880
No log	1.4348	396	0.6054	0.2921	0.6054	0.7781
No log	1.4420	398	0.5922	0.2533	0.5922	0.7696
No log	1.4493	400	0.5735	0.1356	0.5735	0.7573
No log	1.4565	402	0.5552	0.1356	0.5552	0.7451
No log	1.4638	404	0.5740	0.3318	0.5740	0.7576
No log	1.4710	406	0.6028	0.3163	0.6028	0.7764
No log	1.4783	408	0.5769	0.3318	0.5769	0.7595
No log	1.4855	410	0.5528	0.1765	0.5528	0.7435
No log	1.4928	412	0.5629	0.1765	0.5629	0.7503
No log	1.5	414	0.5680	0.2921	0.5680	0.7537
No log	1.5072	416	0.5666	0.2921	0.5666	0.7527
No log	1.5145	418	0.5862	0.3318	0.5862	0.7656
No log	1.5217	420	0.6082	0.3318	0.6082	0.7799
No log	1.5290	422	0.6273	0.3318	0.6273	0.7920
No log	1.5362	424	0.6188	0.3318	0.6188	0.7866
No log	1.5435	426	0.6559	0.3724	0.6559	0.8099
No log	1.5507	428	0.7683	0.4899	0.7683	0.8766
No log	1.5580	430	0.7399	0.2566	0.7399	0.8602
No log	1.5652	432	0.6086	0.1398	0.6086	0.7801
No log	1.5725	434	0.5560	0.1340	0.5560	0.7457
No log	1.5797	436	0.5441	0.2613	0.5441	0.7377
No log	1.5870	438	0.5585	0.3318	0.5585	0.7474
No log	1.5942	440	0.6001	0.3318	0.6001	0.7747
No log	1.6014	442	0.6438	0.3318	0.6438	0.8023
No log	1.6087	444	0.6759	0.3724	0.6759	0.8221
No log	1.6159	446	0.6240	0.3318	0.6240	0.7899
No log	1.6232	448	0.5709	0.2184	0.5709	0.7556
No log	1.6304	450	0.5681	0.1765	0.5681	0.7537
No log	1.6377	452	0.5778	0.1765	0.5778	0.7601
No log	1.6449	454	0.5842	0.2184	0.5842	0.7644
No log	1.6522	456	0.6100	0.2184	0.6100	0.7810
No log	1.6594	458	0.6676	0.3724	0.6676	0.8171
No log	1.6667	460	0.7044	0.4140	0.7044	0.8393
No log	1.6739	462	0.6659	0.3724	0.6659	0.8160
No log	1.6812	464	0.6010	0.2184	0.6010	0.7752
No log	1.6884	466	0.5740	0.1765	0.5740	0.7576
No log	1.6957	468	0.5779	0.1356	0.5779	0.7602
No log	1.7029	470	0.5969	0.0957	0.5969	0.7726
No log	1.7101	472	0.5893	0.0957	0.5893	0.7676
No log	1.7174	474	0.5765	0.1356	0.5765	0.7593
No log	1.7246	476	0.5812	0.2184	0.5812	0.7624
No log	1.7319	478	0.6441	0.3724	0.6441	0.8026
No log	1.7391	480	0.7022	0.3724	0.7022	0.8380
No log	1.7464	482	0.7253	0.3724	0.7253	0.8517
No log	1.7536	484	0.7097	0.3724	0.7097	0.8424
No log	1.7609	486	0.6765	0.3318	0.6765	0.8225
No log	1.7681	488	0.6321	0.3318	0.6321	0.7950
No log	1.7754	490	0.6203	0.3318	0.6203	0.7876
No log	1.7826	492	0.6175	0.3318	0.6175	0.7858
No log	1.7899	494	0.6305	0.3318	0.6305	0.7941
No log	1.7971	496	0.6304	0.3318	0.6304	0.7939
No log	1.8043	498	0.6327	0.3318	0.6327	0.7954
0.4305	1.8116	500	0.6086	0.2921	0.6086	0.7801
0.4305	1.8188	502	0.6031	0.2921	0.6031	0.7766
0.4305	1.8261	504	0.5976	0.1765	0.5976	0.7731
0.4305	1.8333	506	0.5876	0.1765	0.5876	0.7666
0.4305	1.8406	508	0.5777	0.1765	0.5777	0.7601
0.4305	1.8478	510	0.5635	0.1765	0.5635	0.7507
0.4305	1.8551	512	0.5538	0.1765	0.5538	0.7442
0.4305	1.8623	514	0.5626	0.3318	0.5626	0.7501
0.4305	1.8696	516	0.6171	0.3318	0.6171	0.7856
0.4305	1.8768	518	0.7103	0.3724	0.7103	0.8428
0.4305	1.8841	520	0.7199	0.3724	0.7199	0.8485
0.4305	1.8913	522	0.7388	0.3724	0.7388	0.8596
0.4305	1.8986	524	0.6763	0.3318	0.6763	0.8224
0.4305	1.9058	526	0.6187	0.3318	0.6187	0.7866
0.4305	1.9130	528	0.5976	0.3318	0.5976	0.7730
0.4305	1.9203	530	0.5900	0.3318	0.5900	0.7681
0.4305	1.9275	532	0.5871	0.2184	0.5871	0.7662
0.4305	1.9348	534	0.5921	0.2184	0.5921	0.7695
0.4305	1.9420	536	0.6137	0.3318	0.6137	0.7834
0.4305	1.9493	538	0.6570	0.3318	0.6570	0.8106
0.4305	1.9565	540	0.6696	0.3318	0.6696	0.8183
0.4305	1.9638	542	0.6381	0.3318	0.6381	0.7988
0.4305	1.9710	544	0.5920	0.2921	0.5920	0.7694
0.4305	1.9783	546	0.6142	0.2817	0.6142	0.7837
0.4305	1.9855	548	0.6554	0.2988	0.6554	0.8096
0.4305	1.9928	550	0.6602	0.2732	0.6602	0.8125
0.4305	2.0	552	0.6378	0.2817	0.6378	0.7986
0.4305	2.0072	554	0.6773	0.2921	0.6773	0.8230
0.4305	2.0145	556	0.7484	0.3318	0.7484	0.8651
0.4305	2.0217	558	0.7247	0.3318	0.7247	0.8513
0.4305	2.0290	560	0.6745	0.2921	0.6745	0.8213
0.4305	2.0362	562	0.6295	0.2921	0.6295	0.7934
0.4305	2.0435	564	0.6038	0.2921	0.6038	0.7771
0.4305	2.0507	566	0.5782	0.1356	0.5782	0.7604
0.4305	2.0580	568	0.5644	0.0957	0.5644	0.7513
0.4305	2.0652	570	0.5632	0.1765	0.5632	0.7505
0.4305	2.0725	572	0.5614	0.1765	0.5614	0.7492
0.4305	2.0797	574	0.5688	0.1765	0.5688	0.7542
0.4305	2.0870	576	0.5782	0.2184	0.5782	0.7604
0.4305	2.0942	578	0.5804	0.2184	0.5804	0.7619
0.4305	2.1014	580	0.5898	0.3318	0.5898	0.7680
0.4305	2.1087	582	0.6173	0.3318	0.6173	0.7857
0.4305	2.1159	584	0.6667	0.3318	0.6667	0.8165
0.4305	2.1232	586	0.6996	0.3318	0.6996	0.8364
0.4305	2.1304	588	0.7120	0.3318	0.7120	0.8438
0.4305	2.1377	590	0.7079	0.3724	0.7079	0.8414
0.4305	2.1449	592	0.6543	0.2921	0.6543	0.8089
0.4305	2.1522	594	0.6095	0.2921	0.6095	0.7807
0.4305	2.1594	596	0.5831	0.2533	0.5831	0.7636
0.4305	2.1667	598	0.5690	0.2154	0.5690	0.7543
0.4305	2.1739	600	0.5536	0.2696	0.5536	0.7440
0.4305	2.1812	602	0.5395	0.2154	0.5395	0.7345
0.4305	2.1884	604	0.5492	0.2921	0.5492	0.7411
0.4305	2.1957	606	0.5880	0.3724	0.5880	0.7668
0.4305	2.2029	608	0.6157	0.3724	0.6157	0.7846
0.4305	2.2101	610	0.6112	0.3724	0.6112	0.7818
0.4305	2.2174	612	0.5942	0.3724	0.5942	0.7708
0.4305	2.2246	614	0.5676	0.1356	0.5676	0.7534
0.4305	2.2319	616	0.5705	0.1356	0.5705	0.7553
0.4305	2.2391	618	0.5645	0.1356	0.5645	0.7513
0.4305	2.2464	620	0.5636	0.1356	0.5636	0.7508
0.4305	2.2536	622	0.5688	0.1356	0.5688	0.7542
0.4305	2.2609	624	0.5802	0.1356	0.5802	0.7617
0.4305	2.2681	626	0.5902	0.1356	0.5902	0.7682
0.4305	2.2754	628	0.5973	0.1356	0.5973	0.7729
0.4305	2.2826	630	0.5925	0.1356	0.5925	0.7697
0.4305	2.2899	632	0.5912	0.2184	0.5912	0.7689
0.4305	2.2971	634	0.6211	0.3724	0.6211	0.7881
0.4305	2.3043	636	0.6727	0.2186	0.6727	0.8202
0.4305	2.3116	638	0.6862	0.2186	0.6862	0.8284
0.4305	2.3188	640	0.6693	0.2186	0.6693	0.8181
0.4305	2.3261	642	0.6218	0.3318	0.6218	0.7886
0.4305	2.3333	644	0.5675	0.3318	0.5675	0.7533
0.4305	2.3406	646	0.5722	0.2533	0.5722	0.7565
0.4305	2.3478	648	0.5815	0.2533	0.5815	0.7626
0.4305	2.3551	650	0.5854	0.2533	0.5854	0.7651
0.4305	2.3623	652	0.5767	0.2533	0.5767	0.7594
0.4305	2.3696	654	0.5593	0.2533	0.5593	0.7478
0.4305	2.3768	656	0.5587	0.3318	0.5587	0.7475
0.4305	2.3841	658	0.5792	0.3318	0.5792	0.7610
0.4305	2.3913	660	0.5843	0.3318	0.5843	0.7644
0.4305	2.3986	662	0.5680	0.3318	0.5680	0.7536
0.4305	2.4058	664	0.5392	0.3318	0.5392	0.7343
0.4305	2.4130	666	0.5104	0.3318	0.5104	0.7144
0.4305	2.4203	668	0.5023	0.3318	0.5023	0.7087
0.4305	2.4275	670	0.5020	0.1765	0.5020	0.7085
0.4305	2.4348	672	0.5111	0.3318	0.5111	0.7149
0.4305	2.4420	674	0.5141	0.2184	0.5141	0.7170
0.4305	2.4493	676	0.5155	0.2184	0.5155	0.7180
0.4305	2.4565	678	0.5245	0.2184	0.5245	0.7242
0.4305	2.4638	680	0.5433	0.3318	0.5433	0.7371
0.4305	2.4710	682	0.5731	0.3318	0.5731	0.7570
0.4305	2.4783	684	0.5968	0.3318	0.5968	0.7725
0.4305	2.4855	686	0.5989	0.3318	0.5989	0.7739
0.4305	2.4928	688	0.5777	0.3318	0.5777	0.7601
0.4305	2.5	690	0.5806	0.2921	0.5806	0.7619
0.4305	2.5072	692	0.5828	0.2921	0.5828	0.7634
0.4305	2.5145	694	0.5992	0.3318	0.5992	0.7741
