Arabic_FineTuningAraBERT_AugV4_k30_task3_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k30_task3_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k30_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 20, 2024
SHA: 195301a4

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k30_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: 0.8195
Qwk: -0.1748
Mse: 0.8195
Rmse: 0.9053

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	0.0029	2	3.7528	0.0	3.7528	1.9372
No log	0.0058	4	1.3474	0.2029	1.3474	1.1608
No log	0.0087	6	0.3971	0.4211	0.3971	0.6301
No log	0.0116	8	0.8078	0.0	0.8078	0.8988
No log	0.0145	10	0.6810	0.0	0.6810	0.8252
No log	0.0174	12	0.5252	0.0	0.5252	0.7247
No log	0.0203	14	0.6140	0.4122	0.6140	0.7836
No log	0.0232	16	0.5810	0.2326	0.5810	0.7622
No log	0.0261	18	0.6656	0.0	0.6656	0.8158
No log	0.0290	20	0.9497	0.3613	0.9497	0.9745
No log	0.0319	22	1.0998	-0.0097	1.0998	1.0487
No log	0.0348	24	0.8366	0.2667	0.8366	0.9147
No log	0.0377	26	1.0225	-0.0206	1.0225	1.0112
No log	0.0406	28	0.9733	0.2194	0.9733	0.9866
No log	0.0435	30	0.8018	0.0	0.8018	0.8954
No log	0.0464	32	0.6988	0.0	0.6988	0.8360
No log	0.0493	34	0.6918	0.0	0.6918	0.8318
No log	0.0522	36	0.8798	0.4031	0.8798	0.9380
No log	0.0552	38	0.9503	0.0833	0.9503	0.9748
No log	0.0581	40	1.3900	0.0	1.3900	1.1790
No log	0.0610	42	1.3326	0.0	1.3326	1.1544
No log	0.0639	44	0.9376	0.3803	0.9376	0.9683
No log	0.0668	46	0.6714	0.0	0.6714	0.8194
No log	0.0697	48	0.6653	0.0	0.6653	0.8157
No log	0.0726	50	0.8644	0.0222	0.8644	0.9297
No log	0.0755	52	0.8295	0.2667	0.8295	0.9108
No log	0.0784	54	0.7070	0.0	0.7070	0.8409
No log	0.0813	56	0.8115	0.4660	0.8115	0.9008
No log	0.0842	58	1.1323	0.0	1.1323	1.0641
No log	0.0871	60	0.9220	0.2254	0.9220	0.9602
No log	0.0900	62	0.8957	0.2414	0.8957	0.9464
No log	0.0929	64	0.8660	0.2524	0.8660	0.9306
No log	0.0958	66	0.9568	0.0833	0.9568	0.9781
No log	0.0987	68	0.9998	0.0833	0.9998	0.9999
No log	0.1016	70	1.0215	-0.0206	1.0215	1.0107
No log	0.1045	72	1.0124	0.0774	1.0124	1.0062
No log	0.1074	74	0.9984	0.0774	0.9984	0.9992
No log	0.1103	76	1.0317	0.0833	1.0317	1.0157
No log	0.1132	78	1.6308	0.0	1.6308	1.2770
No log	0.1161	80	1.6321	0.0	1.6321	1.2775
No log	0.1190	82	1.2302	-0.0097	1.2302	1.1092
No log	0.1219	84	0.9634	0.0774	0.9634	0.9815
No log	0.1248	86	0.9193	0.0774	0.9193	0.9588
No log	0.1277	88	1.2185	-0.0097	1.2185	1.1039
No log	0.1306	90	1.3404	-0.0097	1.3404	1.1578
No log	0.1335	92	1.5647	0.0	1.5647	1.2509
No log	0.1364	94	1.6635	0.0	1.6635	1.2898
No log	0.1393	96	1.4016	-0.0097	1.4016	1.1839
No log	0.1422	98	1.3626	-0.0097	1.3626	1.1673
No log	0.1451	100	1.3875	0.0	1.3875	1.1779
No log	0.1480	102	1.4726	0.0	1.4726	1.2135
No log	0.1509	104	1.4369	0.0	1.4369	1.1987
No log	0.1538	106	1.0305	-0.0331	1.0305	1.0151
No log	0.1567	108	0.9256	0.2254	0.9256	0.9621
No log	0.1597	110	1.0987	-0.0206	1.0987	1.0482
No log	0.1626	112	1.0226	-0.0331	1.0226	1.0112
No log	0.1655	114	1.3090	0.0	1.3090	1.1441
No log	0.1684	116	1.4182	0.0	1.4182	1.1909
No log	0.1713	118	1.3503	-0.0097	1.3503	1.1620
No log	0.1742	120	1.6811	0.0	1.6811	1.2966
No log	0.1771	122	1.6772	0.0	1.6772	1.2951
No log	0.1800	124	1.3989	-0.0206	1.3989	1.1828
No log	0.1829	126	1.9116	0.0	1.9116	1.3826
No log	0.1858	128	1.7653	0.0	1.7653	1.3287
No log	0.1887	130	1.0245	0.0704	1.0245	1.0122
No log	0.1916	132	0.8786	0.0704	0.8786	0.9373
No log	0.1945	134	1.2307	-0.0097	1.2307	1.1094
No log	0.1974	136	1.2593	-0.0097	1.2593	1.1222
No log	0.2003	138	1.1527	0.0884	1.1527	1.0736
No log	0.2032	140	1.4598	0.0	1.4598	1.2082
No log	0.2061	142	1.1555	0.0884	1.1555	1.0749
No log	0.2090	144	1.1446	0.0833	1.1446	1.0698
No log	0.2119	146	1.3860	-0.0206	1.3860	1.1773
No log	0.2148	148	1.6773	0.0	1.6773	1.2951
No log	0.2177	150	1.9106	0.0	1.9106	1.3823
No log	0.2206	152	1.7797	0.0	1.7797	1.3341
No log	0.2235	154	1.1463	0.0884	1.1463	1.0707
No log	0.2264	156	1.1399	0.0884	1.1399	1.0676
No log	0.2293	158	1.4740	-0.0097	1.4740	1.2141
No log	0.2322	160	2.0744	0.0	2.0744	1.4403
No log	0.2351	162	2.0352	0.0	2.0352	1.4266
No log	0.2380	164	1.3658	0.0884	1.3658	1.1687
No log	0.2409	166	1.2220	0.0884	1.2220	1.1055
No log	0.2438	168	1.5076	-0.0097	1.5076	1.2278
No log	0.2467	170	1.6338	-0.0097	1.6338	1.2782
No log	0.2496	172	1.8105	0.0	1.8105	1.3455
No log	0.2525	174	2.2146	0.1655	2.2146	1.4882
No log	0.2554	176	1.9509	0.0	1.9509	1.3968
No log	0.2583	178	1.1052	0.0884	1.1052	1.0513
No log	0.2612	180	0.6674	0.2667	0.6674	0.8169
No log	0.2642	182	0.6735	0.0	0.6735	0.8206
No log	0.2671	184	0.9301	0.0774	0.9301	0.9644
No log	0.2700	186	1.3484	0.0	1.3484	1.1612
No log	0.2729	188	1.4461	0.0	1.4461	1.2025
No log	0.2758	190	1.1414	0.0928	1.1414	1.0683
No log	0.2787	192	1.1211	0.0884	1.1211	1.0588
No log	0.2816	194	1.3985	0.0	1.3985	1.1826
No log	0.2845	196	1.3282	0.0966	1.3282	1.1525
No log	0.2874	198	1.1478	0.0884	1.1478	1.0714
No log	0.2903	200	1.0538	0.0884	1.0538	1.0265
No log	0.2932	202	1.5679	0.0928	1.5679	1.2522
No log	0.2961	204	2.3739	0.1655	2.3739	1.5407
No log	0.2990	206	2.2496	0.0	2.2496	1.4999
No log	0.3019	208	1.5655	0.0	1.5655	1.2512
No log	0.3048	210	0.9708	0.0833	0.9708	0.9853
No log	0.3077	212	0.8930	0.0833	0.8930	0.9450
No log	0.3106	214	0.9800	0.0884	0.9800	0.9899
No log	0.3135	216	1.1613	0.0928	1.1613	1.0776
No log	0.3164	218	1.4449	0.0	1.4449	1.2021
No log	0.3193	220	1.2679	0.0966	1.2679	1.1260
No log	0.3222	222	0.8550	0.0774	0.8550	0.9246
No log	0.3251	224	0.9455	0.0884	0.9455	0.9724
No log	0.3280	226	1.5111	0.0	1.5111	1.2293
No log	0.3309	228	2.1209	0.0	2.1209	1.4563
No log	0.3338	230	2.0774	0.0	2.0774	1.4413
No log	0.3367	232	1.6449	0.0	1.6449	1.2825
No log	0.3396	234	1.0642	0.0884	1.0642	1.0316
No log	0.3425	236	0.8962	0.0774	0.8962	0.9467
No log	0.3454	238	1.0373	0.0884	1.0373	1.0185
No log	0.3483	240	1.3218	0.0928	1.3218	1.1497
No log	0.3512	242	1.4298	0.0	1.4298	1.1957
No log	0.3541	244	1.2346	0.0884	1.2346	1.1111
No log	0.3570	246	1.2393	0.0884	1.2393	1.1132
No log	0.3599	248	1.4785	0.0	1.4785	1.2159
No log	0.3628	250	1.3396	-0.0206	1.3396	1.1574
No log	0.3657	252	1.1307	0.0884	1.1307	1.0634
No log	0.3687	254	1.0601	0.0884	1.0601	1.0296
No log	0.3716	256	1.3743	-0.0206	1.3743	1.1723
No log	0.3745	258	1.6777	0.0	1.6777	1.2952
No log	0.3774	260	1.8823	0.0	1.8823	1.3720
No log	0.3803	262	1.7720	-0.0097	1.7720	1.3312
No log	0.3832	264	1.4199	0.0884	1.4199	1.1916
No log	0.3861	266	1.2589	0.0884	1.2589	1.1220
No log	0.3890	268	1.4545	-0.0097	1.4545	1.2060
No log	0.3919	270	1.4048	-0.0097	1.4048	1.1852
No log	0.3948	272	1.1066	0.0884	1.1066	1.0520
No log	0.3977	274	0.8253	0.0704	0.8253	0.9084
No log	0.4006	276	0.7906	0.0620	0.7906	0.8892
No log	0.4035	278	0.9887	0.0884	0.9887	0.9943
No log	0.4064	280	1.6226	-0.0206	1.6226	1.2738
No log	0.4093	282	1.9425	0.0	1.9425	1.3937
No log	0.4122	284	1.4996	-0.0206	1.4996	1.2246
No log	0.4151	286	1.3423	-0.0206	1.3423	1.1586
No log	0.4180	288	1.2233	0.0884	1.2233	1.1060
No log	0.4209	290	1.3445	-0.0097	1.3445	1.1595
No log	0.4238	292	1.2397	0.0928	1.2397	1.1134
No log	0.4267	294	1.1551	0.0884	1.1551	1.0748
No log	0.4296	296	1.1400	0.0884	1.1400	1.0677
No log	0.4325	298	1.3352	-0.0097	1.3352	1.1555
No log	0.4354	300	1.3969	0.0	1.3969	1.1819
