Arabic_FineTuningAraBERT_AugV4_k25_task3_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k25_task3_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k25_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: b9d6d22d

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k25_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: 0.7321
Qwk: 0.2667
Mse: 0.7321
Rmse: 0.8556

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	0.0035	2	2.9539	0.1179	2.9539	1.7187
No log	0.0070	4	1.2616	0.0	1.2616	1.1232
No log	0.0104	6	0.6841	-0.0421	0.6841	0.8271
No log	0.0139	8	0.5747	0.0	0.5747	0.7581
No log	0.0174	10	0.8499	0.2254	0.8499	0.9219
No log	0.0209	12	1.0773	-0.0097	1.0773	1.0379
No log	0.0243	14	1.0540	0.0	1.0540	1.0267
No log	0.0278	16	0.9169	0.2524	0.9169	0.9575
No log	0.0313	18	0.8302	0.0	0.8302	0.9112
No log	0.0348	20	0.8692	0.0	0.8692	0.9323
No log	0.0383	22	0.9011	0.2524	0.9011	0.9493
No log	0.0417	24	0.8768	0.0	0.8768	0.9364
No log	0.0452	26	0.8983	0.2326	0.8983	0.9478
No log	0.0487	28	0.9619	0.0884	0.9619	0.9808
No log	0.0522	30	1.0157	0.0966	1.0157	1.0078
No log	0.0557	32	1.0801	0.0966	1.0801	1.0393
No log	0.0591	34	0.9515	0.3452	0.9515	0.9755
No log	0.0626	36	0.7753	0.2414	0.7753	0.8805
No log	0.0661	38	0.6644	0.0	0.6644	0.8151
No log	0.0696	40	0.5876	0.0	0.5876	0.7666
No log	0.0730	42	0.5888	0.0	0.5888	0.7673
No log	0.0765	44	0.6405	0.0	0.6405	0.8003
No log	0.08	46	0.7515	0.0	0.7515	0.8669
No log	0.0835	48	0.8935	0.2524	0.8935	0.9452
No log	0.0870	50	1.1374	-0.0097	1.1374	1.0665
No log	0.0904	52	1.1867	-0.0097	1.1867	1.0893
No log	0.0939	54	0.8607	0.0222	0.8607	0.9277
No log	0.0974	56	0.8012	0.0222	0.8012	0.8951
No log	0.1009	58	1.1778	-0.0206	1.1778	1.0852
No log	0.1043	60	1.2714	0.0	1.2714	1.1275
No log	0.1078	62	1.1186	-0.0097	1.1186	1.0576
No log	0.1113	64	0.9915	-0.0645	0.9915	0.9957
No log	0.1148	66	0.9495	-0.1379	0.9495	0.9744
No log	0.1183	68	0.9241	0.0222	0.9241	0.9613
No log	0.1217	70	0.8170	0.0222	0.8170	0.9039
No log	0.1252	72	0.7765	0.0388	0.7765	0.8812
No log	0.1287	74	0.9437	0.0833	0.9437	0.9715
No log	0.1322	76	1.2817	-0.0206	1.2817	1.1321
No log	0.1357	78	1.4969	-0.0097	1.4969	1.2235
No log	0.1391	80	1.6588	-0.0097	1.6588	1.2879
No log	0.1426	82	1.7097	-0.0097	1.7097	1.3076
No log	0.1461	84	1.6841	-0.0206	1.6841	1.2977
No log	0.1496	86	1.4635	-0.0206	1.4635	1.2097
No log	0.1530	88	1.3060	-0.0206	1.3060	1.1428
No log	0.1565	90	1.0609	-0.0645	1.0609	1.0300
No log	0.16	92	1.2343	-0.0206	1.2343	1.1110
No log	0.1635	94	1.4800	-0.0206	1.4800	1.2166
No log	0.1670	96	1.4474	-0.0206	1.4474	1.2031
No log	0.1704	98	1.2348	0.0884	1.2348	1.1112
No log	0.1739	100	1.1097	-0.0476	1.1097	1.0534
No log	0.1774	102	1.1188	-0.0476	1.1188	1.0577
No log	0.1809	104	1.5204	-0.0206	1.5204	1.2330
No log	0.1843	106	1.9348	0.0	1.9348	1.3910
No log	0.1878	108	1.8847	-0.0206	1.8847	1.3728
No log	0.1913	110	1.8685	-0.0097	1.8685	1.3669
No log	0.1948	112	1.8694	0.0	1.8694	1.3673
No log	0.1983	114	1.4435	-0.0206	1.4435	1.2015
No log	0.2017	116	0.9638	-0.1085	0.9638	0.9817
No log	0.2052	118	1.0025	-0.1085	1.0025	1.0012
No log	0.2087	120	1.4469	-0.0206	1.4469	1.2029
No log	0.2122	122	1.6908	-0.0206	1.6908	1.3003
No log	0.2157	124	1.7096	-0.1547	1.7096	1.3075
No log	0.2191	126	1.8463	-0.0206	1.8463	1.3588
No log	0.2226	128	1.9487	-0.0206	1.9487	1.3960
No log	0.2261	130	1.9842	-0.0206	1.9842	1.4086
No log	0.2296	132	2.1871	-0.0097	2.1871	1.4789
No log	0.2330	134	1.9518	-0.0206	1.9518	1.3971
No log	0.2365	136	1.6563	-0.0206	1.6563	1.2870
No log	0.24	138	1.5964	-0.0097	1.5964	1.2635
No log	0.2435	140	1.4816	-0.0097	1.4816	1.2172
No log	0.2470	142	1.1882	-0.0476	1.1882	1.0901
No log	0.2504	144	0.9733	-0.0645	0.9733	0.9865
No log	0.2539	146	1.0377	0.0884	1.0377	1.0187
No log	0.2574	148	1.0989	0.0884	1.0989	1.0483
No log	0.2609	150	1.3418	-0.0097	1.3418	1.1583
No log	0.2643	152	1.4521	-0.0097	1.4521	1.2050
No log	0.2678	154	1.4673	-0.0206	1.4673	1.2113
No log	0.2713	156	1.3249	0.0884	1.3249	1.1511
No log	0.2748	158	1.0052	0.0833	1.0052	1.0026
No log	0.2783	160	1.3213	0.0884	1.3213	1.1495
No log	0.2817	162	2.1451	0.0	2.1451	1.4646
No log	0.2852	164	2.2117	0.0	2.2117	1.4872
No log	0.2887	166	1.8779	0.0	1.8779	1.3704
No log	0.2922	168	1.3075	0.0	1.3075	1.1435
No log	0.2957	170	0.9575	-0.0645	0.9575	0.9785
No log	0.2991	172	0.9094	-0.0645	0.9094	0.9536
No log	0.3026	174	1.0838	0.0884	1.0838	1.0410
No log	0.3061	176	1.2897	-0.0097	1.2897	1.1356
No log	0.3096	178	1.3037	-0.0206	1.3037	1.1418
No log	0.3130	180	1.1388	0.0884	1.1388	1.0671
No log	0.3165	182	1.2430	-0.0206	1.2430	1.1149
No log	0.32	184	1.4076	-0.0206	1.4076	1.1864
No log	0.3235	186	1.2601	-0.0206	1.2601	1.1225
No log	0.3270	188	1.2347	-0.0206	1.2347	1.1112
No log	0.3304	190	1.1951	-0.0206	1.1951	1.0932
No log	0.3339	192	1.1748	-0.0331	1.1748	1.0839
No log	0.3374	194	1.2064	-0.0206	1.2064	1.0984
No log	0.3409	196	1.0053	0.0884	1.0053	1.0026
No log	0.3443	198	0.8894	0.1987	0.8894	0.9431
No log	0.3478	200	1.0259	-0.0476	1.0259	1.0128
No log	0.3513	202	1.2993	0.0884	1.2993	1.1399
No log	0.3548	204	1.5717	0.0	1.5717	1.2537
No log	0.3583	206	1.4217	0.0	1.4217	1.1924
No log	0.3617	208	0.9614	0.0620	0.9614	0.9805
No log	0.3652	210	0.7804	0.0388	0.7804	0.8834
No log	0.3687	212	0.8608	0.2254	0.8608	0.9278
No log	0.3722	214	1.1131	-0.0476	1.1131	1.0550
No log	0.3757	216	1.0458	-0.0476	1.0458	1.0226
No log	0.3791	218	0.8002	0.2194	0.8002	0.8946
No log	0.3826	220	0.8156	0.2194	0.8156	0.9031
No log	0.3861	222	1.1380	0.0884	1.1380	1.0668
No log	0.3896	224	1.4563	0.0	1.4563	1.2068
No log	0.3930	226	1.3732	-0.0206	1.3732	1.1718
No log	0.3965	228	0.9997	0.2194	0.9997	0.9998
No log	0.4	230	0.7985	0.2254	0.7985	0.8936
No log	0.4035	232	0.8173	0.2254	0.8173	0.9040
No log	0.4070	234	1.0455	0.3452	1.0455	1.0225
No log	0.4104	236	1.4411	-0.0206	1.4411	1.2004
No log	0.4139	238	1.4366	-0.0206	1.4366	1.1986
No log	0.4174	240	1.4483	-0.0206	1.4483	1.2034
No log	0.4209	242	1.2461	-0.0206	1.2461	1.1163
No log	0.4243	244	0.9685	0.2194	0.9685	0.9841
No log	0.4278	246	0.8728	0.2194	0.8728	0.9342
No log	0.4313	248	1.0928	0.0884	1.0928	1.0454
No log	0.4348	250	1.4413	-0.0206	1.4413	1.2006
No log	0.4383	252	1.3753	-0.0206	1.3753	1.1727
No log	0.4417	254	1.1430	0.0884	1.1430	1.0691
No log	0.4452	256	1.2308	-0.0206	1.2308	1.1094
No log	0.4487	258	1.4334	-0.0206	1.4334	1.1973
No log	0.4522	260	1.3905	-0.0206	1.3905	1.1792
No log	0.4557	262	1.1841	-0.0206	1.1841	1.0882
No log	0.4591	264	1.1819	-0.0206	1.1819	1.0872
No log	0.4626	266	1.2739	0.0	1.2739	1.1287
No log	0.4661	268	1.1167	0.0	1.1167	1.0567
No log	0.4696	270	0.8999	0.2194	0.8999	0.9486
No log	0.4730	272	0.8138	0.2254	0.8138	0.9021
No log	0.4765	274	0.9211	0.2194	0.9211	0.9597
No log	0.48	276	0.9948	0.3452	0.9948	0.9974
No log	0.4835	278	1.2249	0.3452	1.2249	1.1068
No log	0.4870	280	1.1420	0.3452	1.1420	1.0686
No log	0.4904	282	0.9985	0.3452	0.9985	0.9992
No log	0.4939	284	1.0115	0.3452	1.0115	1.0057
No log	0.4974	286	1.3085	0.0928	1.3085	1.1439
No log	0.5009	288	1.6938	0.0	1.6938	1.3014
No log	0.5043	290	1.6104	0.0	1.6104	1.2690
No log	0.5078	292	1.3614	0.0	1.3614	1.1668
No log	0.5113	294	0.8750	0.3452	0.8750	0.9354
No log	0.5148	296	0.6765	0.2326	0.6765	0.8225
No log	0.5183	298	0.7469	0.2254	0.7469	0.8642
No log	0.5217	300	0.8211	0.2194	0.8211	0.9062
