ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k90_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k90_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k90_task1_organization 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: Dec 4, 2024
Updated: Dec 4, 2024
SHA: 7bc42806

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k90_task1_organization

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: 0.7766
Qwk: 0.6739
Mse: 0.7766
Rmse: 0.8812

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	0.0048	2	4.8613	-0.0722	4.8613	2.2048
No log	0.0095	4	3.0178	0.0117	3.0178	1.7372
No log	0.0143	6	1.8467	0.0708	1.8467	1.3589
No log	0.0190	8	1.3334	0.1276	1.3334	1.1547
No log	0.0238	10	1.1844	0.2707	1.1844	1.0883
No log	0.0286	12	1.0496	0.3571	1.0496	1.0245
No log	0.0333	14	0.9730	0.4	0.9730	0.9864
No log	0.0381	16	0.9330	0.4188	0.9330	0.9659
No log	0.0429	18	0.9152	0.3810	0.9152	0.9567
No log	0.0476	20	0.8929	0.5339	0.8929	0.9449
No log	0.0524	22	1.1528	0.3934	1.1528	1.0737
No log	0.0571	24	1.2069	0.3411	1.2069	1.0986
No log	0.0619	26	0.8958	0.4783	0.8958	0.9465
No log	0.0667	28	0.8154	0.4480	0.8154	0.9030
No log	0.0714	30	0.9008	0.262	0.9008	0.9491
No log	0.0762	32	0.7715	0.5272	0.7715	0.8784
No log	0.0810	34	0.9105	0.5579	0.9105	0.9542
No log	0.0857	36	1.4121	0.1936	1.4121	1.1883
No log	0.0905	38	1.4096	0.2043	1.4096	1.1873
No log	0.0952	40	1.2107	0.3421	1.2107	1.1003
No log	0.1	42	0.8208	0.4808	0.8208	0.9060
No log	0.1048	44	0.7312	0.6451	0.7312	0.8551
No log	0.1095	46	0.6826	0.6730	0.6826	0.8262
No log	0.1143	48	0.7171	0.6195	0.7171	0.8468
No log	0.1190	50	1.0115	0.4773	1.0115	1.0058
No log	0.1238	52	1.0718	0.4408	1.0718	1.0353
No log	0.1286	54	0.7997	0.6405	0.7997	0.8943
No log	0.1333	56	0.7683	0.6671	0.7683	0.8765
No log	0.1381	58	1.2061	0.2931	1.2061	1.0982
No log	0.1429	60	1.7658	0.1108	1.7658	1.3288
No log	0.1476	62	1.4098	0.2241	1.4098	1.1873
No log	0.1524	64	0.8362	0.6022	0.8362	0.9145
No log	0.1571	66	0.8090	0.5345	0.8090	0.8994
No log	0.1619	68	0.9411	0.4771	0.9411	0.9701
No log	0.1667	70	0.9130	0.4771	0.9130	0.9555
No log	0.1714	72	0.8249	0.4965	0.8249	0.9083
No log	0.1762	74	1.0669	0.3829	1.0669	1.0329
No log	0.1810	76	1.4478	0.3571	1.4478	1.2032
No log	0.1857	78	1.4979	0.2925	1.4979	1.2239
No log	0.1905	80	1.1122	0.3961	1.1122	1.0546
No log	0.1952	82	0.8542	0.5598	0.8542	0.9242
No log	0.2	84	0.8828	0.6129	0.8828	0.9396
No log	0.2048	86	0.9020	0.5675	0.9020	0.9497
No log	0.2095	88	1.1711	0.4197	1.1711	1.0822
No log	0.2143	90	1.5172	0.3493	1.5172	1.2318
