Arabic_FineTuningAraBERT_run3_AugV5_k40_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_run3_AugV5_k40_task1_organization_fold1

Arabic_FineTuningAraBERT_run3_AugV5_k40_task1_organization_fold1 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 28, 2024
Updated: Nov 28, 2024
SHA: eb1538e4

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_run3_AugV5_k40_task1_organization_fold1

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

Loss: 0.4457
Qwk: 0.7407
Mse: 0.4457
Rmse: 0.6676

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	0.0049	2	8.5698	-0.0249	8.5698	2.9274
No log	0.0099	4	6.4613	-0.0560	6.4613	2.5419
No log	0.0148	6	5.0064	-0.1521	5.0064	2.2375
No log	0.0197	8	2.7999	-0.1034	2.7999	1.6733
No log	0.0246	10	1.6568	0.0597	1.6568	1.2872
No log	0.0296	12	1.2257	0.1288	1.2257	1.1071
No log	0.0345	14	1.1395	0.2222	1.1395	1.0675
No log	0.0394	16	1.2688	0.2097	1.2688	1.1264
No log	0.0443	18	1.8804	0.0728	1.8804	1.3713
No log	0.0493	20	2.9936	-0.0237	2.9936	1.7302
No log	0.0542	22	3.1568	-0.0306	3.1568	1.7767
No log	0.0591	24	2.5938	-0.0228	2.5938	1.6105
No log	0.0640	26	1.8686	0.1119	1.8686	1.3670
No log	0.0690	28	1.4554	0.0	1.4554	1.2064
No log	0.0739	30	1.8003	-0.0070	1.8003	1.3418
No log	0.0788	32	1.8718	-0.0070	1.8718	1.3681
No log	0.0837	34	1.5797	-0.0319	1.5797	1.2569
No log	0.0887	36	1.1881	-0.1121	1.1881	1.0900
No log	0.0936	38	1.1102	0.0	1.1102	1.0537
No log	0.0985	40	1.0611	0.1923	1.0611	1.0301
No log	0.1034	42	0.9900	0.3069	0.9900	0.9950
No log	0.1084	44	1.0463	0.1250	1.0463	1.0229
No log	0.1133	46	1.3348	0.0	1.3348	1.1553
No log	0.1182	48	1.5672	0.0	1.5672	1.2519
No log	0.1232	50	1.6474	0.0	1.6474	1.2835
No log	0.1281	52	1.7775	0.0	1.7775	1.3332
No log	0.1330	54	1.8314	0.0	1.8314	1.3533
No log	0.1379	56	1.5638	0.0427	1.5638	1.2505
No log	0.1429	58	1.5968	0.0427	1.5968	1.2637
No log	0.1478	60	2.3772	0.0919	2.3772	1.5418
No log	0.1527	62	2.2377	0.0417	2.2377	1.4959
No log	0.1576	64	1.4639	0.0175	1.4639	1.2099
No log	0.1626	66	1.3543	0.0175	1.3543	1.1638
No log	0.1675	68	2.2174	0.125	2.2174	1.4891
No log	0.1724	70	2.4511	0.1499	2.4511	1.5656
No log	0.1773	72	1.4782	0.0427	1.4782	1.2158
No log	0.1823	74	0.9143	0.2135	0.9143	0.9562
No log	0.1872	76	0.9584	0.2857	0.9584	0.9790
No log	0.1921	78	1.2919	0.0	1.2919	1.1366
No log	0.1970	80	1.7661	0.0239	1.7661	1.3290
No log	0.2020	82	2.2317	0.1499	2.2317	1.4939
No log	0.2069	84	2.0970	0.0728	2.0970	1.4481
No log	0.2118	86	1.5543	0.0	1.5543	1.2467
No log	0.2167	88	1.0841	0.0841	1.0841	1.0412
No log	0.2217	90	0.9544	0.3762	0.9544	0.9769
No log	0.2266	92	0.9990	0.1923	0.9990	0.9995
No log	0.2315	94	1.1319	0.0841	1.1319	1.0639
No log	0.2365	96	1.1261	0.0841	1.1261	1.0612
No log	0.2414	98	1.3778	0.0841	1.3778	1.1738
No log	0.2463	100	1.8540	0.0417	1.8540	1.3616
No log	0.2512	102	1.6687	0.0421	1.6687	1.2918
No log	0.2562	104	2.3073	0.0644	2.3073	1.5190
No log	0.2611	106	2.6885	0.1102	2.6885	1.6397
No log	0.2660	108	2.2073	0.0283	2.2073	1.4857
No log	0.2709	110	1.6046	0.0	1.6046	1.2667
No log	0.2759	112	1.4640	0.0	1.4640	1.2100
No log	0.2808	114	1.3536	0.0	1.3536	1.1635
No log	0.2857	116	1.4269	0.0	1.4269	1.1945
No log	0.2906	118	1.4104	0.0	1.4104	1.1876
No log	0.2956	120	1.1617	0.0	1.1617	1.0778
No log	0.3005	122	0.8572	0.3636	0.8572	0.9259
No log	0.3054	124	0.9369	0.2857	0.9369	0.9679
No log	0.3103	126	1.1070	0.0	1.1070	1.0521
No log	0.3153	128	1.5824	0.0	1.5824	1.2579
No log	0.3202	130	1.6444	0.0	1.6444	1.2823
No log	0.3251	132	1.0993	0.1923	1.0993	1.0485
No log	0.3300	134	0.8894	0.2857	0.8894	0.9431
No log	0.3350	136	0.9341	0.2857	0.9341	0.9665
No log	0.3399	138	1.1869	0.1043	1.1869	1.0895
No log	0.3448	140	1.8285	0.0075	1.8285	1.3522
No log	0.3498	142	2.1573	0.0125	2.1573	1.4688
No log	0.3547	144	2.1412	0.0239	2.1412	1.4633
No log	0.3596	146	1.9761	0.0427	1.9761	1.4057
No log	0.3645	148	1.5638	0.0	1.5638	1.2505
No log	0.3695	150	1.3067	0.0	1.3067	1.1431
No log	0.3744	152	1.1984	0.0	1.1984	1.0947
No log	0.3793	154	1.2234	0.0	1.2234	1.1061
No log	0.3842	156	1.8332	0.0239	1.8332	1.3540
No log	0.3892	158	2.0874	0.0265	2.0874	1.4448
No log	0.3941	160	1.8386	0.0239	1.8386	1.3560
No log	0.3990	162	1.4239	0.0	1.4239	1.1933
No log	0.4039	164	1.1586	0.0	1.1586	1.0764
No log	0.4089	166	1.0474	0.1683	1.0474	1.0234
No log	0.4138	168	1.1089	0.2829	1.1089	1.0530
No log	0.4187	170	1.2673	0.0	1.2673	1.1257
No log	0.4236	172	1.6430	0.0239	1.6430	1.2818
No log	0.4286	174	1.6949	0.0265	1.6949	1.3019
No log	0.4335	176	1.3285	0.0427	1.3285	1.1526
No log	0.4384	178	1.0316	0.3762	1.0316	1.0157
No log	0.4433	180	1.0442	0.3762	1.0442	1.0219
No log	0.4483	182	1.2364	0.0	1.2364	1.1119
No log	0.4532	184	1.6205	0.0	1.6205	1.2730
No log	0.4581	186	1.7965	0.0239	1.7965	1.3403
No log	0.4631	188	1.7110	0.0	1.7110	1.3080
No log	0.4680	190	1.4584	0.0	1.4584	1.2077
No log	0.4729	192	1.1756	0.0	1.1756	1.0842
No log	0.4778	194	1.1047	0.0	1.1047	1.0510
No log	0.4828	196	1.2978	0.0	1.2978	1.1392
No log	0.4877	198	1.6473	-0.0171	1.6473	1.2835
No log	0.4926	200	1.6807	-0.0171	1.6807	1.2964
No log	0.4975	202	1.6397	-0.0171	1.6397	1.2805
No log	0.5025	204	1.2281	0.0	1.2281	1.1082
No log	0.5074	206	0.8676	0.4674	0.8676	0.9315
No log	0.5123	208	0.8458	0.1529	0.8458	0.9197
No log	0.5172	210	0.8615	0.1529	0.8615	0.9282
No log	0.5222	212	0.9041	0.24	0.9041	0.9509
No log	0.5271	214	1.0777	0.0	1.0777	1.0381
No log	0.5320	216	1.3891	0.0	1.3891	1.1786
No log	0.5369	218	1.7888	0.0	1.7888	1.3375
No log	0.5419	220	1.9565	0.1026	1.9565	1.3987
No log	0.5468	222	1.7282	0.1026	1.7282	1.3146
No log	0.5517	224	1.3118	0.0	1.3118	1.1453
No log	0.5567	226	1.1650	0.0	1.1650	1.0793
No log	0.5616	228	1.1282	0.0	1.1282	1.0621
No log	0.5665	230	1.0965	0.0	1.0965	1.0471
No log	0.5714	232	1.0228	0.1043	1.0228	1.0113
No log	0.5764	234	0.9450	0.4020	0.9450	0.9721
No log	0.5813	236	0.8737	0.1630	0.8737	0.9347
No log	0.5862	238	0.8369	0.2130	0.8369	0.9148
No log	0.5911	240	0.8173	0.3834	0.8173	0.9040
No log	0.5961	242	1.1491	0.3636	1.1491	1.0720
No log	0.6010	244	1.2329	0.3636	1.2329	1.1104
No log	0.6059	246	0.9004	0.4020	0.9004	0.9489
No log	0.6108	248	0.7534	0.2135	0.7534	0.8680
No log	0.6158	250	0.7945	0.1840	0.7945	0.8914
No log	0.6207	252	0.8193	0.1529	0.8193	0.9052
No log	0.6256	254	0.7550	0.3425	0.7550	0.8689
No log	0.6305	256	0.7957	0.3571	0.7957	0.8920
No log	0.6355	258	0.9036	0.3762	0.9036	0.9506
No log	0.6404	260	0.7909	0.3571	0.7909	0.8893
No log	0.6453	262	0.6872	0.3558	0.6872	0.8290
No log	0.6502	264	0.7158	0.3000	0.7158	0.8461
No log	0.6552	266	0.6260	0.4068	0.6260	0.7912
No log	0.6601	268	0.6185	0.4068	0.6185	0.7864
No log	0.6650	270	0.6413	0.4068	0.6413	0.8008
No log	0.6700	272	0.6039	0.4731	0.6039	0.7771
No log	0.6749	274	0.8087	0.4717	0.8087	0.8993
No log	0.6798	276	0.6466	0.5161	0.6466	0.8041
No log	0.6847	278	0.7568	0.4724	0.7568	0.8700
No log	0.6897	280	0.9544	0.1667	0.9544	0.9769
No log	0.6946	282	1.0183	0.1529	1.0183	1.0091
No log	0.6995	284	0.9125	0.1529	0.9125	0.9552
No log	0.7044	286	0.7455	0.1529	0.7455	0.8634
No log	0.7094	288	0.6653	0.5027	0.6653	0.8157
No log	0.7143	290	0.6937	0.5027	0.6937	0.8329
No log	0.7192	292	0.8163	0.2959	0.8163	0.9035
No log	0.7241	294	0.9074	0.0800	0.9074	0.9526
No log	0.7291	296	0.7380	0.3558	0.7380	0.8591