No log	0.5252	302	0.9363	0.3452	0.9363	0.9676
No log	0.5287	304	1.0626	0.3452	1.0626	1.0308
No log	0.5322	306	0.8598	0.2254	0.8598	0.9272
No log	0.5357	308	0.8531	0.2254	0.8531	0.9236
No log	0.5391	310	1.0236	0.3452	1.0236	1.0118
No log	0.5426	312	1.2869	0.0884	1.2869	1.1344
No log	0.5461	314	1.3396	-0.0206	1.3396	1.1574
No log	0.5496	316	1.1787	0.0884	1.1787	1.0857
No log	0.5530	318	0.9282	0.3452	0.9282	0.9634
No log	0.5565	320	1.0194	0.0884	1.0194	1.0097
No log	0.56	322	1.3279	0.0	1.3279	1.1524
No log	0.5635	324	1.4164	0.0	1.4164	1.1901
No log	0.5670	326	1.2138	0.0	1.2138	1.1017
No log	0.5704	328	0.8359	0.2254	0.8359	0.9143
No log	0.5739	330	0.6363	0.2667	0.6363	0.7977
No log	0.5774	332	0.6374	0.2667	0.6374	0.7984
No log	0.5809	334	0.8243	0.2254	0.8243	0.9079
No log	0.5843	336	1.1616	0.0966	1.1616	1.0778
No log	0.5878	338	1.3212	0.0	1.3212	1.1494
No log	0.5913	340	1.2393	0.0966	1.2393	1.1132
No log	0.5948	342	1.0480	0.0884	1.0480	1.0237
No log	0.5983	344	1.0567	0.0884	1.0567	1.0280
No log	0.6017	346	1.3894	0.0	1.3894	1.1787
No log	0.6052	348	1.6068	0.0	1.6068	1.2676
No log	0.6087	350	1.4108	0.0	1.4108	1.1878
No log	0.6122	352	1.0250	0.0884	1.0250	1.0124
No log	0.6157	354	0.7240	0.2524	0.7240	0.8509
No log	0.6191	356	0.7344	0.2524	0.7344	0.8570
No log	0.6226	358	0.9984	0.0884	0.9984	0.9992
No log	0.6261	360	1.1264	0.0966	1.1264	1.0613
No log	0.6296	362	1.0345	0.0884	1.0345	1.0171
No log	0.6330	364	0.9597	0.0884	0.9597	0.9796
No log	0.6365	366	1.0070	0.0884	1.0070	1.0035
No log	0.64	368	1.2077	0.0	1.2077	1.0990
No log	0.6435	370	1.3712	0.0	1.3712	1.1710
No log	0.6470	372	1.3306	0.0	1.3306	1.1535
No log	0.6504	374	1.0549	0.0884	1.0549	1.0271
No log	0.6539	376	0.9482	-0.0645	0.9482	0.9738
No log	0.6574	378	1.1656	0.0884	1.1656	1.0796
No log	0.6609	380	1.3554	-0.0097	1.3554	1.1642
No log	0.6643	382	1.2582	0.0884	1.2582	1.1217
No log	0.6678	384	1.0606	-0.0476	1.0606	1.0299
No log	0.6713	386	0.9769	-0.0845	0.9769	0.9884
No log	0.6748	388	1.0733	-0.0476	1.0733	1.0360
No log	0.6783	390	1.3260	0.0928	1.3260	1.1515
No log	0.6817	392	1.3461	0.0928	1.3461	1.1602
No log	0.6852	394	1.0788	-0.0476	1.0788	1.0387
No log	0.6887	396	0.8315	0.2326	0.8315	0.9119
No log	0.6922	398	0.8478	0.2326	0.8478	0.9207
No log	0.6957	400	1.1948	0.0928	1.1948	1.0931
No log	0.6991	402	1.3703	0.0966	1.3703	1.1706
No log	0.7026	404	1.1631	0.0884	1.1631	1.0785
No log	0.7061	406	0.8839	-0.0845	0.8839	0.9401
No log	0.7096	408	0.7596	0.2414	0.7596	0.8715
No log	0.7130	410	0.9916	-0.0645	0.9916	0.9958
No log	0.7165	412	1.2938	0.0928	1.2938	1.1374
No log	0.72	414	1.5288	0.0	1.5288	1.2364
No log	0.7235	416	1.4112	0.0966	1.4112	1.1879
No log	0.7270	418	1.2313	0.0928	1.2313	1.1096
No log	0.7304	420	0.8392	-0.1085	0.8392	0.9161
No log	0.7339	422	0.8807	-0.1085	0.8807	0.9385
No log	0.7374	424	1.2111	0.0928	1.2111	1.1005
No log	0.7409	426	1.4952	0.0	1.4952	1.2228
No log	0.7443	428	1.4428	0.0	1.4428	1.2012
No log	0.7478	430	1.2291	0.0928	1.2291	1.1086
No log	0.7513	432	0.8843	-0.0845	0.8843	0.9404
No log	0.7548	434	0.8721	-0.0845	0.8721	0.9339
No log	0.7583	436	1.0674	0.0833	1.0674	1.0331
No log	0.7617	438	1.3273	0.0	1.3273	1.1521
No log	0.7652	440	1.2939	0.0	1.2939	1.1375
No log	0.7687	442	1.1371	0.0928	1.1371	1.0663
No log	0.7722	444	0.9726	-0.0845	0.9726	0.9862
No log	0.7757	446	0.7645	0.2667	0.7645	0.8744
No log	0.7791	448	0.7189	0.2667	0.7189	0.8479
No log	0.7826	450	0.7884	0.2524	0.7884	0.8879
No log	0.7861	452	1.0749	-0.0845	1.0749	1.0368
No log	0.7896	454	1.6522	0.0	1.6522	1.2854
No log	0.7930	456	1.8555	0.0	1.8555	1.3622
No log	0.7965	458	1.4691	0.0	1.4691	1.2121
No log	0.8	460	1.0737	0.0774	1.0737	1.0362
No log	0.8035	462	0.9988	-0.0845	0.9988	0.9994
No log	0.8070	464	1.0148	-0.0845	1.0148	1.0074
No log	0.8104	466	1.1258	0.0928	1.1258	1.0610
No log	0.8139	468	1.1465	0.0928	1.1465	1.0708
No log	0.8174	470	1.0633	0.0774	1.0633	1.0311
No log	0.8209	472	1.0296	0.0774	1.0296	1.0147
No log	0.8243	474	0.8427	-0.0845	0.8427	0.9180
No log	0.8278	476	0.7257	0.2414	0.7257	0.8519
No log	0.8313	478	0.7659	0.2326	0.7659	0.8751
No log	0.8348	480	1.0336	0.0774	1.0336	1.0166
No log	0.8383	482	1.5051	0.0	1.5051	1.2268
No log	0.8417	484	1.6985	0.0	1.6985	1.3033
No log	0.8452	486	1.5891	0.0	1.5891	1.2606
No log	0.8487	488	1.3014	0.0	1.3014	1.1408
No log	0.8522	490	0.9664	-0.0845	0.9664	0.9831
No log	0.8557	492	0.7134	0.0222	0.7134	0.8447
No log	0.8591	494	0.6760	0.0	0.6760	0.8222
No log	0.8626	496	0.7495	0.2326	0.7495	0.8658
No log	0.8661	498	0.9863	-0.0845	0.9863	0.9931
0.3221	0.8696	500	1.1897	0.0884	1.1897	1.0907
0.3221	0.8730	502	1.1451	0.0884	1.1451	1.0701
0.3221	0.8765	504	0.9583	-0.0845	0.9583	0.9789
0.3221	0.88	506	0.9969	-0.0845	0.9969	0.9984
0.3221	0.8835	508	1.2315	0.0884	1.2315	1.1097
0.3221	0.8870	510	1.3039	0.0884	1.3039	1.1419
0.3221	0.8904	512	1.3271	-0.0097	1.3271	1.1520
0.3221	0.8939	514	1.0952	0.0884	1.0952	1.0465
0.3221	0.8974	516	0.8161	0.2326	0.8161	0.9034
0.3221	0.9009	518	0.7915	0.2326	0.7915	0.8897
0.3221	0.9043	520	0.9648	-0.0845	0.9648	0.9823
0.3221	0.9078	522	1.3183	-0.0097	1.3183	1.1482
0.3221	0.9113	524	1.3986	-0.0097	1.3986	1.1826
0.3221	0.9148	526	1.2195	-0.0097	1.2195	1.1043
0.3221	0.9183	528	0.9831	-0.0845	0.9831	0.9915
0.3221	0.9217	530	0.9346	-0.0845	0.9346	0.9667
0.3221	0.9252	532	0.8857	-0.0845	0.8857	0.9411
0.3221	0.9287	534	1.0369	-0.0845	1.0369	1.0183
0.3221	0.9322	536	1.1618	0.0928	1.1618	1.0779
0.3221	0.9357	538	1.1555	0.0884	1.1555	1.0749
0.3221	0.9391	540	1.0974	-0.0845	1.0974	1.0476
0.3221	0.9426	542	1.2769	0.0884	1.2769	1.1300
0.3221	0.9461	544	1.1326	-0.0845	1.1326	1.0642
0.3221	0.9496	546	1.1792	-0.0845	1.1792	1.0859
0.3221	0.9530	548	1.4989	-0.0097	1.4989	1.2243
0.3221	0.9565	550	1.5439	-0.0097	1.5439	1.2425
0.3221	0.96	552	1.3117	-0.0097	1.3117	1.1453
0.3221	0.9635	554	1.0456	-0.0645	1.0456	1.0225
0.3221	0.9670	556	0.7801	0.2414	0.7801	0.8833
0.3221	0.9704	558	0.7029	0.2524	0.7029	0.8384
0.3221	0.9739	560	0.7766	0.2414	0.7766	0.8813
0.3221	0.9774	562	1.0248	-0.0845	1.0248	1.0123
0.3221	0.9809	564	1.3414	0.0928	1.3414	1.1582
0.3221	0.9843	566	1.3380	0.0928	1.3380	1.1567
0.3221	0.9878	568	0.9810	-0.0845	0.9810	0.9905
0.3221	0.9913	570	0.7827	0.2414	0.7827	0.8847
0.3221	0.9948	572	0.7290	0.2524	0.7290	0.8538
0.3221	0.9983	574	0.8721	-0.0845	0.8721	0.9339
0.3221	1.0017	576	1.0103	0.0774	1.0103	1.0051
0.3221	1.0052	578	1.0959	0.0833	1.0959	1.0468
0.3221	1.0087	580	1.2228	0.0884	1.2228	1.1058
0.3221	1.0122	582	1.0818	0.0833	1.0818	1.0401
0.3221	1.0157	584	0.8987	-0.0845	0.8987	0.9480
0.3221	1.0191	586	1.0186	0.0833	1.0186	1.0092
0.3221	1.0226	588	1.2785	0.0928	1.2785	1.1307
0.3221	1.0261	590	1.2728	0.0928	1.2728	1.1282
0.3221	1.0296	592	0.9994	-0.0645	0.9994	0.9997
0.3221	1.0330	594	0.8277	0.2326	0.8277	0.9098
0.3221	1.0365	596	0.9231	-0.0845	0.9231	0.9608
0.3221	1.04	598	1.0232	-0.0645	1.0232	1.0115
0.3221	1.0435	600	1.1464	0.0833	1.1464	1.0707
0.3221	1.0470	602	1.1138	0.0833	1.1138	1.0554
0.3221	1.0504	604	1.2057	0.0928	1.2057	1.0980
0.3221	1.0539	606	1.3031	-0.0097	1.3031	1.1415
0.3221	1.0574	608	1.0764	0.0833	1.0764	1.0375
0.3221	1.0609	610	0.9623	0.0774	0.9623	0.9810
0.3221	1.0643	612	1.1067	0.0884	1.1067	1.0520
0.3221	1.0678	614	1.0720	0.0833	1.0720	1.0354
0.3221	1.0713	616	0.8589	0.2326	0.8589	0.9268
