Arabic_FineTuningAraBERT_AugV4_k60_task3_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k60_task3_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k60_task3_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 13, 2024
Updated: Nov 21, 2024
SHA: 770586ed

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k60_task3_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: 0.7717
Qwk: 0.2524
Mse: 0.7717
Rmse: 0.8785

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	0.0015	2	6.9053	0.0262	6.9053	2.6278
No log	0.0029	4	3.6765	0.0571	3.6765	1.9174
No log	0.0044	6	1.1303	0.0	1.1303	1.0632
No log	0.0058	8	0.5086	-0.0233	0.5086	0.7132
No log	0.0073	10	0.5357	0.0222	0.5357	0.7319
No log	0.0088	12	0.7851	0.2326	0.7851	0.8860
No log	0.0102	14	0.6805	0.0	0.6805	0.8249
No log	0.0117	16	0.8848	0.0517	0.8848	0.9407
No log	0.0131	18	0.9919	0.0704	0.9919	0.9959
No log	0.0146	20	1.0110	0.2099	1.0110	1.0055
No log	0.0160	22	1.0024	0.0884	1.0024	1.0012
No log	0.0175	24	0.8600	0.0620	0.8600	0.9274
No log	0.0190	26	1.2316	0.0	1.2316	1.1098
No log	0.0204	28	1.5246	0.0	1.5246	1.2348
No log	0.0219	30	1.5096	0.0	1.5096	1.2287
No log	0.0233	32	1.1212	0.0	1.1212	1.0589
No log	0.0248	34	0.7824	0.0	0.7824	0.8845
No log	0.0263	36	0.7496	0.0	0.7496	0.8658
No log	0.0277	38	0.8511	0.0222	0.8511	0.9226
No log	0.0292	40	0.8948	0.0222	0.8948	0.9459
No log	0.0306	42	0.7589	0.0	0.7589	0.8711
No log	0.0321	44	0.6734	0.0	0.6734	0.8206
No log	0.0336	46	0.7109	0.0	0.7109	0.8431
No log	0.0350	48	0.8886	0.0388	0.8886	0.9426
No log	0.0365	50	1.0508	0.0966	1.0508	1.0251
No log	0.0379	52	1.1330	0.0	1.1330	1.0644
No log	0.0394	54	0.9915	0.0884	0.9915	0.9957
No log	0.0408	56	0.8151	0.0	0.8151	0.9029
No log	0.0423	58	0.7129	0.0	0.7129	0.8443
No log	0.0438	60	0.8116	0.0	0.8116	0.9009
No log	0.0452	62	1.0155	0.0884	1.0155	1.0077
No log	0.0467	64	1.0033	0.0884	1.0033	1.0016
No log	0.0481	66	0.9479	0.2254	0.9479	0.9736
No log	0.0496	68	1.0304	-0.0845	1.0304	1.0151
No log	0.0511	70	0.9336	0.0388	0.9336	0.9662
No log	0.0525	72	0.9705	-0.1085	0.9705	0.9852
No log	0.0540	74	0.9285	0.3452	0.9285	0.9636
No log	0.0554	76	0.8035	0.2414	0.8035	0.8964
No log	0.0569	78	0.7949	0.2524	0.7949	0.8916
No log	0.0584	80	0.8643	0.3803	0.8643	0.9297
No log	0.0598	82	1.0942	0.0	1.0942	1.0460
No log	0.0613	84	1.0872	0.0966	1.0872	1.0427
No log	0.0627	86	0.7702	0.4031	0.7702	0.8776
No log	0.0642	88	0.8831	0.3613	0.8831	0.9397
No log	0.0656	90	1.3485	0.0	1.3485	1.1612
No log	0.0671	92	1.6356	0.0	1.6356	1.2789
No log	0.0686	94	1.8312	0.0	1.8312	1.3532
No log	0.0700	96	1.7118	0.0	1.7118	1.3084
No log	0.0715	98	1.3029	0.0966	1.3029	1.1415
No log	0.0729	100	1.7198	0.0	1.7198	1.3114
No log	0.0744	102	1.8019	0.0	1.8019	1.3423
No log	0.0759	104	1.6839	0.0	1.6839	1.2977
No log	0.0773	106	1.6413	0.0	1.6413	1.2811
No log	0.0788	108	0.9032	0.0620	0.9032	0.9504
No log	0.0802	110	0.7275	0.2667	0.7275	0.8530
No log	0.0817	112	0.8929	0.0704	0.8929	0.9450
No log	0.0832	114	1.2206	0.0	1.2206	1.1048
No log	0.0846	116	1.5783	0.0	1.5783	1.2563
No log	0.0861	118	1.5596	0.0	1.5596	1.2488
No log	0.0875	120	1.1129	-0.0097	1.1129	1.0549
No log	0.0890	122	0.9253	0.0774	0.9253	0.9619
No log	0.0904	124	1.1596	-0.0097	1.1596	1.0768
No log	0.0919	126	1.3146	0.0	1.3146	1.1466
No log	0.0934	128	1.6061	0.0	1.6061	1.2673
No log	0.0948	130	1.6877	0.0	1.6877	1.2991
No log	0.0963	132	1.4776	0.0	1.4776	1.2156
No log	0.0977	134	1.4938	0.0	1.4938	1.2222
No log	0.0992	136	1.5900	0.0	1.5900	1.2610
No log	0.1007	138	1.8552	0.0	1.8552	1.3621
No log	0.1021	140	1.8757	0.0	1.8757	1.3696
No log	0.1036	142	1.8726	0.0	1.8726	1.3684
No log	0.1050	144	1.7727	0.0	1.7727	1.3314
No log	0.1065	146	2.1855	0.0	2.1855	1.4784
No log	0.1080	148	2.7214	0.0941	2.7214	1.6497
No log	0.1094	150	2.4945	0.0941	2.4945	1.5794
No log	0.1109	152	1.7127	0.0	1.7127	1.3087
No log	0.1123	154	1.0461	0.0833	1.0461	1.0228
No log	0.1138	156	0.9693	0.0833	0.9693	0.9845
No log	0.1152	158	1.1175	0.0966	1.1175	1.0571
No log	0.1167	160	1.1745	0.0966	1.1745	1.0838
No log	0.1182	162	1.2748	0.0	1.2748	1.1291
No log	0.1196	164	1.3942	0.0	1.3942	1.1808
No log	0.1211	166	1.4066	0.0	1.4066	1.1860
No log	0.1225	168	1.1765	0.0966	1.1765	1.0847
No log	0.1240	170	1.2104	0.0	1.2104	1.1002
No log	0.1255	172	1.4506	0.0	1.4506	1.2044
No log	0.1269	174	1.5176	0.0	1.5176	1.2319
No log	0.1284	176	1.2877	-0.0097	1.2877	1.1348
No log	0.1298	178	1.5642	0.0	1.5642	1.2507
No log	0.1313	180	1.8524	0.0	1.8524	1.3610
No log	0.1327	182	2.4566	0.0	2.4566	1.5674
No log	0.1342	184	3.0135	0.0	3.0135	1.7360
No log	0.1357	186	2.9825	-0.0621	2.9825	1.7270
No log	0.1371	188	2.3736	0.0	2.3736	1.5406
No log	0.1386	190	2.1375	0.0	2.1375	1.4620
No log	0.1400	192	1.9714	0.0	1.9714	1.4041
No log	0.1415	194	1.8659	0.0	1.8659	1.3660
No log	0.1430	196	1.8575	0.0	1.8575	1.3629
No log	0.1444	198	1.9288	0.0	1.9288	1.3888
No log	0.1459	200	1.8207	0.0	1.8207	1.3493
No log	0.1473	202	1.5787	0.0	1.5787	1.2564
No log	0.1488	204	1.8327	0.0	1.8327	1.3538
No log	0.1503	206	2.0598	0.0	2.0598	1.4352
No log	0.1517	208	1.8979	0.0	1.8979	1.3777
No log	0.1532	210	1.9324	0.0	1.9324	1.3901
No log	0.1546	212	2.2191	0.0	2.2191	1.4896
No log	0.1561	214	2.2350	0.0	2.2350	1.4950
No log	0.1575	216	1.9381	0.0	1.9381	1.3922
No log	0.1590	218	1.9463	0.0	1.9463	1.3951
No log	0.1605	220	2.1233	0.0	2.1233	1.4571
No log	0.1619	222	2.1580	0.0	2.1580	1.4690
No log	0.1634	224	2.2167	0.0	2.2167	1.4889
No log	0.1648	226	2.0233	0.0	2.0233	1.4224
No log	0.1663	228	1.6376	0.0	1.6376	1.2797
No log	0.1678	230	1.5836	0.0	1.5836	1.2584
No log	0.1692	232	1.8371	0.0	1.8371	1.3554
No log	0.1707	234	2.0021	0.0	2.0021	1.4149
No log	0.1721	236	1.7944	0.0	1.7944	1.3395
No log	0.1736	238	1.8563	0.0	1.8563	1.3625
No log	0.1751	240	1.9464	0.0	1.9464	1.3951
No log	0.1765	242	1.8735	0.0	1.8735	1.3687
No log	0.1780	244	1.9756	0.0	1.9756	1.4056
No log	0.1794	246	1.8297	0.0	1.8297	1.3527
No log	0.1809	248	1.6234	0.0	1.6234	1.2741
No log	0.1823	250	1.9427	0.0	1.9427	1.3938
No log	0.1838	252	2.3599	0.0	2.3599	1.5362
No log	0.1853	254	2.5673	0.0	2.5673	1.6023
No log	0.1867	256	2.4532	0.0	2.4532	1.5663
No log	0.1882	258	1.9877	0.0	1.9877	1.4099
No log	0.1896	260	1.6409	0.0	1.6409	1.2810
No log	0.1911	262	1.4995	0.0	1.4995	1.2245
No log	0.1926	264	1.6366	0.0	1.6366	1.2793
No log	0.1940	266	1.6742	0.0	1.6742	1.2939
No log	0.1955	268	1.5403	0.0	1.5403	1.2411
No log	0.1969	270	1.4585	0.0	1.4585	1.2077
No log	0.1984	272	1.7096	0.0	1.7096	1.3075
No log	0.1999	274	1.8178	0.0	1.8178	1.3483
No log	0.2013	276	1.8061	0.0	1.8061	1.3439
No log	0.2028	278	1.8123	0.0	1.8123	1.3462
No log	0.2042	280	1.5732	0.0	1.5732	1.2543
No log	0.2057	282	1.4243	0.0	1.4243	1.1934
No log	0.2071	284	1.5645	0.0	1.5645	1.2508
No log	0.2086	286	1.4029	0.0	1.4029	1.1844
No log	0.2101	288	1.4371	0.0	1.4371	1.1988
No log	0.2115	290	1.8518	0.0	1.8518	1.3608
No log	0.2130	292	1.9859	0.0	1.9859	1.4092
No log	0.2144	294	1.6722	0.0	1.6722	1.2931
No log	0.2159	296	1.1726	0.0	1.1726	1.0829
No log	0.2174	298	1.0272	0.0833	1.0272	1.0135
No log	0.2188	300	1.1316	0.0928	1.1316	1.0638