No log	0.7340	298	0.5792	0.3558	0.5792	0.7610
No log	0.7389	300	0.5403	0.4556	0.5403	0.7351
No log	0.7438	302	0.6124	0.3000	0.6124	0.7825
No log	0.7488	304	0.6859	0.3041	0.6859	0.8282
No log	0.7537	306	0.7818	0.3077	0.7818	0.8842
No log	0.7586	308	0.8078	0.3077	0.8078	0.8988
No log	0.7635	310	0.8843	0.3368	0.8843	0.9404
No log	0.7685	312	0.7468	0.4510	0.7468	0.8642
No log	0.7734	314	0.7150	0.5116	0.7150	0.8456
No log	0.7783	316	0.5967	0.5116	0.5967	0.7725
No log	0.7833	318	0.5942	0.5196	0.5942	0.7708
No log	0.7882	320	0.5520	0.5116	0.5520	0.7429
No log	0.7931	322	0.3459	0.7950	0.3459	0.5881
No log	0.7980	324	0.3696	0.7083	0.3696	0.6079
No log	0.8030	326	0.3460	0.7686	0.3460	0.5882
No log	0.8079	328	0.5490	0.6160	0.5490	0.7410
No log	0.8128	330	0.6610	0.5484	0.6610	0.8130
No log	0.8177	332	0.4531	0.5767	0.4531	0.6731
No log	0.8227	334	0.3820	0.6280	0.3820	0.6181
No log	0.8276	336	0.5864	0.5116	0.5864	0.7658
No log	0.8325	338	0.6460	0.4510	0.6460	0.8037
No log	0.8374	340	0.4781	0.625	0.4781	0.6915
No log	0.8424	342	0.4580	0.7763	0.4580	0.6767
No log	0.8473	344	0.5012	0.5285	0.5012	0.7080
No log	0.8522	346	0.6974	0.5116	0.6974	0.8351
No log	0.8571	348	0.9687	0.2297	0.9687	0.9842
No log	0.8621	350	1.0025	0.3000	1.0025	1.0013
No log	0.8670	352	0.8216	0.5405	0.8216	0.9064
No log	0.8719	354	0.5076	0.6875	0.5076	0.7125
No log	0.8768	356	0.4251	0.6452	0.4251	0.6520
No log	0.8818	358	0.4469	0.6283	0.4469	0.6685
No log	0.8867	360	0.4219	0.6759	0.4219	0.6495
No log	0.8916	362	0.5122	0.6255	0.5122	0.7157
No log	0.8966	364	0.5218	0.6500	0.5218	0.7224
No log	0.9015	366	0.5233	0.6500	0.5233	0.7234
No log	0.9064	368	0.5177	0.6500	0.5177	0.7195
No log	0.9113	370	0.4926	0.6585	0.4926	0.7019
No log	0.9163	372	0.5707	0.5679	0.5707	0.7555
No log	0.9212	374	0.8853	0.5405	0.8853	0.9409
No log	0.9261	376	1.0895	0.4494	1.0895	1.0438
No log	0.9310	378	0.9937	0.4664	0.9937	0.9968
No log	0.9360	380	0.8102	0.4664	0.8102	0.9001
No log	0.9409	382	0.6242	0.3846	0.6242	0.7901
No log	0.9458	384	0.5068	0.4068	0.5068	0.7119
No log	0.9507	386	0.4924	0.4068	0.4924	0.7017
No log	0.9557	388	0.5621	0.4068	0.5621	0.7497
No log	0.9606	390	0.7232	0.3860	0.7232	0.8504
No log	0.9655	392	0.9755	0.1667	0.9755	0.9877
No log	0.9704	394	1.0840	0.2687	1.0840	1.0411
No log	0.9754	396	1.0107	0.4615	1.0107	1.0053
No log	0.9803	398	0.8390	0.5484	0.8390	0.9160
No log	0.9852	400	0.7431	0.5484	0.7431	0.8620
No log	0.9901	402	0.6902	0.5484	0.6902	0.8308
No log	0.9951	404	0.7385	0.6160	0.7385	0.8594
No log	1.0	406	0.7518	0.5664	0.7518	0.8671
No log	1.0049	408	0.6626	0.5196	0.6626	0.8140
No log	1.0099	410	0.5889	0.4560	0.5889	0.7674
No log	1.0148	412	0.6757	0.4615	0.6757	0.8220
No log	1.0197	414	0.8471	0.3368	0.8471	0.9204
No log	1.0246	416	0.9300	0.4717	0.9300	0.9644
No log	1.0296	418	0.8083	0.5214	0.8083	0.8991
No log	1.0345	420	0.6574	0.5767	0.6574	0.8108
No log	1.0394	422	0.6807	0.5044	0.6807	0.8251
No log	1.0443	424	0.8120	0.5484	0.8120	0.9011
No log	1.0493	426	0.9256	0.4571	0.9256	0.9621
No log	1.0542	428	0.8754	0.4571	0.8754	0.9356
No log	1.0591	430	0.8069	0.5484	0.8069	0.8983
No log	1.0640	432	0.7323	0.5570	0.7323	0.8558
No log	1.0690	434	0.6596	0.4465	0.6596	0.8122
No log	1.0739	436	0.5720	0.5196	0.5720	0.7563
No log	1.0788	438	0.6173	0.4465	0.6173	0.7857
No log	1.0837	440	0.7915	0.4571	0.7915	0.8897
No log	1.0887	442	0.9439	0.3636	0.9439	0.9715
No log	1.0936	444	0.8628	0.4531	0.8628	0.9288
No log	1.0985	446	0.5705	0.5917	0.5705	0.7553
No log	1.1034	448	0.4493	0.7059	0.4493	0.6703
No log	1.1084	450	0.4429	0.6385	0.4429	0.6655
No log	1.1133	452	0.5143	0.4928	0.5143	0.7172
No log	1.1182	454	0.6760	0.4979	0.6760	0.8222
No log	1.1232	456	0.7038	0.4979	0.7038	0.8389
No log	1.1281	458	0.6311	0.5767	0.6311	0.7944
No log	1.1330	460	0.5891	0.5196	0.5891	0.7676
No log	1.1379	462	0.4931	0.5463	0.4931	0.7022
No log	1.1429	464	0.4935	0.5381	0.4935	0.7025
No log	1.1478	466	0.5023	0.5381	0.5023	0.7087
No log	1.1527	468	0.5301	0.4560	0.5301	0.7281
No log	1.1576	470	0.7212	0.4979	0.7212	0.8492
No log	1.1626	472	0.8366	0.5484	0.8366	0.9147
No log	1.1675	474	0.7262	0.4979	0.7262	0.8522
No log	1.1724	476	0.6513	0.4979	0.6513	0.8070
No log	1.1773	478	0.5783	0.4979	0.5783	0.7604
No log	1.1823	480	0.5836	0.4979	0.5836	0.7639
No log	1.1872	482	0.5943	0.4979	0.5943	0.7709
No log	1.1921	484	0.6365	0.4979	0.6365	0.7978
No log	1.1970	486	0.5497	0.4979	0.5497	0.7414
No log	1.2020	488	0.4645	0.5463	0.4645	0.6815
No log	1.2069	490	0.4685	0.6351	0.4685	0.6845
No log	1.2118	492	0.5098	0.5604	0.5098	0.7140
No log	1.2167	494	0.6374	0.5116	0.6374	0.7984
No log	1.2217	496	0.7477	0.4571	0.7477	0.8647
No log	1.2266	498	0.7177	0.4571	0.7177	0.8472
0.7412	1.2315	500	0.5917	0.5196	0.5917	0.7692
0.7412	1.2365	502	0.4792	0.4878	0.4792	0.6923
0.7412	1.2414	504	0.4443	0.6729	0.4443	0.6665
0.7412	1.2463	506	0.4526	0.5463	0.4526	0.6728
0.7412	1.2512	508	0.5820	0.5817	0.5820	0.7629
0.7412	1.2562	510	0.7501	0.5484	0.7501	0.8661
0.7412	1.2611	512	0.8829	0.4531	0.8829	0.9396
0.7412	1.2660	514	0.7830	0.5484	0.7830	0.8849
0.7412	1.2709	516	0.5269	0.5817	0.5269	0.7259
0.7412	1.2759	518	0.4035	0.7123	0.4035	0.6352
0.7412	1.2808	520	0.4107	0.7175	0.4107	0.6409
0.7412	1.2857	522	0.4301	0.6698	0.4301	0.6559
0.7412	1.2906	524	0.4185	0.6351	0.4185	0.6469
0.7412	1.2956	526	0.4784	0.5604	0.4784	0.6916
0.7412	1.3005	528	0.6262	0.5484	0.6262	0.7913
0.7412	1.3054	530	0.7039	0.5484	0.7039	0.8390
0.7412	1.3103	532	0.6727	0.5484	0.6727	0.8202
0.7412	1.3153	534	0.5341	0.5664	0.5341	0.7309
0.7412	1.3202	536	0.4724	0.6667	0.4724	0.6873
0.7412	1.3251	538	0.4928	0.5604	0.4928	0.7020
0.7412	1.3300	540	0.5395	0.5664	0.5395	0.7345
0.7412	1.3350	542	0.6320	0.5484	0.6320	0.7950
0.7412	1.3399	544	0.6766	0.5484	0.6766	0.8226
0.7412	1.3448	546	0.5816	0.4979	0.5816	0.7626
0.7412	1.3498	548	0.4726	0.5767	0.4726	0.6875
0.7412	1.3547	550	0.4352	0.5604	0.4352	0.6597
0.7412	1.3596	552	0.4513	0.5604	0.4513	0.6718
0.7412	1.3645	554	0.5184	0.5767	0.5184	0.7200
0.7412	1.3695	556	0.6265	0.5664	0.6265	0.7915
0.7412	1.3744	558	0.7052	0.5484	0.7052	0.8398
0.7412	1.3793	560	0.7077	0.5664	0.7077	0.8412
0.7412	1.3842	562	0.6396	0.5767	0.6396	0.7997
0.7412	1.3892	564	0.5305	0.3846	0.5305	0.7284
0.7412	1.3941	566	0.4994	0.4324	0.4994	0.7067
0.7412	1.3990	568	0.5011	0.4324	0.5011	0.7079
0.7412	1.4039	570	0.5102	0.4324	0.5102	0.7143
0.7412	1.4089	572	0.5482	0.6147	0.5482	0.7404
0.7412	1.4138	574	0.6404	0.4979	0.6404	0.8002
0.7412	1.4187	576	0.6605	0.4979	0.6605	0.8127
0.7412	1.4236	578	0.6326	0.4979	0.6326	0.7954
0.7412	1.4286	580	0.5612	0.5415	0.5612	0.7491
0.7412	1.4335	582	0.4879	0.6147	0.4879	0.6985
0.7412	1.4384	584	0.4575	0.6875	0.4575	0.6764
0.7412	1.4433	586	0.4059	0.7034	0.4059	0.6371
0.7412	1.4483	588	0.4066	0.6547	0.4066	0.6376
0.7412	1.4532	590	0.3859	0.7429	0.3859	0.6212
0.7412	1.4581	592	0.4154	0.6875	0.4154	0.6445
0.7412	1.4631	594	0.5076	0.5817	0.5076	0.7124
0.7412	1.4680	596	0.5015	0.5817	0.5015	0.7082
0.7412	1.4729	598	0.4334	0.6585	0.4334	0.6583
0.7412	1.4778	600	0.4440	0.6459	0.4440	0.6663
0.7412	1.4828	602	0.4279	0.6875	0.4279	0.6542
0.7412	1.4877	604	0.4662	0.5591	0.4662	0.6828
0.7412	1.4926	606	0.4846	0.5817	0.4846	0.6962
0.7412	1.4975	608	0.4452	0.6875	0.4452	0.6672
0.7412	1.5025	610	0.4334	0.6385	0.4334	0.6583
