ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k50_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k50_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k50_task1_organization 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: Dec 1, 2024
Updated: Dec 1, 2024
SHA: 2e2c7f51

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k50_task1_organization

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: 0.9779
Qwk: 0.4328
Mse: 0.9779
Rmse: 0.9889

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	0.0098	2	5.0403	-0.0659	5.0403	2.2451
No log	0.0196	4	2.7569	0.0196	2.7569	1.6604
No log	0.0294	6	2.2498	-0.0376	2.2498	1.4999
No log	0.0392	8	1.7911	0.0357	1.7911	1.3383
No log	0.0490	10	1.4208	0.0509	1.4208	1.1920
No log	0.0588	12	1.3906	0.0054	1.3906	1.1792
No log	0.0686	14	1.3395	0.0054	1.3395	1.1574
No log	0.0784	16	1.2894	0.0440	1.2894	1.1355
No log	0.0882	18	1.2779	0.1129	1.2779	1.1304
No log	0.0980	20	1.3301	0.0845	1.3301	1.1533
No log	0.1078	22	1.5248	0.1562	1.5248	1.2348
No log	0.1176	24	1.5122	0.1454	1.5122	1.2297
No log	0.1275	26	1.2709	0.2031	1.2709	1.1273
No log	0.1373	28	1.1434	0.2330	1.1434	1.0693
No log	0.1471	30	1.1530	0.1711	1.1530	1.0738
No log	0.1569	32	1.1988	0.2639	1.1988	1.0949
No log	0.1667	34	1.3381	-0.0522	1.3381	1.1568
No log	0.1765	36	1.4530	0.0502	1.4530	1.2054
No log	0.1863	38	1.5271	0.0970	1.5271	1.2358
No log	0.1961	40	1.5846	0.1117	1.5846	1.2588
No log	0.2059	42	1.5496	0.1727	1.5496	1.2448
No log	0.2157	44	1.3583	0.2973	1.3583	1.1655
No log	0.2255	46	1.1413	0.3664	1.1413	1.0683
No log	0.2353	48	1.1418	0.4042	1.1418	1.0685
No log	0.2451	50	1.0436	0.4	1.0436	1.0215
No log	0.2549	52	1.0107	0.3901	1.0107	1.0054
No log	0.2647	54	1.0674	0.3901	1.0674	1.0331
No log	0.2745	56	1.0415	0.3498	1.0415	1.0205
No log	0.2843	58	0.9907	0.3498	0.9907	0.9954
No log	0.2941	60	1.0908	0.3745	1.0908	1.0444
No log	0.3039	62	1.1626	0.1927	1.1626	1.0782
No log	0.3137	64	0.8687	0.3793	0.8687	0.9321
No log	0.3235	66	0.8017	0.4852	0.8017	0.8954
No log	0.3333	68	0.7898	0.4248	0.7898	0.8887
No log	0.3431	70	0.7924	0.4248	0.7924	0.8902
No log	0.3529	72	0.8517	0.4160	0.8517	0.9229
No log	0.3627	74	0.9508	0.2674	0.9508	0.9751
No log	0.3725	76	0.9670	0.3473	0.9670	0.9833
No log	0.3824	78	0.9433	0.2793	0.9433	0.9713
No log	0.3922	80	0.9215	0.4145	0.9215	0.9600
No log	0.4020	82	0.9664	0.3427	0.9664	0.9831
No log	0.4118	84	0.9643	0.3233	0.9643	0.9820
No log	0.4216	86	0.9961	0.2921	0.9961	0.9980
No log	0.4314	88	0.9077	0.4022	0.9077	0.9527
No log	0.4412	90	0.8998	0.35	0.8998	0.9486
No log	0.4510	92	0.9287	0.4000	0.9287	0.9637
No log	0.4608	94	0.9638	0.3618	0.9638	0.9817
No log	0.4706	96	0.9792	0.3640	0.9792	0.9895
No log	0.4804	98	0.9970	0.3451	0.9970	0.9985
No log	0.4902	100	0.9675	0.3525	0.9675	0.9836
No log	0.5	102	1.0482	0.3064	1.0482	1.0238
No log	0.5098	104	1.2541	0.2973	1.2541	1.1199
No log	0.5196	106	1.5084	0.2456	1.5084	1.2282
No log	0.5294	108	1.3685	0.2595	1.3685	1.1698
No log	0.5392	110	1.2069	0.3020	1.2069	1.0986
No log	0.5490	112	1.1930	0.2303	1.1930	1.0922
No log	0.5588	114	1.1482	0.3111	1.1482	1.0716
No log	0.5686	116	1.1942	0.3012	1.1942	1.0928
No log	0.5784	118	1.3559	0.3394	1.3559	1.1644
No log	0.5882	120	1.6518	0.1681	1.6518	1.2852
No log	0.5980	122	1.7715	0.1711	1.7715	1.3310
No log	0.6078	124	1.4818	0.376	1.4818	1.2173
No log	0.6176	126	1.2043	0.4027	1.2043	1.0974
No log	0.6275	128	1.1670	0.4207	1.1670	1.0803
No log	0.6373	130	1.3286	0.4266	1.3286	1.1526
No log	0.6471	132	1.9830	0.2095	1.9830	1.4082
No log	0.6569	134	2.2109	0.1391	2.2109	1.4869
No log	0.6667	136	1.9792	0.1689	1.9792	1.4069
No log	0.6765	138	1.5262	0.3485	1.5262	1.2354
No log	0.6863	140	1.2406	0.3190	1.2406	1.1138
No log	0.6961	142	1.2516	0.3161	1.2516	1.1187
No log	0.7059	144	1.3814	0.2476	1.3814	1.1753
No log	0.7157	146	1.5920	0.1724	1.5920	1.2617
No log	0.7255	148	1.6714	0.1278	1.6714	1.2928
No log	0.7353	150	1.6159	0.1724	1.6159	1.2712
No log	0.7451	152	1.3406	0.2852	1.3406	1.1579
No log	0.7549	154	1.1256	0.1996	1.1256	1.0609
No log	0.7647	156	1.0447	0.2969	1.0447	1.0221
No log	0.7745	158	1.0894	0.1900	1.0894	1.0437
No log	0.7843	160	1.1805	0.1394	1.1805	1.0865
No log	0.7941	162	1.1403	0.2112	1.1403	1.0679
No log	0.8039	164	1.0211	0.3693	1.0211	1.0105
No log	0.8137	166	0.9913	0.3089	0.9913	0.9957
No log	0.8235	168	1.0498	0.3571	1.0498	1.0246
No log	0.8333	170	1.2198	0.3733	1.2198	1.1044
No log	0.8431	172	1.3854	0.4115	1.3854	1.1770
No log	0.8529	174	1.4349	0.3605	1.4349	1.1979
No log	0.8627	176	1.3332	0.3166	1.3332	1.1546
No log	0.8725	178	1.1300	0.3370	1.1300	1.0630
No log	0.8824	180	0.9561	0.1977	0.9561	0.9778
No log	0.8922	182	0.9427	0.1977	0.9427	0.9709
No log	0.9020	184	1.0381	0.2855	1.0381	1.0189
No log	0.9118	186	1.1271	0.3236	1.1271	1.0617
No log	0.9216	188	1.2079	0.3468	1.2079	1.0991
No log	0.9314	190	1.2155	0.3927	1.2155	1.1025
No log	0.9412	192	1.2012	0.3927	1.2012	1.0960
No log	0.9510	194	1.1604	0.3317	1.1604	1.0772
No log	0.9608	196	1.0990	0.4375	1.0990	1.0483
No log	0.9706	198	1.1398	0.4062	1.1398	1.0676
No log	0.9804	200	1.2513	0.3288	1.2513	1.1186
No log	0.9902	202	1.3730	0.2136	1.3730	1.1718
No log	1.0	204	1.4026	0.2476	1.4026	1.1843
No log	1.0098	206	1.3755	0.1456	1.3755	1.1728
No log	1.0196	208	1.3402	0.2025	1.3402	1.1577
No log	1.0294	210	1.2399	0.1478	1.2399	1.1135
No log	1.0392	212	1.2473	0.1954	1.2473	1.1168
No log	1.0490	214	1.2785	0.2597	1.2785	1.1307
No log	1.0588	216	1.2390	0.3221	1.2390	1.1131
No log	1.0686	218	1.1954	0.2978	1.1954	1.0933
No log	1.0784	220	1.2141	0.2129	1.2141	1.1018
No log	1.0882	222	1.2023	0.3099	1.2023	1.0965
No log	1.0980	224	1.2340	0.2933	1.2340	1.1109
No log	1.1078	226	1.3138	0.2729	1.3138	1.1462
No log	1.1176	228	1.4560	0.3115	1.4560	1.2067
No log	1.1275	230	1.4738	0.3466	1.4738	1.2140
No log	1.1373	232	1.3988	0.2908	1.3988	1.1827
No log	1.1471	234	1.3056	0.1777	1.3056	1.1426
No log	1.1569	236	1.2816	0.2597	1.2816	1.1321
No log	1.1667	238	1.3246	0.2760	1.3246	1.1509
No log	1.1765	240	1.4321	0.3466	1.4321	1.1967
