Arabic_FineTuningAraBERT_AugV4-trial2_k30_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4-trial2_k30_task1_organization_fold1

Arabic_FineTuningAraBERT_AugV4-trial2_k30_task1_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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5.9 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 14, 2024
Updated: Nov 14, 2024
SHA: ba49fb2d

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4-trial2_k30_task1_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: 0.3919
Qwk: 0.7795
Mse: 0.3919
Rmse: 0.6260

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	0.0038	2	6.2066	0.0	6.2066	2.4913
No log	0.0077	4	3.9543	0.0085	3.9543	1.9885
No log	0.0115	6	2.0926	0.0397	2.0926	1.4466
No log	0.0154	8	1.0251	0.2057	1.0251	1.0124
No log	0.0192	10	0.8842	0.1546	0.8842	0.9403
No log	0.0230	12	1.2459	0.3000	1.2459	1.1162
No log	0.0269	14	1.7073	0.0242	1.7073	1.3066
No log	0.0307	16	1.7385	0.125	1.7385	1.3185
No log	0.0345	18	1.4152	-0.0800	1.4152	1.1896
No log	0.0384	20	1.3083	0.0123	1.3083	1.1438
No log	0.0422	22	1.1704	0.125	1.1704	1.0819
No log	0.0461	24	1.3659	0.125	1.3659	1.1687
No log	0.0499	26	1.6731	0.1091	1.6731	1.2935
No log	0.0537	28	1.8710	0.1515	1.8710	1.3679
No log	0.0576	30	1.6777	0.3368	1.6777	1.2953
No log	0.0614	32	1.1549	0.2486	1.1549	1.0746
No log	0.0653	34	1.1499	0.3505	1.1499	1.0723
No log	0.0691	36	1.9581	0.2891	1.9581	1.3993
No log	0.0729	38	2.5461	-0.1273	2.5461	1.5957
No log	0.0768	40	2.3938	-0.0769	2.3938	1.5472
No log	0.0806	42	1.9072	0.2075	1.9072	1.3810
No log	0.0845	44	1.1786	0.3037	1.1786	1.0856
No log	0.0883	46	1.1806	0.3037	1.1806	1.0866
No log	0.0921	48	1.4654	0.1297	1.4654	1.2106
No log	0.0960	50	1.6923	0.3383	1.6923	1.3009
No log	0.0998	52	1.6645	0.3383	1.6645	1.2901
No log	0.1036	54	1.4946	0.3982	1.4946	1.2225
No log	0.1075	56	1.4570	0.4569	1.4570	1.2071
No log	0.1113	58	1.7528	0.3419	1.7528	1.3239
No log	0.1152	60	1.7754	0.3790	1.7754	1.3324
No log	0.1190	62	1.5949	0.3583	1.5949	1.2629
No log	0.1228	64	1.1963	0.5294	1.1963	1.0937
No log	0.1267	66	0.9844	0.5024	0.9844	0.9922
No log	0.1305	68	1.1826	0.5062	1.1826	1.0875
No log	0.1344	70	1.9283	0.4122	1.9283	1.3886
No log	0.1382	72	2.2214	0.2446	2.2214	1.4904
No log	0.1420	74	1.7921	0.3000	1.7921	1.3387
No log	0.1459	76	1.0861	0.4566	1.0861	1.0422
No log	0.1497	78	0.7753	0.4306	0.7753	0.8805
No log	0.1536	80	0.7917	0.5161	0.7917	0.8898
No log	0.1574	82	1.1232	0.4815	1.1232	1.0598
No log	0.1612	84	1.7893	0.3984	1.7893	1.3376
No log	0.1651	86	2.5105	0.0699	2.5105	1.5845
No log	0.1689	88	2.6991	0.0582	2.6991	1.6429
No log	0.1727	90	2.3780	-0.0076	2.3780	1.5421
No log	0.1766	92	1.7710	0.2566	1.7710	1.3308
No log	0.1804	94	1.1571	0.3512	1.1571	1.0757
No log	0.1843	96	0.9804	0.3512	0.9804	0.9901
No log	0.1881	98	1.0702	0.4167	1.0702	1.0345
No log	0.1919	100	1.3385	0.2538	1.3385	1.1569
No log	0.1958	102	1.3362	0.1481	1.3362	1.1559
No log	0.1996	104	1.2209	0.1481	1.2209	1.1050
No log	0.2035	106	1.3850	0.0968	1.3850	1.1768
No log	0.2073	108	1.6190	0.0838	1.6190	1.2724
No log	0.2111	110	1.5137	0.1910	1.5137	1.2303
No log	0.2150	112	1.3468	0.3519	1.3468	1.1605
No log	0.2188	114	0.9630	0.6557	0.9630	0.9813
No log	0.2226	116	0.8679	0.6744	0.8679	0.9316
No log	0.2265	118	1.0620	0.6980	1.0620	1.0306
No log	0.2303	120	1.4952	0.4280	1.4952	1.2228
No log	0.2342	122	1.5606	0.3586	1.5606	1.2492
No log	0.2380	124	1.2001	0.4737	1.2001	1.0955
No log	0.2418	126	0.9344	0.6316	0.9344	0.9667
No log	0.2457	128	0.8769	0.6452	0.8769	0.9364
No log	0.2495	130	0.9931	0.4324	0.9931	0.9966
No log	0.2534	132	1.4300	0.3578	1.4300	1.1958
No log	0.2572	134	1.4435	0.4656	1.4435	1.2015
No log	0.2610	136	1.3181	0.4803	1.3181	1.1481
No log	0.2649	138	1.3635	0.4701	1.3635	1.1677
No log	0.2687	140	1.0220	0.5882	1.0220	1.0110
No log	0.2726	142	0.8054	0.7686	0.8054	0.8975
No log	0.2764	144	0.9505	0.6744	0.9505	0.9750
No log	0.2802	146	1.4239	0.4576	1.4239	1.1933
No log	0.2841	148	1.7923	0.5172	1.7923	1.3388
No log	0.2879	150	1.7160	0.5233	1.7160	1.3100
No log	0.2917	152	1.5388	0.4355	1.5388	1.2405
No log	0.2956	154	1.3412	0.2857	1.3412	1.1581
No log	0.2994	156	1.1467	0.2759	1.1467	1.0708
No log	0.3033	158	1.3968	0.4143	1.3968	1.1819
No log	0.3071	160	1.6470	0.4615	1.6470	1.2833
No log	0.3109	162	1.2971	0.5911	1.2971	1.1389
No log	0.3148	164	1.0766	0.5911	1.0766	1.0376
No log	0.3186	166	1.0434	0.6267	1.0434	1.0215
No log	0.3225	168	0.8075	0.6978	0.8075	0.8986
No log	0.3263	170	0.8509	0.7586	0.8509	0.9224
No log	0.3301	172	1.3033	0.5625	1.3033	1.1416
No log	0.3340	174	1.4288	0.4731	1.4288	1.1953
No log	0.3378	176	0.9704	0.6744	0.9704	0.9851
No log	0.3417	178	0.8654	0.6578	0.8654	0.9303
No log	0.3455	180	1.1736	0.5447	1.1736	1.0833
No log	0.3493	182	1.2459	0.5679	1.2459	1.1162
No log	0.3532	184	1.1074	0.4936	1.1074	1.0523
No log	0.3570	186	1.0332	0.4324	1.0332	1.0165
No log	0.3608	188	0.9585	0.6316	0.9585	0.9790
No log	0.3647	190	0.7523	0.6441	0.7523	0.8674
No log	0.3685	192	0.6946	0.7544	0.6946	0.8334
No log	0.3724	194	0.7020	0.6549	0.7020	0.8379
No log	0.3762	196	0.7695	0.6978	0.7695	0.8772
No log	0.3800	198	1.1630	0.6617	1.1630	1.0784
No log	0.3839	200	1.7315	0.5270	1.7315	1.3159
No log	0.3877	202	1.8234	0.5212	1.8234	1.3503
No log	0.3916	204	1.3636	0.6209	1.3636	1.1677
No log	0.3954	206	0.7682	0.6182	0.7682	0.8765
No log	0.3992	208	0.6294	0.6283	0.6294	0.7934
No log	0.4031	210	0.7194	0.4909	0.7194	0.8482
No log	0.4069	212	1.0003	0.5062	1.0003	1.0002
No log	0.4107	214	1.1488	0.3913	1.1488	1.0718
No log	0.4146	216	1.2676	0.3125	1.2676	1.1259
No log	0.4184	218	1.3429	0.4825	1.3429	1.1588
No log	0.4223	220	1.1063	0.5556	1.1063	1.0518
No log	0.4261	222	0.8850	0.6744	0.8850	0.9408
No log	0.4299	224	1.0483	0.6617	1.0483	1.0239
No log	0.4338	226	1.4112	0.6291	1.4112	1.1880
No log	0.4376	228	1.4507	0.6291	1.4507	1.2045
No log	0.4415	230	1.6533	0.6020	1.6533	1.2858
No log	0.4453	232	1.4814	0.6291	1.4814	1.2171
No log	0.4491	234	1.0497	0.6500	1.0497	1.0245
No log	0.4530	236	1.0898	0.6500	1.0898	1.0439
No log	0.4568	238	1.2665	0.6291	1.2665	1.1254
No log	0.4607	240	1.4844	0.5552	1.4844	1.2183
No log	0.4645	242	1.6026	0.4878	1.6026	1.2659
No log	0.4683	244	1.4821	0.4878	1.4821	1.2174
No log	0.4722	246	1.1859	0.6431	1.1859	1.0890
No log	0.4760	248	0.9839	0.7034	0.9839	0.9919
No log	0.4798	250	1.0280	0.6744	1.0280	1.0139
No log	0.4837	252	1.2808	0.6020	1.2808	1.1317
No log	0.4875	254	1.3948	0.4983	1.3948	1.1810
No log	0.4914	256	1.4511	0.5035	1.4511	1.2046
No log	0.4952	258	1.1457	0.5609	1.1457	1.0704
No log	0.4990	260	0.8071	0.7050	0.8071	0.8984
No log	0.5029	262	0.7225	0.7364	0.7225	0.8500
No log	0.5067	264	0.9901	0.7774	0.9901	0.9950
No log	0.5106	266	1.1310	0.6209	1.1310	1.0635
No log	0.5144	268	1.2654	0.5039	1.2654	1.1249
No log	0.5182	270	1.3290	0.5039	1.3290	1.1528
No log	0.5221	272	1.0066	0.5221	1.0066	1.0033
No log	0.5259	274	0.7240	0.7273	0.7240	0.8509
No log	0.5298	276	0.6869	0.7273	0.6869	0.8288
No log	0.5336	278	0.8963	0.7426	0.8963	0.9467
No log	0.5374	280	1.3984	0.5532	1.3984	1.1825
No log	0.5413	282	1.5538	0.3913	1.5538	1.2465
No log	0.5451	284	1.6002	0.3913	1.6002	1.2650
No log	0.5489	286	1.2891	0.4340	1.2891	1.1354
No log	0.5528	288	0.8875	0.6695	0.8875	0.9421
No log	0.5566	290	0.6739	0.5646	0.6739	0.8209
No log	0.5605	292	0.6148	0.5172	0.6148	0.7841