0.3221	1.0748	618	0.7965	0.2414	0.7965	0.8924
0.3221	1.0783	620	0.8018	0.2414	0.8018	0.8955
0.3221	1.0817	622	0.9832	0.0833	0.9832	0.9915
0.3221	1.0852	624	1.1389	-0.0097	1.1389	1.0672
0.3221	1.0887	626	0.9637	0.3613	0.9637	0.9817
0.3221	1.0922	628	0.6953	0.2414	0.6953	0.8339
0.3221	1.0957	630	0.7397	0.2326	0.7397	0.8601
0.3221	1.0991	632	0.8672	0.2326	0.8672	0.9312
0.3221	1.1026	634	1.0790	0.0833	1.0790	1.0387
0.3221	1.1061	636	0.9987	0.3613	0.9987	0.9993
0.3221	1.1096	638	1.0404	0.0833	1.0404	1.0200
0.3221	1.1130	640	0.9770	0.3613	0.9770	0.9884
0.3221	1.1165	642	0.7802	0.2326	0.7802	0.8833
0.3221	1.12	644	0.6419	0.0222	0.6419	0.8012
0.3221	1.1235	646	0.6902	0.2414	0.6902	0.8308
0.3221	1.1270	648	0.9579	-0.0845	0.9579	0.9787
0.3221	1.1304	650	1.3178	-0.0097	1.3178	1.1480
0.3221	1.1339	652	1.3897	-0.0097	1.3897	1.1788
0.3221	1.1374	654	1.0952	-0.0845	1.0952	1.0465
0.3221	1.1409	656	0.8569	0.0388	0.8569	0.9257
0.3221	1.1443	658	0.7711	0.0388	0.7711	0.8781
0.3221	1.1478	660	0.8390	0.0388	0.8390	0.9159
0.3221	1.1513	662	0.9537	-0.0845	0.9537	0.9766
0.3221	1.1548	664	1.1272	0.0833	1.1272	1.0617
0.3221	1.1583	666	1.0947	-0.0645	1.0947	1.0463
0.3221	1.1617	668	1.0978	-0.0645	1.0978	1.0478
0.3221	1.1652	670	1.0602	-0.0845	1.0602	1.0297
0.3221	1.1687	672	0.9407	-0.1085	0.9407	0.9699
0.3221	1.1722	674	0.8166	0.2414	0.8166	0.9037
0.3221	1.1757	676	0.8647	-0.1085	0.8647	0.9299
0.3221	1.1791	678	1.0792	0.0774	1.0792	1.0388
0.3221	1.1826	680	1.1382	0.0833	1.1382	1.0669
0.3221	1.1861	682	0.9335	-0.0845	0.9335	0.9662
0.3221	1.1896	684	0.8215	-0.1085	0.8215	0.9064
0.3221	1.1930	686	0.8539	-0.1085	0.8539	0.9241
0.3221	1.1965	688	0.8016	0.2414	0.8016	0.8953
0.3221	1.2	690	0.7784	0.2414	0.7784	0.8823
0.3221	1.2035	692	0.9262	-0.0845	0.9262	0.9624
0.3221	1.2070	694	1.1202	-0.0645	1.1202	1.0584
0.3221	1.2104	696	1.0767	-0.0845	1.0767	1.0376
0.3221	1.2139	698	0.9701	-0.0845	0.9701	0.9849
0.3221	1.2174	700	0.8965	-0.0845	0.8965	0.9469
0.3221	1.2209	702	0.8893	0.2326	0.8893	0.9430
0.3221	1.2243	704	0.9059	-0.0845	0.9059	0.9518
0.3221	1.2278	706	0.9008	-0.0845	0.9008	0.9491
0.3221	1.2313	708	0.9588	-0.0845	0.9588	0.9792
0.3221	1.2348	710	0.8959	-0.0845	0.8959	0.9465
0.3221	1.2383	712	0.9312	-0.0845	0.9312	0.9650
0.3221	1.2417	714	0.9367	-0.0845	0.9367	0.9678
0.3221	1.2452	716	0.9998	-0.0845	0.9998	0.9999
0.3221	1.2487	718	1.0649	-0.0845	1.0649	1.0319
0.3221	1.2522	720	1.0060	-0.0845	1.0060	1.0030
0.3221	1.2557	722	1.0630	-0.0845	1.0630	1.0310
0.3221	1.2591	724	1.1915	-0.0645	1.1915	1.0916
0.3221	1.2626	726	1.1820	-0.0645	1.1820	1.0872
0.3221	1.2661	728	1.1764	-0.0476	1.1764	1.0846
0.3221	1.2696	730	1.1412	-0.0476	1.1412	1.0683
0.3221	1.2730	732	1.1258	-0.0645	1.1258	1.0610
0.3221	1.2765	734	0.9495	-0.1085	0.9495	0.9744
0.3221	1.28	736	0.8252	-0.1748	0.8252	0.9084
0.3221	1.2835	738	0.8286	0.2667	0.8286	0.9103
0.3221	1.2870	740	0.9164	-0.1379	0.9164	0.9573
0.3221	1.2904	742	1.1398	-0.0845	1.1398	1.0676
0.3221	1.2939	744	1.2144	-0.0645	1.2144	1.1020
0.3221	1.2974	746	1.3571	-0.0206	1.3571	1.1649
0.3221	1.3009	748	1.3145	-0.0097	1.3145	1.1465
0.3221	1.3043	750	1.0971	-0.0845	1.0971	1.0474
0.3221	1.3078	752	0.8752	-0.1379	0.8752	0.9355
0.3221	1.3113	754	0.8302	-0.1379	0.8302	0.9112
0.3221	1.3148	756	0.8509	-0.1379	0.8509	0.9224
0.3221	1.3183	758	0.9808	-0.0845	0.9808	0.9904
0.3221	1.3217	760	1.0906	-0.0845	1.0906	1.0443
0.3221	1.3252	762	0.9981	-0.0845	0.9981	0.9991
0.3221	1.3287	764	0.9488	-0.0845	0.9488	0.9741
0.3221	1.3322	766	0.9818	-0.0845	0.9818	0.9909
0.3221	1.3357	768	0.9178	-0.0845	0.9178	0.9580
0.3221	1.3391	770	0.8543	-0.1379	0.8543	0.9243
0.3221	1.3426	772	0.9237	-0.0845	0.9237	0.9611
0.3221	1.3461	774	1.0576	-0.0845	1.0576	1.0284
0.3221	1.3496	776	1.0213	-0.0845	1.0213	1.0106
0.3221	1.3530	778	0.9749	-0.0845	0.9749	0.9874
0.3221	1.3565	780	0.9783	-0.0845	0.9783	0.9891
0.3221	1.3600	782	0.8996	-0.1085	0.8996	0.9485
0.3221	1.3635	784	0.8974	-0.1085	0.8974	0.9473
0.3221	1.3670	786	0.9226	-0.0845	0.9226	0.9605
0.3221	1.3704	788	0.8595	-0.1379	0.8595	0.9271
0.3221	1.3739	790	0.8945	-0.0845	0.8945	0.9458
0.3221	1.3774	792	1.0054	-0.0845	1.0054	1.0027
0.3221	1.3809	794	1.1805	-0.0645	1.1805	1.0865
0.3221	1.3843	796	1.1497	-0.0645	1.1497	1.0722
0.3221	1.3878	798	0.9778	-0.0845	0.9778	0.9888
0.3221	1.3913	800	0.7973	0.2524	0.7973	0.8929
0.3221	1.3948	802	0.7955	0.2524	0.7955	0.8919
0.3221	1.3983	804	0.9185	-0.0845	0.9185	0.9584
0.3221	1.4017	806	1.2396	-0.0331	1.2396	1.1134
0.3221	1.4052	808	1.6010	-0.0097	1.6010	1.2653
0.3221	1.4087	810	1.6422	0.0	1.6422	1.2815
0.3221	1.4122	812	1.4607	-0.0097	1.4607	1.2086
0.3221	1.4157	814	1.1256	-0.0645	1.1256	1.0609
0.3221	1.4191	816	0.8239	0.2326	0.8239	0.9077
0.3221	1.4226	818	0.7643	0.2414	0.7643	0.8742
0.3221	1.4261	820	0.7744	0.2414	0.7744	0.8800
0.3221	1.4296	822	0.8558	0.2326	0.8558	0.9251
0.3221	1.4330	824	0.8917	-0.0845	0.8917	0.9443
0.3221	1.4365	826	0.8303	0.2326	0.8303	0.9112
0.3221	1.44	828	0.6974	0.2414	0.6974	0.8351
0.3221	1.4435	830	0.6624	0.2524	0.6624	0.8139
0.3221	1.4470	832	0.7500	0.2414	0.7500	0.8660
0.3221	1.4504	834	0.9527	-0.0845	0.9527	0.9760
0.3221	1.4539	836	1.1299	0.0884	1.1299	1.0630
0.3221	1.4574	838	0.9928	0.0833	0.9928	0.9964
0.3221	1.4609	840	0.8143	-0.1085	0.8143	0.9024
0.3221	1.4643	842	0.8853	-0.0845	0.8853	0.9409
0.3221	1.4678	844	1.0858	0.0774	1.0858	1.0420
0.3221	1.4713	846	1.0623	0.0774	1.0623	1.0307
0.3221	1.4748	848	0.8331	-0.0845	0.8331	0.9127
0.3221	1.4783	850	0.6865	0.2143	0.6865	0.8286
0.3221	1.4817	852	0.6574	0.2222	0.6574	0.8108
0.3221	1.4852	854	0.6612	0.2222	0.6612	0.8132
0.3221	1.4887	856	0.7887	0.2414	0.7887	0.8881
0.3221	1.4922	858	1.0067	-0.0845	1.0067	1.0033
0.3221	1.4957	860	1.3566	-0.0097	1.3566	1.1647
0.3221	1.4991	862	1.4050	-0.0097	1.4050	1.1853
0.3221	1.5026	864	1.2451	-0.0206	1.2451	1.1158
0.3221	1.5061	866	1.0026	-0.0845	1.0026	1.0013
0.3221	1.5096	868	0.7631	0.2524	0.7631	0.8736
0.3221	1.5130	870	0.6815	0.2667	0.6815	0.8256
0.3221	1.5165	872	0.6478	0.0	0.6478	0.8049
0.3221	1.52	874	0.6582	0.2667	0.6582	0.8113
0.3221	1.5235	876	0.7002	0.2667	0.7002	0.8368
0.3221	1.5270	878	0.8984	-0.1085	0.8984	0.9479
0.3221	1.5304	880	1.0759	0.0833	1.0759	1.0373
0.3221	1.5339	882	1.1556	0.0833	1.1556	1.0750
0.3221	1.5374	884	1.0235	0.0774	1.0235	1.0117
0.3221	1.5409	886	0.7764	-0.1748	0.7764	0.8811
0.3221	1.5443	888	0.7434	0.2667	0.7434	0.8622
0.3221	1.5478	890	0.8270	-0.1379	0.8270	0.9094
0.3221	1.5513	892	1.0612	0.0833	1.0612	1.0302
0.3221	1.5548	894	1.1198	-0.0331	1.1198	1.0582
0.3221	1.5583	896	1.0531	-0.0331	1.0531	1.0262
0.3221	1.5617	898	0.9546	-0.0845	0.9546	0.9770
0.3221	1.5652	900	0.7883	0.2667	0.7883	0.8879
0.3221	1.5687	902	0.7425	0.2667	0.7425	0.8617
0.3221	1.5722	904	0.6999	0.2667	0.6999	0.8366
0.3221	1.5757	906	0.6969	0.2667	0.6969	0.8348
0.3221	1.5791	908	0.7491	0.2667	0.7491	0.8655
0.3221	1.5826	910	0.9578	0.0774	0.9578	0.9787
0.3221	1.5861	912	1.1103	-0.0206	1.1103	1.0537
0.3221	1.5896	914	1.0468	0.0774	1.0468	1.0231
0.3221	1.5930	916	0.9939	0.0774	0.9939	0.9970
0.3221	1.5965	918	0.8120	0.2524	0.8120	0.9011
0.3221	1.6	920	0.6643	0.0	0.6643	0.8150
0.3221	1.6035	922	0.6589	0.0	0.6589	0.8117
0.3221	1.6070	924	0.7233	0.2667	0.7233	0.8505
0.3221	1.6104	926	0.8781	-0.1379	0.8781	0.9371
0.3221	1.6139	928	0.9479	-0.0845	0.9479	0.9736
0.3221	1.6174	930	0.8346	-0.1379	0.8346	0.9136