0.4305	2.5217	696	0.6322	0.3318	0.6322	0.7951
0.4305	2.5290	698	0.6891	0.3318	0.6891	0.8301
0.4305	2.5362	700	0.7476	0.3318	0.7476	0.8647
0.4305	2.5435	702	0.7391	0.3318	0.7391	0.8597
0.4305	2.5507	704	0.6748	0.3318	0.6748	0.8214
0.4305	2.5580	706	0.6074	0.3318	0.6074	0.7793
0.4305	2.5652	708	0.5968	0.2921	0.5968	0.7725
0.4305	2.5725	710	0.5918	0.2921	0.5918	0.7693
0.4305	2.5797	712	0.6157	0.3318	0.6157	0.7847
0.4305	2.5870	714	0.6625	0.3318	0.6625	0.8140
0.4305	2.5942	716	0.7104	0.3318	0.7104	0.8428
0.4305	2.6014	718	0.6904	0.3318	0.6904	0.8309
0.4305	2.6087	720	0.6472	0.3318	0.6472	0.8045
0.4305	2.6159	722	0.6188	0.3318	0.6188	0.7866
0.4305	2.6232	724	0.5910	0.2921	0.5910	0.7688
0.4305	2.6304	726	0.5881	0.2921	0.5881	0.7669
0.4305	2.6377	728	0.5824	0.2921	0.5824	0.7631
0.4305	2.6449	730	0.5977	0.3318	0.5977	0.7731
0.4305	2.6522	732	0.6564	0.3318	0.6564	0.8102
0.4305	2.6594	734	0.6838	0.1209	0.6838	0.8269
0.4305	2.6667	736	0.6602	0.1209	0.6602	0.8125
0.4305	2.6739	738	0.6395	0.1209	0.6395	0.7997
0.4305	2.6812	740	0.5965	0.2759	0.5965	0.7723
0.4305	2.6884	742	0.5701	0.3318	0.5701	0.7550
0.4305	2.6957	744	0.5392	0.1765	0.5392	0.7343
0.4305	2.7029	746	0.5337	0.2373	0.5337	0.7305
0.4305	2.7101	748	0.5776	0.3837	0.5776	0.7600
0.4305	2.7174	750	0.5943	0.3974	0.5943	0.7709
0.4305	2.7246	752	0.5626	0.4786	0.5626	0.7501
0.4305	2.7319	754	0.5292	0.3546	0.5292	0.7274
0.4305	2.7391	756	0.5403	0.1765	0.5403	0.7350
0.4305	2.7464	758	0.6011	0.3318	0.6011	0.7753
0.4305	2.7536	760	0.6389	0.3318	0.6389	0.7993
0.4305	2.7609	762	0.6313	0.3724	0.6313	0.7945
0.4305	2.7681	764	0.6094	0.2921	0.6094	0.7806
0.4305	2.7754	766	0.6123	0.2921	0.6123	0.7825
0.4305	2.7826	768	0.5993	0.2921	0.5993	0.7742
0.4305	2.7899	770	0.5955	0.3318	0.5955	0.7717
0.4305	2.7971	772	0.6028	0.3318	0.6028	0.7764
0.4305	2.8043	774	0.6167	0.3318	0.6167	0.7853
0.4305	2.8116	776	0.6099	0.3318	0.6099	0.7810
0.4305	2.8188	778	0.6083	0.3318	0.6083	0.7799
0.4305	2.8261	780	0.6162	0.3724	0.6162	0.7850
0.4305	2.8333	782	0.6075	0.3318	0.6075	0.7794
0.4305	2.8406	784	0.5857	0.3318	0.5857	0.7653
0.4305	2.8478	786	0.5919	0.3318	0.5919	0.7694
0.4305	2.8551	788	0.5554	0.2921	0.5554	0.7452
0.4305	2.8623	790	0.5551	0.2533	0.5551	0.7450
0.4305	2.8696	792	0.5564	0.2533	0.5564	0.7459
0.4305	2.8768	794	0.5684	0.3318	0.5684	0.7540
0.4305	2.8841	796	0.5946	0.3318	0.5946	0.7711
0.4305	2.8913	798	0.6338	0.3318	0.6338	0.7961
0.4305	2.8986	800	0.6346	0.3318	0.6346	0.7966
0.4305	2.9058	802	0.6047	0.3318	0.6047	0.7776
0.4305	2.9130	804	0.5875	0.2921	0.5875	0.7665
0.4305	2.9203	806	0.5645	0.2921	0.5645	0.7513
0.4305	2.9275	808	0.5631	0.3318	0.5631	0.7504
0.4305	2.9348	810	0.5920	0.3318	0.5920	0.7694
0.4305	2.9420	812	0.6146	0.3318	0.6146	0.7840
0.4305	2.9493	814	0.6195	0.3318	0.6195	0.7871
0.4305	2.9565	816	0.6047	0.3318	0.6047	0.7776
0.4305	2.9638	818	0.6077	0.3318	0.6077	0.7795
0.4305	2.9710	820	0.6226	0.3318	0.6226	0.7891
0.4305	2.9783	822	0.6118	0.3318	0.6118	0.7822
0.4305	2.9855	824	0.5820	0.3318	0.5820	0.7629
0.4305	2.9928	826	0.5670	0.2184	0.5670	0.7530
0.4305	3.0	828	0.5604	0.2184	0.5604	0.7486
0.4305	3.0072	830	0.5562	0.2184	0.5562	0.7458
0.4305	3.0145	832	0.5607	0.0957	0.5607	0.7488
0.4305	3.0217	834	0.5693	0.1560	0.5693	0.7545
0.4305	3.0290	836	0.5716	0.1560	0.5716	0.7561
0.4305	3.0362	838	0.5668	0.1560	0.5668	0.7529
0.4305	3.0435	840	0.5557	0.1765	0.5557	0.7455
0.4305	3.0507	842	0.5655	0.3318	0.5655	0.7520
0.4305	3.0580	844	0.5888	0.3318	0.5888	0.7674
0.4305	3.0652	846	0.5948	0.3318	0.5948	0.7713
0.4305	3.0725	848	0.5940	0.3318	0.5940	0.7707
0.4305	3.0797	850	0.6122	0.3318	0.6122	0.7824
0.4305	3.0870	852	0.6336	0.3318	0.6336	0.7960
0.4305	3.0942	854	0.6267	0.3318	0.6267	0.7917
0.4305	3.1014	856	0.6139	0.3318	0.6139	0.7835
0.4305	3.1087	858	0.6028	0.2921	0.6028	0.7764
0.4305	3.1159	860	0.5960	0.3318	0.5960	0.7720
0.4305	3.1232	862	0.5871	0.3318	0.5871	0.7662
0.4305	3.1304	864	0.6055	0.4277	0.6055	0.7782
0.4305	3.1377	866	0.6625	0.4280	0.6625	0.8139
0.4305	3.1449	868	0.6470	0.3771	0.6470	0.8044
0.4305	3.1522	870	0.6035	0.4277	0.6035	0.7769
0.4305	3.1594	872	0.6005	0.3318	0.6005	0.7749
0.4305	3.1667	874	0.5843	0.3318	0.5843	0.7644
0.4305	3.1739	876	0.5726	0.3318	0.5726	0.7567
0.4305	3.1812	878	0.5539	0.3318	0.5539	0.7442
0.4305	3.1884	880	0.5509	0.2794	0.5509	0.7422
0.4305	3.1957	882	0.5515	0.3865	0.5515	0.7426
0.4305	3.2029	884	0.5561	0.3318	0.5561	0.7457
0.4305	3.2101	886	0.5674	0.3318	0.5674	0.7532
0.4305	3.2174	888	0.5840	0.3318	0.5840	0.7642
0.4305	3.2246	890	0.6217	0.3318	0.6217	0.7885
0.4305	3.2319	892	0.6775	0.3318	0.6775	0.8231
0.4305	3.2391	894	0.6787	0.3396	0.6787	0.8239
0.4305	3.2464	896	0.6294	0.3318	0.6294	0.7933
0.4305	3.2536	898	0.5764	0.3318	0.5764	0.7592
0.4305	3.2609	900	0.5580	0.3865	0.5580	0.7470
0.4305	3.2681	902	0.5514	0.3865	0.5514	0.7426
0.4305	3.2754	904	0.5522	0.3865	0.5522	0.7431
0.4305	3.2826	906	0.5785	0.3318	0.5785	0.7606
0.4305	3.2899	908	0.6239	0.3318	0.6239	0.7899
0.4305	3.2971	910	0.6688	0.3318	0.6688	0.8178
0.4305	3.3043	912	0.6912	0.2759	0.6912	0.8314
0.4305	3.3116	914	0.6675	0.3318	0.6675	0.8170
0.4305	3.3188	916	0.5981	0.3318	0.5981	0.7734
0.4305	3.3261	918	0.5626	0.3318	0.5626	0.7501
0.4305	3.3333	920	0.5533	0.3865	0.5533	0.7438
0.4305	3.3406	922	0.5521	0.3865	0.5521	0.7430
0.4305	3.3478	924	0.5581	0.3865	0.5581	0.7470
0.4305	3.3551	926	0.5619	0.2794	0.5619	0.7496
0.4305	3.3623	928	0.5589	0.2794	0.5589	0.7476
0.4305	3.3696	930	0.5455	0.2794	0.5455	0.7386
0.4305	3.3768	932	0.5422	0.2794	0.5422	0.7363
0.4305	3.3841	934	0.5367	0.2794	0.5367	0.7326
0.4305	3.3913	936	0.5317	0.2794	0.5317	0.7292
0.4305	3.3986	938	0.5296	0.2794	0.5296	0.7277
0.4305	3.4058	940	0.5382	0.2794	0.5382	0.7336
0.4305	3.4130	942	0.5663	0.2794	0.5663	0.7526
0.4305	3.4203	944	0.6025	0.3318	0.6025	0.7762
0.4305	3.4275	946	0.6474	0.1209	0.6474	0.8046
0.4305	3.4348	948	0.6563	0.1209	0.6563	0.8101
0.4305	3.4420	950	0.6400	0.1209	0.6400	0.8000
0.4305	3.4493	952	0.6076	0.3318	0.6076	0.7795
0.4305	3.4565	954	0.5742	0.3318	0.5742	0.7577
0.4305	3.4638	956	0.5723	0.3318	0.5723	0.7565
0.4305	3.4710	958	0.5762	0.3318	0.5762	0.7591
0.4305	3.4783	960	0.5922	0.3318	0.5922	0.7696
0.4305	3.4855	962	0.5940	0.3318	0.5940	0.7707
0.4305	3.4928	964	0.6013	0.3318	0.6013	0.7755
0.4305	3.5	966	0.6096	0.3318	0.6096	0.7808
0.4305	3.5072	968	0.6296	0.3318	0.6296	0.7935
0.4305	3.5145	970	0.6654	0.3318	0.6654	0.8157
0.4305	3.5217	972	0.6893	0.3318	0.6893	0.8302
0.4305	3.5290	974	0.6837	0.1793	0.6837	0.8269
0.4305	3.5362	976	0.6405	0.3318	0.6405	0.8003
0.4305	3.5435	978	0.5830	0.2184	0.5830	0.7635
0.4305	3.5507	980	0.5370	0.2184	0.5370	0.7328
0.4305	3.5580	982	0.5138	0.2184	0.5138	0.7168
0.4305	3.5652	984	0.5026	0.2184	0.5026	0.7089
0.4305	3.5725	986	0.5072	0.2184	0.5072	0.7122
0.4305	3.5797	988	0.5303	0.3724	0.5303	0.7282
0.4305	3.5870	990	0.5677	0.4140	0.5677	0.7534
0.4305	3.5942	992	0.5836	0.4140	0.5836	0.7639
0.4305	3.6014	994	0.5612	0.3724	0.5612	0.7491