No log	0.5643	294	0.7257	0.5765	0.7257	0.8519
No log	0.5681	296	1.1461	0.7426	1.1461	1.0705
No log	0.5720	298	1.8054	0.5302	1.8054	1.3437
No log	0.5758	300	1.9013	0.4085	1.9013	1.3789
No log	0.5797	302	1.4792	0.2081	1.4792	1.2162
No log	0.5835	304	1.0162	0.24	1.0162	1.0081
No log	0.5873	306	0.7280	0.4199	0.7280	0.8532
No log	0.5912	308	0.6352	0.5281	0.6352	0.7970
No log	0.5950	310	0.7003	0.58	0.7003	0.8368
No log	0.5988	312	0.9476	0.6224	0.9476	0.9735
No log	0.6027	314	1.3352	0.5783	1.3352	1.1555
No log	0.6065	316	1.6276	0.4731	1.6276	1.2758
No log	0.6104	318	1.4845	0.5092	1.4845	1.2184
No log	0.6142	320	1.1317	0.5374	1.1317	1.0638
No log	0.6180	322	1.1390	0.6316	1.1390	1.0672
No log	0.6219	324	1.1560	0.6617	1.1560	1.0752
No log	0.6257	326	0.8211	0.6762	0.8211	0.9062
No log	0.6296	328	0.7509	0.6627	0.7509	0.8666
No log	0.6334	330	0.9457	0.6182	0.9457	0.9725
No log	0.6372	332	1.3630	0.5911	1.3630	1.1675
No log	0.6411	334	1.6047	0.6020	1.6047	1.2667
No log	0.6449	336	1.4191	0.5299	1.4191	1.1913
No log	0.6488	338	1.0671	0.5882	1.0671	1.0330
No log	0.6526	340	0.7332	0.6051	0.7332	0.8563
No log	0.6564	342	0.6381	0.6051	0.6381	0.7988
No log	0.6603	344	0.6541	0.6051	0.6541	0.8088
No log	0.6641	346	0.8215	0.7364	0.8215	0.9064
No log	0.6679	348	1.1754	0.5625	1.1754	1.0842
No log	0.6718	350	1.3852	0.5625	1.3852	1.1770
No log	0.6756	352	1.3970	0.5180	1.3970	1.1820
No log	0.6795	354	1.1985	0.6174	1.1985	1.0947
No log	0.6833	356	0.8920	0.6851	0.8920	0.9445
No log	0.6871	358	0.7005	0.6154	0.7005	0.8369
No log	0.6910	360	0.7699	0.6978	0.7699	0.8774
No log	0.6948	362	1.0327	0.6573	1.0327	1.0162
No log	0.6987	364	1.0954	0.75	1.0954	1.0466
No log	0.7025	366	0.9509	0.7287	0.9509	0.9752
No log	0.7063	368	0.9011	0.6729	0.9011	0.9493
No log	0.7102	370	1.0184	0.5494	1.0184	1.0092
No log	0.7140	372	1.2496	0.4878	1.2496	1.1179
No log	0.7179	374	1.2261	0.4878	1.2261	1.1073
No log	0.7217	376	1.0696	0.5374	1.0696	1.0342
No log	0.7255	378	1.0441	0.5374	1.0441	1.0218
No log	0.7294	380	1.0156	0.6316	1.0156	1.0078
No log	0.7332	382	1.0285	0.6715	1.0285	1.0141
No log	0.7370	384	0.9229	0.7138	0.9229	0.9607
No log	0.7409	386	0.7399	0.776	0.7399	0.8602
No log	0.7447	388	0.8734	0.7774	0.8734	0.9345
No log	0.7486	390	1.1757	0.6125	1.1757	1.0843
No log	0.7524	392	1.1407	0.6231	1.1407	1.0680
No log	0.7562	394	0.9501	0.6231	0.9501	0.9748
No log	0.7601	396	0.8515	0.5845	0.8515	0.9228
No log	0.7639	398	0.9319	0.6471	0.9319	0.9654
No log	0.7678	400	1.0503	0.6459	1.0503	1.0248
No log	0.7716	402	1.1928	0.6142	1.1928	1.0922
No log	0.7754	404	1.2134	0.6142	1.2134	1.1015
No log	0.7793	406	1.0246	0.7220	1.0246	1.0122
No log	0.7831	408	1.2295	0.6957	1.2295	1.1088
No log	0.7869	410	1.3089	0.6957	1.3089	1.1441
No log	0.7908	412	0.9123	0.7279	0.9123	0.9551
No log	0.7946	414	0.7389	0.6851	0.7389	0.8596
No log	0.7985	416	0.7481	0.7586	0.7481	0.8649
No log	0.8023	418	1.0451	0.6617	1.0451	1.0223
No log	0.8061	420	1.3213	0.5128	1.3213	1.1495
No log	0.8100	422	1.1304	0.4878	1.1304	1.0632
No log	0.8138	424	0.7179	0.7950	0.7179	0.8473
No log	0.8177	426	0.4798	0.7070	0.4798	0.6927
No log	0.8215	428	0.4884	0.7070	0.4884	0.6989
No log	0.8253	430	0.7006	0.7586	0.7006	0.8370
No log	0.8292	432	1.1433	0.7279	1.1433	1.0692
No log	0.8330	434	1.2250	0.7279	1.2250	1.1068
No log	0.8369	436	0.9136	0.7426	0.9136	0.9558
No log	0.8407	438	0.7366	0.6978	0.7366	0.8583
No log	0.8445	440	0.6116	0.7116	0.6116	0.7820
No log	0.8484	442	0.6202	0.7116	0.6202	0.7875
No log	0.8522	444	0.7291	0.7116	0.7291	0.8539
No log	0.8560	446	0.8650	0.6851	0.8650	0.9300
No log	0.8599	448	0.8570	0.6573	0.8570	0.9257
No log	0.8637	450	0.7121	0.6286	0.7121	0.8439
No log	0.8676	452	0.5480	0.6459	0.5480	0.7403
No log	0.8714	454	0.5175	0.6190	0.5175	0.7194
No log	0.8752	456	0.5745	0.7165	0.5745	0.7579
No log	0.8791	458	0.7986	0.6851	0.7986	0.8936
No log	0.8829	460	1.0190	0.7138	1.0190	1.0095
No log	0.8868	462	1.0921	0.7138	1.0921	1.0450
No log	0.8906	464	1.0462	0.7138	1.0462	1.0228
No log	0.8944	466	0.8301	0.6978	0.8301	0.9111
No log	0.8983	468	0.7669	0.6719	0.7669	0.8758
No log	0.9021	470	0.6351	0.6286	0.6351	0.7969
No log	0.9060	472	0.5565	0.6160	0.5565	0.7460
No log	0.9098	474	0.6044	0.6286	0.6044	0.7774
No log	0.9136	476	0.7420	0.776	0.7420	0.8614
No log	0.9175	478	0.7459	0.776	0.7459	0.8637
No log	0.9213	480	0.6868	0.7364	0.6868	0.8287
No log	0.9251	482	0.7618	0.776	0.7618	0.8728
No log	0.9290	484	0.8971	0.7586	0.8971	0.9471
No log	0.9328	486	0.8505	0.7586	0.8505	0.9222
No log	0.9367	488	0.8878	0.776	0.8878	0.9422
No log	0.9405	490	1.0217	0.7059	1.0217	1.0108
No log	0.9443	492	1.1521	0.4803	1.1521	1.0733
No log	0.9482	494	1.3060	0.5259	1.3060	1.1428
No log	0.9520	496	1.2791	0.5259	1.2791	1.1310
No log	0.9559	498	1.0093	0.7138	1.0093	1.0047
0.5151	0.9597	500	0.7940	0.6883	0.7940	0.8911
0.5151	0.9635	502	0.6974	0.6778	0.6974	0.8351
0.5151	0.9674	504	0.6817	0.6592	0.6817	0.8257
0.5151	0.9712	506	0.7627	0.6978	0.7627	0.8733
0.5151	0.9750	508	0.8530	0.6851	0.8530	0.9236
0.5151	0.9789	510	1.0832	0.75	1.0832	1.0408
0.5151	0.9827	512	1.2595	0.5821	1.2595	1.1223
0.5151	0.9866	514	1.2548	0.4979	1.2548	1.1202
0.5151	0.9904	516	1.0647	0.3000	1.0647	1.0319
0.5151	0.9942	518	0.8240	0.5625	0.8240	0.9077
0.5151	0.9981	520	0.6234	0.6051	0.6234	0.7896
0.5151	1.0019	522	0.5344	0.5767	0.5344	0.7310
0.5151	1.0058	524	0.5232	0.5767	0.5232	0.7233
0.5151	1.0096	526	0.6254	0.5377	0.6254	0.7908
0.5151	1.0134	528	0.9631	0.7287	0.9631	0.9814
0.5151	1.0173	530	1.2054	0.6715	1.2054	1.0979
0.5151	1.0211	532	1.2047	0.6715	1.2047	1.0976
0.5151	1.0250	534	0.9383	0.6691	0.9383	0.9687
0.5151	1.0288	536	0.6804	0.6286	0.6804	0.8248
0.5151	1.0326	538	0.6658	0.6286	0.6658	0.8160
0.5151	1.0365	540	0.6603	0.6286	0.6603	0.8126
0.5151	1.0403	542	0.7685	0.6719	0.7685	0.8766
0.5151	1.0441	544	0.8912	0.7449	0.8912	0.9440
0.5151	1.0480	546	0.8335	0.7449	0.8335	0.9130
0.5151	1.0518	548	0.7324	0.6286	0.7324	0.8558
0.5151	1.0557	550	0.6516	0.5812	0.6516	0.8072
0.5151	1.0595	552	0.5989	0.5919	0.5989	0.7739
0.5151	1.0633	554	0.7230	0.7116	0.7230	0.8503
0.5151	1.0672	556	0.9364	0.6805	0.9364	0.9677
0.5151	1.0710	558	1.1952	0.5370	1.1952	1.0932
0.5151	1.0749	560	1.2783	0.5039	1.2783	1.1306
0.5151	1.0787	562	1.1523	0.5103	1.1523	1.0735
0.5151	1.0825	564	0.8932	0.5962	0.8932	0.9451
0.5151	1.0864	566	0.6654	0.5746	0.6654	0.8157
0.5151	1.0902	568	0.5639	0.5746	0.5639	0.7509
0.5151	1.0940	570	0.5653	0.5051	0.5653	0.7519
0.5151	1.0979	572	0.6824	0.6061	0.6824	0.8261
0.5151	1.1017	574	0.9440	0.6500	0.9440	0.9716
0.5151	1.1056	576	0.9825	0.6936	0.9825	0.9912
0.5151	1.1094	578	0.7825	0.7482	0.7825	0.8846
0.5151	1.1132	580	0.6188	0.6719	0.6188	0.7866
0.5151	1.1171	582	0.5885	0.6719	0.5885	0.7671
0.5151	1.1209	584	0.6588	0.5291	0.6588	0.8117
0.5151	1.1248	586	0.8716	0.7034	0.8716	0.9336
0.5151	1.1286	588	1.0197	0.6111	1.0197	1.0098
0.5151	1.1324	590	1.0057	0.7131	1.0057	1.0028
0.5151	1.1363	592	0.8433	0.7034	0.8433	0.9183
0.5151	1.1401	594	0.7442	0.7034	0.7442	0.8626
0.5151	1.1440	596	0.7225	0.6719	0.7225	0.8500
0.5151	1.1478	598	0.7552	0.7034	0.7552	0.8690
0.5151	1.1516	600	0.9891	0.7287	0.9891	0.9946
0.5151	1.1555	602	1.2824	0.6525	1.2824	1.1324
0.5151	1.1593	604	1.2400	0.6525	1.2400	1.1136
0.5151	1.1631	606	1.2422	0.5591	1.2422	1.1145
0.5151	1.1670	608	1.0750	0.7386	1.0750	1.0368