0.7412	1.5074	612	0.4695	0.5604	0.4695	0.6852
0.7412	1.5123	614	0.5631	0.6638	0.5631	0.7504
0.7412	1.5172	616	0.5706	0.6638	0.5706	0.7554
0.7412	1.5222	618	0.5060	0.5604	0.5060	0.7114
0.7412	1.5271	620	0.4887	0.5604	0.4887	0.6990
0.7412	1.5320	622	0.5248	0.6147	0.5248	0.7244
0.7412	1.5369	624	0.5948	0.6500	0.5948	0.7712
0.7412	1.5419	626	0.6978	0.5484	0.6978	0.8353
0.7412	1.5468	628	0.6242	0.5333	0.6242	0.7901
0.7412	1.5517	630	0.5672	0.6026	0.5672	0.7531
0.7412	1.5567	632	0.6160	0.6026	0.6160	0.7849
0.7412	1.5616	634	0.6924	0.5333	0.6924	0.8321
0.7412	1.5665	636	0.6297	0.6026	0.6297	0.7935
0.7412	1.5714	638	0.5124	0.6147	0.5124	0.7158
0.7412	1.5764	640	0.4375	0.5561	0.4375	0.6614
0.7412	1.5813	642	0.4284	0.58	0.4284	0.6545
0.7412	1.5862	644	0.4307	0.6847	0.4307	0.6563
0.7412	1.5911	646	0.4561	0.6875	0.4561	0.6754
0.7412	1.5961	648	0.5246	0.6147	0.5246	0.7243
0.7412	1.6010	650	0.6128	0.4388	0.6128	0.7828
0.7412	1.6059	652	0.5855	0.5044	0.5855	0.7651
0.7412	1.6108	654	0.5287	0.6147	0.5287	0.7271
0.7412	1.6158	656	0.4974	0.5604	0.4974	0.7053
0.7412	1.6207	658	0.4865	0.48	0.4865	0.6975
0.7412	1.6256	660	0.4920	0.5746	0.4920	0.7014
0.7412	1.6305	662	0.4721	0.5381	0.4721	0.6871
0.7412	1.6355	664	0.4582	0.5561	0.4582	0.6769
0.7412	1.6404	666	0.4467	0.5561	0.4467	0.6684
0.7412	1.6453	668	0.4730	0.6385	0.4730	0.6878
0.7412	1.6502	670	0.5201	0.6026	0.5201	0.7212
0.7412	1.6552	672	0.4820	0.6875	0.4820	0.6943
0.7412	1.6601	674	0.4089	0.7364	0.4089	0.6394
0.7412	1.6650	676	0.3999	0.6930	0.3999	0.6324
0.7412	1.6700	678	0.4035	0.6930	0.4035	0.6352
0.7412	1.6749	680	0.4706	0.7149	0.4706	0.6860
0.7412	1.6798	682	0.6019	0.4919	0.6019	0.7758
0.7412	1.6847	684	0.6044	0.4919	0.6044	0.7774
0.7412	1.6897	686	0.5220	0.6147	0.5220	0.7225
0.7412	1.6946	688	0.5160	0.6147	0.5160	0.7183
0.7412	1.6995	690	0.5580	0.6147	0.5580	0.7470
0.7412	1.7044	692	0.5767	0.6147	0.5767	0.7594
0.7412	1.7094	694	0.5676	0.6147	0.5676	0.7534
0.7412	1.7143	696	0.4987	0.6147	0.4987	0.7062
0.7412	1.7192	698	0.4003	0.6759	0.4003	0.6327
0.7412	1.7241	700	0.3802	0.6216	0.3802	0.6166
0.7412	1.7291	702	0.4321	0.7149	0.4321	0.6574
0.7412	1.7340	704	0.4961	0.6638	0.4961	0.7044
0.7412	1.7389	706	0.4628	0.7149	0.4628	0.6803
0.7412	1.7438	708	0.3910	0.6216	0.3910	0.6253
0.7412	1.7488	710	0.3829	0.6216	0.3829	0.6188
0.7412	1.7537	712	0.3858	0.6216	0.3858	0.6211
0.7412	1.7586	714	0.4196	0.7386	0.4196	0.6477
0.7412	1.7635	716	0.5277	0.6500	0.5277	0.7264
0.7412	1.7685	718	0.6136	0.5817	0.6136	0.7833
0.7412	1.7734	720	0.6106	0.5817	0.6106	0.7814
0.7412	1.7783	722	0.5130	0.6343	0.5130	0.7162
0.7412	1.7833	724	0.3977	0.7131	0.3977	0.6306
0.7412	1.7882	726	0.3696	0.6930	0.3696	0.6079
0.7412	1.7931	728	0.3707	0.6578	0.3707	0.6089
0.7412	1.7980	730	0.4470	0.7778	0.4470	0.6686
0.7412	1.8030	732	0.6495	0.5817	0.6495	0.8059
0.7412	1.8079	734	0.7355	0.5817	0.7355	0.8576
0.7412	1.8128	736	0.6344	0.5817	0.6344	0.7965
0.7412	1.8177	738	0.4740	0.8032	0.4740	0.6884
0.7412	1.8227	740	0.3885	0.6695	0.3885	0.6233
0.7412	1.8276	742	0.3937	0.6075	0.3937	0.6274
0.7412	1.8325	744	0.4068	0.6075	0.4068	0.6378
0.7412	1.8374	746	0.4329	0.6957	0.4329	0.6580
0.7412	1.8424	748	0.5303	0.5776	0.5303	0.7282
0.7412	1.8473	750	0.6190	0.5679	0.6190	0.7868
0.7412	1.8522	752	0.6228	0.5679	0.6228	0.7892
0.7412	1.8571	754	0.5328	0.5776	0.5328	0.7299
0.7412	1.8621	756	0.4394	0.7225	0.4394	0.6629
0.7412	1.8670	758	0.3948	0.5962	0.3948	0.6283
0.7412	1.8719	760	0.3848	0.5962	0.3848	0.6203
0.7412	1.8768	762	0.4054	0.6759	0.4054	0.6367
0.7412	1.8818	764	0.4847	0.6723	0.4847	0.6962
0.7412	1.8867	766	0.5713	0.6255	0.5713	0.7559
0.7412	1.8916	768	0.5897	0.6255	0.5897	0.7679
0.7412	1.8966	770	0.5352	0.5776	0.5352	0.7316
0.7412	1.9015	772	0.4695	0.6723	0.4695	0.6852
0.7412	1.9064	774	0.4045	0.5962	0.4045	0.6360
0.7412	1.9113	776	0.3759	0.6075	0.3759	0.6131
0.7412	1.9163	778	0.3528	0.7034	0.3528	0.5939
0.7412	1.9212	780	0.3371	0.776	0.3371	0.5806
0.7412	1.9261	782	0.3951	0.7778	0.3951	0.6286
0.7412	1.9310	784	0.5757	0.7159	0.5757	0.7587
0.7412	1.9360	786	0.6837	0.6138	0.6837	0.8269
0.7412	1.9409	788	0.6344	0.6894	0.6344	0.7965
0.7412	1.9458	790	0.5791	0.6566	0.5791	0.7610
0.7412	1.9507	792	0.4713	0.6934	0.4713	0.6865
0.7412	1.9557	794	0.4522	0.6459	0.4522	0.6725
0.7412	1.9606	796	0.4829	0.6693	0.4829	0.6949
0.7412	1.9655	798	0.4952	0.6693	0.4952	0.7037
0.7412	1.9704	800	0.4585	0.6980	0.4585	0.6771
0.7412	1.9754	802	0.3923	0.7449	0.3923	0.6263
0.7412	1.9803	804	0.3844	0.7449	0.3844	0.6200
0.7412	1.9852	806	0.3887	0.7449	0.3887	0.6235
0.7412	1.9901	808	0.4481	0.6980	0.4481	0.6694
0.7412	1.9951	810	0.4813	0.6934	0.4813	0.6938
0.7412	2.0	812	0.5505	0.5591	0.5505	0.7420
0.7412	2.0049	814	0.5896	0.5817	0.5896	0.7679
0.7412	2.0099	816	0.5569	0.5591	0.5569	0.7463
0.7412	2.0148	818	0.5389	0.5103	0.5389	0.7341
0.7412	2.0197	820	0.4898	0.6723	0.4898	0.6999
0.7412	2.0246	822	0.4275	0.6608	0.4275	0.6538
0.7412	2.0296	824	0.4029	0.6484	0.4029	0.6348
0.7412	2.0345	826	0.4146	0.6484	0.4146	0.6439
0.7412	2.0394	828	0.4340	0.6111	0.4340	0.6588
0.7412	2.0443	830	0.4581	0.6111	0.4581	0.6768
0.7412	2.0493	832	0.4994	0.5333	0.4994	0.7067
0.7412	2.0542	834	0.5507	0.5116	0.5507	0.7421
0.7412	2.0591	836	0.5454	0.6026	0.5454	0.7385
0.7412	2.0640	838	0.5191	0.6026	0.5191	0.7205
0.7412	2.0690	840	0.4809	0.7407	0.4809	0.6934
0.7412	2.0739	842	0.4170	0.7407	0.4170	0.6458
0.7412	2.0788	844	0.4224	0.7407	0.4224	0.6499
0.7412	2.0837	846	0.4779	0.6693	0.4779	0.6913
0.7412	2.0887	848	0.5063	0.6693	0.5063	0.7116
0.7412	2.0936	850	0.4902	0.6693	0.4902	0.7001
0.7412	2.0985	852	0.4061	0.7407	0.4061	0.6373
0.7412	2.1034	854	0.3360	0.6875	0.3360	0.5796
0.7412	2.1084	856	0.3422	0.6091	0.3422	0.5850
0.7412	2.1133	858	0.3572	0.6091	0.3572	0.5977
0.7412	2.1182	860	0.3842	0.7149	0.3842	0.6198
0.7412	2.1232	862	0.4461	0.7149	0.4461	0.6679
0.7412	2.1281	864	0.4565	0.7586	0.4565	0.6756
0.7412	2.1330	866	0.4110	0.7149	0.4110	0.6411
0.7412	2.1379	868	0.3579	0.7386	0.3579	0.5982
0.7412	2.1429	870	0.3855	0.7647	0.3855	0.6209
0.7412	2.1478	872	0.4766	0.6693	0.4766	0.6903
0.7412	2.1527	874	0.6421	0.5817	0.6421	0.8013
0.7412	2.1576	876	0.6961	0.4919	0.6961	0.8343
0.7412	2.1626	878	0.6021	0.5817	0.6021	0.7760
0.7412	2.1675	880	0.4842	0.6693	0.4842	0.6958
0.7412	2.1724	882	0.3578	0.7386	0.3578	0.5982
0.7412	2.1773	884	0.3336	0.7009	0.3336	0.5776
0.7412	2.1823	886	0.3503	0.6698	0.3503	0.5919
0.7412	2.1872	888	0.3470	0.7455	0.3470	0.5890
0.7412	2.1921	890	0.3705	0.6385	0.3705	0.6086
0.7412	2.1970	892	0.4697	0.7149	0.4697	0.6853
0.7412	2.2020	894	0.5477	0.6026	0.5477	0.7401
0.7412	2.2069	896	0.5381	0.6147	0.5381	0.7335
0.7412	2.2118	898	0.4675	0.7149	0.4675	0.6838
0.7412	2.2167	900	0.4204	0.7149	0.4204	0.6484
0.7412	2.2217	902	0.3972	0.6875	0.3972	0.6302
0.7412	2.2266	904	0.4502	0.7407	0.4502	0.6710
0.7412	2.2315	906	0.4880	0.7407	0.4880	0.6986
0.7412	2.2365	908	0.5204	0.6693	0.5204	0.7214
0.7412	2.2414	910	0.5811	0.5817	0.5811	0.7623
0.7412	2.2463	912	0.5776	0.5817	0.5776	0.7600
0.7412	2.2512	914	0.4831	0.6459	0.4831	0.6951
0.7412	2.2562	916	0.4184	0.6608	0.4184	0.6468
0.7412	2.2611	918	0.4008	0.7449	0.4008	0.6331
0.7412	2.2660	920	0.4007	0.7364	0.4007	0.6330
0.7412	2.2709	922	0.4116	0.7364	0.4116	0.6416