No log	0.4383	302	1.3817	-0.0097	1.3817	1.1754
No log	0.4412	304	1.4397	-0.0097	1.4397	1.1999
No log	0.4441	306	1.4853	-0.0097	1.4853	1.2187
No log	0.4470	308	2.1666	0.0	2.1666	1.4719
No log	0.4499	310	2.4464	0.0	2.4464	1.5641
No log	0.4528	312	2.0085	-0.0097	2.0085	1.4172
No log	0.4557	314	1.3533	-0.0331	1.3533	1.1633
No log	0.4586	316	1.2641	0.0833	1.2641	1.1243
No log	0.4615	318	1.6933	0.0	1.6933	1.3013
No log	0.4644	320	1.7414	0.0	1.7414	1.3196
No log	0.4673	322	1.3901	0.0	1.3901	1.1790
No log	0.4702	324	0.9317	0.0704	0.9317	0.9652
No log	0.4731	326	1.0397	0.0774	1.0397	1.0197
No log	0.4761	328	1.3353	0.0	1.3354	1.1556
No log	0.4790	330	1.5061	0.0	1.5061	1.2272
No log	0.4819	332	1.3578	0.0	1.3578	1.1652
No log	0.4848	334	1.2940	0.0	1.2940	1.1375
No log	0.4877	336	1.2862	0.0966	1.2862	1.1341
No log	0.4906	338	1.4837	0.0966	1.4837	1.2181
No log	0.4935	340	1.9631	0.0	1.9631	1.4011
No log	0.4964	342	1.7053	0.0	1.7053	1.3059
No log	0.4993	344	0.9959	0.0704	0.9959	0.9979
No log	0.5022	346	0.8373	0.0620	0.8373	0.9151
No log	0.5051	348	1.1369	0.0966	1.1369	1.0663
No log	0.5080	350	1.8252	0.0	1.8252	1.3510
No log	0.5109	352	2.0152	0.0	2.0152	1.4196
No log	0.5138	354	1.6921	0.0	1.6921	1.3008
No log	0.5167	356	1.1459	0.0	1.1459	1.0705
No log	0.5196	358	0.9003	0.0620	0.9003	0.9488
No log	0.5225	360	0.9330	0.0774	0.9330	0.9659
No log	0.5254	362	1.2837	0.0	1.2837	1.1330
No log	0.5283	364	1.4764	0.0	1.4764	1.2151
No log	0.5312	366	1.3926	0.0	1.3926	1.1801
No log	0.5341	368	1.4030	0.0966	1.4030	1.1845
No log	0.5370	370	1.3452	0.0966	1.3452	1.1598
No log	0.5399	372	1.4518	0.0966	1.4518	1.2049
No log	0.5428	374	1.7633	0.0	1.7633	1.3279
No log	0.5457	376	1.6584	0.0	1.6584	1.2878
No log	0.5486	378	1.5530	0.0	1.5530	1.2462
No log	0.5515	380	1.2481	-0.0097	1.2481	1.1172
No log	0.5544	382	1.1030	0.0884	1.1030	1.0502
No log	0.5573	384	1.2151	0.0928	1.2151	1.1023
No log	0.5602	386	1.4806	0.0	1.4806	1.2168
No log	0.5631	388	1.6808	0.0	1.6808	1.2965
No log	0.5660	390	1.5096	0.0	1.5096	1.2287
No log	0.5689	392	1.5285	0.0	1.5285	1.2363
No log	0.5718	394	1.6268	0.0	1.6268	1.2755
No log	0.5747	396	1.4711	0.0	1.4711	1.2129
No log	0.5776	398	1.2275	-0.0097	1.2275	1.1079
No log	0.5806	400	1.2614	-0.0097	1.2614	1.1231
No log	0.5835	402	1.4759	0.0	1.4759	1.2149
No log	0.5864	404	1.4873	0.0	1.4873	1.2196
No log	0.5893	406	1.3877	0.0	1.3877	1.1780
No log	0.5922	408	1.3525	0.0	1.3525	1.1630
No log	0.5951	410	1.4057	0.0	1.4057	1.1856
No log	0.5980	412	1.4877	0.0	1.4877	1.2197
No log	0.6009	414	1.3421	-0.0097	1.3421	1.1585
No log	0.6038	416	1.5593	0.0	1.5593	1.2487
No log	0.6067	418	1.8127	0.0	1.8127	1.3464
No log	0.6096	420	1.5701	0.0	1.5701	1.2530
No log	0.6125	422	1.2090	0.0884	1.2090	1.0996
No log	0.6154	424	1.1016	0.0884	1.1016	1.0496
No log	0.6183	426	1.2085	0.0928	1.2085	1.0993
No log	0.6212	428	1.3080	0.0	1.3080	1.1437
No log	0.6241	430	1.6054	0.0	1.6054	1.2671
No log	0.6270	432	1.6270	0.0	1.6270	1.2755
No log	0.6299	434	1.4048	0.0	1.4048	1.1852
No log	0.6328	436	1.0405	0.0884	1.0405	1.0201
No log	0.6357	438	0.9480	0.0884	0.9480	0.9736
No log	0.6386	440	1.1935	0.0928	1.1935	1.0925
No log	0.6415	442	1.2465	0.0928	1.2465	1.1165
No log	0.6444	444	1.1227	0.0884	1.1227	1.0596
No log	0.6473	446	0.9744	0.0833	0.9744	0.9871
No log	0.6502	448	1.2192	0.0928	1.2192	1.1042
No log	0.6531	450	1.7584	0.0	1.7584	1.3261
No log	0.6560	452	1.9165	0.0	1.9165	1.3844
No log	0.6589	454	1.6004	0.0	1.6004	1.2651
No log	0.6618	456	1.0181	0.0833	1.0181	1.0090
No log	0.6647	458	0.6942	0.4660	0.6942	0.8332
No log	0.6676	460	0.6298	0.2667	0.6298	0.7936
No log	0.6705	462	0.7124	0.4660	0.7124	0.8441
No log	0.6734	464	1.0371	0.0833	1.0371	1.0184
No log	0.6763	466	1.1331	0.0833	1.1331	1.0645
No log	0.6792	468	1.3885	0.0966	1.3885	1.1783
No log	0.6821	470	1.4754	0.0966	1.4754	1.2147
No log	0.6851	472	1.4608	0.0966	1.4608	1.2086
No log	0.6880	474	1.1745	0.0928	1.1745	1.0838
No log	0.6909	476	0.8368	0.0620	0.8368	0.9148
No log	0.6938	478	0.8763	0.0620	0.8763	0.9361
No log	0.6967	480	1.1765	0.0928	1.1765	1.0847
No log	0.6996	482	1.5474	0.0	1.5474	1.2439
No log	0.7025	484	1.6024	0.0	1.6024	1.2659
No log	0.7054	486	1.3793	0.0	1.3793	1.1744
No log	0.7083	488	0.9880	0.0833	0.9880	0.9940
No log	0.7112	490	0.6695	0.2667	0.6695	0.8182
No log	0.7141	492	0.5825	0.0	0.5825	0.7632
No log	0.7170	494	0.6126	0.2667	0.6126	0.7827
No log	0.7199	496	0.8198	0.0774	0.8198	0.9054
No log	0.7228	498	1.2752	0.0	1.2752	1.1293
0.338	0.7257	500	1.4952	0.0	1.4952	1.2228
0.338	0.7286	502	1.4854	0.0	1.4854	1.2188
0.338	0.7315	504	1.2799	0.0	1.2799	1.1313
0.338	0.7344	506	0.9198	0.0774	0.9198	0.9591
0.338	0.7373	508	0.7599	0.4310	0.7599	0.8717
0.338	0.7402	510	0.8188	0.0704	0.8188	0.9049
0.338	0.7431	512	1.0662	0.0833	1.0662	1.0326
0.338	0.7460	514	1.3752	0.0	1.3752	1.1727
0.338	0.7489	516	1.3788	0.0	1.3788	1.1742
0.338	0.7518	518	1.1133	0.0884	1.1133	1.0551
0.338	0.7547	520	1.0926	0.0884	1.0926	1.0453
0.338	0.7576	522	1.0537	0.0833	1.0537	1.0265
0.338	0.7605	524	1.2917	0.0966	1.2917	1.1365
0.338	0.7634	526	1.2804	0.0966	1.2804	1.1316
0.338	0.7663	528	1.0260	0.0774	1.0260	1.0129
0.338	0.7692	530	0.7828	0.0620	0.7828	0.8847
0.338	0.7721	532	0.8574	0.0704	0.8574	0.9260
0.338	0.7750	534	1.2505	0.0966	1.2505	1.1182
0.338	0.7779	536	1.3963	0.0966	1.3963	1.1816
0.338	0.7808	538	1.2897	0.0966	1.2897	1.1356
0.338	0.7837	540	1.0222	0.0774	1.0222	1.0110
0.338	0.7866	542	0.6874	-0.1748	0.6874	0.8291
0.338	0.7896	544	0.6643	0.2326	0.6643	0.8150
0.338	0.7925	546	0.7119	-0.1748	0.7119	0.8437
0.338	0.7954	548	1.0402	0.0833	1.0402	1.0199
0.338	0.7983	550	1.2680	0.0966	1.2680	1.1260
0.338	0.8012	552	1.1933	0.0928	1.1933	1.0924
0.338	0.8041	554	1.1882	0.0928	1.1882	1.0901
0.338	0.8070	556	1.0326	0.0833	1.0326	1.0162
0.338	0.8099	558	0.8166	0.0620	0.8166	0.9037
0.338	0.8128	560	0.7879	0.0517	0.7879	0.8876
0.338	0.8157	562	0.9430	0.0620	0.9430	0.9711
0.338	0.8186	564	1.2218	0.0884	1.2218	1.1053
0.338	0.8215	566	1.4439	0.0	1.4439	1.2016
0.338	0.8244	568	1.2163	0.0928	1.2163	1.1029
0.338	0.8273	570	1.0609	0.0884	1.0609	1.0300
0.338	0.8302	572	0.9206	0.0833	0.9206	0.9595
0.338	0.8331	574	0.9152	0.0704	0.9152	0.9567
0.338	0.8360	576	0.9767	0.0774	0.9767	0.9883
0.338	0.8389	578	0.9042	0.0620	0.9042	0.9509
0.338	0.8418	580	0.8427	0.0620	0.8427	0.9180
0.338	0.8447	582	0.9170	0.0704	0.9170	0.9576
0.338	0.8476	584	1.3040	0.0928	1.3040	1.1419
0.338	0.8505	586	1.4196	0.0	1.4196	1.1914
0.338	0.8534	588	1.1902	-0.0097	1.1902	1.0910
0.338	0.8563	590	1.0464	0.0884	1.0464	1.0229
0.338	0.8592	592	1.0379	0.0833	1.0379	1.0188
0.338	0.8621	594	1.0097	0.0774	1.0097	1.0048
0.338	0.8650	596	0.8359	0.0620	0.8359	0.9142
0.338	0.8679	598	0.8189	0.0620	0.8189	0.9049
0.338	0.8708	600	1.0732	0.0833	1.0732	1.0359
0.338	0.8737	602	1.2522	0.0884	1.2522	1.1190
0.338	0.8766	604	1.4283	0.0	1.4283	1.1951
0.338	0.8795	606	1.2886	0.0928	1.2886	1.1352
0.338	0.8824	608	0.9977	0.0704	0.9977	0.9989
0.338	0.8853	610	1.0272	0.0774	1.0272	1.0135
0.338	0.8882	612	1.4157	0.0966	1.4157	1.1898
0.338	0.8911	614	1.4389	0.0	1.4389	1.1995
0.338	0.8940	616	1.3303	0.0966	1.3303	1.1534
0.338	0.8970	618	1.0685	0.0884	1.0685	1.0337
0.338	0.8999	620	1.0472	0.0884	1.0472	1.0233
0.338	0.9028	622	1.3137	0.0966	1.3137	1.1462