0.5151	1.1708	610	0.8373	0.6578	0.8373	0.9150
0.5151	1.1747	612	0.6014	0.5377	0.6014	0.7755
0.5151	1.1785	614	0.5291	0.6026	0.5291	0.7274
0.5151	1.1823	616	0.5908	0.6375	0.5908	0.7686
0.5151	1.1862	618	0.8502	0.7449	0.8502	0.9221
0.5151	1.1900	620	1.2058	0.7445	1.2058	1.0981
0.5151	1.1939	622	1.1933	0.7445	1.1933	1.0924
0.5151	1.1977	624	0.9319	0.7449	0.9319	0.9653
0.5151	1.2015	626	0.7362	0.6207	0.7362	0.8580
0.5151	1.2054	628	0.7389	0.6207	0.7389	0.8596
0.5151	1.2092	630	0.8475	0.6075	0.8475	0.9206
0.5151	1.2131	632	1.0092	0.7449	1.0092	1.0046
0.5151	1.2169	634	1.0681	0.6557	1.0681	1.0335
0.5151	1.2207	636	1.0233	0.7449	1.0233	1.0116
0.5151	1.2246	638	1.0007	0.7287	1.0007	1.0003
0.5151	1.2284	640	0.8820	0.7449	0.8820	0.9392
0.5151	1.2322	642	0.8489	0.7449	0.8489	0.9213
0.5151	1.2361	644	0.8288	0.7449	0.8288	0.9104
0.5151	1.2399	646	0.6800	0.6286	0.6800	0.8246
0.5151	1.2438	648	0.6316	0.5812	0.6316	0.7947
0.5151	1.2476	650	0.6690	0.6719	0.6690	0.8179
0.5151	1.2514	652	0.7381	0.6978	0.7381	0.8591
0.5151	1.2553	654	0.8160	0.6978	0.8160	0.9033
0.5151	1.2591	656	0.8150	0.7390	0.8150	0.9028
0.5151	1.2630	658	0.8508	0.7390	0.8508	0.9224
0.5151	1.2668	660	0.8042	0.7123	0.8042	0.8968
0.5151	1.2706	662	0.6958	0.7390	0.6958	0.8341
0.5151	1.2745	664	0.6557	0.6978	0.6557	0.8098
0.5151	1.2783	666	0.6316	0.7390	0.6316	0.7947
0.5151	1.2821	668	0.6758	0.7308	0.6758	0.8220
0.5151	1.2860	670	0.5785	0.6216	0.5785	0.7606
0.5151	1.2898	672	0.4972	0.5704	0.4972	0.7051
0.5151	1.2937	674	0.5060	0.5704	0.5060	0.7114
0.5151	1.2975	676	0.5713	0.5825	0.5713	0.7558
0.5151	1.3013	678	0.7269	0.6711	0.7269	0.8526
0.5151	1.3052	680	0.8853	0.6997	0.8853	0.9409
0.5151	1.3090	682	0.9393	0.7552	0.9393	0.9692
0.5151	1.3129	684	0.7691	0.72	0.7691	0.8770
0.5151	1.3167	686	0.5563	0.5817	0.5563	0.7459
0.5151	1.3205	688	0.4468	0.5576	0.4468	0.6684
0.5151	1.3244	690	0.4374	0.6111	0.4374	0.6614
0.5151	1.3282	692	0.4967	0.6283	0.4967	0.7047
0.5151	1.3321	694	0.6194	0.7364	0.6194	0.7870
0.5151	1.3359	696	0.7051	0.7586	0.7051	0.8397
0.5151	1.3397	698	0.9315	0.7287	0.9315	0.9651
0.5151	1.3436	700	0.9986	0.7287	0.9986	0.9993
0.5151	1.3474	702	0.8580	0.7287	0.8580	0.9263
0.5151	1.3512	704	0.6266	0.6930	0.6266	0.7916
0.5151	1.3551	706	0.4778	0.7009	0.4778	0.6912
0.5151	1.3589	708	0.4370	0.6423	0.4370	0.6611
0.5151	1.3628	710	0.4821	0.7021	0.4821	0.6943
0.5151	1.3666	712	0.6580	0.7586	0.6580	0.8111
0.5151	1.3704	714	0.7447	0.7586	0.7447	0.8630
0.5151	1.3743	716	0.6761	0.7586	0.6761	0.8222
0.5151	1.3781	718	0.5800	0.6930	0.5800	0.7616
0.5151	1.3820	720	0.5988	0.6452	0.5988	0.7738
0.5151	1.3858	722	0.7025	0.6351	0.7025	0.8382
0.5151	1.3896	724	0.8861	0.7386	0.8861	0.9413
0.5151	1.3935	726	0.9254	0.7059	0.9254	0.9620
0.5151	1.3973	728	0.7830	0.6635	0.7830	0.8849
0.5151	1.4012	730	0.6706	0.6602	0.6706	0.8189
0.5151	1.4050	732	0.6504	0.6452	0.6504	0.8064
0.5151	1.4088	734	0.7472	0.7627	0.7472	0.8644
0.5151	1.4127	736	0.9567	0.6723	0.9567	0.9781
0.5151	1.4165	738	0.9408	0.7529	0.9408	0.9699
0.5151	1.4203	740	0.7317	0.8016	0.7317	0.8554
0.5151	1.4242	742	0.5636	0.6930	0.5636	0.7507
0.5151	1.4280	744	0.5852	0.6602	0.5852	0.7650
0.5151	1.4319	746	0.7242	0.6635	0.7242	0.8510
0.5151	1.4357	748	0.8891	0.6875	0.8891	0.9429
0.5151	1.4395	750	0.9540	0.6875	0.9540	0.9767
0.5151	1.4434	752	0.9712	0.6875	0.9712	0.9855
0.5151	1.4472	754	0.8341	0.7565	0.8341	0.9133
0.5151	1.4511	756	0.6182	0.7364	0.6182	0.7863
0.5151	1.4549	758	0.5265	0.6930	0.5265	0.7256
0.5151	1.4587	760	0.4894	0.7107	0.4894	0.6996
0.5151	1.4626	762	0.5816	0.776	0.5816	0.7626
0.5151	1.4664	764	0.6097	0.776	0.6097	0.7808
0.5151	1.4702	766	0.7230	0.7586	0.7230	0.8503
0.5151	1.4741	768	0.9799	0.7941	0.9799	0.9899
0.5151	1.4779	770	1.0232	0.7222	1.0232	1.0115
0.5151	1.4818	772	0.7953	0.7529	0.7953	0.8918
0.5151	1.4856	774	0.5396	0.6667	0.5396	0.7346
0.5151	1.4894	776	0.4743	0.5882	0.4743	0.6887
0.5151	1.4933	778	0.4877	0.6169	0.4877	0.6983
0.5151	1.4971	780	0.5616	0.7364	0.5616	0.7494
0.5151	1.5010	782	0.6671	0.7586	0.6671	0.8168
0.5151	1.5048	784	0.6296	0.7586	0.6296	0.7935
0.5151	1.5086	786	0.6729	0.7941	0.6729	0.8203
0.5151	1.5125	788	0.7570	0.7658	0.7570	0.8700
0.5151	1.5163	790	0.8619	0.7658	0.8619	0.9284
0.5151	1.5202	792	0.7533	0.7658	0.7533	0.8679
0.5151	1.5240	794	0.5587	0.6930	0.5587	0.7474
0.5151	1.5278	796	0.4360	0.6169	0.4360	0.6603
0.5151	1.5317	798	0.4212	0.6169	0.4212	0.6490
0.5151	1.5355	800	0.4787	0.6051	0.4787	0.6919
0.5151	1.5393	802	0.6129	0.6452	0.6129	0.7829
0.5151	1.5432	804	0.8161	0.7705	0.8161	0.9034
0.5151	1.5470	806	0.9034	0.7895	0.9034	0.9505
0.5151	1.5509	808	0.8458	0.7529	0.8458	0.9197
0.5151	1.5547	810	0.6845	0.776	0.6845	0.8274
0.5151	1.5585	812	0.5838	0.776	0.5838	0.7641
0.5151	1.5624	814	0.5736	0.776	0.5736	0.7574
0.5151	1.5662	816	0.6750	0.7586	0.6750	0.8216
0.5151	1.5701	818	0.7025	0.7426	0.7025	0.8381
0.5151	1.5739	820	0.7778	0.7426	0.7778	0.8819
0.5151	1.5777	822	0.8225	0.7774	0.8225	0.9069
0.5151	1.5816	824	0.7472	0.7426	0.7472	0.8644
0.5151	1.5854	826	0.6106	0.7442	0.6106	0.7814
0.5151	1.5893	828	0.5185	0.7442	0.5185	0.7201
0.5151	1.5931	830	0.4986	0.7442	0.4986	0.7061
0.5151	1.5969	832	0.5076	0.7442	0.5076	0.7125
0.5151	1.6008	834	0.5344	0.7042	0.5344	0.7310
0.5151	1.6046	836	0.6418	0.776	0.6418	0.8011
0.5151	1.6084	838	0.8397	0.7586	0.8397	0.9164
0.5151	1.6123	840	0.9492	0.7138	0.9492	0.9743
0.5151	1.6161	842	0.9422	0.7138	0.9422	0.9707
0.5151	1.6200	844	0.7942	0.7586	0.7942	0.8912
0.5151	1.6238	846	0.6140	0.776	0.6140	0.7836
0.5151	1.6276	848	0.5609	0.7042	0.5609	0.7489
0.5151	1.6315	850	0.5781	0.7442	0.5781	0.7604
0.5151	1.6353	852	0.6572	0.6978	0.6572	0.8107
0.5151	1.6392	854	0.6407	0.6978	0.6407	0.8004
0.5151	1.6430	856	0.5795	0.7442	0.5795	0.7612
0.5151	1.6468	858	0.4829	0.7021	0.4829	0.6949
0.5151	1.6507	860	0.4829	0.7021	0.4829	0.6949
0.5151	1.6545	862	0.5050	0.7290	0.5050	0.7107
0.5151	1.6583	864	0.5682	0.7442	0.5682	0.7538
0.5151	1.6622	866	0.5495	0.7442	0.5495	0.7413
0.5151	1.6660	868	0.5710	0.7442	0.5710	0.7556
0.5151	1.6699	870	0.6215	0.7308	0.6215	0.7884
0.5151	1.6737	872	0.5982	0.7364	0.5982	0.7735
0.5151	1.6775	874	0.5789	0.6930	0.5789	0.7609
0.5151	1.6814	876	0.5343	0.6602	0.5343	0.7310
0.5151	1.6852	878	0.5990	0.7097	0.5990	0.7739
0.5151	1.6891	880	0.6299	0.7364	0.6299	0.7937
0.5151	1.6929	882	0.5931	0.776	0.5931	0.7702
0.5151	1.6967	884	0.5165	0.7640	0.5165	0.7187
0.5151	1.7006	886	0.4463	0.7518	0.4463	0.6681
0.5151	1.7044	888	0.4810	0.7926	0.4810	0.6935
0.5151	1.7083	890	0.4312	0.8151	0.4312	0.6567
0.5151	1.7121	892	0.4287	0.8151	0.4287	0.6547
0.5151	1.7159	894	0.4459	0.8293	0.4459	0.6677
0.5151	1.7198	896	0.4154	0.8293	0.4154	0.6445
0.5151	1.7236	898	0.4895	0.8121	0.4895	0.6996
0.5151	1.7274	900	0.6570	0.7864	0.6570	0.8106
0.5151	1.7313	902	0.6939	0.7287	0.6939	0.8330
0.5151	1.7351	904	0.5653	0.776	0.5653	0.7518
0.5151	1.7390	906	0.4142	0.6419	0.4142	0.6436
0.5151	1.7428	908	0.3718	0.6147	0.3718	0.6097
0.5151	1.7466	910	0.4014	0.6903	0.4014	0.6335
0.5151	1.7505	912	0.5373	0.7926	0.5373	0.7330
0.5151	1.7543	914	0.5741	0.7482	0.5741	0.7577
0.5151	1.7582	916	0.4576	0.7926	0.4576	0.6765
0.5151	1.7620	918	0.3691	0.7154	0.3691	0.6075
0.5151	1.7658	920	0.3666	0.6540	0.3666	0.6055
0.5151	1.7697	922	0.4594	0.8069	0.4594	0.6778
0.5151	1.7735	924	0.6672	0.7864	0.6672	0.8168