0.3221	1.6209	932	0.7940	0.2524	0.7940	0.8911
0.3221	1.6243	934	0.7976	0.2524	0.7976	0.8931
0.3221	1.6278	936	0.8320	-0.1379	0.8320	0.9122
0.3221	1.6313	938	0.7629	0.2667	0.7629	0.8735
0.3221	1.6348	940	0.7610	0.2667	0.7610	0.8723
0.3221	1.6383	942	0.8723	-0.1085	0.8723	0.9340
0.3221	1.6417	944	0.9411	-0.0845	0.9411	0.9701
0.3221	1.6452	946	0.8899	-0.1085	0.8899	0.9433
0.3221	1.6487	948	0.7741	0.2667	0.7741	0.8799
0.3221	1.6522	950	0.7380	0.2667	0.7380	0.8591
0.3221	1.6557	952	0.7936	0.2667	0.7936	0.8908
0.3221	1.6591	954	1.0047	-0.0845	1.0047	1.0023
0.3221	1.6626	956	1.1040	0.0884	1.1040	1.0507
0.3221	1.6661	958	1.0326	-0.0845	1.0326	1.0162
0.3221	1.6696	960	0.9012	-0.0845	0.9012	0.9493
0.3221	1.6730	962	0.8033	0.2667	0.8033	0.8963
0.3221	1.6765	964	0.8131	0.2524	0.8131	0.9017
0.3221	1.6800	966	0.8962	-0.0845	0.8962	0.9467
0.3221	1.6835	968	0.9096	-0.0845	0.9096	0.9537
0.3221	1.6870	970	0.9651	-0.0845	0.9651	0.9824
0.3221	1.6904	972	1.0312	-0.0845	1.0312	1.0155
0.3221	1.6939	974	1.1113	-0.0845	1.1113	1.0542
0.3221	1.6974	976	1.0580	-0.0845	1.0580	1.0286
0.3221	1.7009	978	0.9787	-0.0845	0.9787	0.9893
0.3221	1.7043	980	1.1004	-0.2065	1.1004	1.0490
0.3221	1.7078	982	1.1366	-0.1786	1.1366	1.0661
0.3221	1.7113	984	1.0857	-0.2065	1.0857	1.0420
0.3221	1.7148	986	1.0308	-0.0845	1.0308	1.0153
0.3221	1.7183	988	1.0570	-0.2065	1.0570	1.0281
0.3221	1.7217	990	1.0120	-0.0845	1.0120	1.0060
0.3221	1.7252	992	0.9333	-0.0845	0.9333	0.9661
0.3221	1.7287	994	0.9214	0.2326	0.9214	0.9599
0.3221	1.7322	996	0.9019	0.2326	0.9019	0.9497
0.3221	1.7357	998	0.8627	0.2524	0.8627	0.9288
0.1357	1.7391	1000	0.8276	0.2524	0.8276	0.9097
0.1357	1.7426	1002	0.8890	0.2326	0.8890	0.9428
0.1357	1.7461	1004	1.0670	-0.2065	1.0670	1.0330
0.1357	1.7496	1006	1.2315	-0.1547	1.2315	1.1097
0.1357	1.7530	1008	1.1851	-0.1547	1.1851	1.0886
0.1357	1.7565	1010	1.0783	-0.2065	1.0783	1.0384
0.1357	1.76	1012	0.9321	-0.0845	0.9321	0.9655
0.1357	1.7635	1014	0.9278	-0.1085	0.9278	0.9632
0.1357	1.7670	1016	0.8922	0.2524	0.8922	0.9446
0.1357	1.7704	1018	0.8987	0.2524	0.8987	0.9480
0.1357	1.7739	1020	0.9800	-0.0845	0.9800	0.9900
0.1357	1.7774	1022	0.9906	-0.0845	0.9906	0.9953
0.1357	1.7809	1024	0.9570	-0.0845	0.9570	0.9783
0.1357	1.7843	1026	0.9849	-0.0845	0.9849	0.9924
0.1357	1.7878	1028	1.0033	-0.0845	1.0033	1.0016
0.1357	1.7913	1030	1.0473	-0.0845	1.0473	1.0234
0.1357	1.7948	1032	0.9949	-0.0845	0.9949	0.9975
0.1357	1.7983	1034	1.0686	-0.0845	1.0686	1.0337
0.1357	1.8017	1036	1.3019	-0.1340	1.3019	1.1410
0.1357	1.8052	1038	1.4529	-0.0097	1.4529	1.2054
0.1357	1.8087	1040	1.4553	-0.0097	1.4553	1.2064
0.1357	1.8122	1042	1.2996	-0.0097	1.2996	1.1400
0.1357	1.8157	1044	1.0675	-0.1547	1.0675	1.0332
0.1357	1.8191	1046	0.8481	0.2524	0.8481	0.9209
0.1357	1.8226	1048	0.7614	0.0	0.7614	0.8726
0.1357	1.8261	1050	0.7462	0.0	0.7462	0.8639
0.1357	1.8296	1052	0.7835	0.0	0.7835	0.8851
0.1357	1.8330	1054	0.8247	0.2414	0.8247	0.9081
0.1357	1.8365	1056	0.9019	0.2326	0.9019	0.9497
0.1357	1.8400	1058	0.9363	-0.0845	0.9363	0.9676
0.1357	1.8435	1060	0.9242	-0.0845	0.9242	0.9614
0.1357	1.8470	1062	0.8497	0.2414	0.8497	0.9218
0.1357	1.8504	1064	0.8071	0.2524	0.8071	0.8984
0.1357	1.8539	1066	0.8678	0.2414	0.8678	0.9315
0.1357	1.8574	1068	0.9497	-0.0845	0.9497	0.9745
0.1357	1.8609	1070	0.9651	-0.0845	0.9651	0.9824
0.1357	1.8643	1072	0.8900	0.2414	0.8900	0.9434
0.1357	1.8678	1074	0.8271	0.2524	0.8271	0.9094
0.1357	1.8713	1076	0.7554	0.0	0.7554	0.8692
0.1357	1.8748	1078	0.6908	0.0	0.6908	0.8312
0.1357	1.8783	1080	0.6785	-0.0233	0.6785	0.8237
0.1357	1.8817	1082	0.6847	0.0	0.6847	0.8275
0.1357	1.8852	1084	0.7342	0.0	0.7342	0.8569
0.1357	1.8887	1086	0.8927	-0.1085	0.8927	0.9448
0.1357	1.8922	1088	1.0055	-0.0845	1.0055	1.0027
0.1357	1.8957	1090	0.9368	-0.0845	0.9368	0.9679
0.1357	1.8991	1092	0.7717	0.2667	0.7717	0.8785
0.1357	1.9026	1094	0.7072	0.0	0.7072	0.8410
0.1357	1.9061	1096	0.7058	0.2667	0.7058	0.8401
0.1357	1.9096	1098	0.7537	0.2667	0.7537	0.8681
0.1357	1.9130	1100	0.8795	0.2326	0.8795	0.9378
0.1357	1.9165	1102	1.0190	-0.0845	1.0190	1.0095
0.1357	1.92	1104	0.9904	-0.0845	0.9904	0.9952
0.1357	1.9235	1106	0.8250	0.2414	0.8250	0.9083
0.1357	1.9270	1108	0.7053	0.2667	0.7053	0.8398
0.1357	1.9304	1110	0.6665	0.0	0.6665	0.8164
0.1357	1.9339	1112	0.6753	0.2667	0.6753	0.8218
0.1357	1.9374	1114	0.6633	0.2667	0.6633	0.8145
0.1357	1.9409	1116	0.6741	0.2667	0.6741	0.8211
0.1357	1.9443	1118	0.7789	0.2667	0.7789	0.8826
0.1357	1.9478	1120	0.9127	-0.0845	0.9127	0.9554
0.1357	1.9513	1122	0.9314	-0.0845	0.9314	0.9651
0.1357	1.9548	1124	0.9495	-0.0845	0.9495	0.9744
0.1357	1.9583	1126	0.8341	-0.1379	0.8341	0.9133
0.1357	1.9617	1128	0.7998	0.2667	0.7998	0.8943
0.1357	1.9652	1130	0.7860	0.2667	0.7860	0.8866
0.1357	1.9687	1132	0.8130	0.2667	0.8130	0.9016
0.1357	1.9722	1134	0.7758	0.2667	0.7758	0.8808
0.1357	1.9757	1136	0.8453	-0.1748	0.8453	0.9194
0.1357	1.9791	1138	0.8428	-0.1748	0.8428	0.9180
0.1357	1.9826	1140	0.7693	0.2667	0.7693	0.8771
0.1357	1.9861	1142	0.6877	0.2222	0.6877	0.8293
0.1357	1.9896	1144	0.6775	0.2222	0.6775	0.8231
0.1357	1.9930	1146	0.6997	0.2667	0.6997	0.8365
0.1357	1.9965	1148	0.8763	-0.1379	0.8763	0.9361
0.1357	2.0	1150	1.0820	-0.0845	1.0820	1.0402
0.1357	2.0035	1152	1.0492	-0.0845	1.0492	1.0243
0.1357	2.0070	1154	0.8765	-0.1379	0.8765	0.9362
0.1357	2.0104	1156	0.6904	0.2667	0.6904	0.8309
0.1357	2.0139	1158	0.6449	0.0	0.6449	0.8031
0.1357	2.0174	1160	0.6450	0.0	0.6450	0.8031
0.1357	2.0209	1162	0.6526	0.2667	0.6526	0.8078
0.1357	2.0243	1164	0.6944	0.2667	0.6944	0.8333
0.1357	2.0278	1166	0.7948	0.2667	0.7948	0.8915
0.1357	2.0313	1168	0.8564	0.2414	0.8564	0.9254
0.1357	2.0348	1170	0.8503	0.2414	0.8503	0.9221
0.1357	2.0383	1172	0.7515	0.2667	0.7515	0.8669
0.1357	2.0417	1174	0.6583	0.2667	0.6583	0.8113
0.1357	2.0452	1176	0.6537	0.2667	0.6537	0.8085
0.1357	2.0487	1178	0.6839	0.2222	0.6839	0.8270
0.1357	2.0522	1180	0.7865	0.2667	0.7865	0.8869
0.1357	2.0557	1182	0.8629	0.2414	0.8629	0.9289
0.1357	2.0591	1184	0.9649	-0.0845	0.9649	0.9823
0.1357	2.0626	1186	0.9706	-0.0845	0.9706	0.9852
0.1357	2.0661	1188	0.8768	-0.1085	0.8768	0.9364
0.1357	2.0696	1190	0.7927	0.2667	0.7927	0.8904
0.1357	2.0730	1192	0.7271	0.2667	0.7271	0.8527
0.1357	2.0765	1194	0.7112	0.2222	0.7112	0.8433
0.1357	2.08	1196	0.7168	0.2667	0.7168	0.8466
0.1357	2.0835	1198	0.8031	0.2667	0.8031	0.8962
0.1357	2.0870	1200	0.9581	-0.0845	0.9581	0.9788
0.1357	2.0904	1202	0.9408	-0.0845	0.9408	0.9699
0.1357	2.0939	1204	0.8152	0.2667	0.8152	0.9029
0.1357	2.0974	1206	0.7377	0.2667	0.7377	0.8589
0.1357	2.1009	1208	0.7410	0.2667	0.7410	0.8608
0.1357	2.1043	1210	0.8160	0.2667	0.8160	0.9033
0.1357	2.1078	1212	0.9471	-0.0845	0.9471	0.9732
0.1357	2.1113	1214	0.9500	-0.0845	0.9500	0.9747
0.1357	2.1148	1216	0.8392	0.2667	0.8392	0.9161
0.1357	2.1183	1218	0.7895	0.2667	0.7895	0.8885
0.1357	2.1217	1220	0.8001	0.2667	0.8001	0.8945
0.1357	2.1252	1222	0.7524	0.2667	0.7524	0.8674
0.1357	2.1287	1224	0.7180	0.0	0.7180	0.8473
0.1357	2.1322	1226	0.7307	0.0	0.7307	0.8548
0.1357	2.1357	1228	0.7515	0.0	0.7515	0.8669
0.1357	2.1391	1230	0.8118	0.2667	0.8118	0.9010
0.1357	2.1426	1232	0.9164	-0.1085	0.9164	0.9573
0.1357	2.1461	1234	0.9033	-0.1085	0.9033	0.9504
0.1357	2.1496	1236	0.9533	-0.0845	0.9533	0.9764
0.1357	2.1530	1238	0.9668	-0.0845	0.9668	0.9833