0.4305	3.6087	996	0.5130	0.3318	0.5130	0.7162
0.4305	3.6159	998	0.4897	0.3318	0.4897	0.6998
0.1121	3.6232	1000	0.5063	0.3865	0.5063	0.7116
0.1121	3.6304	1002	0.5209	0.2921	0.5209	0.7218
0.1121	3.6377	1004	0.5308	0.2921	0.5308	0.7286
0.1121	3.6449	1006	0.5363	0.3318	0.5363	0.7323
0.1121	3.6522	1008	0.5512	0.3318	0.5512	0.7424
0.1121	3.6594	1010	0.5682	0.3318	0.5682	0.7538
0.1121	3.6667	1012	0.5552	0.3318	0.5552	0.7451
0.1121	3.6739	1014	0.5403	0.3318	0.5403	0.7350
0.1121	3.6812	1016	0.5402	0.3318	0.5402	0.7350
0.1121	3.6884	1018	0.5438	0.3318	0.5438	0.7374
0.1121	3.6957	1020	0.5728	0.3318	0.5728	0.7568
0.1121	3.7029	1022	0.6117	0.4277	0.6117	0.7821
0.1121	3.7101	1024	0.6312	0.3255	0.6312	0.7945
0.1121	3.7174	1026	0.6127	0.3771	0.6127	0.7828
0.1121	3.7246	1028	0.5699	0.3318	0.5699	0.7549
0.1121	3.7319	1030	0.5488	0.3318	0.5488	0.7408
0.1121	3.7391	1032	0.5500	0.3318	0.5500	0.7416
0.1121	3.7464	1034	0.5674	0.3318	0.5674	0.7532
0.1121	3.7536	1036	0.5665	0.3318	0.5665	0.7527
0.1121	3.7609	1038	0.5479	0.3318	0.5479	0.7402
0.1121	3.7681	1040	0.5465	0.3318	0.5465	0.7393
0.1121	3.7754	1042	0.5422	0.3318	0.5422	0.7364
0.1121	3.7826	1044	0.5476	0.3318	0.5476	0.7400
0.1121	3.7899	1046	0.5514	0.3318	0.5514	0.7426
0.1121	3.7971	1048	0.5515	0.3318	0.5515	0.7426
0.1121	3.8043	1050	0.5462	0.3318	0.5462	0.7391
0.1121	3.8116	1052	0.5451	0.3318	0.5451	0.7383
0.1121	3.8188	1054	0.5406	0.3318	0.5406	0.7353
0.1121	3.8261	1056	0.5218	0.3318	0.5218	0.7224
0.1121	3.8333	1058	0.5125	0.3318	0.5125	0.7159
0.1121	3.8406	1060	0.5053	0.3318	0.5053	0.7109
0.1121	3.8478	1062	0.5129	0.3318	0.5129	0.7162
0.1121	3.8551	1064	0.5257	0.3318	0.5257	0.7251
0.1121	3.8623	1066	0.5145	0.3318	0.5145	0.7173
0.1121	3.8696	1068	0.4952	0.2921	0.4952	0.7037
0.1121	3.8768	1070	0.4964	0.3467	0.4964	0.7046
0.1121	3.8841	1072	0.5048	0.3467	0.5048	0.7105
0.1121	3.8913	1074	0.5177	0.2921	0.5177	0.7195
0.1121	3.8986	1076	0.5270	0.2921	0.5270	0.7259
0.1121	3.9058	1078	0.5351	0.2921	0.5351	0.7315
0.1121	3.9130	1080	0.5520	0.3318	0.5520	0.7429
0.1121	3.9203	1082	0.5825	0.3396	0.5825	0.7632
0.1121	3.9275	1084	0.5872	0.4280	0.5872	0.7663
0.1121	3.9348	1086	0.5809	0.4280	0.5809	0.7622
0.1121	3.9420	1088	0.5741	0.3396	0.5741	0.7577
0.1121	3.9493	1090	0.5455	0.3318	0.5455	0.7386
0.1121	3.9565	1092	0.5348	0.3318	0.5348	0.7313
0.1121	3.9638	1094	0.5348	0.3318	0.5348	0.7313
0.1121	3.9710	1096	0.5482	0.3318	0.5482	0.7404
0.1121	3.9783	1098	0.5584	0.3318	0.5584	0.7472
0.1121	3.9855	1100	0.5911	0.3318	0.5911	0.7688
0.1121	3.9928	1102	0.6087	0.3318	0.6087	0.7802
0.1121	4.0	1104	0.6262	0.3318	0.6262	0.7913
0.1121	4.0072	1106	0.6258	0.3396	0.6258	0.7910
0.1121	4.0145	1108	0.5924	0.3318	0.5924	0.7697
0.1121	4.0217	1110	0.5479	0.3318	0.5479	0.7402
0.1121	4.0290	1112	0.5090	0.3318	0.5090	0.7134
0.1121	4.0362	1114	0.4882	0.3318	0.4882	0.6987
0.1121	4.0435	1116	0.4720	0.3318	0.4720	0.6870
0.1121	4.0507	1118	0.4691	0.3865	0.4691	0.6849
0.1121	4.0580	1120	0.4752	0.4400	0.4752	0.6893
0.1121	4.0652	1122	0.4879	0.4400	0.4879	0.6985
0.1121	4.0725	1124	0.4890	0.4400	0.4890	0.6993
0.1121	4.0797	1126	0.4823	0.3865	0.4823	0.6945
0.1121	4.0870	1128	0.4812	0.3318	0.4812	0.6937
0.1121	4.0942	1130	0.4970	0.3318	0.4970	0.7050
0.1121	4.1014	1132	0.5337	0.4277	0.5337	0.7306
0.1121	4.1087	1134	0.5450	0.4277	0.5450	0.7382
0.1121	4.1159	1136	0.5400	0.4277	0.5400	0.7348
0.1121	4.1232	1138	0.5280	0.4277	0.5280	0.7267
0.1121	4.1304	1140	0.5140	0.3318	0.5140	0.7169
0.1121	4.1377	1142	0.5055	0.3318	0.5055	0.7110
0.1121	4.1449	1144	0.4875	0.3318	0.4875	0.6982
0.1121	4.1522	1146	0.4840	0.3318	0.4840	0.6957
0.1121	4.1594	1148	0.4814	0.3318	0.4814	0.6938
0.1121	4.1667	1150	0.4831	0.3318	0.4831	0.6950
0.1121	4.1739	1152	0.4925	0.3318	0.4925	0.7018
0.1121	4.1812	1154	0.5051	0.3318	0.5051	0.7107
0.1121	4.1884	1156	0.5205	0.3318	0.5205	0.7215
0.1121	4.1957	1158	0.5445	0.3318	0.5445	0.7379
0.1121	4.2029	1160	0.5500	0.3318	0.5500	0.7416
0.1121	4.2101	1162	0.5444	0.3318	0.5444	0.7378
0.1121	4.2174	1164	0.5491	0.3318	0.5491	0.7410
0.1121	4.2246	1166	0.5467	0.3318	0.5467	0.7394
0.1121	4.2319	1168	0.5468	0.3318	0.5468	0.7394
0.1121	4.2391	1170	0.5521	0.3318	0.5521	0.7431
0.1121	4.2464	1172	0.5418	0.3318	0.5418	0.7360
0.1121	4.2536	1174	0.5266	0.3318	0.5266	0.7256
0.1121	4.2609	1176	0.5232	0.3318	0.5232	0.7233
0.1121	4.2681	1178	0.5269	0.3318	0.5269	0.7259
0.1121	4.2754	1180	0.5361	0.3318	0.5361	0.7322
0.1121	4.2826	1182	0.5454	0.3318	0.5454	0.7385
0.1121	4.2899	1184	0.5552	0.3318	0.5552	0.7451
0.1121	4.2971	1186	0.5759	0.3318	0.5759	0.7589
0.1121	4.3043	1188	0.6081	0.3724	0.6081	0.7798
0.1121	4.3116	1190	0.6212	0.3724	0.6212	0.7882
0.1121	4.3188	1192	0.6263	0.3724	0.6263	0.7914
0.1121	4.3261	1194	0.6135	0.3724	0.6135	0.7832
0.1121	4.3333	1196	0.5979	0.3724	0.5979	0.7732
0.1121	4.3406	1198	0.5643	0.3318	0.5643	0.7512
0.1121	4.3478	1200	0.5436	0.2184	0.5436	0.7373
0.1121	4.3551	1202	0.5375	0.2184	0.5375	0.7332
0.1121	4.3623	1204	0.5317	0.2184	0.5317	0.7292
0.1121	4.3696	1206	0.5302	0.2184	0.5302	0.7282
0.1121	4.3768	1208	0.5347	0.2184	0.5347	0.7312
0.1121	4.3841	1210	0.5473	0.2184	0.5473	0.7398
0.1121	4.3913	1212	0.5464	0.3318	0.5464	0.7392
0.1121	4.3986	1214	0.5455	0.3318	0.5455	0.7386
0.1121	4.4058	1216	0.5544	0.3724	0.5544	0.7446
0.1121	4.4130	1218	0.5502	0.3724	0.5502	0.7418
0.1121	4.4203	1220	0.5375	0.3318	0.5375	0.7331
0.1121	4.4275	1222	0.5348	0.3724	0.5348	0.7313
0.1121	4.4348	1224	0.5452	0.3724	0.5452	0.7384
0.1121	4.4420	1226	0.5379	0.3724	0.5379	0.7334
0.1121	4.4493	1228	0.5141	0.3318	0.5141	0.7170
0.1121	4.4565	1230	0.4935	0.3318	0.4935	0.7025
0.1121	4.4638	1232	0.4847	0.2184	0.4847	0.6962
0.1121	4.4710	1234	0.4836	0.2184	0.4836	0.6954
0.1121	4.4783	1236	0.4829	0.2184	0.4829	0.6949
0.1121	4.4855	1238	0.4852	0.2184	0.4852	0.6966
0.1121	4.4928	1240	0.4947	0.3318	0.4947	0.7034
0.1121	4.5	1242	0.5262	0.3318	0.5262	0.7254
0.1121	4.5072	1244	0.5691	0.4154	0.5691	0.7544
0.1121	4.5145	1246	0.5893	0.4545	0.5893	0.7677
0.1121	4.5217	1248	0.5910	0.4154	0.5910	0.7688
0.1121	4.5290	1250	0.5990	0.4661	0.5990	0.7739
0.1121	4.5362	1252	0.5722	0.3318	0.5722	0.7564
0.1121	4.5435	1254	0.5525	0.3318	0.5525	0.7433
0.1121	4.5507	1256	0.5478	0.3318	0.5478	0.7402
0.1121	4.5580	1258	0.5525	0.3318	0.5525	0.7433
0.1121	4.5652	1260	0.5553	0.3318	0.5553	0.7452
0.1121	4.5725	1262	0.5523	0.3318	0.5523	0.7432
0.1121	4.5797	1264	0.5471	0.3318	0.5471	0.7396
0.1121	4.5870	1266	0.5394	0.3318	0.5394	0.7344
0.1121	4.5942	1268	0.5416	0.3318	0.5416	0.7360
0.1121	4.6014	1270	0.5405	0.3318	0.5405	0.7352
0.1121	4.6087	1272	0.5388	0.3318	0.5388	0.7340
0.1121	4.6159	1274	0.5353	0.3318	0.5353	0.7317
0.1121	4.6232	1276	0.5426	0.3318	0.5426	0.7366
0.1121	4.6304	1278	0.5560	0.3318	0.5560	0.7456
0.1121	4.6377	1280	0.5452	0.3318	0.5452	0.7384
0.1121	4.6449	1282	0.5364	0.3318	0.5364	0.7324
0.1121	4.6522	1284	0.5251	0.2184	0.5251	0.7246
0.1121	4.6594	1286	0.5270	0.2373	0.5270	0.7259