0.5151	1.7774	926	0.7735	0.7712	0.7735	0.8795
0.5151	1.7812	928	0.7531	0.7712	0.7531	0.8678
0.5151	1.7850	930	0.6552	0.7712	0.6552	0.8094
0.5151	1.7889	932	0.5408	0.7864	0.5408	0.7354
0.5151	1.7927	934	0.4922	0.7805	0.4922	0.7016
0.5151	1.7965	936	0.5171	0.7805	0.5171	0.7191
0.5151	1.8004	938	0.5907	0.776	0.5907	0.7686
0.5151	1.8042	940	0.5940	0.776	0.5940	0.7707
0.5151	1.8081	942	0.5576	0.6930	0.5576	0.7467
0.5151	1.8119	944	0.6183	0.776	0.6183	0.7863
0.5151	1.8157	946	0.6647	0.776	0.6647	0.8153
0.5151	1.8196	948	0.6435	0.776	0.6435	0.8022
0.5151	1.8234	950	0.5009	0.7490	0.5009	0.7077
0.5151	1.8273	952	0.3949	0.6540	0.3949	0.6284
0.5151	1.8311	954	0.3945	0.6111	0.3945	0.6281
0.5151	1.8349	956	0.4698	0.6016	0.4698	0.6855
0.5151	1.8388	958	0.6296	0.776	0.6296	0.7935
0.5151	1.8426	960	0.6584	0.776	0.6584	0.8114
0.5151	1.8464	962	0.5364	0.6698	0.5364	0.7324
0.5151	1.8503	964	0.4303	0.6147	0.4303	0.6560
0.5151	1.8541	966	0.4175	0.6111	0.4175	0.6461
0.5151	1.8580	968	0.4727	0.6638	0.4727	0.6875
0.5151	1.8618	970	0.6393	0.776	0.6393	0.7995
0.5151	1.8656	972	0.8438	0.75	0.8438	0.9186
0.5151	1.8695	974	1.0624	0.7726	1.0624	1.0307
0.5151	1.8733	976	1.0188	0.7726	1.0188	1.0094
0.5151	1.8772	978	0.7964	0.6578	0.7964	0.8924
0.5151	1.8810	980	0.5451	0.6051	0.5451	0.7383
0.5151	1.8848	982	0.4547	0.6379	0.4547	0.6743
0.5151	1.8887	984	0.4044	0.6111	0.4044	0.6359
0.5151	1.8925	986	0.3989	0.6111	0.3989	0.6316
0.5151	1.8964	988	0.4356	0.6540	0.4356	0.6600
0.5151	1.9002	990	0.5457	0.7237	0.5457	0.7387
0.5151	1.9040	992	0.6906	0.7864	0.6906	0.8310
0.5151	1.9079	994	0.8121	0.7879	0.8121	0.9012
0.5151	1.9117	996	0.7496	0.8133	0.7496	0.8658
0.5151	1.9155	998	0.5820	0.7986	0.5820	0.7629
0.1845	1.9194	1000	0.4231	0.7083	0.4231	0.6504
0.1845	1.9232	1002	0.3664	0.6617	0.3664	0.6053
0.1845	1.9271	1004	0.3672	0.6617	0.3672	0.6060
0.1845	1.9309	1006	0.4531	0.7083	0.4531	0.6731
0.1845	1.9347	1008	0.5814	0.7864	0.5814	0.7625
0.1845	1.9386	1010	0.6907	0.7586	0.6907	0.8311
0.1845	1.9424	1012	0.7838	0.7287	0.7838	0.8853
0.1845	1.9463	1014	0.8375	0.7287	0.8375	0.9152
0.1845	1.9501	1016	0.7326	0.7034	0.7326	0.8559
0.1845	1.9539	1018	0.6632	0.6930	0.6632	0.8144
0.1845	1.9578	1020	0.6018	0.6602	0.6018	0.7758
0.1845	1.9616	1022	0.4934	0.6638	0.4934	0.7024
0.1845	1.9655	1024	0.4659	0.6638	0.4659	0.6825
0.1845	1.9693	1026	0.4515	0.6638	0.4515	0.6719
0.1845	1.9731	1028	0.4187	0.6540	0.4187	0.6471
0.1845	1.9770	1030	0.4055	0.6540	0.4055	0.6368
0.1845	1.9808	1032	0.4536	0.7298	0.4536	0.6735
0.1845	1.9846	1034	0.5453	0.7640	0.5453	0.7385
0.1845	1.9885	1036	0.6492	0.7640	0.6492	0.8057
0.1845	1.9923	1038	0.6872	0.7482	0.6872	0.8290
0.1845	1.9962	1040	0.6792	0.7482	0.6792	0.8241
0.1845	2.0	1042	0.5617	0.8028	0.5617	0.7495
0.1845	2.0038	1044	0.4461	0.7298	0.4461	0.6679
0.1845	2.0077	1046	0.4033	0.7354	0.4033	0.6351
0.1845	2.0115	1048	0.4387	0.6934	0.4387	0.6623
0.1845	2.0154	1050	0.5288	0.7971	0.5288	0.7272
0.1845	2.0192	1052	0.6746	0.7482	0.6746	0.8214
0.1845	2.0230	1054	0.7640	0.72	0.7640	0.8741
0.1845	2.0269	1056	0.7396	0.72	0.7396	0.8600
0.1845	2.0307	1058	0.6675	0.7482	0.6675	0.8170
0.1845	2.0345	1060	0.5070	0.7742	0.5070	0.7121
0.1845	2.0384	1062	0.4141	0.6540	0.4141	0.6435
0.1845	2.0422	1064	0.3956	0.6573	0.3956	0.6290
0.1845	2.0461	1066	0.4177	0.6936	0.4177	0.6463
0.1845	2.0499	1068	0.4705	0.7331	0.4705	0.6859
0.1845	2.0537	1070	0.6116	0.7358	0.6116	0.7821
0.1845	2.0576	1072	0.7249	0.8170	0.7249	0.8514
0.1845	2.0614	1074	0.7198	0.8170	0.7198	0.8484
0.1845	2.0653	1076	0.6382	0.7864	0.6382	0.7989
0.1845	2.0691	1078	0.5629	0.7692	0.5629	0.7503
0.1845	2.0729	1080	0.5697	0.7328	0.5697	0.7548
0.1845	2.0768	1082	0.4995	0.7083	0.4995	0.7067
0.1845	2.0806	1084	0.4582	0.7083	0.4582	0.6769
0.1845	2.0845	1086	0.4539	0.6831	0.4539	0.6737
0.1845	2.0883	1088	0.5287	0.7328	0.5287	0.7271
0.1845	2.0921	1090	0.5844	0.7864	0.5844	0.7644
0.1845	2.0960	1092	0.6590	0.7864	0.6590	0.8118
0.1845	2.0998	1094	0.6770	0.7864	0.6770	0.8228
0.1845	2.1036	1096	0.5902	0.7864	0.5902	0.7682
0.1845	2.1075	1098	0.5403	0.7328	0.5403	0.7351
0.1845	2.1113	1100	0.5679	0.7328	0.5679	0.7536
0.1845	2.1152	1102	0.6529	0.7266	0.6529	0.8080
0.1845	2.1190	1104	0.6187	0.7266	0.6187	0.7866
0.1845	2.1228	1106	0.5922	0.7266	0.5922	0.7695
0.1845	2.1267	1108	0.5291	0.7692	0.5291	0.7274
0.1845	2.1305	1110	0.4523	0.6807	0.4523	0.6725
0.1845	2.1344	1112	0.4298	0.6934	0.4298	0.6556
0.1845	2.1382	1114	0.4254	0.6111	0.4254	0.6523
0.1845	2.1420	1116	0.4465	0.6540	0.4465	0.6682
0.1845	2.1459	1118	0.5396	0.7692	0.5396	0.7346
0.1845	2.1497	1120	0.6002	0.7482	0.6002	0.7747
0.1845	2.1536	1122	0.6728	0.7482	0.6728	0.8202
0.1845	2.1574	1124	0.6186	0.7535	0.6186	0.7865
0.1845	2.1612	1126	0.5243	0.7103	0.5243	0.7241
0.1845	2.1651	1128	0.4133	0.6540	0.4133	0.6429
0.1845	2.1689	1130	0.3832	0.6397	0.3832	0.6191
0.1845	2.1727	1132	0.3781	0.6397	0.3781	0.6149
0.1845	2.1766	1134	0.4048	0.6111	0.4048	0.6362
0.1845	2.1804	1136	0.5126	0.7328	0.5126	0.7160
0.1845	2.1843	1138	0.6423	0.7986	0.6423	0.8014
0.1845	2.1881	1140	0.6545	0.7586	0.6545	0.8090
0.1845	2.1919	1142	0.5924	0.776	0.5924	0.7697
0.1845	2.1958	1144	0.5232	0.6930	0.5232	0.7233
0.1845	2.1996	1146	0.4537	0.6169	0.4537	0.6736
0.1845	2.2035	1148	0.4541	0.7175	0.4541	0.6739
0.1845	2.2073	1150	0.5604	0.7510	0.5604	0.7486
0.1845	2.2111	1152	0.7344	0.7586	0.7344	0.8570
0.1845	2.2150	1154	0.7623	0.7586	0.7623	0.8731
0.1845	2.2188	1156	0.6561	0.7348	0.6561	0.8100
0.1845	2.2226	1158	0.5172	0.7535	0.5172	0.7192
0.1845	2.2265	1160	0.4166	0.7742	0.4166	0.6455
0.1845	2.2303	1162	0.4004	0.7549	0.4004	0.6327
0.1845	2.2342	1164	0.4575	0.7083	0.4575	0.6764
0.1845	2.2380	1166	0.5499	0.7364	0.5499	0.7415
0.1845	2.2418	1168	0.6554	0.7449	0.6554	0.8096
0.1845	2.2457	1170	0.7860	0.7529	0.7860	0.8866
0.1845	2.2495	1172	0.8029	0.7368	0.8029	0.8961
0.1845	2.2534	1174	0.7019	0.7287	0.7019	0.8378
0.1845	2.2572	1176	0.5166	0.8151	0.5166	0.7188
0.1845	2.2610	1178	0.4031	0.6540	0.4031	0.6349
0.1845	2.2649	1180	0.3986	0.6540	0.3986	0.6314
0.1845	2.2687	1182	0.4747	0.7795	0.4747	0.6890
0.1845	2.2726	1184	0.6504	0.6883	0.6504	0.8065
0.1845	2.2764	1186	0.8079	0.7222	0.8079	0.8988
0.1845	2.2802	1188	0.8483	0.7222	0.8483	0.9210
0.1845	2.2841	1190	0.7558	0.6805	0.7558	0.8694
0.1845	2.2879	1192	0.5782	0.7364	0.5782	0.7604
0.1845	2.2917	1194	0.4757	0.7407	0.4757	0.6897
0.1845	2.2956	1196	0.4292	0.6723	0.4292	0.6551
0.1845	2.2994	1198	0.4224	0.6723	0.4224	0.6499
0.1845	2.3033	1200	0.3922	0.6723	0.3922	0.6263
0.1845	2.3071	1202	0.4081	0.6008	0.4081	0.6389
0.1845	2.3109	1204	0.4644	0.7004	0.4644	0.6814
0.1845	2.3148	1206	0.6109	0.7758	0.6109	0.7816
0.1845	2.3186	1208	0.7181	0.7287	0.7181	0.8474
0.1845	2.3225	1210	0.7492	0.7658	0.7492	0.8656
0.1845	2.3263	1212	0.7286	0.7287	0.7286	0.8536
0.1845	2.3301	1214	0.6124	0.7364	0.6124	0.7826
0.1845	2.3340	1216	0.4827	0.6026	0.4827	0.6947
0.1845	2.3378	1218	0.4291	0.6147	0.4291	0.6550
0.1845	2.3417	1220	0.4385	0.6500	0.4385	0.6622
0.1845	2.3455	1222	0.5156	0.7328	0.5156	0.7181
0.1845	2.3493	1224	0.6016	0.7758	0.6016	0.7756
0.1845	2.3532	1226	0.5780	0.8121	0.5780	0.7603
0.1845	2.3570	1228	0.5626	0.8121	0.5626	0.7500
0.1845	2.3608	1230	0.5749	0.8121	0.5749	0.7582
0.1845	2.3647	1232	0.6650	0.7864	0.6650	0.8155
0.1845	2.3685	1234	0.6896	0.7482	0.6896	0.8304
0.1845	2.3724	1236	0.6758	0.7482	0.6758	0.8221