No log	0.2203	302	1.4938	0.0	1.4938	1.2222
No log	0.2217	304	1.8585	0.0	1.8585	1.3633
No log	0.2232	306	1.9493	0.0	1.9493	1.3962
No log	0.2247	308	2.3651	0.0	2.3651	1.5379
No log	0.2261	310	2.3924	0.0	2.3924	1.5467
No log	0.2276	312	2.2376	0.0	2.2376	1.4958
No log	0.2290	314	1.7830	0.0	1.7830	1.3353
No log	0.2305	316	1.5442	0.0	1.5442	1.2427
No log	0.2319	318	1.5452	0.0	1.5452	1.2430
No log	0.2334	320	1.4501	0.0	1.4501	1.2042
No log	0.2349	322	1.2383	-0.0097	1.2383	1.1128
No log	0.2363	324	1.1242	0.0928	1.1242	1.0603
No log	0.2378	326	1.1823	0.0928	1.1823	1.0873
No log	0.2392	328	1.5455	0.0	1.5455	1.2432
No log	0.2407	330	1.6538	0.0	1.6538	1.2860
No log	0.2422	332	1.5112	0.0	1.5112	1.2293
No log	0.2436	334	1.4994	0.0	1.4994	1.2245
No log	0.2451	336	1.7859	0.0	1.7859	1.3364
No log	0.2465	338	1.8078	0.0	1.8078	1.3445
No log	0.2480	340	1.4588	0.0	1.4588	1.2078
No log	0.2495	342	1.1369	0.0833	1.1369	1.0663
No log	0.2509	344	1.2702	0.0928	1.2702	1.1270
No log	0.2524	346	1.6106	0.0	1.6106	1.2691
No log	0.2538	348	1.9234	0.0	1.9234	1.3869
No log	0.2553	350	1.8860	0.0	1.8860	1.3733
No log	0.2567	352	1.5389	0.0	1.5389	1.2405
No log	0.2582	354	1.1060	0.0966	1.1060	1.0516
No log	0.2597	356	1.0162	0.0928	1.0162	1.0081
No log	0.2611	358	1.1295	0.0966	1.1295	1.0628
No log	0.2626	360	1.3964	0.0	1.3964	1.1817
No log	0.2640	362	1.5044	0.0	1.5044	1.2266
No log	0.2655	364	1.6641	0.0	1.6641	1.2900
No log	0.2670	366	1.6674	0.0	1.6673	1.2913
No log	0.2684	368	1.7082	0.0	1.7082	1.3070
No log	0.2699	370	1.4609	0.0	1.4609	1.2087
No log	0.2713	372	1.1162	0.0928	1.1162	1.0565
No log	0.2728	374	1.1934	0.0966	1.1934	1.0924
No log	0.2743	376	1.6447	0.0	1.6447	1.2825
No log	0.2757	378	2.1467	0.0	2.1467	1.4652
No log	0.2772	380	2.1314	0.0	2.1314	1.4599
No log	0.2786	382	1.7904	0.0	1.7904	1.3381
No log	0.2801	384	1.3526	0.0	1.3526	1.1630
No log	0.2815	386	1.2142	0.0	1.2142	1.1019
No log	0.2830	388	1.2180	0.0	1.2180	1.1036
No log	0.2845	390	1.3859	0.0	1.3859	1.1773
No log	0.2859	392	1.7723	0.0	1.7723	1.3313
No log	0.2874	394	2.0819	0.0	2.0819	1.4429
No log	0.2888	396	1.8914	0.0	1.8914	1.3753
No log	0.2903	398	1.5267	0.0	1.5267	1.2356
No log	0.2918	400	1.6291	0.0	1.6291	1.2764
No log	0.2932	402	1.7793	0.0	1.7793	1.3339
No log	0.2947	404	2.1960	0.0	2.1960	1.4819
No log	0.2961	406	2.1145	0.0	2.1145	1.4541
No log	0.2976	408	1.5651	0.0	1.5651	1.2510
No log	0.2991	410	1.3440	0.0928	1.3440	1.1593
No log	0.3005	412	1.4403	0.0	1.4403	1.2001
No log	0.3020	414	1.7600	0.0	1.7600	1.3266
No log	0.3034	416	1.9248	0.0	1.9248	1.3874
No log	0.3049	418	1.7224	0.0	1.7224	1.3124
No log	0.3063	420	1.4154	0.0	1.4154	1.1897
No log	0.3078	422	1.0937	0.0928	1.0937	1.0458
No log	0.3093	424	0.9761	0.0884	0.9761	0.9880
No log	0.3107	426	1.0388	0.0884	1.0388	1.0192
No log	0.3122	428	1.3354	0.0	1.3354	1.1556
No log	0.3136	430	1.5692	0.0	1.5692	1.2527
No log	0.3151	432	1.5415	0.0	1.5415	1.2416
No log	0.3166	434	1.3230	-0.0097	1.3230	1.1502
No log	0.3180	436	1.3596	0.0	1.3596	1.1660
No log	0.3195	438	1.6272	0.0	1.6272	1.2756
No log	0.3209	440	1.6729	0.0	1.6729	1.2934
No log	0.3224	442	1.4912	0.0	1.4912	1.2212
No log	0.3239	444	1.2428	0.0928	1.2428	1.1148
No log	0.3253	446	1.2973	0.0928	1.2973	1.1390
No log	0.3268	448	1.6750	0.0	1.6750	1.2942
No log	0.3282	450	1.8162	0.0	1.8162	1.3477
No log	0.3297	452	1.7633	0.0	1.7633	1.3279
No log	0.3311	454	1.6154	0.0	1.6154	1.2710
No log	0.3326	456	1.3562	0.0	1.3562	1.1646
No log	0.3341	458	1.2591	0.0	1.2591	1.1221
No log	0.3355	460	1.0999	0.0884	1.0999	1.0487
No log	0.3370	462	1.2063	0.0928	1.2063	1.0983
No log	0.3384	464	1.5262	0.0	1.5262	1.2354
No log	0.3399	466	1.7343	0.0	1.7343	1.3169
No log	0.3414	468	1.7399	0.0	1.7399	1.3191
No log	0.3428	470	1.4571	0.0	1.4571	1.2071
No log	0.3443	472	1.1960	0.0	1.1960	1.0936
No log	0.3457	474	1.1078	0.0	1.1078	1.0525
No log	0.3472	476	1.1542	0.0	1.1542	1.0743
No log	0.3487	478	1.2612	0.0	1.2612	1.1230
No log	0.3501	480	1.1895	0.0966	1.1895	1.0906
No log	0.3516	482	1.2687	0.0928	1.2687	1.1264
No log	0.3530	484	1.3832	0.0	1.3832	1.1761
No log	0.3545	486	1.6692	0.0	1.6692	1.2920
No log	0.3559	488	1.6135	0.0	1.6135	1.2702
No log	0.3574	490	1.6032	0.0	1.6032	1.2662
No log	0.3589	492	1.8623	0.0	1.8623	1.3646
No log	0.3603	494	1.9510	0.0	1.9510	1.3968
No log	0.3618	496	1.5932	0.0	1.5932	1.2622
No log	0.3632	498	1.3016	0.0	1.3016	1.1409
0.3754	0.3647	500	1.0791	0.0966	1.0791	1.0388
0.3754	0.3662	502	1.0878	0.0966	1.0878	1.0430
0.3754	0.3676	504	1.1616	0.0928	1.1616	1.0778
0.3754	0.3691	506	1.3839	0.0	1.3839	1.1764
0.3754	0.3705	508	1.7970	0.0	1.7970	1.3405
0.3754	0.3720	510	2.1824	0.0	2.1824	1.4773
0.3754	0.3735	512	2.0537	0.0	2.0537	1.4331
0.3754	0.3749	514	1.6231	0.0	1.6231	1.2740
0.3754	0.3764	516	1.2217	0.0928	1.2217	1.1053
0.3754	0.3778	518	1.1058	0.0884	1.1058	1.0516
0.3754	0.3793	520	1.1960	0.0928	1.1960	1.0936
0.3754	0.3807	522	1.4754	0.0	1.4754	1.2147
0.3754	0.3822	524	1.6003	0.0	1.6003	1.2650
0.3754	0.3837	526	1.4501	0.0	1.4501	1.2042
0.3754	0.3851	528	1.4771	0.0	1.4771	1.2154
0.3754	0.3866	530	1.6537	0.0	1.6537	1.2860
0.3754	0.3880	532	1.5762	0.0	1.5762	1.2555
0.3754	0.3895	534	1.5182	0.0	1.5182	1.2322
0.3754	0.3910	536	1.5828	0.0	1.5828	1.2581
0.3754	0.3924	538	1.7163	0.0	1.7163	1.3101
0.3754	0.3939	540	1.5128	0.0	1.5128	1.2300
0.3754	0.3953	542	1.1661	0.0928	1.1661	1.0799
0.3754	0.3968	544	1.1013	0.0928	1.1013	1.0494
0.3754	0.3982	546	1.3122	-0.0097	1.3122	1.1455
0.3754	0.3997	548	1.7052	0.0	1.7052	1.3058
0.3754	0.4012	550	2.0028	0.0	2.0028	1.4152
0.3754	0.4026	552	1.8547	0.0	1.8547	1.3619
0.3754	0.4041	554	1.6292	0.0	1.6292	1.2764
0.3754	0.4055	556	1.6739	0.0	1.6739	1.2938
0.3754	0.4070	558	1.6500	0.0	1.6500	1.2845
0.3754	0.4085	560	1.5690	0.0	1.5690	1.2526
0.3754	0.4099	562	1.1579	0.0	1.1579	1.0761
0.3754	0.4114	564	1.1920	0.0	1.1920	1.0918
0.3754	0.4128	566	1.5319	0.0	1.5319	1.2377
0.3754	0.4143	568	1.5522	0.0	1.5522	1.2459
0.3754	0.4158	570	1.4910	0.0	1.4910	1.2211
0.3754	0.4172	572	1.5110	0.0	1.5110	1.2292
0.3754	0.4187	574	1.5648	0.0	1.5648	1.2509
0.3754	0.4201	576	1.4350	0.0	1.4350	1.1979
0.3754	0.4216	578	1.4018	0.0	1.4018	1.1840
0.3754	0.4230	580	1.4385	0.0	1.4385	1.1994
0.3754	0.4245	582	1.3644	0.0	1.3644	1.1681
0.3754	0.4260	584	1.4472	0.0	1.4472	1.2030
0.3754	0.4274	586	1.4198	0.0	1.4198	1.1916
0.3754	0.4289	588	1.1688	0.0928	1.1688	1.0811
0.3754	0.4303	590	1.0447	0.0884	1.0447	1.0221
0.3754	0.4318	592	1.0235	0.0884	1.0235	1.0117
0.3754	0.4333	594	1.1055	0.0884	1.1055	1.0514
0.3754	0.4347	596	1.3287	0.0	1.3287	1.1527
0.3754	0.4362	598	1.4797	0.0	1.4797	1.2164
0.3754	0.4376	600	1.4625	0.0	1.4625	1.2093
0.3754	0.4391	602	1.6987	0.0	1.6987	1.3034
0.3754	0.4406	604	1.5664	0.0	1.5664	1.2516
0.3754	0.4420	606	1.2631	0.0	1.2631	1.1239
0.3754	0.4435	608	0.9174	0.0833	0.9174	0.9578
0.3754	0.4449	610	0.6915	0.4660	0.6915	0.8315
0.3754	0.4464	612	0.6989	0.4660	0.6989	0.8360
0.3754	0.4478	614	0.9360	0.0833	0.9360	0.9675
0.3754	0.4493	616	1.3521	0.0	1.3521	1.1628
0.3754	0.4508	618	1.6067	0.0	1.6067	1.2675
0.3754	0.4522	620	1.6040	0.0	1.6040	1.2665
0.3754	0.4537	622	1.4245	0.0	1.4245	1.1935
