Arabic_FineTuningAraBERT_AugV4_k40_task2_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k40_task2_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k40_task2_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 16, 2024
Updated: Nov 16, 2024
SHA: c723b910

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k40_task2_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: 0.6031
Qwk: 0.2727
Mse: 0.6031
Rmse: 0.7766

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	0.0034	2	3.3861	0.0094	3.3861	1.8401
No log	0.0067	4	1.9590	-0.0465	1.9590	1.3997
No log	0.0101	6	1.5696	0.0	1.5696	1.2529
No log	0.0134	8	1.1142	0.0	1.1142	1.0555
No log	0.0168	10	0.6878	0.0308	0.6878	0.8293
No log	0.0201	12	0.5778	0.0	0.5778	0.7601
No log	0.0235	14	0.6342	0.0	0.6342	0.7964
No log	0.0268	16	0.8248	0.0	0.8248	0.9082
No log	0.0302	18	0.9463	0.1818	0.9463	0.9728
No log	0.0336	20	0.9863	0.2000	0.9863	0.9931
No log	0.0369	22	0.8741	0.0	0.8741	0.9350
No log	0.0403	24	0.8111	0.0	0.8111	0.9006
No log	0.0436	26	0.8040	0.0	0.8040	0.8966
No log	0.0470	28	0.7081	0.0	0.7081	0.8415
No log	0.0503	30	0.6966	0.0	0.6966	0.8346
No log	0.0537	32	0.7650	0.0	0.7650	0.8747
No log	0.0570	34	0.7871	0.0	0.7871	0.8872
No log	0.0604	36	0.7897	0.0	0.7897	0.8887
No log	0.0638	38	0.7714	0.0	0.7714	0.8783
No log	0.0671	40	0.7914	0.0	0.7914	0.8896
No log	0.0705	42	0.9470	0.0400	0.9470	0.9731
No log	0.0738	44	1.0301	0.1000	1.0301	1.0149
No log	0.0772	46	0.8891	0.0400	0.8891	0.9429
No log	0.0805	48	0.8629	0.0400	0.8629	0.9289
No log	0.0839	50	0.8866	0.0727	0.8866	0.9416
No log	0.0872	52	0.8915	0.0727	0.8915	0.9442
No log	0.0906	54	0.8144	0.0400	0.8144	0.9025
No log	0.0940	56	0.7265	0.0	0.7265	0.8523
No log	0.0973	58	0.7314	0.1176	0.7314	0.8552
No log	0.1007	60	0.7817	0.1429	0.7817	0.8841
No log	0.1040	62	0.9344	0.0571	0.9344	0.9666
No log	0.1074	64	1.0281	0.0	1.0281	1.0140
No log	0.1107	66	1.2230	-0.0941	1.2230	1.1059
No log	0.1141	68	1.2240	-0.0500	1.2240	1.1064
No log	0.1174	70	1.3387	-0.1053	1.3387	1.1570
No log	0.1208	72	1.2949	-0.0421	1.2949	1.1379
No log	0.1242	74	1.1283	0.0	1.1283	1.0622
No log	0.1275	76	1.0083	0.0	1.0083	1.0041
No log	0.1309	78	1.0035	0.0	1.0035	1.0017
No log	0.1342	80	1.0365	0.0	1.0365	1.0181
No log	0.1376	82	1.1310	0.0	1.1310	1.0635
No log	0.1409	84	1.2358	-0.1053	1.2358	1.1117
No log	0.1443	86	1.2112	-0.0667	1.2112	1.1005
No log	0.1477	88	0.9978	0.0526	0.9978	0.9989
No log	0.1510	90	0.9070	0.2727	0.9070	0.9524
No log	0.1544	92	0.8388	0.2154	0.8388	0.9159
No log	0.1577	94	0.9962	0.1429	0.9962	0.9981
No log	0.1611	96	1.1511	-0.0235	1.1511	1.0729
No log	0.1644	98	1.0801	0.0526	1.0801	1.0393
No log	0.1678	100	1.2609	-0.0396	1.2609	1.1229
No log	0.1711	102	1.5159	0.0182	1.5159	1.2312
No log	0.1745	104	1.6729	0.0571	1.6729	1.2934
No log	0.1779	106	1.6244	0.0444	1.6244	1.2745
No log	0.1812	108	1.3764	0.0541	1.3764	1.1732
No log	0.1846	110	1.0727	0.0	1.0727	1.0357
No log	0.1879	112	0.9391	0.2308	0.9391	0.9691
No log	0.1913	114	1.2003	0.0233	1.2003	1.0956
No log	0.1946	116	1.4759	0.0640	1.4759	1.2149
No log	0.1980	118	1.6762	0.0571	1.6762	1.2947
No log	0.2013	120	1.6807	0.0276	1.6807	1.2964
No log	0.2047	122	1.5912	0.0571	1.5912	1.2614
No log	0.2081	124	1.3248	-0.0364	1.3248	1.1510
No log	0.2114	126	1.1365	-0.0941	1.1365	1.0661
No log	0.2148	128	1.0055	0.0526	1.0055	1.0027
No log	0.2181	130	0.9968	0.1127	0.9968	0.9984
No log	0.2215	132	1.0455	-0.0500	1.0455	1.0225
No log	0.2248	134	1.2071	-0.0200	1.2071	1.0987
No log	0.2282	136	1.4034	0.0727	1.4034	1.1846
No log	0.2315	138	1.3800	0.0943	1.3800	1.1748
No log	0.2349	140	1.1560	0.1099	1.1560	1.0752
No log	0.2383	142	0.9478	0.2817	0.9478	0.9735
No log	0.2416	144	1.0940	0.1628	1.0940	1.0459
No log	0.2450	146	1.3740	0.0571	1.3740	1.1722
No log	0.2483	148	1.2304	-0.0200	1.2304	1.1092
No log	0.2517	150	1.2788	-0.0200	1.2788	1.1308
No log	0.2550	152	1.4742	0.0348	1.4742	1.2142
No log	0.2584	154	1.4280	0.0571	1.4280	1.1950
No log	0.2617	156	1.3344	0.0571	1.3344	1.1552
No log	0.2651	158	1.0915	0.1882	1.0915	1.0447
No log	0.2685	160	1.0018	0.1481	1.0018	1.0009
No log	0.2718	162	1.0918	0.1481	1.0918	1.0449
No log	0.2752	164	1.1944	0.0625	1.1944	1.0929
No log	0.2785	166	1.4864	0.0571	1.4864	1.2192
No log	0.2819	168	1.6699	0.1120	1.6699	1.2922
No log	0.2852	170	1.8801	0.0769	1.8801	1.3712
No log	0.2886	172	1.8079	0.0769	1.8079	1.3446
No log	0.2919	174	1.3006	0.1000	1.3006	1.1404
No log	0.2953	176	0.9367	0.2500	0.9367	0.9678
No log	0.2987	178	0.6548	0.2941	0.6548	0.8092
No log	0.3020	180	0.6681	0.2388	0.6681	0.8174
No log	0.3054	182	0.9518	0.3200	0.9518	0.9756
No log	0.3087	184	1.4219	0.0640	1.4219	1.1924
No log	0.3121	186	1.6955	0.0769	1.6955	1.3021
No log	0.3154	188	2.1345	0.0662	2.1345	1.4610
No log	0.3188	190	2.1810	0.1156	2.1810	1.4768
No log	0.3221	192	1.6387	0.0500	1.6387	1.2801
No log	0.3255	194	1.3502	0.1474	1.3502	1.1620
No log	0.3289	196	1.3111	0.1600	1.3111	1.1450
No log	0.3322	198	1.0492	0.2500	1.0492	1.0243
No log	0.3356	200	0.9980	0.1600	0.9980	0.9990
No log	0.3389	202	1.1870	0.2105	1.1870	1.0895
No log	0.3423	204	1.1934	0.1333	1.1934	1.0924
No log	0.3456	206	1.2929	0.1000	1.2929	1.1371
No log	0.3490	208	1.5316	0.1460	1.5316	1.2376
No log	0.3523	210	1.4451	0.1654	1.4451	1.2021
No log	0.3557	212	1.1605	0.1628	1.1605	1.0773
No log	0.3591	214	1.1988	0.1031	1.1988	1.0949
No log	0.3624	216	1.5263	0.1260	1.5263	1.2354
No log	0.3658	218	1.8499	0.0921	1.8499	1.3601
No log	0.3691	220	1.6816	0.0769	1.6816	1.2968
No log	0.3725	222	1.3247	0.1143	1.3247	1.1509
No log	0.3758	224	1.1407	-0.0667	1.1407	1.0680
No log	0.3792	226	1.0215	0.1000	1.0215	1.0107
No log	0.3826	228	0.8919	0.3284	0.8919	0.9444
No log	0.3859	230	0.8927	0.3333	0.8927	0.9448
No log	0.3893	232	0.9908	0.1951	0.9908	0.9954
No log	0.3926	234	1.3472	0.0667	1.3472	1.1607
No log	0.3960	236	1.4740	-0.0571	1.4740	1.2141
No log	0.3993	238	1.2259	0.1099	1.2259	1.1072
No log	0.4027	240	0.7819	0.3014	0.7819	0.8843
No log	0.4060	242	0.6611	0.24	0.6611	0.8131
No log	0.4094	244	0.6911	0.2817	0.6911	0.8313
No log	0.4128	246	0.9828	0.3846	0.9828	0.9914
No log	0.4161	248	1.6584	0.0294	1.6584	1.2878
No log	0.4195	250	1.9112	0.0444	1.9112	1.3825
No log	0.4228	252	1.6978	0.0444	1.6978	1.3030
No log	0.4262	254	1.2953	0.0211	1.2953	1.1381
No log	0.4295	256	0.9844	0.0250	0.9844	0.9922
No log	0.4329	258	0.9921	0.0250	0.9921	0.9960
No log	0.4362	260	0.9175	0.2817	0.9175	0.9578
No log	0.4396	262	0.8582	0.3014	0.8582	0.9264
No log	0.4430	264	0.8768	0.3014	0.8768	0.9364
No log	0.4463	266	1.0457	0.1379	1.0457	1.0226
No log	0.4497	268	1.2818	0.1099	1.2818	1.1322
No log	0.4530	270	1.3458	0.1099	1.3458	1.1601
No log	0.4564	272	1.0197	0.2963	1.0197	1.0098
No log	0.4597	274	0.8281	0.3333	0.8281	0.9100
No log	0.4631	276	0.7981	0.2703	0.7981	0.8934
No log	0.4664	278	0.9400	0.2963	0.9400	0.9695
No log	0.4698	280	1.2418	0.2500	1.2418	1.1143
No log	0.4732	282	1.2774	0.2588	1.2774	1.1302
No log	0.4765	284	1.1488	0.2500	1.1488	1.0718
No log	0.4799	286	0.8696	0.2500	0.8696	0.9325
No log	0.4832	288	0.7157	0.2941	0.7157	0.8460
No log	0.4866	290	0.7319	0.1972	0.7319	0.8555
No log	0.4899	292	0.8583	0.2500	0.8583	0.9264
No log	0.4933	294	0.8345	0.2500	0.8345	0.9135
No log	0.4966	296	0.7423	0.3684	0.7423	0.8616