0.1845	2.3762	1238	0.6608	0.7864	0.6608	0.8129
0.1845	2.3800	1240	0.5699	0.7864	0.5699	0.7549
0.1845	2.3839	1242	0.5097	0.8293	0.5097	0.7139
0.1845	2.3877	1244	0.5319	0.8028	0.5319	0.7293
0.1845	2.3916	1246	0.6213	0.7864	0.6213	0.7882
0.1845	2.3954	1248	0.6486	0.8170	0.6486	0.8054
0.1845	2.3992	1250	0.5573	0.7864	0.5573	0.7465
0.1845	2.4031	1252	0.4443	0.6423	0.4443	0.6666
0.1845	2.4069	1254	0.4068	0.6423	0.4068	0.6378
0.1845	2.4107	1256	0.4346	0.7742	0.4346	0.6592
0.1845	2.4146	1258	0.5174	0.8121	0.5174	0.7193
0.1845	2.4184	1260	0.5915	0.7482	0.5915	0.7691
0.1845	2.4223	1262	0.7220	0.7941	0.7220	0.8497
0.1845	2.4261	1264	0.8386	0.7774	0.8386	0.9158
0.1845	2.4299	1266	0.8349	0.7774	0.8349	0.9137
0.1845	2.4338	1268	0.6947	0.7941	0.6947	0.8335
0.1845	2.4376	1270	0.5540	0.7758	0.5540	0.7443
0.1845	2.4415	1272	0.5202	0.7926	0.5202	0.7213
0.1845	2.4453	1274	0.5129	0.7926	0.5129	0.7162
0.1845	2.4491	1276	0.5439	0.7544	0.5439	0.7375
0.1845	2.4530	1278	0.5239	0.7429	0.5239	0.7238
0.1845	2.4568	1280	0.4482	0.7342	0.4482	0.6695
0.1845	2.4607	1282	0.4336	0.7742	0.4336	0.6585
0.1845	2.4645	1284	0.5228	0.7820	0.5228	0.7231
0.1845	2.4683	1286	0.5950	0.7820	0.5950	0.7714
0.1845	2.4722	1288	0.7293	0.7667	0.7293	0.8540
0.1845	2.4760	1290	0.6953	0.7820	0.6953	0.8338
0.1845	2.4798	1292	0.5838	0.7820	0.5838	0.7641
0.1845	2.4837	1294	0.4790	0.7482	0.4790	0.6921
0.1845	2.4875	1296	0.4260	0.6751	0.4260	0.6527
0.1845	2.4914	1298	0.4355	0.6547	0.4355	0.6599
0.1845	2.4952	1300	0.5018	0.7009	0.5018	0.7084
0.1845	2.4990	1302	0.5827	0.7116	0.5827	0.7634
0.1845	2.5029	1304	0.5805	0.6719	0.5805	0.7619
0.1845	2.5067	1306	0.5632	0.7009	0.5632	0.7505
0.1845	2.5106	1308	0.5016	0.6038	0.5016	0.7082
0.1845	2.5144	1310	0.4256	0.6038	0.4256	0.6524
0.1845	2.5182	1312	0.4150	0.6419	0.4150	0.6442
0.1845	2.5221	1314	0.4388	0.6038	0.4388	0.6624
0.1845	2.5259	1316	0.5111	0.7009	0.5111	0.7149
0.1845	2.5298	1318	0.6042	0.6719	0.6042	0.7773
0.1845	2.5336	1320	0.5951	0.6857	0.5951	0.7714
0.1845	2.5374	1322	0.4979	0.7009	0.4979	0.7057
0.1845	2.5413	1324	0.4076	0.6016	0.4076	0.6384
0.1845	2.5451	1326	0.3879	0.6016	0.3879	0.6228
0.1845	2.5489	1328	0.4103	0.6459	0.4103	0.6406
0.1845	2.5528	1330	0.4717	0.7342	0.4717	0.6868
0.1845	2.5566	1332	0.5378	0.7482	0.5378	0.7333
0.1845	2.5605	1334	0.5611	0.7482	0.5611	0.7490
0.1845	2.5643	1336	0.5667	0.7482	0.5667	0.7528
0.1845	2.5681	1338	0.6018	0.7482	0.6018	0.7758
0.1845	2.5720	1340	0.6053	0.7482	0.6053	0.7780
0.1845	2.5758	1342	0.6237	0.7482	0.6237	0.7898
0.1845	2.5797	1344	0.6179	0.7482	0.6179	0.7861
0.1845	2.5835	1346	0.5692	0.7758	0.5692	0.7544
0.1845	2.5873	1348	0.4908	0.7697	0.4908	0.7006
0.1845	2.5912	1350	0.4966	0.7697	0.4966	0.7047
0.1845	2.5950	1352	0.5579	0.7758	0.5579	0.7469
0.1845	2.5988	1354	0.5942	0.7758	0.5942	0.7708
0.1845	2.6027	1356	0.5663	0.7758	0.5663	0.7525
0.1845	2.6065	1358	0.4814	0.7692	0.4814	0.6938
0.1845	2.6104	1360	0.4156	0.6459	0.4156	0.6447
0.1845	2.6142	1362	0.4284	0.7083	0.4284	0.6545
0.1845	2.6180	1364	0.4276	0.7083	0.4276	0.6539
0.1845	2.6219	1366	0.4369	0.7083	0.4369	0.6610
0.1845	2.6257	1368	0.5039	0.8108	0.5039	0.7099
0.1845	2.6296	1370	0.5983	0.7926	0.5983	0.7735
0.1845	2.6334	1372	0.5855	0.7926	0.5855	0.7652
0.1845	2.6372	1374	0.4839	0.8108	0.4839	0.6956
0.1845	2.6411	1376	0.4011	0.7910	0.4011	0.6333
0.1845	2.6449	1378	0.4235	0.8108	0.4235	0.6507
0.1845	2.6488	1380	0.5104	0.8108	0.5104	0.7144
0.1845	2.6526	1382	0.6489	0.7820	0.6489	0.8055
0.1845	2.6564	1384	0.6288	0.7640	0.6288	0.7930
0.1845	2.6603	1386	0.6165	0.7812	0.6165	0.7852
0.1845	2.6641	1388	0.5534	0.7429	0.5534	0.7439
0.1845	2.6679	1390	0.5192	0.7429	0.5192	0.7206
0.1845	2.6718	1392	0.5217	0.7429	0.5217	0.7223
0.1845	2.6756	1394	0.5159	0.7429	0.5159	0.7183
0.1845	2.6795	1396	0.4850	0.7863	0.4850	0.6964
0.1845	2.6833	1398	0.4888	0.7863	0.4888	0.6992
0.1845	2.6871	1400	0.4380	0.7795	0.4380	0.6618
0.1845	2.6910	1402	0.4356	0.7795	0.4356	0.6600
0.1845	2.6948	1404	0.4138	0.7795	0.4138	0.6433
0.1845	2.6987	1406	0.3867	0.7795	0.3867	0.6219
0.1845	2.7025	1408	0.4148	0.8151	0.4148	0.6441
0.1845	2.7063	1410	0.4485	0.8478	0.4485	0.6697
0.1845	2.7102	1412	0.4263	0.8478	0.4263	0.6529
0.1845	2.7140	1414	0.4566	0.8293	0.4566	0.6757
0.1845	2.7179	1416	0.5129	0.8293	0.5129	0.7162
0.1845	2.7217	1418	0.4755	0.8293	0.4755	0.6896
0.1845	2.7255	1420	0.4790	0.8293	0.4790	0.6921
0.1845	2.7294	1422	0.5489	0.8028	0.5489	0.7408
0.1845	2.7332	1424	0.6232	0.8028	0.6232	0.7895
0.1845	2.7370	1426	0.5688	0.8028	0.5688	0.7542
0.1845	2.7409	1428	0.4731	0.7623	0.4731	0.6878
0.1845	2.7447	1430	0.3919	0.7154	0.3919	0.6260
0.1845	2.7486	1432	0.3663	0.6573	0.3663	0.6052
0.1845	2.7524	1434	0.3742	0.6936	0.3742	0.6117
0.1845	2.7562	1436	0.4267	0.6934	0.4267	0.6532
0.1845	2.7601	1438	0.5459	0.7640	0.5459	0.7388
0.1845	2.7639	1440	0.6071	0.7640	0.6071	0.7792
0.1845	2.7678	1442	0.5618	0.7640	0.5618	0.7495
0.1845	2.7716	1444	0.4534	0.7910	0.4534	0.6733
0.1845	2.7754	1446	0.4062	0.6934	0.4062	0.6374
0.1845	2.7793	1448	0.4226	0.7549	0.4226	0.6501
0.1845	2.7831	1450	0.5094	0.7640	0.5094	0.7137
0.1845	2.7869	1452	0.6280	0.7640	0.6280	0.7924
0.1845	2.7908	1454	0.6618	0.7348	0.6618	0.8135
0.1845	2.7946	1456	0.6803	0.7348	0.6803	0.8248
0.1845	2.7985	1458	0.6565	0.7640	0.6565	0.8103
0.1845	2.8023	1460	0.5580	0.7640	0.5580	0.7470
0.1845	2.8061	1462	0.4281	0.7490	0.4281	0.6543
0.1845	2.8100	1464	0.3610	0.7605	0.3610	0.6009
0.1845	2.8138	1466	0.3502	0.7605	0.3502	0.5918
0.1845	2.8177	1468	0.3718	0.7549	0.3718	0.6097
0.1845	2.8215	1470	0.3994	0.7083	0.3994	0.6320
0.1845	2.8253	1472	0.4585	0.7328	0.4585	0.6771
0.1845	2.8292	1474	0.5336	0.7640	0.5336	0.7305
0.1845	2.8330	1476	0.5845	0.776	0.5845	0.7645
0.1845	2.8369	1478	0.5571	0.776	0.5571	0.7464
0.1845	2.8407	1480	0.5263	0.7364	0.5263	0.7255
0.1845	2.8445	1482	0.4916	0.7097	0.4916	0.7012
0.1845	2.8484	1484	0.4672	0.7455	0.4672	0.6835
0.1845	2.8522	1486	0.4654	0.7879	0.4654	0.6822
0.1845	2.8560	1488	0.5331	0.7544	0.5331	0.7301
0.1845	2.8599	1490	0.6054	0.776	0.6054	0.7781
0.1845	2.8637	1492	0.5817	0.776	0.5817	0.7627
0.1845	2.8676	1494	0.4616	0.7742	0.4616	0.6794
0.1845	2.8714	1496	0.3740	0.7083	0.3740	0.6115
0.1845	2.8752	1498	0.3336	0.6723	0.3336	0.5776
0.1278	2.8791	1500	0.3160	0.6723	0.3160	0.5621
0.1278	2.8829	1502	0.3426	0.6723	0.3426	0.5854
0.1278	2.8868	1504	0.4348	0.7490	0.4348	0.6594
0.1278	2.8906	1506	0.5240	0.7568	0.5240	0.7239
0.1278	2.8944	1508	0.5873	0.7986	0.5873	0.7663
0.1278	2.8983	1510	0.5495	0.7926	0.5495	0.7413
0.1278	2.9021	1512	0.4497	0.7490	0.4497	0.6706
0.1278	2.9060	1514	0.4043	0.6638	0.4043	0.6358
0.1278	2.9098	1516	0.3963	0.6638	0.3963	0.6295
0.1278	2.9136	1518	0.4156	0.6638	0.4156	0.6447
0.1278	2.9175	1520	0.5001	0.7328	0.5001	0.7072
0.1278	2.9213	1522	0.5339	0.776	0.5339	0.7307
0.1278	2.9251	1524	0.5637	0.776	0.5637	0.7508
0.1278	2.9290	1526	0.5959	0.776	0.5959	0.7719
0.1278	2.9328	1528	0.5489	0.776	0.5489	0.7409
0.1278	2.9367	1530	0.4788	0.7429	0.4788	0.6919
0.1278	2.9405	1532	0.4490	0.7490	0.4490	0.6700
0.1278	2.9443	1534	0.4561	0.7607	0.4561	0.6754
0.1278	2.9482	1536	0.4781	0.7568	0.4781	0.6915
0.1278	2.9520	1538	0.5373	0.7640	0.5373	0.7330
0.1278	2.9559	1540	0.6354	0.7986	0.6354	0.7971
0.1278	2.9597	1542	0.6201	0.7986	0.6201	0.7875
0.1278	2.9635	1544	0.5514	0.8028	0.5514	0.7425
0.1278	2.9674	1546	0.5302	0.8293	0.5302	0.7282