0.3754	0.4551	624	1.2545	0.0	1.2545	1.1200
0.3754	0.4566	626	1.2700	0.0	1.2700	1.1269
0.3754	0.4581	628	1.2804	0.0	1.2804	1.1315
0.3754	0.4595	630	1.4581	0.0	1.4581	1.2075
0.3754	0.4610	632	1.6343	0.0	1.6343	1.2784
0.3754	0.4624	634	1.5681	0.0	1.5681	1.2522
0.3754	0.4639	636	1.3495	0.0928	1.3495	1.1617
0.3754	0.4654	638	1.4702	0.0928	1.4702	1.2125
0.3754	0.4668	640	1.8800	0.0	1.8800	1.3711
0.3754	0.4683	642	1.8058	0.0	1.8058	1.3438
0.3754	0.4697	644	1.6177	0.0	1.6177	1.2719
0.3754	0.4712	646	1.2423	0.0	1.2423	1.1146
0.3754	0.4726	648	1.0686	0.0928	1.0686	1.0337
0.3754	0.4741	650	1.2354	0.0966	1.2354	1.1115
0.3754	0.4756	652	1.5620	0.0	1.5620	1.2498
0.3754	0.4770	654	1.7191	0.0	1.7191	1.3111
0.3754	0.4785	656	1.5641	0.0	1.5641	1.2507
0.3754	0.4799	658	1.2718	0.0833	1.2718	1.1277
0.3754	0.4814	660	1.3474	0.0884	1.3474	1.1608
0.3754	0.4829	662	1.6264	0.0	1.6264	1.2753
0.3754	0.4843	664	2.0561	0.0	2.0561	1.4339
0.3754	0.4858	666	2.1401	0.0	2.1401	1.4629
0.3754	0.4872	668	1.8416	0.0	1.8416	1.3571
0.3754	0.4887	670	1.4316	0.0	1.4316	1.1965
0.3754	0.4902	672	1.1913	0.0	1.1913	1.0915
0.3754	0.4916	674	0.9078	0.0704	0.9078	0.9528
0.3754	0.4931	676	0.7921	0.0	0.7921	0.8900
0.3754	0.4945	678	0.8093	0.0	0.8093	0.8996
0.3754	0.4960	680	0.9469	0.0833	0.9469	0.9731
0.3754	0.4974	682	1.2277	0.0	1.2277	1.1080
0.3754	0.4989	684	1.3653	0.0	1.3653	1.1685
0.3754	0.5004	686	1.3401	0.0	1.3401	1.1576
0.3754	0.5018	688	1.3487	0.0	1.3487	1.1614
0.3754	0.5033	690	1.3462	0.0928	1.3462	1.1603
0.3754	0.5047	692	1.5136	-0.0097	1.5136	1.2303
0.3754	0.5062	694	1.7840	0.0	1.7840	1.3357
0.3754	0.5077	696	1.8116	0.0	1.8116	1.3460
0.3754	0.5091	698	1.5975	0.0	1.5975	1.2639
0.3754	0.5106	700	1.4786	0.0	1.4786	1.2160
0.3754	0.5120	702	1.3965	0.0	1.3965	1.1817
0.3754	0.5135	704	1.3022	0.0966	1.3022	1.1411
0.3754	0.5150	706	1.3521	0.0	1.3521	1.1628
0.3754	0.5164	708	1.6111	0.0	1.6111	1.2693
0.3754	0.5179	710	1.6988	0.0	1.6988	1.3034
0.3754	0.5193	712	1.4909	0.0	1.4909	1.2210
0.3754	0.5208	714	1.1566	0.0884	1.1566	1.0754
0.3754	0.5222	716	1.0461	0.0833	1.0461	1.0228
0.3754	0.5237	718	1.0560	0.0833	1.0560	1.0276
0.3754	0.5252	720	1.2427	0.0966	1.2427	1.1148
0.3754	0.5266	722	1.5246	0.0	1.5246	1.2348
0.3754	0.5281	724	1.4785	0.0	1.4785	1.2159
0.3754	0.5295	726	1.1570	0.0833	1.1570	1.0757
0.3754	0.5310	728	0.8825	0.0704	0.8825	0.9394
0.3754	0.5325	730	0.8913	0.0704	0.8913	0.9441
0.3754	0.5339	732	1.1658	0.0833	1.1658	1.0797
0.3754	0.5354	734	1.7281	0.0	1.7281	1.3146
0.3754	0.5368	736	1.9039	0.0	1.9039	1.3798
0.3754	0.5383	738	1.7733	0.0	1.7733	1.3317
0.3754	0.5398	740	1.4604	0.0	1.4604	1.2085
0.3754	0.5412	742	1.1229	0.0	1.1229	1.0597
0.3754	0.5427	744	0.9994	0.0884	0.9994	0.9997
0.3754	0.5441	746	1.0787	0.0884	1.0787	1.0386
0.3754	0.5456	748	1.3661	0.0	1.3661	1.1688
0.3754	0.5470	750	1.7098	0.0	1.7098	1.3076
0.3754	0.5485	752	1.7584	0.0	1.7584	1.3260
0.3754	0.5500	754	1.5118	0.0	1.5118	1.2296
0.3754	0.5514	756	1.5104	0.0	1.5104	1.2290
0.3754	0.5529	758	1.6011	0.0	1.6011	1.2653
0.3754	0.5543	760	1.4915	0.0	1.4915	1.2213
0.3754	0.5558	762	1.2579	0.0	1.2579	1.1215
0.3754	0.5573	764	1.1066	0.0928	1.1066	1.0519
0.3754	0.5587	766	1.0909	0.0884	1.0909	1.0445
0.3754	0.5602	768	1.2779	0.0	1.2779	1.1304
0.3754	0.5616	770	1.4513	0.0	1.4513	1.2047
0.3754	0.5631	772	1.3952	0.0	1.3952	1.1812
0.3754	0.5646	774	1.4381	0.0	1.4381	1.1992
0.3754	0.5660	776	1.3350	0.0	1.3350	1.1554
0.3754	0.5675	778	1.2579	0.0	1.2579	1.1216
0.3754	0.5689	780	1.3774	0.0	1.3774	1.1736
0.3754	0.5704	782	1.3779	0.0	1.3779	1.1738
0.3754	0.5718	784	1.2933	0.0	1.2933	1.1372
0.3754	0.5733	786	1.3583	0.0	1.3583	1.1655
0.3754	0.5748	788	1.4535	0.0	1.4535	1.2056
0.3754	0.5762	790	1.5403	0.0	1.5403	1.2411
0.3754	0.5777	792	1.4175	0.0	1.4175	1.1906
0.3754	0.5791	794	1.2167	0.0	1.2167	1.1030
0.3754	0.5806	796	1.1471	0.0966	1.1471	1.0710
0.3754	0.5821	798	1.1881	0.0	1.1881	1.0900
0.3754	0.5835	800	1.3274	0.0	1.3274	1.1521
0.3754	0.5850	802	1.4586	0.0	1.4586	1.2077
0.3754	0.5864	804	1.3580	0.0	1.3580	1.1653
0.3754	0.5879	806	1.0997	0.0833	1.0997	1.0487
0.3754	0.5894	808	1.0292	0.0774	1.0292	1.0145
0.3754	0.5908	810	1.2235	0.0884	1.2235	1.1061
0.3754	0.5923	812	1.6105	0.0	1.6105	1.2691
0.3754	0.5937	814	1.7082	0.0	1.7082	1.3070
0.3754	0.5952	816	1.6122	0.0	1.6122	1.2697
0.3754	0.5966	818	1.4132	0.0	1.4132	1.1888
0.3754	0.5981	820	1.2664	0.0	1.2664	1.1254
0.3754	0.5996	822	1.1347	0.0928	1.1347	1.0652
0.3754	0.6010	824	0.9957	0.0833	0.9957	0.9978
0.3754	0.6025	826	1.0737	0.0884	1.0737	1.0362
0.3754	0.6039	828	1.3647	0.0	1.3647	1.1682
0.3754	0.6054	830	1.4661	0.0	1.4661	1.2108
0.3754	0.6069	832	1.3181	0.0	1.3181	1.1481
0.3754	0.6083	834	1.2381	0.0	1.2381	1.1127
0.3754	0.6098	836	1.1578	0.0928	1.1578	1.0760
0.3754	0.6112	838	1.2807	-0.0097	1.2807	1.1317
0.3754	0.6127	840	1.3555	0.0	1.3555	1.1643
0.3754	0.6142	842	1.3168	0.0	1.3168	1.1475
0.3754	0.6156	844	1.3955	0.0	1.3955	1.1813
0.3754	0.6171	846	1.2561	0.0	1.2561	1.1208
0.3754	0.6185	848	1.1614	0.0884	1.1614	1.0777
0.3754	0.6200	850	1.0486	0.0833	1.0486	1.0240
0.3754	0.6214	852	1.0144	0.0833	1.0144	1.0072
0.3754	0.6229	854	1.0463	0.0833	1.0463	1.0229
0.3754	0.6244	856	1.2572	0.0884	1.2572	1.1212
0.3754	0.6258	858	1.4852	0.0	1.4852	1.2187
0.3754	0.6273	860	1.6138	0.0	1.6138	1.2703
0.3754	0.6287	862	1.5260	0.0	1.5260	1.2353
0.3754	0.6302	864	1.2951	0.0	1.2951	1.1380
0.3754	0.6317	866	1.0287	0.0833	1.0287	1.0142
0.3754	0.6331	868	1.0423	0.0833	1.0423	1.0210
0.3754	0.6346	870	1.2505	0.0	1.2505	1.1182
0.3754	0.6360	872	1.3977	0.0	1.3977	1.1822
0.3754	0.6375	874	1.3854	0.0	1.3854	1.1770
0.3754	0.6389	876	1.0348	0.0833	1.0348	1.0172
0.3754	0.6404	878	0.8954	0.0704	0.8954	0.9462
0.3754	0.6419	880	1.0999	0.0833	1.0999	1.0487
0.3754	0.6433	882	1.5408	0.0	1.5408	1.2413
0.3754	0.6448	884	1.7413	0.0	1.7413	1.3196
0.3754	0.6462	886	1.5506	0.0	1.5506	1.2452
0.3754	0.6477	888	1.2251	0.0966	1.2251	1.1069
0.3754	0.6492	890	1.0830	0.0833	1.0830	1.0407
0.3754	0.6506	892	1.1922	0.0966	1.1922	1.0919
0.3754	0.6521	894	1.2540	0.0966	1.2540	1.1198
0.3754	0.6535	896	1.0863	0.0884	1.0863	1.0423
0.3754	0.6550	898	1.0308	0.0774	1.0308	1.0153
0.3754	0.6565	900	1.1145	0.0833	1.1145	1.0557
0.3754	0.6579	902	1.3980	0.0928	1.3980	1.1824
0.3754	0.6594	904	1.7652	0.0	1.7652	1.3286
0.3754	0.6608	906	1.6797	0.0	1.6797	1.2960
0.3754	0.6623	908	1.4693	-0.0097	1.4693	1.2121
0.3754	0.6637	910	1.2909	0.0884	1.2909	1.1362
0.3754	0.6652	912	1.2672	0.0928	1.2672	1.1257
0.3754	0.6667	914	1.2611	0.0	1.2611	1.1230
0.3754	0.6681	916	1.2516	0.0	1.2516	1.1187
0.3754	0.6696	918	1.2843	0.0	1.2843	1.1333
0.3754	0.6710	920	1.2412	0.0928	1.2412	1.1141
0.3754	0.6725	922	1.1291	0.0884	1.1291	1.0626
0.3754	0.6740	924	1.0503	0.0833	1.0503	1.0248
0.3754	0.6754	926	1.1803	0.0884	1.1803	1.0864
0.3754	0.6769	928	1.1919	0.0884	1.1919	1.0917
0.3754	0.6783	930	1.2610	0.0884	1.2610	1.1229
0.3754	0.6798	932	1.3709	0.0	1.3709	1.1708
0.3754	0.6813	934	1.3496	0.0	1.3496	1.1617
0.3754	0.6827	936	1.3478	0.0	1.3478	1.1610
0.3754	0.6842	938	1.1392	0.0928	1.1392	1.0673
0.3754	0.6856	940	1.0099	0.0833	1.0099	1.0049
0.3754	0.6871	942	1.1342	0.0884	1.1342	1.0650