0.7412	2.2759	924	0.4391	0.6957	0.4391	0.6627
0.7412	2.2808	926	0.5028	0.6875	0.5028	0.7091
0.7412	2.2857	928	0.5998	0.4701	0.5998	0.7744
0.7412	2.2906	930	0.6557	0.4919	0.6557	0.8097
0.7412	2.2956	932	0.5842	0.5591	0.5842	0.7643
0.7412	2.3005	934	0.4513	0.7386	0.4513	0.6718
0.7412	2.3054	936	0.4000	0.7386	0.4000	0.6325
0.7412	2.3103	938	0.4092	0.7386	0.4092	0.6397
0.7412	2.3153	940	0.4756	0.7072	0.4756	0.6897
0.7412	2.3202	942	0.5935	0.6459	0.5935	0.7704
0.7412	2.3251	944	0.7044	0.5509	0.7044	0.8393
0.7412	2.3300	946	0.6632	0.5509	0.6632	0.8143
0.7412	2.3350	948	0.5523	0.6459	0.5523	0.7432
0.7412	2.3399	950	0.4301	0.7072	0.4301	0.6558
0.7412	2.3448	952	0.3816	0.7829	0.3816	0.6177
0.7412	2.3498	954	0.3892	0.7829	0.3892	0.6238
0.7412	2.3547	956	0.4365	0.7072	0.4365	0.6607
0.7412	2.3596	958	0.5863	0.6459	0.5863	0.7657
0.7412	2.3645	960	0.6955	0.4919	0.6955	0.8339
0.7412	2.3695	962	0.6435	0.4919	0.6435	0.8022
0.7412	2.3744	964	0.5043	0.6585	0.5043	0.7101
0.7412	2.3793	966	0.3985	0.7131	0.3985	0.6313
0.7412	2.3842	968	0.3736	0.6452	0.3736	0.6112
0.7412	2.3892	970	0.3801	0.6452	0.3801	0.6166
0.7412	2.3941	972	0.3915	0.5381	0.3915	0.6257
0.7412	2.3990	974	0.4336	0.6875	0.4336	0.6585
0.7412	2.4039	976	0.5117	0.4862	0.5117	0.7153
0.7412	2.4089	978	0.5559	0.5116	0.5559	0.7456
0.7412	2.4138	980	0.5433	0.4862	0.5433	0.7371
0.7412	2.4187	982	0.5369	0.5882	0.5369	0.7327
0.7412	2.4236	984	0.4962	0.6875	0.4962	0.7044
0.7412	2.4286	986	0.4327	0.6875	0.4327	0.6578
0.7412	2.4335	988	0.4050	0.6875	0.4050	0.6364
0.7412	2.4384	990	0.4388	0.6875	0.4388	0.6624
0.7412	2.4433	992	0.5477	0.6459	0.5477	0.7401
0.7412	2.4483	994	0.6301	0.5591	0.6301	0.7938
0.7412	2.4532	996	0.5857	0.6459	0.5857	0.7653
0.7412	2.4581	998	0.4576	0.6875	0.4576	0.6764
0.1683	2.4631	1000	0.3842	0.7296	0.3842	0.6199
0.1683	2.4680	1002	0.3952	0.6452	0.3952	0.6286
0.1683	2.4729	1004	0.4047	0.6452	0.4047	0.6361
0.1683	2.4778	1006	0.4202	0.6484	0.4202	0.6482
0.1683	2.4828	1008	0.4738	0.6875	0.4738	0.6884
0.1683	2.4877	1010	0.5105	0.6875	0.5105	0.7145
0.1683	2.4926	1012	0.5166	0.6875	0.5166	0.7187
0.1683	2.4975	1014	0.4658	0.6875	0.4658	0.6825
0.1683	2.5025	1016	0.4542	0.6875	0.4542	0.6740
0.1683	2.5074	1018	0.4847	0.6875	0.4847	0.6962
0.1683	2.5123	1020	0.5122	0.6875	0.5122	0.7157
0.1683	2.5172	1022	0.4840	0.6875	0.4840	0.6957
0.1683	2.5222	1024	0.4179	0.7386	0.4179	0.6464
0.1683	2.5271	1026	0.4002	0.7386	0.4002	0.6326
0.1683	2.5320	1028	0.4287	0.7386	0.4287	0.6547
0.1683	2.5369	1030	0.5019	0.6875	0.5019	0.7085
0.1683	2.5419	1032	0.5103	0.6875	0.5103	0.7143
0.1683	2.5468	1034	0.4946	0.6875	0.4946	0.7033
0.1683	2.5517	1036	0.4718	0.6875	0.4718	0.6869
0.1683	2.5567	1038	0.4412	0.6875	0.4412	0.6642
0.1683	2.5616	1040	0.4048	0.6608	0.4048	0.6362
0.1683	2.5665	1042	0.3962	0.6930	0.3962	0.6295
0.1683	2.5714	1044	0.4194	0.6547	0.4194	0.6476
0.1683	2.5764	1046	0.4358	0.6698	0.4358	0.6601
0.1683	2.5813	1048	0.4241	0.6207	0.4241	0.6512
0.1683	2.5862	1050	0.4250	0.6385	0.4250	0.6519
0.1683	2.5911	1052	0.4732	0.6875	0.4732	0.6879
0.1683	2.5961	1054	0.4797	0.6875	0.4797	0.6926
0.1683	2.6010	1056	0.4374	0.6875	0.4374	0.6613
0.1683	2.6059	1058	0.3951	0.7449	0.3951	0.6285
0.1683	2.6108	1060	0.3910	0.776	0.3910	0.6253
0.1683	2.6158	1062	0.4024	0.776	0.4024	0.6343
0.1683	2.6207	1064	0.4192	0.776	0.4192	0.6475
0.1683	2.6256	1066	0.4366	0.6744	0.4366	0.6608
0.1683	2.6305	1068	0.4365	0.7296	0.4365	0.6607
0.1683	2.6355	1070	0.4393	0.6557	0.4393	0.6628
0.1683	2.6404	1072	0.4395	0.6557	0.4395	0.6630
0.1683	2.6453	1074	0.4308	0.7296	0.4308	0.6564
0.1683	2.6502	1076	0.4257	0.7296	0.4257	0.6524
0.1683	2.6552	1078	0.4403	0.6224	0.4403	0.6635
0.1683	2.6601	1080	0.4453	0.6875	0.4453	0.6673
0.1683	2.6650	1082	0.4433	0.6875	0.4433	0.6658
0.1683	2.6700	1084	0.4311	0.6875	0.4311	0.6566
0.1683	2.6749	1086	0.4354	0.6875	0.4354	0.6598
0.1683	2.6798	1088	0.4473	0.6875	0.4473	0.6688
0.1683	2.6847	1090	0.4905	0.6016	0.4905	0.7004
0.1683	2.6897	1092	0.5296	0.6459	0.5296	0.7278
0.1683	2.6946	1094	0.4871	0.6723	0.4871	0.6979
0.1683	2.6995	1096	0.4402	0.6385	0.4402	0.6635
0.1683	2.7044	1098	0.4472	0.6875	0.4472	0.6687
0.1683	2.7094	1100	0.4566	0.6875	0.4566	0.6757
0.1683	2.7143	1102	0.4816	0.6723	0.4816	0.6940
0.1683	2.7192	1104	0.5489	0.6459	0.5489	0.7408
0.1683	2.7241	1106	0.5494	0.6459	0.5494	0.7412
0.1683	2.7291	1108	0.4826	0.6875	0.4826	0.6947
0.1683	2.7340	1110	0.4495	0.6875	0.4495	0.6704
0.1683	2.7389	1112	0.4216	0.6385	0.4216	0.6493
0.1683	2.7438	1114	0.4099	0.6484	0.4099	0.6402
0.1683	2.7488	1116	0.4206	0.6957	0.4206	0.6485
0.1683	2.7537	1118	0.4376	0.7386	0.4376	0.6615
0.1683	2.7586	1120	0.4396	0.7386	0.4396	0.6630
0.1683	2.7635	1122	0.4383	0.7386	0.4383	0.6620
0.1683	2.7685	1124	0.4872	0.6934	0.4872	0.6980
0.1683	2.7734	1126	0.4998	0.6934	0.4998	0.7069
0.1683	2.7783	1128	0.4784	0.6934	0.4784	0.6917
0.1683	2.7833	1130	0.4458	0.7386	0.4458	0.6677
0.1683	2.7882	1132	0.4325	0.6875	0.4325	0.6576
0.1683	2.7931	1134	0.4645	0.6875	0.4645	0.6816
0.1683	2.7980	1136	0.5424	0.6459	0.5424	0.7365
0.1683	2.8030	1138	0.5473	0.6459	0.5473	0.7398
0.1683	2.8079	1140	0.4795	0.6459	0.4795	0.6925
0.1683	2.8128	1142	0.4275	0.7386	0.4275	0.6538
0.1683	2.8177	1144	0.4243	0.7449	0.4243	0.6514
0.1683	2.8227	1146	0.4346	0.7287	0.4346	0.6593
0.1683	2.8276	1148	0.4713	0.7605	0.4713	0.6865
0.1683	2.8325	1150	0.5675	0.6525	0.5675	0.7533
0.1683	2.8374	1152	0.6625	0.6038	0.6625	0.8140
0.1683	2.8424	1154	0.6906	0.6038	0.6906	0.8310
0.1683	2.8473	1156	0.6309	0.6343	0.6309	0.7943
0.1683	2.8522	1158	0.5685	0.6459	0.5685	0.7540
0.1683	2.8571	1160	0.4947	0.6459	0.4947	0.7034
0.1683	2.8621	1162	0.4451	0.7059	0.4451	0.6672
0.1683	2.8670	1164	0.4380	0.7059	0.4380	0.6618
0.1683	2.8719	1166	0.4332	0.7059	0.4332	0.6582
0.1683	2.8768	1168	0.4466	0.6723	0.4466	0.6682
0.1683	2.8818	1170	0.4750	0.6459	0.4750	0.6892
0.1683	2.8867	1172	0.4721	0.6459	0.4721	0.6871
0.1683	2.8916	1174	0.4574	0.6723	0.4574	0.6763
0.1683	2.8966	1176	0.4460	0.6723	0.4460	0.6679
0.1683	2.9015	1178	0.4400	0.6723	0.4400	0.6633
0.1683	2.9064	1180	0.4390	0.6723	0.4390	0.6625
0.1683	2.9113	1182	0.4419	0.6875	0.4419	0.6648
0.1683	2.9163	1184	0.4369	0.7123	0.4369	0.6610
0.1683	2.9212	1186	0.4413	0.6847	0.4413	0.6643
0.1683	2.9261	1188	0.4611	0.6875	0.4611	0.6791
0.1683	2.9310	1190	0.5008	0.6723	0.5008	0.7077
0.1683	2.9360	1192	0.5412	0.6723	0.5412	0.7357
0.1683	2.9409	1194	0.5611	0.6459	0.5611	0.7491
0.1683	2.9458	1196	0.5899	0.5591	0.5899	0.7680
0.1683	2.9507	1198	0.5735	0.5591	0.5735	0.7573
0.1683	2.9557	1200	0.5139	0.6723	0.5139	0.7169
0.1683	2.9606	1202	0.4539	0.6875	0.4539	0.6737
0.1683	2.9655	1204	0.4200	0.776	0.4200	0.6481
0.1683	2.9704	1206	0.4120	0.7510	0.4120	0.6419
0.1683	2.9754	1208	0.4061	0.7510	0.4061	0.6372
0.1683	2.9803	1210	0.4175	0.7131	0.4175	0.6461
0.1683	2.9852	1212	0.4643	0.6459	0.4643	0.6814
0.1683	2.9901	1214	0.4990	0.6459	0.4990	0.7064
0.1683	2.9951	1216	0.4903	0.6459	0.4903	0.7002
0.1683	3.0	1218	0.4772	0.6459	0.4772	0.6908
0.1683	3.0049	1220	0.4571	0.6459	0.4571	0.6761
0.1683	3.0099	1222	0.4546	0.6459	0.4546	0.6743
0.1683	3.0148	1224	0.4838	0.6459	0.4838	0.6956
0.1683	3.0197	1226	0.4863	0.6459	0.4863	0.6974
0.1683	3.0246	1228	0.4681	0.6459	0.4681	0.6842
0.1683	3.0296	1230	0.4325	0.6723	0.4325	0.6577