0.338	0.9057	624	1.3134	0.0966	1.3134	1.1460
0.338	0.9086	626	1.1247	0.0884	1.1247	1.0605
0.338	0.9115	628	0.9028	0.0704	0.9028	0.9501
0.338	0.9144	630	0.9976	0.0833	0.9976	0.9988
0.338	0.9173	632	1.2983	0.0	1.2983	1.1394
0.338	0.9202	634	1.4173	0.0	1.4173	1.1905
0.338	0.9231	636	1.2730	0.0966	1.2730	1.1283
0.338	0.9260	638	0.9329	0.0774	0.9329	0.9659
0.338	0.9289	640	0.8645	0.0517	0.8645	0.9298
0.338	0.9318	642	1.0894	0.0774	1.0894	1.0437
0.338	0.9347	644	1.5993	0.0	1.5993	1.2646
0.338	0.9376	646	1.5185	0.0966	1.5185	1.2323
0.338	0.9405	648	1.1400	0.0833	1.1400	1.0677
0.338	0.9434	650	1.0120	0.0774	1.0120	1.0060
0.338	0.9463	652	1.0016	0.0774	1.0016	1.0008
0.338	0.9492	654	1.1639	0.0928	1.1639	1.0788
0.338	0.9521	656	1.2567	0.0928	1.2567	1.1210
0.338	0.9550	658	1.2884	-0.0097	1.2884	1.1351
0.338	0.9579	660	1.2264	0.0928	1.2264	1.1074
0.338	0.9608	662	1.0204	0.0833	1.0204	1.0101
0.338	0.9637	664	0.9520	0.0833	0.9520	0.9757
0.338	0.9666	666	1.0298	0.0884	1.0298	1.0148
0.338	0.9695	668	1.1248	0.0928	1.1248	1.0606
0.338	0.9724	670	1.2270	0.0928	1.2270	1.1077
0.338	0.9753	672	1.0004	0.0928	1.0004	1.0002
0.338	0.9782	674	0.7465	0.0517	0.7465	0.8640
0.338	0.9811	676	0.7819	0.0704	0.7819	0.8843
0.338	0.9840	678	0.9740	0.0884	0.9740	0.9869
0.338	0.9869	680	1.0385	0.0928	1.0385	1.0191
0.338	0.9898	682	0.9119	0.0833	0.9119	0.9550
0.338	0.9927	684	0.7431	0.4660	0.7431	0.8620
0.338	0.9956	686	0.6932	0.2667	0.6932	0.8326
0.338	0.9985	688	0.8336	0.0704	0.8336	0.9130
0.338	1.0015	690	0.9940	0.0833	0.9940	0.9970
0.338	1.0044	692	1.4703	0.0	1.4703	1.2126
0.338	1.0073	694	1.6532	0.0	1.6532	1.2858
0.338	1.0102	696	1.4501	0.0	1.4501	1.2042
0.338	1.0131	698	1.0517	0.0884	1.0517	1.0255
0.338	1.0160	700	0.7392	0.2667	0.7392	0.8598
0.338	1.0189	702	0.7057	0.0	0.7057	0.8401
0.338	1.0218	704	0.7803	0.2667	0.7803	0.8834
0.338	1.0247	706	0.9852	0.0884	0.9852	0.9926
0.338	1.0276	708	1.2295	0.0966	1.2295	1.1088
0.338	1.0305	710	1.1431	0.0884	1.1431	1.0691
0.338	1.0334	712	0.9519	0.0774	0.9519	0.9756
0.338	1.0363	714	0.9724	0.0774	0.9724	0.9861
0.338	1.0392	716	1.0124	0.0774	1.0124	1.0062
0.338	1.0421	718	1.0839	0.0833	1.0839	1.0411
0.338	1.0450	720	1.2838	0.0966	1.2838	1.1330
0.338	1.0479	722	1.4076	0.0966	1.4076	1.1864
0.338	1.0508	724	1.2020	0.0928	1.2020	1.0963
0.338	1.0537	726	0.8627	0.0704	0.8627	0.9288
0.338	1.0566	728	0.7035	-0.1748	0.7035	0.8387
0.338	1.0595	730	0.7052	-0.1748	0.7052	0.8397
0.338	1.0624	732	0.8395	0.0517	0.8395	0.9162
0.338	1.0653	734	1.1505	0.0928	1.1505	1.0726
0.338	1.0682	736	1.4109	0.0	1.4109	1.1878
0.338	1.0711	738	1.3386	0.0	1.3386	1.1570
0.338	1.0740	740	1.0576	0.0884	1.0576	1.0284
0.338	1.0769	742	0.7463	-0.1748	0.7463	0.8639
0.338	1.0798	744	0.6622	0.0	0.6622	0.8137
0.338	1.0827	746	0.6701	0.2667	0.6701	0.8186
0.338	1.0856	748	0.7714	0.0517	0.7714	0.8783
0.338	1.0885	750	1.0419	0.0833	1.0419	1.0207
0.338	1.0914	752	1.1144	0.0884	1.1144	1.0557
0.338	1.0943	754	0.9130	0.0704	0.9130	0.9555
0.338	1.0972	756	0.8911	0.0620	0.8911	0.9440
0.338	1.1001	758	0.9894	0.0704	0.9894	0.9947
0.338	1.1030	760	0.9127	0.0620	0.9127	0.9553
0.338	1.1060	762	0.8242	-0.1748	0.8242	0.9078
0.338	1.1089	764	0.9763	0.0704	0.9763	0.9881
0.338	1.1118	766	1.1329	0.0833	1.1329	1.0644
0.338	1.1147	768	1.1823	0.0928	1.1823	1.0873
0.338	1.1176	770	1.0201	0.0833	1.0201	1.0100
0.338	1.1205	772	0.8669	0.0517	0.8669	0.9311
0.338	1.1234	774	0.8137	0.0517	0.8137	0.9021
0.338	1.1263	776	0.7983	0.0517	0.7983	0.8935
0.338	1.1292	778	0.8853	0.0704	0.8853	0.9409
0.338	1.1321	780	1.1241	0.0884	1.1241	1.0602
0.338	1.1350	782	1.1888	0.0884	1.1888	1.0903
0.338	1.1379	784	1.1029	0.0884	1.1029	1.0502
0.338	1.1408	786	1.2197	0.0928	1.2197	1.1044
0.338	1.1437	788	1.0990	0.0928	1.0990	1.0483
0.338	1.1466	790	0.8027	0.0517	0.8027	0.8960
0.338	1.1495	792	0.6772	0.2667	0.6772	0.8229
0.338	1.1524	794	0.7017	0.0517	0.7017	0.8377
0.338	1.1553	796	0.9162	0.0704	0.9162	0.9572
0.338	1.1582	798	1.2487	0.0928	1.2487	1.1175
0.338	1.1611	800	1.2748	-0.0097	1.2748	1.1291
0.338	1.1640	802	1.2220	0.0928	1.2220	1.1055
0.338	1.1669	804	1.1916	0.0928	1.1916	1.0916
0.338	1.1698	806	1.0891	0.0928	1.0891	1.0436
0.338	1.1727	808	1.0823	0.0928	1.0823	1.0403
0.338	1.1756	810	0.8693	0.0620	0.8693	0.9324
0.338	1.1785	812	0.8194	0.0517	0.8194	0.9052
0.338	1.1814	814	0.7944	0.0517	0.7944	0.8913
0.338	1.1843	816	0.8854	0.0620	0.8854	0.9409
0.338	1.1872	818	1.0853	0.0774	1.0853	1.0418
0.338	1.1901	820	1.1530	0.0774	1.1530	1.0738
0.338	1.1930	822	1.2623	0.0884	1.2623	1.1235
0.338	1.1959	824	1.1835	0.0833	1.1835	1.0879
0.338	1.1988	826	1.0330	0.0774	1.0330	1.0164
0.338	1.2017	828	1.0051	0.0774	1.0051	1.0025
0.338	1.2046	830	1.2567	0.0928	1.2567	1.1210
0.338	1.2075	832	1.4470	0.0	1.4470	1.2029
0.338	1.2104	834	1.4094	0.0	1.4094	1.1872
0.338	1.2134	836	1.0802	0.0884	1.0802	1.0393
0.338	1.2163	838	0.9716	0.0704	0.9716	0.9857
0.338	1.2192	840	1.1420	0.0928	1.1420	1.0687
0.338	1.2221	842	1.1849	0.0	1.1849	1.0885
0.338	1.2250	844	1.0342	0.0833	1.0342	1.0170
0.338	1.2279	846	1.0613	0.0884	1.0613	1.0302
0.338	1.2308	848	1.0586	0.0884	1.0586	1.0289
0.338	1.2337	850	1.2480	0.0	1.2480	1.1171
0.338	1.2366	852	1.2693	0.0	1.2693	1.1266
0.338	1.2395	854	0.9342	0.0620	0.9342	0.9665
0.338	1.2424	856	0.8757	0.0517	0.8757	0.9358
0.338	1.2453	858	1.1041	0.0833	1.1041	1.0508
0.338	1.2482	860	1.6605	0.0	1.6605	1.2886
0.338	1.2511	862	1.7926	0.0	1.7926	1.3389
0.338	1.2540	864	1.5738	0.0	1.5738	1.2545
0.338	1.2569	866	1.2090	0.0966	1.2090	1.0996
0.338	1.2598	868	1.0602	0.0884	1.0602	1.0297
0.338	1.2627	870	1.1036	0.0928	1.1036	1.0505
0.338	1.2656	872	1.2250	0.0	1.2250	1.1068
0.338	1.2685	874	1.1701	-0.0097	1.1701	1.0817
0.338	1.2714	876	1.2925	0.0	1.2925	1.1369
0.338	1.2743	878	1.4371	0.0	1.4371	1.1988
0.338	1.2772	880	1.2989	0.0	1.2989	1.1397
0.338	1.2801	882	1.1120	0.0774	1.1120	1.0545
0.338	1.2830	884	1.2271	-0.0097	1.2271	1.1077
0.338	1.2859	886	1.2179	0.0	1.2179	1.1036
0.338	1.2888	888	1.0508	0.0774	1.0508	1.0251
0.338	1.2917	890	0.9425	0.0704	0.9425	0.9708
0.338	1.2946	892	1.0727	0.0774	1.0727	1.0357
0.338	1.2975	894	1.2283	0.0	1.2283	1.1083
0.338	1.3004	896	1.1910	-0.0206	1.1910	1.0913
0.338	1.3033	898	1.2370	0.0	1.2370	1.1122
0.338	1.3062	900	1.0468	0.0884	1.0468	1.0231
0.338	1.3091	902	0.8625	0.0704	0.8625	0.9287
0.338	1.3120	904	0.8314	0.0517	0.8314	0.9118
0.338	1.3149	906	0.8764	0.0704	0.8764	0.9362
0.338	1.3179	908	0.8143	-0.1748	0.8143	0.9024
0.338	1.3208	910	0.8824	0.0704	0.8824	0.9394
0.338	1.3237	912	1.0355	0.0884	1.0355	1.0176
0.338	1.3266	914	1.2133	0.0928	1.2133	1.1015
0.338	1.3295	916	1.3837	0.0	1.3837	1.1763
0.338	1.3324	918	1.2718	0.0928	1.2718	1.1278
0.338	1.3353	920	0.9376	-0.1085	0.9376	0.9683
0.338	1.3382	922	0.7937	-0.1748	0.7937	0.8909
0.338	1.3411	924	0.7774	-0.4667	0.7774	0.8817
0.338	1.3440	926	0.8517	-0.1379	0.8517	0.9229
0.338	1.3469	928	1.0746	0.0774	1.0746	1.0366
0.338	1.3498	930	1.1168	0.0833	1.1168	1.0568
0.338	1.3527	932	1.1091	0.0774	1.1091	1.0531
0.338	1.3556	934	1.0855	0.0774	1.0855	1.0419
0.338	1.3585	936	0.9065	-0.1085	0.9065	0.9521
0.338	1.3614	938	0.8459	-0.1379	0.8459	0.9197
0.338	1.3643	940	0.9263	-0.1085	0.9263	0.9625
0.338	1.3672	942	1.1540	0.0774	1.1540	1.0743
0.338	1.3701	944	1.2865	-0.0097	1.2865	1.1342