0.1278	2.9712	1548	0.4828	0.8293	0.4828	0.6949
0.1278	2.9750	1550	0.4029	0.7093	0.4029	0.6347
0.1278	2.9789	1552	0.3299	0.6873	0.3299	0.5744
0.1278	2.9827	1554	0.3142	0.6397	0.3142	0.5606
0.1278	2.9866	1556	0.3148	0.6097	0.3148	0.5610
0.1278	2.9904	1558	0.3297	0.65	0.3297	0.5742
0.1278	2.9942	1560	0.4008	0.7298	0.4008	0.6331
0.1278	2.9981	1562	0.5551	0.8591	0.5551	0.7451
0.1278	3.0019	1564	0.6476	0.8414	0.6476	0.8047
0.1278	3.0058	1566	0.6055	0.8414	0.6055	0.7781
0.1278	3.0096	1568	0.4729	0.8293	0.4729	0.6877
0.1278	3.0134	1570	0.3404	0.7072	0.3404	0.5834
0.1278	3.0173	1572	0.2970	0.6097	0.2970	0.5450
0.1278	3.0211	1574	0.2902	0.6182	0.2902	0.5387
0.1278	3.0250	1576	0.2895	0.6182	0.2895	0.5380
0.1278	3.0288	1578	0.3087	0.6097	0.3087	0.5556
0.1278	3.0326	1580	0.4082	0.7549	0.4082	0.6389
0.1278	3.0365	1582	0.5788	0.8293	0.5788	0.7608
0.1278	3.0403	1584	0.7619	0.8000	0.7619	0.8729
0.1278	3.0441	1586	0.7982	0.7726	0.7982	0.8934
0.1278	3.0480	1588	0.7151	0.8727	0.7151	0.8456
0.1278	3.0518	1590	0.5548	0.8293	0.5548	0.7448
0.1278	3.0557	1592	0.4194	0.7910	0.4194	0.6476
0.1278	3.0595	1594	0.3773	0.7910	0.3773	0.6143
0.1278	3.0633	1596	0.3931	0.7910	0.3931	0.6270
0.1278	3.0672	1598	0.3912	0.7910	0.3912	0.6255
0.1278	3.0710	1600	0.3726	0.7298	0.3726	0.6104
0.1278	3.0749	1602	0.3896	0.7298	0.3896	0.6242
0.1278	3.0787	1604	0.4169	0.7492	0.4169	0.6457
0.1278	3.0825	1606	0.4648	0.7492	0.4648	0.6818
0.1278	3.0864	1608	0.4995	0.7492	0.4995	0.7068
0.1278	3.0902	1610	0.5191	0.7492	0.5191	0.7205
0.1278	3.0940	1612	0.4556	0.7492	0.4556	0.6750
0.1278	3.0979	1614	0.4364	0.7298	0.4364	0.6606
0.1278	3.1017	1616	0.4686	0.8151	0.4686	0.6845
0.1278	3.1056	1618	0.4973	0.8151	0.4973	0.7052
0.1278	3.1094	1620	0.5317	0.7328	0.5317	0.7292
0.1278	3.1132	1622	0.5207	0.7623	0.5207	0.7216
0.1278	3.1171	1624	0.5418	0.8293	0.5418	0.7360
0.1278	3.1209	1626	0.5153	0.8293	0.5153	0.7179
0.1278	3.1248	1628	0.4281	0.7388	0.4281	0.6543
0.1278	3.1286	1630	0.3927	0.6540	0.3927	0.6266
0.1278	3.1324	1632	0.3859	0.6540	0.3859	0.6212
0.1278	3.1363	1634	0.4036	0.7154	0.4036	0.6353
0.1278	3.1401	1636	0.4459	0.7971	0.4459	0.6677
0.1278	3.1440	1638	0.5544	0.8293	0.5544	0.7446
0.1278	3.1478	1640	0.5976	0.8339	0.5976	0.7731
0.1278	3.1516	1642	0.5490	0.8028	0.5490	0.7410
0.1278	3.1555	1644	0.4548	0.8151	0.4548	0.6744
0.1278	3.1593	1646	0.3781	0.7910	0.3781	0.6149
0.1278	3.1631	1648	0.3807	0.7910	0.3807	0.6170
0.1278	3.1670	1650	0.4373	0.7971	0.4373	0.6613
0.1278	3.1708	1652	0.5256	0.8591	0.5256	0.7250
0.1278	3.1747	1654	0.5325	0.8591	0.5325	0.7297
0.1278	3.1785	1656	0.4443	0.7971	0.4443	0.6666
0.1278	3.1823	1658	0.3607	0.7910	0.3607	0.6006
0.1278	3.1862	1660	0.3519	0.7549	0.3519	0.5932
0.1278	3.1900	1662	0.3968	0.8151	0.3968	0.6299
0.1278	3.1939	1664	0.5005	0.7568	0.5005	0.7075
0.1278	3.1977	1666	0.5911	0.7986	0.5911	0.7688
0.1278	3.2015	1668	0.5667	0.7986	0.5667	0.7528
0.1278	3.2054	1670	0.4638	0.7742	0.4638	0.6810
0.1278	3.2092	1672	0.4209	0.7795	0.4209	0.6488
0.1278	3.2131	1674	0.4333	0.7342	0.4333	0.6582
0.1278	3.2169	1676	0.4682	0.7009	0.4682	0.6843
0.1278	3.2207	1678	0.4988	0.7429	0.4988	0.7062
0.1278	3.2246	1680	0.5520	0.7544	0.5520	0.7430
0.1278	3.2284	1682	0.6105	0.776	0.6105	0.7813
0.1278	3.2322	1684	0.5818	0.7640	0.5818	0.7627
0.1278	3.2361	1686	0.5057	0.7692	0.5057	0.7111
0.1278	3.2399	1688	0.4241	0.7863	0.4241	0.6512
0.1278	3.2438	1690	0.4226	0.7863	0.4226	0.6501
0.1278	3.2476	1692	0.4678	0.7692	0.4678	0.6840
0.1278	3.2514	1694	0.4445	0.7692	0.4445	0.6667
0.1278	3.2553	1696	0.4279	0.8028	0.4279	0.6542
0.1278	3.2591	1698	0.4607	0.8028	0.4607	0.6787
0.1278	3.2630	1700	0.5256	0.8028	0.5256	0.7250
0.1278	3.2668	1702	0.5285	0.8028	0.5285	0.7270
0.1278	3.2706	1704	0.4919	0.8028	0.4919	0.7014
0.1278	3.2745	1706	0.4311	0.8028	0.4311	0.6566
0.1278	3.2783	1708	0.4263	0.7863	0.4263	0.6529
0.1278	3.2821	1710	0.4661	0.7692	0.4661	0.6827
0.1278	3.2860	1712	0.5249	0.7266	0.5249	0.7245
0.1278	3.2898	1714	0.5111	0.6602	0.5111	0.7149
0.1278	3.2937	1716	0.4728	0.6038	0.4728	0.6876
0.1278	3.2975	1718	0.4295	0.6038	0.4295	0.6554
0.1278	3.3013	1720	0.4156	0.6038	0.4156	0.6447
0.1278	3.3052	1722	0.4468	0.6547	0.4468	0.6684
0.1278	3.3090	1724	0.4372	0.7863	0.4372	0.6612
0.1278	3.3129	1726	0.4135	0.7971	0.4135	0.6430
0.1278	3.3167	1728	0.3976	0.7742	0.3976	0.6305
0.1278	3.3205	1730	0.4061	0.8293	0.4061	0.6372
0.1278	3.3244	1732	0.3821	0.8281	0.3821	0.6181
0.1278	3.3282	1734	0.3671	0.8281	0.3671	0.6059
0.1278	3.3321	1736	0.3955	0.8511	0.3955	0.6289
0.1278	3.3359	1738	0.4886	0.8028	0.4886	0.6990
0.1278	3.3397	1740	0.5419	0.7640	0.5419	0.7362
0.1278	3.3436	1742	0.5700	0.7879	0.5700	0.7550
0.1278	3.3474	1744	0.5480	0.7640	0.5480	0.7403
0.1278	3.3512	1746	0.5610	0.7640	0.5610	0.7490
0.1278	3.3551	1748	0.5377	0.8028	0.5377	0.7333
0.1278	3.3589	1750	0.5366	0.7640	0.5366	0.7325
0.1278	3.3628	1752	0.5987	0.8218	0.5987	0.7738
0.1278	3.3666	1754	0.6912	0.8218	0.6912	0.8314
0.1278	3.3704	1756	0.7171	0.8218	0.7171	0.8468
0.1278	3.3743	1758	0.6310	0.7879	0.6310	0.7944
0.1278	3.3781	1760	0.5324	0.7009	0.5324	0.7297
0.1278	3.3820	1762	0.4488	0.6903	0.4488	0.6699
0.1278	3.3858	1764	0.4365	0.7083	0.4365	0.6607
0.1278	3.3896	1766	0.4616	0.7490	0.4616	0.6794
0.1278	3.3935	1768	0.4871	0.7926	0.4871	0.6979
0.1278	3.3973	1770	0.4786	0.7926	0.4786	0.6918
0.1278	3.4012	1772	0.4776	0.8293	0.4776	0.6911
0.1278	3.4050	1774	0.4919	0.7926	0.4919	0.7014
0.1278	3.4088	1776	0.5236	0.7640	0.5236	0.7236
0.1278	3.4127	1778	0.5062	0.7742	0.5062	0.7115
0.1278	3.4165	1780	0.4682	0.8151	0.4682	0.6843
0.1278	3.4203	1782	0.4517	0.7795	0.4517	0.6721
0.1278	3.4242	1784	0.4294	0.7795	0.4294	0.6553
0.1278	3.4280	1786	0.4043	0.7795	0.4043	0.6358
0.1278	3.4319	1788	0.3947	0.7795	0.3947	0.6282
0.1278	3.4357	1790	0.4229	0.7742	0.4229	0.6503
0.1278	3.4395	1792	0.4053	0.7742	0.4053	0.6366
0.1278	3.4434	1794	0.4165	0.8108	0.4165	0.6453
0.1278	3.4472	1796	0.4962	0.8256	0.4962	0.7044
0.1278	3.4511	1798	0.5810	0.8256	0.5810	0.7622
0.1278	3.4549	1800	0.5868	0.8256	0.5868	0.7660
0.1278	3.4587	1802	0.5016	0.8256	0.5016	0.7082
0.1278	3.4626	1804	0.4141	0.8256	0.4141	0.6435
0.1278	3.4664	1806	0.3494	0.6638	0.3494	0.5911
0.1278	3.4702	1808	0.3502	0.6638	0.3502	0.5917
0.1278	3.4741	1810	0.3839	0.6903	0.3839	0.6196
0.1278	3.4779	1812	0.3884	0.6903	0.3884	0.6232
0.1278	3.4818	1814	0.3957	0.7742	0.3957	0.6290
0.1278	3.4856	1816	0.4767	0.7926	0.4767	0.6904
0.1278	3.4894	1818	0.5299	0.7926	0.5299	0.7279
0.1278	3.4933	1820	0.5058	0.7926	0.5058	0.7112
0.1278	3.4971	1822	0.4900	0.7926	0.4900	0.7000
0.1278	3.5010	1824	0.4919	0.7926	0.4919	0.7014
0.1278	3.5048	1826	0.5104	0.7926	0.5104	0.7144
0.1278	3.5086	1828	0.5083	0.7926	0.5083	0.7130
0.1278	3.5125	1830	0.5280	0.7926	0.5280	0.7266
0.1278	3.5163	1832	0.5278	0.7926	0.5278	0.7265
0.1278	3.5202	1834	0.5017	0.7568	0.5017	0.7083
0.1278	3.5240	1836	0.4639	0.7342	0.4639	0.6811
0.1278	3.5278	1838	0.4489	0.7795	0.4489	0.6700
0.1278	3.5317	1840	0.4233	0.7795	0.4233	0.6506
0.1278	3.5355	1842	0.4279	0.7372	0.4279	0.6541
0.1278	3.5393	1844	0.4526	0.7372	0.4526	0.6727
0.1278	3.5432	1846	0.5100	0.7697	0.5100	0.7142
0.1278	3.5470	1848	0.5282	0.8028	0.5282	0.7268
0.1278	3.5509	1850	0.5308	0.8028	0.5308	0.7285
0.1278	3.5547	1852	0.4672	0.7328	0.4672	0.6835
0.1278	3.5585	1854	0.4484	0.7009	0.4484	0.6696