0.3754	0.6885	944	1.2719	0.0928	1.2719	1.1278
0.3754	0.6900	946	1.5455	0.0	1.5455	1.2432
0.3754	0.6915	948	1.4562	0.0966	1.4562	1.2067
0.3754	0.6929	950	1.3575	0.0966	1.3575	1.1651
0.3754	0.6944	952	1.0996	0.0833	1.0996	1.0486
0.3754	0.6958	954	1.0863	0.0833	1.0863	1.0423
0.3754	0.6973	956	1.2024	0.0928	1.2024	1.0966
0.3754	0.6988	958	1.4284	0.0	1.4284	1.1952
0.3754	0.7002	960	1.5306	0.0	1.5306	1.2372
0.3754	0.7017	962	1.3479	0.0966	1.3479	1.1610
0.3754	0.7031	964	1.1222	0.0833	1.1222	1.0593
0.3754	0.7046	966	1.1528	0.0928	1.1528	1.0737
0.3754	0.7061	968	1.1833	0.0966	1.1833	1.0878
0.3754	0.7075	970	1.0078	0.0833	1.0078	1.0039
0.3754	0.7090	972	0.9164	0.0774	0.9164	0.9573
0.3754	0.7104	974	0.8268	-0.1748	0.8268	0.9093
0.3754	0.7119	976	0.8625	0.0620	0.8625	0.9287
0.3754	0.7133	978	1.1665	0.0884	1.1665	1.0800
0.3754	0.7148	980	1.8233	0.0	1.8233	1.3503
0.3754	0.7163	982	2.1410	0.0	2.1410	1.4632
0.3754	0.7177	984	2.0728	0.0	2.0728	1.4397
0.3754	0.7192	986	1.7860	0.0	1.7860	1.3364
0.3754	0.7206	988	1.4473	0.0966	1.4473	1.2030
0.3754	0.7221	990	1.3159	0.0966	1.3159	1.1471
0.3754	0.7236	992	1.1852	0.0966	1.1852	1.0887
0.3754	0.7250	994	1.0567	0.0928	1.0567	1.0279
0.3754	0.7265	996	0.9795	0.0833	0.9795	0.9897
0.3754	0.7279	998	0.9458	0.0774	0.9458	0.9725
0.1477	0.7294	1000	0.9806	0.0833	0.9806	0.9903
0.1477	0.7309	1002	1.1078	0.0928	1.1078	1.0525
0.1477	0.7323	1004	1.1228	0.0884	1.1228	1.0596
0.1477	0.7338	1006	1.1837	0.0884	1.1837	1.0880
0.1477	0.7352	1008	1.5059	0.0	1.5059	1.2271
0.1477	0.7367	1010	1.5732	0.0	1.5732	1.2543
0.1477	0.7381	1012	1.4565	0.0928	1.4565	1.2068
0.1477	0.7396	1014	1.3027	0.0928	1.3027	1.1414
0.1477	0.7411	1016	1.1185	0.0884	1.1185	1.0576
0.1477	0.7425	1018	1.1155	0.0884	1.1155	1.0562
0.1477	0.7440	1020	1.2386	0.0928	1.2386	1.1129
0.1477	0.7454	1022	1.4493	0.0	1.4493	1.2038
0.1477	0.7469	1024	1.4590	0.0	1.4590	1.2079
0.1477	0.7484	1026	1.1813	0.0928	1.1813	1.0869
0.1477	0.7498	1028	0.9737	0.0774	0.9737	0.9867
0.1477	0.7513	1030	0.9688	0.0774	0.9688	0.9843
0.1477	0.7527	1032	1.1754	0.0928	1.1754	1.0842
0.1477	0.7542	1034	1.5262	0.0	1.5262	1.2354
0.1477	0.7557	1036	1.5959	0.0	1.5959	1.2633
0.1477	0.7571	1038	1.3323	0.0928	1.3323	1.1542
0.1477	0.7586	1040	0.9447	0.0704	0.9447	0.9720
0.1477	0.7600	1042	0.8791	0.0704	0.8791	0.9376
0.1477	0.7615	1044	1.0775	0.0884	1.0775	1.0380
0.1477	0.7629	1046	1.4257	0.0928	1.4257	1.1940
0.1477	0.7644	1048	1.3877	0.0928	1.3877	1.1780
0.1477	0.7659	1050	1.2016	0.0928	1.2016	1.0962
0.1477	0.7673	1052	1.0234	0.0833	1.0234	1.0116
0.1477	0.7688	1054	0.9831	0.0833	0.9831	0.9915
0.1477	0.7702	1056	1.0597	0.0833	1.0597	1.0294
0.1477	0.7717	1058	1.2303	0.0928	1.2303	1.1092
0.1477	0.7732	1060	1.2940	0.0928	1.2940	1.1375
0.1477	0.7746	1062	1.1750	0.0884	1.1750	1.0840
0.1477	0.7761	1064	1.0910	0.0833	1.0910	1.0445
0.1477	0.7775	1066	1.1369	0.0884	1.1369	1.0662
0.1477	0.7790	1068	1.2125	0.0928	1.2125	1.1011
0.1477	0.7805	1070	1.1393	0.0928	1.1393	1.0674
0.1477	0.7819	1072	1.0819	0.0833	1.0819	1.0401
0.1477	0.7834	1074	1.2501	0.0928	1.2501	1.1181
0.1477	0.7848	1076	1.3485	0.0928	1.3485	1.1612
0.1477	0.7863	1078	1.2260	0.0928	1.2260	1.1073
0.1477	0.7877	1080	1.1113	0.0833	1.1113	1.0542
0.1477	0.7892	1082	0.9382	0.0704	0.9382	0.9686
0.1477	0.7907	1084	0.9680	0.0704	0.9680	0.9839
0.1477	0.7921	1086	1.1976	0.0833	1.1976	1.0943
0.1477	0.7936	1088	1.4393	0.0928	1.4393	1.1997
0.1477	0.7950	1090	1.3769	-0.0097	1.3769	1.1734
0.1477	0.7965	1092	1.3237	0.0928	1.3237	1.1505
0.1477	0.7980	1094	1.0989	0.0884	1.0989	1.0483
0.1477	0.7994	1096	0.8537	0.0704	0.8537	0.9239
0.1477	0.8009	1098	0.8244	0.0620	0.8244	0.9080
0.1477	0.8023	1100	0.9464	0.0704	0.9464	0.9729
0.1477	0.8038	1102	1.2341	0.0928	1.2341	1.1109
0.1477	0.8053	1104	1.2694	0.0928	1.2694	1.1267
0.1477	0.8067	1106	1.0721	0.0884	1.0721	1.0354
0.1477	0.8082	1108	1.0615	0.0884	1.0615	1.0303
0.1477	0.8096	1110	1.2979	0.0928	1.2979	1.1393
0.1477	0.8111	1112	1.4978	0.0	1.4978	1.2238
0.1477	0.8125	1114	1.4131	0.0	1.4131	1.1887
0.1477	0.8140	1116	1.1790	0.0928	1.1790	1.0858
0.1477	0.8155	1118	1.0100	0.0884	1.0100	1.0050
0.1477	0.8169	1120	0.9686	0.0704	0.9686	0.9842
0.1477	0.8184	1122	1.0579	0.0884	1.0579	1.0286
0.1477	0.8198	1124	1.2346	0.0928	1.2346	1.1111
0.1477	0.8213	1126	1.2638	0.0928	1.2638	1.1242
0.1477	0.8228	1128	1.3600	0.0928	1.3600	1.1662
0.1477	0.8242	1130	1.3636	0.0966	1.3636	1.1677
0.1477	0.8257	1132	1.3521	0.0	1.3521	1.1628
0.1477	0.8271	1134	1.1358	0.0928	1.1358	1.0658
0.1477	0.8286	1136	0.9013	0.0704	0.9013	0.9494
0.1477	0.8301	1138	0.8861	0.0704	0.8861	0.9413
0.1477	0.8315	1140	0.9278	0.0833	0.9278	0.9632
0.1477	0.8330	1142	0.9841	0.0833	0.9841	0.9920
0.1477	0.8344	1144	1.1351	0.0884	1.1351	1.0654
0.1477	0.8359	1146	1.5309	0.0	1.5309	1.2373
0.1477	0.8373	1148	1.7242	0.0	1.7242	1.3131
0.1477	0.8388	1150	1.5791	0.0	1.5791	1.2566
0.1477	0.8403	1152	1.2335	0.0884	1.2335	1.1106
0.1477	0.8417	1154	1.1413	0.0833	1.1413	1.0683
0.1477	0.8432	1156	1.2414	0.0884	1.2414	1.1142
0.1477	0.8446	1158	1.3654	0.0	1.3654	1.1685
0.1477	0.8461	1160	1.2597	0.0966	1.2597	1.1224
0.1477	0.8476	1162	1.0406	0.0833	1.0406	1.0201
0.1477	0.8490	1164	0.9330	0.0833	0.9330	0.9659
0.1477	0.8505	1166	0.9348	0.0833	0.9348	0.9669
0.1477	0.8519	1168	1.0405	0.0833	1.0405	1.0200
0.1477	0.8534	1170	1.2293	0.0884	1.2293	1.1088
0.1477	0.8549	1172	1.3914	0.0928	1.3914	1.1796
0.1477	0.8563	1174	1.6156	0.0	1.6156	1.2711
0.1477	0.8578	1176	1.5658	0.0928	1.5658	1.2513
0.1477	0.8592	1178	1.2589	0.0833	1.2589	1.1220
0.1477	0.8607	1180	1.1195	0.0833	1.1195	1.0581
0.1477	0.8621	1182	1.2592	0.0884	1.2592	1.1221
0.1477	0.8636	1184	1.5518	0.0	1.5518	1.2457
0.1477	0.8651	1186	1.6306	0.0	1.6306	1.2770
0.1477	0.8665	1188	1.4766	0.0	1.4766	1.2151
0.1477	0.8680	1190	1.2196	0.0884	1.2196	1.1044
0.1477	0.8694	1192	0.9916	0.0833	0.9916	0.9958
0.1477	0.8709	1194	0.9154	0.0704	0.9154	0.9568
0.1477	0.8724	1196	0.9414	0.0704	0.9414	0.9703
0.1477	0.8738	1198	1.0414	0.0833	1.0414	1.0205
0.1477	0.8753	1200	1.2156	0.0884	1.2156	1.1025
0.1477	0.8767	1202	1.3893	-0.0097	1.3893	1.1787
0.1477	0.8782	1204	1.4397	-0.0097	1.4397	1.1999
0.1477	0.8796	1206	1.3686	0.0928	1.3686	1.1699
0.1477	0.8811	1208	1.1426	0.0833	1.1426	1.0689
0.1477	0.8826	1210	1.1037	0.0833	1.1037	1.0506
0.1477	0.8840	1212	1.0611	0.0833	1.0611	1.0301
0.1477	0.8855	1214	1.1464	0.0833	1.1464	1.0707
0.1477	0.8869	1216	1.1464	0.0884	1.1464	1.0707
0.1477	0.8884	1218	1.1718	0.0884	1.1718	1.0825
0.1477	0.8899	1220	1.1067	0.0884	1.1067	1.0520
0.1477	0.8913	1222	0.9320	0.0774	0.9320	0.9654
0.1477	0.8928	1224	0.8144	0.0620	0.8144	0.9025
0.1477	0.8942	1226	0.7832	0.0620	0.7832	0.8850
0.1477	0.8957	1228	0.8527	0.0704	0.8527	0.9234
0.1477	0.8972	1230	1.0598	0.0833	1.0598	1.0295
0.1477	0.8986	1232	1.4013	0.0	1.4013	1.1838
0.1477	0.9001	1234	1.5585	0.0	1.5585	1.2484
0.1477	0.9015	1236	1.4956	0.0	1.4956	1.2230
0.1477	0.9030	1238	1.3319	0.0884	1.3319	1.1541
0.1477	0.9044	1240	1.0549	0.0833	1.0549	1.0271
0.1477	0.9059	1242	1.0039	0.0833	1.0039	1.0020
0.1477	0.9074	1244	1.0659	0.0833	1.0659	1.0324
0.1477	0.9088	1246	1.3435	0.0928	1.3435	1.1591