0.1121	4.6667	1288	0.5322	0.2373	0.5322	0.7295
0.1121	4.6739	1290	0.5367	0.2373	0.5367	0.7326
0.1121	4.6812	1292	0.5424	0.2184	0.5424	0.7365
0.1121	4.6884	1294	0.5555	0.3318	0.5555	0.7453
0.1121	4.6957	1296	0.5686	0.3318	0.5686	0.7541
0.1121	4.7029	1298	0.5945	0.3318	0.5945	0.7711
0.1121	4.7101	1300	0.6320	0.3318	0.6320	0.7950
0.1121	4.7174	1302	0.6935	0.5	0.6935	0.8328
0.1121	4.7246	1304	0.7407	0.5	0.7407	0.8606
0.1121	4.7319	1306	0.7351	0.5	0.7351	0.8574
0.1121	4.7391	1308	0.6887	0.4637	0.6887	0.8299
0.1121	4.7464	1310	0.6340	0.3318	0.6340	0.7963
0.1121	4.7536	1312	0.5867	0.3318	0.5867	0.7660
0.1121	4.7609	1314	0.5598	0.3318	0.5598	0.7482
0.1121	4.7681	1316	0.5481	0.3318	0.5481	0.7403
0.1121	4.7754	1318	0.5446	0.3318	0.5446	0.7380
0.1121	4.7826	1320	0.5542	0.3318	0.5542	0.7444
0.1121	4.7899	1322	0.5827	0.3318	0.5827	0.7634
0.1121	4.7971	1324	0.6388	0.3724	0.6388	0.7993
0.1121	4.8043	1326	0.6690	0.2588	0.6690	0.8179
0.1121	4.8116	1328	0.6620	0.3724	0.6620	0.8136
0.1121	4.8188	1330	0.6420	0.3724	0.6420	0.8013
0.1121	4.8261	1332	0.6244	0.3318	0.6244	0.7902
0.1121	4.8333	1334	0.6004	0.3318	0.6004	0.7748
0.1121	4.8406	1336	0.5825	0.2184	0.5825	0.7632
0.1121	4.8478	1338	0.5801	0.2184	0.5801	0.7617
0.1121	4.8551	1340	0.5834	0.2184	0.5834	0.7638
0.1121	4.8623	1342	0.5919	0.2184	0.5919	0.7693
0.1121	4.8696	1344	0.6128	0.2184	0.6128	0.7828
0.1121	4.8768	1346	0.6464	0.2184	0.6464	0.8040
0.1121	4.8841	1348	0.6935	0.3318	0.6935	0.8328
0.1121	4.8913	1350	0.7139	0.3318	0.7139	0.8449
0.1121	4.8986	1352	0.7145	0.3318	0.7145	0.8453
0.1121	4.9058	1354	0.7202	0.3396	0.7202	0.8487
0.1121	4.9130	1356	0.7152	0.3396	0.7152	0.8457
0.1121	4.9203	1358	0.6986	0.3396	0.6986	0.8358
0.1121	4.9275	1360	0.6775	0.3396	0.6775	0.8231
0.1121	4.9348	1362	0.6465	0.3396	0.6465	0.8040
0.1121	4.9420	1364	0.6388	0.4280	0.6388	0.7992
0.1121	4.9493	1366	0.6408	0.5045	0.6408	0.8005
0.1121	4.9565	1368	0.6214	0.5045	0.6214	0.7883
0.1121	4.9638	1370	0.6082	0.5097	0.6082	0.7799
0.1121	4.9710	1372	0.5992	0.3318	0.5992	0.7741
0.1121	4.9783	1374	0.6093	0.4277	0.6093	0.7806
0.1121	4.9855	1376	0.6005	0.3318	0.6005	0.7749
0.1121	4.9928	1378	0.5888	0.3318	0.5888	0.7673
0.1121	5.0	1380	0.5896	0.3318	0.5896	0.7679
0.1121	5.0072	1382	0.5852	0.3318	0.5852	0.7650
0.1121	5.0145	1384	0.5913	0.3318	0.5913	0.7690
0.1121	5.0217	1386	0.6105	0.3318	0.6105	0.7814
0.1121	5.0290	1388	0.6438	0.4277	0.6438	0.8024
0.1121	5.0362	1390	0.6491	0.4277	0.6491	0.8057
0.1121	5.0435	1392	0.6404	0.4277	0.6404	0.8002
0.1121	5.0507	1394	0.6189	0.4277	0.6189	0.7867
0.1121	5.0580	1396	0.6191	0.4277	0.6191	0.7868
0.1121	5.0652	1398	0.6224	0.4277	0.6224	0.7889
0.1121	5.0725	1400	0.6224	0.3318	0.6224	0.7889
0.1121	5.0797	1402	0.6115	0.3318	0.6115	0.7820
0.1121	5.0870	1404	0.5956	0.3318	0.5956	0.7718
0.1121	5.0942	1406	0.5825	0.3318	0.5825	0.7632
0.1121	5.1014	1408	0.5811	0.3318	0.5811	0.7623
0.1121	5.1087	1410	0.5796	0.3318	0.5796	0.7613
0.1121	5.1159	1412	0.5939	0.3318	0.5939	0.7706
0.1121	5.1232	1414	0.6182	0.3724	0.6182	0.7863
0.1121	5.1304	1416	0.6259	0.3724	0.6259	0.7911
0.1121	5.1377	1418	0.6289	0.3724	0.6289	0.7930
0.1121	5.1449	1420	0.6279	0.3724	0.6279	0.7924
0.1121	5.1522	1422	0.6182	0.3318	0.6182	0.7863
0.1121	5.1594	1424	0.6262	0.3318	0.6262	0.7913
0.1121	5.1667	1426	0.6378	0.3318	0.6378	0.7986
0.1121	5.1739	1428	0.6322	0.3318	0.6322	0.7951
0.1121	5.1812	1430	0.6076	0.3318	0.6076	0.7795
0.1121	5.1884	1432	0.5850	0.3318	0.5850	0.7648
0.1121	5.1957	1434	0.5639	0.3318	0.5639	0.7509
0.1121	5.2029	1436	0.5505	0.3318	0.5505	0.7420
0.1121	5.2101	1438	0.5450	0.3318	0.5450	0.7383
0.1121	5.2174	1440	0.5398	0.3318	0.5398	0.7347
0.1121	5.2246	1442	0.5344	0.3318	0.5344	0.7310
0.1121	5.2319	1444	0.5276	0.3318	0.5276	0.7264
0.1121	5.2391	1446	0.5221	0.2184	0.5221	0.7226
0.1121	5.2464	1448	0.5197	0.2184	0.5197	0.7209
0.1121	5.2536	1450	0.5194	0.3318	0.5194	0.7207
0.1121	5.2609	1452	0.5255	0.3318	0.5255	0.7249
0.1121	5.2681	1454	0.5376	0.3318	0.5376	0.7332
0.1121	5.2754	1456	0.5469	0.3318	0.5469	0.7395
0.1121	5.2826	1458	0.5489	0.4277	0.5489	0.7409
0.1121	5.2899	1460	0.5553	0.4277	0.5553	0.7452
0.1121	5.2971	1462	0.5731	0.4277	0.5731	0.7570
0.1121	5.3043	1464	0.5771	0.4277	0.5771	0.7597
0.1121	5.3116	1466	0.5651	0.4277	0.5651	0.7517
0.1121	5.3188	1468	0.5563	0.4277	0.5563	0.7458
0.1121	5.3261	1470	0.5629	0.4277	0.5629	0.7503
0.1121	5.3333	1472	0.5848	0.4277	0.5848	0.7647
0.1121	5.3406	1474	0.6056	0.5097	0.6056	0.7782
0.1121	5.3478	1476	0.5954	0.4277	0.5954	0.7716
0.1121	5.3551	1478	0.5803	0.4277	0.5803	0.7618
0.1121	5.3623	1480	0.5779	0.4277	0.5779	0.7602
0.1121	5.3696	1482	0.5896	0.4661	0.5896	0.7678
0.1121	5.3768	1484	0.5749	0.4661	0.5749	0.7582
0.1121	5.3841	1486	0.5516	0.3318	0.5516	0.7427
0.1121	5.3913	1488	0.5311	0.3318	0.5311	0.7287
0.1121	5.3986	1490	0.5151	0.3318	0.5151	0.7177
0.1121	5.4058	1492	0.5071	0.3318	0.5071	0.7121
0.1121	5.4130	1494	0.5056	0.3318	0.5056	0.7110
0.1121	5.4203	1496	0.5032	0.3318	0.5032	0.7094
0.1121	5.4275	1498	0.5091	0.3318	0.5091	0.7135
0.0649	5.4348	1500	0.5251	0.4277	0.5251	0.7246
0.0649	5.4420	1502	0.5484	0.4277	0.5484	0.7406
0.0649	5.4493	1504	0.5966	0.4277	0.5966	0.7724
0.0649	5.4565	1506	0.6340	0.4661	0.6340	0.7962
0.0649	5.4638	1508	0.6713	0.4661	0.6713	0.8193
0.0649	5.4710	1510	0.6943	0.4661	0.6943	0.8332
0.0649	5.4783	1512	0.6854	0.4661	0.6854	0.8279
0.0649	5.4855	1514	0.6410	0.4277	0.6410	0.8006
0.0649	5.4928	1516	0.6063	0.4277	0.6063	0.7787
0.0649	5.5	1518	0.5787	0.3318	0.5787	0.7607
0.0649	5.5072	1520	0.5656	0.3318	0.5656	0.7521
0.0649	5.5145	1522	0.5686	0.3318	0.5686	0.7540
0.0649	5.5217	1524	0.5766	0.3318	0.5766	0.7593
0.0649	5.5290	1526	0.5908	0.3318	0.5908	0.7687
0.0649	5.5362	1528	0.6098	0.3318	0.6098	0.7809
0.0649	5.5435	1530	0.6285	0.4277	0.6285	0.7928
0.0649	5.5507	1532	0.6279	0.4277	0.6279	0.7924
0.0649	5.5580	1534	0.6119	0.3318	0.6119	0.7822
0.0649	5.5652	1536	0.5852	0.3318	0.5852	0.7650
0.0649	5.5725	1538	0.5632	0.3318	0.5632	0.7505
0.0649	5.5797	1540	0.5521	0.3318	0.5521	0.7431
0.0649	5.5870	1542	0.5479	0.3318	0.5479	0.7402
0.0649	5.5942	1544	0.5496	0.3318	0.5496	0.7413
0.0649	5.6014	1546	0.5490	0.3318	0.5490	0.7410
0.0649	5.6087	1548	0.5621	0.5097	0.5621	0.7497
0.0649	5.6159	1550	0.5868	0.5097	0.5868	0.7660
0.0649	5.6232	1552	0.5929	0.5097	0.5929	0.7700
0.0649	5.6304	1554	0.6015	0.5097	0.6015	0.7756
0.0649	5.6377	1556	0.5772	0.5097	0.5772	0.7597
0.0649	5.6449	1558	0.5497	0.3318	0.5497	0.7414
0.0649	5.6522	1560	0.5379	0.3865	0.5379	0.7334
0.0649	5.6594	1562	0.5417	0.4000	0.5417	0.7360
0.0649	5.6667	1564	0.5482	0.4000	0.5482	0.7404
0.0649	5.6739	1566	0.5466	0.3467	0.5466	0.7393
0.0649	5.6812	1568	0.5464	0.3865	0.5464	0.7392
0.0649	5.6884	1570	0.5406	0.3865	0.5406	0.7352
0.0649	5.6957	1572	0.5352	0.3865	0.5352	0.7316
0.0649	5.7029	1574	0.5399	0.3318	0.5399	0.7348
0.0649	5.7101	1576	0.5425	0.3318	0.5425	0.7365
0.0649	5.7174	1578	0.5414	0.3318	0.5414	0.7358
0.0649	5.7246	1580	0.5411	0.3318	0.5411	0.7356