0.1278	3.5624	1856	0.4542	0.6547	0.4542	0.6739
0.1278	3.5662	1858	0.4935	0.7009	0.4935	0.7025
0.1278	3.5701	1860	0.5543	0.6930	0.5543	0.7445
0.1278	3.5739	1862	0.5675	0.6930	0.5675	0.7533
0.1278	3.5777	1864	0.5998	0.6930	0.5998	0.7745
0.1278	3.5816	1866	0.5866	0.6930	0.5866	0.7659
0.1278	3.5854	1868	0.5396	0.6930	0.5396	0.7346
0.1278	3.5893	1870	0.4588	0.6547	0.4588	0.6774
0.1278	3.5931	1872	0.4054	0.6983	0.4054	0.6367
0.1278	3.5969	1874	0.4072	0.7407	0.4072	0.6381
0.1278	3.6008	1876	0.4483	0.8293	0.4483	0.6695
0.1278	3.6046	1878	0.5347	0.8339	0.5347	0.7312
0.1278	3.6084	1880	0.5754	0.8339	0.5754	0.7585
0.1278	3.6123	1882	0.5392	0.8	0.5392	0.7343
0.1278	3.6161	1884	0.4905	0.8	0.4905	0.7004
0.1278	3.6200	1886	0.4272	0.7021	0.4272	0.6536
0.1278	3.6238	1888	0.3682	0.6111	0.3682	0.6068
0.1278	3.6276	1890	0.3500	0.6111	0.3500	0.5916
0.1278	3.6315	1892	0.3652	0.6983	0.3652	0.6043
0.1278	3.6353	1894	0.4081	0.6983	0.4081	0.6388
0.1278	3.6392	1896	0.4429	0.7623	0.4429	0.6655
0.1278	3.6430	1898	0.4444	0.7623	0.4444	0.6666
0.1278	3.6468	1900	0.4364	0.7971	0.4364	0.6606
0.1278	3.6507	1902	0.4098	0.7623	0.4098	0.6401
0.1278	3.6545	1904	0.4255	0.7971	0.4255	0.6523
0.1278	3.6583	1906	0.4539	0.7971	0.4539	0.6737
0.1278	3.6622	1908	0.4445	0.7971	0.4445	0.6667
0.1278	3.6660	1910	0.3912	0.7388	0.3912	0.6254
0.1278	3.6699	1912	0.3787	0.7549	0.3787	0.6154
0.1278	3.6737	1914	0.3916	0.7407	0.3916	0.6258
0.1278	3.6775	1916	0.4157	0.7244	0.4157	0.6447
0.1278	3.6814	1918	0.4287	0.7244	0.4287	0.6547
0.1278	3.6852	1920	0.4147	0.7407	0.4147	0.6440
0.1278	3.6891	1922	0.4115	0.7407	0.4115	0.6415
0.1278	3.6929	1924	0.4402	0.7407	0.4402	0.6635
0.1278	3.6967	1926	0.4663	0.7244	0.4663	0.6829
0.1278	3.7006	1928	0.4734	0.7244	0.4734	0.6880
0.1278	3.7044	1930	0.4900	0.7244	0.4900	0.7000
0.1278	3.7083	1932	0.4548	0.6983	0.4548	0.6744
0.1278	3.7121	1934	0.4071	0.6983	0.4071	0.6380
0.1278	3.7159	1936	0.3848	0.6723	0.3848	0.6204
0.1278	3.7198	1938	0.3773	0.6723	0.3773	0.6142
0.1278	3.7236	1940	0.3735	0.6723	0.3735	0.6111
0.1278	3.7274	1942	0.3709	0.6723	0.3709	0.6090
0.1278	3.7313	1944	0.3953	0.7742	0.3953	0.6288
0.1278	3.7351	1946	0.4241	0.7742	0.4241	0.6512
0.1278	3.7390	1948	0.4376	0.7971	0.4376	0.6615
0.1278	3.7428	1950	0.4636	0.7971	0.4636	0.6809
0.1278	3.7466	1952	0.4902	0.7692	0.4902	0.7002
0.1278	3.7505	1954	0.4537	0.7863	0.4537	0.6735
0.1278	3.7543	1956	0.4313	0.7407	0.4313	0.6567
0.1278	3.7582	1958	0.3981	0.6111	0.3981	0.6309
0.1278	3.7620	1960	0.3787	0.6111	0.3787	0.6154
0.1278	3.7658	1962	0.3814	0.6934	0.3814	0.6176
0.1278	3.7697	1964	0.4101	0.7518	0.4101	0.6404
0.1278	3.7735	1966	0.4808	0.7692	0.4808	0.6934
0.1278	3.7774	1968	0.5559	0.8028	0.5559	0.7456
0.1278	3.7812	1970	0.5435	0.7692	0.5435	0.7372
0.1278	3.7850	1972	0.4690	0.8151	0.4690	0.6848
0.1278	3.7889	1974	0.3834	0.6723	0.3834	0.6192
0.1278	3.7927	1976	0.3483	0.6723	0.3483	0.5902
0.1278	3.7965	1978	0.3495	0.6723	0.3495	0.5912
0.1278	3.8004	1980	0.3771	0.6723	0.3771	0.6141
0.1278	3.8042	1982	0.4381	0.7795	0.4381	0.6619
0.1278	3.8081	1984	0.4817	0.8151	0.4817	0.6940
0.1278	3.8119	1986	0.5239	0.7692	0.5239	0.7238
0.1278	3.8157	1988	0.4958	0.7971	0.4958	0.7041
0.1278	3.8196	1990	0.4556	0.8151	0.4556	0.6750
0.1278	3.8234	1992	0.4751	0.7971	0.4751	0.6893
0.1278	3.8273	1994	0.4549	0.8151	0.4549	0.6744
0.1278	3.8311	1996	0.3969	0.7549	0.3969	0.6300
0.1278	3.8349	1998	0.3849	0.7154	0.3849	0.6204
0.1022	3.8388	2000	0.4151	0.7549	0.4151	0.6443
0.1022	3.8426	2002	0.4369	0.8151	0.4369	0.6610
0.1022	3.8464	2004	0.4919	0.7971	0.4919	0.7013
0.1022	3.8503	2006	0.5282	0.7971	0.5282	0.7268
0.1022	3.8541	2008	0.4973	0.7971	0.4973	0.7052
0.1022	3.8580	2010	0.4570	0.7971	0.4570	0.6760
0.1022	3.8618	2012	0.4266	0.8151	0.4266	0.6532
0.1022	3.8656	2014	0.3981	0.7154	0.3981	0.6310
0.1022	3.8695	2016	0.4075	0.7549	0.4075	0.6384
0.1022	3.8733	2018	0.4575	0.7971	0.4575	0.6764
0.1022	3.8772	2020	0.5128	0.8591	0.5128	0.7161
0.1022	3.8810	2022	0.5338	0.8591	0.5338	0.7306
0.1022	3.8848	2024	0.4782	0.8293	0.4782	0.6915
0.1022	3.8887	2026	0.4229	0.7742	0.4229	0.6503
0.1022	3.8925	2028	0.3970	0.7549	0.3970	0.6301
0.1022	3.8964	2030	0.3919	0.7549	0.3919	0.6260
0.1022	3.9002	2032	0.4525	0.8293	0.4525	0.6727
0.1022	3.9040	2034	0.5116	0.8256	0.5116	0.7153
0.1022	3.9079	2036	0.5388	0.8256	0.5388	0.7340
0.1022	3.9117	2038	0.5188	0.8256	0.5188	0.7203
0.1022	3.9155	2040	0.4297	0.7177	0.4297	0.6555
0.1022	3.9194	2042	0.3509	0.6147	0.3509	0.5923
0.1022	3.9232	2044	0.3239	0.6723	0.3239	0.5691
0.1022	3.9271	2046	0.3255	0.6723	0.3255	0.5705
0.1022	3.9309	2048	0.3615	0.6638	0.3615	0.6013
0.1022	3.9347	2050	0.3756	0.6638	0.3756	0.6128
0.1022	3.9386	2052	0.4025	0.6638	0.4025	0.6344
0.1022	3.9424	2054	0.4406	0.6932	0.4406	0.6638
0.1022	3.9463	2056	0.4709	0.7177	0.4709	0.6862
0.1022	3.9501	2058	0.4816	0.7177	0.4816	0.6940
0.1022	3.9539	2060	0.4742	0.7177	0.4742	0.6886
0.1022	3.9578	2062	0.4786	0.7177	0.4786	0.6918
0.1022	3.9616	2064	0.4354	0.6638	0.4354	0.6598
0.1022	3.9655	2066	0.3759	0.7154	0.3759	0.6131
0.1022	3.9693	2068	0.3439	0.6723	0.3439	0.5864
0.1022	3.9731	2070	0.3442	0.6723	0.3442	0.5867
0.1022	3.9770	2072	0.3631	0.7154	0.3631	0.6026
0.1022	3.9808	2074	0.4198	0.7549	0.4198	0.6479
0.1022	3.9846	2076	0.5011	0.7692	0.5011	0.7079
0.1022	3.9885	2078	0.5088	0.7692	0.5088	0.7133
0.1022	3.9923	2080	0.4909	0.7692	0.4909	0.7007
0.1022	3.9962	2082	0.4376	0.7083	0.4376	0.6615
0.1022	4.0	2084	0.3708	0.7083	0.3708	0.6090
0.1022	4.0038	2086	0.3576	0.6147	0.3576	0.5980
0.1022	4.0077	2088	0.3724	0.7083	0.3724	0.6103
0.1022	4.0115	2090	0.4404	0.7083	0.4404	0.6636
0.1022	4.0154	2092	0.5061	0.7692	0.5061	0.7114
0.1022	4.0192	2094	0.5261	0.7692	0.5261	0.7253
0.1022	4.0230	2096	0.4965	0.7692	0.4965	0.7046
0.1022	4.0269	2098	0.4234	0.7083	0.4234	0.6507
0.1022	4.0307	2100	0.3886	0.6147	0.3886	0.6233
0.1022	4.0345	2102	0.4002	0.6147	0.4002	0.6326
0.1022	4.0384	2104	0.4123	0.7083	0.4123	0.6421
0.1022	4.0422	2106	0.4544	0.6932	0.4544	0.6741
0.1022	4.0461	2108	0.4367	0.6932	0.4367	0.6608
0.1022	4.0499	2110	0.3944	0.7549	0.3944	0.6280
0.1022	4.0537	2112	0.3551	0.6723	0.3551	0.5959
0.1022	4.0576	2114	0.3564	0.7154	0.3564	0.5970
0.1022	4.0614	2116	0.3896	0.7388	0.3896	0.6242
0.1022	4.0653	2118	0.4167	0.7388	0.4167	0.6455
0.1022	4.0691	2120	0.3897	0.7549	0.3897	0.6242
0.1022	4.0729	2122	0.3769	0.7549	0.3769	0.6140
0.1022	4.0768	2124	0.3824	0.7549	0.3824	0.6184
0.1022	4.0806	2126	0.4063	0.7549	0.4063	0.6374
0.1022	4.0845	2128	0.4324	0.7795	0.4324	0.6576
0.1022	4.0883	2130	0.4144	0.7549	0.4144	0.6437
0.1022	4.0921	2132	0.3943	0.7154	0.3943	0.6280
0.1022	4.0960	2134	0.3855	0.6723	0.3855	0.6209
0.1022	4.0998	2136	0.3775	0.6723	0.3775	0.6144
0.1022	4.1036	2138	0.4077	0.6723	0.4077	0.6385
0.1022	4.1075	2140	0.4657	0.7388	0.4657	0.6824
0.1022	4.1113	2142	0.4923	0.8069	0.4923	0.7016
0.1022	4.1152	2144	0.4594	0.7742	0.4594	0.6778
0.1022	4.1190	2146	0.4217	0.7549	0.4217	0.6494
0.1022	4.1228	2148	0.3897	0.75	0.3897	0.6242
0.1022	4.1267	2150	0.3984	0.7956	0.3984	0.6312
0.1022	4.1305	2152	0.4481	0.7742	0.4481	0.6694
0.1022	4.1344	2154	0.5342	0.7926	0.5342	0.7309
0.1022	4.1382	2156	0.5728	0.7926	0.5728	0.7568
0.1022	4.1420	2158	0.5796	0.7482	0.5796	0.7613
0.1022	4.1459	2160	0.5729	0.7482	0.5729	0.7569
0.1022	4.1497	2162	0.5299	0.7926	0.5299	0.7280
0.1022	4.1536	2164	0.5044	0.7926	0.5044	0.7102