0.1477	0.9103	1248	1.4746	0.0	1.4746	1.2143
0.1477	0.9117	1250	1.3787	0.0966	1.3787	1.1742
0.1477	0.9132	1252	1.1713	0.0833	1.1713	1.0823
0.1477	0.9147	1254	1.0936	0.0833	1.0936	1.0457
0.1477	0.9161	1256	1.0668	0.0833	1.0668	1.0328
0.1477	0.9176	1258	1.0456	0.0833	1.0456	1.0225
0.1477	0.9190	1260	1.1496	0.0833	1.1496	1.0722
0.1477	0.9205	1262	1.3459	0.0	1.3459	1.1601
0.1477	0.9220	1264	1.4530	0.0	1.4530	1.2054
0.1477	0.9234	1266	1.3579	0.0	1.3579	1.1653
0.1477	0.9249	1268	1.1281	0.0833	1.1281	1.0621
0.1477	0.9263	1270	0.9329	-0.1085	0.9329	0.9658
0.1477	0.9278	1272	0.9132	-0.1379	0.9132	0.9556
0.1477	0.9292	1274	1.0372	0.0833	1.0372	1.0184
0.1477	0.9307	1276	1.2818	0.0833	1.2818	1.1322
0.1477	0.9322	1278	1.3133	0.0884	1.3133	1.1460
0.1477	0.9336	1280	1.1438	0.0833	1.1438	1.0695
0.1477	0.9351	1282	1.1371	0.0833	1.1371	1.0664
0.1477	0.9365	1284	1.1058	0.0833	1.1058	1.0516
0.1477	0.9380	1286	1.1055	0.0833	1.1055	1.0514
0.1477	0.9395	1288	1.0404	0.0833	1.0404	1.0200
0.1477	0.9409	1290	1.1158	0.0833	1.1158	1.0563
0.1477	0.9424	1292	1.0667	0.0833	1.0667	1.0328
0.1477	0.9438	1294	1.1174	0.0833	1.1174	1.0571
0.1477	0.9453	1296	1.2809	0.0833	1.2809	1.1318
0.1477	0.9468	1298	1.3096	0.0884	1.3096	1.1444
0.1477	0.9482	1300	1.1922	0.0833	1.1922	1.0919
0.1477	0.9497	1302	1.1329	0.0833	1.1329	1.0644
0.1477	0.9511	1304	1.1772	0.0833	1.1772	1.0850
0.1477	0.9526	1306	1.2459	0.0884	1.2459	1.1162
0.1477	0.9540	1308	1.1634	0.0833	1.1634	1.0786
0.1477	0.9555	1310	1.1409	0.0833	1.1409	1.0681
0.1477	0.9570	1312	1.0499	0.0833	1.0499	1.0247
0.1477	0.9584	1314	1.0030	0.0833	1.0030	1.0015
0.1477	0.9599	1316	0.8697	0.0620	0.8697	0.9326
0.1477	0.9613	1318	0.9283	0.0774	0.9283	0.9635
0.1477	0.9628	1320	1.0883	0.0833	1.0883	1.0432
0.1477	0.9643	1322	1.3135	0.0928	1.3135	1.1461
0.1477	0.9657	1324	1.3394	0.0	1.3394	1.1573
0.1477	0.9672	1326	1.1134	0.0884	1.1134	1.0552
0.1477	0.9686	1328	0.8694	0.0704	0.8694	0.9324
0.1477	0.9701	1330	0.8923	0.0774	0.8923	0.9446
0.1477	0.9716	1332	1.0728	0.0884	1.0728	1.0358
0.1477	0.9730	1334	1.2009	0.0884	1.2009	1.0958
0.1477	0.9745	1336	1.3391	0.0884	1.3391	1.1572
0.1477	0.9759	1338	1.5230	-0.0097	1.5230	1.2341
0.1477	0.9774	1340	1.3860	-0.0331	1.3860	1.1773
0.1477	0.9788	1342	1.2879	-0.0331	1.2879	1.1349
0.1477	0.9803	1344	1.1568	0.0833	1.1568	1.0755
0.1477	0.9818	1346	1.2280	-0.0206	1.2280	1.1082
0.1477	0.9832	1348	1.3358	0.0	1.3358	1.1558
0.1477	0.9847	1350	1.2893	0.0	1.2893	1.1355
0.1477	0.9861	1352	1.1614	-0.0206	1.1614	1.0777
0.1477	0.9876	1354	1.0221	0.0774	1.0221	1.0110
0.1477	0.9891	1356	1.0506	0.0774	1.0506	1.0250
0.1477	0.9905	1358	1.2836	-0.0206	1.2836	1.1330
0.1477	0.9920	1360	1.6334	0.0	1.6334	1.2781
0.1477	0.9934	1362	1.7094	0.0	1.7094	1.3075
0.1477	0.9949	1364	1.5380	0.0	1.5380	1.2402
0.1477	0.9964	1366	1.1722	0.0833	1.1722	1.0827
0.1477	0.9978	1368	1.0279	0.0774	1.0279	1.0138
0.1477	0.9993	1370	1.0998	0.0833	1.0998	1.0487
0.1477	1.0007	1372	1.3504	0.0	1.3504	1.1621
0.1477	1.0022	1374	1.4347	0.0	1.4347	1.1978
0.1477	1.0036	1376	1.2981	0.0	1.2981	1.1393
0.1477	1.0051	1378	1.0284	0.0833	1.0284	1.0141
0.1477	1.0066	1380	0.9218	0.0704	0.9218	0.9601
0.1477	1.0080	1382	0.9651	0.0774	0.9651	0.9824
0.1477	1.0095	1384	1.1182	0.0833	1.1182	1.0575
0.1477	1.0109	1386	1.3246	0.0	1.3246	1.1509
0.1477	1.0124	1388	1.3992	0.0	1.3992	1.1829
0.1477	1.0139	1390	1.2893	-0.0097	1.2893	1.1355
0.1477	1.0153	1392	1.0484	0.0833	1.0484	1.0239
0.1477	1.0168	1394	0.9768	0.0704	0.9768	0.9883
0.1477	1.0182	1396	1.0565	0.0833	1.0565	1.0279
0.1477	1.0197	1398	1.3094	0.0928	1.3094	1.1443
0.1477	1.0212	1400	1.4831	0.0	1.4831	1.2178
0.1477	1.0226	1402	1.6443	0.0	1.6443	1.2823
0.1477	1.0241	1404	1.5207	0.0	1.5207	1.2331
0.1477	1.0255	1406	1.1897	0.0833	1.1897	1.0907
0.1477	1.0270	1408	0.9880	0.0833	0.9880	0.9940
0.1477	1.0284	1410	0.9356	0.0620	0.9356	0.9673
0.1477	1.0299	1412	1.0608	0.0833	1.0608	1.0300
0.1477	1.0314	1414	1.2626	0.0928	1.2626	1.1236
0.1477	1.0328	1416	1.2610	0.0928	1.2610	1.1229
0.1477	1.0343	1418	1.0910	0.0833	1.0910	1.0445
0.1477	1.0357	1420	0.9832	0.0704	0.9832	0.9916
0.1477	1.0372	1422	0.9768	0.0704	0.9768	0.9883
0.1477	1.0387	1424	1.1223	0.0833	1.1223	1.0594
0.1477	1.0401	1426	1.4132	-0.0097	1.4132	1.1888
0.1477	1.0416	1428	1.6247	0.0	1.6247	1.2746
0.1477	1.0430	1430	1.5789	0.0	1.5789	1.2565
0.1477	1.0445	1432	1.3542	-0.0097	1.3542	1.1637
0.1477	1.0460	1434	1.1258	0.0833	1.1258	1.0611
0.1477	1.0474	1436	1.0627	0.0833	1.0627	1.0309
0.1477	1.0489	1438	1.1344	0.0833	1.1344	1.0651
0.1477	1.0503	1440	1.2448	-0.0206	1.2448	1.1157
0.1477	1.0518	1442	1.1871	0.0833	1.1871	1.0895
0.1477	1.0532	1444	1.1686	0.0833	1.1686	1.0810
0.1477	1.0547	1446	1.2477	0.0833	1.2477	1.1170
0.1477	1.0562	1448	1.4009	-0.0097	1.4009	1.1836
0.1477	1.0576	1450	1.3636	0.0884	1.3636	1.1677
0.1477	1.0591	1452	1.1660	0.0833	1.1660	1.0798
0.1477	1.0605	1454	1.0762	0.0833	1.0762	1.0374
0.1477	1.0620	1456	1.0526	0.0833	1.0526	1.0259
0.1477	1.0635	1458	1.1980	0.0833	1.1980	1.0945
0.1477	1.0649	1460	1.2462	0.0833	1.2462	1.1163
0.1477	1.0664	1462	1.1138	0.0833	1.1138	1.0554
0.1477	1.0678	1464	0.9930	0.0704	0.9930	0.9965
0.1477	1.0693	1466	0.9977	0.0833	0.9977	0.9988
0.1477	1.0708	1468	1.0162	0.0833	1.0162	1.0080
0.1477	1.0722	1470	0.9804	0.0833	0.9804	0.9902
0.1477	1.0737	1472	0.9449	0.0774	0.9449	0.9721
0.1477	1.0751	1474	0.9652	0.0833	0.9652	0.9825
0.1477	1.0766	1476	1.0811	0.0833	1.0811	1.0398
0.1477	1.0780	1478	1.1902	0.0833	1.1902	1.0910
0.1477	1.0795	1480	1.3135	-0.0206	1.3135	1.1461
0.1477	1.0810	1482	1.3884	0.0	1.3884	1.1783
0.1477	1.0824	1484	1.2650	-0.0097	1.2650	1.1247
0.1477	1.0839	1486	1.0894	0.0833	1.0894	1.0438
0.1477	1.0853	1488	0.9343	0.0774	0.9343	0.9666
0.1477	1.0868	1490	0.9141	0.0774	0.9141	0.9561
0.1477	1.0883	1492	1.0091	0.0833	1.0091	1.0046
0.1477	1.0897	1494	1.1529	0.0884	1.1529	1.0737
0.1477	1.0912	1496	1.2123	0.0928	1.2123	1.1010
0.1477	1.0926	1498	1.2684	0.0928	1.2684	1.1262
0.1093	1.0941	1500	1.2128	0.0884	1.2128	1.1013
0.1093	1.0956	1502	1.0679	0.0833	1.0679	1.0334
0.1093	1.0970	1504	0.9487	0.0774	0.9487	0.9740
0.1093	1.0985	1506	0.9455	0.0774	0.9455	0.9724
0.1093	1.0999	1508	1.0417	0.0774	1.0417	1.0206
0.1093	1.1014	1510	1.2345	0.0833	1.2345	1.1111
0.1093	1.1028	1512	1.2510	0.0833	1.2510	1.1185
0.1093	1.1043	1514	1.1231	0.0833	1.1231	1.0598
0.1093	1.1058	1516	1.0306	0.0833	1.0306	1.0152
0.1093	1.1072	1518	0.9308	0.0704	0.9308	0.9648
0.1093	1.1087	1520	0.9603	0.0774	0.9603	0.9799
0.1093	1.1101	1522	1.1121	0.0833	1.1121	1.0546
0.1093	1.1116	1524	1.3397	0.0884	1.3397	1.1575
0.1093	1.1131	1526	1.3803	0.0928	1.3803	1.1748
0.1093	1.1145	1528	1.2563	0.0884	1.2563	1.1209
0.1093	1.1160	1530	1.0372	0.0833	1.0372	1.0184
0.1093	1.1174	1532	0.9438	0.0704	0.9438	0.9715
0.1093	1.1189	1534	0.9059	0.0704	0.9059	0.9518
0.1093	1.1204	1536	0.9294	0.0704	0.9294	0.9641
0.1093	1.1218	1538	0.9899	0.0833	0.9899	0.9949
0.1093	1.1233	1540	1.0667	0.0833	1.0667	1.0328
0.1093	1.1247	1542	1.1438	0.0833	1.1438	1.0695
0.1093	1.1262	1544	1.1154	0.0833	1.1154	1.0561
0.1093	1.1276	1546	1.1758	0.0833	1.1758	1.0843