No log	1.1863	242	1.4124	0.3244	1.4124	1.1884
No log	1.1961	244	1.2655	0.3289	1.2655	1.1249
No log	1.2059	246	1.0747	0.3361	1.0747	1.0367
No log	1.2157	248	1.0143	0.3368	1.0143	1.0071
No log	1.2255	250	1.0256	0.3989	1.0256	1.0127
No log	1.2353	252	1.0853	0.2993	1.0853	1.0418
No log	1.2451	254	1.2144	0.2642	1.2144	1.1020
No log	1.2549	256	1.4181	0.3193	1.4181	1.1908
No log	1.2647	258	1.4576	0.2726	1.4576	1.2073
No log	1.2745	260	1.4231	0.3017	1.4231	1.1929
No log	1.2843	262	1.3524	0.3166	1.3524	1.1629
No log	1.2941	264	1.1878	0.2760	1.1878	1.0899
No log	1.3039	266	1.0201	0.3258	1.0201	1.0100
No log	1.3137	268	1.0055	0.3258	1.0055	1.0027
No log	1.3235	270	1.1349	0.3512	1.1349	1.0653
No log	1.3333	272	1.3408	0.3522	1.3408	1.1579
No log	1.3431	274	1.4633	0.3556	1.4633	1.2097
No log	1.3529	276	1.6260	0.3010	1.6260	1.2751
No log	1.3627	278	1.5708	0.3010	1.5708	1.2533
No log	1.3725	280	1.4349	0.3182	1.4349	1.1979
No log	1.3824	282	1.2173	0.2874	1.2173	1.1033
No log	1.3922	284	1.1187	0.1877	1.1187	1.0577
No log	1.4020	286	1.0287	0.2726	1.0287	1.0142
No log	1.4118	288	1.0253	0.2731	1.0253	1.0126
No log	1.4216	290	1.0605	0.2189	1.0605	1.0298
No log	1.4314	292	1.1185	0.1134	1.1185	1.0576
No log	1.4412	294	1.1369	0.1877	1.1369	1.0662
No log	1.4510	296	1.1363	0.2983	1.1363	1.0660
No log	1.4608	298	1.2068	0.3553	1.2068	1.0986
No log	1.4706	300	1.0912	0.3982	1.0912	1.0446
No log	1.4804	302	0.9595	0.4877	0.9595	0.9795
No log	1.4902	304	0.9839	0.4877	0.9839	0.9919
No log	1.5	306	1.1003	0.3982	1.1003	1.0490
No log	1.5098	308	1.2259	0.3378	1.2259	1.1072
No log	1.5196	310	1.1183	0.3378	1.1183	1.0575
No log	1.5294	312	0.9998	0.3767	0.9998	0.9999
No log	1.5392	314	0.9342	0.3939	0.9342	0.9665
No log	1.5490	316	0.9605	0.4212	0.9605	0.9800
No log	1.5588	318	0.9634	0.4498	0.9634	0.9815
No log	1.5686	320	0.9282	0.4656	0.9282	0.9634
No log	1.5784	322	0.8120	0.5528	0.8120	0.9011
No log	1.5882	324	0.7761	0.6025	0.7761	0.8810
No log	1.5980	326	0.8224	0.5429	0.8224	0.9069
No log	1.6078	328	0.8015	0.6025	0.8015	0.8952
No log	1.6176	330	0.8316	0.5585	0.8316	0.9119
No log	1.6275	332	0.8882	0.5112	0.8882	0.9425
No log	1.6373	334	0.8390	0.5585	0.8390	0.9160
No log	1.6471	336	0.8229	0.5429	0.8229	0.9071
No log	1.6569	338	0.7747	0.6179	0.7747	0.8801
No log	1.6667	340	0.7890	0.6025	0.7890	0.8882
No log	1.6765	342	0.8334	0.4706	0.8334	0.9129
No log	1.6863	344	0.9154	0.4515	0.9154	0.9568
No log	1.6961	346	0.9106	0.4518	0.9106	0.9543
No log	1.7059	348	0.9099	0.4803	0.9099	0.9539
No log	1.7157	350	0.9394	0.4261	0.9394	0.9692
No log	1.7255	352	0.9618	0.3991	0.9618	0.9807
No log	1.7353	354	0.9416	0.3991	0.9416	0.9703
No log	1.7451	356	0.8860	0.4984	0.8860	0.9413
No log	1.7549	358	0.8201	0.5857	0.8201	0.9056
No log	1.7647	360	0.8242	0.5309	0.8242	0.9079
No log	1.7745	362	0.8375	0.5309	0.8375	0.9151
No log	1.7843	364	0.8815	0.4857	0.8815	0.9389
No log	1.7941	366	1.0111	0.4119	1.0111	1.0055
No log	1.8039	368	1.0627	0.4614	1.0627	1.0309
No log	1.8137	370	0.9667	0.5095	0.9667	0.9832
No log	1.8235	372	0.8424	0.5460	0.8424	0.9178
No log	1.8333	374	0.8336	0.5242	0.8336	0.9130
No log	1.8431	376	0.8620	0.5213	0.8620	0.9284
No log	1.8529	378	0.9669	0.4691	0.9669	0.9833
No log	1.8627	380	1.0395	0.4119	1.0395	1.0195
No log	1.8725	382	1.0958	0.3652	1.0958	1.0468
No log	1.8824	384	1.0655	0.2944	1.0655	1.0322
No log	1.8922	386	1.0207	0.2196	1.0207	1.0103
No log	1.9020	388	0.9933	0.2774	0.9933	0.9966
No log	1.9118	390	1.0002	0.3483	1.0002	1.0001
No log	1.9216	392	1.0208	0.3939	1.0208	1.0103
No log	1.9314	394	1.1198	0.3703	1.1198	1.0582
No log	1.9412	396	1.3704	0.3976	1.3704	1.1706
No log	1.9510	398	1.5625	0.3621	1.5625	1.2500
No log	1.9608	400	1.5169	0.3105	1.5169	1.2316
No log	1.9706	402	1.3330	0.3347	1.3330	1.1546
No log	1.9804	404	1.1459	0.3607	1.1459	1.0705
No log	1.9902	406	1.0822	0.4375	1.0822	1.0403
No log	2.0	408	1.0033	0.4249	1.0033	1.0016
No log	2.0098	410	0.9939	0.4246	0.9939	0.9969
No log	2.0196	412	1.0706	0.4649	1.0706	1.0347
No log	2.0294	414	1.2861	0.3727	1.2861	1.1341
No log	2.0392	416	1.3935	0.3976	1.3935	1.1805
No log	2.0490	418	1.3610	0.3976	1.3610	1.1666
No log	2.0588	420	1.2188	0.3727	1.2188	1.1040
No log	2.0686	422	1.0781	0.3841	1.0781	1.0383
No log	2.0784	424	0.9305	0.5093	0.9305	0.9646
No log	2.0882	426	0.7962	0.6203	0.7962	0.8923
No log	2.0980	428	0.7148	0.6118	0.7148	0.8455
No log	2.1078	430	0.6862	0.6118	0.6862	0.8283
No log	2.1176	432	0.7235	0.6384	0.7235	0.8506
No log	2.1275	434	0.8336	0.5449	0.8336	0.9130
No log	2.1373	436	0.8630	0.5169	0.8630	0.9290
No log	2.1471	438	0.7690	0.5676	0.7690	0.8769
No log	2.1569	440	0.7892	0.5527	0.7892	0.8884
No log	2.1667	442	0.8299	0.5650	0.8299	0.9110
No log	2.1765	444	0.8539	0.5227	0.8539	0.9241
No log	2.1863	446	0.8902	0.5227	0.8902	0.9435
No log	2.1961	448	0.9156	0.5227	0.9156	0.9569
No log	2.2059	450	0.9216	0.4675	0.9216	0.9600
No log	2.2157	452	0.9752	0.4266	0.9752	0.9875
No log	2.2255	454	1.0071	0.4125	1.0071	1.0035
No log	2.2353	456	1.0246	0.4125	1.0246	1.0122
No log	2.2451	458	1.0091	0.4266	1.0091	1.0045
No log	2.2549	460	0.8649	0.4698	0.8649	0.9300
No log	2.2647	462	0.8106	0.5641	0.8106	0.9003
No log	2.2745	464	0.7040	0.5909	0.7040	0.8390
No log	2.2843	466	0.6703	0.6143	0.6703	0.8187
No log	2.2941	468	0.6890	0.6159	0.6890	0.8300
No log	2.3039	470	0.6645	0.6384	0.6645	0.8152
No log	2.3137	472	0.6877	0.6384	0.6877	0.8293
No log	2.3235	474	0.7053	0.6384	0.7053	0.8398
No log	2.3333	476	0.6911	0.6182	0.6911	0.8313
No log	2.3431	478	0.7243	0.5947	0.7243	0.8510
No log	2.3529	480	0.7908	0.6384	0.7908	0.8893
No log	2.3627	482	0.8914	0.6	0.8914	0.9441
No log	2.3725	484	1.0450	0.4765	1.0450	1.0222
No log	2.3824	486	1.1370	0.4614	1.1370	1.0663
No log	2.3922	488	1.1034	0.4375	1.1034	1.0504
No log	2.4020	490	0.9490	0.4803	0.9490	0.9742
No log	2.4118	492	0.8896	0.5095	0.8896	0.9432
No log	2.4216	494	0.9226	0.4803	0.9226	0.9605
No log	2.4314	496	1.0478	0.4515	1.0478	1.0236
No log	2.4412	498	1.1672	0.4375	1.1672	1.0804