0.1357	2.1565	1240	0.8704	-0.1085	0.8704	0.9330
0.1357	2.16	1242	0.8482	0.2667	0.8482	0.9210
0.1357	2.1635	1244	0.8272	0.2222	0.8272	0.9095
0.1357	2.1670	1246	0.8804	-0.1379	0.8804	0.9383
0.1357	2.1704	1248	1.0914	-0.0645	1.0914	1.0447
0.1357	2.1739	1250	1.2209	-0.0206	1.2209	1.1049
0.1357	2.1774	1252	1.1860	-0.0206	1.1860	1.0890
0.1357	2.1809	1254	1.0623	-0.1786	1.0623	1.0307
0.1357	2.1843	1256	0.9123	-0.1085	0.9123	0.9552
0.1357	2.1878	1258	0.8206	-0.0233	0.8206	0.9059
0.1357	2.1913	1260	0.8097	-0.0233	0.8097	0.8999
0.1357	2.1948	1262	0.8147	0.0	0.8147	0.9026
0.1357	2.1983	1264	0.8736	-0.1748	0.8736	0.9346
0.1357	2.2017	1266	0.9660	-0.0845	0.9660	0.9829
0.1357	2.2052	1268	0.9621	-0.0845	0.9621	0.9809
0.1357	2.2087	1270	0.8606	-0.1748	0.8606	0.9277
0.1357	2.2122	1272	0.7884	-0.0233	0.7884	0.8879
0.1357	2.2157	1274	0.7838	-0.0233	0.7838	0.8853
0.1357	2.2191	1276	0.7875	-0.0233	0.7875	0.8874
0.1357	2.2226	1278	0.8176	0.2667	0.8176	0.9042
0.1357	2.2261	1280	0.8885	-0.1379	0.8885	0.9426
0.1357	2.2296	1282	0.9221	-0.1085	0.9221	0.9602
0.1357	2.2330	1284	0.9628	-0.0845	0.9628	0.9812
0.1357	2.2365	1286	0.9387	-0.0845	0.9387	0.9688
0.1357	2.24	1288	0.8375	-0.1748	0.8375	0.9152
0.1357	2.2435	1290	0.7771	0.2667	0.7771	0.8815
0.1357	2.2470	1292	0.7384	0.2667	0.7384	0.8593
0.1357	2.2504	1294	0.7473	0.2667	0.7473	0.8644
0.1357	2.2539	1296	0.7536	0.2667	0.7536	0.8681
0.1357	2.2574	1298	0.7925	0.2667	0.7925	0.8902
0.1357	2.2609	1300	0.8098	0.2667	0.8098	0.8999
0.1357	2.2643	1302	0.8768	-0.1379	0.8768	0.9364
0.1357	2.2678	1304	0.8761	-0.1379	0.8761	0.9360
0.1357	2.2713	1306	0.7898	0.2667	0.7898	0.8887
0.1357	2.2748	1308	0.7406	0.2667	0.7406	0.8606
0.1357	2.2783	1310	0.7632	0.2667	0.7632	0.8736
0.1357	2.2817	1312	0.7867	0.2667	0.7867	0.8869
0.1357	2.2852	1314	0.7568	0.2667	0.7568	0.8700
0.1357	2.2887	1316	0.7162	0.2667	0.7162	0.8463
0.1357	2.2922	1318	0.7018	0.0	0.7018	0.8377
0.1357	2.2957	1320	0.7395	0.2667	0.7395	0.8599
0.1357	2.2991	1322	0.7623	0.2667	0.7623	0.8731
0.1357	2.3026	1324	0.8747	-0.1085	0.8747	0.9352
0.1357	2.3061	1326	0.9598	-0.0845	0.9598	0.9797
0.1357	2.3096	1328	0.9609	-0.0845	0.9609	0.9802
0.1357	2.3130	1330	0.9037	-0.1085	0.9037	0.9506
0.1357	2.3165	1332	0.8905	-0.1085	0.8905	0.9437
0.1357	2.32	1334	0.9244	-0.1085	0.9244	0.9615
0.1357	2.3235	1336	0.9241	-0.1085	0.9241	0.9613
0.1357	2.3270	1338	0.8992	-0.1085	0.8992	0.9483
0.1357	2.3304	1340	0.8727	-0.1379	0.8727	0.9342
0.1357	2.3339	1342	0.7707	0.0	0.7707	0.8779
0.1357	2.3374	1344	0.7257	0.0	0.7257	0.8519
0.1357	2.3409	1346	0.7248	0.0	0.7248	0.8514
0.1357	2.3443	1348	0.7739	0.2667	0.7739	0.8797
0.1357	2.3478	1350	0.8810	-0.1379	0.8810	0.9386
0.1357	2.3513	1352	0.8747	-0.1379	0.8747	0.9353
0.1357	2.3548	1354	0.8028	0.2667	0.8028	0.8960
0.1357	2.3583	1356	0.7986	0.2667	0.7986	0.8937
0.1357	2.3617	1358	0.8700	-0.1085	0.8700	0.9327
0.1357	2.3652	1360	1.0832	-0.1786	1.0832	1.0408
0.1357	2.3687	1362	1.1847	-0.0331	1.1847	1.0884
0.1357	2.3722	1364	1.1023	-0.1786	1.1023	1.0499
0.1357	2.3757	1366	0.9202	-0.1085	0.9202	0.9593
0.1357	2.3791	1368	0.9134	-0.1085	0.9134	0.9557
0.1357	2.3826	1370	0.9187	-0.1085	0.9187	0.9585
0.1357	2.3861	1372	1.0945	-0.0331	1.0945	1.0462
0.1357	2.3896	1374	1.1633	-0.0206	1.1633	1.0785
0.1357	2.3930	1376	1.0702	-0.0206	1.0702	1.0345
0.1357	2.3965	1378	0.8744	0.2414	0.8744	0.9351
0.1357	2.4	1380	0.7495	0.2667	0.7495	0.8658
0.1357	2.4035	1382	0.7535	0.2667	0.7535	0.8680
0.1357	2.4070	1384	0.8816	0.2414	0.8816	0.9389
0.1357	2.4104	1386	0.9724	-0.1085	0.9724	0.9861
0.1357	2.4139	1388	1.0149	-0.0331	1.0149	1.0074
0.1357	2.4174	1390	1.0068	-0.0331	1.0068	1.0034
0.1357	2.4209	1392	0.8856	-0.1085	0.8856	0.9411
0.1357	2.4243	1394	0.7741	0.2667	0.7741	0.8799
0.1357	2.4278	1396	0.7154	0.0	0.7154	0.8458
0.1357	2.4313	1398	0.7247	0.0	0.7247	0.8513
0.1357	2.4348	1400	0.8012	0.2524	0.8012	0.8951
0.1357	2.4383	1402	0.9250	-0.1085	0.9250	0.9618
0.1357	2.4417	1404	1.0246	-0.0206	1.0246	1.0122
0.1357	2.4452	1406	1.0061	0.0774	1.0061	1.0030
0.1357	2.4487	1408	0.9689	-0.0845	0.9689	0.9843
0.1357	2.4522	1410	0.8577	0.2524	0.8577	0.9261
0.1357	2.4557	1412	0.8087	0.2524	0.8087	0.8993
0.1357	2.4591	1414	0.7725	0.0	0.7725	0.8789
0.1357	2.4626	1416	0.7938	0.2667	0.7938	0.8909
0.1357	2.4661	1418	0.8752	-0.1379	0.8752	0.9355
0.1357	2.4696	1420	0.9815	-0.0845	0.9815	0.9907
0.1357	2.4730	1422	0.9678	-0.1085	0.9678	0.9838
0.1357	2.4765	1424	0.8960	-0.1379	0.8960	0.9466
0.1357	2.48	1426	0.8836	-0.1379	0.8836	0.9400
0.1357	2.4835	1428	0.9099	-0.1379	0.9099	0.9539
0.1357	2.4870	1430	0.9196	-0.1379	0.9196	0.9590
0.1357	2.4904	1432	0.8758	-0.1379	0.8758	0.9358
0.1357	2.4939	1434	0.8410	0.2667	0.8410	0.9171
0.1357	2.4974	1436	0.8575	0.2667	0.8575	0.9260
0.1357	2.5009	1438	0.8432	0.2667	0.8432	0.9183
0.1357	2.5043	1440	0.8896	-0.1379	0.8896	0.9432
0.1357	2.5078	1442	0.9246	-0.1379	0.9246	0.9616
0.1357	2.5113	1444	0.9221	-0.1379	0.9221	0.9603
0.1357	2.5148	1446	0.9284	-0.1379	0.9284	0.9635
0.1357	2.5183	1448	1.0034	-0.0845	1.0034	1.0017
0.1357	2.5217	1450	1.1055	-0.1786	1.1055	1.0514
0.1357	2.5252	1452	1.0792	-0.1786	1.0792	1.0388
0.1357	2.5287	1454	0.9459	-0.1379	0.9459	0.9726
0.1357	2.5322	1456	0.9031	-0.1379	0.9031	0.9503
0.1357	2.5357	1458	0.9398	-0.1379	0.9398	0.9694
0.1357	2.5391	1460	0.9507	-0.1085	0.9507	0.9750
0.1357	2.5426	1462	0.9629	-0.1085	0.9629	0.9813
0.1357	2.5461	1464	1.0151	0.0833	1.0151	1.0075
0.1357	2.5496	1466	1.0310	0.0833	1.0310	1.0154
0.1357	2.5530	1468	0.9672	-0.1085	0.9672	0.9835
0.1357	2.5565	1470	0.9060	-0.1379	0.9060	0.9518
0.1357	2.56	1472	0.8405	-0.1748	0.8405	0.9168
0.1357	2.5635	1474	0.8502	-0.1748	0.8502	0.9220
0.1357	2.5670	1476	0.8788	-0.1379	0.8788	0.9374
0.1357	2.5704	1478	0.8702	-0.1379	0.8702	0.9329
0.1357	2.5739	1480	0.9313	-0.1379	0.9313	0.9650
0.1357	2.5774	1482	1.0733	-0.0645	1.0733	1.0360
0.1357	2.5809	1484	1.1187	-0.1786	1.1187	1.0577
0.1357	2.5843	1486	1.0397	-0.0645	1.0397	1.0197
0.1357	2.5878	1488	0.9233	-0.1379	0.9233	0.9609
0.1357	2.5913	1490	0.8515	-0.1379	0.8515	0.9228
0.1357	2.5948	1492	0.8406	-0.1379	0.8406	0.9169
0.1357	2.5983	1494	0.8802	-0.1379	0.8802	0.9382
0.1357	2.6017	1496	0.8488	-0.1379	0.8488	0.9213
0.1357	2.6052	1498	0.8214	-0.0233	0.8214	0.9063
0.1017	2.6087	1500	0.8361	0.2222	0.8361	0.9144
0.1017	2.6122	1502	0.8792	-0.1379	0.8792	0.9377
0.1017	2.6157	1504	1.0619	-0.0645	1.0619	1.0305
0.1017	2.6191	1506	1.2564	-0.0097	1.2564	1.1209
0.1017	2.6226	1508	1.3068	-0.0097	1.3068	1.1431
0.1017	2.6261	1510	1.2338	-0.0097	1.2338	1.1108
0.1017	2.6296	1512	1.0638	-0.0476	1.0638	1.0314
0.1017	2.6330	1514	0.8612	-0.1379	0.8612	0.9280
0.1017	2.6365	1516	0.7836	-0.0233	0.7836	0.8852
0.1017	2.64	1518	0.7923	-0.0421	0.7923	0.8901
0.1017	2.6435	1520	0.7780	-0.0421	0.7780	0.8820
0.1017	2.6470	1522	0.7722	0.0	0.7722	0.8788
0.1017	2.6504	1524	0.7813	0.0	0.7813	0.8839
0.1017	2.6539	1526	0.8187	0.2524	0.8187	0.9048
0.1017	2.6574	1528	0.9173	-0.0845	0.9173	0.9578
0.1017	2.6609	1530	0.9740	-0.0845	0.9740	0.9869
0.1017	2.6643	1532	0.9192	-0.0845	0.9192	0.9587
0.1017	2.6678	1534	0.8074	0.2524	0.8074	0.8986
0.1017	2.6713	1536	0.7736	0.0	0.7736	0.8795
0.1017	2.6748	1538	0.7817	0.0	0.7817	0.8841
0.1017	2.6783	1540	0.8003	0.0	0.8003	0.8946
0.1017	2.6817	1542	0.8534	-0.1379	0.8534	0.9238
0.1017	2.6852	1544	0.9727	-0.0845	0.9727	0.9863
0.1017	2.6887	1546	1.0301	-0.0845	1.0301	1.0149