0.1093	1.1291	1548	1.2996	0.0833	1.2996	1.1400
0.1093	1.1306	1550	1.2260	0.0833	1.2260	1.1072
0.1093	1.1320	1552	1.0912	0.0833	1.0912	1.0446
0.1093	1.1335	1554	1.0926	0.0833	1.0926	1.0453
0.1093	1.1349	1556	1.0717	0.0833	1.0717	1.0352
0.1093	1.1364	1558	1.0169	0.0774	1.0169	1.0084
0.1093	1.1379	1560	0.9989	0.0774	0.9989	0.9995
0.1093	1.1393	1562	1.0448	0.0774	1.0448	1.0222
0.1093	1.1408	1564	1.1055	0.0833	1.1055	1.0514
0.1093	1.1422	1566	1.0954	0.0774	1.0954	1.0466
0.1093	1.1437	1568	1.0612	0.0774	1.0612	1.0301
0.1093	1.1451	1570	1.1093	0.0774	1.1093	1.0532
0.1093	1.1466	1572	1.1398	0.0774	1.1398	1.0676
0.1093	1.1481	1574	1.2309	0.0833	1.2309	1.1095
0.1093	1.1495	1576	1.4045	-0.0206	1.4045	1.1851
0.1093	1.1510	1578	1.4862	-0.0097	1.4862	1.2191
0.1093	1.1524	1580	1.3761	-0.0331	1.3761	1.1731
0.1093	1.1539	1582	1.1304	0.0774	1.1304	1.0632
0.1093	1.1554	1584	1.0396	-0.0845	1.0396	1.0196
0.1093	1.1568	1586	1.0182	-0.0845	1.0182	1.0091
0.1093	1.1583	1588	1.0449	0.0774	1.0449	1.0222
0.1093	1.1597	1590	1.0683	0.0774	1.0683	1.0336
0.1093	1.1612	1592	1.1195	0.0833	1.1195	1.0580
0.1093	1.1627	1594	1.1622	0.0833	1.1622	1.0780
0.1093	1.1641	1596	1.1685	0.0833	1.1685	1.0810
0.1093	1.1656	1598	1.1533	0.0833	1.1533	1.0739
0.1093	1.1670	1600	1.1738	0.0833	1.1738	1.0834
0.1093	1.1685	1602	1.3152	-0.0331	1.3152	1.1468
0.1093	1.1699	1604	1.2880	-0.0206	1.2880	1.1349
0.1093	1.1714	1606	1.0849	0.0833	1.0849	1.0416
0.1093	1.1729	1608	0.8945	-0.3276	0.8945	0.9458
0.1093	1.1743	1610	0.8963	-0.3276	0.8963	0.9467
0.1093	1.1758	1612	1.0361	0.0833	1.0361	1.0179
0.1093	1.1772	1614	1.2435	0.0833	1.2435	1.1151
0.1093	1.1787	1616	1.4440	0.0	1.4440	1.2017
0.1093	1.1802	1618	1.4189	0.0	1.4189	1.1912
0.1093	1.1816	1620	1.2007	0.0833	1.2007	1.0958
0.1093	1.1831	1622	1.0469	0.0833	1.0469	1.0232
0.1093	1.1845	1624	1.0352	0.0833	1.0352	1.0175
0.1093	1.1860	1626	1.2052	0.0833	1.2052	1.0978
0.1093	1.1875	1628	1.3849	0.0	1.3849	1.1768
0.1093	1.1889	1630	1.3463	-0.0097	1.3463	1.1603
0.1093	1.1904	1632	1.2136	0.0833	1.2136	1.1016
0.1093	1.1918	1634	1.1410	0.0833	1.1410	1.0682
0.1093	1.1933	1636	1.1162	0.0833	1.1162	1.0565
0.1093	1.1947	1638	1.1308	0.0833	1.1308	1.0634
0.1093	1.1962	1640	1.0723	0.0833	1.0723	1.0355
0.1093	1.1977	1642	0.9893	0.0833	0.9893	0.9946
0.1093	1.1991	1644	0.9279	0.0774	0.9279	0.9633
0.1093	1.2006	1646	0.8401	-0.1379	0.8401	0.9166
0.1093	1.2020	1648	0.8754	0.0704	0.8754	0.9356
0.1093	1.2035	1650	1.0545	0.0833	1.0545	1.0269
0.1093	1.2050	1652	1.1902	0.0833	1.1902	1.0910
0.1093	1.2064	1654	1.1983	0.0833	1.1983	1.0947
0.1093	1.2079	1656	1.0912	0.0833	1.0912	1.0446
0.1093	1.2093	1658	0.9830	0.0833	0.9830	0.9915
0.1093	1.2108	1660	1.0207	0.0833	1.0207	1.0103
0.1093	1.2123	1662	1.2112	0.0884	1.2112	1.1005
0.1093	1.2137	1664	1.2430	0.0884	1.2430	1.1149
0.1093	1.2152	1666	1.1074	0.0833	1.1074	1.0523
0.1093	1.2166	1668	0.8975	0.0704	0.8975	0.9474
0.1093	1.2181	1670	0.8432	0.0620	0.8432	0.9183
0.1093	1.2195	1672	0.9079	0.0774	0.9079	0.9528
0.1093	1.2210	1674	1.0076	0.0833	1.0076	1.0038
0.1093	1.2225	1676	1.1885	0.0833	1.1885	1.0902
0.1093	1.2239	1678	1.2093	0.0833	1.2093	1.0997
0.1093	1.2254	1680	1.1559	0.0833	1.1559	1.0751
0.1093	1.2268	1682	1.0984	0.0833	1.0984	1.0480
0.1093	1.2283	1684	1.1257	0.0833	1.1257	1.0610
0.1093	1.2298	1686	1.3415	0.0928	1.3415	1.1582
0.1093	1.2312	1688	1.4051	0.0	1.4051	1.1854
0.1093	1.2327	1690	1.2778	0.0928	1.2778	1.1304
0.1093	1.2341	1692	1.2131	0.0833	1.2131	1.1014
0.1093	1.2356	1694	1.1550	0.0833	1.1550	1.0747
0.1093	1.2371	1696	1.0670	0.0833	1.0670	1.0329
0.1093	1.2385	1698	1.0846	0.0833	1.0846	1.0415
0.1093	1.2400	1700	1.1112	0.0833	1.1112	1.0541
0.1093	1.2414	1702	1.1183	0.0833	1.1183	1.0575
0.1093	1.2429	1704	1.2094	0.0833	1.2094	1.0997
0.1093	1.2443	1706	1.2346	0.0833	1.2346	1.1111
0.1093	1.2458	1708	1.1688	0.0833	1.1688	1.0811
0.1093	1.2473	1710	1.1803	0.0833	1.1803	1.0864
0.1093	1.2487	1712	1.0823	0.0833	1.0823	1.0403
0.1093	1.2502	1714	1.0130	0.0833	1.0130	1.0065
0.1093	1.2516	1716	1.1069	0.0833	1.1069	1.0521
0.1093	1.2531	1718	1.1250	0.0833	1.1250	1.0607
0.1093	1.2546	1720	1.0620	0.0833	1.0620	1.0305
0.1093	1.2560	1722	1.1456	0.0833	1.1456	1.0703
0.1093	1.2575	1724	1.2984	0.0928	1.2984	1.1395
0.1093	1.2589	1726	1.2234	0.0884	1.2234	1.1061
0.1093	1.2604	1728	1.0987	0.0833	1.0987	1.0482
0.1093	1.2619	1730	1.1759	0.0884	1.1759	1.0844
0.1093	1.2633	1732	1.2533	0.0928	1.2533	1.1195
0.1093	1.2648	1734	1.1474	0.0833	1.1474	1.0711
0.1093	1.2662	1736	1.1164	0.0833	1.1164	1.0566
0.1093	1.2677	1738	1.1806	0.0884	1.1806	1.0865
0.1093	1.2691	1740	1.1695	0.0884	1.1695	1.0814
0.1093	1.2706	1742	1.2463	0.0928	1.2463	1.1164
0.1093	1.2721	1744	1.1642	0.0884	1.1642	1.0790
0.1093	1.2735	1746	1.1377	0.0833	1.1377	1.0666
0.1093	1.2750	1748	1.1883	0.0884	1.1883	1.0901
0.1093	1.2764	1750	1.1214	0.0833	1.1214	1.0589
0.1093	1.2779	1752	0.9708	0.0833	0.9708	0.9853
0.1093	1.2794	1754	0.9966	0.0833	0.9966	0.9983
0.1093	1.2808	1756	1.0975	0.0833	1.0975	1.0476
0.1093	1.2823	1758	1.3646	0.0	1.3646	1.1681
0.1093	1.2837	1760	1.4528	0.0	1.4528	1.2053
0.1093	1.2852	1762	1.3878	0.0	1.3878	1.1781
0.1093	1.2867	1764	1.2069	0.0884	1.2069	1.0986
0.1093	1.2881	1766	1.0670	0.0833	1.0670	1.0330
0.1093	1.2896	1768	1.0696	0.0833	1.0696	1.0342
0.1093	1.2910	1770	1.1241	0.0884	1.1241	1.0602
0.1093	1.2925	1772	1.1203	0.0884	1.1203	1.0584
0.1093	1.2939	1774	1.0668	0.0833	1.0668	1.0328
0.1093	1.2954	1776	0.9797	0.0833	0.9797	0.9898
0.1093	1.2969	1778	0.9966	0.0833	0.9966	0.9983
0.1093	1.2983	1780	0.9884	0.0774	0.9884	0.9942
0.1093	1.2998	1782	1.0805	0.0833	1.0805	1.0395
0.1093	1.3012	1784	1.2265	0.0833	1.2265	1.1075
0.1093	1.3027	1786	1.1628	0.0833	1.1628	1.0783
0.1093	1.3042	1788	1.0283	0.0774	1.0283	1.0141
0.1093	1.3056	1790	1.0831	0.0833	1.0831	1.0407
0.1093	1.3071	1792	1.2327	0.0884	1.2327	1.1103
0.1093	1.3085	1794	1.2048	0.0884	1.2048	1.0976
0.1093	1.3100	1796	1.0890	0.0833	1.0890	1.0435
0.1093	1.3115	1798	1.0466	0.0833	1.0466	1.0230
0.1093	1.3129	1800	0.9767	0.0774	0.9767	0.9883
0.1093	1.3144	1802	0.9804	0.0774	0.9804	0.9901
0.1093	1.3158	1804	1.1134	0.0833	1.1134	1.0552
0.1093	1.3173	1806	1.3150	0.0884	1.3150	1.1467
0.1093	1.3187	1808	1.3375	-0.0206	1.3375	1.1565
0.1093	1.3202	1810	1.3669	-0.0206	1.3669	1.1691
0.1093	1.3217	1812	1.2221	0.0884	1.2221	1.1055
0.1093	1.3231	1814	1.0163	0.0833	1.0163	1.0081
0.1093	1.3246	1816	0.9282	0.0704	0.9282	0.9634
0.1093	1.3260	1818	0.9569	0.0833	0.9569	0.9782
0.1093	1.3275	1820	0.9861	0.0833	0.9861	0.9930
0.1093	1.3290	1822	1.0458	0.0833	1.0458	1.0226
0.1093	1.3304	1824	1.1017	0.0833	1.1017	1.0496
0.1093	1.3319	1826	1.0341	0.0833	1.0341	1.0169
0.1093	1.3333	1828	0.9462	-0.0845	0.9462	0.9727
0.1093	1.3348	1830	0.9850	-0.0845	0.9850	0.9925
0.1093	1.3363	1832	1.1520	0.0833	1.1520	1.0733
0.1093	1.3377	1834	1.3055	0.0833	1.3055	1.1426
0.1093	1.3392	1836	1.3778	0.0884	1.3778	1.1738
0.1093	1.3406	1838	1.4570	-0.0097	1.4570	1.2071
0.1093	1.3421	1840	1.3429	-0.0097	1.3429	1.1588
0.1093	1.3435	1842	1.1131	0.0833	1.1131	1.0550
0.1093	1.3450	1844	0.9408	-0.0845	0.9408	0.9699
0.1093	1.3465	1846	0.9074	-0.1085	0.9074	0.9526