No log	0.5	298	0.6336	0.3544	0.6336	0.7960
No log	0.5034	300	0.6369	0.3544	0.6369	0.7981
No log	0.5067	302	0.6687	0.3544	0.6687	0.8177
No log	0.5101	304	0.9305	0.2683	0.9305	0.9646
No log	0.5134	306	1.0859	0.2500	1.0859	1.0421
No log	0.5168	308	0.9297	0.2963	0.9297	0.9642
No log	0.5201	310	0.7603	0.3684	0.7603	0.8719
No log	0.5235	312	0.7323	0.4156	0.7323	0.8557
No log	0.5268	314	0.7704	0.4156	0.7704	0.8777
No log	0.5302	316	0.8623	0.3684	0.8623	0.9286
No log	0.5336	318	1.0097	0.3294	1.0097	1.0048
No log	0.5369	320	1.0675	0.3077	1.0675	1.0332
No log	0.5403	322	1.0015	0.2268	1.0015	1.0007
No log	0.5436	324	0.8466	0.3182	0.8466	0.9201
No log	0.5470	326	0.7236	0.3077	0.7236	0.8507
No log	0.5503	328	0.7482	0.2258	0.7482	0.8650
No log	0.5537	330	0.8240	0.3448	0.8240	0.9078
No log	0.5570	332	0.9032	0.2826	0.9032	0.9504
No log	0.5604	334	0.9711	0.2826	0.9711	0.9855
No log	0.5638	336	1.0665	0.2222	1.0665	1.0327
No log	0.5671	338	1.0094	0.2718	1.0094	1.0047
No log	0.5705	340	0.8528	0.3226	0.8528	0.9235
No log	0.5738	342	0.7592	0.3333	0.7592	0.8713
No log	0.5772	344	0.8918	0.2963	0.8918	0.9443
No log	0.5805	346	1.0396	0.2963	1.0396	1.0196
No log	0.5839	348	1.0481	0.2500	1.0481	1.0238
No log	0.5872	350	0.8642	0.2817	0.8642	0.9296
No log	0.5906	352	0.8107	0.3333	0.8107	0.9004
No log	0.5940	354	0.9382	0.4156	0.9382	0.9686
No log	0.5973	356	1.1263	0.1522	1.1263	1.0613
No log	0.6007	358	1.0273	0.3415	1.0273	1.0135
No log	0.6040	360	0.7902	0.3836	0.7902	0.8890
No log	0.6074	362	0.6841	0.3377	0.6841	0.8271
No log	0.6107	364	0.6532	0.3077	0.6532	0.8082
No log	0.6141	366	0.6926	0.3377	0.6926	0.8322
No log	0.6174	368	0.8854	0.4156	0.8854	0.9410
No log	0.6208	370	1.2281	0.1765	1.2281	1.1082
No log	0.6242	372	1.2686	0.0943	1.2686	1.1263
No log	0.6275	374	1.0774	0.1522	1.0774	1.0380
No log	0.6309	376	0.8467	0.4156	0.8467	0.9201
No log	0.6342	378	0.7712	0.3846	0.7712	0.8782
No log	0.6376	380	0.8058	0.4156	0.8058	0.8977
No log	0.6409	382	0.8961	0.4156	0.8961	0.9466
No log	0.6443	384	0.9404	0.3684	0.9404	0.9697
No log	0.6477	386	0.9793	0.3684	0.9793	0.9896
No log	0.6510	388	0.9646	0.3684	0.9646	0.9822
No log	0.6544	390	0.9589	0.3684	0.9589	0.9792
No log	0.6577	392	0.9504	0.3684	0.9504	0.9749
No log	0.6611	394	1.1467	0.2826	1.1467	1.0709
No log	0.6644	396	1.2812	0.0377	1.2812	1.1319
No log	0.6678	398	1.1390	0.3023	1.1390	1.0672
No log	0.6711	400	0.8600	0.3133	0.8600	0.9274
No log	0.6745	402	0.7391	0.2941	0.7391	0.8597
No log	0.6779	404	0.7492	0.2941	0.7492	0.8655
No log	0.6812	406	0.8961	0.3448	0.8961	0.9466
No log	0.6846	408	1.0121	0.3023	1.0121	1.0060
No log	0.6879	410	1.0281	0.3023	1.0281	1.0140
No log	0.6913	412	0.9498	0.3200	0.9498	0.9746
No log	0.6946	414	1.0121	0.3200	1.0121	1.0060
No log	0.6980	416	1.0686	0.2418	1.0686	1.0338
No log	0.7013	418	1.1040	0.2418	1.1040	1.0507
No log	0.7047	420	1.0428	0.3200	1.0428	1.0212
No log	0.7081	422	0.9763	0.3200	0.9763	0.9881
No log	0.7114	424	0.9888	0.3200	0.9888	0.9944
No log	0.7148	426	0.9063	0.3200	0.9063	0.9520
No log	0.7181	428	0.8820	0.3200	0.8820	0.9392
No log	0.7215	430	0.8996	0.3200	0.8996	0.9485
No log	0.7248	432	0.9398	0.3200	0.9398	0.9694
No log	0.7282	434	0.9347	0.3684	0.9347	0.9668
No log	0.7315	436	1.0028	0.3200	1.0028	1.0014
No log	0.7349	438	1.1339	0.2500	1.1339	1.0648
No log	0.7383	440	1.1366	0.2500	1.1366	1.0661
No log	0.7416	442	0.9376	0.2500	0.9376	0.9683
No log	0.7450	444	0.8388	0.3684	0.8388	0.9159
No log	0.7483	446	0.7579	0.3684	0.7579	0.8706
No log	0.7517	448	0.7191	0.3846	0.7191	0.8480
No log	0.7550	450	0.7177	0.3846	0.7177	0.8472
No log	0.7584	452	0.7905	0.3684	0.7905	0.8891
No log	0.7617	454	0.8139	0.3200	0.8139	0.9022
No log	0.7651	456	0.9996	0.2500	0.9996	0.9998
No log	0.7685	458	1.2190	0.25	1.2190	1.1041
No log	0.7718	460	1.1855	0.25	1.1855	1.0888
No log	0.7752	462	1.0065	0.2418	1.0065	1.0033
No log	0.7785	464	0.7870	0.1818	0.7870	0.8871
No log	0.7819	466	0.7133	0.3014	0.7133	0.8446
No log	0.7852	468	0.7422	0.25	0.7422	0.8615
No log	0.7886	470	0.8911	0.2105	0.8911	0.9440
No log	0.7919	472	1.0571	0.2500	1.0571	1.0282
No log	0.7953	474	1.0707	0.2500	1.0707	1.0347
No log	0.7987	476	0.9784	0.1600	0.9784	0.9892
No log	0.8020	478	0.9346	0.1818	0.9346	0.9668
No log	0.8054	480	0.9563	0.1818	0.9563	0.9779
No log	0.8087	482	1.0391	0.0250	1.0391	1.0193
No log	0.8121	484	1.0083	0.0488	1.0083	1.0042
No log	0.8154	486	0.8705	0.25	0.8705	0.9330
No log	0.8188	488	0.8097	0.3014	0.8097	0.8998
No log	0.8221	490	0.7891	0.3014	0.7891	0.8883
No log	0.8255	492	0.8257	0.25	0.8257	0.9087
No log	0.8289	494	0.8985	0.1972	0.8985	0.9479
No log	0.8322	496	1.0012	0.0930	1.0012	1.0006
No log	0.8356	498	0.9429	0.2683	0.9429	0.9710
0.4824	0.8389	500	0.8088	0.3014	0.8088	0.8993
0.4824	0.8423	502	0.8054	0.3014	0.8054	0.8974
0.4824	0.8456	504	0.8956	0.3014	0.8956	0.9464
0.4824	0.8490	506	1.0544	0.1031	1.0544	1.0269
0.4824	0.8523	508	1.1640	0.0792	1.1640	1.0789
0.4824	0.8557	510	1.2044	0.0792	1.2044	1.0975
0.4824	0.8591	512	1.1498	0.0667	1.1498	1.0723
0.4824	0.8624	514	0.9960	0.0930	0.9960	0.9980
0.4824	0.8658	516	0.9063	0.1972	0.9063	0.9520
0.4824	0.8691	518	0.9267	0.1972	0.9267	0.9626
0.4824	0.8725	520	0.9865	0.2895	0.9865	0.9932
0.4824	0.8758	522	0.9530	0.25	0.9530	0.9762
0.4824	0.8792	524	0.8951	0.25	0.8951	0.9461
0.4824	0.8826	526	0.9575	0.2895	0.9575	0.9785
0.4824	0.8859	528	1.1186	0.0667	1.1186	1.0576
0.4824	0.8893	530	1.1454	0.0667	1.1454	1.0702
0.4824	0.8926	532	1.0482	0.1176	1.0482	1.0238
0.4824	0.8960	534	0.9973	0.2222	0.9973	0.9987
0.4824	0.8993	536	1.0416	0.0930	1.0416	1.0206
0.4824	0.9027	538	1.0258	0.3133	1.0258	1.0128
0.4824	0.9060	540	1.0136	0.2247	1.0136	1.0068
0.4824	0.9094	542	1.0058	0.2247	1.0058	1.0029
0.4824	0.9128	544	1.1583	0.1429	1.1583	1.0762
0.4824	0.9161	546	1.2539	0.0792	1.2539	1.1198
0.4824	0.9195	548	1.1928	0.0792	1.1928	1.0921
0.4824	0.9228	550	1.1511	0.0816	1.1511	1.0729
0.4824	0.9262	552	1.1437	0.1176	1.1437	1.0694
0.4824	0.9295	554	1.3132	0.0377	1.3132	1.1459
0.4824	0.9329	556	1.4239	0.0690	1.4239	1.1933
0.4824	0.9362	558	1.3551	0.0	1.3551	1.1641
0.4824	0.9396	560	1.1653	0.0211	1.1653	1.0795
0.4824	0.9430	562	1.1100	0.0667	1.1100	1.0536
0.4824	0.9463	564	0.9941	0.0800	0.9941	0.9970
0.4824	0.9497	566	0.9963	0.0800	0.9963	0.9982
0.4824	0.9530	568	0.9739	0.1316	0.9739	0.9869
0.4824	0.9564	570	1.0306	0.2222	1.0306	1.0152
0.4824	0.9597	572	1.1120	0.1099	1.1120	1.0545
0.4824	0.9631	574	1.1067	0.1628	1.1067	1.0520
0.4824	0.9664	576	1.1791	0.1111	1.1791	1.0858
0.4824	0.9698	578	1.2335	0.1111	1.2335	1.1106
0.4824	0.9732	580	1.0905	0.1923	1.0905	1.0443
0.4824	0.9765	582	0.9068	0.4156	0.9068	0.9523
0.4824	0.9799	584	0.8314	0.2222	0.8314	0.9118
0.4824	0.9832	586	0.8065	0.2222	0.8065	0.8981
0.4824	0.9866	588	0.8161	0.3684	0.8161	0.9034
0.4824	0.9899	590	0.9787	0.2069	0.9787	0.9893
0.4824	0.9933	592	1.0964	0.2069	1.0964	1.0471
0.4824	0.9966	594	1.1436	0.1099	1.1436	1.0694
0.4824	1.0	596	1.0614	0.1628	1.0614	1.0302
0.4824	1.0034	598	0.9739	0.2963	0.9739	0.9869
0.4824	1.0067	600	0.7909	0.3333	0.7909	0.8894
0.4824	1.0101	602	0.7285	0.3333	0.7285	0.8535
0.4824	1.0134	604	0.7764	0.3333	0.7764	0.8811
0.4824	1.0168	606	0.9413	0.3200	0.9413	0.9702
0.4824	1.0201	608	1.0345	0.2500	1.0345	1.0171
0.4824	1.0235	610	1.0475	0.2500	1.0475	1.0235