0.338	1.3730	946	1.2389	-0.0206	1.2389	1.1130
0.338	1.3759	948	0.9638	0.0704	0.9638	0.9818
0.338	1.3788	950	0.7927	-0.1748	0.7927	0.8904
0.338	1.3817	952	0.7602	-0.1748	0.7602	0.8719
0.338	1.3846	954	0.8017	-0.1748	0.8017	0.8954
0.338	1.3875	956	0.9694	0.0704	0.9694	0.9846
0.338	1.3904	958	1.0932	0.0774	1.0932	1.0456
0.338	1.3933	960	1.0778	0.0774	1.0778	1.0381
0.338	1.3962	962	1.2285	0.0884	1.2285	1.1084
0.338	1.3991	964	1.2692	-0.0097	1.2692	1.1266
0.338	1.4020	966	1.1107	0.0833	1.1107	1.0539
0.338	1.4049	968	0.9348	0.0774	0.9348	0.9668
0.338	1.4078	970	0.9465	0.0774	0.9465	0.9729
0.338	1.4107	972	1.2114	-0.0097	1.2114	1.1006
0.338	1.4136	974	1.3825	-0.0097	1.3825	1.1758
0.338	1.4165	976	1.3125	-0.0097	1.3125	1.1457
0.338	1.4194	978	0.9954	0.0774	0.9954	0.9977
0.338	1.4224	980	0.7797	-0.1748	0.7797	0.8830
0.338	1.4253	982	0.7370	-0.1748	0.7370	0.8585
0.338	1.4282	984	0.7960	0.0517	0.7960	0.8922
0.338	1.4311	986	0.9776	0.0774	0.9776	0.9887
0.338	1.4340	988	1.0693	0.0884	1.0693	1.0341
0.338	1.4369	990	0.9943	0.0774	0.9943	0.9972
0.338	1.4398	992	0.8641	0.0704	0.8641	0.9296
0.338	1.4427	994	0.8581	0.0704	0.8581	0.9263
0.338	1.4456	996	0.9257	0.0704	0.9257	0.9621
0.338	1.4485	998	1.0934	0.0928	1.0934	1.0457
0.1355	1.4514	1000	1.0255	0.0884	1.0255	1.0127
0.1355	1.4543	1002	0.9290	0.0704	0.9290	0.9638
0.1355	1.4572	1004	0.8245	-0.1748	0.8245	0.9080
0.1355	1.4601	1006	0.8218	-0.1748	0.8218	0.9065
0.1355	1.4630	1008	0.7757	-0.1748	0.7757	0.8807
0.1355	1.4659	1010	0.8656	0.0620	0.8656	0.9304
0.1355	1.4688	1012	1.1328	0.0928	1.1328	1.0644
0.1355	1.4717	1014	1.5013	0.0	1.5013	1.2253
0.1355	1.4746	1016	1.5454	0.0	1.5454	1.2431
0.1355	1.4775	1018	1.2465	0.0928	1.2465	1.1165
0.1355	1.4804	1020	0.9389	0.0704	0.9389	0.9690
0.1355	1.4833	1022	1.0107	0.0833	1.0107	1.0054
0.1355	1.4862	1024	1.1708	0.0928	1.1708	1.0821
0.1355	1.4891	1026	1.3123	0.0	1.3123	1.1455
0.1355	1.4920	1028	1.3005	0.0	1.3005	1.1404
0.1355	1.4949	1030	1.1489	-0.0097	1.1489	1.0719
0.1355	1.4978	1032	0.8846	0.0620	0.8846	0.9405
0.1355	1.5007	1034	0.7128	0.2667	0.7128	0.8443
0.1355	1.5036	1036	0.6692	0.2667	0.6692	0.8181
0.1355	1.5065	1038	0.7326	0.2667	0.7326	0.8559
0.1355	1.5094	1040	0.9673	0.0833	0.9673	0.9835
0.1355	1.5123	1042	1.2028	-0.0097	1.2028	1.0967
0.1355	1.5152	1044	1.3109	0.0	1.3109	1.1450
0.1355	1.5181	1046	1.1835	-0.0097	1.1835	1.0879
0.1355	1.5210	1048	0.9000	0.0704	0.9000	0.9487
0.1355	1.5239	1050	0.8216	0.0620	0.8216	0.9064
0.1355	1.5269	1052	0.9519	0.0774	0.9519	0.9756
0.1355	1.5298	1054	1.3360	-0.0097	1.3360	1.1558
0.1355	1.5327	1056	1.4662	0.0	1.4662	1.2109
0.1355	1.5356	1058	1.2829	-0.0097	1.2829	1.1326
0.1355	1.5385	1060	0.9045	0.0774	0.9045	0.9510
0.1355	1.5414	1062	0.7646	0.0517	0.7646	0.8744
0.1355	1.5443	1064	0.8039	0.0517	0.8039	0.8966
0.1355	1.5472	1066	1.0024	0.0774	1.0024	1.0012
0.1355	1.5501	1068	1.2124	-0.0097	1.2124	1.1011
0.1355	1.5530	1070	1.2518	0.0928	1.2518	1.1188
0.1355	1.5559	1072	1.0918	0.0833	1.0918	1.0449
0.1355	1.5588	1074	1.0661	0.0833	1.0661	1.0325
0.1355	1.5617	1076	1.1303	0.0884	1.1303	1.0631
0.1355	1.5646	1078	1.1838	0.0928	1.1838	1.0880
0.1355	1.5675	1080	1.1761	0.0928	1.1761	1.0845
0.1355	1.5704	1082	1.0057	0.0833	1.0057	1.0028
0.1355	1.5733	1084	0.9704	0.0774	0.9704	0.9851
0.1355	1.5762	1086	0.8884	0.0704	0.8884	0.9426
0.1355	1.5791	1088	0.8218	0.0620	0.8218	0.9065
0.1355	1.5820	1090	0.8545	0.0704	0.8545	0.9244
0.1355	1.5849	1092	1.0098	0.0833	1.0098	1.0049
0.1355	1.5878	1094	1.2338	0.0928	1.2338	1.1108
0.1355	1.5907	1096	1.2020	0.0884	1.2020	1.0964
0.1355	1.5936	1098	1.0272	0.0833	1.0272	1.0135
0.1355	1.5965	1100	0.8086	0.0620	0.8086	0.8992
0.1355	1.5994	1102	0.7423	-0.1748	0.7423	0.8616
0.1355	1.6023	1104	0.8149	0.0620	0.8149	0.9027
0.1355	1.6052	1106	1.0494	0.0884	1.0494	1.0244
0.1355	1.6081	1108	1.2332	0.0	1.2332	1.1105
0.1355	1.6110	1110	1.2014	-0.0097	1.2014	1.0961
0.1355	1.6139	1112	1.0166	0.0884	1.0166	1.0083
0.1355	1.6168	1114	0.7957	-0.1379	0.7957	0.8920
0.1355	1.6197	1116	0.7461	0.2667	0.7461	0.8638
0.1355	1.6226	1118	0.8250	0.0704	0.8250	0.9083
0.1355	1.6255	1120	0.9486	0.0774	0.9486	0.9740
0.1355	1.6284	1122	1.0124	0.0774	1.0124	1.0062
0.1355	1.6313	1124	0.8974	0.0704	0.8974	0.9473
0.1355	1.6343	1126	0.8114	-0.1085	0.8114	0.9008
0.1355	1.6372	1128	0.8308	-0.1085	0.8308	0.9115
0.1355	1.6401	1130	0.8462	-0.1085	0.8462	0.9199
0.1355	1.6430	1132	0.9405	0.0704	0.9405	0.9698
0.1355	1.6459	1134	0.9343	0.0704	0.9343	0.9666
0.1355	1.6488	1136	0.9550	0.0704	0.9550	0.9773
0.1355	1.6517	1138	0.9697	0.0704	0.9697	0.9847
0.1355	1.6546	1140	0.9076	-0.1085	0.9076	0.9527
0.1355	1.6575	1142	0.9135	-0.1085	0.9135	0.9558
0.1355	1.6604	1144	0.8750	-0.1085	0.8750	0.9354
0.1355	1.6633	1146	0.9529	0.0704	0.9529	0.9762
0.1355	1.6662	1148	1.3272	-0.0097	1.3272	1.1520
0.1355	1.6691	1150	1.4790	0.0	1.4790	1.2161
0.1355	1.6720	1152	1.2918	-0.0097	1.2918	1.1366
0.1355	1.6749	1154	0.9627	0.0704	0.9627	0.9812
0.1355	1.6778	1156	0.7506	0.2667	0.7506	0.8664
0.1355	1.6807	1158	0.7341	0.0	0.7341	0.8568
0.1355	1.6836	1160	0.8403	-0.1085	0.8403	0.9167
0.1355	1.6865	1162	1.0633	0.0884	1.0633	1.0312
0.1355	1.6894	1164	1.2205	0.0	1.2205	1.1048
0.1355	1.6923	1166	1.1785	0.0	1.1785	1.0856
0.1355	1.6952	1168	1.0821	-0.0206	1.0821	1.0403
0.1355	1.6981	1170	0.9402	0.0774	0.9402	0.9696
0.1355	1.7010	1172	0.7795	0.2667	0.7795	0.8829
0.1355	1.7039	1174	0.7165	0.0	0.7165	0.8465
0.1355	1.7068	1176	0.7521	0.2667	0.7521	0.8673
0.1355	1.7097	1178	0.8498	-0.1085	0.8498	0.9218
0.1355	1.7126	1180	0.8522	-0.1085	0.8522	0.9231
0.1355	1.7155	1182	0.7939	0.0	0.7939	0.8910
0.1355	1.7184	1184	0.8692	-0.1085	0.8692	0.9323
0.1355	1.7213	1186	1.0989	0.0884	1.0989	1.0483
0.1355	1.7242	1188	1.2908	0.0	1.2908	1.1361
0.1355	1.7271	1190	1.3525	0.0	1.3525	1.1630
0.1355	1.7300	1192	1.2438	0.0	1.2438	1.1153
0.1355	1.7329	1194	0.9940	0.0704	0.9940	0.9970
0.1355	1.7358	1196	0.8403	-0.1748	0.8403	0.9167
0.1355	1.7388	1198	0.8452	-0.1085	0.8452	0.9193
0.1355	1.7417	1200	0.9810	0.0704	0.9810	0.9905
0.1355	1.7446	1202	1.2974	-0.0097	1.2974	1.1390
0.1355	1.7475	1204	1.4402	0.0	1.4402	1.2001
0.1355	1.7504	1206	1.3532	-0.0097	1.3532	1.1633
0.1355	1.7533	1208	1.0890	0.0833	1.0890	1.0435
0.1355	1.7562	1210	0.8710	-0.1085	0.8710	0.9333
0.1355	1.7591	1212	0.8250	-0.1748	0.8250	0.9083
0.1355	1.7620	1214	0.9117	-0.1085	0.9117	0.9548
0.1355	1.7649	1216	1.1465	-0.0206	1.1465	1.0707
0.1355	1.7678	1218	1.4519	0.0	1.4519	1.2049
0.1355	1.7707	1220	1.5234	0.0	1.5234	1.2343
0.1355	1.7736	1222	1.3921	0.0	1.3921	1.1799
0.1355	1.7765	1224	1.1321	-0.0097	1.1321	1.0640
0.1355	1.7794	1226	0.8738	-0.1379	0.8738	0.9348
0.1355	1.7823	1228	0.8136	0.2667	0.8136	0.9020
0.1355	1.7852	1230	0.8574	-0.1379	0.8574	0.9260
0.1355	1.7881	1232	1.0159	0.0774	1.0159	1.0079
0.1355	1.7910	1234	1.2353	-0.0097	1.2353	1.1115
0.1355	1.7939	1236	1.2815	0.0	1.2815	1.1320
0.1355	1.7968	1238	1.1217	0.0833	1.1217	1.0591
0.1355	1.7997	1240	0.9035	0.0704	0.9035	0.9505
0.1355	1.8026	1242	0.7572	0.0	0.7572	0.8702
0.1355	1.8055	1244	0.7442	0.0	0.7442	0.8627
0.1355	1.8084	1246	0.8062	-0.1379	0.8062	0.8979
0.1355	1.8113	1248	0.8993	0.0704	0.8993	0.9483
0.1355	1.8142	1250	1.0999	0.0884	1.0999	1.0488
0.1355	1.8171	1252	1.1921	-0.0206	1.1921	1.0918