0.4457	2.4510	500	1.1947	0.4614	1.1947	1.0930
0.4457	2.4608	502	1.1584	0.4125	1.1584	1.0763
0.4457	2.4706	504	1.1295	0.4125	1.1295	1.0628
0.4457	2.4804	506	1.0378	0.4119	1.0378	1.0187
0.4457	2.4902	508	0.9338	0.4969	0.9338	0.9663
0.4457	2.5	510	0.9037	0.5050	0.9037	0.9506
0.4457	2.5098	512	0.9009	0.5050	0.9009	0.9492
0.4457	2.5196	514	0.9181	0.4242	0.9181	0.9582
0.4457	2.5294	516	0.9815	0.4375	0.9815	0.9907
0.4457	2.5392	518	1.0636	0.4107	1.0636	1.0313
0.4457	2.5490	520	1.0496	0.4107	1.0496	1.0245
0.4457	2.5588	522	0.9567	0.4375	0.9567	0.9781
0.4457	2.5686	524	0.9086	0.4813	0.9086	0.9532
0.4457	2.5784	526	0.8953	0.5112	0.8953	0.9462
0.4457	2.5882	528	0.8768	0.5271	0.8768	0.9364
0.4457	2.5980	530	0.9304	0.4255	0.9304	0.9646
0.4457	2.6078	532	1.0140	0.4107	1.0140	1.0070
0.4457	2.6176	534	1.0728	0.4375	1.0728	1.0358
0.4457	2.6275	536	1.0631	0.4375	1.0631	1.0311
0.4457	2.6373	538	0.9825	0.4525	0.9825	0.9912
0.4457	2.6471	540	0.8971	0.4883	0.8971	0.9471
0.4457	2.6569	542	0.9024	0.535	0.9024	0.9499
0.4457	2.6667	544	0.9660	0.4118	0.9660	0.9828
0.4457	2.6765	546	1.0702	0.3826	1.0702	1.0345
0.4457	2.6863	548	1.0757	0.3826	1.0757	1.0372
0.4457	2.6961	550	1.1147	0.4234	1.1147	1.0558
0.4457	2.7059	552	1.1146	0.4234	1.1146	1.0558
0.4457	2.7157	554	1.1148	0.4234	1.1148	1.0559
0.4457	2.7255	556	1.1063	0.3974	1.1063	1.0518
0.4457	2.7353	558	1.0454	0.4649	1.0454	1.0224
0.4457	2.7451	560	1.0396	0.3934	1.0396	1.0196
0.4457	2.7549	562	1.0382	0.3798	1.0382	1.0189
0.4457	2.7647	564	1.0665	0.3934	1.0665	1.0327
0.4457	2.7745	566	1.0625	0.3934	1.0625	1.0308
0.4457	2.7843	568	1.0156	0.4375	1.0156	1.0078
0.4457	2.7941	570	1.0163	0.4375	1.0163	1.0081
0.4457	2.8039	572	1.0269	0.4375	1.0269	1.0134
0.4457	2.8137	574	1.0767	0.3742	1.0767	1.0377
0.4457	2.8235	576	1.1257	0.4048	1.1257	1.0610
0.4457	2.8333	578	1.1788	0.3236	1.1788	1.0857
0.4457	2.8431	580	1.2581	0.3816	1.2581	1.1216
0.4457	2.8529	582	1.2902	0.3841	1.2902	1.1359
0.4457	2.8627	584	1.2174	0.4231	1.2174	1.1033
0.4457	2.8725	586	1.1082	0.4375	1.1082	1.0527
0.4457	2.8824	588	1.0476	0.3826	1.0476	1.0235
0.4457	2.8922	590	1.0904	0.3826	1.0904	1.0442
0.4457	2.9020	592	1.1615	0.3670	1.1615	1.0777
0.4457	2.9118	594	1.1856	0.2760	1.1856	1.0889
0.4457	2.9216	596	1.1415	0.2925	1.1415	1.0684
0.4457	2.9314	598	1.0644	0.3767	1.0644	1.0317
0.4457	2.9412	600	0.9773	0.3939	0.9773	0.9886
0.4457	2.9510	602	0.9344	0.3939	0.9344	0.9666
0.4457	2.9608	604	0.9417	0.3939	0.9417	0.9704
0.4457	2.9706	606	0.9932	0.3982	0.9932	0.9966
0.4457	2.9804	608	1.1367	0.4119	1.1367	1.0661
0.4457	2.9902	610	1.2557	0.4375	1.2557	1.1206
0.4457	3.0	612	1.3487	0.4375	1.3487	1.1614
0.4457	3.0098	614	1.3226	0.4375	1.3226	1.1500
0.4457	3.0196	616	1.2897	0.4125	1.2897	1.1357
0.4457	3.0294	618	1.2961	0.4125	1.2961	1.1384
0.4457	3.0392	620	1.2337	0.3839	1.2337	1.1107
0.4457	3.0490	622	1.1387	0.3191	1.1387	1.0671
0.4457	3.0588	624	1.0414	0.3125	1.0414	1.0205
0.4457	3.0686	626	1.0091	0.3483	1.0091	1.0046
0.4457	3.0784	628	1.0381	0.3767	1.0381	1.0189
0.4457	3.0882	630	1.1568	0.3826	1.1568	1.0755
0.4457	3.0980	632	1.3548	0.4237	1.3548	1.1639
0.4457	3.1078	634	1.5141	0.3976	1.5141	1.2305
0.4457	3.1176	636	1.5917	0.3985	1.5917	1.2616
0.4457	3.1275	638	1.5628	0.3985	1.5628	1.2501
0.4457	3.1373	640	1.4343	0.3712	1.4343	1.1976
0.4457	3.1471	642	1.2994	0.3983	1.2994	1.1399
0.4457	3.1569	644	1.2281	0.3965	1.2281	1.1082
0.4457	3.1667	646	1.1805	0.4113	1.1805	1.0865
0.4457	3.1765	648	1.1713	0.4113	1.1713	1.0823
0.4457	3.1863	650	1.2324	0.4237	1.2324	1.1102
0.4457	3.1961	652	1.3457	0.4480	1.3457	1.1600
0.4457	3.2059	654	1.4025	0.4110	1.4025	1.1843
0.4457	3.2157	656	1.3810	0.4110	1.3810	1.1751
0.4457	3.2255	658	1.3142	0.4104	1.3142	1.1464
0.4457	3.2353	660	1.1706	0.3974	1.1706	1.0820
0.4457	3.2451	662	1.0528	0.4261	1.0528	1.0261
0.4457	3.2549	664	0.9630	0.4562	0.9630	0.9813
0.4457	3.2647	666	0.9476	0.5124	0.9476	0.9734
0.4457	3.2745	668	0.9858	0.4136	0.9858	0.9929
0.4457	3.2843	670	1.0334	0.3982	1.0334	1.0166
0.4457	3.2941	672	1.0722	0.4255	1.0722	1.0355
0.4457	3.3039	674	1.1035	0.4101	1.1035	1.0505
0.4457	3.3137	676	1.1220	0.3945	1.1220	1.0592
0.4457	3.3235	678	1.1583	0.3945	1.1583	1.0762
0.4457	3.3333	680	1.1455	0.3934	1.1455	1.0703
0.4457	3.3431	682	1.0762	0.4502	1.0762	1.0374
0.4457	3.3529	684	1.0602	0.4502	1.0602	1.0297
0.4457	3.3627	686	1.0607	0.4502	1.0607	1.0299
0.4457	3.3725	688	1.0388	0.4663	1.0388	1.0192
0.4457	3.3824	690	1.0253	0.4252	1.0253	1.0126
0.4457	3.3922	692	1.0574	0.4252	1.0574	1.0283
0.4457	3.4020	694	1.1152	0.3934	1.1152	1.0560
0.4457	3.4118	696	1.1951	0.3852	1.1951	1.0932
0.4457	3.4216	698	1.2193	0.3852	1.2193	1.1042
0.4457	3.4314	700	1.1967	0.3934	1.1967	1.0939
0.4457	3.4412	702	1.2061	0.3491	1.2061	1.0982
0.4457	3.4510	704	1.2375	0.3491	1.2375	1.1124
0.4457	3.4608	706	1.2639	0.3649	1.2639	1.1242
0.4457	3.4706	708	1.2275	0.3802	1.2275	1.1079
0.4457	3.4804	710	1.1235	0.3934	1.1235	1.0599
0.4457	3.4902	712	0.9601	0.4824	0.9601	0.9798
0.4457	3.5	714	0.8673	0.4281	0.8673	0.9313
0.4457	3.5098	716	0.8568	0.4281	0.8568	0.9256
0.4457	3.5196	718	0.8955	0.4111	0.8955	0.9463
0.4457	3.5294	720	0.9853	0.4663	0.9853	0.9926
0.4457	3.5392	722	1.1760	0.3354	1.1760	1.0844
0.4457	3.5490	724	1.3939	0.3968	1.3939	1.1806
0.4457	3.5588	726	1.4875	0.3976	1.4875	1.2196
0.4457	3.5686	728	1.4548	0.3976	1.4548	1.2062
0.4457	3.5784	730	1.3618	0.3976	1.3618	1.1670
0.4457	3.5882	732	1.2045	0.4125	1.2045	1.0975
0.4457	3.5980	734	1.0614	0.4661	1.0614	1.0302
0.4457	3.6078	736	0.9927	0.5056	0.9927	0.9963
0.4457	3.6176	738	0.9999	0.5056	0.9999	0.9999
0.4457	3.6275	740	1.0593	0.4655	1.0593	1.0292
0.4457	3.6373	742	1.1549	0.4655	1.1549	1.0747
0.4457	3.6471	744	1.2965	0.4125	1.2965	1.1386
0.4457	3.6569	746	1.4494	0.4110	1.4494	1.2039
0.4457	3.6667	748	1.5474	0.3976	1.5474	1.2439
0.4457	3.6765	750	1.5466	0.3753	1.5466	1.2436
0.4457	3.6863	752	1.4683	0.4110	1.4683	1.2117
0.4457	3.6961	754	1.3335	0.4104	1.3335	1.1548
0.4457	3.7059	756	1.1586	0.4375	1.1586	1.0764
0.4457	3.7157	758	1.0736	0.4266	1.0736	1.0362