0.4824	1.0268	612	1.0005	0.2826	1.0005	1.0002
0.4824	1.0302	614	0.9675	0.3448	0.9675	0.9836
0.4824	1.0336	616	0.9791	0.3448	0.9791	0.9895
0.4824	1.0369	618	0.9614	0.3133	0.9614	0.9805
0.4824	1.0403	620	0.8594	0.3571	0.8594	0.9271
0.4824	1.0436	622	0.7803	0.4146	0.7803	0.8833
0.4824	1.0470	624	0.8076	0.3721	0.8076	0.8987
0.4824	1.0503	626	0.9364	0.3571	0.9364	0.9677
0.4824	1.0537	628	1.0011	0.3226	1.0011	1.0006
0.4824	1.0570	630	0.9962	0.3226	0.9962	0.9981
0.4824	1.0604	632	1.0136	0.2826	1.0136	1.0068
0.4824	1.0638	634	0.9556	0.2817	0.9556	0.9776
0.4824	1.0671	636	0.8312	0.3333	0.8312	0.9117
0.4824	1.0705	638	0.7468	0.3824	0.7468	0.8642
0.4824	1.0738	640	0.7011	0.3478	0.7011	0.8373
0.4824	1.0772	642	0.7475	0.3824	0.7475	0.8646
0.4824	1.0805	644	0.8797	0.2817	0.8797	0.9379
0.4824	1.0839	646	1.0393	0.2222	1.0393	1.0195
0.4824	1.0872	648	1.0683	0.2222	1.0683	1.0336
0.4824	1.0906	650	0.9535	0.2105	0.9535	0.9765
0.4824	1.0940	652	0.8625	0.2105	0.8625	0.9287
0.4824	1.0973	654	0.9284	0.2105	0.9284	0.9635
0.4824	1.1007	656	1.1564	0.0792	1.1564	1.0753
0.4824	1.1040	658	1.2838	0.0377	1.2838	1.1330
0.4824	1.1074	660	1.2263	0.0792	1.2263	1.1074
0.4824	1.1107	662	1.0349	0.1628	1.0349	1.0173
0.4824	1.1141	664	0.8035	0.3544	0.8035	0.8964
0.4824	1.1174	666	0.7187	0.4000	0.7187	0.8478
0.4824	1.1208	668	0.6686	0.4	0.6686	0.8177
0.4824	1.1242	670	0.7254	0.4000	0.7254	0.8517
0.4824	1.1275	672	0.8483	0.4	0.8483	0.9211
0.4824	1.1309	674	1.0471	0.2041	1.0471	1.0233
0.4824	1.1342	676	1.0533	0.1553	1.0533	1.0263
0.4824	1.1376	678	0.9738	0.3864	0.9738	0.9868
0.4824	1.1409	680	1.0417	0.1553	1.0417	1.0207
0.4824	1.1443	682	1.0522	0.1099	1.0522	1.0258
0.4824	1.1477	684	0.9188	0.2817	0.9188	0.9586
0.4824	1.1510	686	0.7561	0.3836	0.7561	0.8695
0.4824	1.1544	688	0.7002	0.3824	0.7002	0.8368
0.4824	1.1577	690	0.7517	0.3836	0.7517	0.8670
0.4824	1.1611	692	0.9102	0.1600	0.9102	0.9541
0.4824	1.1644	694	1.1447	0.1333	1.1447	1.0699
0.4824	1.1678	696	1.1770	0.0211	1.1770	1.0849
0.4824	1.1711	698	1.0163	0.2963	1.0163	1.0081
0.4824	1.1745	700	0.8248	0.4	0.8248	0.9082
0.4824	1.1779	702	0.6909	0.3014	0.6909	0.8312
0.4824	1.1812	704	0.6736	0.4324	0.6736	0.8207
0.4824	1.1846	706	0.6990	0.2857	0.6990	0.8360
0.4824	1.1879	708	0.8143	0.4	0.8143	0.9024
0.4824	1.1913	710	1.0409	0.2653	1.0409	1.0203
0.4824	1.1946	712	1.1457	0.2268	1.1457	1.0704
0.4824	1.1980	714	1.0720	0.2268	1.0720	1.0354
0.4824	1.2013	716	0.8693	0.2921	0.8693	0.9323
0.4824	1.2047	718	0.7136	0.4	0.7136	0.8448
0.4824	1.2081	720	0.6765	0.3704	0.6765	0.8225
0.4824	1.2114	722	0.6884	0.3704	0.6884	0.8297
0.4824	1.2148	724	0.7613	0.4	0.7613	0.8725
0.4824	1.2181	726	0.9005	0.3226	0.9005	0.9489
0.4824	1.2215	728	0.9623	0.2826	0.9623	0.9810
0.4824	1.2248	730	0.8739	0.3617	0.8739	0.9349
0.4824	1.2282	732	0.7631	0.3855	0.7631	0.8736
0.4824	1.2315	734	0.7261	0.5063	0.7261	0.8521
0.4824	1.2349	736	0.7118	0.4324	0.7118	0.8437
0.4824	1.2383	738	0.7761	0.3855	0.7761	0.8810
0.4824	1.2416	740	0.9024	0.2963	0.9024	0.9499
0.4824	1.2450	742	0.9321	0.2826	0.9321	0.9654
0.4824	1.2483	744	0.8241	0.2826	0.8241	0.9078
0.4824	1.2517	746	0.7054	0.3836	0.7054	0.8399
0.4824	1.2550	748	0.6262	0.4324	0.6262	0.7913
0.4824	1.2584	750	0.5590	0.3636	0.5590	0.7477
0.4824	1.2617	752	0.5563	0.3636	0.5563	0.7459
0.4824	1.2651	754	0.5828	0.3284	0.5828	0.7634
0.4824	1.2685	756	0.6796	0.2817	0.6796	0.8244
0.4824	1.2718	758	0.7834	0.3684	0.7834	0.8851
0.4824	1.2752	760	0.8446	0.3684	0.8446	0.9190
0.4824	1.2785	762	0.7839	0.3684	0.7839	0.8854
0.4824	1.2819	764	0.6922	0.3684	0.6922	0.8320
0.4824	1.2852	766	0.6299	0.3284	0.6299	0.7937
0.4824	1.2886	768	0.6475	0.3284	0.6475	0.8047
0.4824	1.2919	770	0.6776	0.4156	0.6776	0.8232
0.4824	1.2953	772	0.6851	0.4156	0.6851	0.8277
0.4824	1.2987	774	0.7146	0.4156	0.7146	0.8453
0.4824	1.3020	776	0.7954	0.2963	0.7954	0.8918
0.4824	1.3054	778	0.9495	0.2963	0.9495	0.9744
0.4824	1.3087	780	0.9516	0.2963	0.9516	0.9755
0.4824	1.3121	782	0.8567	0.2963	0.8567	0.9256
0.4824	1.3154	784	0.6724	0.4156	0.6724	0.8200
0.4824	1.3188	786	0.5603	0.4146	0.5603	0.7486
0.4824	1.3221	788	0.5385	0.3846	0.5385	0.7338
0.4824	1.3255	790	0.5409	0.4156	0.5409	0.7354
0.4824	1.3289	792	0.5812	0.4304	0.5812	0.7624
0.4824	1.3322	794	0.6495	0.3684	0.6495	0.8059
0.4824	1.3356	796	0.7493	0.3684	0.7493	0.8656
0.4824	1.3389	798	0.8107	0.2963	0.8107	0.9004
0.4824	1.3423	800	0.8409	0.2826	0.8409	0.9170
0.4824	1.3456	802	0.7778	0.3448	0.7778	0.8819
0.4824	1.3490	804	0.6584	0.3333	0.6584	0.8114
0.4824	1.3523	806	0.5855	0.4324	0.5855	0.7652
0.4824	1.3557	808	0.5700	0.48	0.5700	0.7550
0.4824	1.3591	810	0.6326	0.3333	0.6326	0.7953
0.4824	1.3624	812	0.8064	0.3448	0.8064	0.8980
0.4824	1.3658	814	1.0870	0.2268	1.0870	1.0426
0.4824	1.3691	816	1.1920	0.1869	1.1920	1.0918
0.4824	1.3725	818	1.0490	0.2268	1.0490	1.0242
0.4824	1.3758	820	0.8061	0.3864	0.8061	0.8979
0.4824	1.3792	822	0.6178	0.4474	0.6178	0.7860
0.4824	1.3826	824	0.5627	0.4474	0.5627	0.7502
0.4824	1.3859	826	0.5619	0.4474	0.5619	0.7496
0.4824	1.3893	828	0.6252	0.48	0.6252	0.7907
0.4824	1.3926	830	0.7014	0.4156	0.7014	0.8375
0.4824	1.3960	832	0.7511	0.3684	0.7511	0.8666
0.4824	1.3993	834	0.7325	0.3684	0.7325	0.8559
0.4824	1.4027	836	0.6948	0.3684	0.6948	0.8336
0.4824	1.4060	838	0.7137	0.3684	0.7137	0.8448
0.4824	1.4094	840	0.8106	0.3200	0.8106	0.9003
0.4824	1.4128	842	0.9751	0.2500	0.9751	0.9875
0.4824	1.4161	844	0.9924	0.2500	0.9924	0.9962
0.4824	1.4195	846	0.8832	0.2963	0.8832	0.9398
0.4824	1.4228	848	0.7127	0.3684	0.7127	0.8442
0.4824	1.4262	850	0.6202	0.4615	0.6202	0.7875
0.4824	1.4295	852	0.5877	0.4474	0.5877	0.7666
0.4824	1.4329	854	0.5628	0.5063	0.5628	0.7502
0.4824	1.4362	856	0.5831	0.5063	0.5831	0.7636
0.4824	1.4396	858	0.6148	0.4474	0.6148	0.7841
0.4824	1.4430	860	0.6280	0.4474	0.6280	0.7925
0.4824	1.4463	862	0.6250	0.4000	0.6250	0.7905
0.4824	1.4497	864	0.6226	0.4000	0.6226	0.7890
0.4824	1.4530	866	0.6305	0.4000	0.6305	0.7940
0.4824	1.4564	868	0.6625	0.4474	0.6625	0.8139
0.4824	1.4597	870	0.6986	0.4324	0.6986	0.8358
0.4824	1.4631	872	0.6993	0.4324	0.6993	0.8363
0.4824	1.4664	874	0.7366	0.2817	0.7366	0.8582
0.4824	1.4698	876	0.7741	0.2817	0.7741	0.8798
0.4824	1.4732	878	0.7007	0.3333	0.7007	0.8371
0.4824	1.4765	880	0.6258	0.4324	0.6258	0.7911
0.4824	1.4799	882	0.5988	0.3684	0.5988	0.7739
0.4824	1.4832	884	0.6113	0.3377	0.6113	0.7819
0.4824	1.4866	886	0.7014	0.3333	0.7014	0.8375
0.4824	1.4899	888	0.9463	0.2963	0.9463	0.9728
0.4824	1.4933	890	1.2298	0.1474	1.2298	1.1090
0.4824	1.4966	892	1.2934	0.1714	1.2934	1.1373
0.4824	1.5	894	1.1764	0.0667	1.1764	1.0846
0.4824	1.5034	896	1.0283	0.2500	1.0283	1.0140
0.4824	1.5067	898	0.8890	0.2817	0.8890	0.9428
0.4824	1.5101	900	0.7720	0.2817	0.7720	0.8786
0.4824	1.5134	902	0.6531	0.2388	0.6531	0.8081
0.4824	1.5168	904	0.6124	0.1562	0.6124	0.7826
0.4824	1.5201	906	0.6061	0.2727	0.6061	0.7785
0.4824	1.5235	908	0.6586	0.3200	0.6586	0.8116
0.4824	1.5268	910	0.7850	0.3333	0.7850	0.8860
0.4824	1.5302	912	0.8682	0.4156	0.8682	0.9318
0.4824	1.5336	914	0.9922	0.2963	0.9922	0.9961
0.4824	1.5369	916	1.1869	0.1176	1.1869	1.0894
0.4824	1.5403	918	1.1829	0.1176	1.1829	1.0876
0.4824	1.5436	920	0.9951	0.2826	0.9951	0.9975
0.4824	1.5470	922	0.8197	0.4156	0.8197	0.9054
0.4824	1.5503	924	0.7441	0.3836	0.7441	0.8626