No log	0.2190	92	1.4846	0.37	1.4846	1.2184
No log	0.2238	94	1.3543	0.3399	1.3543	1.1638
No log	0.2286	96	1.5184	0.3726	1.5184	1.2322
No log	0.2333	98	1.4053	0.3726	1.4053	1.1854
No log	0.2381	100	1.1084	0.4407	1.1084	1.0528
No log	0.2429	102	0.9727	0.4675	0.9727	0.9863
No log	0.2476	104	1.0789	0.4675	1.0789	1.0387
No log	0.2524	106	1.3413	0.4375	1.3413	1.1582
No log	0.2571	108	1.7505	0.3235	1.7505	1.3231
No log	0.2619	110	2.1291	0.2357	2.1291	1.4592
No log	0.2667	112	2.6276	0.1125	2.6276	1.6210
No log	0.2714	114	2.5942	-0.0356	2.5942	1.6107
No log	0.2762	116	2.5029	-0.0291	2.5029	1.5821
No log	0.2810	118	2.3305	0.0703	2.3305	1.5266
No log	0.2857	120	1.8168	0.2857	1.8168	1.3479
No log	0.2905	122	1.3678	0.4361	1.3678	1.1695
No log	0.2952	124	1.2890	0.4331	1.2890	1.1353
No log	0.3	126	1.4951	0.3971	1.4951	1.2227
No log	0.3048	128	1.8422	0.2393	1.8422	1.3573
No log	0.3095	130	1.9041	0.1892	1.9041	1.3799
No log	0.3143	132	1.7119	0.2537	1.7119	1.3084
No log	0.3190	134	1.3726	0.3589	1.3726	1.1716
No log	0.3238	136	1.1346	0.4955	1.1346	1.0652
No log	0.3286	138	1.1945	0.4512	1.1945	1.0929
No log	0.3333	140	1.5254	0.3934	1.5254	1.2351
No log	0.3381	142	1.8890	0.2681	1.8890	1.3744
No log	0.3429	144	1.8494	0.2969	1.8494	1.3599
No log	0.3476	146	1.5992	0.3934	1.5992	1.2646
No log	0.3524	148	1.2312	0.4870	1.2312	1.1096
No log	0.3571	150	1.0306	0.4803	1.0306	1.0152
No log	0.3619	152	1.0598	0.4522	1.0598	1.0295
No log	0.3667	154	1.2494	0.4092	1.2494	1.1177
No log	0.3714	156	1.4534	0.3605	1.4534	1.2056
No log	0.3762	158	1.3616	0.3874	1.3616	1.1669
No log	0.3810	160	1.0224	0.5135	1.0224	1.0111
No log	0.3857	162	0.7421	0.6037	0.7421	0.8614
No log	0.3905	164	0.7169	0.6182	0.7169	0.8467
No log	0.3952	166	0.8223	0.5943	0.8223	0.9068
No log	0.4	168	1.0911	0.4756	1.0911	1.0446
No log	0.4048	170	1.2100	0.4609	1.2100	1.1000
No log	0.4095	172	0.9804	0.5310	0.9804	0.9902
No log	0.4143	174	0.7496	0.4820	0.7496	0.8658
No log	0.4190	176	0.7248	0.5598	0.7248	0.8513
No log	0.4238	178	0.7090	0.6121	0.7090	0.8420
No log	0.4286	180	0.6959	0.5884	0.6959	0.8342
No log	0.4333	182	0.6763	0.6307	0.6763	0.8224
No log	0.4381	184	0.6597	0.6672	0.6597	0.8122
No log	0.4429	186	0.7967	0.5909	0.7967	0.8926
No log	0.4476	188	0.9420	0.5618	0.9420	0.9705
No log	0.4524	190	1.0353	0.5104	1.0353	1.0175
No log	0.4571	192	0.9502	0.5618	0.9502	0.9748
No log	0.4619	194	0.9189	0.5512	0.9189	0.9586
No log	0.4667	196	0.8306	0.6216	0.8306	0.9114
No log	0.4714	198	0.7918	0.5355	0.7918	0.8898
No log	0.4762	200	0.8399	0.5301	0.8399	0.9165