0.1093	1.3479	1848	0.9452	-0.0845	0.9452	0.9722
0.1093	1.3494	1850	1.0719	0.0833	1.0719	1.0353
0.1093	1.3508	1852	1.2202	0.0833	1.2202	1.1046
0.1093	1.3523	1854	1.2141	0.0833	1.2141	1.1019
0.1093	1.3538	1856	1.2305	0.0833	1.2305	1.1093
0.1093	1.3552	1858	1.2013	0.0833	1.2013	1.0960
0.1093	1.3567	1860	1.0968	0.0833	1.0968	1.0473
0.1093	1.3581	1862	1.1427	0.0833	1.1427	1.0690
0.1093	1.3596	1864	1.3269	-0.0331	1.3269	1.1519
0.1093	1.3611	1866	1.5836	0.0	1.5836	1.2584
0.1093	1.3625	1868	1.6174	0.0	1.6174	1.2718
0.1093	1.3640	1870	1.4822	0.0	1.4822	1.2174
0.1093	1.3654	1872	1.2123	0.0833	1.2123	1.1011
0.1093	1.3669	1874	0.9757	0.0774	0.9757	0.9878
0.1093	1.3683	1876	0.9212	-0.0845	0.9212	0.9598
0.1093	1.3698	1878	0.9733	0.0774	0.9733	0.9866
0.1093	1.3713	1880	1.0757	0.0833	1.0757	1.0372
0.1093	1.3727	1882	1.0964	0.0833	1.0964	1.0471
0.1093	1.3742	1884	1.0175	0.0833	1.0175	1.0087
0.1093	1.3756	1886	0.9323	0.0774	0.9323	0.9656
0.1093	1.3771	1888	0.9368	0.0774	0.9368	0.9679
0.1093	1.3786	1890	1.0592	0.0833	1.0592	1.0292
0.1093	1.3800	1892	1.1306	0.0833	1.1306	1.0633
0.1093	1.3815	1894	1.0850	0.0833	1.0850	1.0416
0.1093	1.3829	1896	0.9692	0.0774	0.9692	0.9845
0.1093	1.3844	1898	0.9600	0.0774	0.9600	0.9798
0.1093	1.3858	1900	1.0470	0.0833	1.0470	1.0232
0.1093	1.3873	1902	1.1912	0.0884	1.1912	1.0914
0.1093	1.3888	1904	1.2685	0.0884	1.2685	1.1263
0.1093	1.3902	1906	1.2204	0.0884	1.2204	1.1047
0.1093	1.3917	1908	1.1834	0.0884	1.1834	1.0878
0.1093	1.3931	1910	1.0602	0.0833	1.0602	1.0297
0.1093	1.3946	1912	0.9868	0.0704	0.9868	0.9934
0.1093	1.3961	1914	1.0079	0.0704	1.0079	1.0040
0.1093	1.3975	1916	1.0947	0.0833	1.0947	1.0463
0.1093	1.3990	1918	1.1598	0.0833	1.1598	1.0769
0.1093	1.4004	1920	1.2126	0.0884	1.2126	1.1012
0.1093	1.4019	1922	1.2673	-0.0206	1.2673	1.1258
0.1093	1.4034	1924	1.1606	0.0884	1.1606	1.0773
0.1093	1.4048	1926	1.0614	0.0833	1.0614	1.0303
0.1093	1.4063	1928	0.9597	-0.1085	0.9597	0.9796
0.1093	1.4077	1930	0.9648	0.0774	0.9648	0.9822
0.1093	1.4092	1932	1.0480	0.0833	1.0480	1.0237
0.1093	1.4106	1934	1.2316	-0.0206	1.2316	1.1098
0.1093	1.4121	1936	1.3063	-0.0097	1.3063	1.1429
0.1093	1.4136	1938	1.2167	-0.0206	1.2167	1.1030
0.1093	1.4150	1940	1.0916	0.0833	1.0916	1.0448
0.1093	1.4165	1942	0.9954	0.0774	0.9954	0.9977
0.1093	1.4179	1944	0.9751	0.0774	0.9751	0.9875
0.1093	1.4194	1946	0.9961	0.0774	0.9961	0.9981
0.1093	1.4209	1948	1.0369	0.0833	1.0369	1.0183
0.1093	1.4223	1950	1.0337	0.0833	1.0337	1.0167
0.1093	1.4238	1952	1.0647	0.0833	1.0647	1.0318
0.1093	1.4252	1954	1.1024	0.0833	1.1024	1.0499
0.1093	1.4267	1956	1.0106	0.0833	1.0106	1.0053
0.1093	1.4282	1958	0.9526	0.0833	0.9526	0.9760
0.1093	1.4296	1960	0.9293	0.0774	0.9293	0.9640
0.1093	1.4311	1962	0.9765	0.0833	0.9765	0.9882
0.1093	1.4325	1964	1.1180	0.0884	1.1180	1.0574
0.1093	1.4340	1966	1.1769	0.0928	1.1769	1.0849
0.1093	1.4354	1968	1.2110	0.0928	1.2110	1.1005
0.1093	1.4369	1970	1.0885	0.0884	1.0885	1.0433
0.1093	1.4384	1972	0.9976	0.0833	0.9976	0.9988
0.1093	1.4398	1974	0.9759	0.0774	0.9759	0.9879
0.1093	1.4413	1976	0.8939	0.0704	0.8939	0.9455
0.1093	1.4427	1978	0.9613	0.0833	0.9613	0.9805
0.1093	1.4442	1980	1.0734	0.0884	1.0734	1.0360
0.1093	1.4457	1982	1.0259	0.0833	1.0259	1.0129
0.1093	1.4471	1984	0.8608	0.0704	0.8608	0.9278
0.1093	1.4486	1986	0.7578	-0.1379	0.7578	0.8705
0.1093	1.4500	1988	0.7818	-0.1379	0.7818	0.8842
0.1093	1.4515	1990	0.8327	0.0704	0.8327	0.9125
0.1093	1.4530	1992	0.9451	0.0774	0.9451	0.9722
0.1093	1.4544	1994	0.9997	0.0774	0.9997	0.9998
0.1093	1.4559	1996	1.1154	0.0884	1.1154	1.0561
0.1093	1.4573	1998	1.1963	0.0884	1.1963	1.0938
0.0885	1.4588	2000	1.3856	0.0884	1.3856	1.1771
0.0885	1.4602	2002	1.4328	-0.0097	1.4328	1.1970
0.0885	1.4617	2004	1.3000	0.0884	1.3000	1.1402
0.0885	1.4632	2006	1.1202	0.0884	1.1202	1.0584
0.0885	1.4646	2008	0.9390	0.0774	0.9390	0.9690
0.0885	1.4661	2010	0.9245	0.0774	0.9245	0.9615
0.0885	1.4675	2012	1.0508	0.0884	1.0508	1.0251
0.0885	1.4690	2014	1.1480	0.0884	1.1480	1.0715
0.0885	1.4705	2016	1.2608	0.0884	1.2608	1.1229
0.0885	1.4719	2018	1.2988	-0.0206	1.2988	1.1397
0.0885	1.4734	2020	1.1569	0.0884	1.1569	1.0756
0.0885	1.4748	2022	1.0609	0.0833	1.0609	1.0300
0.0885	1.4763	2024	0.9923	0.0774	0.9923	0.9962
0.0885	1.4778	2026	0.9247	0.0774	0.9247	0.9616
0.0885	1.4792	2028	0.9262	0.0774	0.9262	0.9624
0.0885	1.4807	2030	0.9176	0.0774	0.9176	0.9579
0.0885	1.4821	2032	1.0239	0.0774	1.0239	1.0119
0.0885	1.4836	2034	1.3159	-0.0206	1.3159	1.1471
0.0885	1.4850	2036	1.4928	0.0	1.4928	1.2218
0.0885	1.4865	2038	1.4394	-0.0097	1.4394	1.1998
0.0885	1.4880	2040	1.2391	0.0884	1.2391	1.1132
0.0885	1.4894	2042	0.9772	0.0774	0.9772	0.9885
0.0885	1.4909	2044	0.8773	-0.1085	0.8773	0.9366
0.0885	1.4923	2046	0.9040	-0.1085	0.9040	0.9508
0.0885	1.4938	2048	1.0067	0.0774	1.0067	1.0034
0.0885	1.4953	2050	1.1145	0.0884	1.1145	1.0557
0.0885	1.4967	2052	1.2102	-0.0206	1.2102	1.1001
0.0885	1.4982	2054	1.2629	0.0	1.2629	1.1238
0.0885	1.4996	2056	1.1933	-0.0206	1.1933	1.0924
0.0885	1.5011	2058	1.0315	0.0884	1.0315	1.0156
0.0885	1.5026	2060	0.9419	0.0704	0.9419	0.9705
0.0885	1.5040	2062	0.9352	0.0704	0.9352	0.9671
0.0885	1.5055	2064	0.9627	0.0774	0.9627	0.9812
0.0885	1.5069	2066	1.0901	0.0884	1.0901	1.0441
0.0885	1.5084	2068	1.1631	0.0884	1.1631	1.0785
0.0885	1.5098	2070	1.1568	0.0884	1.1568	1.0755
0.0885	1.5113	2072	1.0245	0.0774	1.0245	1.0122
0.0885	1.5128	2074	0.9465	0.0774	0.9465	0.9729
0.0885	1.5142	2076	0.9390	0.0774	0.9390	0.9690
0.0885	1.5157	2078	0.9725	0.0774	0.9725	0.9861
0.0885	1.5171	2080	0.9997	0.0774	0.9997	0.9999
0.0885	1.5186	2082	1.0559	0.0884	1.0559	1.0276
0.0885	1.5201	2084	1.0179	0.0774	1.0179	1.0089
0.0885	1.5215	2086	0.9952	0.0774	0.9952	0.9976
0.0885	1.5230	2088	0.9654	0.0774	0.9654	0.9826
0.0885	1.5244	2090	1.0320	0.0774	1.0320	1.0159
0.0885	1.5259	2092	1.1269	0.0884	1.1269	1.0616
0.0885	1.5274	2094	1.1693	0.0884	1.1693	1.0813
0.0885	1.5288	2096	1.0819	0.0884	1.0819	1.0401
0.0885	1.5303	2098	1.0379	0.0833	1.0379	1.0188
0.0885	1.5317	2100	1.0088	0.0774	1.0088	1.0044
0.0885	1.5332	2102	0.8448	0.0704	0.8448	0.9192
0.0885	1.5346	2104	0.7839	0.0704	0.7839	0.8854
0.0885	1.5361	2106	0.8532	0.0704	0.8532	0.9237
0.0885	1.5376	2108	1.0586	0.0833	1.0586	1.0289
0.0885	1.5390	2110	1.2830	0.0928	1.2830	1.1327
0.0885	1.5405	2112	1.2685	0.0928	1.2685	1.1263
0.0885	1.5419	2114	1.1296	0.0884	1.1296	1.0628
0.0885	1.5434	2116	1.0000	0.0774	1.0000	1.0000
0.0885	1.5449	2118	0.8596	0.0704	0.8596	0.9271
0.0885	1.5463	2120	0.8580	0.0704	0.8580	0.9263
0.0885	1.5478	2122	0.9705	0.0774	0.9705	0.9852
0.0885	1.5492	2124	1.0337	0.0774	1.0337	1.0167
0.0885	1.5507	2126	1.0242	0.0774	1.0242	1.0120
0.0885	1.5522	2128	0.9043	0.0704	0.9043	0.9510
0.0885	1.5536	2130	0.8778	0.0704	0.8778	0.9369
0.0885	1.5551	2132	0.9961	0.0774	0.9961	0.9980
0.0885	1.5565	2134	1.0981	0.0774	1.0981	1.0479
0.0885	1.5580	2136	1.0902	0.0774	1.0902	1.0441
0.0885	1.5594	2138	1.1086	0.0774	1.1086	1.0529
0.0885	1.5609	2140	1.1673	0.0833	1.1673	1.0804
0.0885	1.5624	2142	1.1493	0.0833	1.1493	1.0720
0.0885	1.5638	2144	1.0309	0.0774	1.0309	1.0154
0.0885	1.5653	2146	0.9006	0.0774	0.9006	0.9490