0.1355	1.8200	1254	1.0848	0.0774	1.0848	1.0415
0.1355	1.8229	1256	0.8833	0.0620	0.8833	0.9398
0.1355	1.8258	1258	0.7446	0.0	0.7446	0.8629
0.1355	1.8287	1260	0.7347	0.0	0.7347	0.8572
0.1355	1.8316	1262	0.7680	-0.1379	0.7680	0.8763
0.1355	1.8345	1264	0.8799	0.0704	0.8799	0.9380
0.1355	1.8374	1266	0.9551	0.0704	0.9551	0.9773
0.1355	1.8403	1268	0.9115	0.0704	0.9115	0.9547
0.1355	1.8433	1270	0.8314	0.0704	0.8314	0.9118
0.1355	1.8462	1272	0.8691	0.0704	0.8691	0.9323
0.1355	1.8491	1274	1.0129	0.0833	1.0129	1.0064
0.1355	1.8520	1276	0.9979	0.0833	0.9979	0.9989
0.1355	1.8549	1278	0.8189	0.0704	0.8189	0.9049
0.1355	1.8578	1280	0.7328	0.2667	0.7328	0.8560
0.1355	1.8607	1282	0.7492	-0.1379	0.7492	0.8656
0.1355	1.8636	1284	0.8769	0.0704	0.8769	0.9364
0.1355	1.8665	1286	1.2105	0.0928	1.2105	1.1002
0.1355	1.8694	1288	1.4448	0.0	1.4448	1.2020
0.1355	1.8723	1290	1.4438	0.0	1.4438	1.2016
0.1355	1.8752	1292	1.1809	0.0884	1.1809	1.0867
0.1355	1.8781	1294	1.0304	0.0833	1.0304	1.0151
0.1355	1.8810	1296	0.9379	0.0704	0.9379	0.9685
0.1355	1.8839	1298	1.0179	0.0833	1.0179	1.0089
0.1355	1.8868	1300	0.9732	0.0774	0.9732	0.9865
0.1355	1.8897	1302	0.8244	-0.1379	0.8244	0.9080
0.1355	1.8926	1304	0.7778	-0.1379	0.7778	0.8820
0.1355	1.8955	1306	0.8168	-0.1379	0.8168	0.9038
0.1355	1.8984	1308	0.8244	-0.1379	0.8244	0.9079
0.1355	1.9013	1310	0.9685	0.0774	0.9685	0.9841
0.1355	1.9042	1312	1.2962	0.0	1.2962	1.1385
0.1355	1.9071	1314	1.4398	0.0	1.4398	1.1999
0.1355	1.9100	1316	1.3396	0.0	1.3396	1.1574
0.1355	1.9129	1318	1.0597	0.0833	1.0597	1.0294
0.1355	1.9158	1320	0.7524	-0.1379	0.7524	0.8674
0.1355	1.9187	1322	0.6653	0.2667	0.6653	0.8156
0.1355	1.9216	1324	0.6731	0.2667	0.6731	0.8204
0.1355	1.9245	1326	0.7712	0.0620	0.7712	0.8782
0.1355	1.9274	1328	0.9163	0.0704	0.9163	0.9572
0.1355	1.9303	1330	1.0352	0.0833	1.0352	1.0174
0.1355	1.9332	1332	1.1272	0.0833	1.1272	1.0617
0.1355	1.9361	1334	1.0218	0.0833	1.0218	1.0109
0.1355	1.9390	1336	0.8357	0.0704	0.8357	0.9142
0.1355	1.9419	1338	0.7974	0.0704	0.7974	0.8930
0.1355	1.9448	1340	0.9098	0.0704	0.9098	0.9538
0.1355	1.9478	1342	1.2455	0.0928	1.2455	1.1160
0.1355	1.9507	1344	1.4056	0.0	1.4056	1.1856
0.1355	1.9536	1346	1.2413	0.0928	1.2413	1.1142
0.1355	1.9565	1348	1.0465	0.0833	1.0465	1.0230
0.1355	1.9594	1350	0.9614	0.0704	0.9614	0.9805
0.1355	1.9623	1352	1.0441	0.0833	1.0441	1.0218
0.1355	1.9652	1354	1.3079	0.0928	1.3079	1.1436
0.1355	1.9681	1356	1.3822	0.0	1.3822	1.1757
0.1355	1.9710	1358	1.2187	0.0928	1.2187	1.1040
0.1355	1.9739	1360	0.9907	0.0833	0.9907	0.9953
0.1355	1.9768	1362	0.7884	0.0704	0.7884	0.8879
0.1355	1.9797	1364	0.6991	0.2667	0.6991	0.8361
0.1355	1.9826	1366	0.6910	0.2667	0.6910	0.8313
0.1355	1.9855	1368	0.7364	0.4310	0.7364	0.8582
0.1355	1.9884	1370	0.9139	0.0774	0.9139	0.9560
0.1355	1.9913	1372	1.0860	0.0833	1.0860	1.0421
0.1355	1.9942	1374	1.0856	0.0833	1.0856	1.0419
0.1355	1.9971	1376	1.0722	0.0833	1.0722	1.0355
0.1355	2.0	1378	1.1152	0.0833	1.1152	1.0560
0.1355	2.0029	1380	1.1443	0.0833	1.1443	1.0697
0.1355	2.0058	1382	1.1802	0.0833	1.1802	1.0864
0.1355	2.0087	1384	1.2287	0.0928	1.2287	1.1084
0.1355	2.0116	1386	1.1094	0.0833	1.1094	1.0533
0.1355	2.0145	1388	1.1030	0.0833	1.1030	1.0502
0.1355	2.0174	1390	1.1712	0.0884	1.1712	1.0822
0.1355	2.0203	1392	1.1699	0.0833	1.1699	1.0816
0.1355	2.0232	1394	1.2596	0.0966	1.2596	1.1223
0.1355	2.0261	1396	1.1881	0.0884	1.1881	1.0900
0.1355	2.0290	1398	0.9325	0.0704	0.9325	0.9657
0.1355	2.0319	1400	0.8750	0.0704	0.8750	0.9354
0.1355	2.0348	1402	0.9503	0.0704	0.9503	0.9748
0.1355	2.0377	1404	0.9226	0.0704	0.9226	0.9605
0.1355	2.0406	1406	0.8968	0.0704	0.8968	0.9470
0.1355	2.0435	1408	0.9869	0.0704	0.9869	0.9934
0.1355	2.0464	1410	1.1420	0.0966	1.1420	1.0687
0.1355	2.0493	1412	1.0966	0.0833	1.0966	1.0472
0.1355	2.0522	1414	0.9495	0.0704	0.9495	0.9744
0.1355	2.0552	1416	0.7726	0.0517	0.7726	0.8790
0.1355	2.0581	1418	0.7201	0.2667	0.7201	0.8486
0.1355	2.0610	1420	0.7884	0.0620	0.7884	0.8879
0.1355	2.0639	1422	0.9040	0.0704	0.9040	0.9508
0.1355	2.0668	1424	1.0195	0.0833	1.0195	1.0097
0.1355	2.0697	1426	1.0874	0.0928	1.0874	1.0428
0.1355	2.0726	1428	1.0288	0.0833	1.0288	1.0143
0.1355	2.0755	1430	1.0673	0.0928	1.0673	1.0331
0.1355	2.0784	1432	0.9208	0.0774	0.9208	0.9596
0.1355	2.0813	1434	0.7516	0.4310	0.7516	0.8670
0.1355	2.0842	1436	0.7328	0.4310	0.7328	0.8560
0.1355	2.0871	1438	0.8628	0.0704	0.8628	0.9289
0.1355	2.0900	1440	1.0493	0.0928	1.0493	1.0244
0.1355	2.0929	1442	1.0751	0.0928	1.0751	1.0369
0.1355	2.0958	1444	0.9561	0.0833	0.9561	0.9778
0.1355	2.0987	1446	0.7669	0.4310	0.7669	0.8757
0.1355	2.1016	1448	0.7319	0.2524	0.7319	0.8555
0.1355	2.1045	1450	0.8406	0.0704	0.8406	0.9168
0.1355	2.1074	1452	1.0819	0.0928	1.0819	1.0401
0.1355	2.1103	1454	1.1894	0.0	1.1894	1.0906
0.1355	2.1132	1456	1.1030	0.0928	1.1030	1.0502
0.1355	2.1161	1458	0.9189	0.0833	0.9189	0.9586
0.1355	2.1190	1460	0.7003	0.2667	0.7003	0.8369
0.1355	2.1219	1462	0.6585	0.0	0.6585	0.8115
0.1355	2.1248	1464	0.7232	0.2524	0.7232	0.8504
0.1355	2.1277	1466	0.9015	0.0774	0.9015	0.9495
0.1355	2.1306	1468	1.0104	0.0833	1.0104	1.0052
0.1355	2.1335	1470	0.9904	0.0833	0.9904	0.9952
0.1355	2.1364	1472	0.8782	0.0704	0.8782	0.9371
0.1355	2.1393	1474	0.8348	0.0620	0.8348	0.9137
0.1355	2.1422	1476	0.9733	0.0774	0.9733	0.9866
0.1355	2.1451	1478	1.0850	0.0833	1.0850	1.0416
0.1355	2.1480	1480	1.0458	0.0833	1.0458	1.0226
0.1355	2.1509	1482	0.8558	0.0620	0.8558	0.9251
0.1355	2.1538	1484	0.7804	-0.1379	0.7804	0.8834
0.1355	2.1567	1486	0.8579	0.0620	0.8579	0.9262
0.1355	2.1597	1488	0.9614	0.0774	0.9614	0.9805
0.1355	2.1626	1490	0.9766	0.0774	0.9766	0.9882
0.1355	2.1655	1492	0.9782	0.0774	0.9782	0.9890
0.1355	2.1684	1494	0.9505	0.0774	0.9505	0.9749
0.1355	2.1713	1496	0.8231	0.0620	0.8231	0.9072
0.1355	2.1742	1498	0.7522	0.2667	0.7522	0.8673
0.1094	2.1771	1500	0.8287	0.0620	0.8287	0.9103
0.1094	2.1800	1502	1.0626	0.0833	1.0626	1.0308
0.1094	2.1829	1504	1.1658	0.0966	1.1658	1.0797
0.1094	2.1858	1506	1.0252	0.0833	1.0252	1.0125
0.1094	2.1887	1508	0.9938	0.0833	0.9938	0.9969
0.1094	2.1916	1510	1.0145	0.0833	1.0145	1.0072
0.1094	2.1945	1512	0.9053	0.0774	0.9053	0.9515
0.1094	2.1974	1514	0.7444	0.2524	0.7444	0.8628
0.1094	2.2003	1516	0.7673	-0.1379	0.7673	0.8760
0.1094	2.2032	1518	0.9489	0.0833	0.9489	0.9741
0.1094	2.2061	1520	1.1998	0.0966	1.1998	1.0953
0.1094	2.2090	1522	1.2062	0.0966	1.2062	1.0982
0.1094	2.2119	1524	1.0148	0.0833	1.0148	1.0074
0.1094	2.2148	1526	0.8012	-0.1379	0.8012	0.8951
0.1094	2.2177	1528	0.7820	-0.1379	0.7820	0.8843
0.1094	2.2206	1530	0.7373	0.2667	0.7373	0.8587
0.1094	2.2235	1532	0.6828	0.0	0.6828	0.8263
0.1094	2.2264	1534	0.7108	0.2667	0.7108	0.8431
0.1094	2.2293	1536	0.8650	-0.1085	0.8650	0.9301
0.1094	2.2322	1538	0.9780	0.0833	0.9780	0.9889
0.1094	2.2351	1540	0.9911	0.0833	0.9911	0.9956
0.1094	2.2380	1542	0.8869	-0.1085	0.8869	0.9418
0.1094	2.2409	1544	0.8017	-0.1379	0.8017	0.8954
0.1094	2.2438	1546	0.7605	-0.1379	0.7605	0.8721
0.1094	2.2467	1548	0.7438	-0.1379	0.7438	0.8624
0.1094	2.2496	1550	0.7898	-0.1379	0.7898	0.8887
0.1094	2.2525	1552	0.8616	0.0704	0.8616	0.9282
0.1094	2.2554	1554	0.8681	0.0704	0.8681	0.9317
0.1094	2.2583	1556	0.7975	0.0620	0.7975	0.8930
0.1094	2.2612	1558	0.7391	-0.1379	0.7391	0.8597