0.1022	4.1574	2166	0.4800	0.8069	0.4800	0.6928
0.1022	4.1612	2168	0.4117	0.7742	0.4117	0.6417
0.1022	4.1651	2170	0.3762	0.7742	0.3762	0.6133
0.1022	4.1689	2172	0.3784	0.7742	0.3784	0.6152
0.1022	4.1727	2174	0.3935	0.8069	0.3935	0.6273
0.1022	4.1766	2176	0.3856	0.7742	0.3856	0.6209
0.1022	4.1804	2178	0.4161	0.8069	0.4161	0.6451
0.1022	4.1843	2180	0.5046	0.8121	0.5046	0.7104
0.1022	4.1881	2182	0.5500	0.7758	0.5500	0.7416
0.1022	4.1919	2184	0.5577	0.7758	0.5577	0.7468
0.1022	4.1958	2186	0.5215	0.7926	0.5215	0.7221
0.1022	4.1996	2188	0.4825	0.7926	0.4825	0.6947
0.1022	4.2035	2190	0.4165	0.6419	0.4165	0.6454
0.1022	4.2073	2192	0.3962	0.6147	0.3962	0.6294
0.1022	4.2111	2194	0.4138	0.6147	0.4138	0.6433
0.1022	4.2150	2196	0.4468	0.6419	0.4468	0.6684
0.1022	4.2188	2198	0.4734	0.6316	0.4734	0.6880
0.1022	4.2226	2200	0.4842	0.7686	0.4842	0.6958
0.1022	4.2265	2202	0.5178	0.7879	0.5178	0.7196
0.1022	4.2303	2204	0.4936	0.8521	0.4936	0.7026
0.1022	4.2342	2206	0.4281	0.7910	0.4281	0.6543
0.1022	4.2380	2208	0.3931	0.7549	0.3931	0.6270
0.1022	4.2418	2210	0.3481	0.7549	0.3481	0.5900
0.1022	4.2457	2212	0.3310	0.7154	0.3310	0.5753
0.1022	4.2495	2214	0.3277	0.7549	0.3277	0.5725
0.1022	4.2534	2216	0.3439	0.7910	0.3439	0.5864
0.1022	4.2572	2218	0.4011	0.8069	0.4011	0.6333
0.1022	4.2610	2220	0.4995	0.8069	0.4995	0.7068
0.1022	4.2649	2222	0.5625	0.8591	0.5625	0.7500
0.1022	4.2687	2224	0.5347	0.8069	0.5347	0.7312
0.1022	4.2726	2226	0.4592	0.8069	0.4592	0.6777
0.1022	4.2764	2228	0.3735	0.7910	0.3735	0.6111
0.1022	4.2802	2230	0.3244	0.7138	0.3244	0.5696
0.1022	4.2841	2232	0.3007	0.6367	0.3007	0.5483
0.1022	4.2879	2234	0.2967	0.6644	0.2967	0.5447
0.1022	4.2917	2236	0.3010	0.6367	0.3010	0.5486
0.1022	4.2956	2238	0.3250	0.6667	0.3250	0.5701
0.1022	4.2994	2240	0.3920	0.6723	0.3920	0.6261
0.1022	4.3033	2242	0.5246	0.7879	0.5246	0.7243
0.1022	4.3071	2244	0.6367	0.7941	0.6367	0.7980
0.1022	4.3109	2246	0.6722	0.7941	0.6722	0.8199
0.1022	4.3148	2248	0.6359	0.8218	0.6359	0.7974
0.1022	4.3186	2250	0.5442	0.7879	0.5442	0.7377
0.1022	4.3225	2252	0.4462	0.7328	0.4462	0.6680
0.1022	4.3263	2254	0.3556	0.6723	0.3556	0.5963
0.1022	4.3301	2256	0.3098	0.7059	0.3098	0.5566
0.1022	4.3340	2258	0.2985	0.6182	0.2985	0.5463
0.1022	4.3378	2260	0.3049	0.6431	0.3049	0.5522
0.1022	4.3417	2262	0.3353	0.6723	0.3353	0.5791
0.1022	4.3455	2264	0.3650	0.7154	0.3650	0.6041
0.1022	4.3493	2266	0.4068	0.7388	0.4068	0.6378
0.1022	4.3532	2268	0.4492	0.7805	0.4492	0.6703
0.1022	4.3570	2270	0.4512	0.8028	0.4512	0.6717
0.1022	4.3608	2272	0.4264	0.7464	0.4264	0.6530
0.1022	4.3647	2274	0.3835	0.7549	0.3835	0.6193
0.1022	4.3685	2276	0.3513	0.6723	0.3513	0.5927
0.1022	4.3724	2278	0.3436	0.6723	0.3436	0.5862
0.1022	4.3762	2280	0.3578	0.6723	0.3578	0.5981
0.1022	4.3800	2282	0.3944	0.7549	0.3944	0.6280
0.1022	4.3839	2284	0.4385	0.7863	0.4385	0.6622
0.1022	4.3877	2286	0.4735	0.8028	0.4735	0.6881
0.1022	4.3916	2288	0.4721	0.8028	0.4721	0.6871
0.1022	4.3954	2290	0.4612	0.8028	0.4612	0.6792
0.1022	4.3992	2292	0.4729	0.8028	0.4729	0.6877
0.1022	4.4031	2294	0.4737	0.8205	0.4737	0.6882
0.1022	4.4069	2296	0.4471	0.7863	0.4471	0.6687
0.1022	4.4107	2298	0.3922	0.6934	0.3922	0.6263
0.1022	4.4146	2300	0.3659	0.6934	0.3659	0.6049
0.1022	4.4184	2302	0.3749	0.6540	0.3749	0.6123
0.1022	4.4223	2304	0.4046	0.7549	0.4046	0.6361
0.1022	4.4261	2306	0.4441	0.7429	0.4441	0.6664
0.1022	4.4299	2308	0.5217	0.7429	0.5217	0.7223
0.1022	4.4338	2310	0.5840	0.7812	0.5840	0.7642
0.1022	4.4376	2312	0.5716	0.7812	0.5716	0.7561
0.1022	4.4415	2314	0.5078	0.7429	0.5078	0.7126
0.1022	4.4453	2316	0.4282	0.7342	0.4282	0.6544
0.1022	4.4491	2318	0.3590	0.7549	0.3590	0.5992
0.1022	4.4530	2320	0.3317	0.7220	0.3317	0.5760
0.1022	4.4568	2322	0.3395	0.6934	0.3395	0.5827
0.1022	4.4607	2324	0.3551	0.7298	0.3551	0.5959
0.1022	4.4645	2326	0.3823	0.7298	0.3823	0.6183
0.1022	4.4683	2328	0.4238	0.7635	0.4238	0.6510
0.1022	4.4722	2330	0.4530	0.8478	0.4530	0.6731
0.1022	4.4760	2332	0.4692	0.8478	0.4692	0.6850
0.1022	4.4798	2334	0.4755	0.8478	0.4755	0.6896
0.1022	4.4837	2336	0.4372	0.8478	0.4372	0.6612
0.1022	4.4875	2338	0.3760	0.7549	0.3760	0.6132
0.1022	4.4914	2340	0.3424	0.7154	0.3424	0.5851
0.1022	4.4952	2342	0.3141	0.7059	0.3141	0.5605
0.1022	4.4990	2344	0.3149	0.6723	0.3149	0.5612
0.1022	4.5029	2346	0.3409	0.7154	0.3409	0.5838
0.1022	4.5067	2348	0.4009	0.7795	0.4009	0.6332
0.1022	4.5106	2350	0.4812	0.7863	0.4812	0.6937
0.1022	4.5144	2352	0.5306	0.8205	0.5306	0.7284
0.1022	4.5182	2354	0.5425	0.8205	0.5425	0.7365
0.1022	4.5221	2356	0.5180	0.8205	0.5180	0.7197
0.1022	4.5259	2358	0.4964	0.8205	0.4964	0.7046
0.1022	4.5298	2360	0.4488	0.7863	0.4488	0.6700
0.1022	4.5336	2362	0.3925	0.7490	0.3925	0.6265
0.1022	4.5374	2364	0.3425	0.6784	0.3425	0.5852
0.1022	4.5413	2366	0.3301	0.6397	0.3301	0.5745
0.1022	4.5451	2368	0.3416	0.6397	0.3416	0.5845
0.1022	4.5489	2370	0.3713	0.7083	0.3713	0.6093
0.1022	4.5528	2372	0.4119	0.7490	0.4119	0.6418
0.1022	4.5566	2374	0.4594	0.7863	0.4594	0.6778
0.1022	4.5605	2376	0.4827	0.7863	0.4827	0.6948
0.1022	4.5643	2378	0.5055	0.8205	0.5055	0.7110
0.1022	4.5681	2380	0.4889	0.7863	0.4889	0.6992
0.1022	4.5720	2382	0.4788	0.7863	0.4788	0.6919
0.1022	4.5758	2384	0.4539	0.7863	0.4539	0.6737
0.1022	4.5797	2386	0.4257	0.7863	0.4257	0.6525
0.1022	4.5835	2388	0.4190	0.7240	0.4190	0.6473
0.1022	4.5873	2390	0.4104	0.7240	0.4104	0.6406
0.1022	4.5912	2392	0.3765	0.7298	0.3765	0.6136
0.1022	4.5950	2394	0.3738	0.6934	0.3738	0.6114
0.1022	4.5988	2396	0.3925	0.7490	0.3925	0.6265
0.1022	4.6027	2398	0.4398	0.7863	0.4398	0.6632
0.1022	4.6065	2400	0.4825	0.7429	0.4825	0.6947
0.1022	4.6104	2402	0.4714	0.7429	0.4714	0.6866
0.1022	4.6142	2404	0.4355	0.6038	0.4355	0.6599
0.1022	4.6180	2406	0.3925	0.6038	0.3925	0.6265
0.1022	4.6219	2408	0.3553	0.6723	0.3553	0.5960
0.1022	4.6257	2410	0.3435	0.6723	0.3435	0.5861
0.1022	4.6296	2412	0.3679	0.7154	0.3679	0.6066
0.1022	4.6334	2414	0.4328	0.7429	0.4328	0.6579
0.1022	4.6372	2416	0.5263	0.7640	0.5263	0.7255
0.1022	4.6411	2418	0.5581	0.7986	0.5581	0.7471
0.1022	4.6449	2420	0.5688	0.7986	0.5688	0.7542
0.1022	4.6488	2422	0.5225	0.7986	0.5225	0.7228
0.1022	4.6526	2424	0.4780	0.7429	0.4780	0.6914
0.1022	4.6564	2426	0.4563	0.7429	0.4563	0.6755
0.1022	4.6603	2428	0.4650	0.7429	0.4650	0.6819
0.1022	4.6641	2430	0.4449	0.7429	0.4449	0.6670
0.1022	4.6679	2432	0.4065	0.7083	0.4065	0.6376
0.1022	4.6718	2434	0.3628	0.6723	0.3628	0.6023
0.1022	4.6756	2436	0.3505	0.6723	0.3505	0.5920
0.1022	4.6795	2438	0.3581	0.6638	0.3581	0.5984
0.1022	4.6833	2440	0.3925	0.7083	0.3925	0.6265
0.1022	4.6871	2442	0.4586	0.7863	0.4586	0.6772
0.1022	4.6910	2444	0.4863	0.7640	0.4863	0.6973
0.1022	4.6948	2446	0.4603	0.7863	0.4603	0.6785
0.1022	4.6987	2448	0.4042	0.7083	0.4042	0.6358
0.1022	4.7025	2450	0.3439	0.6983	0.3439	0.5864
0.1022	4.7063	2452	0.3215	0.6723	0.3215	0.5670
0.1022	4.7102	2454	0.3299	0.6723	0.3299	0.5743
0.1022	4.7140	2456	0.3263	0.6723	0.3263	0.5712
0.1022	4.7179	2458	0.3357	0.6983	0.3357	0.5794
0.1022	4.7217	2460	0.3673	0.6638	0.3673	0.6060
0.1022	4.7255	2462	0.3956	0.6038	0.3956	0.6289
0.1022	4.7294	2464	0.3903	0.6038	0.3903	0.6247
0.1022	4.7332	2466	0.3890	0.6547	0.3890	0.6237
0.1022	4.7370	2468	0.3607	0.7795	0.3607	0.6005
0.1022	4.7409	2470	0.3583	0.8151	0.3583	0.5986

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 14, 2024
Updated: Nov 14, 2024