0.4457	3.7255	760	1.0599	0.4258	1.0599	1.0295
0.4457	3.7353	762	1.0996	0.3533	1.0996	1.0486
0.4457	3.7451	764	1.1863	0.3589	1.1863	1.0892
0.4457	3.7549	766	1.2724	0.3852	1.2724	1.1280
0.4457	3.7647	768	1.3322	0.4104	1.3322	1.1542
0.4457	3.7745	770	1.3389	0.4104	1.3389	1.1571
0.4457	3.7843	772	1.3448	0.4104	1.3448	1.1596
0.4457	3.7941	774	1.3333	0.4104	1.3333	1.1547
0.4457	3.8039	776	1.2485	0.4092	1.2485	1.1174
0.4457	3.8137	778	1.1672	0.4092	1.1672	1.0804
0.4457	3.8235	780	1.0291	0.3491	1.0291	1.0144
0.4457	3.8333	782	0.9361	0.4375	0.9361	0.9675
0.4457	3.8431	784	0.8978	0.4715	0.8978	0.9475
0.4457	3.8529	786	0.9106	0.4242	0.9106	0.9542
0.4457	3.8627	788	0.9594	0.3510	0.9594	0.9795
0.4457	3.8725	790	1.0079	0.4101	1.0079	1.0040
0.4457	3.8824	792	1.0514	0.3955	1.0514	1.0254
0.4457	3.8922	794	1.0563	0.3945	1.0563	1.0278
0.4457	3.9020	796	1.0271	0.3344	1.0271	1.0135
0.4457	3.9118	798	1.0058	0.2723	1.0058	1.0029
0.4457	3.9216	800	0.9999	0.3463	0.9999	0.9999
0.4457	3.9314	802	1.0039	0.4079	1.0039	1.0019
0.4457	3.9412	804	1.0478	0.3491	1.0478	1.0236
0.4457	3.9510	806	1.1300	0.3328	1.1300	1.0630
0.4457	3.9608	808	1.2179	0.3930	1.2179	1.1036
0.4457	3.9706	810	1.2501	0.3930	1.2501	1.1181
0.4457	3.9804	812	1.2135	0.3930	1.2135	1.1016
0.4457	3.9902	814	1.1213	0.3328	1.1213	1.0589
0.4457	4.0	816	1.0146	0.3491	1.0146	1.0073
0.4457	4.0098	818	0.8625	0.5301	0.8625	0.9287
0.4457	4.0196	820	0.7591	0.4819	0.7591	0.8712
0.4457	4.0294	822	0.7344	0.5603	0.7344	0.8569
0.4457	4.0392	824	0.7366	0.5441	0.7366	0.8583
0.4457	4.0490	826	0.7566	0.4819	0.7566	0.8698
0.4457	4.0588	828	0.8059	0.5301	0.8059	0.8977
0.4457	4.0686	830	0.9033	0.4845	0.9033	0.9504
0.4457	4.0784	832	0.9902	0.4375	0.9902	0.9951
0.4457	4.0882	834	1.0165	0.3670	1.0165	1.0082
0.4457	4.0980	836	0.9919	0.3652	0.9919	0.9959
0.4457	4.1078	838	0.9356	0.3361	0.9356	0.9672
0.4457	4.1176	840	0.8731	0.4618	0.8731	0.9344
0.4457	4.1275	842	0.8228	0.4618	0.8228	0.9071
0.4457	4.1373	844	0.7824	0.5603	0.7824	0.8846
0.4457	4.1471	846	0.7735	0.5603	0.7735	0.8795
0.4457	4.1569	848	0.7681	0.5603	0.7681	0.8764
0.4457	4.1667	850	0.7751	0.4829	0.7751	0.8804
0.4457	4.1765	852	0.7919	0.5091	0.7919	0.8899
0.4457	4.1863	854	0.8180	0.4639	0.8180	0.9044
0.4457	4.1961	856	0.8396	0.4481	0.8396	0.9163
0.4457	4.2059	858	0.8398	0.4481	0.8398	0.9164
0.4457	4.2157	860	0.8243	0.4231	0.8243	0.9079
0.4457	4.2255	862	0.8212	0.4231	0.8212	0.9062
0.4457	4.2353	864	0.8344	0.4068	0.8344	0.9135
0.4457	4.2451	866	0.8728	0.4029	0.8728	0.9342
0.4457	4.2549	868	0.8908	0.4322	0.8908	0.9438
0.4457	4.2647	870	0.8960	0.4322	0.8960	0.9466
0.4457	4.2745	872	0.8848	0.4322	0.8848	0.9406
0.4457	4.2843	874	0.8608	0.4029	0.8608	0.9278
0.4457	4.2941	876	0.8447	0.4234	0.8447	0.9191
0.4457	4.3039	878	0.8620	0.4357	0.8620	0.9284
0.4457	4.3137	880	0.9132	0.4161	0.9132	0.9556
0.4457	4.3235	882	0.9857	0.4292	0.9857	0.9928
0.4457	4.3333	884	1.0963	0.4515	1.0963	1.0470
0.4457	4.3431	886	1.1919	0.4512	1.1919	1.0918
0.4457	4.3529	888	1.2418	0.4512	1.2418	1.1144
0.4457	4.3627	890	1.2328	0.4512	1.2328	1.1103
0.4457	4.3725	892	1.1818	0.4512	1.1818	1.0871
0.4457	4.3824	894	1.1349	0.4515	1.1349	1.0653
0.4457	4.3922	896	1.1037	0.3457	1.1037	1.0506
0.4457	4.4020	898	1.1110	0.4263	1.1110	1.0541
0.4457	4.4118	900	1.1240	0.4515	1.1240	1.0602
0.4457	4.4216	902	1.1000	0.4	1.1000	1.0488
0.4457	4.4314	904	1.0820	0.3457	1.0820	1.0402
0.4457	4.4412	906	1.1019	0.3590	1.1019	1.0497
0.4457	4.4510	908	1.1202	0.3864	1.1202	1.0584
0.4457	4.4608	910	1.1816	0.3875	1.1816	1.0870
0.4457	4.4706	912	1.2346	0.3773	1.2346	1.1111
0.4457	4.4804	914	1.2883	0.3773	1.2883	1.1350
0.4457	4.4902	916	1.2893	0.3639	1.2893	1.1355
0.4457	4.5	918	1.2099	0.3641	1.2099	1.0999
0.4457	4.5098	920	1.1795	0.3352	1.1795	1.0860
0.4457	4.5196	922	1.2181	0.3501	1.2181	1.1037
0.4457	4.5294	924	1.2472	0.376	1.2472	1.1168
0.4457	4.5392	926	1.2040	0.3501	1.2040	1.0973
0.4457	4.5490	928	1.1309	0.3754	1.1309	1.0634
0.4457	4.5588	930	1.0625	0.4294	1.0625	1.0308
0.4457	4.5686	932	1.0588	0.4042	1.0588	1.0290
0.4457	4.5784	934	1.1087	0.4538	1.1087	1.0529
0.4457	4.5882	936	1.1525	0.4405	1.1525	1.0735
0.4457	4.5980	938	1.1337	0.4405	1.1337	1.0648
0.4457	4.6078	940	1.0661	0.4908	1.0661	1.0325
0.4457	4.6176	942	1.0096	0.4575	1.0096	1.0048
0.4457	4.6275	944	0.9793	0.4714	0.9793	0.9896
0.4457	4.6373	946	0.9266	0.4606	0.9266	0.9626
0.4457	4.6471	948	0.9171	0.4320	0.9171	0.9577
0.4457	4.6569	950	0.9189	0.4320	0.9189	0.9586
0.4457	4.6667	952	0.9102	0.4320	0.9102	0.9541
0.4457	4.6765	954	0.8939	0.4639	0.8939	0.9454
0.4457	4.6863	956	0.9068	0.5433	0.9068	0.9523
0.4457	4.6961	958	0.8962	0.5552	0.8962	0.9467
0.4457	4.7059	960	0.8571	0.5580	0.8571	0.9258
0.4457	4.7157	962	0.8267	0.5980	0.8267	0.9092
0.4457	4.7255	964	0.8069	0.5862	0.8069	0.8983
0.4457	4.7353	966	0.8121	0.5862	0.8121	0.9012
0.4457	4.7451	968	0.8061	0.6143	0.8061	0.8978
0.4457	4.7549	970	0.7960	0.6143	0.7960	0.8922
0.4457	4.7647	972	0.7915	0.6003	0.7915	0.8897
0.4457	4.7745	974	0.7992	0.5727	0.7992	0.8940
0.4457	4.7843	976	0.8114	0.5727	0.8114	0.9008
0.4457	4.7941	978	0.8272	0.5580	0.8272	0.9095
0.4457	4.8039	980	0.8253	0.5580	0.8253	0.9084
0.4457	4.8137	982	0.8158	0.5727	0.8158	0.9032
0.4457	4.8235	984	0.7996	0.5727	0.7996	0.8942
0.4457	4.8333	986	0.7823	0.5607	0.7823	0.8845
0.4457	4.8431	988	0.7705	0.5897	0.7705	0.8778
0.4457	4.8529	990	0.7617	0.5663	0.7617	0.8728
0.4457	4.8627	992	0.7675	0.5897	0.7675	0.8761
0.4457	4.8725	994	0.7833	0.5727	0.7833	0.8850
0.4457	4.8824	996	0.8064	0.5957	0.8064	0.8980
0.4457	4.8922	998	0.8181	0.5957	0.8181	0.9045
0.089	4.9020	1000	0.8183	0.5957	0.8183	0.9046
0.089	4.9118	1002	0.8240	0.5580	0.8240	0.9077
0.089	4.9216	1004	0.8173	0.5580	0.8173	0.9040
0.089	4.9314	1006	0.7837	0.5727	0.7837	0.8853
0.089	4.9412	1008	0.7741	0.5727	0.7741	0.8798
0.089	4.9510	1010	0.7753	0.5580	0.7753	0.8805
0.089	4.9608	1012	0.8018	0.5814	0.8018	0.8954
0.089	4.9706	1014	0.8406	0.5814	0.8406	0.9169
0.089	4.9804	1016	0.8641	0.5408	0.8641	0.9296