0.1683	3.0345	1232	0.4266	0.6723	0.4266	0.6531
0.1683	3.0394	1234	0.4274	0.6875	0.4274	0.6537
0.1683	3.0443	1236	0.4426	0.6875	0.4426	0.6653
0.1683	3.0493	1238	0.4733	0.6723	0.4733	0.6879
0.1683	3.0542	1240	0.4699	0.6723	0.4699	0.6855
0.1683	3.0591	1242	0.4521	0.6723	0.4521	0.6724
0.1683	3.0640	1244	0.4180	0.6875	0.4180	0.6465
0.1683	3.0690	1246	0.4064	0.6875	0.4064	0.6375
0.1683	3.0739	1248	0.3790	0.7225	0.3790	0.6157
0.1683	3.0788	1250	0.3686	0.6244	0.3686	0.6071
0.1683	3.0837	1252	0.3806	0.6385	0.3806	0.6170
0.1683	3.0887	1254	0.4079	0.6875	0.4079	0.6387
0.1683	3.0936	1256	0.4299	0.6723	0.4299	0.6557
0.1683	3.0985	1258	0.4583	0.7154	0.4583	0.6770
0.1683	3.1034	1260	0.4527	0.7154	0.4527	0.6728
0.1683	3.1084	1262	0.4057	0.6875	0.4057	0.6370
0.1683	3.1133	1264	0.3801	0.6875	0.3801	0.6165
0.1683	3.1182	1266	0.3767	0.6385	0.3767	0.6138
0.1683	3.1232	1268	0.3832	0.6875	0.3832	0.6191
0.1683	3.1281	1270	0.3996	0.7154	0.3996	0.6321
0.1683	3.1330	1272	0.4355	0.6459	0.4355	0.6599
0.1683	3.1379	1274	0.4229	0.6459	0.4229	0.6503
0.1683	3.1429	1276	0.4278	0.6934	0.4278	0.6541
0.1683	3.1478	1278	0.4307	0.6459	0.4307	0.6563
0.1683	3.1527	1280	0.4268	0.6459	0.4268	0.6533
0.1683	3.1576	1282	0.3815	0.6847	0.3815	0.6177
0.1683	3.1626	1284	0.3687	0.7009	0.3687	0.6072
0.1683	3.1675	1286	0.3762	0.6452	0.3762	0.6134
0.1683	3.1724	1288	0.3755	0.6452	0.3755	0.6128
0.1683	3.1773	1290	0.3805	0.6847	0.3805	0.6168
0.1683	3.1823	1292	0.4398	0.7154	0.4398	0.6632
0.1683	3.1872	1294	0.4954	0.6693	0.4954	0.7038
0.1683	3.1921	1296	0.4805	0.6459	0.4805	0.6932
0.1683	3.1970	1298	0.4163	0.7470	0.4163	0.6452
0.1683	3.2020	1300	0.3592	0.7364	0.3592	0.5993
0.1683	3.2069	1302	0.3357	0.7364	0.3357	0.5794
0.1683	3.2118	1304	0.3355	0.7364	0.3355	0.5792
0.1683	3.2167	1306	0.3531	0.776	0.3531	0.5942
0.1683	3.2217	1308	0.4013	0.7154	0.4013	0.6335
0.1683	3.2266	1310	0.4604	0.7407	0.4604	0.6785
0.1683	3.2315	1312	0.4804	0.6693	0.4804	0.6931
0.1683	3.2365	1314	0.4590	0.7407	0.4590	0.6775
0.1683	3.2414	1316	0.4093	0.6875	0.4093	0.6398
0.1683	3.2463	1318	0.3745	0.6759	0.3745	0.6120
0.1683	3.2512	1320	0.3611	0.6930	0.3611	0.6009
0.1683	3.2562	1322	0.3537	0.7273	0.3537	0.5947
0.1683	3.2611	1324	0.3528	0.7364	0.3528	0.5940
0.1683	3.2660	1326	0.3709	0.7705	0.3709	0.6090
0.1683	3.2709	1328	0.4112	0.7605	0.4112	0.6412
0.1683	3.2759	1330	0.4451	0.6934	0.4451	0.6672
0.1683	3.2808	1332	0.4704	0.6934	0.4704	0.6858
0.1683	3.2857	1334	0.4422	0.6934	0.4422	0.6650
0.1683	3.2906	1336	0.3968	0.7222	0.3968	0.6299
0.1683	3.2956	1338	0.3814	0.7386	0.3814	0.6176
0.1683	3.3005	1340	0.3701	0.7386	0.3701	0.6084
0.1683	3.3054	1342	0.3575	0.8016	0.3575	0.5979
0.1683	3.3103	1344	0.3607	0.8016	0.3607	0.6006
0.1683	3.3153	1346	0.3656	0.8016	0.3656	0.6046
0.1683	3.3202	1348	0.3691	0.7627	0.3691	0.6075
0.1683	3.3251	1350	0.3854	0.7386	0.3854	0.6208
0.1683	3.3300	1352	0.4378	0.7154	0.4378	0.6617
0.1683	3.3350	1354	0.4841	0.7154	0.4841	0.6958
0.1683	3.3399	1356	0.4688	0.7154	0.4688	0.6847
0.1683	3.3448	1358	0.4454	0.7605	0.4454	0.6674
0.1683	3.3498	1360	0.3907	0.7778	0.3907	0.6251
0.1683	3.3547	1362	0.3763	0.7829	0.3763	0.6134
0.1683	3.3596	1364	0.3728	0.7449	0.3728	0.6106
0.1683	3.3645	1366	0.3983	0.7605	0.3983	0.6311
0.1683	3.3695	1368	0.4173	0.7605	0.4173	0.6460
0.1683	3.3744	1370	0.4199	0.7154	0.4199	0.6480
0.1683	3.3793	1372	0.4409	0.7154	0.4409	0.6640
0.1683	3.3842	1374	0.4227	0.7154	0.4227	0.6502
0.1683	3.3892	1376	0.3781	0.7778	0.3781	0.6149
0.1683	3.3941	1378	0.3412	0.776	0.3412	0.5841
0.1683	3.3990	1380	0.3451	0.776	0.3451	0.5875
0.1683	3.4039	1382	0.3853	0.7319	0.3853	0.6207
0.1683	3.4089	1384	0.4210	0.7154	0.4210	0.6489
0.1683	3.4138	1386	0.4438	0.7154	0.4438	0.6662
0.1683	3.4187	1388	0.4388	0.7605	0.4388	0.6624
0.1683	3.4236	1390	0.3967	0.7895	0.3967	0.6299
0.1683	3.4286	1392	0.3669	0.776	0.3669	0.6057
0.1683	3.4335	1394	0.3653	0.7364	0.3653	0.6044
0.1683	3.4384	1396	0.3788	0.776	0.3788	0.6155
0.1683	3.4433	1398	0.3826	0.776	0.3826	0.6185
0.1683	3.4483	1400	0.3950	0.776	0.3950	0.6285
0.1683	3.4532	1402	0.4145	0.6957	0.4145	0.6438
0.1683	3.4581	1404	0.4138	0.776	0.4138	0.6432
0.1683	3.4631	1406	0.4308	0.7605	0.4308	0.6564
0.1683	3.4680	1408	0.4414	0.6934	0.4414	0.6643
0.1683	3.4729	1410	0.4707	0.6934	0.4707	0.6861
0.1683	3.4778	1412	0.4593	0.6934	0.4593	0.6777
0.1683	3.4828	1414	0.4393	0.6934	0.4393	0.6628
0.1683	3.4877	1416	0.4130	0.7778	0.4130	0.6426
0.1683	3.4926	1418	0.3817	0.7386	0.3817	0.6179
0.1683	3.4975	1420	0.3748	0.7034	0.3748	0.6122
0.1683	3.5025	1422	0.3845	0.7386	0.3845	0.6201
0.1683	3.5074	1424	0.4148	0.7072	0.4148	0.6441
0.1683	3.5123	1426	0.4462	0.6934	0.4462	0.6680
0.1683	3.5172	1428	0.4340	0.6934	0.4340	0.6588
0.1683	3.5222	1430	0.4242	0.6934	0.4242	0.6513
0.1683	3.5271	1432	0.3945	0.7449	0.3945	0.6281
0.1683	3.5320	1434	0.3872	0.7686	0.3872	0.6222
0.1683	3.5369	1436	0.3913	0.7686	0.3913	0.6255
0.1683	3.5419	1438	0.3987	0.7686	0.3987	0.6315
0.1683	3.5468	1440	0.4038	0.7686	0.4038	0.6355
0.1683	3.5517	1442	0.4068	0.7686	0.4068	0.6378
0.1683	3.5567	1444	0.4242	0.6957	0.4242	0.6513
0.1683	3.5616	1446	0.4639	0.6934	0.4639	0.6811
0.1683	3.5665	1448	0.4845	0.6934	0.4845	0.6960
0.1683	3.5714	1450	0.4509	0.7605	0.4509	0.6715
0.1683	3.5764	1452	0.4379	0.7386	0.4379	0.6618
0.1683	3.5813	1454	0.4524	0.7605	0.4524	0.6726
0.1683	3.5862	1456	0.4814	0.6957	0.4814	0.6938
0.1683	3.5911	1458	0.4815	0.6957	0.4815	0.6939
0.1683	3.5961	1460	0.5053	0.6957	0.5053	0.7108
0.1683	3.6010	1462	0.5182	0.6525	0.5182	0.7199
0.1683	3.6059	1464	0.4968	0.6459	0.4968	0.7049
0.1683	3.6108	1466	0.4436	0.6875	0.4436	0.6661
0.1683	3.6158	1468	0.4117	0.6484	0.4117	0.6417
0.1683	3.6207	1470	0.3991	0.6578	0.3991	0.6317
0.1683	3.6256	1472	0.4011	0.7273	0.4011	0.6334
0.1683	3.6305	1474	0.3958	0.6930	0.3958	0.6291
0.1683	3.6355	1476	0.3957	0.6484	0.3957	0.6291
0.1683	3.6404	1478	0.4178	0.7386	0.4178	0.6464
0.1683	3.6453	1480	0.4613	0.7605	0.4613	0.6792
0.1683	3.6502	1482	0.4935	0.6934	0.4935	0.7025
0.1683	3.6552	1484	0.4738	0.7605	0.4738	0.6883
0.1683	3.6601	1486	0.4194	0.7386	0.4194	0.6476
0.1683	3.6650	1488	0.3807	0.7386	0.3807	0.6170
0.1683	3.6700	1490	0.3731	0.7364	0.3731	0.6108
0.1683	3.6749	1492	0.3765	0.7131	0.3765	0.6136
0.1683	3.6798	1494	0.3994	0.7386	0.3994	0.6320
0.1683	3.6847	1496	0.4656	0.7605	0.4656	0.6823
0.1683	3.6897	1498	0.5050	0.7605	0.5050	0.7107
0.0926	3.6946	1500	0.4870	0.7605	0.4870	0.6979
0.0926	3.6995	1502	0.4443	0.7605	0.4443	0.6666
0.0926	3.7044	1504	0.4327	0.7605	0.4327	0.6578
0.0926	3.7094	1506	0.4346	0.7605	0.4346	0.6593
0.0926	3.7143	1508	0.4577	0.7605	0.4577	0.6766
0.0926	3.7192	1510	0.4630	0.7605	0.4630	0.6805
0.0926	3.7241	1512	0.4455	0.7605	0.4455	0.6675
0.0926	3.7291	1514	0.4214	0.7778	0.4214	0.6492
0.0926	3.7340	1516	0.4261	0.7778	0.4261	0.6528
0.0926	3.7389	1518	0.4619	0.7778	0.4619	0.6796
0.0926	3.7438	1520	0.4990	0.7154	0.4990	0.7064
0.0926	3.7488	1522	0.5067	0.7154	0.5067	0.7119
0.0926	3.7537	1524	0.4822	0.7778	0.4822	0.6944
0.0926	3.7586	1526	0.4778	0.7778	0.4778	0.6913
0.0926	3.7635	1528	0.4539	0.7778	0.4539	0.6737
0.0926	3.7685	1530	0.4449	0.7778	0.4449	0.6670
0.0926	3.7734	1532	0.4713	0.6934	0.4713	0.6865
0.0926	3.7783	1534	0.5628	0.6343	0.5628	0.7502
0.0926	3.7833	1536	0.6530	0.6416	0.6530	0.8081
0.0926	3.7882	1538	0.7395	0.6416	0.7395	0.8599