0.0649	5.7319	1582	0.5414	0.3865	0.5414	0.7358
0.0649	5.7391	1584	0.5477	0.3865	0.5477	0.7400
0.0649	5.7464	1586	0.5561	0.3865	0.5561	0.7457
0.0649	5.7536	1588	0.5656	0.3865	0.5656	0.7521
0.0649	5.7609	1590	0.5924	0.3318	0.5924	0.7697
0.0649	5.7681	1592	0.6150	0.3318	0.6150	0.7842
0.0649	5.7754	1594	0.6172	0.3318	0.6172	0.7856
0.0649	5.7826	1596	0.6092	0.3318	0.6092	0.7805
0.0649	5.7899	1598	0.5887	0.3318	0.5887	0.7673
0.0649	5.7971	1600	0.5820	0.3318	0.5820	0.7629
0.0649	5.8043	1602	0.5776	0.3318	0.5776	0.7600
0.0649	5.8116	1604	0.5738	0.3318	0.5738	0.7575
0.0649	5.8188	1606	0.5758	0.3318	0.5758	0.7588
0.0649	5.8261	1608	0.5806	0.3318	0.5806	0.7620
0.0649	5.8333	1610	0.5801	0.3318	0.5801	0.7616
0.0649	5.8406	1612	0.5709	0.3318	0.5709	0.7556
0.0649	5.8478	1614	0.5598	0.3865	0.5598	0.7482
0.0649	5.8551	1616	0.5502	0.3865	0.5502	0.7417
0.0649	5.8623	1618	0.5501	0.3467	0.5501	0.7417
0.0649	5.8696	1620	0.5588	0.3467	0.5588	0.7476
0.0649	5.8768	1622	0.5620	0.3467	0.5620	0.7497
0.0649	5.8841	1624	0.5616	0.3865	0.5616	0.7494
0.0649	5.8913	1626	0.5686	0.3865	0.5686	0.7541
0.0649	5.8986	1628	0.5941	0.3318	0.5941	0.7708
0.0649	5.9058	1630	0.6192	0.3318	0.6192	0.7869
0.0649	5.9130	1632	0.6290	0.3318	0.6290	0.7931
0.0649	5.9203	1634	0.6263	0.3318	0.6263	0.7914
0.0649	5.9275	1636	0.6162	0.3318	0.6162	0.7850
0.0649	5.9348	1638	0.6012	0.3318	0.6012	0.7754
0.0649	5.9420	1640	0.5929	0.3318	0.5929	0.7700
0.0649	5.9493	1642	0.5807	0.3318	0.5807	0.7620
0.0649	5.9565	1644	0.5737	0.3318	0.5737	0.7574
0.0649	5.9638	1646	0.5772	0.3318	0.5772	0.7598
0.0649	5.9710	1648	0.5921	0.3318	0.5921	0.7695
0.0649	5.9783	1650	0.6013	0.3318	0.6013	0.7755
0.0649	5.9855	1652	0.5934	0.3318	0.5934	0.7703
0.0649	5.9928	1654	0.5762	0.3318	0.5762	0.7591
0.0649	6.0	1656	0.5590	0.3318	0.5590	0.7477
0.0649	6.0072	1658	0.5547	0.3318	0.5547	0.7448
0.0649	6.0145	1660	0.5498	0.3318	0.5498	0.7415
0.0649	6.0217	1662	0.5486	0.3318	0.5486	0.7407
0.0649	6.0290	1664	0.5519	0.3318	0.5519	0.7429
0.0649	6.0362	1666	0.5589	0.3318	0.5589	0.7476
0.0649	6.0435	1668	0.5561	0.3318	0.5561	0.7457
0.0649	6.0507	1670	0.5526	0.3318	0.5526	0.7433
0.0649	6.0580	1672	0.5498	0.3318	0.5498	0.7415
0.0649	6.0652	1674	0.5445	0.3318	0.5445	0.7379
0.0649	6.0725	1676	0.5406	0.3318	0.5406	0.7353
0.0649	6.0797	1678	0.5415	0.3318	0.5415	0.7359
0.0649	6.0870	1680	0.5473	0.3318	0.5473	0.7398
0.0649	6.0942	1682	0.5501	0.3318	0.5501	0.7417
0.0649	6.1014	1684	0.5537	0.3318	0.5537	0.7441
0.0649	6.1087	1686	0.5550	0.3318	0.5550	0.7450
0.0649	6.1159	1688	0.5540	0.3318	0.5540	0.7443
0.0649	6.1232	1690	0.5507	0.3318	0.5507	0.7421
0.0649	6.1304	1692	0.5416	0.3318	0.5416	0.7360
0.0649	6.1377	1694	0.5360	0.3318	0.5360	0.7321
0.0649	6.1449	1696	0.5323	0.3318	0.5323	0.7296
0.0649	6.1522	1698	0.5340	0.3318	0.5340	0.7307
0.0649	6.1594	1700	0.5421	0.3318	0.5421	0.7363
0.0649	6.1667	1702	0.5615	0.3318	0.5615	0.7493
0.0649	6.1739	1704	0.5794	0.3318	0.5794	0.7612
0.0649	6.1812	1706	0.5864	0.3724	0.5864	0.7658
0.0649	6.1884	1708	0.5771	0.3318	0.5771	0.7597
0.0649	6.1957	1710	0.5697	0.3318	0.5697	0.7548
0.0649	6.2029	1712	0.5657	0.3318	0.5657	0.7521
0.0649	6.2101	1714	0.5584	0.3318	0.5584	0.7473
0.0649	6.2174	1716	0.5481	0.3318	0.5481	0.7403
0.0649	6.2246	1718	0.5422	0.3318	0.5422	0.7364
0.0649	6.2319	1720	0.5365	0.3318	0.5365	0.7325
0.0649	6.2391	1722	0.5300	0.3318	0.5300	0.7280
0.0649	6.2464	1724	0.5319	0.3318	0.5319	0.7293
0.0649	6.2536	1726	0.5314	0.3318	0.5314	0.7289
0.0649	6.2609	1728	0.5296	0.3318	0.5296	0.7277
0.0649	6.2681	1730	0.5413	0.4277	0.5413	0.7357
0.0649	6.2754	1732	0.5520	0.4277	0.5520	0.7430
0.0649	6.2826	1734	0.5652	0.4277	0.5652	0.7518
0.0649	6.2899	1736	0.5610	0.4661	0.5610	0.7490
0.0649	6.2971	1738	0.5500	0.3318	0.5500	0.7416
0.0649	6.3043	1740	0.5441	0.3318	0.5441	0.7376
0.0649	6.3116	1742	0.5433	0.3318	0.5433	0.7371
0.0649	6.3188	1744	0.5393	0.3318	0.5393	0.7344
0.0649	6.3261	1746	0.5432	0.3318	0.5432	0.7370
0.0649	6.3333	1748	0.5434	0.3865	0.5434	0.7371
0.0649	6.3406	1750	0.5437	0.3865	0.5437	0.7374
0.0649	6.3478	1752	0.5457	0.3318	0.5457	0.7387
0.0649	6.3551	1754	0.5482	0.3318	0.5482	0.7404
0.0649	6.3623	1756	0.5539	0.3318	0.5539	0.7442
0.0649	6.3696	1758	0.5606	0.3318	0.5606	0.7487
0.0649	6.3768	1760	0.5651	0.3318	0.5651	0.7517
0.0649	6.3841	1762	0.5727	0.3318	0.5727	0.7568
0.0649	6.3913	1764	0.5751	0.3318	0.5751	0.7583
0.0649	6.3986	1766	0.5727	0.3318	0.5727	0.7568
0.0649	6.4058	1768	0.5750	0.3318	0.5750	0.7583
0.0649	6.4130	1770	0.5750	0.3318	0.5750	0.7583
0.0649	6.4203	1772	0.5749	0.3318	0.5749	0.7582
0.0649	6.4275	1774	0.5744	0.3318	0.5744	0.7579
0.0649	6.4348	1776	0.5774	0.3724	0.5774	0.7598
0.0649	6.4420	1778	0.5766	0.3724	0.5766	0.7593
0.0649	6.4493	1780	0.5723	0.3724	0.5723	0.7565
0.0649	6.4565	1782	0.5726	0.3724	0.5726	0.7567
0.0649	6.4638	1784	0.5683	0.3318	0.5683	0.7539
0.0649	6.4710	1786	0.5684	0.3318	0.5684	0.7539
0.0649	6.4783	1788	0.5660	0.3318	0.5660	0.7523
0.0649	6.4855	1790	0.5695	0.4277	0.5695	0.7547
0.0649	6.4928	1792	0.5707	0.4277	0.5707	0.7554
0.0649	6.5	1794	0.5730	0.4277	0.5730	0.7570
0.0649	6.5072	1796	0.5715	0.4277	0.5715	0.7560
0.0649	6.5145	1798	0.5605	0.4277	0.5605	0.7487
0.0649	6.5217	1800	0.5442	0.3318	0.5442	0.7377
0.0649	6.5290	1802	0.5359	0.3318	0.5359	0.7320
0.0649	6.5362	1804	0.5300	0.3865	0.5300	0.7280
0.0649	6.5435	1806	0.5287	0.3865	0.5287	0.7271
0.0649	6.5507	1808	0.5287	0.3865	0.5287	0.7271
0.0649	6.5580	1810	0.5313	0.3865	0.5313	0.7289
0.0649	6.5652	1812	0.5328	0.3865	0.5328	0.7300
0.0649	6.5725	1814	0.5349	0.3865	0.5349	0.7314
0.0649	6.5797	1816	0.5381	0.3318	0.5381	0.7335
0.0649	6.5870	1818	0.5426	0.3318	0.5426	0.7366
0.0649	6.5942	1820	0.5454	0.3318	0.5454	0.7385
0.0649	6.6014	1822	0.5481	0.3318	0.5481	0.7403
0.0649	6.6087	1824	0.5492	0.3318	0.5492	0.7410
0.0649	6.6159	1826	0.5489	0.3318	0.5489	0.7408
0.0649	6.6232	1828	0.5460	0.3318	0.5460	0.7389
0.0649	6.6304	1830	0.5405	0.3318	0.5405	0.7352
0.0649	6.6377	1832	0.5372	0.3318	0.5372	0.7329
0.0649	6.6449	1834	0.5361	0.4277	0.5361	0.7322
0.0649	6.6522	1836	0.5300	0.4277	0.5300	0.7280
0.0649	6.6594	1838	0.5356	0.4277	0.5356	0.7319
0.0649	6.6667	1840	0.5366	0.4277	0.5366	0.7325
0.0649	6.6739	1842	0.5363	0.4277	0.5363	0.7323
0.0649	6.6812	1844	0.5277	0.4277	0.5277	0.7264
0.0649	6.6884	1846	0.5165	0.4277	0.5165	0.7187
0.0649	6.6957	1848	0.5121	0.3865	0.5121	0.7156
0.0649	6.7029	1850	0.5128	0.3865	0.5128	0.7161
0.0649	6.7101	1852	0.5176	0.3865	0.5176	0.7194
0.0649	6.7174	1854	0.5254	0.4772	0.5254	0.7248
0.0649	6.7246	1856	0.5377	0.4277	0.5377	0.7333
0.0649	6.7319	1858	0.5528	0.4277	0.5528	0.7435
0.0649	6.7391	1860	0.5627	0.4277	0.5627	0.7501
0.0649	6.7464	1862	0.5719	0.4277	0.5719	0.7562
0.0649	6.7536	1864	0.5695	0.4277	0.5695	0.7547
0.0649	6.7609	1866	0.5600	0.3318	0.5600	0.7483
0.0649	6.7681	1868	0.5549	0.3318	0.5549	0.7449
0.0649	6.7754	1870	0.5586	0.3865	0.5586	0.7474
0.0649	6.7826	1872	0.5608	0.3865	0.5608	0.7488