0.1094	2.2642	1560	0.7473	-0.1379	0.7473	0.8644
0.1094	2.2671	1562	0.7338	-0.1748	0.7338	0.8566
0.1094	2.2700	1564	0.7949	0.0620	0.7949	0.8916
0.1094	2.2729	1566	0.9728	0.0774	0.9728	0.9863
0.1094	2.2758	1568	1.2427	0.0966	1.2427	1.1148
0.1094	2.2787	1570	1.2418	0.0	1.2418	1.1143
0.1094	2.2816	1572	1.0221	0.0774	1.0221	1.0110
0.1094	2.2845	1574	0.7700	0.0517	0.7700	0.8775
0.1094	2.2874	1576	0.7223	0.0517	0.7223	0.8499
0.1094	2.2903	1578	0.8248	0.0620	0.8248	0.9082
0.1094	2.2932	1580	1.0487	0.0774	1.0487	1.0241
0.1094	2.2961	1582	1.0794	0.0833	1.0794	1.0389
0.1094	2.2990	1584	0.9204	0.0774	0.9204	0.9594
0.1094	2.3019	1586	0.7711	0.0517	0.7711	0.8782
0.1094	2.3048	1588	0.6829	0.2667	0.6829	0.8264
0.1094	2.3077	1590	0.6985	0.2667	0.6985	0.8357
0.1094	2.3106	1592	0.8338	0.0620	0.8338	0.9131
0.1094	2.3135	1594	0.9657	0.0774	0.9657	0.9827
0.1094	2.3164	1596	1.0808	0.0774	1.0808	1.0396
0.1094	2.3193	1598	1.0634	0.0774	1.0634	1.0312
0.1094	2.3222	1600	0.9057	0.0704	0.9057	0.9517
0.1094	2.3251	1602	0.9020	0.0704	0.9020	0.9497
0.1094	2.3280	1604	1.0731	0.0774	1.0731	1.0359
0.1094	2.3309	1606	1.1824	0.0833	1.1824	1.0874
0.1094	2.3338	1608	1.1205	0.0774	1.1205	1.0585
0.1094	2.3367	1610	0.8726	0.0620	0.8726	0.9341
0.1094	2.3396	1612	0.7147	0.0	0.7147	0.8454
0.1094	2.3425	1614	0.7001	0.0	0.7001	0.8367
0.1094	2.3454	1616	0.7482	-0.1748	0.7482	0.8650
0.1094	2.3483	1618	0.9812	0.0774	0.9812	0.9905
0.1094	2.3512	1620	1.1422	0.0884	1.1422	1.0688
0.1094	2.3541	1622	1.0824	0.0774	1.0824	1.0404
0.1094	2.3570	1624	0.9164	0.0774	0.9164	0.9573
0.1094	2.3599	1626	0.7548	-0.1748	0.7548	0.8688
0.1094	2.3628	1628	0.6995	0.0	0.6995	0.8363
0.1094	2.3657	1630	0.7179	0.2667	0.7179	0.8473
0.1094	2.3687	1632	0.8118	0.0517	0.8118	0.9010
0.1094	2.3716	1634	1.0176	0.0774	1.0176	1.0088
0.1094	2.3745	1636	1.0048	0.0774	1.0048	1.0024
0.1094	2.3774	1638	0.8691	0.0774	0.8691	0.9322
0.1094	2.3803	1640	0.7843	0.0620	0.7843	0.8856
0.1094	2.3832	1642	0.7615	-0.1379	0.7615	0.8726
0.1094	2.3861	1644	0.8132	0.0704	0.8132	0.9018
0.1094	2.3890	1646	0.8860	0.0774	0.8860	0.9413
0.1094	2.3919	1648	0.8298	0.0704	0.8298	0.9109
0.1094	2.3948	1650	0.7382	-0.1748	0.7382	0.8592
0.1094	2.3977	1652	0.7478	-0.1748	0.7478	0.8647
0.1094	2.4006	1654	0.8243	0.0620	0.8243	0.9079
0.1094	2.4035	1656	0.9693	0.0774	0.9693	0.9845
0.1094	2.4064	1658	0.9916	0.0774	0.9916	0.9958
0.1094	2.4093	1660	0.8675	0.0774	0.8675	0.9314
0.1094	2.4122	1662	0.7788	-0.1379	0.7788	0.8825
0.1094	2.4151	1664	0.7820	-0.1379	0.7820	0.8843
0.1094	2.4180	1666	0.7937	0.0620	0.7937	0.8909
0.1094	2.4209	1668	0.8726	0.0774	0.8726	0.9341
0.1094	2.4238	1670	0.8654	0.0774	0.8654	0.9303
0.1094	2.4267	1672	0.9609	0.0774	0.9609	0.9803
0.1094	2.4296	1674	1.0926	0.0833	1.0926	1.0453
0.1094	2.4325	1676	1.0302	0.0774	1.0302	1.0150
0.1094	2.4354	1678	0.8161	0.0620	0.8161	0.9034
0.1094	2.4383	1680	0.6901	0.2667	0.6901	0.8307
0.1094	2.4412	1682	0.6863	0.0	0.6863	0.8284
0.1094	2.4441	1684	0.6840	0.2667	0.6840	0.8270
0.1094	2.4470	1686	0.7784	-0.1379	0.7784	0.8823
0.1094	2.4499	1688	0.9155	0.0774	0.9155	0.9568
0.1094	2.4528	1690	1.0223	0.0774	1.0223	1.0111
0.1094	2.4557	1692	1.1368	-0.0331	1.1368	1.0662
0.1094	2.4586	1694	1.0418	0.0774	1.0418	1.0207
0.1094	2.4615	1696	0.8208	0.0704	0.8208	0.9060
0.1094	2.4644	1698	0.6772	0.2667	0.6772	0.8229
0.1094	2.4673	1700	0.6539	0.0	0.6539	0.8086
0.1094	2.4702	1702	0.6553	0.2667	0.6553	0.8095
0.1094	2.4731	1704	0.7459	0.2524	0.7459	0.8637
0.1094	2.4761	1706	0.8685	0.0704	0.8685	0.9320
0.1094	2.4790	1708	0.9284	0.0774	0.9284	0.9635
0.1094	2.4819	1710	0.8648	0.0704	0.8648	0.9299
0.1094	2.4848	1712	0.7103	0.2667	0.7103	0.8428
0.1094	2.4877	1714	0.6430	0.0	0.6430	0.8019
0.1094	2.4906	1716	0.6471	0.0	0.6471	0.8044
0.1094	2.4935	1718	0.6648	0.2667	0.6648	0.8154
0.1094	2.4964	1720	0.8316	0.0704	0.8316	0.9119
0.1094	2.4993	1722	1.1288	-0.0206	1.1288	1.0624
0.1094	2.5022	1724	1.1910	-0.0097	1.1910	1.0913
0.1094	2.5051	1726	1.0702	-0.0206	1.0702	1.0345
0.1094	2.5080	1728	0.8392	0.4031	0.8392	0.9161
0.1094	2.5109	1730	0.6247	0.2667	0.6247	0.7904
0.1094	2.5138	1732	0.5745	0.0	0.5745	0.7580
0.1094	2.5167	1734	0.5715	0.0	0.5715	0.7560
0.1094	2.5196	1736	0.6007	0.2667	0.6007	0.7750
0.1094	2.5225	1738	0.7442	0.4310	0.7442	0.8627
0.1094	2.5254	1740	0.8560	0.4031	0.8560	0.9252
0.1094	2.5283	1742	0.8666	0.4031	0.8666	0.9309
0.1094	2.5312	1744	0.7515	0.4310	0.7515	0.8669
0.1094	2.5341	1746	0.7306	0.4310	0.7306	0.8548
0.1094	2.5370	1748	0.6549	0.2524	0.6549	0.8093
0.1094	2.5399	1750	0.5994	0.2667	0.5994	0.7742
0.1094	2.5428	1752	0.5909	0.2667	0.5909	0.7687
0.1094	2.5457	1754	0.6169	0.2667	0.6169	0.7855
0.1094	2.5486	1756	0.7133	0.2524	0.7133	0.8446
0.1094	2.5515	1758	1.0030	0.0774	1.0030	1.0015
0.1094	2.5544	1760	1.1857	-0.0097	1.1857	1.0889
0.1094	2.5573	1762	1.1414	-0.0206	1.1414	1.0684
0.1094	2.5602	1764	0.9467	0.0774	0.9467	0.9730
0.1094	2.5631	1766	0.7176	0.2524	0.7176	0.8471
0.1094	2.5660	1768	0.6506	0.2667	0.6506	0.8066
0.1094	2.5689	1770	0.6498	0.0	0.6498	0.8061
0.1094	2.5718	1772	0.6912	0.2667	0.6912	0.8314
0.1094	2.5747	1774	0.8165	0.0704	0.8165	0.9036
0.1094	2.5776	1776	0.9050	0.0774	0.9050	0.9513
0.1094	2.5806	1778	0.8988	0.0774	0.8988	0.9481
0.1094	2.5835	1780	0.8193	-0.1085	0.8193	0.9052
0.1094	2.5864	1782	0.7241	0.2667	0.7241	0.8510
0.1094	2.5893	1784	0.7066	0.2667	0.7066	0.8406
0.1094	2.5922	1786	0.7827	0.0704	0.7827	0.8847
0.1094	2.5951	1788	0.8028	0.0704	0.8028	0.8960
0.1094	2.5980	1790	0.7937	0.0704	0.7937	0.8909
0.1094	2.6009	1792	0.7649	0.4031	0.7649	0.8746
0.1094	2.6038	1794	0.6961	0.2667	0.6961	0.8343
0.1094	2.6067	1796	0.6518	0.2667	0.6518	0.8073
0.1094	2.6096	1798	0.6435	0.2667	0.6435	0.8022
0.1094	2.6125	1800	0.6681	0.2667	0.6681	0.8174
0.1094	2.6154	1802	0.7913	0.0704	0.7913	0.8895
0.1094	2.6183	1804	0.9248	0.0704	0.9248	0.9617
0.1094	2.6212	1806	0.9400	0.0704	0.9400	0.9695
0.1094	2.6241	1808	0.8344	0.0704	0.8344	0.9135
0.1094	2.6270	1810	0.7760	0.0704	0.7760	0.8809
0.1094	2.6299	1812	0.7677	0.0704	0.7677	0.8762
0.1094	2.6328	1814	0.7253	0.0620	0.7253	0.8517
0.1094	2.6357	1816	0.7660	0.0704	0.7660	0.8752
0.1094	2.6386	1818	0.8085	0.0704	0.8085	0.8992
0.1094	2.6415	1820	0.7648	0.0704	0.7648	0.8745
0.1094	2.6444	1822	0.7900	0.0704	0.7900	0.8888
0.1094	2.6473	1824	0.9047	0.0704	0.9047	0.9512
0.1094	2.6502	1826	1.1347	0.0928	1.1347	1.0652
0.1094	2.6531	1828	1.1888	0.0928	1.1888	1.0903
0.1094	2.6560	1830	1.0793	0.0884	1.0793	1.0389
0.1094	2.6589	1832	0.9875	0.0774	0.9875	0.9937
0.1094	2.6618	1834	0.7697	0.4031	0.7697	0.8773
0.1094	2.6647	1836	0.6160	0.2667	0.6160	0.7849
0.1094	2.6676	1838	0.5787	0.2667	0.5787	0.7607
0.1094	2.6705	1840	0.5890	0.2667	0.5890	0.7674
0.1094	2.6734	1842	0.6345	0.2667	0.6345	0.7966
0.1094	2.6763	1844	0.7139	0.4310	0.7139	0.8450
0.1094	2.6792	1846	0.9069	0.0704	0.9069	0.9523
0.1094	2.6821	1848	1.0280	0.0833	1.0280	1.0139
0.1094	2.6851	1850	0.9443	0.0774	0.9443	0.9717
0.1094	2.6880	1852	0.7386	0.4031	0.7386	0.8594
0.1094	2.6909	1854	0.6176	0.2667	0.6176	0.7859
0.1094	2.6938	1856	0.6170	0.2667	0.6170	0.7855
0.1094	2.6967	1858	0.6928	0.2524	0.6928	0.8324
0.1094	2.6996	1860	0.8700	0.0774	0.8700	0.9327
0.1094	2.7025	1862	1.0032	0.0833	1.0032	1.0016
0.1094	2.7054	1864	0.9551	0.0833	0.9551	0.9773