0.4824	1.5537	926	0.7570	0.3684	0.7570	0.8701
0.4824	1.5570	928	0.8014	0.3684	0.8014	0.8952
0.4824	1.5604	930	0.9321	0.2963	0.9321	0.9654
0.4824	1.5638	932	1.0350	0.2963	1.0350	1.0173
0.4824	1.5671	934	0.9712	0.2963	0.9712	0.9855
0.4824	1.5705	936	0.8054	0.3684	0.8054	0.8974
0.4824	1.5738	938	0.7160	0.2817	0.7160	0.8462
0.4824	1.5772	940	0.6768	0.2817	0.6768	0.8227
0.4824	1.5805	942	0.6385	0.3014	0.6385	0.7991
0.4824	1.5839	944	0.6630	0.3846	0.6630	0.8143
0.4824	1.5872	946	0.7488	0.3684	0.7488	0.8653
0.4824	1.5906	948	0.8685	0.3684	0.8685	0.9319
0.4824	1.5940	950	0.9408	0.2963	0.9408	0.9700
0.4824	1.5973	952	0.9224	0.2963	0.9224	0.9604
0.4824	1.6007	954	0.7957	0.3684	0.7957	0.8920
0.4824	1.6040	956	0.6375	0.4324	0.6375	0.7984
0.4824	1.6074	958	0.5481	0.2857	0.5481	0.7403
0.4824	1.6107	960	0.5307	0.2857	0.5307	0.7285
0.4824	1.6141	962	0.5343	0.2857	0.5343	0.7310
0.4824	1.6174	964	0.5931	0.4348	0.5931	0.7701
0.4824	1.6208	966	0.7275	0.3684	0.7275	0.8529
0.4824	1.6242	968	0.8949	0.3684	0.8949	0.9460
0.4824	1.6275	970	1.0380	0.1649	1.0380	1.0188
0.4824	1.6309	972	1.0165	0.1649	1.0165	1.0082
0.4824	1.6342	974	0.8670	0.3448	0.8670	0.9311
0.4824	1.6376	976	0.6817	0.4474	0.6817	0.8257
0.4824	1.6409	978	0.6117	0.3836	0.6117	0.7821
0.4824	1.6443	980	0.6425	0.3514	0.6425	0.8016
0.4824	1.6477	982	0.6312	0.3836	0.6312	0.7945
0.4824	1.6510	984	0.6259	0.3846	0.6259	0.7912
0.4824	1.6544	986	0.7064	0.4156	0.7064	0.8405
0.4824	1.6577	988	0.8702	0.2963	0.8702	0.9328
0.4824	1.6611	990	0.9005	0.2963	0.9005	0.9489
0.4824	1.6644	992	0.8163	0.3684	0.8163	0.9035
0.4824	1.6678	994	0.6984	0.3333	0.6984	0.8357
0.4824	1.6711	996	0.5802	0.3836	0.5802	0.7617
0.4824	1.6745	998	0.5328	0.4	0.5328	0.7299
0.1734	1.6779	1000	0.5214	0.4167	0.5214	0.7221
0.1734	1.6812	1002	0.5334	0.4167	0.5334	0.7304
0.1734	1.6846	1004	0.5654	0.3662	0.5654	0.7519
0.1734	1.6879	1006	0.6439	0.4324	0.6439	0.8024
0.1734	1.6913	1008	0.7479	0.2817	0.7479	0.8648
0.1734	1.6946	1010	0.7637	0.3333	0.7637	0.8739
0.1734	1.6980	1012	0.7170	0.4324	0.7170	0.8468
0.1734	1.7013	1014	0.6675	0.4156	0.6675	0.8170
0.1734	1.7047	1016	0.6528	0.4156	0.6528	0.8079
0.1734	1.7081	1018	0.6564	0.4156	0.6564	0.8102
0.1734	1.7114	1020	0.6973	0.4156	0.6973	0.8351
0.1734	1.7148	1022	0.7796	0.3836	0.7796	0.8830
0.1734	1.7181	1024	0.8979	0.2105	0.8979	0.9476
0.1734	1.7215	1026	0.9492	0.2105	0.9492	0.9742
0.1734	1.7248	1028	0.9281	0.1600	0.9281	0.9634
0.1734	1.7282	1030	0.8342	0.1600	0.8342	0.9134
0.1734	1.7315	1032	0.7352	0.2817	0.7352	0.8574
0.1734	1.7349	1034	0.6565	0.3333	0.6565	0.8103
0.1734	1.7383	1036	0.6327	0.3333	0.6327	0.7954
0.1734	1.7416	1038	0.6588	0.3333	0.6588	0.8117
0.1734	1.7450	1040	0.7165	0.3333	0.7165	0.8465
0.1734	1.7483	1042	0.7756	0.2817	0.7756	0.8807
0.1734	1.7517	1044	0.8257	0.2105	0.8257	0.9087
0.1734	1.7550	1046	0.7982	0.2105	0.7982	0.8934
0.1734	1.7584	1048	0.7071	0.3333	0.7071	0.8409
0.1734	1.7617	1050	0.6663	0.3333	0.6663	0.8163
0.1734	1.7651	1052	0.6885	0.2817	0.6885	0.8297
0.1734	1.7685	1054	0.7528	0.2817	0.7528	0.8677
0.1734	1.7718	1056	0.8230	0.2105	0.8230	0.9072
0.1734	1.7752	1058	0.8081	0.2817	0.8081	0.8989
0.1734	1.7785	1060	0.7396	0.2817	0.7396	0.8600
0.1734	1.7819	1062	0.7199	0.2817	0.7199	0.8484
0.1734	1.7852	1064	0.6713	0.3333	0.6713	0.8193
0.1734	1.7886	1066	0.6666	0.3333	0.6666	0.8165
0.1734	1.7919	1068	0.7129	0.2817	0.7129	0.8443
0.1734	1.7953	1070	0.7938	0.2817	0.7938	0.8909
0.1734	1.7987	1072	0.8077	0.2817	0.8077	0.8987
0.1734	1.8020	1074	0.7428	0.2817	0.7428	0.8619
0.1734	1.8054	1076	0.7396	0.2817	0.7396	0.8600
0.1734	1.8087	1078	0.7161	0.2817	0.7161	0.8462
0.1734	1.8121	1080	0.7074	0.3333	0.7074	0.8410
0.1734	1.8154	1082	0.7506	0.2817	0.7506	0.8664
0.1734	1.8188	1084	0.7758	0.2817	0.7758	0.8808
0.1734	1.8221	1086	0.7737	0.2817	0.7737	0.8796
0.1734	1.8255	1088	0.7973	0.2817	0.7973	0.8929
0.1734	1.8289	1090	0.8901	0.2817	0.8901	0.9434
0.1734	1.8322	1092	0.9063	0.2817	0.9063	0.9520
0.1734	1.8356	1094	0.8264	0.2817	0.8264	0.9091
0.1734	1.8389	1096	0.7722	0.2817	0.7722	0.8788
0.1734	1.8423	1098	0.7264	0.2817	0.7264	0.8523
0.1734	1.8456	1100	0.6797	0.2727	0.6797	0.8244
0.1734	1.8490	1102	0.6335	0.3824	0.6335	0.7959
0.1734	1.8523	1104	0.6495	0.3824	0.6495	0.8059
0.1734	1.8557	1106	0.7266	0.3333	0.7266	0.8524
0.1734	1.8591	1108	0.8498	0.2105	0.8498	0.9219
0.1734	1.8624	1110	0.9372	0.2963	0.9372	0.9681
0.1734	1.8658	1112	0.9130	0.3415	0.9130	0.9555
0.1734	1.8691	1114	0.8020	0.4324	0.8020	0.8955
0.1734	1.8725	1116	0.7243	0.4324	0.7243	0.8510
0.1734	1.8758	1118	0.7157	0.4324	0.7157	0.8460
0.1734	1.8792	1120	0.7909	0.4324	0.7909	0.8893
0.1734	1.8826	1122	0.8660	0.2597	0.8660	0.9306
0.1734	1.8859	1124	0.9218	0.2963	0.9218	0.9601
0.1734	1.8893	1126	0.9011	0.2963	0.9011	0.9493
0.1734	1.8926	1128	0.8024	0.2817	0.8024	0.8957
0.1734	1.8960	1130	0.7293	0.3333	0.7293	0.8540
0.1734	1.8993	1132	0.6578	0.3836	0.6578	0.8110
0.1734	1.9027	1134	0.6411	0.4324	0.6411	0.8007
0.1734	1.9060	1136	0.6668	0.4324	0.6668	0.8166
0.1734	1.9094	1138	0.7377	0.4324	0.7377	0.8589
0.1734	1.9128	1140	0.8187	0.3077	0.8187	0.9048
0.1734	1.9161	1142	0.9314	0.3226	0.9314	0.9651
0.1734	1.9195	1144	0.9316	0.2500	0.9316	0.9652
0.1734	1.9228	1146	0.8394	0.3333	0.8394	0.9162
0.1734	1.9262	1148	0.7512	0.3684	0.7512	0.8667
0.1734	1.9295	1150	0.7163	0.2703	0.7163	0.8463
0.1734	1.9329	1152	0.7044	0.2703	0.7044	0.8393
0.1734	1.9362	1154	0.7248	0.4156	0.7248	0.8514
0.1734	1.9396	1156	0.8007	0.3250	0.8007	0.8948
0.1734	1.9430	1158	0.8951	0.2105	0.8951	0.9461
0.1734	1.9463	1160	1.0302	0.2963	1.0302	1.0150
0.1734	1.9497	1162	1.0326	0.2963	1.0326	1.0162
0.1734	1.9530	1164	0.9628	0.2105	0.9628	0.9812
0.1734	1.9564	1166	0.9103	0.2105	0.9103	0.9541
0.1734	1.9597	1168	0.7821	0.2105	0.7821	0.8844
0.1734	1.9631	1170	0.6704	0.2388	0.6704	0.8188
0.1734	1.9664	1172	0.6554	0.3478	0.6554	0.8096
0.1734	1.9698	1174	0.6991	0.3014	0.6991	0.8361
0.1734	1.9732	1176	0.7113	0.3514	0.7113	0.8434
0.1734	1.9765	1178	0.7190	0.3514	0.7190	0.8479
0.1734	1.9799	1180	0.6859	0.3662	0.6859	0.8282
0.1734	1.9832	1182	0.6619	0.3836	0.6619	0.8136
0.1734	1.9866	1184	0.6711	0.3836	0.6711	0.8192
0.1734	1.9899	1186	0.6947	0.4156	0.6947	0.8335
0.1734	1.9933	1188	0.7996	0.3294	0.7996	0.8942
0.1734	1.9966	1190	0.8820	0.3617	0.8820	0.9392
0.1734	2.0	1192	0.8384	0.3617	0.8384	0.9156
0.1734	2.0034	1194	0.7266	0.3514	0.7266	0.8524
0.1734	2.0067	1196	0.6169	0.3684	0.6169	0.7854
0.1734	2.0101	1198	0.5502	0.4348	0.5502	0.7418
0.1734	2.0134	1200	0.5372	0.4348	0.5372	0.7329
0.1734	2.0168	1202	0.5365	0.4348	0.5365	0.7325
0.1734	2.0201	1204	0.5590	0.4179	0.5590	0.7477
0.1734	2.0235	1206	0.6490	0.3200	0.6490	0.8056
0.1734	2.0268	1208	0.7375	0.3514	0.7375	0.8588
0.1734	2.0302	1210	0.7435	0.2785	0.7435	0.8622
0.1734	2.0336	1212	0.6725	0.3200	0.6725	0.8201
0.1734	2.0369	1214	0.6125	0.4167	0.6125	0.7826
0.1734	2.0403	1216	0.6012	0.4324	0.6012	0.7754
0.1734	2.0436	1218	0.5987	0.4167	0.5987	0.7737
0.1734	2.0470	1220	0.6274	0.4	0.6274	0.7921
0.1734	2.0503	1222	0.6695	0.3514	0.6695	0.8182
0.1734	2.0537	1224	0.6812	0.3514	0.6812	0.8253
0.1734	2.0570	1226	0.6921	0.3514	0.6921	0.8319
0.1734	2.0604	1228	0.7242	0.3836	0.7242	0.8510
0.1734	2.0638	1230	0.7562	0.3836	0.7562	0.8696