0.089	4.9902	1018	0.8918	0.5263	0.8918	0.9443
0.089	5.0	1020	0.9134	0.4706	0.9134	0.9557
0.089	5.0098	1022	0.9182	0.4252	0.9182	0.9582
0.089	5.0196	1024	0.9067	0.4410	0.9067	0.9522
0.089	5.0294	1026	0.8938	0.4845	0.8938	0.9454
0.089	5.0392	1028	0.9162	0.4410	0.9162	0.9572
0.089	5.0490	1030	0.9215	0.4567	0.9215	0.9600
0.089	5.0588	1032	0.9010	0.4567	0.9010	0.9492
0.089	5.0686	1034	0.8894	0.4444	0.8894	0.9431
0.089	5.0784	1036	0.8753	0.4877	0.8753	0.9356
0.089	5.0882	1038	0.8683	0.5031	0.8683	0.9318
0.089	5.0980	1040	0.8408	0.5884	0.8408	0.9169
0.089	5.1078	1042	0.8517	0.5312	0.8517	0.9229
0.089	5.1176	1044	0.9010	0.4877	0.9010	0.9492
0.089	5.1275	1046	0.9444	0.4410	0.9444	0.9718
0.089	5.1373	1048	0.9443	0.4410	0.9443	0.9718
0.089	5.1471	1050	0.9081	0.4288	0.9081	0.9529
0.089	5.1569	1052	0.8837	0.5301	0.8837	0.9400
0.089	5.1667	1054	0.8763	0.5032	0.8763	0.9361
0.089	5.1765	1056	0.8689	0.5457	0.8689	0.9322
0.089	5.1863	1058	0.8707	0.5457	0.8707	0.9331
0.089	5.1961	1060	0.8885	0.5429	0.8885	0.9426
0.089	5.2059	1062	0.9005	0.4845	0.9005	0.9489
0.089	5.2157	1064	0.9506	0.4252	0.9506	0.9750
0.089	5.2255	1066	1.0208	0.4255	1.0208	1.0103
0.089	5.2353	1068	1.0654	0.4783	1.0654	1.0322
0.089	5.2451	1070	1.0948	0.4518	1.0948	1.0463
0.089	5.2549	1072	1.1164	0.4375	1.1164	1.0566
0.089	5.2647	1074	1.0969	0.4375	1.0969	1.0473
0.089	5.2745	1076	1.0482	0.4119	1.0482	1.0238
0.089	5.2843	1078	0.9975	0.3839	0.9975	0.9988
0.089	5.2941	1080	0.9824	0.3277	0.9824	0.9911
0.089	5.3039	1082	0.9952	0.3839	0.9952	0.9976
0.089	5.3137	1084	0.9935	0.3839	0.9935	0.9967
0.089	5.3235	1086	1.0114	0.3839	1.0114	1.0057
0.089	5.3333	1088	1.0112	0.3839	1.0112	1.0056
0.089	5.3431	1090	1.0424	0.4119	1.0424	1.0210
0.089	5.3529	1092	1.0540	0.4518	1.0540	1.0266
0.089	5.3627	1094	1.0496	0.4518	1.0496	1.0245
0.089	5.3725	1096	1.0600	0.4518	1.0600	1.0296
0.089	5.3824	1098	1.0544	0.4518	1.0544	1.0269
0.089	5.3922	1100	1.0647	0.4113	1.0647	1.0319
0.089	5.4020	1102	1.0973	0.4119	1.0973	1.0475
0.089	5.4118	1104	1.1270	0.4119	1.1270	1.0616
0.089	5.4216	1106	1.1321	0.4119	1.1321	1.0640
0.089	5.4314	1108	1.1463	0.4119	1.1463	1.0706
0.089	5.4412	1110	1.1515	0.4119	1.1515	1.0731
0.089	5.4510	1112	1.1455	0.4113	1.1455	1.0703
0.089	5.4608	1114	1.1386	0.3839	1.1386	1.0671
0.089	5.4706	1116	1.1523	0.4113	1.1523	1.0735
0.089	5.4804	1118	1.1698	0.4113	1.1698	1.0816
0.089	5.4902	1120	1.2035	0.4024	1.2035	1.0971
0.089	5.5	1122	1.2655	0.4032	1.2655	1.1249
0.089	5.5098	1124	1.2840	0.3657	1.2840	1.1332
0.089	5.5196	1126	1.2575	0.3657	1.2575	1.1214
0.089	5.5294	1128	1.2360	0.3703	1.2360	1.1118
0.089	5.5392	1130	1.1993	0.3703	1.1993	1.0951
0.089	5.5490	1132	1.1943	0.3703	1.1943	1.0928
0.089	5.5588	1134	1.2178	0.3703	1.2178	1.1035
0.089	5.5686	1136	1.2399	0.3553	1.2399	1.1135
0.089	5.5784	1138	1.2192	0.3703	1.2192	1.1042
0.089	5.5882	1140	1.1720	0.3687	1.1720	1.0826
0.089	5.5980	1142	1.1308	0.3394	1.1308	1.0634
0.089	5.6078	1144	1.1078	0.3826	1.1078	1.0525
0.089	5.6176	1146	1.0835	0.3982	1.0835	1.0409
0.089	5.6275	1148	1.0885	0.4258	1.0885	1.0433
0.089	5.6373	1150	1.1317	0.4119	1.1317	1.0638
0.089	5.6471	1152	1.1962	0.3718	1.1962	1.0937
0.089	5.6569	1154	1.2165	0.4237	1.2165	1.1030
0.089	5.6667	1156	1.1791	0.4119	1.1791	1.0859
0.089	5.6765	1158	1.1349	0.4119	1.1349	1.0653
0.089	5.6863	1160	1.0814	0.4119	1.0814	1.0399
0.089	5.6961	1162	1.0500	0.4113	1.0500	1.0247
0.089	5.7059	1164	1.0299	0.4107	1.0299	1.0149
0.089	5.7157	1166	1.0322	0.4113	1.0322	1.0160
0.089	5.7255	1168	1.0260	0.4107	1.0260	1.0129
0.089	5.7353	1170	1.0313	0.4107	1.0313	1.0156
0.089	5.7451	1172	1.0566	0.3703	1.0566	1.0279
0.089	5.7549	1174	1.0997	0.3718	1.0997	1.0487
0.089	5.7647	1176	1.1253	0.3718	1.1253	1.0608
0.089	5.7745	1178	1.1361	0.4119	1.1361	1.0659
0.089	5.7843	1180	1.1429	0.4620	1.1429	1.0691
0.089	5.7941	1182	1.1098	0.4119	1.1098	1.0535
0.089	5.8039	1184	1.0711	0.4119	1.0711	1.0349
0.089	5.8137	1186	1.0447	0.4263	1.0447	1.0221
0.089	5.8235	1188	1.0229	0.4261	1.0229	1.0114
0.089	5.8333	1190	1.0256	0.4113	1.0256	1.0127
0.089	5.8431	1192	1.0558	0.4119	1.0558	1.0275
0.089	5.8529	1194	1.1015	0.3718	1.1015	1.0495
0.089	5.8627	1196	1.1303	0.3718	1.1303	1.0632
0.089	5.8725	1198	1.1116	0.3718	1.1116	1.0543
0.089	5.8824	1200	1.0634	0.4119	1.0634	1.0312
0.089	5.8922	1202	1.0287	0.4407	1.0287	1.0143
0.089	5.9020	1204	1.0140	0.4661	1.0140	1.0070
0.089	5.9118	1206	1.0119	0.4661	1.0119	1.0060
0.089	5.9216	1208	1.0132	0.4661	1.0132	1.0066
0.089	5.9314	1210	1.0047	0.5056	1.0047	1.0023
0.089	5.9412	1212	0.9919	0.4944	0.9919	0.9959
0.089	5.9510	1214	0.9885	0.4944	0.9885	0.9942
0.089	5.9608	1216	0.9921	0.4944	0.9921	0.9960
0.089	5.9706	1218	0.9650	0.4944	0.9650	0.9823
0.089	5.9804	1220	0.9286	0.4971	0.9286	0.9636
0.089	5.9902	1222	0.8794	0.4877	0.8794	0.9377
0.089	6.0	1224	0.8530	0.5164	0.8530	0.9236
0.089	6.0098	1226	0.8445	0.5580	0.8445	0.9190
0.089	6.0196	1228	0.8486	0.5580	0.8486	0.9212
0.089	6.0294	1230	0.8716	0.5580	0.8716	0.9336
0.089	6.0392	1232	0.9221	0.4737	0.9221	0.9602
0.089	6.0490	1234	0.9553	0.4698	0.9553	0.9774
0.089	6.0588	1236	0.9641	0.4944	0.9641	0.9819
0.089	6.0686	1238	0.9656	0.4294	0.9656	0.9827
0.089	6.0784	1240	0.9878	0.4408	0.9878	0.9939
0.089	6.0882	1242	1.0162	0.4263	1.0162	1.0081
0.089	6.0980	1244	1.0269	0.4263	1.0269	1.0134
0.089	6.1078	1246	1.0168	0.4263	1.0168	1.0084
0.089	6.1176	1248	0.9839	0.4853	0.9839	0.9919
0.089	6.1275	1250	0.9618	0.4853	0.9618	0.9807
0.089	6.1373	1252	0.9589	0.4853	0.9589	0.9792
0.089	6.1471	1254	0.9761	0.4853	0.9761	0.9880
0.089	6.1569	1256	0.9924	0.4853	0.9924	0.9962
0.089	6.1667	1258	0.9875	0.4853	0.9875	0.9937
0.089	6.1765	1260	0.9778	0.5408	0.9778	0.9888
0.089	6.1863	1262	0.9615	0.5408	0.9615	0.9806
0.089	6.1961	1264	0.9568	0.5552	0.9568	0.9781
0.089	6.2059	1266	0.9681	0.5408	0.9681	0.9839
0.089	6.2157	1268	0.9865	0.5408	0.9865	0.9932
0.089	6.2255	1270	0.9757	0.5408	0.9757	0.9878
0.089	6.2353	1272	0.9644	0.5408	0.9644	0.9820
0.089	6.2451	1274	0.9774	0.5408	0.9774	0.9886
0.089	6.2549	1276	0.9987	0.5	0.9987	0.9993