0.0926	3.7931	1540	0.7361	0.6416	0.7361	0.8579
0.0926	3.7980	1542	0.6251	0.6343	0.6251	0.7906
0.0926	3.8030	1544	0.5503	0.6343	0.5503	0.7418
0.0926	3.8079	1546	0.5479	0.6343	0.5479	0.7402
0.0926	3.8128	1548	0.5574	0.6343	0.5574	0.7466
0.0926	3.8177	1550	0.6258	0.6416	0.6258	0.7911
0.0926	3.8227	1552	0.6238	0.6343	0.6238	0.7898
0.0926	3.8276	1554	0.5472	0.6459	0.5472	0.7397
0.0926	3.8325	1556	0.4721	0.6459	0.4721	0.6871
0.0926	3.8374	1558	0.4265	0.6875	0.4265	0.6531
0.0926	3.8424	1560	0.3939	0.6385	0.3939	0.6276
0.0926	3.8473	1562	0.3882	0.6385	0.3882	0.6230
0.0926	3.8522	1564	0.4054	0.7386	0.4054	0.6367
0.0926	3.8571	1566	0.4210	0.6934	0.4210	0.6488
0.0926	3.8621	1568	0.4281	0.6934	0.4281	0.6543
0.0926	3.8670	1570	0.4054	0.6934	0.4054	0.6367
0.0926	3.8719	1572	0.4135	0.6934	0.4135	0.6430
0.0926	3.8768	1574	0.4421	0.6934	0.4421	0.6649
0.0926	3.8818	1576	0.4485	0.6934	0.4485	0.6697
0.0926	3.8867	1578	0.4465	0.6934	0.4465	0.6682
0.0926	3.8916	1580	0.4160	0.6934	0.4160	0.6450
0.0926	3.8966	1582	0.3932	0.7605	0.3932	0.6271
0.0926	3.9015	1584	0.3739	0.7605	0.3739	0.6115
0.0926	3.9064	1586	0.3709	0.7386	0.3709	0.6090
0.0926	3.9113	1588	0.3553	0.6957	0.3553	0.5961
0.0926	3.9163	1590	0.3488	0.6957	0.3488	0.5906
0.0926	3.9212	1592	0.3590	0.6957	0.3590	0.5991
0.0926	3.9261	1594	0.3922	0.7386	0.3922	0.6262
0.0926	3.9310	1596	0.4444	0.7605	0.4444	0.6666
0.0926	3.9360	1598	0.4606	0.6934	0.4606	0.6787
0.0926	3.9409	1600	0.4399	0.7605	0.4399	0.6633
0.0926	3.9458	1602	0.4491	0.7605	0.4491	0.6701
0.0926	3.9507	1604	0.4392	0.7605	0.4392	0.6627
0.0926	3.9557	1606	0.4546	0.7605	0.4546	0.6742
0.0926	3.9606	1608	0.4384	0.7605	0.4384	0.6621
0.0926	3.9655	1610	0.4522	0.7407	0.4522	0.6724
0.0926	3.9704	1612	0.4727	0.7407	0.4727	0.6876
0.0926	3.9754	1614	0.4712	0.7407	0.4712	0.6864
0.0926	3.9803	1616	0.4506	0.7154	0.4506	0.6713
0.0926	3.9852	1618	0.4301	0.7154	0.4301	0.6558
0.0926	3.9901	1620	0.3999	0.7319	0.3999	0.6324
0.0926	3.9951	1622	0.3829	0.7778	0.3829	0.6188
0.0926	4.0	1624	0.4029	0.7778	0.4029	0.6348
0.0926	4.0049	1626	0.4668	0.6459	0.4668	0.6832
0.0926	4.0099	1628	0.5540	0.6693	0.5540	0.7443
0.0926	4.0148	1630	0.5835	0.6693	0.5835	0.7638
0.0926	4.0197	1632	0.5222	0.6459	0.5222	0.7226
0.0926	4.0246	1634	0.4219	0.7154	0.4219	0.6495
0.0926	4.0296	1636	0.3645	0.7386	0.3645	0.6038
0.0926	4.0345	1638	0.3566	0.6957	0.3566	0.5972
0.0926	4.0394	1640	0.3772	0.7778	0.3772	0.6141
0.0926	4.0443	1642	0.4466	0.6459	0.4466	0.6683
0.0926	4.0493	1644	0.5658	0.6566	0.5658	0.7522
0.0926	4.0542	1646	0.7003	0.6621	0.7003	0.8369
0.0926	4.0591	1648	0.7161	0.6621	0.7161	0.8462
0.0926	4.0640	1650	0.6365	0.6621	0.6365	0.7978
0.0926	4.0690	1652	0.5178	0.6459	0.5178	0.7196
0.0926	4.0739	1654	0.4859	0.6459	0.4859	0.6971
0.0926	4.0788	1656	0.4446	0.7154	0.4446	0.6668
0.0926	4.0837	1658	0.4466	0.7154	0.4466	0.6683
0.0926	4.0887	1660	0.4641	0.6459	0.4641	0.6813
0.0926	4.0936	1662	0.4986	0.6459	0.4986	0.7061
0.0926	4.0985	1664	0.5322	0.6459	0.5322	0.7295
0.0926	4.1034	1666	0.5324	0.6459	0.5324	0.7296
0.0926	4.1084	1668	0.5075	0.6459	0.5075	0.7124
0.0926	4.1133	1670	0.4949	0.6459	0.4949	0.7035
0.0926	4.1182	1672	0.4979	0.6459	0.4979	0.7056
0.0926	4.1232	1674	0.4724	0.6459	0.4724	0.6873
0.0926	4.1281	1676	0.4611	0.6459	0.4611	0.6790
0.0926	4.1330	1678	0.4534	0.6459	0.4534	0.6734
0.0926	4.1379	1680	0.4428	0.6585	0.4428	0.6654
0.0926	4.1429	1682	0.4586	0.6459	0.4586	0.6772
0.0926	4.1478	1684	0.4525	0.6459	0.4525	0.6727
0.0926	4.1527	1686	0.4440	0.6459	0.4440	0.6664
0.0926	4.1576	1688	0.4039	0.7319	0.4039	0.6355
0.0926	4.1626	1690	0.3699	0.6875	0.3699	0.6082
0.0926	4.1675	1692	0.3458	0.7034	0.3458	0.5881
0.0926	4.1724	1694	0.3407	0.7364	0.3407	0.5837
0.0926	4.1773	1696	0.3460	0.7034	0.3460	0.5882
0.0926	4.1823	1698	0.3744	0.7778	0.3744	0.6119
0.0926	4.1872	1700	0.4504	0.6459	0.4504	0.6711
0.0926	4.1921	1702	0.5097	0.6459	0.5097	0.7139
0.0926	4.1970	1704	0.5099	0.6459	0.5099	0.7140
0.0926	4.2020	1706	0.4479	0.6459	0.4479	0.6693
0.0926	4.2069	1708	0.3799	0.7386	0.3799	0.6164
0.0926	4.2118	1710	0.3420	0.6957	0.3420	0.5848
0.0926	4.2167	1712	0.3390	0.6957	0.3390	0.5822
0.0926	4.2217	1714	0.3531	0.6957	0.3531	0.5943
0.0926	4.2266	1716	0.4022	0.7778	0.4022	0.6342
0.0926	4.2315	1718	0.4477	0.6585	0.4477	0.6691
0.0926	4.2365	1720	0.4895	0.6459	0.4895	0.6996
0.0926	4.2414	1722	0.4942	0.6934	0.4942	0.7030
0.0926	4.2463	1724	0.4732	0.6934	0.4732	0.6879
0.0926	4.2512	1726	0.4111	0.7072	0.4111	0.6411
0.0926	4.2562	1728	0.3798	0.7529	0.3798	0.6163
0.0926	4.2611	1730	0.3799	0.7131	0.3799	0.6164
0.0926	4.2660	1732	0.3989	0.7529	0.3989	0.6316
0.0926	4.2709	1734	0.4112	0.7319	0.4112	0.6412
0.0926	4.2759	1736	0.4365	0.7319	0.4365	0.6607
0.0926	4.2808	1738	0.4414	0.7319	0.4414	0.6644
0.0926	4.2857	1740	0.4326	0.7319	0.4326	0.6577
0.0926	4.2906	1742	0.4467	0.7319	0.4467	0.6684
0.0926	4.2956	1744	0.4634	0.6585	0.4634	0.6807
0.0926	4.3005	1746	0.4905	0.6459	0.4905	0.7004
0.0926	4.3054	1748	0.4618	0.6459	0.4618	0.6796
0.0926	4.3103	1750	0.4332	0.7319	0.4332	0.6582
0.0926	4.3153	1752	0.4376	0.7319	0.4376	0.6615
0.0926	4.3202	1754	0.4618	0.6585	0.4618	0.6796
0.0926	4.3251	1756	0.4643	0.6585	0.4643	0.6814
0.0926	4.3300	1758	0.4553	0.6585	0.4553	0.6748
0.0926	4.3350	1760	0.4319	0.7319	0.4319	0.6572
0.0926	4.3399	1762	0.4267	0.7319	0.4267	0.6532
0.0926	4.3448	1764	0.4296	0.7319	0.4296	0.6554
0.0926	4.3498	1766	0.4313	0.6585	0.4313	0.6567
0.0926	4.3547	1768	0.4213	0.7319	0.4213	0.6491
0.0926	4.3596	1770	0.4003	0.7319	0.4003	0.6327
0.0926	4.3645	1772	0.4096	0.7319	0.4096	0.6400
0.0926	4.3695	1774	0.4317	0.6585	0.4317	0.6571
0.0926	4.3744	1776	0.4813	0.6459	0.4813	0.6937
0.0926	4.3793	1778	0.6015	0.6566	0.6015	0.7756
0.0926	4.3842	1780	0.6756	0.6566	0.6756	0.8219
0.0926	4.3892	1782	0.6395	0.6566	0.6395	0.7997
0.0926	4.3941	1784	0.5941	0.6693	0.5941	0.7708
0.0926	4.3990	1786	0.5380	0.6693	0.5380	0.7335
0.0926	4.4039	1788	0.5375	0.6693	0.5375	0.7332
0.0926	4.4089	1790	0.5185	0.6693	0.5185	0.7201
0.0926	4.4138	1792	0.5045	0.6693	0.5045	0.7102
0.0926	4.4187	1794	0.4532	0.6459	0.4532	0.6732
0.0926	4.4236	1796	0.4194	0.6459	0.4194	0.6476
0.0926	4.4286	1798	0.4016	0.6459	0.4016	0.6337
0.0926	4.4335	1800	0.4183	0.6459	0.4183	0.6467
0.0926	4.4384	1802	0.4504	0.6459	0.4504	0.6711
0.0926	4.4433	1804	0.5184	0.6566	0.5184	0.7200
0.0926	4.4483	1806	0.5510	0.6566	0.5510	0.7423
0.0926	4.4532	1808	0.4954	0.6343	0.4954	0.7038
0.0926	4.4581	1810	0.4017	0.7154	0.4017	0.6338
0.0926	4.4631	1812	0.3564	0.7154	0.3564	0.5970
0.0926	4.4680	1814	0.3448	0.6875	0.3448	0.5872
0.0926	4.4729	1816	0.3498	0.7319	0.3498	0.5915
0.0926	4.4778	1818	0.3498	0.6875	0.3498	0.5915
0.0926	4.4828	1820	0.3577	0.7154	0.3577	0.5981
0.0926	4.4877	1822	0.3922	0.7154	0.3922	0.6263
0.0926	4.4926	1824	0.4364	0.6459	0.4364	0.6606
0.0926	4.4975	1826	0.4672	0.6459	0.4672	0.6835
0.0926	4.5025	1828	0.4730	0.6459	0.4730	0.6877
0.0926	4.5074	1830	0.4382	0.7154	0.4382	0.6620
0.0926	4.5123	1832	0.3724	0.7154	0.3724	0.6103
0.0926	4.5172	1834	0.3362	0.6875	0.3362	0.5799
0.0926	4.5222	1836	0.3265	0.7449	0.3265	0.5714
0.0926	4.5271	1838	0.3277	0.7705	0.3277	0.5725
0.0926	4.5320	1840	0.3318	0.7386	0.3318	0.5761
0.0926	4.5369	1842	0.3655	0.7319	0.3655	0.6046
0.0926	4.5419	1844	0.3891	0.7154	0.3891	0.6237