No log	0.4810	202	0.8963	0.4252	0.8963	0.9467
No log	0.4857	204	1.0979	0.5398	1.0979	1.0478
No log	0.4905	206	1.3961	0.3621	1.3961	1.1816
No log	0.4952	208	1.3151	0.4375	1.3151	1.1468
No log	0.5	210	1.0769	0.5119	1.0769	1.0378
No log	0.5048	212	0.9166	0.5673	0.9166	0.9574
No log	0.5095	214	0.8780	0.5765	0.8780	0.9370
No log	0.5143	216	0.9666	0.5785	0.9666	0.9831
No log	0.5190	218	1.1266	0.4375	1.1266	1.0614
No log	0.5238	220	0.9600	0.5673	0.9600	0.9798
No log	0.5286	222	0.7605	0.5760	0.7605	0.8721
No log	0.5333	224	0.7092	0.5701	0.7092	0.8421
No log	0.5381	226	0.7965	0.6431	0.7965	0.8925
No log	0.5429	228	1.0785	0.5512	1.0785	1.0385
No log	0.5476	230	1.1277	0.5199	1.1277	1.0619
No log	0.5524	232	0.9341	0.5452	0.9341	0.9665
No log	0.5571	234	0.8412	0.5822	0.8412	0.9172
No log	0.5619	236	0.8387	0.5822	0.8387	0.9158
No log	0.5667	238	0.9193	0.5430	0.9193	0.9588
No log	0.5714	240	1.0243	0.5489	1.0243	1.0121
No log	0.5762	242	1.1536	0.5322	1.1536	1.0740
No log	0.5810	244	0.9988	0.5720	0.9988	0.9994
No log	0.5857	246	0.7913	0.675	0.7913	0.8895
No log	0.5905	248	0.6835	0.5735	0.6835	0.8267
No log	0.5952	250	0.6761	0.5147	0.6761	0.8223
No log	0.6	252	0.6786	0.6099	0.6786	0.8238
No log	0.6048	254	0.7557	0.6548	0.7557	0.8693
No log	0.6095	256	0.9623	0.5615	0.9623	0.9810
No log	0.6143	258	1.2272	0.4841	1.2272	1.1078
No log	0.6190	260	1.2095	0.5444	1.2095	1.0998
No log	0.6238	262	1.0937	0.5246	1.0937	1.0458
No log	0.6286	264	1.0619	0.5489	1.0619	1.0305
No log	0.6333	266	1.0808	0.5588	1.0808	1.0396
No log	0.6381	268	1.0500	0.5613	1.0500	1.0247
No log	0.6429	270	1.0705	0.5613	1.0705	1.0346
No log	0.6476	272	1.1345	0.5714	1.1345	1.0651
No log	0.6524	274	1.1509	0.5817	1.1509	1.0728
No log	0.6571	276	1.1330	0.5817	1.1330	1.0644
No log	0.6619	278	1.0498	0.5512	1.0498	1.0246
No log	0.6667	280	0.9419	0.5687	0.9419	0.9705
No log	0.6714	282	1.0136	0.5512	1.0136	1.0068
No log	0.6762	284	1.1709	0.4767	1.1709	1.0821
No log	0.6810	286	1.1877	0.4767	1.1877	1.0898
No log	0.6857	288	1.0068	0.5770	1.0068	1.0034
No log	0.6905	290	0.8314	0.5844	0.8314	0.9118
No log	0.6952	292	0.8158	0.5844	0.8158	0.9032
No log	0.7	294	0.8423	0.5714	0.8423	0.9178
No log	0.7048	296	0.8419	0.5714	0.8419	0.9175
No log	0.7095	298	0.8439	0.5714	0.8439	0.9186
No log	0.7143	300	0.8925	0.5691	0.8925	0.9447
No log	0.7190	302	0.8357	0.5854	0.8357	0.9141
No log	0.7238	304	0.8155	0.5773	0.8155	0.9030
No log	0.7286	306	0.8723	0.5691	0.8723	0.9340
No log	0.7333	308	0.9810	0.5615	0.9810	0.9905
No log	0.7381	310	1.0663	0.5	1.0663	1.0326