0.089	6.2647	1278	1.0055	0.5	1.0055	1.0027
0.089	6.2745	1280	1.0132	0.5	1.0132	1.0066
0.089	6.2843	1282	1.0212	0.5	1.0212	1.0105
0.089	6.2941	1284	1.0015	0.5	1.0015	1.0007
0.089	6.3039	1286	0.9678	0.5015	0.9678	0.9838
0.089	6.3137	1288	0.9397	0.5433	0.9397	0.9694
0.089	6.3235	1290	0.9081	0.5580	0.9081	0.9529
0.089	6.3333	1292	0.8977	0.5580	0.8977	0.9475
0.089	6.3431	1294	0.8994	0.5580	0.8994	0.9484
0.089	6.3529	1296	0.9122	0.5580	0.9122	0.9551
0.089	6.3627	1298	0.9468	0.5015	0.9468	0.9731
0.089	6.3725	1300	0.9643	0.4853	0.9643	0.9820
0.089	6.3824	1302	0.9715	0.4853	0.9715	0.9856
0.089	6.3922	1304	0.9707	0.5	0.9707	0.9852
0.089	6.4020	1306	0.9655	0.4722	0.9655	0.9826
0.089	6.4118	1308	0.9724	0.4567	0.9724	0.9861
0.089	6.4216	1310	0.9903	0.4130	0.9903	0.9951
0.089	6.4314	1312	0.9931	0.4130	0.9931	0.9966
0.089	6.4412	1314	1.0002	0.4252	1.0002	1.0001
0.089	6.4510	1316	0.9866	0.4130	0.9866	0.9933
0.089	6.4608	1318	0.9476	0.4567	0.9476	0.9735
0.089	6.4706	1320	0.9054	0.5015	0.9054	0.9515
0.089	6.4804	1322	0.8905	0.5580	0.8905	0.9437
0.089	6.4902	1324	0.9022	0.5433	0.9022	0.9498
0.089	6.5	1326	0.9299	0.4722	0.9299	0.9643
0.089	6.5098	1328	0.9371	0.4722	0.9371	0.9680
0.089	6.5196	1330	0.9705	0.4567	0.9705	0.9851
0.089	6.5294	1332	0.9782	0.4130	0.9782	0.9890
0.089	6.5392	1334	0.9643	0.4567	0.9643	0.9820
0.089	6.5490	1336	0.9648	0.4130	0.9648	0.9823
0.089	6.5588	1338	0.9789	0.4130	0.9789	0.9894
0.089	6.5686	1340	1.0104	0.3812	1.0104	1.0052
0.089	6.5784	1342	1.0592	0.3826	1.0592	1.0292
0.089	6.5882	1344	1.1306	0.3418	1.1306	1.0633
0.089	6.5980	1346	1.1833	0.4092	1.1833	1.0878
0.089	6.6078	1348	1.2205	0.3864	1.2205	1.1048
0.089	6.6176	1350	1.2065	0.4000	1.2065	1.0984
0.089	6.6275	1352	1.1448	0.3499	1.1448	1.0699
0.089	6.6373	1354	1.0762	0.3739	1.0762	1.0374
0.089	6.6471	1356	1.0380	0.4255	1.0380	1.0188
0.089	6.6569	1358	1.0358	0.4375	1.0358	1.0177
0.089	6.6667	1360	1.0212	0.4375	1.0212	1.0105
0.089	6.6765	1362	1.0194	0.4375	1.0194	1.0097
0.089	6.6863	1364	1.0332	0.4375	1.0332	1.0165
0.089	6.6961	1366	1.0881	0.4212	1.0881	1.0431
0.089	6.7059	1368	1.1345	0.4107	1.1345	1.0651
0.089	6.7157	1370	1.1543	0.3590	1.1543	1.0744
0.089	6.7255	1372	1.1783	0.3864	1.1783	1.0855
0.089	6.7353	1374	1.1855	0.3625	1.1855	1.0888
0.089	6.7451	1376	1.1787	0.3625	1.1787	1.0857
0.089	6.7549	1378	1.1666	0.3625	1.1666	1.0801
0.089	6.7647	1380	1.1912	0.3625	1.1912	1.0914
0.089	6.7745	1382	1.2494	0.4008	1.2494	1.1178
0.089	6.7843	1384	1.3101	0.4015	1.3101	1.1446
0.089	6.7941	1386	1.3454	0.3885	1.3454	1.1599
0.089	6.8039	1388	1.3679	0.3968	1.3679	1.1696
0.089	6.8137	1390	1.3346	0.3968	1.3346	1.1553
0.089	6.8235	1392	1.2933	0.3968	1.2933	1.1372
0.089	6.8333	1394	1.2462	0.3950	1.2462	1.1163
0.089	6.8431	1396	1.1929	0.3950	1.1929	1.0922
0.089	6.8529	1398	1.1257	0.4079	1.1257	1.0610
0.089	6.8627	1400	1.0575	0.3670	1.0575	1.0283
0.089	6.8725	1402	1.0055	0.3652	1.0055	1.0028
0.089	6.8824	1404	0.9731	0.4212	0.9731	0.9865
0.089	6.8922	1406	0.9598	0.4375	0.9598	0.9797
0.089	6.9020	1408	0.9504	0.4375	0.9504	0.9749
0.089	6.9118	1410	0.9497	0.3812	0.9497	0.9745
0.089	6.9216	1412	0.9486	0.3692	0.9486	0.9740
0.089	6.9314	1414	0.9645	0.3708	0.9645	0.9821
0.089	6.9412	1416	1.0036	0.4227	1.0036	1.0018
0.089	6.9510	1418	1.0348	0.4227	1.0348	1.0173
0.089	6.9608	1420	1.0506	0.4227	1.0506	1.0250
0.089	6.9706	1422	1.0482	0.4227	1.0482	1.0238
0.089	6.9804	1424	1.0371	0.4227	1.0371	1.0184
0.089	6.9902	1426	1.0381	0.4227	1.0381	1.0189
0.089	7.0	1428	1.0226	0.3955	1.0226	1.0112
0.089	7.0098	1430	1.0098	0.3955	1.0098	1.0049
0.089	7.0196	1432	0.9986	0.3552	0.9986	0.9993
0.089	7.0294	1434	0.9907	0.3552	0.9907	0.9953
0.089	7.0392	1436	0.9943	0.3552	0.9943	0.9971
0.089	7.0490	1438	0.9925	0.3552	0.9925	0.9962
0.089	7.0588	1440	1.0024	0.3670	1.0024	1.0012
0.089	7.0686	1442	1.0120	0.3512	1.0120	1.0060
0.089	7.0784	1444	1.0206	0.3512	1.0206	1.0102
0.089	7.0882	1446	1.0156	0.3512	1.0156	1.0078
0.089	7.0980	1448	1.0048	0.3552	1.0048	1.0024
0.089	7.1078	1450	1.0025	0.3552	1.0025	1.0012
0.089	7.1176	1452	0.9924	0.3552	0.9924	0.9962
0.089	7.1275	1454	0.9696	0.3552	0.9696	0.9847
0.089	7.1373	1456	0.9452	0.4410	0.9452	0.9722
0.089	7.1471	1458	0.9333	0.4410	0.9333	0.9661
0.089	7.1569	1460	0.9145	0.4410	0.9145	0.9563
0.089	7.1667	1462	0.9107	0.4410	0.9107	0.9543
0.089	7.1765	1464	0.9060	0.4410	0.9060	0.9519
0.089	7.1863	1466	0.9270	0.4410	0.9270	0.9628
0.089	7.1961	1468	0.9638	0.3552	0.9638	0.9817
0.089	7.2059	1470	1.0055	0.3839	1.0055	1.0027
0.089	7.2157	1472	1.0349	0.3965	1.0349	1.0173
0.089	7.2255	1474	1.0453	0.3965	1.0453	1.0224
0.089	7.2353	1476	1.0353	0.3965	1.0353	1.0175
0.089	7.2451	1478	1.0143	0.3687	1.0143	1.0071
0.089	7.2549	1480	0.9839	0.3839	0.9839	0.9919
0.089	7.2647	1482	0.9541	0.3982	0.9541	0.9768
0.089	7.2745	1484	0.9400	0.4409	0.9400	0.9695
0.089	7.2843	1486	0.9301	0.4567	0.9301	0.9644
0.089	7.2941	1488	0.9333	0.4567	0.9333	0.9661
0.089	7.3039	1490	0.9346	0.4567	0.9346	0.9667
0.089	7.3137	1492	0.9314	0.4562	0.9314	0.9651
0.089	7.3235	1494	0.9471	0.4136	0.9471	0.9732
0.089	7.3333	1496	0.9763	0.3982	0.9763	0.9881
0.089	7.3431	1498	1.0110	0.4258	1.0110	1.0055
0.0499	7.3529	1500	1.0285	0.4522	1.0285	1.0141
0.0499	7.3627	1502	1.0304	0.4637	1.0304	1.0151
0.0499	7.3725	1504	1.0394	0.4079	1.0394	1.0195
0.0499	7.3824	1506	1.0301	0.3802	1.0301	1.0149
0.0499	7.3922	1508	1.0315	0.3802	1.0315	1.0157
0.0499	7.4020	1510	1.0139	0.3670	1.0139	1.0069
0.0499	7.4118	1512	1.0116	0.4101	1.0116	1.0058
0.0499	7.4216	1514	1.0137	0.3982	1.0137	1.0068
0.0499	7.4314	1516	1.0149	0.3982	1.0149	1.0074
0.0499	7.4412	1518	1.0371	0.4263	1.0371	1.0184
0.0499	7.4510	1520	1.0529	0.4263	1.0529	1.0261
0.0499	7.4608	1522	1.0568	0.4263	1.0568	1.0280
0.0499	7.4706	1524	1.0733	0.4375	1.0733	1.0360
0.0499	7.4804	1526	1.0900	0.4482	1.0900	1.0440
0.0499	7.4902	1528	1.1000	0.4482	1.1000	1.0488
0.0499	7.5	1530	1.1317	0.4098	1.1317	1.0638
0.0499	7.5098	1532	1.1433	0.4098	1.1433	1.0692
0.0499	7.5196	1534	1.1447	0.4098	1.1447	1.0699
0.0499	7.5294	1536	1.1303	0.4098	1.1303	1.0632