0.0926	4.5468	1846	0.3810	0.7319	0.3810	0.6172
0.0926	4.5517	1848	0.3794	0.7319	0.3794	0.6160
0.0926	4.5567	1850	0.3731	0.7319	0.3731	0.6108
0.0926	4.5616	1852	0.3707	0.7778	0.3707	0.6089
0.0926	4.5665	1854	0.3516	0.7386	0.3516	0.5929
0.0926	4.5714	1856	0.3459	0.7386	0.3459	0.5881
0.0926	4.5764	1858	0.3556	0.7386	0.3556	0.5963
0.0926	4.5813	1860	0.3713	0.7386	0.3713	0.6093
0.0926	4.5862	1862	0.3858	0.7778	0.3858	0.6211
0.0926	4.5911	1864	0.3818	0.7778	0.3818	0.6179
0.0926	4.5961	1866	0.3847	0.7778	0.3847	0.6202
0.0926	4.6010	1868	0.3875	0.7778	0.3875	0.6225
0.0926	4.6059	1870	0.3745	0.7319	0.3745	0.6119
0.0926	4.6108	1872	0.3886	0.7319	0.3886	0.6234
0.0926	4.6158	1874	0.3806	0.7319	0.3806	0.6169
0.0926	4.6207	1876	0.3651	0.6875	0.3651	0.6042
0.0926	4.6256	1878	0.3734	0.6875	0.3734	0.6111
0.0926	4.6305	1880	0.3851	0.6875	0.3851	0.6206
0.0926	4.6355	1882	0.3933	0.6875	0.3933	0.6271
0.0926	4.6404	1884	0.4051	0.6875	0.4051	0.6364
0.0926	4.6453	1886	0.4129	0.7319	0.4129	0.6426
0.0926	4.6502	1888	0.4060	0.7319	0.4060	0.6372
0.0926	4.6552	1890	0.3757	0.7131	0.3757	0.6130
0.0926	4.6601	1892	0.3494	0.7686	0.3494	0.5911
0.0926	4.6650	1894	0.3432	0.7686	0.3432	0.5858
0.0926	4.6700	1896	0.3512	0.7686	0.3512	0.5926
0.0926	4.6749	1898	0.3771	0.7131	0.3771	0.6141
0.0926	4.6798	1900	0.4272	0.7154	0.4272	0.6536
0.0926	4.6847	1902	0.5037	0.6459	0.5037	0.7097
0.0926	4.6897	1904	0.5470	0.6459	0.5470	0.7396
0.0926	4.6946	1906	0.5430	0.6459	0.5430	0.7369
0.0926	4.6995	1908	0.4947	0.6459	0.4947	0.7033
0.0926	4.7044	1910	0.4391	0.7154	0.4391	0.6626
0.0926	4.7094	1912	0.4209	0.6875	0.4209	0.6488
0.0926	4.7143	1914	0.4151	0.6875	0.4151	0.6443
0.0926	4.7192	1916	0.4145	0.7605	0.4145	0.6438
0.0926	4.7241	1918	0.4335	0.7605	0.4335	0.6584
0.0926	4.7291	1920	0.4426	0.6934	0.4426	0.6653
0.0926	4.7340	1922	0.4383	0.6934	0.4383	0.6621
0.0926	4.7389	1924	0.4553	0.6459	0.4553	0.6748
0.0926	4.7438	1926	0.4459	0.6459	0.4459	0.6678
0.0926	4.7488	1928	0.4336	0.7154	0.4336	0.6585
0.0926	4.7537	1930	0.4160	0.7154	0.4160	0.6449
0.0926	4.7586	1932	0.3952	0.7778	0.3952	0.6287
0.0926	4.7635	1934	0.3803	0.7778	0.3803	0.6167
0.0926	4.7685	1936	0.4012	0.7319	0.4012	0.6334
0.0926	4.7734	1938	0.4145	0.7154	0.4145	0.6438
0.0926	4.7783	1940	0.4220	0.7154	0.4220	0.6496
0.0926	4.7833	1942	0.4398	0.6459	0.4398	0.6632
0.0926	4.7882	1944	0.4386	0.6459	0.4386	0.6623
0.0926	4.7931	1946	0.4659	0.6343	0.4659	0.6826
0.0926	4.7980	1948	0.4659	0.6343	0.4659	0.6825
0.0926	4.8030	1950	0.4449	0.6459	0.4449	0.6670
0.0926	4.8079	1952	0.4304	0.6934	0.4304	0.6561
0.0926	4.8128	1954	0.4192	0.7605	0.4192	0.6475
0.0926	4.8177	1956	0.3973	0.7605	0.3973	0.6303
0.0926	4.8227	1958	0.3648	0.7386	0.3648	0.6040
0.0926	4.8276	1960	0.3438	0.7386	0.3438	0.5863
0.0926	4.8325	1962	0.3461	0.7386	0.3461	0.5883
0.0926	4.8374	1964	0.3739	0.7386	0.3739	0.6114
0.0926	4.8424	1966	0.4162	0.7605	0.4162	0.6452
0.0926	4.8473	1968	0.4496	0.7605	0.4496	0.6705
0.0926	4.8522	1970	0.4631	0.7605	0.4631	0.6805
0.0926	4.8571	1972	0.4505	0.7605	0.4505	0.6712
0.0926	4.8621	1974	0.4277	0.7605	0.4277	0.6540
0.0926	4.8670	1976	0.4304	0.7605	0.4304	0.6561
0.0926	4.8719	1978	0.4677	0.6934	0.4677	0.6839
0.0926	4.8768	1980	0.4943	0.6934	0.4943	0.7030
0.0926	4.8818	1982	0.4751	0.6934	0.4751	0.6893
0.0926	4.8867	1984	0.4482	0.7605	0.4482	0.6695
0.0926	4.8916	1986	0.4514	0.7605	0.4514	0.6719
0.0926	4.8966	1988	0.4709	0.7605	0.4709	0.6862
0.0926	4.9015	1990	0.4717	0.7605	0.4717	0.6868
0.0926	4.9064	1992	0.4962	0.6459	0.4962	0.7044
0.0926	4.9113	1994	0.4867	0.7154	0.4867	0.6976
0.0926	4.9163	1996	0.4362	0.6875	0.4362	0.6604
0.0926	4.9212	1998	0.3978	0.7386	0.3978	0.6307
0.07	4.9261	2000	0.3706	0.7386	0.3706	0.6088
0.07	4.9310	2002	0.3758	0.7386	0.3758	0.6130
0.07	4.9360	2004	0.4021	0.7386	0.4021	0.6341
0.07	4.9409	2006	0.4440	0.7605	0.4440	0.6663
0.07	4.9458	2008	0.5212	0.6934	0.5212	0.7219
0.07	4.9507	2010	0.5697	0.6839	0.5697	0.7548
0.07	4.9557	2012	0.5799	0.6839	0.5799	0.7615
0.07	4.9606	2014	0.5402	0.6839	0.5402	0.7350
0.07	4.9655	2016	0.4689	0.6934	0.4689	0.6848
0.07	4.9704	2018	0.4372	0.6934	0.4372	0.6612
0.07	4.9754	2020	0.4268	0.6934	0.4268	0.6533
0.07	4.9803	2022	0.4189	0.6934	0.4189	0.6472
0.07	4.9852	2024	0.4295	0.6934	0.4295	0.6553
0.07	4.9901	2026	0.4672	0.6934	0.4672	0.6835
0.07	4.9951	2028	0.4569	0.6934	0.4569	0.6760
0.07	5.0	2030	0.4298	0.7605	0.4298	0.6556
0.07	5.0049	2032	0.3990	0.7386	0.3990	0.6316
0.07	5.0099	2034	0.3823	0.7386	0.3823	0.6183
0.07	5.0148	2036	0.3847	0.7386	0.3847	0.6203
0.07	5.0197	2038	0.4002	0.6875	0.4002	0.6326
0.07	5.0246	2040	0.4113	0.7149	0.4113	0.6414
0.07	5.0296	2042	0.4282	0.7149	0.4282	0.6544
0.07	5.0345	2044	0.4485	0.6983	0.4485	0.6697
0.07	5.0394	2046	0.4533	0.7407	0.4533	0.6733
0.07	5.0443	2048	0.4282	0.7605	0.4282	0.6544
0.07	5.0493	2050	0.4014	0.7222	0.4014	0.6336
0.07	5.0542	2052	0.4195	0.6934	0.4195	0.6477
0.07	5.0591	2054	0.4335	0.6934	0.4335	0.6584
0.07	5.0640	2056	0.4708	0.6934	0.4708	0.6861
0.07	5.0690	2058	0.5031	0.6807	0.5031	0.7093
0.07	5.0739	2060	0.5288	0.6807	0.5288	0.7272
0.07	5.0788	2062	0.5637	0.6807	0.5637	0.7508
0.07	5.0837	2064	0.5825	0.6807	0.5825	0.7632
0.07	5.0887	2066	0.5874	0.6807	0.5874	0.7664
0.07	5.0936	2068	0.5564	0.6807	0.5564	0.7460
0.07	5.0985	2070	0.5236	0.6934	0.5236	0.7236
0.07	5.1034	2072	0.5198	0.6934	0.5198	0.7210
0.07	5.1084	2074	0.5369	0.6934	0.5369	0.7327
0.07	5.1133	2076	0.5155	0.6459	0.5155	0.7180
0.07	5.1182	2078	0.4835	0.6934	0.4835	0.6953
0.07	5.1232	2080	0.4445	0.6934	0.4445	0.6667
0.07	5.1281	2082	0.4327	0.6934	0.4327	0.6578
0.07	5.1330	2084	0.4317	0.6934	0.4317	0.6570
0.07	5.1379	2086	0.4441	0.6459	0.4441	0.6664
0.07	5.1429	2088	0.4419	0.6459	0.4419	0.6648
0.07	5.1478	2090	0.4672	0.6459	0.4672	0.6835
0.07	5.1527	2092	0.5234	0.6693	0.5234	0.7234
0.07	5.1576	2094	0.5788	0.6693	0.5788	0.7608
0.07	5.1626	2096	0.5608	0.6693	0.5608	0.7489
0.07	5.1675	2098	0.5028	0.6693	0.5028	0.7091
0.07	5.1724	2100	0.4420	0.6693	0.4420	0.6648
0.07	5.1773	2102	0.4084	0.6128	0.4084	0.6391
0.07	5.1823	2104	0.3882	0.6875	0.3882	0.6231
0.07	5.1872	2106	0.3740	0.6875	0.3740	0.6116
0.07	5.1921	2108	0.3633	0.7386	0.3633	0.6027
0.07	5.1970	2110	0.3777	0.7386	0.3777	0.6146
0.07	5.2020	2112	0.4071	0.6693	0.4071	0.6380
0.07	5.2069	2114	0.4343	0.6693	0.4343	0.6590
0.07	5.2118	2116	0.4554	0.6693	0.4554	0.6748
0.07	5.2167	2118	0.4871	0.6693	0.4871	0.6979
0.07	5.2217	2120	0.4904	0.6693	0.4904	0.7003
0.07	5.2266	2122	0.4719	0.6934	0.4719	0.6869
0.07	5.2315	2124	0.4512	0.6934	0.4512	0.6717
0.07	5.2365	2126	0.4448	0.6934	0.4448	0.6669
0.07	5.2414	2128	0.4635	0.6934	0.4635	0.6808
0.07	5.2463	2130	0.4651	0.6934	0.4651	0.6820
0.07	5.2512	2132	0.4976	0.7159	0.4976	0.7054
0.07	5.2562	2134	0.5110	0.7159	0.5110	0.7148
0.07	5.2611	2136	0.5285	0.6693	0.5285	0.7270
0.07	5.2660	2138	0.5123	0.6693	0.5123	0.7157
0.07	5.2709	2140	0.4671	0.7407	0.4671	0.6835
0.07	5.2759	2142	0.4304	0.7407	0.4304	0.6561
0.07	5.2808	2144	0.4098	0.7154	0.4098	0.6402
0.07	5.2857	2146	0.4067	0.7154	0.4067	0.6377
0.07	5.2906	2148	0.4179	0.7154	0.4179	0.6465
0.07	5.2956	2150	0.4519	0.6459	0.4519	0.6722
0.07	5.3005	2152	0.4891	0.6693	0.4891	0.6994
0.07	5.3054	2154	0.4918	0.6934	0.4918	0.7013
0.07	5.3103	2156	0.4797	0.6934	0.4797	0.6926