0.1094	2.7083	1866	0.8256	0.0704	0.8256	0.9086
0.1094	2.7112	1868	0.7682	0.4310	0.7682	0.8765
0.1094	2.7141	1870	0.7596	0.4310	0.7596	0.8716
0.1094	2.7170	1872	0.7225	0.2524	0.7225	0.8500
0.1094	2.7199	1874	0.7744	0.0620	0.7744	0.8800
0.1094	2.7228	1876	0.8391	0.0704	0.8391	0.9160
0.1094	2.7257	1878	0.9265	0.0704	0.9265	0.9626
0.1094	2.7286	1880	0.8518	0.0704	0.8518	0.9229
0.1094	2.7315	1882	0.7077	0.2524	0.7077	0.8413
0.1094	2.7344	1884	0.6584	0.2667	0.6584	0.8114
0.1094	2.7373	1886	0.6797	0.2667	0.6797	0.8244
0.1094	2.7402	1888	0.7998	-0.1085	0.7998	0.8943
0.1094	2.7431	1890	0.8459	0.0704	0.8459	0.9197
0.1094	2.7460	1892	0.9058	0.0704	0.9058	0.9517
0.1094	2.7489	1894	0.8603	0.0704	0.8603	0.9275
0.1094	2.7518	1896	0.7236	0.2667	0.7236	0.8507
0.1094	2.7547	1898	0.6609	0.0	0.6609	0.8130
0.1094	2.7576	1900	0.6383	0.0	0.6383	0.7989
0.1094	2.7605	1902	0.6478	0.0	0.6478	0.8049
0.1094	2.7634	1904	0.7146	0.2667	0.7146	0.8453
0.1094	2.7663	1906	0.8820	0.0704	0.8820	0.9392
0.1094	2.7692	1908	1.1177	0.0884	1.1177	1.0572
0.1094	2.7721	1910	1.1659	0.0966	1.1659	1.0798
0.1094	2.7750	1912	1.0491	0.0833	1.0491	1.0243
0.1094	2.7779	1914	0.8303	0.0704	0.8303	0.9112
0.1094	2.7808	1916	0.6748	0.2667	0.6748	0.8215
0.1094	2.7837	1918	0.6482	0.2667	0.6482	0.8051
0.1094	2.7866	1920	0.6838	0.2667	0.6838	0.8269
0.1094	2.7896	1922	0.7612	0.0704	0.7612	0.8725
0.1094	2.7925	1924	0.8768	0.0704	0.8768	0.9364
0.1094	2.7954	1926	0.9940	0.0833	0.9940	0.9970
0.1094	2.7983	1928	0.9688	0.0833	0.9688	0.9843
0.1094	2.8012	1930	0.8331	0.0704	0.8331	0.9127
0.1094	2.8041	1932	0.6904	0.2667	0.6904	0.8309
0.1094	2.8070	1934	0.6563	0.2667	0.6563	0.8101
0.1094	2.8099	1936	0.6864	0.2667	0.6864	0.8285
0.1094	2.8128	1938	0.7016	0.2667	0.7016	0.8376
0.1094	2.8157	1940	0.7204	0.4310	0.7204	0.8487
0.1094	2.8186	1942	0.7948	0.0704	0.7948	0.8915
0.1094	2.8215	1944	0.7717	0.0704	0.7717	0.8785
0.1094	2.8244	1946	0.6593	0.2667	0.6593	0.8120
0.1094	2.8273	1948	0.5943	0.0	0.5943	0.7709
0.1094	2.8302	1950	0.5979	0.2326	0.5979	0.7732
0.1094	2.8331	1952	0.6086	0.2326	0.6086	0.7801
0.1094	2.8360	1954	0.6703	0.2667	0.6703	0.8187
0.1094	2.8389	1956	0.8064	0.0704	0.8064	0.8980
0.1094	2.8418	1958	0.9241	0.0704	0.9241	0.9613
0.1094	2.8447	1960	0.9510	0.0704	0.9510	0.9752
0.1094	2.8476	1962	0.9810	0.0704	0.9810	0.9904
0.1094	2.8505	1964	0.8767	0.0704	0.8767	0.9363
0.1094	2.8534	1966	0.7109	0.2524	0.7109	0.8432
0.1094	2.8563	1968	0.6510	0.0	0.6510	0.8069
0.1094	2.8592	1970	0.6636	0.0	0.6636	0.8146
0.1094	2.8621	1972	0.7230	0.2524	0.7230	0.8503
0.1094	2.8650	1974	0.7986	0.0704	0.7986	0.8937
0.1094	2.8679	1976	0.8637	0.0704	0.8637	0.9293
0.1094	2.8708	1978	0.8497	0.0704	0.8497	0.9218
0.1094	2.8737	1980	0.8654	0.0704	0.8654	0.9303
0.1094	2.8766	1982	0.8348	0.0704	0.8348	0.9137
0.1094	2.8795	1984	0.7963	0.0704	0.7963	0.8924
0.1094	2.8824	1986	0.7758	0.0704	0.7758	0.8808
0.1094	2.8853	1988	0.8193	0.0704	0.8193	0.9052
0.1094	2.8882	1990	0.9099	0.0704	0.9099	0.9539
0.1094	2.8911	1992	0.8533	0.0704	0.8533	0.9237
0.1094	2.8940	1994	0.7258	0.4310	0.7258	0.8519
0.1094	2.8970	1996	0.5973	0.0	0.5973	0.7728
0.1094	2.8999	1998	0.5636	0.0	0.5636	0.7507
0.0902	2.9028	2000	0.5645	0.0	0.5645	0.7513
0.0902	2.9057	2002	0.5894	0.0	0.5894	0.7677
0.0902	2.9086	2004	0.6651	0.2667	0.6651	0.8155
0.0902	2.9115	2006	0.8051	0.4031	0.8051	0.8973
0.0902	2.9144	2008	0.8179	0.0704	0.8179	0.9044
0.0902	2.9173	2010	0.8155	0.0704	0.8155	0.9031
0.0902	2.9202	2012	0.7824	0.0704	0.7824	0.8845
0.0902	2.9231	2014	0.7245	-0.1748	0.7245	0.8512
0.0902	2.9260	2016	0.8089	0.0704	0.8089	0.8994
0.0902	2.9289	2018	0.9656	0.0704	0.9656	0.9827
0.0902	2.9318	2020	1.0385	0.0833	1.0385	1.0191
0.0902	2.9347	2022	0.9685	0.0774	0.9685	0.9841
0.0902	2.9376	2024	0.8343	0.0704	0.8343	0.9134
0.0902	2.9405	2026	0.7059	0.2667	0.7059	0.8402
0.0902	2.9434	2028	0.6959	0.2667	0.6959	0.8342
0.0902	2.9463	2030	0.7241	0.2667	0.7241	0.8509
0.0902	2.9492	2032	0.8130	0.0704	0.8130	0.9017
0.0902	2.9521	2034	0.9716	0.0774	0.9716	0.9857
0.0902	2.9550	2036	0.9977	0.0833	0.9977	0.9988
0.0902	2.9579	2038	0.8870	0.0704	0.8870	0.9418
0.0902	2.9608	2040	0.7334	-0.1748	0.7334	0.8564
0.0902	2.9637	2042	0.6645	0.2667	0.6645	0.8152
0.0902	2.9666	2044	0.6533	0.2667	0.6533	0.8083
0.0902	2.9695	2046	0.7204	-0.1748	0.7204	0.8487
0.0902	2.9724	2048	0.9281	0.0704	0.9281	0.9634
0.0902	2.9753	2050	1.0052	0.0833	1.0052	1.0026
0.0902	2.9782	2052	0.9204	0.0704	0.9204	0.9594
0.0902	2.9811	2054	0.8116	0.0704	0.8116	0.9009
0.0902	2.9840	2056	0.7525	0.0620	0.7525	0.8674
0.0902	2.9869	2058	0.7730	0.0620	0.7730	0.8792
0.0902	2.9898	2060	0.8833	0.0704	0.8833	0.9399
0.0902	2.9927	2062	0.9626	0.0833	0.9626	0.9811
0.0902	2.9956	2064	0.9442	0.0833	0.9442	0.9717
0.0902	2.9985	2066	0.8734	0.0704	0.8734	0.9345
0.0902	3.0015	2068	0.7211	0.4310	0.7211	0.8492
0.0902	3.0044	2070	0.6440	0.2667	0.6440	0.8025
0.0902	3.0073	2072	0.6640	0.2667	0.6640	0.8148
0.0902	3.0102	2074	0.7841	0.4310	0.7841	0.8855
0.0902	3.0131	2076	0.9940	0.0884	0.9940	0.9970
0.0902	3.0160	2078	1.0804	0.0928	1.0804	1.0394
0.0902	3.0189	2080	1.0105	0.0884	1.0105	1.0052
0.0902	3.0218	2082	0.8202	0.0704	0.8202	0.9056
0.0902	3.0247	2084	0.7093	0.4310	0.7093	0.8422
0.0902	3.0276	2086	0.6801	0.2667	0.6801	0.8247
0.0902	3.0305	2088	0.6954	0.4660	0.6954	0.8339
0.0902	3.0334	2090	0.8018	0.4310	0.8018	0.8955
0.0902	3.0363	2092	0.9266	0.0833	0.9266	0.9626
0.0902	3.0392	2094	0.9011	0.0833	0.9011	0.9493
0.0902	3.0421	2096	0.8107	0.4310	0.8107	0.9004
0.0902	3.0450	2098	0.7101	0.4310	0.7101	0.8427
0.0902	3.0479	2100	0.6615	0.4660	0.6615	0.8133
0.0902	3.0508	2102	0.6817	0.4310	0.6817	0.8257
0.0902	3.0537	2104	0.8130	0.4310	0.8130	0.9017
0.0902	3.0566	2106	0.8658	0.0704	0.8658	0.9305
0.0902	3.0595	2108	0.7983	0.4310	0.7983	0.8935
0.0902	3.0624	2110	0.7102	0.4310	0.7102	0.8427
0.0902	3.0653	2112	0.7127	0.4310	0.7127	0.8442
0.0902	3.0682	2114	0.7530	0.4310	0.7530	0.8678
0.0902	3.0711	2116	0.7248	0.4310	0.7248	0.8513
0.0902	3.0740	2118	0.7116	0.4660	0.7116	0.8436
0.0902	3.0769	2120	0.7011	0.4660	0.7011	0.8373
0.0902	3.0798	2122	0.7017	0.2667	0.7017	0.8377
0.0902	3.0827	2124	0.7628	0.0620	0.7628	0.8734
0.0902	3.0856	2126	0.9068	0.0774	0.9068	0.9523
0.0902	3.0885	2128	0.9845	0.0833	0.9845	0.9922
0.0902	3.0914	2130	0.9166	0.0774	0.9166	0.9574
0.0902	3.0943	2132	0.7890	0.4310	0.7890	0.8883
0.0902	3.0972	2134	0.7152	0.2667	0.7152	0.8457
0.0902	3.1001	2136	0.7121	0.2667	0.7121	0.8438
0.0902	3.1030	2138	0.7651	0.4660	0.7651	0.8747
0.0902	3.1060	2140	0.7519	0.2667	0.7519	0.8671
0.0902	3.1089	2142	0.7507	0.2667	0.7507	0.8664
0.0902	3.1118	2144	0.7882	0.0517	0.7882	0.8878
0.0902	3.1147	2146	0.8575	0.0620	0.8575	0.9260
0.0902	3.1176	2148	0.8858	0.0704	0.8858	0.9412
0.0902	3.1205	2150	0.9308	0.0774	0.9308	0.9648
0.0902	3.1234	2152	0.8794	0.0620	0.8794	0.9377
0.0902	3.1263	2154	0.8252	-0.1379	0.8252	0.9084
0.0902	3.1292	2156	0.7462	0.2667	0.7462	0.8638
0.0902	3.1321	2158	0.7372	0.2667	0.7372	0.8586
0.0902	3.1350	2160	0.7974	-0.1379	0.7974	0.8930
0.0902	3.1379	2162	0.8532	0.0620	0.8532	0.9237
0.0902	3.1408	2164	0.8339	0.0620	0.8339	0.9132
0.0902	3.1437	2166	0.7700	0.2667	0.7700	0.8775
0.0902	3.1466	2168	0.8001	-0.1379	0.8001	0.8945
0.0902	3.1495	2170	0.9273	0.0774	0.9273	0.9630