0.1017	2.6922	1548	0.9666	-0.0845	0.9666	0.9832
0.1017	2.6957	1550	0.8338	0.2524	0.8338	0.9132
0.1017	2.6991	1552	0.7523	0.0	0.7523	0.8674
0.1017	2.7026	1554	0.7493	-0.0233	0.7493	0.8656
0.1017	2.7061	1556	0.7462	-0.0233	0.7462	0.8638
0.1017	2.7096	1558	0.7554	0.0	0.7554	0.8691
0.1017	2.7130	1560	0.8576	-0.1379	0.8576	0.9261
0.1017	2.7165	1562	0.9944	-0.0845	0.9944	0.9972
0.1017	2.7200	1564	1.0660	-0.0845	1.0660	1.0325
0.1017	2.7235	1566	1.0247	-0.0845	1.0247	1.0123
0.1017	2.7270	1568	0.9926	-0.0845	0.9926	0.9963
0.1017	2.7304	1570	0.8916	-0.1379	0.8916	0.9443
0.1017	2.7339	1572	0.8054	0.0222	0.8054	0.8974
0.1017	2.7374	1574	0.8072	-0.0233	0.8072	0.8984
0.1017	2.7409	1576	0.8380	0.2524	0.8380	0.9154
0.1017	2.7443	1578	0.9462	-0.0845	0.9462	0.9728
0.1017	2.7478	1580	1.0108	-0.0845	1.0108	1.0054
0.1017	2.7513	1582	0.9929	-0.0845	0.9929	0.9964
0.1017	2.7548	1584	0.9108	-0.1379	0.9108	0.9544
0.1017	2.7583	1586	0.8708	0.2143	0.8708	0.9332
0.1017	2.7617	1588	0.8638	0.2143	0.8638	0.9294
0.1017	2.7652	1590	0.9071	-0.1379	0.9071	0.9524
0.1017	2.7687	1592	0.9945	-0.0845	0.9945	0.9972
0.1017	2.7722	1594	1.0079	-0.0845	1.0079	1.0039
0.1017	2.7757	1596	1.0279	-0.0845	1.0279	1.0139
0.1017	2.7791	1598	0.9677	-0.0845	0.9677	0.9837
0.1017	2.7826	1600	0.9298	-0.1085	0.9298	0.9643
0.1017	2.7861	1602	0.9637	-0.0845	0.9637	0.9817
0.1017	2.7896	1604	1.0002	-0.0845	1.0002	1.0001
0.1017	2.7930	1606	1.0132	-0.0845	1.0132	1.0066
0.1017	2.7965	1608	1.0396	-0.0845	1.0396	1.0196
0.1017	2.8	1610	1.0472	-0.0845	1.0472	1.0233
0.1017	2.8035	1612	1.0787	-0.0845	1.0787	1.0386
0.1017	2.8070	1614	1.1567	-0.2065	1.1567	1.0755
0.1017	2.8104	1616	1.1525	-0.0845	1.1525	1.0735
0.1017	2.8139	1618	1.0601	-0.0845	1.0601	1.0296
0.1017	2.8174	1620	0.9950	-0.1224	0.9950	0.9975
0.1017	2.8209	1622	0.9776	-0.1224	0.9776	0.9887
0.1017	2.8243	1624	0.9799	-0.1159	0.9799	0.9899
0.1017	2.8278	1626	1.0753	-0.0845	1.0753	1.0370
0.1017	2.8313	1628	1.1746	-0.0331	1.1746	1.0838
0.1017	2.8348	1630	1.1432	-0.0331	1.1432	1.0692
0.1017	2.8383	1632	1.0298	-0.0845	1.0298	1.0148
0.1017	2.8417	1634	0.9050	-0.1085	0.9050	0.9513
0.1017	2.8452	1636	0.8448	0.2667	0.8448	0.9191
0.1017	2.8487	1638	0.8413	0.2667	0.8413	0.9172
0.1017	2.8522	1640	0.8987	-0.1085	0.8987	0.9480
0.1017	2.8557	1642	0.9639	-0.0845	0.9639	0.9818
0.1017	2.8591	1644	0.9796	-0.0845	0.9796	0.9897
0.1017	2.8626	1646	0.9114	-0.0845	0.9114	0.9547
0.1017	2.8661	1648	0.8506	0.2524	0.8506	0.9223
0.1017	2.8696	1650	0.8450	0.2524	0.8450	0.9192
0.1017	2.8730	1652	0.8786	-0.1085	0.8786	0.9374
0.1017	2.8765	1654	0.9883	-0.0845	0.9883	0.9941
0.1017	2.88	1656	1.0597	-0.0645	1.0597	1.0294
0.1017	2.8835	1658	1.0443	-0.0645	1.0443	1.0219
0.1017	2.8870	1660	0.9263	-0.0845	0.9263	0.9624
0.1017	2.8904	1662	0.8435	0.2524	0.8435	0.9184
0.1017	2.8939	1664	0.7931	0.2667	0.7931	0.8906
0.1017	2.8974	1666	0.8188	0.2667	0.8188	0.9049
0.1017	2.9009	1668	0.8418	0.2524	0.8418	0.9175
0.1017	2.9043	1670	0.8673	-0.1379	0.8673	0.9313
0.1017	2.9078	1672	0.9329	-0.1085	0.9329	0.9658
0.1017	2.9113	1674	0.9685	-0.0845	0.9685	0.9841
0.1017	2.9148	1676	0.8895	-0.1085	0.8895	0.9431
0.1017	2.9183	1678	0.8096	0.2524	0.8096	0.8998
0.1017	2.9217	1680	0.7942	0.2524	0.7942	0.8912
0.1017	2.9252	1682	0.7789	0.2667	0.7789	0.8826
0.1017	2.9287	1684	0.8286	0.2524	0.8286	0.9103
0.1017	2.9322	1686	0.9447	-0.0845	0.9447	0.9720
0.1017	2.9357	1688	0.9495	-0.0845	0.9495	0.9744
0.1017	2.9391	1690	0.9064	-0.1085	0.9064	0.9521
0.1017	2.9426	1692	0.9389	-0.0845	0.9389	0.9690
0.1017	2.9461	1694	0.9791	-0.0845	0.9791	0.9895
0.1017	2.9496	1696	0.8726	-0.1379	0.8726	0.9341
0.1017	2.9530	1698	0.7637	0.2667	0.7637	0.8739
0.1017	2.9565	1700	0.7744	0.2667	0.7744	0.8800
0.1017	2.96	1702	0.8056	0.2667	0.8056	0.8975
0.1017	2.9635	1704	0.8310	0.2524	0.8310	0.9116
0.1017	2.9670	1706	0.8476	-0.1379	0.8476	0.9206
0.1017	2.9704	1708	0.8480	0.2667	0.8480	0.9209
0.1017	2.9739	1710	0.8707	0.1852	0.8707	0.9331
0.1017	2.9774	1712	0.8915	0.1852	0.8915	0.9442
0.1017	2.9809	1714	0.9113	-0.1493	0.9113	0.9546
0.1017	2.9843	1716	1.0007	-0.0845	1.0007	1.0004
0.1017	2.9878	1718	1.1653	-0.0331	1.1653	1.0795
0.1017	2.9913	1720	1.1824	-0.0331	1.1824	1.0874
0.1017	2.9948	1722	1.1021	-0.1786	1.1021	1.0498
0.1017	2.9983	1724	0.9865	-0.0845	0.9865	0.9932
0.1017	3.0017	1726	0.8873	-0.1379	0.8873	0.9419
0.1017	3.0052	1728	0.8243	0.0	0.8243	0.9079
0.1017	3.0087	1730	0.8221	0.2667	0.8221	0.9067
0.1017	3.0122	1732	0.8506	0.2667	0.8506	0.9223
0.1017	3.0157	1734	0.8906	-0.1085	0.8906	0.9437
0.1017	3.0191	1736	0.9765	-0.1085	0.9765	0.9882
0.1017	3.0226	1738	1.0009	-0.0845	1.0009	1.0005
0.1017	3.0261	1740	0.9635	-0.1085	0.9635	0.9816
0.1017	3.0296	1742	0.8525	0.2524	0.8525	0.9233
0.1017	3.0330	1744	0.7888	0.2667	0.7888	0.8881
0.1017	3.0365	1746	0.8040	0.2667	0.8040	0.8966
0.1017	3.04	1748	0.8670	-0.1379	0.8670	0.9311
0.1017	3.0435	1750	0.9148	-0.1085	0.9148	0.9564
0.1017	3.0470	1752	0.9108	-0.1085	0.9108	0.9543
0.1017	3.0504	1754	0.8474	0.2524	0.8474	0.9205
0.1017	3.0539	1756	0.7676	0.2667	0.7676	0.8761
0.1017	3.0574	1758	0.7415	0.0	0.7415	0.8611
0.1017	3.0609	1760	0.7629	0.0	0.7629	0.8735
0.1017	3.0643	1762	0.8401	0.2524	0.8401	0.9166
0.1017	3.0678	1764	0.9316	-0.0845	0.9316	0.9652
0.1017	3.0713	1766	0.9428	-0.0845	0.9428	0.9710
0.1017	3.0748	1768	0.8894	-0.1085	0.8894	0.9431
0.1017	3.0783	1770	0.8253	0.2667	0.8253	0.9084
0.1017	3.0817	1772	0.8126	0.2667	0.8126	0.9015
0.1017	3.0852	1774	0.8568	0.2524	0.8568	0.9256
0.1017	3.0887	1776	0.9770	-0.0845	0.9770	0.9885
0.1017	3.0922	1778	0.9894	-0.0845	0.9894	0.9947
0.1017	3.0957	1780	0.9252	-0.0845	0.9252	0.9619
0.1017	3.0991	1782	0.8207	0.2524	0.8207	0.9059
0.1017	3.1026	1784	0.7735	0.2667	0.7735	0.8795
0.1017	3.1061	1786	0.7749	0.2667	0.7749	0.8803
0.1017	3.1096	1788	0.7790	0.2667	0.7790	0.8826
0.1017	3.1130	1790	0.8094	0.2524	0.8094	0.8997
0.1017	3.1165	1792	0.8594	0.2524	0.8594	0.9271
0.1017	3.12	1794	0.9192	-0.1085	0.9192	0.9588
0.1017	3.1235	1796	0.8979	0.2414	0.8979	0.9476
0.1017	3.1270	1798	0.8462	0.2524	0.8462	0.9199
0.1017	3.1304	1800	0.8379	0.2524	0.8379	0.9154
0.1017	3.1339	1802	0.8512	0.2524	0.8512	0.9226
0.1017	3.1374	1804	0.8503	0.2524	0.8503	0.9221
0.1017	3.1409	1806	0.8615	0.2524	0.8615	0.9282
0.1017	3.1443	1808	0.8716	0.2414	0.8716	0.9336
0.1017	3.1478	1810	0.9144	0.2414	0.9144	0.9562
0.1017	3.1513	1812	0.9839	-0.0845	0.9839	0.9919
0.1017	3.1548	1814	0.9820	-0.0845	0.9820	0.9910
0.1017	3.1583	1816	0.9350	-0.0845	0.9350	0.9670
0.1017	3.1617	1818	0.8514	0.2414	0.8514	0.9227
0.1017	3.1652	1820	0.7679	0.2667	0.7679	0.8763
0.1017	3.1687	1822	0.7272	-0.0233	0.7272	0.8528
0.1017	3.1722	1824	0.7374	-0.0421	0.7374	0.8587
0.1017	3.1757	1826	0.7462	-0.0421	0.7462	0.8638
0.1017	3.1791	1828	0.7358	-0.0421	0.7358	0.8578
0.1017	3.1826	1830	0.7197	0.0	0.7197	0.8483
0.1017	3.1861	1832	0.7498	0.0	0.7498	0.8659
0.1017	3.1896	1834	0.8567	0.2414	0.8567	0.9256
0.1017	3.1930	1836	0.9461	-0.0845	0.9461	0.9727
0.1017	3.1965	1838	0.9299	-0.0845	0.9299	0.9643
0.1017	3.2	1840	0.8605	0.2414	0.8605	0.9277
0.1017	3.2035	1842	0.7870	0.0	0.7870	0.8872
0.1017	3.2070	1844	0.7729	-0.0233	0.7729	0.8792
0.1017	3.2104	1846	0.7818	-0.0233	0.7818	0.8842
0.1017	3.2139	1848	0.7771	-0.0233	0.7771	0.8815
0.1017	3.2174	1850	0.7806	-0.0233	0.7806	0.8835
0.1017	3.2209	1852	0.7971	0.0	0.7971	0.8928