0.1734	2.0671	1232	0.6958	0.3478	0.6958	0.8341
0.1734	2.0705	1234	0.6200	0.3478	0.6200	0.7874
0.1734	2.0738	1236	0.5865	0.3478	0.5865	0.7658
0.1734	2.0772	1238	0.5963	0.3478	0.5963	0.7722
0.1734	2.0805	1240	0.6506	0.3478	0.6506	0.8066
0.1734	2.0839	1242	0.7121	0.3478	0.7121	0.8439
0.1734	2.0872	1244	0.7477	0.3478	0.7477	0.8647
0.1734	2.0906	1246	0.7940	0.3836	0.7940	0.8910
0.1734	2.0940	1248	0.7751	0.3836	0.7751	0.8804
0.1734	2.0973	1250	0.7002	0.3514	0.7002	0.8368
0.1734	2.1007	1252	0.6172	0.3478	0.6172	0.7856
0.1734	2.1040	1254	0.5954	0.3478	0.5954	0.7716
0.1734	2.1074	1256	0.6114	0.3478	0.6114	0.7819
0.1734	2.1107	1258	0.6673	0.3478	0.6673	0.8169
0.1734	2.1141	1260	0.7571	0.3333	0.7571	0.8701
0.1734	2.1174	1262	0.8221	0.3684	0.8221	0.9067
0.1734	2.1208	1264	0.8251	0.3684	0.8251	0.9084
0.1734	2.1242	1266	0.7454	0.3333	0.7454	0.8634
0.1734	2.1275	1268	0.6667	0.3284	0.6667	0.8165
0.1734	2.1309	1270	0.6193	0.3284	0.6193	0.7870
0.1734	2.1342	1272	0.5641	0.2941	0.5641	0.7511
0.1734	2.1376	1274	0.5523	0.3662	0.5523	0.7431
0.1734	2.1409	1276	0.5757	0.4	0.5757	0.7588
0.1734	2.1443	1278	0.6376	0.2941	0.6376	0.7985
0.1734	2.1477	1280	0.8035	0.3684	0.8035	0.8964
0.1734	2.1510	1282	1.0372	0.2826	1.0372	1.0184
0.1734	2.1544	1284	1.1714	0.125	1.1714	1.0823
0.1734	2.1577	1286	1.1493	0.125	1.1493	1.0720
0.1734	2.1611	1288	1.0324	0.3200	1.0324	1.0161
0.1734	2.1644	1290	0.8619	0.2286	0.8619	0.9284
0.1734	2.1678	1292	0.6771	0.2727	0.6771	0.8228
0.1734	2.1711	1294	0.5711	0.3077	0.5711	0.7557
0.1734	2.1745	1296	0.5506	0.25	0.5506	0.7421
0.1734	2.1779	1298	0.5634	0.3636	0.5634	0.7506
0.1734	2.1812	1300	0.6044	0.3662	0.6044	0.7774
0.1734	2.1846	1302	0.6748	0.3478	0.6748	0.8214
0.1734	2.1879	1304	0.7477	0.25	0.7477	0.8647
0.1734	2.1913	1306	0.7739	0.25	0.7739	0.8797
0.1734	2.1946	1308	0.7421	0.25	0.7421	0.8615
0.1734	2.1980	1310	0.7280	0.25	0.7280	0.8532
0.1734	2.2013	1312	0.7090	0.2388	0.7090	0.8420
0.1734	2.2047	1314	0.7137	0.25	0.7137	0.8448
0.1734	2.2081	1316	0.6970	0.2388	0.6970	0.8349
0.1734	2.2114	1318	0.6406	0.3478	0.6406	0.8003
0.1734	2.2148	1320	0.6199	0.3143	0.6199	0.7873
0.1734	2.2181	1322	0.6266	0.3143	0.6266	0.7916
0.1734	2.2215	1324	0.6602	0.3478	0.6602	0.8125
0.1734	2.2248	1326	0.7194	0.2941	0.7194	0.8482
0.1734	2.2282	1328	0.7674	0.3836	0.7674	0.8760
0.1734	2.2315	1330	0.7819	0.3846	0.7819	0.8843
0.1734	2.2349	1332	0.7411	0.3478	0.7411	0.8608
0.1734	2.2383	1334	0.6976	0.3662	0.6976	0.8352
0.1734	2.2416	1336	0.6953	0.3662	0.6953	0.8338
0.1734	2.2450	1338	0.7309	0.3478	0.7309	0.8549
0.1734	2.2483	1340	0.7091	0.3478	0.7091	0.8421
0.1734	2.2517	1342	0.6484	0.3662	0.6484	0.8053
0.1734	2.2550	1344	0.6131	0.3662	0.6131	0.7830
0.1734	2.2584	1346	0.5923	0.3662	0.5923	0.7696
0.1734	2.2617	1348	0.5909	0.3636	0.5909	0.7687
0.1734	2.2651	1350	0.6043	0.3636	0.6043	0.7774
0.1734	2.2685	1352	0.6329	0.3662	0.6329	0.7956
0.1734	2.2718	1354	0.7011	0.4	0.7011	0.8373
0.1734	2.2752	1356	0.7954	0.4	0.7954	0.8918
0.1734	2.2785	1358	0.8540	0.3478	0.8540	0.9241
0.1734	2.2819	1360	0.8859	0.3478	0.8859	0.9412
0.1734	2.2852	1362	0.8256	0.3478	0.8256	0.9086
0.1734	2.2886	1364	0.7273	0.4	0.7273	0.8528
0.1734	2.2919	1366	0.6557	0.3333	0.6557	0.8098
0.1734	2.2953	1368	0.6309	0.2609	0.6309	0.7943
0.1734	2.2987	1370	0.6288	0.2609	0.6288	0.7930
0.1734	2.3020	1372	0.6395	0.2192	0.6395	0.7997
0.1734	2.3054	1374	0.6804	0.3662	0.6804	0.8248
0.1734	2.3087	1376	0.7554	0.4	0.7554	0.8692
0.1734	2.3121	1378	0.7968	0.4	0.7968	0.8926
0.1734	2.3154	1380	0.7725	0.3662	0.7725	0.8789
0.1734	2.3188	1382	0.7753	0.3662	0.7753	0.8805
0.1734	2.3221	1384	0.7806	0.3662	0.7806	0.8835
0.1734	2.3255	1386	0.7425	0.3014	0.7425	0.8617
0.1734	2.3289	1388	0.7293	0.24	0.7293	0.8540
0.1734	2.3322	1390	0.7239	0.24	0.7239	0.8508
0.1734	2.3356	1392	0.7342	0.2703	0.7342	0.8569
0.1734	2.3389	1394	0.7692	0.3662	0.7692	0.8770
0.1734	2.3423	1396	0.8449	0.3478	0.8449	0.9192
0.1734	2.3456	1398	0.8564	0.3478	0.8564	0.9254
0.1734	2.3490	1400	0.7983	0.3478	0.7983	0.8935
0.1734	2.3523	1402	0.7050	0.4	0.7050	0.8396
0.1734	2.3557	1404	0.6303	0.4167	0.6303	0.7939
0.1734	2.3591	1406	0.6076	0.3662	0.6076	0.7795
0.1734	2.3624	1408	0.5913	0.3636	0.5913	0.7690
0.1734	2.3658	1410	0.5936	0.3143	0.5936	0.7705
0.1734	2.3691	1412	0.6333	0.2941	0.6333	0.7958
0.1734	2.3725	1414	0.6735	0.3284	0.6735	0.8207
0.1734	2.3758	1416	0.6598	0.2941	0.6598	0.8123
0.1734	2.3792	1418	0.6099	0.3143	0.6099	0.7810
0.1734	2.3826	1420	0.5835	0.4167	0.5835	0.7639
0.1734	2.3859	1422	0.5946	0.4167	0.5946	0.7711
0.1734	2.3893	1424	0.6143	0.4167	0.6143	0.7838
0.1734	2.3926	1426	0.6297	0.4167	0.6297	0.7935
0.1734	2.3960	1428	0.6257	0.3836	0.6257	0.7910
0.1734	2.3993	1430	0.6337	0.2703	0.6337	0.7960
0.1734	2.4027	1432	0.6203	0.24	0.6203	0.7876
0.1734	2.4060	1434	0.6280	0.24	0.6280	0.7925
0.1734	2.4094	1436	0.6276	0.24	0.6276	0.7922
0.1734	2.4128	1438	0.6514	0.3836	0.6514	0.8071
0.1734	2.4161	1440	0.6718	0.3662	0.6718	0.8196
0.1734	2.4195	1442	0.6876	0.3143	0.6876	0.8292
0.1734	2.4228	1444	0.6791	0.4	0.6791	0.8241
0.1734	2.4262	1446	0.6399	0.3143	0.6399	0.7999
0.1734	2.4295	1448	0.5960	0.3143	0.5960	0.7720
0.1734	2.4329	1450	0.5814	0.3143	0.5814	0.7625
0.1734	2.4362	1452	0.5814	0.3143	0.5814	0.7625
0.1734	2.4396	1454	0.5698	0.3478	0.5698	0.7549
0.1734	2.4430	1456	0.5428	0.3143	0.5428	0.7368
0.1734	2.4463	1458	0.5415	0.3478	0.5415	0.7359
0.1734	2.4497	1460	0.5750	0.3824	0.5750	0.7583
0.1734	2.4530	1462	0.6477	0.4167	0.6477	0.8048
0.1734	2.4564	1464	0.7012	0.4167	0.7012	0.8374
0.1734	2.4597	1466	0.6734	0.4167	0.6734	0.8206
0.1734	2.4631	1468	0.6044	0.3824	0.6044	0.7775
0.1734	2.4664	1470	0.5447	0.4348	0.5447	0.7380
0.1734	2.4698	1472	0.5400	0.4857	0.5400	0.7349
0.1734	2.4732	1474	0.5577	0.4348	0.5577	0.7468
0.1734	2.4765	1476	0.5708	0.4348	0.5708	0.7555
0.1734	2.4799	1478	0.5767	0.4348	0.5767	0.7594
0.1734	2.4832	1480	0.5858	0.4348	0.5858	0.7654
0.1734	2.4866	1482	0.5798	0.4348	0.5798	0.7614
0.1734	2.4899	1484	0.5769	0.4348	0.5769	0.7595
0.1734	2.4933	1486	0.5925	0.3284	0.5925	0.7697
0.1734	2.4966	1488	0.5585	0.4348	0.5585	0.7473
0.1734	2.5	1490	0.5441	0.4857	0.5441	0.7377
0.1734	2.5034	1492	0.5502	0.4857	0.5502	0.7417
0.1734	2.5067	1494	0.5556	0.4507	0.5556	0.7454
0.1734	2.5101	1496	0.5526	0.4167	0.5526	0.7434
0.1734	2.5134	1498	0.5492	0.4156	0.5492	0.7411
0.1226	2.5168	1500	0.5589	0.4156	0.5589	0.7476
0.1226	2.5201	1502	0.5832	0.4167	0.5832	0.7637
0.1226	2.5235	1504	0.5984	0.3662	0.5984	0.7735
0.1226	2.5268	1506	0.6044	0.4474	0.6044	0.7774
0.1226	2.5302	1508	0.5977	0.3662	0.5977	0.7731
0.1226	2.5336	1510	0.5934	0.4167	0.5934	0.7703
0.1226	2.5369	1512	0.5971	0.4935	0.5971	0.7727
0.1226	2.5403	1514	0.6127	0.3846	0.6127	0.7827
0.1226	2.5436	1516	0.6212	0.48	0.6212	0.7882
0.1226	2.5470	1518	0.6578	0.4324	0.6578	0.8110
0.1226	2.5503	1520	0.7396	0.4156	0.7396	0.8600
0.1226	2.5537	1522	0.7324	0.4156	0.7324	0.8558
0.1226	2.5570	1524	0.6388	0.4167	0.6388	0.7992
0.1226	2.5604	1526	0.5543	0.4	0.5543	0.7445
0.1226	2.5638	1528	0.5268	0.3143	0.5268	0.7258
0.1226	2.5671	1530	0.5214	0.3143	0.5214	0.7221
0.1226	2.5705	1532	0.5252	0.2059	0.5252	0.7247
0.1226	2.5738	1534	0.5479	0.4	0.5479	0.7402
0.1226	2.5772	1536	0.6247	0.3284	0.6247	0.7904
0.1226	2.5805	1538	0.7177	0.4167	0.7177	0.8472