No log	0.7429	312	0.9301	0.5972	0.9301	0.9644
No log	0.7476	314	0.8133	0.5952	0.8133	0.9018
No log	0.7524	316	0.9361	0.5940	0.9361	0.9675
No log	0.7571	318	1.1355	0.5444	1.1355	1.0656
No log	0.7619	320	1.2682	0.4622	1.2682	1.1262
No log	0.7667	322	1.1465	0.4975	1.1465	1.0707
No log	0.7714	324	1.1738	0.4622	1.1738	1.0834
No log	0.7762	326	1.1161	0.4627	1.1161	1.0564
No log	0.7810	328	0.9309	0.5755	0.9309	0.9648
No log	0.7857	330	0.7781	0.5619	0.7781	0.8821
No log	0.7905	332	0.6950	0.6093	0.6950	0.8337
No log	0.7952	334	0.7298	0.6173	0.7298	0.8543
No log	0.8	336	0.9585	0.5233	0.9585	0.9790
No log	0.8048	338	1.3768	0.4499	1.3768	1.1734
No log	0.8095	340	1.5610	0.3819	1.5610	1.2494
No log	0.8143	342	1.4392	0.4071	1.4392	1.1997
No log	0.8190	344	1.1013	0.4627	1.1013	1.0494
No log	0.8238	346	0.9113	0.5382	0.9113	0.9546
No log	0.8286	348	0.8873	0.5382	0.8873	0.9420
No log	0.8333	350	0.8941	0.5920	0.8941	0.9456
No log	0.8381	352	0.8409	0.5920	0.8409	0.9170
No log	0.8429	354	0.8018	0.5991	0.8018	0.8954
No log	0.8476	356	0.7292	0.6362	0.7292	0.8539
No log	0.8524	358	0.7008	0.6159	0.7008	0.8371
No log	0.8571	360	0.6905	0.6116	0.6905	0.8310
No log	0.8619	362	0.7331	0.6458	0.7331	0.8562
No log	0.8667	364	0.7738	0.6173	0.7738	0.8797
No log	0.8714	366	0.7719	0.5946	0.7719	0.8786
No log	0.8762	368	0.8182	0.5527	0.8182	0.9045
No log	0.8810	370	0.9085	0.5619	0.9085	0.9532
No log	0.8857	372	0.8693	0.5378	0.8693	0.9324
No log	0.8905	374	0.8125	0.5741	0.8125	0.9014
No log	0.8952	376	0.8801	0.5619	0.8801	0.9381
No log	0.9	378	1.1063	0.4860	1.1063	1.0518
No log	0.9048	380	1.2041	0.4627	1.2041	1.0973
No log	0.9095	382	1.1307	0.5215	1.1307	1.0634
No log	0.9143	384	0.8989	0.5920	0.8989	0.9481
No log	0.9190	386	0.8574	0.6229	0.8574	0.9259
No log	0.9238	388	1.0107	0.5382	1.0107	1.0053
No log	0.9286	390	1.1130	0.5593	1.1130	1.0550
No log	0.9333	392	1.0771	0.5382	1.0771	1.0378
No log	0.9381	394	0.9591	0.5702	0.9591	0.9793
No log	0.9429	396	0.9316	0.5702	0.9316	0.9652
No log	0.9476	398	1.0412	0.5673	1.0412	1.0204
No log	0.9524	400	1.3291	0.4015	1.3291	1.1529
No log	0.9571	402	1.6736	0.2918	1.6736	1.2937
No log	0.9619	404	1.7098	0.2732	1.7098	1.3076
No log	0.9667	406	1.4830	0.3885	1.4830	1.2178
No log	0.9714	408	1.1448	0.5322	1.1448	1.0700
No log	0.9762	410	1.0190	0.5129	1.0190	1.0094
No log	0.9810	412	1.0625	0.5129	1.0625	1.0308
No log	0.9857	414	1.0247	0.5920	1.0247	1.0123
No log	0.9905	416	1.1649	0.4627	1.1649	1.0793
No log	0.9952	418	1.2503	0.4627	1.2503	1.1182
No log	1.0	420	1.2259	0.4627	1.2259	1.1072