0.1017	3.2243	1854	0.8274	0.2524	0.8274	0.9096
0.1017	3.2278	1856	0.8572	0.2414	0.8572	0.9258
0.1017	3.2313	1858	0.8755	0.2414	0.8755	0.9357
0.1017	3.2348	1860	0.8432	0.2414	0.8432	0.9183
0.1017	3.2383	1862	0.7852	0.0222	0.7852	0.8861
0.1017	3.2417	1864	0.7529	0.0	0.7529	0.8677
0.1017	3.2452	1866	0.7413	0.0	0.7413	0.8610
0.1017	3.2487	1868	0.7410	0.0	0.7410	0.8608
0.1017	3.2522	1870	0.7463	0.0	0.7463	0.8639
0.1017	3.2557	1872	0.7389	0.0	0.7389	0.8596
0.1017	3.2591	1874	0.7529	0.0	0.7529	0.8677
0.1017	3.2626	1876	0.7752	0.2667	0.7752	0.8804
0.1017	3.2661	1878	0.8629	0.2414	0.8629	0.9289
0.1017	3.2696	1880	0.9243	-0.1085	0.9243	0.9614
0.1017	3.2730	1882	0.9004	-0.1085	0.9004	0.9489
0.1017	3.2765	1884	0.8128	0.2524	0.8128	0.9015
0.1017	3.2800	1886	0.7333	0.0	0.7333	0.8563
0.1017	3.2835	1888	0.7202	0.0	0.7202	0.8486
0.1017	3.2870	1890	0.7119	0.0	0.7119	0.8437
0.1017	3.2904	1892	0.7446	0.2667	0.7446	0.8629
0.1017	3.2939	1894	0.7595	0.2667	0.7595	0.8715
0.1017	3.2974	1896	0.8069	0.2524	0.8069	0.8983
0.1017	3.3009	1898	0.8540	0.2414	0.8540	0.9241
0.1017	3.3043	1900	0.8168	0.2414	0.8168	0.9038
0.1017	3.3078	1902	0.7276	0.2667	0.7276	0.8530
0.1017	3.3113	1904	0.7042	0.0	0.7042	0.8392
0.1017	3.3148	1906	0.7201	0.2667	0.7201	0.8486
0.1017	3.3183	1908	0.7265	0.2667	0.7265	0.8524
0.1017	3.3217	1910	0.7341	0.2667	0.7341	0.8568
0.1017	3.3252	1912	0.7795	0.2414	0.7795	0.8829
0.1017	3.3287	1914	0.8384	0.2414	0.8384	0.9156
0.1017	3.3322	1916	0.8354	0.2326	0.8354	0.9140
0.1017	3.3357	1918	0.7643	0.2524	0.7643	0.8742
0.1017	3.3391	1920	0.7457	0.2667	0.7457	0.8635
0.1017	3.3426	1922	0.7278	0.2667	0.7278	0.8531
0.1017	3.3461	1924	0.7581	0.2524	0.7581	0.8707
0.1017	3.3496	1926	0.7706	0.2524	0.7706	0.8778
0.1017	3.3530	1928	0.8162	0.2414	0.8162	0.9034
0.1017	3.3565	1930	0.8283	0.2326	0.8283	0.9101
0.1017	3.36	1932	0.8036	0.2414	0.8036	0.8964
0.1017	3.3635	1934	0.7678	0.2667	0.7678	0.8762
0.1017	3.3670	1936	0.7827	0.2524	0.7827	0.8847
0.1017	3.3704	1938	0.8168	0.2414	0.8168	0.9037
0.1017	3.3739	1940	0.8196	0.2326	0.8196	0.9053
0.1017	3.3774	1942	0.7934	0.2414	0.7934	0.8907
0.1017	3.3809	1944	0.8194	0.2326	0.8194	0.9052
0.1017	3.3843	1946	0.8577	0.2326	0.8577	0.9261
0.1017	3.3878	1948	0.9224	0.2326	0.9224	0.9604
0.1017	3.3913	1950	1.0185	-0.0845	1.0185	1.0092
0.1017	3.3948	1952	1.0098	-0.0845	1.0098	1.0049
0.1017	3.3983	1954	0.9162	0.2326	0.9162	0.9572
0.1017	3.4017	1956	0.8415	0.2326	0.8415	0.9173
0.1017	3.4052	1958	0.7408	0.2667	0.7408	0.8607
0.1017	3.4087	1960	0.7135	0.0	0.7135	0.8447
0.1017	3.4122	1962	0.7050	0.0	0.7050	0.8396
0.1017	3.4157	1964	0.7384	0.2667	0.7384	0.8593
0.1017	3.4191	1966	0.7501	0.2524	0.7501	0.8661
0.1017	3.4226	1968	0.7803	0.2414	0.7803	0.8833
0.1017	3.4261	1970	0.7628	0.2414	0.7628	0.8734
0.1017	3.4296	1972	0.7714	0.2414	0.7714	0.8783
0.1017	3.4330	1974	0.8334	0.2326	0.8334	0.9129
0.1017	3.4365	1976	0.9730	-0.0845	0.9730	0.9864
0.1017	3.44	1978	1.0457	-0.0845	1.0457	1.0226
0.1017	3.4435	1980	0.9914	-0.0845	0.9914	0.9957
0.1017	3.4470	1982	0.8548	0.2326	0.8548	0.9245
0.1017	3.4504	1984	0.7919	0.2414	0.7919	0.8899
0.1017	3.4539	1986	0.7781	0.2524	0.7781	0.8821
0.1017	3.4574	1988	0.7702	0.2524	0.7702	0.8776
0.1017	3.4609	1990	0.7818	0.2414	0.7818	0.8842
0.1017	3.4643	1992	0.8132	0.2326	0.8132	0.9018
0.1017	3.4678	1994	0.9548	-0.0845	0.9548	0.9771
0.1017	3.4713	1996	1.0443	-0.0845	1.0443	1.0219
0.1017	3.4748	1998	1.0164	-0.0845	1.0164	1.0082
0.0872	3.4783	2000	0.8976	0.2326	0.8976	0.9474
0.0872	3.4817	2002	0.7939	0.2414	0.7939	0.8910
0.0872	3.4852	2004	0.6920	0.0	0.6920	0.8318
0.0872	3.4887	2006	0.6662	0.0	0.6662	0.8162
0.0872	3.4922	2008	0.6769	0.0	0.6769	0.8228
0.0872	3.4957	2010	0.7330	0.2667	0.7330	0.8562
0.0872	3.4991	2012	0.7707	0.2524	0.7707	0.8779
0.0872	3.5026	2014	0.7542	0.2667	0.7542	0.8685
0.0872	3.5061	2016	0.7555	0.2667	0.7555	0.8692
0.0872	3.5096	2018	0.7873	0.2524	0.7873	0.8873
0.0872	3.5130	2020	0.7688	0.2667	0.7688	0.8768
0.0872	3.5165	2022	0.7942	0.2667	0.7942	0.8912
0.0872	3.52	2024	0.8795	0.2326	0.8795	0.9378
0.0872	3.5235	2026	1.0159	-0.0845	1.0159	1.0079
0.0872	3.5270	2028	1.0919	-0.2065	1.0919	1.0450
0.0872	3.5304	2030	1.0403	-0.0845	1.0403	1.0199
0.0872	3.5339	2032	0.9121	-0.0845	0.9121	0.9551
0.0872	3.5374	2034	0.8582	0.2524	0.8582	0.9264
0.0872	3.5409	2036	0.8183	0.2524	0.8183	0.9046
0.0872	3.5443	2038	0.7876	0.2667	0.7876	0.8875
0.0872	3.5478	2040	0.7846	0.2667	0.7846	0.8858
0.0872	3.5513	2042	0.7786	0.2667	0.7786	0.8824
0.0872	3.5548	2044	0.7870	0.2667	0.7870	0.8871
0.0872	3.5583	2046	0.7520	0.2667	0.7520	0.8672
0.0872	3.5617	2048	0.7011	0.0	0.7011	0.8373
0.0872	3.5652	2050	0.6770	0.0	0.6770	0.8228
0.0872	3.5687	2052	0.7065	-0.0421	0.7065	0.8406
0.0872	3.5722	2054	0.7176	-0.0421	0.7176	0.8471
0.0872	3.5757	2056	0.7065	-0.0421	0.7065	0.8406
0.0872	3.5791	2058	0.7342	0.0	0.7342	0.8569
0.0872	3.5826	2060	0.8738	0.2326	0.8738	0.9348
0.0872	3.5861	2062	1.0087	-0.0845	1.0087	1.0044
0.0872	3.5896	2064	1.0416	-0.0845	1.0416	1.0206
0.0872	3.5930	2066	0.9875	-0.0845	0.9875	0.9937
0.0872	3.5965	2068	0.8934	0.2326	0.8934	0.9452
0.0872	3.6	2070	0.8438	0.2414	0.8438	0.9186
0.0872	3.6035	2072	0.8076	0.2667	0.8076	0.8987
0.0872	3.6070	2074	0.7871	0.2667	0.7871	0.8872
0.0872	3.6104	2076	0.8063	0.2667	0.8063	0.8979
0.0872	3.6139	2078	0.8209	0.2524	0.8209	0.9061
0.0872	3.6174	2080	0.8719	0.2414	0.8719	0.9338
0.0872	3.6209	2082	0.8994	-0.1085	0.8994	0.9483
0.0872	3.6243	2084	0.9328	-0.1085	0.9328	0.9658
0.0872	3.6278	2086	0.9210	-0.1085	0.9210	0.9597
0.0872	3.6313	2088	0.9139	-0.1085	0.9139	0.9560
0.0872	3.6348	2090	0.8772	0.2414	0.8772	0.9366
0.0872	3.6383	2092	0.8212	0.2524	0.8212	0.9062
0.0872	3.6417	2094	0.7979	0.2667	0.7979	0.8933
0.0872	3.6452	2096	0.7952	0.2667	0.7952	0.8918
0.0872	3.6487	2098	0.7615	0.0	0.7615	0.8726
0.0872	3.6522	2100	0.7489	-0.0233	0.7489	0.8654
0.0872	3.6557	2102	0.7589	-0.0233	0.7589	0.8712
0.0872	3.6591	2104	0.7761	0.2143	0.7761	0.8810
0.0872	3.6626	2106	0.8306	0.2524	0.8306	0.9114
0.0872	3.6661	2108	0.8638	0.2414	0.8638	0.9294
0.0872	3.6696	2110	0.8615	0.2414	0.8615	0.9282
0.0872	3.6730	2112	0.8117	0.2524	0.8117	0.9010
0.0872	3.6765	2114	0.7467	0.0	0.7467	0.8641
0.0872	3.68	2116	0.7215	0.0	0.7215	0.8494
0.0872	3.6835	2118	0.7090	0.0	0.7090	0.8420
0.0872	3.6870	2120	0.7130	0.0	0.7130	0.8444
0.0872	3.6904	2122	0.7207	0.0	0.7207	0.8489
0.0872	3.6939	2124	0.7346	0.2524	0.7346	0.8571
0.0872	3.6974	2126	0.7410	0.2524	0.7410	0.8608
0.0872	3.7009	2128	0.7311	0.2524	0.7311	0.8551
0.0872	3.7043	2130	0.7110	0.2143	0.7110	0.8432
0.0872	3.7078	2132	0.7294	0.2524	0.7294	0.8541
0.0872	3.7113	2134	0.7658	0.2524	0.7658	0.8751
0.0872	3.7148	2136	0.7454	0.2524	0.7454	0.8634
0.0872	3.7183	2138	0.7270	0.2524	0.7270	0.8526
0.0872	3.7217	2140	0.7445	0.2524	0.7445	0.8629
0.0872	3.7252	2142	0.7525	0.2524	0.7525	0.8675
0.0872	3.7287	2144	0.7701	0.2524	0.7701	0.8775
0.0872	3.7322	2146	0.7913	0.2524	0.7913	0.8895
0.0872	3.7357	2148	0.8090	0.2524	0.8090	0.8994
0.0872	3.7391	2150	0.7877	0.2524	0.7877	0.8876
0.0872	3.7426	2152	0.8073	0.2143	0.8073	0.8985
0.0872	3.7461	2154	0.8313	0.2143	0.8313	0.9117
0.0872	3.7496	2156	0.8844	0.2414	0.8844	0.9405
0.0872	3.7530	2158	0.8278	0.2143	0.8278	0.9098
0.0872	3.7565	2160	0.8213	0.2143	0.8213	0.9062
0.0872	3.76	2162	0.9446	-0.0845	0.9446	0.9719