0.07	5.3153	2158	0.4548	0.6934	0.4548	0.6744
0.07	5.3202	2160	0.4633	0.6934	0.4633	0.6807
0.07	5.3251	2162	0.4715	0.6934	0.4715	0.6866
0.07	5.3300	2164	0.4913	0.6957	0.4913	0.7009
0.07	5.3350	2166	0.5207	0.6957	0.5207	0.7216
0.07	5.3399	2168	0.5781	0.7036	0.5781	0.7604
0.07	5.3448	2170	0.5974	0.7036	0.5974	0.7729
0.07	5.3498	2172	0.5871	0.7021	0.5871	0.7662
0.07	5.3547	2174	0.5543	0.7021	0.5543	0.7445
0.07	5.3596	2176	0.4749	0.7159	0.4749	0.6891
0.07	5.3645	2178	0.4006	0.7159	0.4006	0.6330
0.07	5.3695	2180	0.3676	0.7605	0.3676	0.6063
0.07	5.3744	2182	0.3663	0.7778	0.3663	0.6052
0.07	5.3793	2184	0.3950	0.7605	0.3950	0.6285
0.07	5.3842	2186	0.4340	0.7605	0.4340	0.6588
0.07	5.3892	2188	0.4613	0.6934	0.4613	0.6792
0.07	5.3941	2190	0.5208	0.7036	0.5208	0.7217
0.07	5.3990	2192	0.5643	0.7036	0.5643	0.7512
0.07	5.4039	2194	0.5723	0.7036	0.5723	0.7565
0.07	5.4089	2196	0.5396	0.6839	0.5396	0.7345
0.07	5.4138	2198	0.5036	0.6839	0.5036	0.7096
0.07	5.4187	2200	0.4757	0.6934	0.4757	0.6897
0.07	5.4236	2202	0.4539	0.6934	0.4539	0.6737
0.07	5.4286	2204	0.4440	0.6934	0.4440	0.6663
0.07	5.4335	2206	0.4497	0.6934	0.4497	0.6706
0.07	5.4384	2208	0.4700	0.6957	0.4700	0.6856
0.07	5.4433	2210	0.4998	0.6839	0.4998	0.7070
0.07	5.4483	2212	0.5068	0.6839	0.5068	0.7119
0.07	5.4532	2214	0.5190	0.6839	0.5190	0.7204
0.07	5.4581	2216	0.5415	0.7036	0.5415	0.7359
0.07	5.4631	2218	0.5683	0.7036	0.5683	0.7539
0.07	5.4680	2220	0.5492	0.7036	0.5492	0.7411
0.07	5.4729	2222	0.4946	0.6957	0.4946	0.7033
0.07	5.4778	2224	0.4622	0.6934	0.4622	0.6798
0.07	5.4828	2226	0.4666	0.6934	0.4666	0.6831
0.07	5.4877	2228	0.4984	0.6459	0.4984	0.7060
0.07	5.4926	2230	0.5033	0.6459	0.5033	0.7094
0.07	5.4975	2232	0.5206	0.6459	0.5206	0.7215
0.07	5.5025	2234	0.5122	0.6459	0.5122	0.7157
0.07	5.5074	2236	0.4849	0.6459	0.4849	0.6964
0.07	5.5123	2238	0.4690	0.6459	0.4690	0.6849
0.07	5.5172	2240	0.4261	0.6459	0.4261	0.6528
0.07	5.5222	2242	0.3908	0.7386	0.3908	0.6252
0.07	5.5271	2244	0.3562	0.7386	0.3562	0.5968
0.07	5.5320	2246	0.3391	0.7296	0.3391	0.5823
0.07	5.5369	2248	0.3455	0.7386	0.3455	0.5878
0.07	5.5419	2250	0.3705	0.7386	0.3705	0.6087
0.07	5.5468	2252	0.4262	0.6459	0.4262	0.6528
0.07	5.5517	2254	0.4853	0.6693	0.4853	0.6966
0.07	5.5567	2256	0.5553	0.6693	0.5553	0.7452
0.07	5.5616	2258	0.5689	0.6738	0.5689	0.7543
0.07	5.5665	2260	0.5270	0.6693	0.5270	0.7259
0.07	5.5714	2262	0.4553	0.6693	0.4553	0.6748
0.07	5.5764	2264	0.4004	0.6934	0.4004	0.6328
0.07	5.5813	2266	0.3553	0.7386	0.3553	0.5961
0.07	5.5862	2268	0.3252	0.7296	0.3252	0.5703
0.07	5.5911	2270	0.3226	0.7296	0.3226	0.5679
0.07	5.5961	2272	0.3426	0.7386	0.3426	0.5853
0.07	5.6010	2274	0.3751	0.7778	0.3751	0.6125
0.07	5.6059	2276	0.4128	0.7159	0.4128	0.6425
0.07	5.6108	2278	0.4616	0.7162	0.4616	0.6794
0.07	5.6158	2280	0.5199	0.7162	0.5199	0.7210
0.07	5.6207	2282	0.5232	0.7036	0.5232	0.7233
0.07	5.6256	2284	0.4838	0.7162	0.4838	0.6955
0.07	5.6305	2286	0.4507	0.7162	0.4507	0.6714
0.07	5.6355	2288	0.4316	0.7159	0.4316	0.6569
0.07	5.6404	2290	0.3991	0.6934	0.3991	0.6317
0.07	5.6453	2292	0.3732	0.7220	0.3732	0.6109
0.07	5.6502	2294	0.3696	0.7220	0.3696	0.6080
0.07	5.6552	2296	0.3792	0.7220	0.3792	0.6158
0.07	5.6601	2298	0.4058	0.6934	0.4058	0.6370
0.07	5.6650	2300	0.4457	0.6693	0.4457	0.6676
0.07	5.6700	2302	0.4850	0.6738	0.4850	0.6964
0.07	5.6749	2304	0.4712	0.6738	0.4712	0.6865
0.07	5.6798	2306	0.4280	0.6934	0.4280	0.6542
0.07	5.6847	2308	0.3772	0.8078	0.3772	0.6142
0.07	5.6897	2310	0.3542	0.8123	0.3542	0.5951
0.07	5.6946	2312	0.3520	0.8123	0.3520	0.5933
0.07	5.6995	2314	0.3714	0.7778	0.3714	0.6094
0.07	5.7044	2316	0.3766	0.7778	0.3766	0.6137
0.07	5.7094	2318	0.3757	0.7778	0.3757	0.6130
0.07	5.7143	2320	0.3680	0.7778	0.3680	0.6067
0.07	5.7192	2322	0.3837	0.7778	0.3837	0.6195
0.07	5.7241	2324	0.4017	0.8032	0.4017	0.6338
0.07	5.7291	2326	0.4465	0.7162	0.4465	0.6682
0.07	5.7340	2328	0.5014	0.7162	0.5014	0.7081
0.07	5.7389	2330	0.5279	0.6763	0.5279	0.7265
0.07	5.7438	2332	0.5064	0.7162	0.5064	0.7116
0.07	5.7488	2334	0.4768	0.6957	0.4768	0.6905
0.07	5.7537	2336	0.4609	0.6957	0.4609	0.6789
0.07	5.7586	2338	0.4751	0.7162	0.4751	0.6893
0.07	5.7635	2340	0.4929	0.7162	0.4929	0.7021
0.07	5.7685	2342	0.4816	0.7162	0.4816	0.6940
0.07	5.7734	2344	0.4346	0.7159	0.4346	0.6592
0.07	5.7783	2346	0.3719	0.7778	0.3719	0.6099
0.07	5.7833	2348	0.3378	0.7296	0.3378	0.5812
0.07	5.7882	2350	0.3341	0.7296	0.3341	0.5780
0.07	5.7931	2352	0.3538	0.7386	0.3538	0.5948
0.07	5.7980	2354	0.3721	0.7647	0.3721	0.6100
0.07	5.8030	2356	0.3685	0.7647	0.3685	0.6070
0.07	5.8079	2358	0.3512	0.7386	0.3512	0.5927
0.07	5.8128	2360	0.3574	0.7386	0.3574	0.5978
0.07	5.8177	2362	0.3794	0.7647	0.3794	0.6160
0.07	5.8227	2364	0.4057	0.8032	0.4057	0.6369
0.07	5.8276	2366	0.4383	0.8032	0.4383	0.6620
0.07	5.8325	2368	0.4478	0.7159	0.4478	0.6692
0.07	5.8374	2370	0.4641	0.7159	0.4641	0.6813
0.07	5.8424	2372	0.4526	0.7159	0.4526	0.6728
0.07	5.8473	2374	0.4169	0.8032	0.4169	0.6457
0.07	5.8522	2376	0.3947	0.7778	0.3947	0.6283
0.07	5.8571	2378	0.4014	0.8032	0.4014	0.6336
0.07	5.8621	2380	0.3960	0.8032	0.3960	0.6292
0.07	5.8670	2382	0.3880	0.8032	0.3880	0.6229
0.07	5.8719	2384	0.3815	0.8032	0.3815	0.6177
0.07	5.8768	2386	0.3855	0.8032	0.3855	0.6209
0.07	5.8818	2388	0.4042	0.8032	0.4042	0.6358
0.07	5.8867	2390	0.4219	0.7159	0.4219	0.6496
0.07	5.8916	2392	0.4105	0.7159	0.4105	0.6407
0.07	5.8966	2394	0.4157	0.7159	0.4157	0.6447
0.07	5.9015	2396	0.4600	0.7159	0.4600	0.6782
0.07	5.9064	2398	0.4695	0.7159	0.4695	0.6852
0.07	5.9113	2400	0.4678	0.6693	0.4678	0.6840
0.07	5.9163	2402	0.4819	0.6693	0.4819	0.6942
0.07	5.9212	2404	0.4700	0.6693	0.4700	0.6856
0.07	5.9261	2406	0.4828	0.7407	0.4828	0.6948
0.07	5.9310	2408	0.4781	0.7407	0.4781	0.6915
0.07	5.9360	2410	0.4454	0.7407	0.4454	0.6674
0.07	5.9409	2412	0.4261	0.7586	0.4261	0.6527
0.07	5.9458	2414	0.3931	0.7586	0.3931	0.6270
0.07	5.9507	2416	0.3654	0.7149	0.3654	0.6045
0.07	5.9557	2418	0.3521	0.6385	0.3521	0.5934
0.07	5.9606	2420	0.3543	0.6385	0.3543	0.5952
0.07	5.9655	2422	0.3673	0.6875	0.3673	0.6061
0.07	5.9704	2424	0.3952	0.7586	0.3952	0.6287
0.07	5.9754	2426	0.4516	0.7407	0.4516	0.6720
0.07	5.9803	2428	0.4922	0.6693	0.4922	0.7016
0.07	5.9852	2430	0.5267	0.6738	0.5267	0.7257
0.07	5.9901	2432	0.5257	0.6738	0.5257	0.7250
0.07	5.9951	2434	0.4705	0.7159	0.4705	0.6859
0.07	6.0	2436	0.4101	0.7778	0.4101	0.6404
0.07	6.0049	2438	0.3746	0.7778	0.3746	0.6120
0.07	6.0099	2440	0.3643	0.7386	0.3643	0.6036
0.07	6.0148	2442	0.3669	0.7386	0.3669	0.6057
0.07	6.0197	2444	0.3882	0.7386	0.3882	0.6230
0.07	6.0246	2446	0.4330	0.8032	0.4330	0.6581
0.07	6.0296	2448	0.4593	0.8032	0.4593	0.6777
0.07	6.0345	2450	0.4643	0.7586	0.4643	0.6814
0.07	6.0394	2452	0.4627	0.7586	0.4627	0.6802
0.07	6.0443	2454	0.4448	0.8032	0.4448	0.6669
0.07	6.0493	2456	0.4161	0.7386	0.4161	0.6450
0.07	6.0542	2458	0.3928	0.7386	0.3928	0.6268
0.07	6.0591	2460	0.3958	0.7386	0.3958	0.6291
0.07	6.0640	2462	0.4028	0.7386	0.4028	0.6347
0.07	6.0690	2464	0.4236	0.7778	0.4236	0.6509
0.07	6.0739	2466	0.4298	0.7778	0.4298	0.6556
0.07	6.0788	2468	0.4338	0.7605	0.4338	0.6587
0.07	6.0837	2470	0.4269	0.7778	0.4269	0.6534

The model card is truncated. Read the rest on Hugging Face.

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 28, 2024
Updated: Nov 28, 2024