0.0499	7.5392	1538	1.1123	0.4234	1.1123	1.0546
0.0499	7.5490	1540	1.0926	0.4234	1.0926	1.0453
0.0499	7.5588	1542	1.0732	0.3974	1.0732	1.0359
0.0499	7.5686	1544	1.0680	0.3974	1.0680	1.0334
0.0499	7.5784	1546	1.0519	0.4008	1.0519	1.0256
0.0499	7.5882	1548	1.0300	0.4153	1.0300	1.0149
0.0499	7.5980	1550	1.0198	0.4153	1.0198	1.0099
0.0499	7.6078	1552	1.0213	0.4153	1.0213	1.0106
0.0499	7.6176	1554	1.0229	0.4153	1.0229	1.0114
0.0499	7.6275	1556	1.0114	0.4153	1.0114	1.0057
0.0499	7.6373	1558	0.9978	0.3887	0.9978	0.9989
0.0499	7.6471	1560	0.9983	0.4136	0.9983	0.9992
0.0499	7.6569	1562	0.9935	0.4136	0.9935	0.9968
0.0499	7.6667	1564	1.0064	0.3876	1.0064	1.0032
0.0499	7.6765	1566	1.0430	0.3739	1.0430	1.0213
0.0499	7.6863	1568	1.0728	0.3974	1.0728	1.0357
0.0499	7.6961	1570	1.0789	0.3571	1.0789	1.0387
0.0499	7.7059	1572	1.0733	0.3687	1.0733	1.0360
0.0499	7.7157	1574	1.0528	0.3876	1.0528	1.0261
0.0499	7.7255	1576	1.0364	0.4136	1.0364	1.0181
0.0499	7.7353	1578	1.0218	0.4136	1.0218	1.0108
0.0499	7.7451	1580	1.0170	0.4136	1.0170	1.0084
0.0499	7.7549	1582	1.0079	0.4136	1.0079	1.0039
0.0499	7.7647	1584	1.0125	0.4035	1.0125	1.0062
0.0499	7.7745	1586	1.0130	0.4035	1.0130	1.0065
0.0499	7.7843	1588	1.0177	0.4035	1.0177	1.0088
0.0499	7.7941	1590	1.0090	0.4035	1.0090	1.0045
0.0499	7.8039	1592	0.9973	0.4035	0.9973	0.9987
0.0499	7.8137	1594	0.9887	0.4130	0.9887	0.9943
0.0499	7.8235	1596	0.9895	0.4130	0.9895	0.9947
0.0499	7.8333	1598	1.0048	0.4136	1.0048	1.0024
0.0499	7.8431	1600	1.0297	0.4136	1.0297	1.0147
0.0499	7.8529	1602	1.0485	0.3552	1.0485	1.0240
0.0499	7.8627	1604	1.0400	0.3552	1.0400	1.0198
0.0499	7.8725	1606	1.0198	0.4136	1.0198	1.0098
0.0499	7.8824	1608	0.9946	0.4130	0.9946	0.9973
0.0499	7.8922	1610	0.9697	0.4130	0.9697	0.9847
0.0499	7.9020	1612	0.9700	0.4130	0.9700	0.9849
0.0499	7.9118	1614	0.9839	0.4130	0.9839	0.9919
0.0499	7.9216	1616	1.0014	0.3876	1.0014	1.0007
0.0499	7.9314	1618	1.0113	0.3887	1.0113	1.0056
0.0499	7.9412	1620	1.0202	0.4147	1.0202	1.0101
0.0499	7.9510	1622	1.0364	0.4153	1.0364	1.0181
0.0499	7.9608	1624	1.0505	0.4263	1.0505	1.0249
0.0499	7.9706	1626	1.0659	0.4234	1.0659	1.0324
0.0499	7.9804	1628	1.0762	0.4234	1.0762	1.0374
0.0499	7.9902	1630	1.0779	0.4234	1.0779	1.0382
0.0499	8.0	1632	1.0840	0.3974	1.0840	1.0412
0.0499	8.0098	1634	1.1045	0.3841	1.1045	1.0510
0.0499	8.0196	1636	1.1216	0.3841	1.1216	1.0591
0.0499	8.0294	1638	1.1295	0.3571	1.1295	1.0628
0.0499	8.0392	1640	1.1245	0.3571	1.1245	1.0604
0.0499	8.0490	1642	1.1290	0.3571	1.1290	1.0626
0.0499	8.0588	1644	1.1423	0.3841	1.1423	1.0688
0.0499	8.0686	1646	1.1551	0.3841	1.1551	1.0748
0.0499	8.0784	1648	1.1623	0.3841	1.1623	1.0781
0.0499	8.0882	1650	1.1700	0.4098	1.1700	1.0817
0.0499	8.0980	1652	1.1718	0.4098	1.1718	1.0825
0.0499	8.1078	1654	1.1583	0.4098	1.1583	1.0762
0.0499	8.1176	1656	1.1309	0.3841	1.1309	1.0634
0.0499	8.1275	1658	1.0989	0.4375	1.0989	1.0483
0.0499	8.1373	1660	1.0772	0.4263	1.0772	1.0379
0.0499	8.1471	1662	1.0563	0.4162	1.0563	1.0278
0.0499	8.1569	1664	1.0393	0.4057	1.0393	1.0194
0.0499	8.1667	1666	1.0298	0.4057	1.0298	1.0148
0.0499	8.1765	1668	1.0262	0.4057	1.0262	1.0130
0.0499	8.1863	1670	1.0125	0.4050	1.0125	1.0062
0.0499	8.1961	1672	1.0018	0.4050	1.0018	1.0009
0.0499	8.2059	1674	1.0042	0.4050	1.0042	1.0021
0.0499	8.2157	1676	1.0181	0.4050	1.0181	1.0090
0.0499	8.2255	1678	1.0326	0.4057	1.0326	1.0162
0.0499	8.2353	1680	1.0468	0.4057	1.0468	1.0231
0.0499	8.2451	1682	1.0513	0.4057	1.0513	1.0253
0.0499	8.2549	1684	1.0527	0.4057	1.0527	1.0260
0.0499	8.2647	1686	1.0584	0.4050	1.0584	1.0288
0.0499	8.2745	1688	1.0662	0.3919	1.0662	1.0325
0.0499	8.2843	1690	1.0720	0.4017	1.0720	1.0354
0.0499	8.2941	1692	1.0802	0.4017	1.0802	1.0393
0.0499	8.3039	1694	1.0873	0.4017	1.0873	1.0427
0.0499	8.3137	1696	1.0917	0.4017	1.0917	1.0449
0.0499	8.3235	1698	1.0991	0.3641	1.0991	1.0484
0.0499	8.3333	1700	1.1023	0.3641	1.1023	1.0499
0.0499	8.3431	1702	1.0930	0.3641	1.0930	1.0455
0.0499	8.3529	1704	1.0923	0.3641	1.0923	1.0451
0.0499	8.3627	1706	1.0951	0.3641	1.0951	1.0464
0.0499	8.3725	1708	1.0972	0.3641	1.0972	1.0475
0.0499	8.3824	1710	1.0864	0.3718	1.0864	1.0423
0.0499	8.3922	1712	1.0703	0.3718	1.0703	1.0345
0.0499	8.4020	1714	1.0375	0.4261	1.0375	1.0186
0.0499	8.4118	1716	1.0170	0.4529	1.0170	1.0084
0.0499	8.4216	1718	1.0090	0.4130	1.0090	1.0045
0.0499	8.4314	1720	1.0062	0.4130	1.0062	1.0031
0.0499	8.4412	1722	1.0039	0.4130	1.0039	1.0019
0.0499	8.4510	1724	1.0025	0.4130	1.0025	1.0012
0.0499	8.4608	1726	1.0024	0.4130	1.0024	1.0012
0.0499	8.4706	1728	0.9962	0.4130	0.9962	0.9981
0.0499	8.4804	1730	0.9952	0.4130	0.9952	0.9976
0.0499	8.4902	1732	0.9904	0.4130	0.9904	0.9952
0.0499	8.5	1734	0.9901	0.4130	0.9901	0.9950
0.0499	8.5098	1736	0.9968	0.4130	0.9968	0.9984
0.0499	8.5196	1738	0.9966	0.4130	0.9966	0.9983
0.0499	8.5294	1740	0.9884	0.4130	0.9884	0.9942
0.0499	8.5392	1742	0.9794	0.4130	0.9794	0.9896
0.0499	8.5490	1744	0.9793	0.4130	0.9793	0.9896
0.0499	8.5588	1746	0.9835	0.4130	0.9835	0.9917
0.0499	8.5686	1748	0.9824	0.4130	0.9824	0.9911
0.0499	8.5784	1750	0.9845	0.4130	0.9845	0.9922
0.0499	8.5882	1752	0.9823	0.4130	0.9823	0.9911
0.0499	8.5980	1754	0.9820	0.4027	0.9820	0.9910
0.0499	8.6078	1756	0.9904	0.4027	0.9904	0.9952
0.0499	8.6176	1758	1.0057	0.4027	1.0057	1.0028
0.0499	8.6275	1760	1.0183	0.4027	1.0183	1.0091
0.0499	8.6373	1762	1.0274	0.4027	1.0274	1.0136
0.0499	8.6471	1764	1.0286	0.4027	1.0286	1.0142
0.0499	8.6569	1766	1.0246	0.4027	1.0246	1.0122
0.0499	8.6667	1768	1.0291	0.4027	1.0291	1.0144
0.0499	8.6765	1770	1.0374	0.4027	1.0374	1.0185
0.0499	8.6863	1772	1.0443	0.3775	1.0443	1.0219
0.0499	8.6961	1774	1.0530	0.3789	1.0530	1.0262
0.0499	8.7059	1776	1.0561	0.4050	1.0561	1.0277
0.0499	8.7157	1778	1.0679	0.3660	1.0679	1.0334
0.0499	8.7255	1780	1.0750	0.4136	1.0750	1.0368
0.0499	8.7353	1782	1.0732	0.3886	1.0732	1.0360
0.0499	8.7451	1784	1.0606	0.4050	1.0606	1.0299
0.0499	8.7549	1786	1.0495	0.4050	1.0495	1.0244
0.0499	8.7647	1788	1.0430	0.3789	1.0430	1.0213