No log	1.0048	422	1.2691	0.4501	1.2691	1.1265
No log	1.0095	424	1.1009	0.4860	1.1009	1.0492
No log	1.0143	426	0.8863	0.5378	0.8863	0.9414
No log	1.0190	428	0.8648	0.5378	0.8648	0.9299
No log	1.0238	430	0.8878	0.5402	0.8878	0.9422
No log	1.0286	432	0.9509	0.5093	0.9509	0.9751
No log	1.0333	434	1.0988	0.4487	1.0988	1.0482
No log	1.0381	436	1.1206	0.4487	1.1206	1.0586
No log	1.0429	438	1.0240	0.5169	1.0240	1.0119
No log	1.0476	440	0.9929	0.5169	0.9929	0.9965
No log	1.0524	442	1.0457	0.5152	1.0457	1.0226
No log	1.0571	444	1.0327	0.5401	1.0327	1.0162
No log	1.0619	446	1.0958	0.5378	1.0958	1.0468
No log	1.0667	448	1.1224	0.5401	1.1224	1.0594
No log	1.0714	450	1.1989	0.4202	1.1989	1.0949
No log	1.0762	452	1.2301	0.4202	1.2301	1.1091
No log	1.0810	454	1.1847	0.3930	1.1847	1.0884
No log	1.0857	456	1.1002	0.4224	1.1002	1.0489
No log	1.0905	458	1.0043	0.5474	1.0043	1.0021
No log	1.0952	460	0.9277	0.5874	0.9277	0.9632
No log	1.1	462	0.9878	0.6220	0.9878	0.9939
No log	1.1048	464	1.0745	0.5466	1.0745	1.0366
No log	1.1095	466	1.0142	0.5720	1.0142	1.0071
No log	1.1143	468	1.0169	0.5466	1.0169	1.0084
No log	1.1190	470	0.9391	0.6631	0.9391	0.9691
No log	1.1238	472	0.9948	0.5951	0.9948	0.9974
No log	1.1286	474	0.9616	0.6260	0.9616	0.9806
No log	1.1333	476	0.9571	0.5887	0.9571	0.9783
No log	1.1381	478	0.8559	0.5991	0.8559	0.9251
No log	1.1429	480	0.7584	0.6226	0.7584	0.8709
No log	1.1476	482	0.7663	0.5777	0.7663	0.8754
No log	1.1524	484	0.8199	0.5765	0.8199	0.9055
No log	1.1571	486	0.8221	0.5991	0.8221	0.9067
No log	1.1619	488	0.7467	0.6579	0.7467	0.8641
No log	1.1667	490	0.6524	0.6182	0.6524	0.8077
No log	1.1714	492	0.6432	0.6099	0.6432	0.8020
No log	1.1762	494	0.7041	0.6579	0.7041	0.8391
No log	1.1810	496	0.8604	0.6983	0.8604	0.9276
No log	1.1857	498	1.0145	0.5726	1.0145	1.0072
0.4121	1.1905	500	1.0626	0.4632	1.0626	1.0308
0.4121	1.1952	502	0.9694	0.5850	0.9694	0.9846
0.4121	1.2	504	0.8822	0.6437	0.8822	0.9393
0.4121	1.2048	506	0.9019	0.6648	0.9019	0.9497
0.4121	1.2095	508	1.0372	0.5152	1.0372	1.0184
0.4121	1.2143	510	1.2281	0.3654	1.2281	1.1082
0.4121	1.2190	512	1.3111	0.3654	1.3111	1.1450
0.4121	1.2238	514	1.2176	0.4015	1.2176	1.1035
0.4121	1.2286	516	1.1448	0.4632	1.1448	1.0700
0.4121	1.2333	518	1.1069	0.5104	1.1069	1.0521
0.4121	1.2381	520	1.1316	0.5104	1.1316	1.0638
0.4121	1.2429	522	1.2177	0.4480	1.2177	1.1035
0.4121	1.2476	524	1.2642	0.4480	1.2642	1.1244
0.4121	1.2524	526	1.2318	0.4480	1.2318	1.1099
0.4121	1.2571	528	1.0831	0.4234	1.0831	1.0407