0.0649	6.7899	1874	0.5656	0.3467	0.5656	0.7521
0.0649	6.7971	1876	0.5732	0.3467	0.5732	0.7571
0.0649	6.8043	1878	0.5833	0.3077	0.5833	0.7637
0.0649	6.8116	1880	0.5848	0.3077	0.5848	0.7647
0.0649	6.8188	1882	0.5818	0.3077	0.5818	0.7628
0.0649	6.8261	1884	0.5833	0.3467	0.5833	0.7637
0.0649	6.8333	1886	0.5809	0.3467	0.5809	0.7622
0.0649	6.8406	1888	0.5819	0.3318	0.5819	0.7628
0.0649	6.8478	1890	0.5851	0.3318	0.5851	0.7649
0.0649	6.8551	1892	0.5898	0.3318	0.5898	0.7680
0.0649	6.8623	1894	0.5941	0.3318	0.5941	0.7708
0.0649	6.8696	1896	0.5970	0.3318	0.5970	0.7727
0.0649	6.8768	1898	0.5954	0.4277	0.5954	0.7716
0.0649	6.8841	1900	0.5816	0.4277	0.5816	0.7626
0.0649	6.8913	1902	0.5628	0.4277	0.5628	0.7502
0.0649	6.8986	1904	0.5490	0.3318	0.5490	0.7409
0.0649	6.9058	1906	0.5453	0.3865	0.5453	0.7384
0.0649	6.9130	1908	0.5511	0.3467	0.5511	0.7424
0.0649	6.9203	1910	0.5584	0.3467	0.5584	0.7473
0.0649	6.9275	1912	0.5611	0.3467	0.5611	0.7491
0.0649	6.9348	1914	0.5567	0.3467	0.5567	0.7461
0.0649	6.9420	1916	0.5520	0.3865	0.5520	0.7430
0.0649	6.9493	1918	0.5543	0.3318	0.5543	0.7445
0.0649	6.9565	1920	0.5613	0.4277	0.5613	0.7492
0.0649	6.9638	1922	0.5693	0.4277	0.5693	0.7545
0.0649	6.9710	1924	0.5788	0.4277	0.5788	0.7608
0.0649	6.9783	1926	0.5811	0.4277	0.5811	0.7623
0.0649	6.9855	1928	0.5828	0.4277	0.5828	0.7634
0.0649	6.9928	1930	0.5783	0.4277	0.5783	0.7605
0.0649	7.0	1932	0.5763	0.4277	0.5763	0.7591
0.0649	7.0072	1934	0.5803	0.4277	0.5803	0.7618
0.0649	7.0145	1936	0.5854	0.4280	0.5854	0.7651
0.0649	7.0217	1938	0.5871	0.4280	0.5871	0.7662
0.0649	7.0290	1940	0.5766	0.4277	0.5766	0.7594
0.0649	7.0362	1942	0.5563	0.4277	0.5563	0.7458
0.0649	7.0435	1944	0.5405	0.4772	0.5405	0.7352
0.0649	7.0507	1946	0.5315	0.4772	0.5315	0.7290
0.0649	7.0580	1948	0.5209	0.4772	0.5209	0.7217
0.0649	7.0652	1950	0.5128	0.3865	0.5128	0.7161
0.0649	7.0725	1952	0.5054	0.3865	0.5054	0.7109
0.0649	7.0797	1954	0.4991	0.3865	0.4991	0.7065
0.0649	7.0870	1956	0.4922	0.3865	0.4922	0.7016
0.0649	7.0942	1958	0.4912	0.4772	0.4912	0.7008
0.0649	7.1014	1960	0.4926	0.4772	0.4926	0.7018
0.0649	7.1087	1962	0.4917	0.4772	0.4917	0.7012
0.0649	7.1159	1964	0.4896	0.4772	0.4896	0.6997
0.0649	7.1232	1966	0.4938	0.4772	0.4938	0.7027
0.0649	7.1304	1968	0.5014	0.4772	0.5014	0.7081
0.0649	7.1377	1970	0.5042	0.4772	0.5042	0.7100
0.0649	7.1449	1972	0.5032	0.4772	0.5032	0.7094
0.0649	7.1522	1974	0.5064	0.4772	0.5064	0.7116
0.0649	7.1594	1976	0.5165	0.4277	0.5165	0.7187
0.0649	7.1667	1978	0.5174	0.4277	0.5174	0.7193
0.0649	7.1739	1980	0.5087	0.4277	0.5087	0.7132
0.0649	7.1812	1982	0.4975	0.4772	0.4975	0.7053
0.0649	7.1884	1984	0.4922	0.4772	0.4922	0.7016
0.0649	7.1957	1986	0.4939	0.4772	0.4939	0.7028
0.0649	7.2029	1988	0.5010	0.4772	0.5010	0.7078
0.0649	7.2101	1990	0.5045	0.4772	0.5045	0.7103
0.0649	7.2174	1992	0.5039	0.4772	0.5039	0.7098
0.0649	7.2246	1994	0.5045	0.3865	0.5045	0.7102
0.0649	7.2319	1996	0.5088	0.4772	0.5088	0.7133
0.0649	7.2391	1998	0.5086	0.4772	0.5086	0.7131
0.053	7.2464	2000	0.5072	0.4772	0.5072	0.7122
0.053	7.2536	2002	0.5104	0.4772	0.5104	0.7144
0.053	7.2609	2004	0.5173	0.4772	0.5173	0.7193
0.053	7.2681	2006	0.5320	0.4277	0.5320	0.7294
0.053	7.2754	2008	0.5466	0.4280	0.5466	0.7393
0.053	7.2826	2010	0.5589	0.5045	0.5589	0.7476
0.053	7.2899	2012	0.5654	0.5045	0.5654	0.7519
0.053	7.2971	2014	0.5663	0.5045	0.5663	0.7525
0.053	7.3043	2016	0.5565	0.5045	0.5565	0.7460
0.053	7.3116	2018	0.5489	0.5045	0.5489	0.7409
0.053	7.3188	2020	0.5367	0.5045	0.5367	0.7326
0.053	7.3261	2022	0.5161	0.4277	0.5161	0.7184
0.053	7.3333	2024	0.5018	0.4772	0.5018	0.7084
0.053	7.3406	2026	0.4942	0.4772	0.4942	0.7030
0.053	7.3478	2028	0.4951	0.4772	0.4951	0.7036
0.053	7.3551	2030	0.4950	0.4772	0.4950	0.7036
0.053	7.3623	2032	0.4944	0.4772	0.4944	0.7032
0.053	7.3696	2034	0.4921	0.4772	0.4921	0.7015
0.053	7.3768	2036	0.5006	0.4772	0.5006	0.7075
0.053	7.3841	2038	0.5096	0.4277	0.5096	0.7139
0.053	7.3913	2040	0.5206	0.4277	0.5206	0.7215
0.053	7.3986	2042	0.5276	0.4277	0.5276	0.7263
0.053	7.4058	2044	0.5265	0.4277	0.5265	0.7256
0.053	7.4130	2046	0.5166	0.4277	0.5166	0.7187
0.053	7.4203	2048	0.5156	0.4277	0.5156	0.7181
0.053	7.4275	2050	0.5218	0.4277	0.5218	0.7224
0.053	7.4348	2052	0.5254	0.4277	0.5254	0.7248
0.053	7.4420	2054	0.5298	0.3318	0.5298	0.7279
0.053	7.4493	2056	0.5352	0.3318	0.5352	0.7316
0.053	7.4565	2058	0.5418	0.3318	0.5418	0.7361
0.053	7.4638	2060	0.5502	0.3318	0.5502	0.7417
0.053	7.4710	2062	0.5543	0.3318	0.5543	0.7445
0.053	7.4783	2064	0.5562	0.3318	0.5562	0.7458
0.053	7.4855	2066	0.5561	0.3318	0.5561	0.7457
0.053	7.4928	2068	0.5540	0.3865	0.5540	0.7443
0.053	7.5	2070	0.5530	0.3865	0.5530	0.7437
0.053	7.5072	2072	0.5533	0.3865	0.5533	0.7439
0.053	7.5145	2074	0.5558	0.3865	0.5558	0.7456
0.053	7.5217	2076	0.5605	0.3865	0.5605	0.7487
0.053	7.5290	2078	0.5614	0.3318	0.5614	0.7493
0.053	7.5362	2080	0.5590	0.3318	0.5590	0.7476
0.053	7.5435	2082	0.5575	0.3318	0.5575	0.7467
0.053	7.5507	2084	0.5567	0.3318	0.5567	0.7462
0.053	7.5580	2086	0.5587	0.3318	0.5587	0.7474
0.053	7.5652	2088	0.5599	0.3318	0.5599	0.7483
0.053	7.5725	2090	0.5623	0.4277	0.5623	0.7499
0.053	7.5797	2092	0.5728	0.5097	0.5728	0.7568
0.053	7.5870	2094	0.5851	0.5097	0.5851	0.7649
0.053	7.5942	2096	0.5913	0.5045	0.5913	0.7689
0.053	7.6014	2098	0.5780	0.5097	0.5780	0.7602
0.053	7.6087	2100	0.5565	0.5097	0.5565	0.7460
0.053	7.6159	2102	0.5359	0.4277	0.5359	0.7321
0.053	7.6232	2104	0.5219	0.3865	0.5219	0.7224
0.053	7.6304	2106	0.5145	0.3865	0.5145	0.7173
0.053	7.6377	2108	0.5085	0.3865	0.5085	0.7131
0.053	7.6449	2110	0.5034	0.3865	0.5034	0.7095
0.053	7.6522	2112	0.5004	0.3865	0.5004	0.7074
0.053	7.6594	2114	0.5001	0.3865	0.5001	0.7072
0.053	7.6667	2116	0.5008	0.3865	0.5008	0.7076
0.053	7.6739	2118	0.5068	0.4772	0.5068	0.7119
0.053	7.6812	2120	0.5229	0.4277	0.5229	0.7231
0.053	7.6884	2122	0.5455	0.5097	0.5455	0.7386
0.053	7.6957	2124	0.5662	0.5045	0.5662	0.7525
0.053	7.7029	2126	0.5800	0.5045	0.5800	0.7616
0.053	7.7101	2128	0.5918	0.5045	0.5918	0.7693
0.053	7.7174	2130	0.5910	0.5045	0.5910	0.7688
0.053	7.7246	2132	0.5836	0.5045	0.5836	0.7639
0.053	7.7319	2134	0.5751	0.5045	0.5751	0.7583
0.053	7.7391	2136	0.5627	0.5045	0.5627	0.7501
0.053	7.7464	2138	0.5411	0.5097	0.5411	0.7356
0.053	7.7536	2140	0.5241	0.5097	0.5241	0.7239
0.053	7.7609	2142	0.5177	0.4277	0.5177	0.7195
0.053	7.7681	2144	0.5149	0.4277	0.5149	0.7176
0.053	7.7754	2146	0.5150	0.4772	0.5150	0.7176
0.053	7.7826	2148	0.5161	0.4277	0.5161	0.7184
0.053	7.7899	2150	0.5201	0.4277	0.5201	0.7212
0.053	7.7971	2152	0.5250	0.4277	0.5250	0.7246
0.053	7.8043	2154	0.5271	0.4277	0.5271	0.7260
0.053	7.8116	2156	0.5239	0.4277	0.5239	0.7238
0.053	7.8188	2158	0.5229	0.4277	0.5229	0.7231
0.053	7.8261	2160	0.5203	0.3865	0.5203	0.7213
0.053	7.8333	2162	0.5166	0.3865	0.5166	0.7188
0.053	7.8406	2164	0.5161	0.3865	0.5161	0.7184
0.053	7.8478	2166	0.5187	0.3865	0.5187	0.7202
0.053	7.8551	2168	0.5217	0.3865	0.5217	0.7223
0.053	7.8623	2170	0.5230	0.3865	0.5230	0.7232