0.1226	2.5839	1540	0.7593	0.4167	0.7593	0.8714
0.1226	2.5872	1542	0.7436	0.4167	0.7436	0.8623
0.1226	2.5906	1544	0.6691	0.3284	0.6691	0.8180
0.1226	2.5940	1546	0.5902	0.4348	0.5902	0.7682
0.1226	2.5973	1548	0.5391	0.2609	0.5391	0.7342
0.1226	2.6007	1550	0.5301	0.2727	0.5301	0.7281
0.1226	2.6040	1552	0.5299	0.1231	0.5299	0.7279
0.1226	2.6074	1554	0.5398	0.2609	0.5398	0.7347
0.1226	2.6107	1556	0.5690	0.4857	0.5690	0.7543
0.1226	2.6141	1558	0.6288	0.3824	0.6288	0.7930
0.1226	2.6174	1560	0.6707	0.3824	0.6707	0.8190
0.1226	2.6208	1562	0.6732	0.3824	0.6732	0.8205
0.1226	2.6242	1564	0.6385	0.3824	0.6385	0.7991
0.1226	2.6275	1566	0.6281	0.4348	0.6281	0.7925
0.1226	2.6309	1568	0.6551	0.3824	0.6551	0.8094
0.1226	2.6342	1570	0.6489	0.3824	0.6489	0.8055
0.1226	2.6376	1572	0.6490	0.3284	0.6490	0.8056
0.1226	2.6409	1574	0.6054	0.4348	0.6054	0.7780
0.1226	2.6443	1576	0.5598	0.4	0.5598	0.7482
0.1226	2.6477	1578	0.5462	0.4	0.5462	0.7391
0.1226	2.6510	1580	0.5519	0.4	0.5519	0.7429
0.1226	2.6544	1582	0.5788	0.3478	0.5788	0.7608
0.1226	2.6577	1584	0.6095	0.3824	0.6095	0.7807
0.1226	2.6611	1586	0.5933	0.3478	0.5933	0.7702
0.1226	2.6644	1588	0.6086	0.3824	0.6086	0.7801
0.1226	2.6678	1590	0.6970	0.4156	0.6970	0.8349
0.1226	2.6711	1592	0.7672	0.4156	0.7672	0.8759
0.1226	2.6745	1594	0.7551	0.4156	0.7551	0.8690
0.1226	2.6779	1596	0.6757	0.4156	0.6757	0.8220
0.1226	2.6812	1598	0.5772	0.4	0.5772	0.7598
0.1226	2.6846	1600	0.5318	0.3836	0.5318	0.7293
0.1226	2.6879	1602	0.5206	0.5135	0.5206	0.7216
0.1226	2.6913	1604	0.5234	0.3836	0.5234	0.7235
0.1226	2.6946	1606	0.5624	0.3478	0.5624	0.7499
0.1226	2.6980	1608	0.6305	0.3824	0.6305	0.7941
0.1226	2.7013	1610	0.6608	0.3824	0.6608	0.8129
0.1226	2.7047	1612	0.6298	0.3824	0.6298	0.7936
0.1226	2.7081	1614	0.6047	0.3824	0.6047	0.7776
0.1226	2.7114	1616	0.5586	0.3662	0.5586	0.7474
0.1226	2.7148	1618	0.5284	0.5479	0.5284	0.7269
0.1226	2.7181	1620	0.5119	0.5135	0.5119	0.7154
0.1226	2.7215	1622	0.5089	0.5479	0.5089	0.7133
0.1226	2.7248	1624	0.5218	0.4348	0.5218	0.7224
0.1226	2.7282	1626	0.5778	0.3824	0.5778	0.7601
0.1226	2.7315	1628	0.6385	0.3284	0.6385	0.7991
0.1226	2.7349	1630	0.6546	0.3284	0.6546	0.8091
0.1226	2.7383	1632	0.6160	0.3284	0.6160	0.7849
0.1226	2.7416	1634	0.5682	0.3824	0.5682	0.7538
0.1226	2.7450	1636	0.5222	0.3824	0.5222	0.7227
0.1226	2.7483	1638	0.5188	0.3836	0.5188	0.7203
0.1226	2.7517	1640	0.5331	0.4	0.5331	0.7301
0.1226	2.7550	1642	0.5674	0.5352	0.5674	0.7533
0.1226	2.7584	1644	0.6119	0.3478	0.6119	0.7822
0.1226	2.7617	1646	0.6141	0.3478	0.6141	0.7836
0.1226	2.7651	1648	0.5861	0.3478	0.5861	0.7655
0.1226	2.7685	1650	0.5795	0.3824	0.5795	0.7613
0.1226	2.7718	1652	0.5517	0.3824	0.5517	0.7428
0.1226	2.7752	1654	0.5279	0.3478	0.5279	0.7266
0.1226	2.7785	1656	0.5288	0.3824	0.5288	0.7272
0.1226	2.7819	1658	0.5551	0.3824	0.5551	0.7450
0.1226	2.7852	1660	0.5784	0.3824	0.5784	0.7605
0.1226	2.7886	1662	0.6033	0.3284	0.6033	0.7767
0.1226	2.7919	1664	0.6134	0.3824	0.6134	0.7832
0.1226	2.7953	1666	0.6110	0.3824	0.6110	0.7817
0.1226	2.7987	1668	0.6013	0.3824	0.6013	0.7754
0.1226	2.8020	1670	0.5820	0.3478	0.5820	0.7629
0.1226	2.8054	1672	0.5836	0.4167	0.5836	0.7639
0.1226	2.8087	1674	0.5655	0.4167	0.5655	0.7520
0.1226	2.8121	1676	0.5513	0.5479	0.5513	0.7425
0.1226	2.8154	1678	0.5633	0.3662	0.5633	0.7505
0.1226	2.8188	1680	0.6012	0.3824	0.6012	0.7754
0.1226	2.8221	1682	0.5877	0.3824	0.5877	0.7666
0.1226	2.8255	1684	0.5574	0.3824	0.5574	0.7466
0.1226	2.8289	1686	0.5290	0.4658	0.5290	0.7273
0.1226	2.8322	1688	0.5298	0.5135	0.5298	0.7279
0.1226	2.8356	1690	0.5325	0.4167	0.5325	0.7297
0.1226	2.8389	1692	0.5460	0.3478	0.5460	0.7390
0.1226	2.8423	1694	0.5547	0.3824	0.5547	0.7448
0.1226	2.8456	1696	0.5449	0.3824	0.5449	0.7381
0.1226	2.8490	1698	0.5435	0.3284	0.5435	0.7372
0.1226	2.8523	1700	0.5373	0.3284	0.5373	0.7330
0.1226	2.8557	1702	0.5387	0.3284	0.5387	0.7340
0.1226	2.8591	1704	0.5271	0.3284	0.5271	0.7260
0.1226	2.8624	1706	0.5454	0.3284	0.5454	0.7385
0.1226	2.8658	1708	0.5680	0.3284	0.5680	0.7537
0.1226	2.8691	1710	0.6257	0.3333	0.6257	0.7910
0.1226	2.8725	1712	0.6456	0.3333	0.6456	0.8035
0.1226	2.8758	1714	0.6189	0.3333	0.6189	0.7867
0.1226	2.8792	1716	0.5956	0.3333	0.5956	0.7718
0.1226	2.8826	1718	0.5736	0.3284	0.5736	0.7573
0.1226	2.8859	1720	0.5529	0.2941	0.5529	0.7436
0.1226	2.8893	1722	0.5624	0.3662	0.5624	0.7499
0.1226	2.8926	1724	0.6000	0.2941	0.6000	0.7746
0.1226	2.8960	1726	0.6255	0.3333	0.6255	0.7909
0.1226	2.8993	1728	0.6076	0.3478	0.6076	0.7795
0.1226	2.9027	1730	0.5863	0.3662	0.5863	0.7657
0.1226	2.9060	1732	0.5913	0.3662	0.5913	0.7690
0.1226	2.9094	1734	0.5823	0.3662	0.5823	0.7631
0.1226	2.9128	1736	0.6075	0.3662	0.6075	0.7794
0.1226	2.9161	1738	0.6536	0.3333	0.6536	0.8085
0.1226	2.9195	1740	0.6804	0.3333	0.6804	0.8249
0.1226	2.9228	1742	0.7263	0.3333	0.7263	0.8522
0.1226	2.9262	1744	0.7326	0.3333	0.7326	0.8559
0.1226	2.9295	1746	0.7113	0.3333	0.7113	0.8434
0.1226	2.9329	1748	0.6511	0.3333	0.6511	0.8069
0.1226	2.9362	1750	0.6025	0.3478	0.6025	0.7762
0.1226	2.9396	1752	0.5973	0.4	0.5973	0.7729
0.1226	2.9430	1754	0.6195	0.3514	0.6195	0.7871
0.1226	2.9463	1756	0.6554	0.4156	0.6554	0.8096
0.1226	2.9497	1758	0.6396	0.4156	0.6396	0.7998
0.1226	2.9530	1760	0.5955	0.3478	0.5955	0.7717
0.1226	2.9564	1762	0.5573	0.4167	0.5573	0.7466
0.1226	2.9597	1764	0.5407	0.4167	0.5407	0.7353
0.1226	2.9631	1766	0.5427	0.4167	0.5427	0.7367
0.1226	2.9664	1768	0.5649	0.4	0.5649	0.7516
0.1226	2.9698	1770	0.5745	0.4	0.5745	0.7580
0.1226	2.9732	1772	0.5940	0.3284	0.5940	0.7707
0.1226	2.9765	1774	0.6017	0.4167	0.6017	0.7757
0.1226	2.9799	1776	0.5710	0.4	0.5710	0.7556
0.1226	2.9832	1778	0.5454	0.4167	0.5454	0.7385
0.1226	2.9866	1780	0.5522	0.4167	0.5522	0.7431
0.1226	2.9899	1782	0.5807	0.5263	0.5807	0.7621
0.1226	2.9933	1784	0.6263	0.48	0.6263	0.7914
0.1226	2.9966	1786	0.6275	0.48	0.6275	0.7922
0.1226	3.0	1788	0.5877	0.5263	0.5877	0.7666
0.1226	3.0034	1790	0.5557	0.3836	0.5557	0.7454
0.1226	3.0067	1792	0.5559	0.3143	0.5559	0.7456
0.1226	3.0101	1794	0.5637	0.3143	0.5637	0.7508
0.1226	3.0134	1796	0.5791	0.3836	0.5791	0.7610
0.1226	3.0168	1798	0.6329	0.4507	0.6329	0.7955
0.1226	3.0201	1800	0.6999	0.5063	0.6999	0.8366
0.1226	3.0235	1802	0.7491	0.4667	0.7491	0.8655
0.1226	3.0268	1804	0.7552	0.4156	0.7552	0.8690
0.1226	3.0302	1806	0.7437	0.4156	0.7437	0.8624
0.1226	3.0336	1808	0.7088	0.3284	0.7088	0.8419
0.1226	3.0369	1810	0.6341	0.3284	0.6341	0.7963
0.1226	3.0403	1812	0.5986	0.1923	0.5986	0.7737
0.1226	3.0436	1814	0.6002	0.1923	0.6002	0.7747
0.1226	3.0470	1816	0.6476	0.3284	0.6476	0.8048
0.1226	3.0503	1818	0.6817	0.3284	0.6817	0.8257
0.1226	3.0537	1820	0.6903	0.3284	0.6903	0.8308
0.1226	3.0570	1822	0.6872	0.3824	0.6872	0.8290
0.1226	3.0604	1824	0.6389	0.3824	0.6389	0.7993
0.1226	3.0638	1826	0.6180	0.3824	0.6180	0.7861
0.1226	3.0671	1828	0.6012	0.3824	0.6012	0.7753
0.1226	3.0705	1830	0.5947	0.3824	0.5947	0.7712
0.1226	3.0738	1832	0.5937	0.3824	0.5937	0.7705
0.1226	3.0772	1834	0.6034	0.3824	0.6034	0.7768
0.1226	3.0805	1836	0.5853	0.3824	0.5853	0.7650
0.1226	3.0839	1838	0.5855	0.3824	0.5855	0.7652
0.1226	3.0872	1840	0.6213	0.3284	0.6213	0.7882
0.1226	3.0906	1842	0.6255	0.3284	0.6255	0.7909
0.1226	3.0940	1844	0.6022	0.3824	0.6022	0.7760
0.1226	3.0973	1846	0.6315	0.3284	0.6315	0.7947