0.0499	8.7745	1790	1.0472	0.3390	1.0472	1.0233
0.0499	8.7843	1792	1.0443	0.3367	1.0443	1.0219
0.0499	8.7941	1794	1.0362	0.4027	1.0362	1.0179
0.0499	8.8039	1796	1.0332	0.4027	1.0332	1.0165
0.0499	8.8137	1798	1.0262	0.4027	1.0262	1.0130
0.0499	8.8235	1800	1.0288	0.4130	1.0288	1.0143
0.0499	8.8333	1802	1.0371	0.3789	1.0371	1.0184
0.0499	8.8431	1804	1.0359	0.3876	1.0359	1.0178
0.0499	8.8529	1806	1.0359	0.4147	1.0359	1.0178
0.0499	8.8627	1808	1.0433	0.4147	1.0433	1.0214
0.0499	8.8725	1810	1.0493	0.3739	1.0493	1.0243
0.0499	8.8824	1812	1.0480	0.3739	1.0480	1.0237
0.0499	8.8922	1814	1.0477	0.3590	1.0477	1.0236
0.0499	8.9020	1816	1.0490	0.4008	1.0490	1.0242
0.0499	8.9118	1818	1.0561	0.3875	1.0561	1.0277
0.0499	8.9216	1820	1.0623	0.4266	1.0623	1.0307
0.0499	8.9314	1822	1.0605	0.4512	1.0605	1.0298
0.0499	8.9412	1824	1.0536	0.4512	1.0536	1.0264
0.0499	8.9510	1826	1.0473	0.4512	1.0473	1.0234
0.0499	8.9608	1828	1.0362	0.4776	1.0362	1.0179
0.0499	8.9706	1830	1.0265	0.4677	1.0265	1.0132
0.0499	8.9804	1832	1.0167	0.4812	1.0167	1.0083
0.0499	8.9902	1834	1.0062	0.4812	1.0062	1.0031
0.0499	9.0	1836	0.9935	0.4812	0.9935	0.9968
0.0499	9.0098	1838	0.9821	0.4575	0.9821	0.9910
0.0499	9.0196	1840	0.9742	0.4575	0.9742	0.9870
0.0499	9.0294	1842	0.9701	0.4721	0.9701	0.9849
0.0499	9.0392	1844	0.9639	0.4471	0.9639	0.9818
0.0499	9.0490	1846	0.9568	0.4471	0.9568	0.9782
0.0499	9.0588	1848	0.9453	0.4737	0.9453	0.9723
0.0499	9.0686	1850	0.9353	0.4746	0.9353	0.9671
0.0499	9.0784	1852	0.9348	0.4746	0.9348	0.9669
0.0499	9.0882	1854	0.9411	0.4746	0.9411	0.9701
0.0499	9.0980	1856	0.9526	0.4746	0.9526	0.9760
0.0499	9.1078	1858	0.9631	0.4589	0.9631	0.9814
0.0499	9.1176	1860	0.9653	0.4737	0.9653	0.9825
0.0499	9.1275	1862	0.9663	0.4737	0.9663	0.9830
0.0499	9.1373	1864	0.9725	0.4471	0.9725	0.9862
0.0499	9.1471	1866	0.9805	0.4328	0.9805	0.9902
0.0499	9.1569	1868	0.9856	0.4575	0.9856	0.9928
0.0499	9.1667	1870	0.9902	0.4575	0.9902	0.9951
0.0499	9.1765	1872	0.9911	0.4575	0.9911	0.9955
0.0499	9.1863	1874	0.9955	0.4575	0.9955	0.9977
0.0499	9.1961	1876	1.0044	0.4575	1.0044	1.0022
0.0499	9.2059	1878	1.0140	0.4575	1.0140	1.0070
0.0499	9.2157	1880	1.0188	0.4575	1.0188	1.0093
0.0499	9.2255	1882	1.0222	0.4575	1.0222	1.0111
0.0499	9.2353	1884	1.0264	0.4437	1.0264	1.0131
0.0499	9.2451	1886	1.0278	0.4437	1.0278	1.0138
0.0499	9.2549	1888	1.0272	0.4437	1.0272	1.0135
0.0499	9.2647	1890	1.0302	0.4677	1.0302	1.0150
0.0499	9.2745	1892	1.0355	0.4542	1.0355	1.0176
0.0499	9.2843	1894	1.0404	0.4512	1.0404	1.0200
0.0499	9.2941	1896	1.0425	0.4512	1.0425	1.0210
0.0499	9.3039	1898	1.0447	0.4512	1.0447	1.0221
0.0499	9.3137	1900	1.0449	0.4512	1.0449	1.0222
0.0499	9.3235	1902	1.0423	0.4512	1.0423	1.0209
0.0499	9.3333	1904	1.0374	0.5039	1.0374	1.0185
0.0499	9.3431	1906	1.0325	0.5039	1.0325	1.0161
0.0499	9.3529	1908	1.0293	0.5039	1.0293	1.0146
0.0499	9.3627	1910	1.0249	0.4812	1.0249	1.0124
0.0499	9.3725	1912	1.0253	0.4812	1.0253	1.0125
0.0499	9.3824	1914	1.0233	0.4575	1.0233	1.0116
0.0499	9.3922	1916	1.0219	0.4575	1.0219	1.0109
0.0499	9.4020	1918	1.0179	0.4575	1.0179	1.0089
0.0499	9.4118	1920	1.0158	0.4575	1.0158	1.0079
0.0499	9.4216	1922	1.0122	0.4575	1.0122	1.0061
0.0499	9.4314	1924	1.0096	0.4575	1.0096	1.0048
0.0499	9.4412	1926	1.0063	0.4575	1.0063	1.0031
0.0499	9.4510	1928	1.0028	0.4575	1.0028	1.0014
0.0499	9.4608	1930	0.9996	0.4575	0.9996	0.9998
0.0499	9.4706	1932	0.9980	0.4575	0.9980	0.9990
0.0499	9.4804	1934	0.9966	0.4575	0.9966	0.9983
0.0499	9.4902	1936	0.9987	0.4575	0.9987	0.9994
0.0499	9.5	1938	1.0008	0.4575	1.0008	1.0004
0.0499	9.5098	1940	1.0046	0.4575	1.0046	1.0023
0.0499	9.5196	1942	1.0099	0.4575	1.0099	1.0049
0.0499	9.5294	1944	1.0160	0.4296	1.0160	1.0080
0.0499	9.5392	1946	1.0241	0.4406	1.0241	1.0120
0.0499	9.5490	1948	1.0301	0.4406	1.0301	1.0149
0.0499	9.5588	1950	1.0346	0.4266	1.0346	1.0172
0.0499	9.5686	1952	1.0360	0.4266	1.0360	1.0179
0.0499	9.5784	1954	1.0369	0.4266	1.0369	1.0183
0.0499	9.5882	1956	1.0398	0.4266	1.0398	1.0197
0.0499	9.5980	1958	1.0428	0.4266	1.0428	1.0212
0.0499	9.6078	1960	1.0446	0.4266	1.0446	1.0220
0.0499	9.6176	1962	1.0438	0.4266	1.0438	1.0217
0.0499	9.6275	1964	1.0447	0.4266	1.0447	1.0221
0.0499	9.6373	1966	1.0456	0.4266	1.0456	1.0225
0.0499	9.6471	1968	1.0465	0.4266	1.0465	1.0230
0.0499	9.6569	1970	1.0477	0.4266	1.0477	1.0236
0.0499	9.6667	1972	1.0489	0.4266	1.0489	1.0241
0.0499	9.6765	1974	1.0507	0.4512	1.0507	1.0250
0.0499	9.6863	1976	1.0523	0.4512	1.0523	1.0258
0.0499	9.6961	1978	1.0508	0.4266	1.0508	1.0251
0.0499	9.7059	1980	1.0475	0.4167	1.0475	1.0235
0.0499	9.7157	1982	1.0427	0.4167	1.0427	1.0212
0.0499	9.7255	1984	1.0378	0.4301	1.0378	1.0187
0.0499	9.7353	1986	1.0315	0.4563	1.0315	1.0156
0.0499	9.7451	1988	1.0264	0.4563	1.0264	1.0131
0.0499	9.7549	1990	1.0221	0.4463	1.0221	1.0110
0.0499	9.7647	1992	1.0167	0.4463	1.0167	1.0083
0.0499	9.7745	1994	1.0135	0.4463	1.0135	1.0067
0.0499	9.7843	1996	1.0100	0.4463	1.0100	1.0050
0.0499	9.7941	1998	1.0057	0.4463	1.0057	1.0029
0.041	9.8039	2000	1.0019	0.4463	1.0019	1.0009
0.041	9.8137	2002	0.9984	0.4463	0.9984	0.9992
0.041	9.8235	2004	0.9945	0.4463	0.9945	0.9972
0.041	9.8333	2006	0.9908	0.4463	0.9908	0.9954
0.041	9.8431	2008	0.9873	0.4328	0.9873	0.9937
0.041	9.8529	2010	0.9840	0.4328	0.9840	0.9920
0.041	9.8627	2012	0.9813	0.4328	0.9813	0.9906
0.041	9.8725	2014	0.9789	0.4328	0.9789	0.9894
0.041	9.8824	2016	0.9774	0.4328	0.9774	0.9886
0.041	9.8922	2018	0.9765	0.4328	0.9765	0.9882
0.041	9.9020	2020	0.9768	0.4328	0.9768	0.9883
0.041	9.9118	2022	0.9774	0.4328	0.9774	0.9886
0.041	9.9216	2024	0.9778	0.4328	0.9778	0.9888
0.041	9.9314	2026	0.9781	0.4328	0.9781	0.9890
0.041	9.9412	2028	0.9782	0.4328	0.9782	0.9891
0.041	9.9510	2030	0.9781	0.4328	0.9781	0.9890
0.041	9.9608	2032	0.9781	0.4328	0.9781	0.9890
0.041	9.9706	2034	0.9781	0.4328	0.9781	0.9890
0.041	9.9804	2036	0.9779	0.4328	0.9779	0.9889
0.041	9.9902	2038	0.9779	0.4328	0.9779	0.9889
0.041	10.0	2040	0.9779	0.4328	0.9779	0.9889

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 1, 2024
Updated: Dec 1, 2024