0.053	7.8696	2172	0.5254	0.3865	0.5254	0.7248
0.053	7.8768	2174	0.5326	0.3318	0.5326	0.7298
0.053	7.8841	2176	0.5410	0.4277	0.5410	0.7356
0.053	7.8913	2178	0.5473	0.4277	0.5473	0.7398
0.053	7.8986	2180	0.5454	0.4277	0.5454	0.7385
0.053	7.9058	2182	0.5398	0.4277	0.5398	0.7347
0.053	7.9130	2184	0.5317	0.3318	0.5317	0.7292
0.053	7.9203	2186	0.5281	0.3318	0.5281	0.7267
0.053	7.9275	2188	0.5226	0.3318	0.5226	0.7229
0.053	7.9348	2190	0.5211	0.3865	0.5211	0.7219
0.053	7.9420	2192	0.5225	0.3318	0.5225	0.7229
0.053	7.9493	2194	0.5254	0.3318	0.5254	0.7249
0.053	7.9565	2196	0.5292	0.3318	0.5292	0.7274
0.053	7.9638	2198	0.5315	0.3318	0.5315	0.7290
0.053	7.9710	2200	0.5295	0.3865	0.5295	0.7277
0.053	7.9783	2202	0.5268	0.3865	0.5268	0.7258
0.053	7.9855	2204	0.5247	0.3865	0.5247	0.7244
0.053	7.9928	2206	0.5261	0.3865	0.5261	0.7253
0.053	8.0	2208	0.5322	0.3865	0.5322	0.7295
0.053	8.0072	2210	0.5389	0.3865	0.5389	0.7341
0.053	8.0145	2212	0.5490	0.3318	0.5490	0.7409
0.053	8.0217	2214	0.5589	0.4277	0.5589	0.7476
0.053	8.0290	2216	0.5622	0.3318	0.5622	0.7498
0.053	8.0362	2218	0.5584	0.3318	0.5584	0.7472
0.053	8.0435	2220	0.5530	0.3318	0.5530	0.7436
0.053	8.0507	2222	0.5443	0.3865	0.5443	0.7378
0.053	8.0580	2224	0.5389	0.3865	0.5389	0.7341
0.053	8.0652	2226	0.5351	0.3865	0.5351	0.7315
0.053	8.0725	2228	0.5346	0.3865	0.5346	0.7311
0.053	8.0797	2230	0.5381	0.3865	0.5381	0.7336
0.053	8.0870	2232	0.5466	0.3865	0.5466	0.7393
0.053	8.0942	2234	0.5569	0.3318	0.5569	0.7463
0.053	8.1014	2236	0.5654	0.3318	0.5654	0.7519
0.053	8.1087	2238	0.5720	0.4277	0.5720	0.7563
0.053	8.1159	2240	0.5732	0.4277	0.5732	0.7571
0.053	8.1232	2242	0.5655	0.4277	0.5655	0.7520
0.053	8.1304	2244	0.5511	0.3865	0.5511	0.7424
0.053	8.1377	2246	0.5377	0.3865	0.5377	0.7333
0.053	8.1449	2248	0.5319	0.3865	0.5319	0.7293
0.053	8.1522	2250	0.5314	0.3865	0.5314	0.7289
0.053	8.1594	2252	0.5310	0.3865	0.5310	0.7287
0.053	8.1667	2254	0.5333	0.3865	0.5333	0.7303
0.053	8.1739	2256	0.5378	0.3865	0.5378	0.7334
0.053	8.1812	2258	0.5411	0.3865	0.5411	0.7356
0.053	8.1884	2260	0.5460	0.3865	0.5460	0.7389
0.053	8.1957	2262	0.5536	0.3318	0.5536	0.7441
0.053	8.2029	2264	0.5609	0.3318	0.5609	0.7489
0.053	8.2101	2266	0.5661	0.3318	0.5661	0.7524
0.053	8.2174	2268	0.5684	0.3318	0.5684	0.7540
0.053	8.2246	2270	0.5695	0.3318	0.5695	0.7546
0.053	8.2319	2272	0.5724	0.3318	0.5724	0.7566
0.053	8.2391	2274	0.5769	0.3318	0.5769	0.7595
0.053	8.2464	2276	0.5837	0.3318	0.5837	0.7640
0.053	8.2536	2278	0.5890	0.3318	0.5890	0.7674
0.053	8.2609	2280	0.5923	0.3318	0.5923	0.7696
0.053	8.2681	2282	0.5915	0.3318	0.5915	0.7691
0.053	8.2754	2284	0.5892	0.3318	0.5892	0.7676
0.053	8.2826	2286	0.5885	0.3318	0.5885	0.7672
0.053	8.2899	2288	0.5871	0.3318	0.5871	0.7663
0.053	8.2971	2290	0.5816	0.3318	0.5816	0.7627
0.053	8.3043	2292	0.5788	0.3318	0.5788	0.7608
0.053	8.3116	2294	0.5775	0.3318	0.5775	0.7599
0.053	8.3188	2296	0.5763	0.3318	0.5763	0.7592
0.053	8.3261	2298	0.5746	0.3318	0.5746	0.7580
0.053	8.3333	2300	0.5688	0.3318	0.5688	0.7542
0.053	8.3406	2302	0.5608	0.3318	0.5608	0.7489
0.053	8.3478	2304	0.5533	0.3318	0.5533	0.7438
0.053	8.3551	2306	0.5494	0.3318	0.5494	0.7412
0.053	8.3623	2308	0.5455	0.3318	0.5455	0.7386
0.053	8.3696	2310	0.5426	0.3318	0.5426	0.7366
0.053	8.3768	2312	0.5417	0.3318	0.5417	0.7360
0.053	8.3841	2314	0.5402	0.3318	0.5402	0.7350
0.053	8.3913	2316	0.5389	0.3318	0.5389	0.7341
0.053	8.3986	2318	0.5395	0.3318	0.5395	0.7345
0.053	8.4058	2320	0.5380	0.3318	0.5380	0.7335
0.053	8.4130	2322	0.5368	0.3318	0.5368	0.7327
0.053	8.4203	2324	0.5361	0.3318	0.5361	0.7322
0.053	8.4275	2326	0.5363	0.3318	0.5363	0.7324
0.053	8.4348	2328	0.5384	0.3318	0.5384	0.7337
0.053	8.4420	2330	0.5421	0.3318	0.5421	0.7363
0.053	8.4493	2332	0.5472	0.3318	0.5472	0.7397
0.053	8.4565	2334	0.5506	0.3318	0.5506	0.7420
0.053	8.4638	2336	0.5543	0.3318	0.5543	0.7445
0.053	8.4710	2338	0.5561	0.3318	0.5561	0.7457
0.053	8.4783	2340	0.5574	0.3318	0.5574	0.7466
0.053	8.4855	2342	0.5583	0.3318	0.5583	0.7472
0.053	8.4928	2344	0.5561	0.3318	0.5561	0.7457
0.053	8.5	2346	0.5537	0.3318	0.5537	0.7441
0.053	8.5072	2348	0.5506	0.3318	0.5506	0.7420
0.053	8.5145	2350	0.5471	0.3318	0.5471	0.7397
0.053	8.5217	2352	0.5479	0.3318	0.5479	0.7402
0.053	8.5290	2354	0.5483	0.3318	0.5483	0.7405
0.053	8.5362	2356	0.5479	0.3318	0.5479	0.7402
0.053	8.5435	2358	0.5473	0.3318	0.5473	0.7398
0.053	8.5507	2360	0.5476	0.3318	0.5476	0.7400
0.053	8.5580	2362	0.5506	0.3318	0.5506	0.7420
0.053	8.5652	2364	0.5546	0.3318	0.5546	0.7447
0.053	8.5725	2366	0.5590	0.3318	0.5590	0.7477
0.053	8.5797	2368	0.5620	0.3318	0.5620	0.7497
0.053	8.5870	2370	0.5611	0.3318	0.5611	0.7490
0.053	8.5942	2372	0.5600	0.3318	0.5600	0.7484
0.053	8.6014	2374	0.5586	0.3318	0.5586	0.7474
0.053	8.6087	2376	0.5567	0.3318	0.5567	0.7461
0.053	8.6159	2378	0.5554	0.3318	0.5554	0.7453
0.053	8.6232	2380	0.5549	0.3318	0.5549	0.7449
0.053	8.6304	2382	0.5571	0.3318	0.5571	0.7464
0.053	8.6377	2384	0.5572	0.3318	0.5572	0.7465
0.053	8.6449	2386	0.5572	0.3318	0.5572	0.7465
0.053	8.6522	2388	0.5579	0.3318	0.5579	0.7469
0.053	8.6594	2390	0.5578	0.3318	0.5578	0.7469
0.053	8.6667	2392	0.5563	0.3318	0.5563	0.7459
0.053	8.6739	2394	0.5554	0.3318	0.5554	0.7453
0.053	8.6812	2396	0.5525	0.3318	0.5525	0.7433
0.053	8.6884	2398	0.5506	0.3318	0.5506	0.7420
0.053	8.6957	2400	0.5492	0.3318	0.5492	0.7411
0.053	8.7029	2402	0.5487	0.3318	0.5487	0.7407
0.053	8.7101	2404	0.5483	0.3318	0.5483	0.7405
0.053	8.7174	2406	0.5471	0.3318	0.5471	0.7397
0.053	8.7246	2408	0.5472	0.3318	0.5472	0.7397
0.053	8.7319	2410	0.5470	0.3318	0.5470	0.7396
0.053	8.7391	2412	0.5455	0.3318	0.5455	0.7386
0.053	8.7464	2414	0.5459	0.3318	0.5459	0.7388
0.053	8.7536	2416	0.5467	0.3318	0.5467	0.7394
0.053	8.7609	2418	0.5503	0.3318	0.5503	0.7418
0.053	8.7681	2420	0.5523	0.3318	0.5523	0.7432
0.053	8.7754	2422	0.5531	0.3318	0.5531	0.7437
0.053	8.7826	2424	0.5533	0.3318	0.5533	0.7438
0.053	8.7899	2426	0.5535	0.3318	0.5535	0.7440
0.053	8.7971	2428	0.5527	0.3318	0.5527	0.7435
0.053	8.8043	2430	0.5526	0.3318	0.5526	0.7434
0.053	8.8116	2432	0.5545	0.3318	0.5545	0.7447
0.053	8.8188	2434	0.5537	0.3318	0.5537	0.7441
0.053	8.8261	2436	0.5534	0.3318	0.5534	0.7439
0.053	8.8333	2438	0.5536	0.3318	0.5536	0.7441
0.053	8.8406	2440	0.5513	0.3318	0.5513	0.7425
0.053	8.8478	2442	0.5473	0.3318	0.5473	0.7398
0.053	8.8551	2444	0.5453	0.3318	0.5453	0.7385
0.053	8.8623	2446	0.5450	0.3318	0.5450	0.7383
0.053	8.8696	2448	0.5455	0.3318	0.5455	0.7386
0.053	8.8768	2450	0.5469	0.3318	0.5469	0.7395
0.053	8.8841	2452	0.5492	0.3318	0.5492	0.7411
0.053	8.8913	2454	0.5537	0.3318	0.5537	0.7441
0.053	8.8986	2456	0.5571	0.3318	0.5571	0.7464
0.053	8.9058	2458	0.5587	0.3318	0.5587	0.7474
0.053	8.9130	2460	0.5602	0.3318	0.5602	0.7485
0.053	8.9203	2462	0.5613	0.3318	0.5613	0.7492
0.053	8.9275	2464	0.5622	0.3318	0.5622	0.7498
0.053	8.9348	2466	0.5632	0.4277	0.5632	0.7505
0.053	8.9420	2468	0.5669	0.4277	0.5669	0.7529
0.053	8.9493	2470	0.5709	0.4277	0.5709	0.7556