0.0872	3.7635	2164	1.0009	-0.2065	1.0009	1.0004
0.0872	3.7670	2166	0.9394	-0.0845	0.9394	0.9692
0.0872	3.7704	2168	0.8134	0.2524	0.8134	0.9019
0.0872	3.7739	2170	0.7285	-0.0233	0.7285	0.8535
0.0872	3.7774	2172	0.7124	-0.0233	0.7124	0.8440
0.0872	3.7809	2174	0.7187	0.0	0.7187	0.8477
0.0872	3.7843	2176	0.7651	0.0	0.7651	0.8747
0.0872	3.7878	2178	0.8148	0.2524	0.8148	0.9026
0.0872	3.7913	2180	0.8221	0.2524	0.8221	0.9067
0.0872	3.7948	2182	0.8108	0.2524	0.8108	0.9004
0.0872	3.7983	2184	0.7839	0.2667	0.7839	0.8854
0.0872	3.8017	2186	0.7713	0.0	0.7713	0.8782
0.0872	3.8052	2188	0.7560	0.0	0.7560	0.8695
0.0872	3.8087	2190	0.7620	0.0	0.7620	0.8729
0.0872	3.8122	2192	0.7738	0.2667	0.7738	0.8797
0.0872	3.8157	2194	0.7938	0.2667	0.7938	0.8910
0.0872	3.8191	2196	0.7839	0.2667	0.7839	0.8854
0.0872	3.8226	2198	0.7777	0.2667	0.7777	0.8819
0.0872	3.8261	2200	0.7843	0.2524	0.7843	0.8856
0.0872	3.8296	2202	0.7817	0.2524	0.7817	0.8841
0.0872	3.8330	2204	0.8497	0.2414	0.8497	0.9218
0.0872	3.8365	2206	0.8729	0.2414	0.8729	0.9343
0.0872	3.84	2208	0.8113	0.2414	0.8113	0.9007
0.0872	3.8435	2210	0.7260	0.2667	0.7260	0.8520
0.0872	3.8470	2212	0.6763	-0.0233	0.6763	0.8224
0.0872	3.8504	2214	0.6712	-0.0233	0.6712	0.8193
0.0872	3.8539	2216	0.6832	0.0	0.6832	0.8266
0.0872	3.8574	2218	0.7196	0.2667	0.7196	0.8483
0.0872	3.8609	2220	0.7516	0.2524	0.7516	0.8670
0.0872	3.8643	2222	0.7838	0.2524	0.7838	0.8853
0.0872	3.8678	2224	0.8026	0.2524	0.8026	0.8959
0.0872	3.8713	2226	0.8181	0.2414	0.8181	0.9045
0.0872	3.8748	2228	0.8301	0.2414	0.8301	0.9111
0.0872	3.8783	2230	0.8641	0.2326	0.8641	0.9296
0.0872	3.8817	2232	0.9070	-0.0845	0.9070	0.9524
0.0872	3.8852	2234	0.8734	0.2326	0.8734	0.9346
0.0872	3.8887	2236	0.7849	0.2667	0.7849	0.8859
0.0872	3.8922	2238	0.7445	0.2667	0.7445	0.8629
0.0872	3.8957	2240	0.7380	0.2667	0.7380	0.8591
0.0872	3.8991	2242	0.7347	0.2667	0.7347	0.8571
0.0872	3.9026	2244	0.7617	0.2667	0.7617	0.8727
0.0872	3.9061	2246	0.7987	0.2667	0.7987	0.8937
0.0872	3.9096	2248	0.8328	0.2414	0.8328	0.9126
0.0872	3.9130	2250	0.8210	0.2667	0.8210	0.9061
0.0872	3.9165	2252	0.8040	0.2667	0.8040	0.8967
0.0872	3.92	2254	0.8139	0.2667	0.8139	0.9021
0.0872	3.9235	2256	0.8411	0.2326	0.8411	0.9171
0.0872	3.9270	2258	0.8728	-0.0845	0.8728	0.9342
0.0872	3.9304	2260	0.8435	0.2326	0.8435	0.9184
0.0872	3.9339	2262	0.8156	0.2667	0.8156	0.9031
0.0872	3.9374	2264	0.7762	0.2667	0.7762	0.8810
0.0872	3.9409	2266	0.7102	0.2667	0.7102	0.8427
0.0872	3.9443	2268	0.6820	-0.0421	0.6820	0.8258
0.0872	3.9478	2270	0.6813	-0.0421	0.6813	0.8254
0.0872	3.9513	2272	0.6771	-0.0233	0.6771	0.8229
0.0872	3.9548	2274	0.7442	0.2667	0.7442	0.8627
0.0872	3.9583	2276	0.8576	0.2326	0.8576	0.9261
0.0872	3.9617	2278	0.9721	0.0774	0.9721	0.9859
0.0872	3.9652	2280	0.9718	0.0774	0.9718	0.9858
0.0872	3.9687	2282	0.8887	-0.0845	0.8887	0.9427
0.0872	3.9722	2284	0.7576	0.2667	0.7576	0.8704
0.0872	3.9757	2286	0.6769	0.2667	0.6769	0.8227
0.0872	3.9791	2288	0.6403	-0.0233	0.6403	0.8002
0.0872	3.9826	2290	0.6358	-0.0233	0.6358	0.7974
0.0872	3.9861	2292	0.6488	0.0	0.6488	0.8055
0.0872	3.9896	2294	0.6983	0.2667	0.6983	0.8356
0.0872	3.9930	2296	0.7704	0.2667	0.7704	0.8777
0.0872	3.9965	2298	0.7782	0.2667	0.7782	0.8822
0.0872	4.0	2300	0.7265	0.2667	0.7265	0.8524
0.0872	4.0035	2302	0.6669	0.2222	0.6669	0.8167
0.0872	4.0070	2304	0.6687	0.2222	0.6687	0.8177
0.0872	4.0104	2306	0.7269	0.2667	0.7269	0.8526
0.0872	4.0139	2308	0.8052	0.2414	0.8052	0.8973
0.0872	4.0174	2310	0.8189	0.2414	0.8189	0.9049
0.0872	4.0209	2312	0.7852	0.2414	0.7852	0.8861
0.0872	4.0243	2314	0.7306	0.2667	0.7306	0.8547
0.0872	4.0278	2316	0.6559	0.2667	0.6559	0.8099
0.0872	4.0313	2318	0.6284	-0.0233	0.6284	0.7927
0.0872	4.0348	2320	0.6306	-0.0233	0.6306	0.7941
0.0872	4.0383	2322	0.6392	0.2222	0.6392	0.7995
0.0872	4.0417	2324	0.7133	0.2414	0.7133	0.8446
0.0872	4.0452	2326	0.8290	0.2414	0.8290	0.9105
0.0872	4.0487	2328	0.8767	0.2414	0.8767	0.9363
0.0872	4.0522	2330	0.8478	0.2414	0.8478	0.9208
0.0872	4.0557	2332	0.7569	0.2414	0.7569	0.8700
0.0872	4.0591	2334	0.6494	0.2667	0.6494	0.8059
0.0872	4.0626	2336	0.6002	0.2222	0.6002	0.7747
0.0872	4.0661	2338	0.5990	0.2222	0.5990	0.7739
0.0872	4.0696	2340	0.6490	0.2667	0.6490	0.8056
0.0872	4.0730	2342	0.6718	0.2524	0.6718	0.8196
0.0872	4.0765	2344	0.6440	0.2667	0.6440	0.8025
0.0872	4.08	2346	0.6535	0.2667	0.6535	0.8084
0.0872	4.0835	2348	0.6762	0.2524	0.6762	0.8223
0.0872	4.0870	2350	0.7250	0.2414	0.7250	0.8515
0.0872	4.0904	2352	0.7035	0.2414	0.7035	0.8387
0.0872	4.0939	2354	0.6592	0.2524	0.6592	0.8119
0.0872	4.0974	2356	0.6834	0.2524	0.6834	0.8267
0.0872	4.1009	2358	0.7580	0.2414	0.7580	0.8706
0.0872	4.1043	2360	0.8525	0.2414	0.8525	0.9233
0.0872	4.1078	2362	0.8464	0.2414	0.8464	0.9200
0.0872	4.1113	2364	0.7878	0.2414	0.7878	0.8876
0.0872	4.1148	2366	0.6914	0.2524	0.6914	0.8315
0.0872	4.1183	2368	0.6299	0.0	0.6299	0.7937
0.0872	4.1217	2370	0.6185	-0.0233	0.6185	0.7865
0.0872	4.1252	2372	0.6217	-0.0233	0.6217	0.7885
0.0872	4.1287	2374	0.6359	0.0	0.6359	0.7974
0.0872	4.1322	2376	0.6996	0.2414	0.6996	0.8364
0.0872	4.1357	2378	0.7894	0.2414	0.7894	0.8885
0.0872	4.1391	2380	0.8426	0.2414	0.8426	0.9179
0.0872	4.1426	2382	0.8106	0.2414	0.8106	0.9003
0.0872	4.1461	2384	0.7359	0.2414	0.7359	0.8579
0.0872	4.1496	2386	0.6641	0.2667	0.6641	0.8149
0.0872	4.1530	2388	0.6239	-0.0233	0.6239	0.7899
0.0872	4.1565	2390	0.6205	-0.0233	0.6205	0.7877
0.0872	4.16	2392	0.6339	0.2222	0.6339	0.7962
0.0872	4.1635	2394	0.7047	0.2524	0.7047	0.8395
0.0872	4.1670	2396	0.8258	0.2414	0.8258	0.9087
0.0872	4.1704	2398	0.8587	0.2414	0.8587	0.9267
0.0872	4.1739	2400	0.8061	0.2414	0.8061	0.8978
0.0872	4.1774	2402	0.7119	0.2524	0.7119	0.8438
0.0872	4.1809	2404	0.6409	0.0	0.6409	0.8006
0.0872	4.1843	2406	0.6112	0.0	0.6112	0.7818
0.0872	4.1878	2408	0.6083	-0.0233	0.6083	0.7799
0.0872	4.1913	2410	0.6098	-0.0233	0.6098	0.7809
0.0872	4.1948	2412	0.6283	0.0	0.6283	0.7926
0.0872	4.1983	2414	0.6802	0.2667	0.6802	0.8247
0.0872	4.2017	2416	0.7055	0.2414	0.7054	0.8399
0.0872	4.2052	2418	0.6832	0.2667	0.6832	0.8266
0.0872	4.2087	2420	0.6687	0.2667	0.6687	0.8177
0.0872	4.2122	2422	0.7263	0.2414	0.7263	0.8522
0.0872	4.2157	2424	0.8785	0.2326	0.8785	0.9373
0.0872	4.2191	2426	1.0199	-0.0845	1.0199	1.0099
0.0872	4.2226	2428	1.0360	-0.2065	1.0360	1.0178
0.0872	4.2261	2430	0.9420	-0.0845	0.9420	0.9706
0.0872	4.2296	2432	0.8146	0.2414	0.8146	0.9025
0.0872	4.2330	2434	0.7287	0.2222	0.7287	0.8536
0.0872	4.2365	2436	0.7228	0.2222	0.7228	0.8502
0.0872	4.24	2438	0.7560	0.2222	0.7560	0.8695
0.0872	4.2435	2440	0.8508	0.2326	0.8508	0.9224
0.0872	4.2470	2442	1.0202	-0.2065	1.0202	1.0100
0.0872	4.2504	2444	1.1359	-0.0331	1.1359	1.0658
0.0872	4.2539	2446	1.1535	-0.0206	1.1535	1.0740
0.0872	4.2574	2448	1.0609	-0.2065	1.0609	1.0300
0.0872	4.2609	2450	0.9116	0.2326	0.9116	0.9548
0.0872	4.2643	2452	0.7926	0.2222	0.7926	0.8903
0.0872	4.2678	2454	0.7578	-0.0233	0.7578	0.8705
0.0872	4.2713	2456	0.7350	-0.0233	0.7350	0.8573
0.0872	4.2748	2458	0.7277	0.0	0.7277	0.8530
0.0872	4.2783	2460	0.7587	0.2667	0.7587	0.8710
0.0872	4.2817	2462	0.8041	0.2667	0.8041	0.8967
0.0872	4.2852	2464	0.8988	0.2326	0.8988	0.9481
0.0872	4.2887	2466	0.9577	-0.0845	0.9577	0.9786
0.0872	4.2922	2468	0.9286	-0.0845	0.9286	0.9636
0.0872	4.2957	2470	0.8680	0.2326	0.8680	0.9317

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