0.1226	3.1007	1848	0.6853	0.3333	0.6853	0.8278
0.1226	3.1040	1850	0.7018	0.3333	0.7018	0.8377
0.1226	3.1074	1852	0.6454	0.3284	0.6454	0.8034
0.1226	3.1107	1854	0.5700	0.3824	0.5700	0.7550
0.1226	3.1141	1856	0.5323	0.3284	0.5323	0.7296
0.1226	3.1174	1858	0.5359	0.4	0.5359	0.7321
0.1226	3.1208	1860	0.5695	0.3824	0.5695	0.7547
0.1226	3.1242	1862	0.6588	0.3284	0.6588	0.8117
0.1226	3.1275	1864	0.7660	0.2817	0.7660	0.8752
0.1226	3.1309	1866	0.8284	0.3684	0.8284	0.9101
0.1226	3.1342	1868	0.8083	0.2817	0.8083	0.8991
0.1226	3.1376	1870	0.7113	0.3284	0.7113	0.8434
0.1226	3.1409	1872	0.6080	0.3824	0.6080	0.7797
0.1226	3.1443	1874	0.5739	0.3438	0.5739	0.7575
0.1226	3.1477	1876	0.5578	0.3636	0.5578	0.7469
0.1226	3.1510	1878	0.5717	0.3636	0.5717	0.7561
0.1226	3.1544	1880	0.6183	0.4857	0.6183	0.7863
0.1226	3.1577	1882	0.6984	0.3824	0.6984	0.8357
0.1226	3.1611	1884	0.7269	0.3284	0.7269	0.8526
0.1226	3.1644	1886	0.6967	0.3284	0.6967	0.8347
0.1226	3.1678	1888	0.6308	0.3824	0.6308	0.7942
0.1226	3.1711	1890	0.5652	0.4	0.5652	0.7518
0.1226	3.1745	1892	0.5502	0.4	0.5502	0.7418
0.1226	3.1779	1894	0.5560	0.3438	0.5560	0.7456
0.1226	3.1812	1896	0.5866	0.3284	0.5866	0.7659
0.1226	3.1846	1898	0.6014	0.3284	0.6014	0.7755
0.1226	3.1879	1900	0.6370	0.3284	0.6370	0.7981
0.1226	3.1913	1902	0.6700	0.3284	0.6700	0.8185
0.1226	3.1946	1904	0.6484	0.3284	0.6484	0.8052
0.1226	3.1980	1906	0.5939	0.4348	0.5939	0.7707
0.1226	3.2013	1908	0.5469	0.4	0.5469	0.7395
0.1226	3.2047	1910	0.5384	0.4	0.5384	0.7337
0.1226	3.2081	1912	0.5420	0.4	0.5420	0.7362
0.1226	3.2114	1914	0.5721	0.4348	0.5721	0.7564
0.1226	3.2148	1916	0.6049	0.3284	0.6049	0.7778
0.1226	3.2181	1918	0.6178	0.3284	0.6178	0.7860
0.1226	3.2215	1920	0.5954	0.3284	0.5954	0.7716
0.1226	3.2248	1922	0.5859	0.3284	0.5859	0.7655
0.1226	3.2282	1924	0.5511	0.3438	0.5511	0.7423
0.1226	3.2315	1926	0.5429	0.3438	0.5429	0.7368
0.1226	3.2349	1928	0.5689	0.3824	0.5689	0.7542
0.1226	3.2383	1930	0.6035	0.3824	0.6035	0.7769
0.1226	3.2416	1932	0.6133	0.3824	0.6133	0.7831
0.1226	3.2450	1934	0.6578	0.3824	0.6578	0.8110
0.1226	3.2483	1936	0.7428	0.3333	0.7428	0.8618
0.1226	3.2517	1938	0.7682	0.3864	0.7682	0.8765
0.1226	3.2550	1940	0.7361	0.3333	0.7361	0.8580
0.1226	3.2584	1942	0.6764	0.3284	0.6764	0.8225
0.1226	3.2617	1944	0.5936	0.3824	0.5936	0.7705
0.1226	3.2651	1946	0.5146	0.3636	0.5146	0.7174
0.1226	3.2685	1948	0.4945	0.4348	0.4945	0.7032
0.1226	3.2718	1950	0.4920	0.4348	0.4920	0.7014
0.1226	3.2752	1952	0.4977	0.3284	0.4977	0.7054
0.1226	3.2785	1954	0.5356	0.4507	0.5356	0.7319
0.1226	3.2819	1956	0.6130	0.3284	0.6130	0.7829
0.1226	3.2852	1958	0.6493	0.4167	0.6493	0.8058
0.1226	3.2886	1960	0.6266	0.3284	0.6266	0.7916
0.1226	3.2919	1962	0.5839	0.3284	0.5839	0.7642
0.1226	3.2953	1964	0.5520	0.3284	0.5520	0.7430
0.1226	3.2987	1966	0.5225	0.3824	0.5225	0.7229
0.1226	3.3020	1968	0.4901	0.3636	0.4901	0.7001
0.1226	3.3054	1970	0.4831	0.3636	0.4831	0.6950
0.1226	3.3087	1972	0.5035	0.4507	0.5035	0.7095
0.1226	3.3121	1974	0.5280	0.3824	0.5280	0.7266
0.1226	3.3154	1976	0.5783	0.3284	0.5783	0.7605
0.1226	3.3188	1978	0.6630	0.4167	0.6630	0.8142
0.1226	3.3221	1980	0.7480	0.3684	0.7480	0.8649
0.1226	3.3255	1982	0.7629	0.3684	0.7629	0.8734
0.1226	3.3289	1984	0.7104	0.2727	0.7104	0.8428
0.1226	3.3322	1986	0.6754	0.2727	0.6754	0.8218
0.1226	3.3356	1988	0.6182	0.3284	0.6182	0.7862
0.1226	3.3389	1990	0.5670	0.3824	0.5670	0.7530
0.1226	3.3423	1992	0.5607	0.4348	0.5607	0.7488
0.1226	3.3456	1994	0.5815	0.3824	0.5815	0.7626
0.1226	3.3490	1996	0.6020	0.3824	0.6020	0.7759
0.1226	3.3523	1998	0.6339	0.3824	0.6339	0.7961
0.092	3.3557	2000	0.7027	0.3284	0.7027	0.8383
0.092	3.3591	2002	0.7294	0.3333	0.7294	0.8541
0.092	3.3624	2004	0.7182	0.3333	0.7182	0.8475
0.092	3.3658	2006	0.6874	0.3824	0.6874	0.8291
0.092	3.3691	2008	0.6426	0.4857	0.6426	0.8016
0.092	3.3725	2010	0.6294	0.4857	0.6294	0.7933
0.092	3.3758	2012	0.5975	0.4167	0.5975	0.7730
0.092	3.3792	2014	0.6029	0.4507	0.6029	0.7764
0.092	3.3826	2016	0.6245	0.4857	0.6245	0.7903
0.092	3.3859	2018	0.6607	0.3824	0.6607	0.8128
0.092	3.3893	2020	0.7047	0.2817	0.7047	0.8394
0.092	3.3926	2022	0.6856	0.3333	0.6856	0.8280
0.092	3.3960	2024	0.6260	0.4857	0.6260	0.7912
0.092	3.3993	2026	0.5806	0.3284	0.5806	0.7620
0.092	3.4027	2028	0.5680	0.2941	0.5680	0.7536
0.092	3.4060	2030	0.5698	0.2941	0.5698	0.7548
0.092	3.4094	2032	0.5745	0.2941	0.5745	0.7579
0.092	3.4128	2034	0.5914	0.2941	0.5914	0.7691
0.092	3.4161	2036	0.6062	0.4507	0.6062	0.7786
0.092	3.4195	2038	0.6268	0.4348	0.6268	0.7917
0.092	3.4228	2040	0.6366	0.4	0.6366	0.7979
0.092	3.4262	2042	0.6221	0.4507	0.6221	0.7887
0.092	3.4295	2044	0.5963	0.3284	0.5963	0.7722
0.092	3.4329	2046	0.5833	0.3284	0.5833	0.7637
0.092	3.4362	2048	0.6081	0.3077	0.6081	0.7798
0.092	3.4396	2050	0.6361	0.4348	0.6361	0.7976
0.092	3.4430	2052	0.6896	0.3284	0.6896	0.8304
0.092	3.4463	2054	0.7640	0.2727	0.7640	0.8740
0.092	3.4497	2056	0.7706	0.2727	0.7706	0.8778
0.092	3.4530	2058	0.7053	0.3284	0.7053	0.8398
0.092	3.4564	2060	0.6185	0.25	0.6185	0.7865
0.092	3.4597	2062	0.5853	0.2727	0.5853	0.7650
0.092	3.4631	2064	0.5803	0.2727	0.5803	0.7618
0.092	3.4664	2066	0.5945	0.2727	0.5945	0.7710
0.092	3.4698	2068	0.6387	0.3284	0.6387	0.7992
0.092	3.4732	2070	0.6630	0.3284	0.6630	0.8143
0.092	3.4765	2072	0.6375	0.3284	0.6375	0.7984
0.092	3.4799	2074	0.5854	0.3284	0.5854	0.7651
0.092	3.4832	2076	0.5662	0.3478	0.5662	0.7524
0.092	3.4866	2078	0.5544	0.25	0.5544	0.7446
0.092	3.4899	2080	0.5437	0.3284	0.5437	0.7374
0.092	3.4933	2082	0.5550	0.3284	0.5550	0.7450
0.092	3.4966	2084	0.5791	0.3478	0.5791	0.7610
0.092	3.5	2086	0.6408	0.2941	0.6408	0.8005
0.092	3.5034	2088	0.6867	0.3284	0.6867	0.8286
0.092	3.5067	2090	0.7078	0.3284	0.7078	0.8413
0.092	3.5101	2092	0.6917	0.3284	0.6917	0.8317
0.092	3.5134	2094	0.6460	0.2941	0.6460	0.8038
0.092	3.5168	2096	0.5947	0.2941	0.5947	0.7712
0.092	3.5201	2098	0.5559	0.3478	0.5559	0.7456
0.092	3.5235	2100	0.5353	0.3284	0.5353	0.7317
0.092	3.5268	2102	0.5318	0.2941	0.5318	0.7293
0.092	3.5302	2104	0.5373	0.2941	0.5373	0.7330
0.092	3.5336	2106	0.5583	0.4	0.5583	0.7472
0.092	3.5369	2108	0.6068	0.2941	0.6068	0.7790
0.092	3.5403	2110	0.6771	0.2941	0.6771	0.8228
0.092	3.5436	2112	0.7317	0.25	0.7317	0.8554
0.092	3.5470	2114	0.8156	0.25	0.8156	0.9031
0.092	3.5503	2116	0.8519	0.25	0.8519	0.9230
0.092	3.5537	2118	0.8113	0.25	0.8113	0.9007
0.092	3.5570	2120	0.7371	0.25	0.7371	0.8586
0.092	3.5604	2122	0.6608	0.2941	0.6608	0.8129
0.092	3.5638	2124	0.6238	0.3478	0.6238	0.7898
0.092	3.5671	2126	0.6315	0.3478	0.6315	0.7947
0.092	3.5705	2128	0.6580	0.2941	0.6580	0.8112
0.092	3.5738	2130	0.6824	0.2941	0.6824	0.8261
0.092	3.5772	2132	0.7281	0.2192	0.7281	0.8533
0.092	3.5805	2134	0.7522	0.2192	0.7522	0.8673
0.092	3.5839	2136	0.7832	0.25	0.7832	0.8850
0.092	3.5872	2138	0.7829	0.25	0.7829	0.8848
0.092	3.5906	2140	0.7233	0.2192	0.7233	0.8505
0.092	3.5940	2142	0.6647	0.3478	0.6647	0.8153
0.092	3.5973	2144	0.6292	0.4167	0.6292	0.7932
0.092	3.6007	2146	0.6318	0.4	0.6318	0.7949
0.092	3.6040	2148	0.6548	0.3478	0.6548	0.8092
0.092	3.6074	2150	0.7089	0.2941	0.7089	0.8419
0.092	3.6107	2152	0.7280	0.3284	0.7280	0.8532
0.092	3.6141	2154	0.7062	0.3284	0.7062	0.8404
0.092	3.6174	2156	0.6628	0.2941	0.6628	0.8141
0.092	3.6208	2158	0.6164	0.4	0.6164	0.7851