0.053	8.9565	2472	0.5717	0.4277	0.5717	0.7561
0.053	8.9638	2474	0.5728	0.4277	0.5728	0.7568
0.053	8.9710	2476	0.5735	0.4277	0.5735	0.7573
0.053	8.9783	2478	0.5733	0.4277	0.5733	0.7572
0.053	8.9855	2480	0.5760	0.4277	0.5760	0.7589
0.053	8.9928	2482	0.5769	0.4277	0.5769	0.7595
0.053	9.0	2484	0.5751	0.4277	0.5751	0.7584
0.053	9.0072	2486	0.5734	0.4277	0.5734	0.7572
0.053	9.0145	2488	0.5707	0.4277	0.5707	0.7554
0.053	9.0217	2490	0.5664	0.3318	0.5664	0.7526
0.053	9.0290	2492	0.5620	0.3318	0.5620	0.7497
0.053	9.0362	2494	0.5567	0.3318	0.5567	0.7461
0.053	9.0435	2496	0.5504	0.3318	0.5504	0.7419
0.053	9.0507	2498	0.5442	0.3318	0.5442	0.7377
0.0424	9.0580	2500	0.5398	0.3318	0.5398	0.7347
0.0424	9.0652	2502	0.5381	0.3318	0.5381	0.7335
0.0424	9.0725	2504	0.5376	0.3318	0.5376	0.7332
0.0424	9.0797	2506	0.5395	0.3318	0.5395	0.7345
0.0424	9.0870	2508	0.5419	0.3318	0.5419	0.7361
0.0424	9.0942	2510	0.5444	0.3318	0.5444	0.7378
0.0424	9.1014	2512	0.5481	0.3318	0.5481	0.7404
0.0424	9.1087	2514	0.5532	0.3318	0.5532	0.7438
0.0424	9.1159	2516	0.5574	0.3318	0.5574	0.7466
0.0424	9.1232	2518	0.5605	0.3318	0.5605	0.7487
0.0424	9.1304	2520	0.5610	0.3318	0.5610	0.7490
0.0424	9.1377	2522	0.5599	0.3318	0.5599	0.7482
0.0424	9.1449	2524	0.5574	0.3318	0.5574	0.7466
0.0424	9.1522	2526	0.5550	0.3318	0.5550	0.7450
0.0424	9.1594	2528	0.5527	0.3318	0.5527	0.7434
0.0424	9.1667	2530	0.5515	0.3318	0.5515	0.7426
0.0424	9.1739	2532	0.5505	0.3318	0.5505	0.7419
0.0424	9.1812	2534	0.5499	0.3318	0.5499	0.7416
0.0424	9.1884	2536	0.5469	0.3318	0.5469	0.7395
0.0424	9.1957	2538	0.5446	0.3318	0.5446	0.7380
0.0424	9.2029	2540	0.5418	0.3318	0.5418	0.7361
0.0424	9.2101	2542	0.5390	0.3318	0.5390	0.7342
0.0424	9.2174	2544	0.5360	0.3318	0.5360	0.7321
0.0424	9.2246	2546	0.5342	0.3318	0.5342	0.7309
0.0424	9.2319	2548	0.5329	0.3318	0.5329	0.7300
0.0424	9.2391	2550	0.5332	0.3318	0.5332	0.7302
0.0424	9.2464	2552	0.5333	0.3318	0.5333	0.7303
0.0424	9.2536	2554	0.5321	0.3318	0.5321	0.7294
0.0424	9.2609	2556	0.5318	0.3318	0.5318	0.7292
0.0424	9.2681	2558	0.5317	0.3318	0.5317	0.7292
0.0424	9.2754	2560	0.5321	0.3318	0.5321	0.7295
0.0424	9.2826	2562	0.5334	0.3318	0.5334	0.7303
0.0424	9.2899	2564	0.5355	0.3318	0.5355	0.7318
0.0424	9.2971	2566	0.5369	0.3318	0.5369	0.7327
0.0424	9.3043	2568	0.5378	0.3318	0.5378	0.7333
0.0424	9.3116	2570	0.5399	0.3318	0.5399	0.7348
0.0424	9.3188	2572	0.5424	0.3318	0.5424	0.7365
0.0424	9.3261	2574	0.5447	0.3318	0.5447	0.7380
0.0424	9.3333	2576	0.5458	0.3318	0.5458	0.7388
0.0424	9.3406	2578	0.5458	0.3318	0.5458	0.7388
0.0424	9.3478	2580	0.5465	0.3318	0.5465	0.7392
0.0424	9.3551	2582	0.5486	0.3318	0.5486	0.7407
0.0424	9.3623	2584	0.5497	0.3318	0.5497	0.7414
0.0424	9.3696	2586	0.5515	0.3318	0.5515	0.7426
0.0424	9.3768	2588	0.5530	0.3318	0.5530	0.7436
0.0424	9.3841	2590	0.5543	0.3318	0.5543	0.7445
0.0424	9.3913	2592	0.5543	0.3318	0.5543	0.7445
0.0424	9.3986	2594	0.5530	0.3318	0.5530	0.7437
0.0424	9.4058	2596	0.5524	0.3318	0.5524	0.7432
0.0424	9.4130	2598	0.5504	0.3318	0.5504	0.7419
0.0424	9.4203	2600	0.5491	0.3318	0.5491	0.7410
0.0424	9.4275	2602	0.5482	0.3318	0.5482	0.7404
0.0424	9.4348	2604	0.5473	0.3318	0.5473	0.7398
0.0424	9.4420	2606	0.5479	0.3318	0.5479	0.7402
0.0424	9.4493	2608	0.5496	0.3318	0.5496	0.7413
0.0424	9.4565	2610	0.5517	0.3318	0.5517	0.7428
0.0424	9.4638	2612	0.5539	0.3318	0.5539	0.7442
0.0424	9.4710	2614	0.5559	0.3318	0.5559	0.7456
0.0424	9.4783	2616	0.5565	0.3318	0.5565	0.7460
0.0424	9.4855	2618	0.5573	0.3318	0.5573	0.7465
0.0424	9.4928	2620	0.5572	0.3318	0.5572	0.7464
0.0424	9.5	2622	0.5579	0.3318	0.5579	0.7469
0.0424	9.5072	2624	0.5573	0.3318	0.5573	0.7465
0.0424	9.5145	2626	0.5569	0.3318	0.5569	0.7462
0.0424	9.5217	2628	0.5569	0.3318	0.5569	0.7463
0.0424	9.5290	2630	0.5565	0.3318	0.5565	0.7460
0.0424	9.5362	2632	0.5554	0.3318	0.5554	0.7453
0.0424	9.5435	2634	0.5547	0.3318	0.5547	0.7448
0.0424	9.5507	2636	0.5542	0.3318	0.5542	0.7445
0.0424	9.5580	2638	0.5535	0.3318	0.5535	0.7440
0.0424	9.5652	2640	0.5541	0.3318	0.5541	0.7444
0.0424	9.5725	2642	0.5541	0.3318	0.5541	0.7444
0.0424	9.5797	2644	0.5547	0.3318	0.5547	0.7448
0.0424	9.5870	2646	0.5548	0.3318	0.5548	0.7449
0.0424	9.5942	2648	0.5550	0.3318	0.5550	0.7450
0.0424	9.6014	2650	0.5564	0.3318	0.5564	0.7459
0.0424	9.6087	2652	0.5570	0.3318	0.5570	0.7463
0.0424	9.6159	2654	0.5565	0.3318	0.5565	0.7460
0.0424	9.6232	2656	0.5556	0.3318	0.5556	0.7454
0.0424	9.6304	2658	0.5547	0.3318	0.5547	0.7448
0.0424	9.6377	2660	0.5535	0.3318	0.5535	0.7439
0.0424	9.6449	2662	0.5529	0.3318	0.5529	0.7436
0.0424	9.6522	2664	0.5526	0.3318	0.5526	0.7434
0.0424	9.6594	2666	0.5520	0.3318	0.5520	0.7429
0.0424	9.6667	2668	0.5506	0.3318	0.5506	0.7420
0.0424	9.6739	2670	0.5493	0.3318	0.5493	0.7411
0.0424	9.6812	2672	0.5479	0.3318	0.5479	0.7402
0.0424	9.6884	2674	0.5473	0.3318	0.5473	0.7398
0.0424	9.6957	2676	0.5469	0.3318	0.5469	0.7395
0.0424	9.7029	2678	0.5467	0.3318	0.5467	0.7394
0.0424	9.7101	2680	0.5471	0.3318	0.5471	0.7396
0.0424	9.7174	2682	0.5474	0.3318	0.5474	0.7398
0.0424	9.7246	2684	0.5480	0.3318	0.5480	0.7403
0.0424	9.7319	2686	0.5484	0.3318	0.5484	0.7405
0.0424	9.7391	2688	0.5486	0.3318	0.5486	0.7407
0.0424	9.7464	2690	0.5494	0.3318	0.5494	0.7412
0.0424	9.7536	2692	0.5497	0.3318	0.5497	0.7414
0.0424	9.7609	2694	0.5496	0.3318	0.5496	0.7413
0.0424	9.7681	2696	0.5494	0.3318	0.5494	0.7412
0.0424	9.7754	2698	0.5491	0.3318	0.5491	0.7410
0.0424	9.7826	2700	0.5488	0.3318	0.5488	0.7408
0.0424	9.7899	2702	0.5482	0.3318	0.5482	0.7404
0.0424	9.7971	2704	0.5475	0.3318	0.5475	0.7399
0.0424	9.8043	2706	0.5473	0.3318	0.5473	0.7398
0.0424	9.8116	2708	0.5469	0.3318	0.5469	0.7395
0.0424	9.8188	2710	0.5466	0.3318	0.5466	0.7393
0.0424	9.8261	2712	0.5460	0.3318	0.5460	0.7389
0.0424	9.8333	2714	0.5456	0.3318	0.5456	0.7387
0.0424	9.8406	2716	0.5452	0.3318	0.5452	0.7383
0.0424	9.8478	2718	0.5448	0.3318	0.5448	0.7381
0.0424	9.8551	2720	0.5445	0.3318	0.5445	0.7379
0.0424	9.8623	2722	0.5446	0.3318	0.5446	0.7380
0.0424	9.8696	2724	0.5447	0.3318	0.5447	0.7381
0.0424	9.8768	2726	0.5446	0.3318	0.5446	0.7380
0.0424	9.8841	2728	0.5445	0.3318	0.5445	0.7379
0.0424	9.8913	2730	0.5445	0.3318	0.5445	0.7379
0.0424	9.8986	2732	0.5444	0.3318	0.5444	0.7379
0.0424	9.9058	2734	0.5442	0.3318	0.5442	0.7377
0.0424	9.9130	2736	0.5441	0.3318	0.5441	0.7376
0.0424	9.9203	2738	0.5439	0.3318	0.5439	0.7375
0.0424	9.9275	2740	0.5438	0.3318	0.5438	0.7374
0.0424	9.9348	2742	0.5439	0.3318	0.5439	0.7375
0.0424	9.9420	2744	0.5440	0.3318	0.5440	0.7376
0.0424	9.9493	2746	0.5442	0.3318	0.5442	0.7377
0.0424	9.9565	2748	0.5443	0.3318	0.5443	0.7378
0.0424	9.9638	2750	0.5445	0.3318	0.5445	0.7379
0.0424	9.9710	2752	0.5445	0.3318	0.5445	0.7379
0.0424	9.9783	2754	0.5445	0.3318	0.5445	0.7379
0.0424	9.9855	2756	0.5445	0.3318	0.5445	0.7379
0.0424	9.9928	2758	0.5444	0.3318	0.5444	0.7379
0.0424	10.0	2760	0.5444	0.3318	0.5444	0.7379

Framework versions

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