0.0885	1.5667	2148	0.9090	0.0774	0.9090	0.9534
0.0885	1.5682	2150	1.0343	0.0774	1.0343	1.0170
0.0885	1.5697	2152	1.0743	0.0774	1.0743	1.0365
0.0885	1.5711	2154	1.1149	0.0833	1.1149	1.0559
0.0885	1.5726	2156	1.0181	0.0774	1.0181	1.0090
0.0885	1.5740	2158	0.9049	0.0704	0.9049	0.9513
0.0885	1.5755	2160	0.7943	-0.1379	0.7943	0.8913
0.0885	1.5770	2162	0.7742	-0.1748	0.7742	0.8799
0.0885	1.5784	2164	0.8301	0.0620	0.8301	0.9111
0.0885	1.5799	2166	0.9742	0.0774	0.9742	0.9870
0.0885	1.5813	2168	1.1825	0.0928	1.1825	1.0874
0.0885	1.5828	2170	1.2595	-0.0097	1.2595	1.1223
0.0885	1.5842	2172	1.1823	0.0928	1.1823	1.0873
0.0885	1.5857	2174	1.0283	0.0833	1.0283	1.0140
0.0885	1.5872	2176	0.9537	0.0774	0.9537	0.9766
0.0885	1.5886	2178	0.9778	0.0774	0.9778	0.9889
0.0885	1.5901	2180	1.0953	0.0833	1.0953	1.0466
0.0885	1.5915	2182	1.1873	0.0884	1.1873	1.0896
0.0885	1.5930	2184	1.1279	0.0833	1.1279	1.0620
0.0885	1.5945	2186	1.1075	0.0833	1.1075	1.0524
0.0885	1.5959	2188	1.0460	0.0833	1.0460	1.0228
0.0885	1.5974	2190	0.9874	0.0774	0.9874	0.9937
0.0885	1.5988	2192	0.9922	0.0774	0.9922	0.9961
0.0885	1.6003	2194	1.1047	0.0928	1.1047	1.0510
0.0885	1.6018	2196	1.1965	-0.0097	1.1965	1.0939
0.0885	1.6032	2198	1.1529	-0.0097	1.1529	1.0737
0.0885	1.6047	2200	1.0097	0.0774	1.0097	1.0048
0.0885	1.6061	2202	0.8313	0.0620	0.8313	0.9117
0.0885	1.6076	2204	0.7716	-0.1379	0.7716	0.8784
0.0885	1.6090	2206	0.8038	-0.1379	0.8038	0.8966
0.0885	1.6105	2208	0.9457	0.0774	0.9457	0.9725
0.0885	1.6120	2210	1.1776	0.0928	1.1776	1.0852
0.0885	1.6134	2212	1.2302	0.0928	1.2302	1.1092
0.0885	1.6149	2214	1.1493	0.0928	1.1493	1.0721
0.0885	1.6163	2216	0.9941	0.0774	0.9941	0.9970
0.0885	1.6178	2218	0.9655	0.0774	0.9655	0.9826
0.0885	1.6193	2220	0.9313	0.0774	0.9313	0.9651
0.0885	1.6207	2222	0.8814	0.0704	0.8814	0.9388
0.0885	1.6222	2224	0.9724	0.0774	0.9724	0.9861
0.0885	1.6236	2226	1.1129	0.0884	1.1129	1.0550
0.0885	1.6251	2228	1.2704	0.0928	1.2704	1.1271
0.0885	1.6265	2230	1.2229	0.0928	1.2229	1.1058
0.0885	1.6280	2232	1.0267	0.0833	1.0267	1.0133
0.0885	1.6295	2234	0.8435	0.0704	0.8435	0.9184
0.0885	1.6309	2236	0.8196	0.0704	0.8196	0.9053
0.0885	1.6324	2238	0.8111	0.0704	0.8111	0.9006
0.0885	1.6338	2240	0.9384	0.0774	0.9384	0.9687
0.0885	1.6353	2242	1.1613	0.0928	1.1613	1.0776
0.0885	1.6368	2244	1.1963	0.0928	1.1963	1.0938
0.0885	1.6382	2246	1.0417	0.0833	1.0417	1.0206
0.0885	1.6397	2248	0.8459	0.0704	0.8459	0.9197
0.0885	1.6411	2250	0.7931	0.0620	0.7931	0.8906
0.0885	1.6426	2252	0.8556	0.0704	0.8556	0.9250
0.0885	1.6441	2254	1.0302	0.0774	1.0302	1.0150
0.0885	1.6455	2256	1.1688	0.0884	1.1688	1.0811
0.0885	1.6470	2258	1.1743	0.0884	1.1743	1.0836
0.0885	1.6484	2260	1.0354	0.0833	1.0354	1.0176
0.0885	1.6499	2262	0.9765	0.0774	0.9765	0.9882
0.0885	1.6513	2264	1.0060	0.0833	1.0060	1.0030
0.0885	1.6528	2266	1.1168	0.0833	1.1168	1.0568
0.0885	1.6543	2268	1.0990	0.0833	1.0990	1.0483
0.0885	1.6557	2270	0.9942	0.0774	0.9942	0.9971
0.0885	1.6572	2272	0.9075	-0.1379	0.9075	0.9526
0.0885	1.6586	2274	0.9471	0.0704	0.9471	0.9732
0.0885	1.6601	2276	0.9967	0.0774	0.9967	0.9983
0.0885	1.6616	2278	1.0981	0.0833	1.0981	1.0479
0.0885	1.6630	2280	1.1361	0.0833	1.1361	1.0659
0.0885	1.6645	2282	1.1620	0.0833	1.1620	1.0779
0.0885	1.6659	2284	1.1142	0.0833	1.1142	1.0556
0.0885	1.6674	2286	0.9966	0.0704	0.9966	0.9983
0.0885	1.6689	2288	0.9237	0.0620	0.9237	0.9611
0.0885	1.6703	2290	0.9093	0.0620	0.9093	0.9536
0.0885	1.6718	2292	0.9511	0.0704	0.9511	0.9752
0.0885	1.6732	2294	0.9795	0.0704	0.9795	0.9897
0.0885	1.6747	2296	0.8947	0.0620	0.8947	0.9459
0.0885	1.6761	2298	0.7974	-0.1379	0.7974	0.8930
0.0885	1.6776	2300	0.7931	-0.1379	0.7931	0.8905
0.0885	1.6791	2302	0.8743	-0.1379	0.8743	0.9351
0.0885	1.6805	2304	1.0388	0.0774	1.0388	1.0192
0.0885	1.6820	2306	1.1550	0.0833	1.1550	1.0747
0.0885	1.6834	2308	1.1352	0.0833	1.1352	1.0654
0.0885	1.6849	2310	0.9996	0.0704	0.9996	0.9998
0.0885	1.6864	2312	0.8776	0.0620	0.8776	0.9368
0.0885	1.6878	2314	0.9227	0.0704	0.9227	0.9606
0.0885	1.6893	2316	1.1009	0.0833	1.1009	1.0492
0.0885	1.6907	2318	1.1538	0.0884	1.1538	1.0741
0.0885	1.6922	2320	1.0946	0.0884	1.0946	1.0462
0.0885	1.6937	2322	1.0906	0.0884	1.0906	1.0443
0.0885	1.6951	2324	0.9371	0.0774	0.9371	0.9680
0.0885	1.6966	2326	0.8759	0.0704	0.8759	0.9359
0.0885	1.6980	2328	0.8135	0.0620	0.8135	0.9020
0.0885	1.6995	2330	0.8180	0.0620	0.8180	0.9044
0.0885	1.7009	2332	0.8315	0.0620	0.8315	0.9119
0.0885	1.7024	2334	0.8962	0.0704	0.8962	0.9467
0.0885	1.7039	2336	0.9722	0.0774	0.9722	0.9860
0.0885	1.7053	2338	0.9105	0.0704	0.9105	0.9542
0.0885	1.7068	2340	0.8060	-0.1379	0.8060	0.8978
0.0885	1.7082	2342	0.8086	-0.1379	0.8086	0.8992
0.0885	1.7097	2344	0.9204	0.0704	0.9204	0.9594
0.0885	1.7112	2346	0.9788	0.0774	0.9788	0.9894
0.0885	1.7126	2348	0.9975	0.0774	0.9975	0.9988
0.0885	1.7141	2350	1.0383	0.0774	1.0383	1.0190
0.0885	1.7155	2352	0.9281	0.0774	0.9281	0.9634
0.0885	1.7170	2354	0.7892	-0.1748	0.7892	0.8884
0.0885	1.7185	2356	0.7765	-0.1748	0.7765	0.8812
0.0885	1.7199	2358	0.8520	0.0620	0.8520	0.9231
0.0885	1.7214	2360	0.9776	0.0774	0.9776	0.9887
0.0885	1.7228	2362	1.0394	0.0884	1.0394	1.0195
0.0885	1.7243	2364	0.9882	0.0774	0.9882	0.9941
0.0885	1.7257	2366	0.8402	0.0620	0.8402	0.9166
0.0885	1.7272	2368	0.7935	-0.1748	0.7935	0.8908
0.0885	1.7287	2370	0.8573	0.0620	0.8573	0.9259
0.0885	1.7301	2372	1.0160	0.0774	1.0160	1.0080
0.0885	1.7316	2374	1.2532	-0.0206	1.2532	1.1195
0.0885	1.7330	2376	1.3049	0.0	1.3049	1.1423
0.0885	1.7345	2378	1.1849	-0.0206	1.1849	1.0885
0.0885	1.7360	2380	0.9756	0.0833	0.9756	0.9877
0.0885	1.7374	2382	0.7615	0.2667	0.7615	0.8727
0.0885	1.7389	2384	0.6771	0.2667	0.6771	0.8229
0.0885	1.7403	2386	0.6680	0.2667	0.6680	0.8173
0.0885	1.7418	2388	0.7003	0.2667	0.7003	0.8368
0.0885	1.7433	2390	0.8162	0.0620	0.8162	0.9034
0.0885	1.7447	2392	1.0698	0.0884	1.0698	1.0343
0.0885	1.7462	2394	1.2096	-0.0206	1.2096	1.0998
0.0885	1.7476	2396	1.1605	0.0884	1.1605	1.0773
0.0885	1.7491	2398	0.9674	0.0774	0.9674	0.9836
0.0885	1.7505	2400	0.8008	-0.1379	0.8008	0.8948
0.0885	1.7520	2402	0.8125	-0.1379	0.8125	0.9014
0.0885	1.7535	2404	0.9079	0.0620	0.9079	0.9528
0.0885	1.7549	2406	1.1830	0.0884	1.1830	1.0877
0.0885	1.7564	2408	1.3682	-0.0206	1.3682	1.1697
0.0885	1.7578	2410	1.3415	-0.0206	1.3415	1.1582
0.0885	1.7593	2412	1.1933	0.0884	1.1933	1.0924
0.0885	1.7608	2414	1.0272	0.0774	1.0272	1.0135
0.0885	1.7622	2416	0.9548	0.0704	0.9548	0.9771
0.0885	1.7637	2418	0.9109	-0.1379	0.9109	0.9544
0.0885	1.7651	2420	0.9531	0.0620	0.9531	0.9763
0.0885	1.7666	2422	1.0543	0.0774	1.0543	1.0268
0.0885	1.7681	2424	1.0887	0.0774	1.0887	1.0434
0.0885	1.7695	2426	1.1800	-0.0206	1.1800	1.0863
0.0885	1.7710	2428	1.2626	-0.0206	1.2626	1.1236
0.0885	1.7724	2430	1.2771	-0.0206	1.2771	1.1301
0.0885	1.7739	2432	1.1375	0.0884	1.1375	1.0665
0.0885	1.7753	2434	0.9837	0.0620	0.9837	0.9918
0.0885	1.7768	2436	0.9735	0.0620	0.9735	0.9867
0.0885	1.7783	2438	1.0412	0.0774	1.0412	1.0204
0.0885	1.7797	2440	1.1498	-0.0206	1.1498	1.0723

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 13, 2024
Updated: Nov 21, 2024