0.092	3.6242	2160	0.5864	0.4	0.5864	0.7658
0.092	3.6275	2162	0.5985	0.4	0.5985	0.7736
0.092	3.6309	2164	0.6373	0.3284	0.6373	0.7983
0.092	3.6342	2166	0.6763	0.3284	0.6763	0.8224
0.092	3.6376	2168	0.6693	0.3284	0.6693	0.8181
0.092	3.6409	2170	0.6483	0.4348	0.6483	0.8051
0.092	3.6443	2172	0.6250	0.4	0.6250	0.7905
0.092	3.6477	2174	0.6104	0.4	0.6104	0.7813
0.092	3.6510	2176	0.5827	0.4	0.5827	0.7634
0.092	3.6544	2178	0.5531	0.4167	0.5531	0.7437
0.092	3.6577	2180	0.5450	0.3836	0.5450	0.7383
0.092	3.6611	2182	0.5455	0.4167	0.5455	0.7386
0.092	3.6644	2184	0.5589	0.4507	0.5589	0.7476
0.092	3.6678	2186	0.5802	0.4	0.5802	0.7617
0.092	3.6711	2188	0.5798	0.4507	0.5798	0.7615
0.092	3.6745	2190	0.5896	0.4	0.5896	0.7678
0.092	3.6779	2192	0.6203	0.4348	0.6203	0.7876
0.092	3.6812	2194	0.6454	0.4348	0.6454	0.8034
0.092	3.6846	2196	0.6187	0.4348	0.6187	0.7866
0.092	3.6879	2198	0.5804	0.4348	0.5804	0.7618
0.092	3.6913	2200	0.5668	0.4	0.5668	0.7529
0.092	3.6946	2202	0.5517	0.4167	0.5517	0.7428
0.092	3.6980	2204	0.5402	0.3836	0.5402	0.7350
0.092	3.7013	2206	0.5422	0.2941	0.5422	0.7364
0.092	3.7047	2208	0.5453	0.2941	0.5453	0.7385
0.092	3.7081	2210	0.5588	0.3836	0.5588	0.7475
0.092	3.7114	2212	0.5855	0.4	0.5855	0.7652
0.092	3.7148	2214	0.6437	0.3824	0.6437	0.8023
0.092	3.7181	2216	0.6623	0.3824	0.6623	0.8138
0.092	3.7215	2218	0.6942	0.2727	0.6942	0.8332
0.092	3.7248	2220	0.7676	0.2727	0.7676	0.8761
0.092	3.7282	2222	0.7784	0.2727	0.7784	0.8823
0.092	3.7315	2224	0.7244	0.2727	0.7244	0.8511
0.092	3.7349	2226	0.6385	0.3284	0.6385	0.7991
0.092	3.7383	2228	0.5751	0.3824	0.5751	0.7583
0.092	3.7416	2230	0.5574	0.4	0.5574	0.7466
0.092	3.7450	2232	0.5700	0.3824	0.5700	0.7550
0.092	3.7483	2234	0.6255	0.3284	0.6255	0.7909
0.092	3.7517	2236	0.6856	0.3284	0.6856	0.8280
0.092	3.7550	2238	0.7352	0.3284	0.7352	0.8574
0.092	3.7584	2240	0.7213	0.3284	0.7213	0.8493
0.092	3.7617	2242	0.6579	0.3284	0.6579	0.8111
0.092	3.7651	2244	0.6166	0.4348	0.6166	0.7852
0.092	3.7685	2246	0.5997	0.4	0.5997	0.7744
0.092	3.7718	2248	0.5921	0.4348	0.5921	0.7695
0.092	3.7752	2250	0.5801	0.4348	0.5801	0.7617
0.092	3.7785	2252	0.5826	0.4348	0.5826	0.7633
0.092	3.7819	2254	0.5684	0.4348	0.5684	0.7539
0.092	3.7852	2256	0.5357	0.4	0.5357	0.7319
0.092	3.7886	2258	0.5263	0.3077	0.5263	0.7255
0.092	3.7919	2260	0.5298	0.4	0.5298	0.7279
0.092	3.7953	2262	0.5454	0.4	0.5454	0.7385
0.092	3.7987	2264	0.5648	0.4	0.5648	0.7515
0.092	3.8020	2266	0.5841	0.4	0.5841	0.7642
0.092	3.8054	2268	0.5970	0.4	0.5970	0.7726
0.092	3.8087	2270	0.5771	0.4	0.5771	0.7596
0.092	3.8121	2272	0.5685	0.4	0.5685	0.7540
0.092	3.8154	2274	0.5598	0.4167	0.5598	0.7482
0.092	3.8188	2276	0.5573	0.3836	0.5573	0.7465
0.092	3.8221	2278	0.5581	0.3836	0.5581	0.7470
0.092	3.8255	2280	0.5652	0.3836	0.5652	0.7518
0.092	3.8289	2282	0.5744	0.4	0.5744	0.7579
0.092	3.8322	2284	0.5837	0.4	0.5837	0.7640
0.092	3.8356	2286	0.5621	0.4	0.5621	0.7498
0.092	3.8389	2288	0.5246	0.4167	0.5246	0.7243
0.092	3.8423	2290	0.5000	0.3836	0.5000	0.7071
0.092	3.8456	2292	0.4906	0.3836	0.4906	0.7004
0.092	3.8490	2294	0.4829	0.3836	0.4829	0.6949
0.092	3.8523	2296	0.4878	0.4167	0.4878	0.6984
0.092	3.8557	2298	0.5210	0.3478	0.5210	0.7218
0.092	3.8591	2300	0.5586	0.4324	0.5586	0.7474
0.092	3.8624	2302	0.5805	0.4324	0.5805	0.7619
0.092	3.8658	2304	0.5689	0.4324	0.5689	0.7543
0.092	3.8691	2306	0.5362	0.4474	0.5362	0.7323
0.092	3.8725	2308	0.5128	0.4	0.5128	0.7161
0.092	3.8758	2310	0.5128	0.3684	0.5128	0.7161
0.092	3.8792	2312	0.5138	0.3684	0.5138	0.7168
0.092	3.8826	2314	0.5169	0.3684	0.5169	0.7190
0.092	3.8859	2316	0.5285	0.5	0.5285	0.7270
0.092	3.8893	2318	0.5340	0.5	0.5340	0.7307
0.092	3.8926	2320	0.5547	0.4	0.5547	0.7448
0.092	3.8960	2322	0.5733	0.4324	0.5733	0.7572
0.092	3.8993	2324	0.5985	0.4324	0.5985	0.7736
0.092	3.9027	2326	0.6124	0.3836	0.6124	0.7826
0.092	3.9060	2328	0.6310	0.3836	0.6310	0.7943
0.092	3.9094	2330	0.6231	0.2941	0.6231	0.7893
0.092	3.9128	2332	0.5753	0.2941	0.5753	0.7585
0.092	3.9161	2334	0.5452	0.2941	0.5452	0.7384
0.092	3.9195	2336	0.5124	0.2373	0.5124	0.7158
0.092	3.9228	2338	0.5016	0.2000	0.5016	0.7082
0.092	3.9262	2340	0.5000	0.2000	0.5000	0.7071
0.092	3.9295	2342	0.5082	0.3636	0.5082	0.7129
0.092	3.9329	2344	0.5247	0.3143	0.5247	0.7244
0.092	3.9362	2346	0.5552	0.3478	0.5552	0.7451
0.092	3.9396	2348	0.5732	0.3478	0.5732	0.7571
0.092	3.9430	2350	0.5683	0.3478	0.5683	0.7539
0.092	3.9463	2352	0.5436	0.4507	0.5436	0.7373
0.092	3.9497	2354	0.5337	0.4507	0.5337	0.7306
0.092	3.9530	2356	0.5233	0.3836	0.5233	0.7234
0.092	3.9564	2358	0.5198	0.4507	0.5198	0.7210
0.092	3.9597	2360	0.5245	0.3143	0.5245	0.7243
0.092	3.9631	2362	0.5280	0.3478	0.5280	0.7266
0.092	3.9664	2364	0.5297	0.3478	0.5297	0.7278
0.092	3.9698	2366	0.5434	0.3478	0.5434	0.7372
0.092	3.9732	2368	0.5620	0.3478	0.5620	0.7496
0.092	3.9765	2370	0.5703	0.3478	0.5703	0.7552
0.092	3.9799	2372	0.5487	0.3478	0.5487	0.7408
0.092	3.9832	2374	0.5279	0.3478	0.5279	0.7266
0.092	3.9866	2376	0.5172	0.3478	0.5172	0.7192
0.092	3.9899	2378	0.5079	0.3662	0.5079	0.7127
0.092	3.9933	2380	0.5069	0.3662	0.5069	0.7120
0.092	3.9966	2382	0.5123	0.3662	0.5123	0.7157
0.092	4.0	2384	0.5213	0.3662	0.5213	0.7220
0.092	4.0034	2386	0.5413	0.3143	0.5413	0.7357
0.092	4.0067	2388	0.5601	0.4324	0.5601	0.7484
0.092	4.0101	2390	0.5716	0.4324	0.5716	0.7560
0.092	4.0134	2392	0.5758	0.4	0.5758	0.7588
0.092	4.0168	2394	0.5888	0.4	0.5888	0.7674
0.092	4.0201	2396	0.5849	0.4	0.5849	0.7648
0.092	4.0235	2398	0.5650	0.3143	0.5650	0.7517
0.092	4.0268	2400	0.5514	0.3662	0.5514	0.7426
0.092	4.0302	2402	0.5516	0.3143	0.5516	0.7427
0.092	4.0336	2404	0.5495	0.3143	0.5495	0.7413
0.092	4.0369	2406	0.5710	0.3143	0.5710	0.7557
0.092	4.0403	2408	0.6157	0.4324	0.6157	0.7847
0.092	4.0436	2410	0.6373	0.4658	0.6373	0.7983
0.092	4.0470	2412	0.6489	0.4658	0.6489	0.8056
0.092	4.0503	2414	0.6342	0.3824	0.6342	0.7964
0.092	4.0537	2416	0.6222	0.3478	0.6222	0.7888
0.092	4.0570	2418	0.6157	0.3143	0.6157	0.7847
0.092	4.0604	2420	0.6093	0.3662	0.6093	0.7806
0.092	4.0638	2422	0.6020	0.3836	0.6020	0.7759
0.092	4.0671	2424	0.5928	0.3836	0.5928	0.7699
0.092	4.0705	2426	0.5939	0.3836	0.5939	0.7706
0.092	4.0738	2428	0.6068	0.3333	0.6068	0.7789
0.092	4.0772	2430	0.6469	0.3143	0.6469	0.8043
0.092	4.0805	2432	0.6923	0.3824	0.6923	0.8320
0.092	4.0839	2434	0.7356	0.4658	0.7356	0.8577
0.092	4.0872	2436	0.7457	0.4167	0.7457	0.8635
0.092	4.0906	2438	0.7767	0.3662	0.7767	0.8813
0.092	4.0940	2440	0.7830	0.3662	0.7830	0.8849
0.092	4.0973	2442	0.7750	0.3662	0.7750	0.8803
0.092	4.1007	2444	0.7121	0.2727	0.7121	0.8439
0.092	4.1040	2446	0.6388	0.3824	0.6388	0.7992
0.092	4.1074	2448	0.6026	0.3478	0.6026	0.7763
0.092	4.1107	2450	0.5983	0.3143	0.5983	0.7735
0.092	4.1141	2452	0.6312	0.3478	0.6312	0.7945
0.092	4.1174	2454	0.6583	0.3824	0.6583	0.8114
0.092	4.1208	2456	0.6799	0.4167	0.6799	0.8246
0.092	4.1242	2458	0.6854	0.4167	0.6854	0.8279
0.092	4.1275	2460	0.6643	0.3824	0.6643	0.8150
0.092	4.1309	2462	0.6148	0.3824	0.6148	0.7841
0.092	4.1342	2464	0.5969	0.3143	0.5969	0.7726
0.092	4.1376	2466	0.6102	0.3478	0.6102	0.7812
0.092	4.1409	2468	0.6505	0.4658	0.6505	0.8066
0.092	4.1443	2470	0.7117	0.4658	0.7117	0.8436

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 16, 2024
Updated: Nov 16, 2024