0.0902	3.1524	2172	0.9750	0.0833	0.9750	0.9874
0.0902	3.1553	2174	0.9128	0.0774	0.9128	0.9554
0.0902	3.1582	2176	0.7565	0.2667	0.7565	0.8698
0.0902	3.1611	2178	0.7141	0.2667	0.7141	0.8450
0.0902	3.1640	2180	0.7543	0.2667	0.7543	0.8685
0.0902	3.1669	2182	0.7359	0.2667	0.7359	0.8578
0.0902	3.1698	2184	0.7258	0.2667	0.7258	0.8520
0.0902	3.1727	2186	0.7263	0.2667	0.7263	0.8523
0.0902	3.1756	2188	0.7972	0.0620	0.7972	0.8929
0.0902	3.1785	2190	0.9272	0.0704	0.9272	0.9629
0.0902	3.1814	2192	0.9287	0.0704	0.9287	0.9637
0.0902	3.1843	2194	0.8573	0.0620	0.8573	0.9259
0.0902	3.1872	2196	0.8500	0.0620	0.8500	0.9220
0.0902	3.1901	2198	0.8159	-0.1379	0.8159	0.9032
0.0902	3.1930	2200	0.7932	-0.1379	0.7932	0.8906
0.0902	3.1959	2202	0.8581	-0.1379	0.8581	0.9263
0.0902	3.1988	2204	0.9379	0.0704	0.9379	0.9685
0.0902	3.2017	2206	0.9687	0.0704	0.9687	0.9842
0.0902	3.2046	2208	0.9144	0.0704	0.9144	0.9562
0.0902	3.2075	2210	0.8239	-0.1379	0.8239	0.9077
0.0902	3.2104	2212	0.8411	-0.1379	0.8411	0.9171
0.0902	3.2134	2214	0.9806	0.0704	0.9806	0.9902
0.0902	3.2163	2216	1.0257	0.0833	1.0257	1.0128
0.0902	3.2192	2218	0.9989	0.0774	0.9989	0.9995
0.0902	3.2221	2220	0.8895	0.0704	0.8895	0.9431
0.0902	3.2250	2222	0.7466	0.2667	0.7466	0.8641
0.0902	3.2279	2224	0.6947	0.2667	0.6947	0.8335
0.0902	3.2308	2226	0.7068	0.2667	0.7068	0.8407
0.0902	3.2337	2228	0.7853	0.2667	0.7853	0.8862
0.0902	3.2366	2230	0.9471	0.0704	0.9471	0.9732
0.0902	3.2395	2232	1.0453	-0.0476	1.0453	1.0224
0.0902	3.2424	2234	1.0201	0.0774	1.0201	1.0100
0.0902	3.2453	2236	0.8554	-0.1379	0.8554	0.9249
0.0902	3.2482	2238	0.7381	0.2667	0.7381	0.8591
0.0902	3.2511	2240	0.7425	0.0	0.7425	0.8617
0.0902	3.2540	2242	0.7389	0.0	0.7389	0.8596
0.0902	3.2569	2244	0.7644	0.2667	0.7644	0.8743
0.0902	3.2598	2246	0.9572	0.0704	0.9572	0.9784
0.0902	3.2627	2248	1.1162	-0.0476	1.1162	1.0565
0.0902	3.2656	2250	1.1165	-0.0331	1.1165	1.0567
0.0902	3.2685	2252	0.9928	0.0704	0.9928	0.9964
0.0902	3.2714	2254	0.8411	-0.1748	0.8411	0.9171
0.0902	3.2743	2256	0.7997	0.2667	0.7997	0.8942
0.0902	3.2772	2258	0.7862	0.2667	0.7862	0.8867
0.0902	3.2801	2260	0.8194	-0.1748	0.8194	0.9052
0.0902	3.2830	2262	0.8890	-0.1379	0.8890	0.9429
0.0902	3.2859	2264	1.0798	0.0774	1.0798	1.0391
0.0902	3.2888	2266	1.1975	-0.0206	1.1975	1.0943
0.0902	3.2917	2268	1.1438	-0.0476	1.1438	1.0695
0.0902	3.2946	2270	0.9781	0.0704	0.9781	0.9890
0.0902	3.2975	2272	0.8763	-0.1379	0.8763	0.9361
0.0902	3.3004	2274	0.8610	-0.1379	0.8610	0.9279
0.0902	3.3033	2276	0.9307	0.0704	0.9307	0.9647
0.0902	3.3062	2278	1.0356	0.0774	1.0356	1.0177
0.0902	3.3091	2280	1.0372	0.0833	1.0372	1.0184
0.0902	3.3120	2282	0.9581	0.0774	0.9581	0.9788
0.0902	3.3149	2284	0.8872	0.0517	0.8872	0.9419
0.0902	3.3179	2286	0.8392	-0.1748	0.8392	0.9161
0.0902	3.3208	2288	0.7848	0.2667	0.7848	0.8859
0.0902	3.3237	2290	0.7385	0.0	0.7385	0.8594
0.0902	3.3266	2292	0.7427	0.0	0.7427	0.8618
0.0902	3.3295	2294	0.7850	-0.4667	0.7850	0.8860
0.0902	3.3324	2296	0.9137	-0.1379	0.9137	0.9559
0.0902	3.3353	2298	1.1204	-0.0331	1.1204	1.0585
0.0902	3.3382	2300	1.1789	-0.0206	1.1789	1.0858
0.0902	3.3411	2302	1.0811	0.0774	1.0811	1.0397
0.0902	3.3440	2304	0.8951	-0.1379	0.8951	0.9461
0.0902	3.3469	2306	0.7835	-0.4667	0.7836	0.8852
0.0902	3.3498	2308	0.7745	0.0	0.7745	0.8801
0.0902	3.3527	2310	0.8268	-0.1748	0.8268	0.9093
0.0902	3.3556	2312	0.9320	0.0704	0.9320	0.9654
0.0902	3.3585	2314	0.9629	0.0774	0.9629	0.9812
0.0902	3.3614	2316	0.9786	0.0774	0.9786	0.9892
0.0902	3.3643	2318	0.8894	-0.1085	0.8894	0.9431
0.0902	3.3672	2320	0.8188	-0.1748	0.8188	0.9049
0.0902	3.3701	2322	0.8250	-0.1748	0.8250	0.9083
0.0902	3.3730	2324	0.8915	0.0704	0.8915	0.9442
0.0902	3.3759	2326	0.9204	0.0774	0.9204	0.9594
0.0902	3.3788	2328	0.8595	0.0517	0.8595	0.9271
0.0902	3.3817	2330	0.7919	-0.1748	0.7919	0.8899
0.0902	3.3846	2332	0.8087	0.2667	0.8087	0.8993
0.0902	3.3875	2334	0.8306	0.0517	0.8306	0.9114
0.0902	3.3904	2336	0.9370	0.0774	0.9370	0.9680
0.0902	3.3933	2338	0.9977	0.0774	0.9977	0.9989
0.0902	3.3962	2340	0.9308	0.0774	0.9308	0.9648
0.0902	3.3991	2342	0.8863	0.0704	0.8863	0.9414
0.0902	3.4020	2344	0.8328	0.0517	0.8328	0.9126
0.0902	3.4049	2346	0.8108	0.0517	0.8108	0.9005
0.0902	3.4078	2348	0.8347	0.0517	0.8347	0.9136
0.0902	3.4107	2350	0.8240	0.0517	0.8240	0.9077
0.0902	3.4136	2352	0.8358	0.0517	0.8358	0.9142
0.0902	3.4165	2354	0.9004	0.0704	0.9004	0.9489
0.0902	3.4194	2356	0.9629	0.0774	0.9629	0.9813
0.0902	3.4224	2358	0.9191	0.0704	0.9191	0.9587
0.0902	3.4253	2360	0.8585	0.0517	0.8585	0.9265
0.0902	3.4282	2362	0.8058	0.4660	0.8058	0.8977
0.0902	3.4311	2364	0.8146	0.4660	0.8146	0.9026
0.0902	3.4340	2366	0.8020	0.4660	0.8020	0.8955
0.0902	3.4369	2368	0.7535	0.2667	0.7535	0.8681
0.0902	3.4398	2370	0.7649	0.2667	0.7649	0.8746
0.0902	3.4427	2372	0.8596	0.0620	0.8596	0.9271
0.0902	3.4456	2374	1.0029	0.0774	1.0029	1.0014
0.0902	3.4485	2376	1.0245	0.0774	1.0245	1.0122
0.0902	3.4514	2378	0.9179	0.0704	0.9179	0.9581
0.0902	3.4543	2380	0.7721	-0.1748	0.7721	0.8787
0.0902	3.4572	2382	0.7431	0.2667	0.7431	0.8620
0.0902	3.4601	2384	0.7747	-0.1748	0.7747	0.8802
0.0902	3.4630	2386	0.9056	-0.1085	0.9056	0.9517
0.0902	3.4659	2388	1.1090	-0.0331	1.1090	1.0531
0.0902	3.4688	2390	1.1394	-0.0331	1.1394	1.0674
0.0902	3.4717	2392	1.0432	0.0774	1.0432	1.0214
0.0902	3.4746	2394	0.9724	0.0704	0.9724	0.9861
0.0902	3.4775	2396	0.8645	-0.1748	0.8645	0.9298
0.0902	3.4804	2398	0.8487	-0.1748	0.8487	0.9212
0.0902	3.4833	2400	0.9498	0.0704	0.9498	0.9746
0.0902	3.4862	2402	1.1040	-0.0331	1.1040	1.0507
0.0902	3.4891	2404	1.1497	-0.0331	1.1497	1.0723
0.0902	3.4920	2406	1.0370	0.0774	1.0370	1.0183
0.0902	3.4949	2408	0.8855	-0.1379	0.8855	0.9410
0.0902	3.4978	2410	0.8483	-0.1748	0.8483	0.9210
0.0902	3.5007	2412	0.8793	-0.1379	0.8793	0.9377
0.0902	3.5036	2414	0.9871	0.0704	0.9871	0.9935
0.0902	3.5065	2416	1.0664	0.0774	1.0664	1.0327
0.0902	3.5094	2418	1.0265	0.0704	1.0265	1.0132
0.0902	3.5123	2420	0.9249	0.0704	0.9249	0.9617
0.0902	3.5152	2422	0.8968	-0.1379	0.8968	0.9470
0.0902	3.5181	2424	0.8724	-0.1379	0.8724	0.9340
0.0902	3.5210	2426	0.8108	-0.1748	0.8108	0.9004
0.0902	3.5239	2428	0.8066	-0.1748	0.8066	0.8981
0.0902	3.5269	2430	0.8653	-0.1379	0.8653	0.9302
0.0902	3.5298	2432	0.9115	-0.1085	0.9115	0.9547
0.0902	3.5327	2434	0.9502	-0.1085	0.9502	0.9748
0.0902	3.5356	2436	0.9848	-0.1085	0.9848	0.9924
0.0902	3.5385	2438	0.9154	-0.1379	0.9154	0.9568
0.0902	3.5414	2440	0.8442	-0.1748	0.8442	0.9188
0.0902	3.5443	2442	0.8502	-0.1748	0.8502	0.9221
0.0902	3.5472	2444	0.8875	-0.1379	0.8875	0.9421
0.0902	3.5501	2446	0.8525	-0.1748	0.8525	0.9233
0.0902	3.5530	2448	0.8131	-0.1748	0.8131	0.9017
0.0902	3.5559	2450	0.8249	-0.1748	0.8249	0.9082
0.0902	3.5588	2452	0.8678	-0.1748	0.8678	0.9315
0.0902	3.5617	2454	0.8833	-0.1748	0.8833	0.9399
0.0902	3.5646	2456	0.9168	-0.1379	0.9168	0.9575
0.0902	3.5675	2458	0.9478	-0.1379	0.9478	0.9735
0.0902	3.5704	2460	0.9985	0.0620	0.9985	0.9992
0.0902	3.5733	2462	0.9693	0.0620	0.9693	0.9845
0.0902	3.5762	2464	0.8597	-0.1748	0.8597	0.9272
0.0902	3.5791	2466	0.7702	0.2667	0.7702	0.8776
0.0902	3.5820	2468	0.7594	0.2667	0.7594	0.8714
0.0902	3.5849	2470	0.8074	-0.1748	0.8074	0.8986

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 13, 2024
Updated: Nov 20, 2024