0.4121	1.2619	530	1.0154	0.5310	1.0154	1.0077
0.4121	1.2667	532	0.9437	0.5310	0.9437	0.9715
0.4121	1.2714	534	0.9438	0.6092	0.9438	0.9715
0.4121	1.2762	536	0.9557	0.6092	0.9557	0.9776
0.4121	1.2810	538	1.0125	0.5726	1.0125	1.0062
0.4121	1.2857	540	1.0279	0.5378	1.0279	1.0138
0.4121	1.2905	542	0.9727	0.5755	0.9727	0.9863
0.4121	1.2952	544	0.8998	0.5563	0.8998	0.9486
0.4121	1.3	546	0.8270	0.6271	0.8270	0.9094
0.4121	1.3048	548	0.8075	0.6271	0.8075	0.8986
0.4121	1.3095	550	0.9269	0.6501	0.9269	0.9628
0.4121	1.3143	552	0.9951	0.5488	0.9951	0.9976
0.4121	1.3190	554	0.9031	0.6434	0.9031	0.9503
0.4121	1.3238	556	0.8450	0.6434	0.8450	0.9192
0.4121	1.3286	558	0.8351	0.6229	0.8351	0.9138
0.4121	1.3333	560	0.9078	0.5920	0.9078	0.9528
0.4121	1.3381	562	0.9146	0.5920	0.9146	0.9564
0.4121	1.3429	564	1.0313	0.5537	1.0313	1.0155
0.4121	1.3476	566	1.2681	0.4614	1.2681	1.1261
0.4121	1.3524	568	1.3672	0.4073	1.3672	1.1693
0.4121	1.3571	570	1.3081	0.4345	1.3081	1.1437
0.4121	1.3619	572	1.1875	0.4234	1.1875	1.0897
0.4121	1.3667	574	1.2430	0.4237	1.2430	1.1149
0.4121	1.3714	576	1.4261	0.4246	1.4261	1.1942
0.4121	1.3762	578	1.6827	0.3235	1.6827	1.2972
0.4121	1.3810	580	1.9150	0.2334	1.9150	1.3838
0.4121	1.3857	582	2.0566	0.2019	2.0566	1.4341
0.4121	1.3905	584	2.0396	0.2019	2.0396	1.4281
0.4121	1.3952	586	1.7898	0.2850	1.7898	1.3378
0.4121	1.4	588	1.5326	0.3389	1.5326	1.2380
0.4121	1.4048	590	1.3055	0.4205	1.3055	1.1426
0.4121	1.4095	592	1.1440	0.4086	1.1440	1.0696
0.4121	1.4143	594	1.1174	0.4086	1.1174	1.0571
0.4121	1.4190	596	1.2374	0.4092	1.2374	1.1124
0.4121	1.4238	598	1.5102	0.3389	1.5102	1.2289
0.4121	1.4286	600	1.8630	0.3010	1.8630	1.3649
0.4121	1.4333	602	2.0243	0.2533	2.0243	1.4228
0.4121	1.4381	604	1.8866	0.2821	1.8866	1.3735
0.4121	1.4429	606	1.5677	0.3654	1.5677	1.2521
0.4121	1.4476	608	1.2600	0.4509	1.2600	1.1225
0.4121	1.4524	610	1.1258	0.4649	1.1258	1.0610
0.4121	1.4571	612	1.1506	0.4268	1.1506	1.0727
0.4121	1.4619	614	1.3134	0.4237	1.3134	1.1460
0.4121	1.4667	616	1.5869	0.3389	1.5869	1.2597
0.4121	1.4714	618	1.8954	0.2821	1.8954	1.3767
0.4121	1.4762	620	2.0737	0.2019	2.0737	1.4400
0.4121	1.4810	622	1.9890	0.25	1.9890	1.4103
0.4121	1.4857	624	1.7645	0.3136	1.7645	1.3283
0.4121	1.4905	626	1.4540	0.4277	1.4540	1.2058
0.4121	1.4952	628	1.1861	0.4268	1.1861	1.0891
0.4121	1.5	630	1.0054	0.5331	1.0054	1.0027
0.4121	1.5048	632	0.9302	0.5354	0.9302	0.9645
0.4121	1.5095	634	0.9761	0.5331	0.9761	0.9880
0.4121	1.5143	636	0.9842	0.5112	0.9842	0.9921
0.4121	1.5190	638	0.9608	0.5112	0.9608	0.9802
0.4121	1.5238	640	0.8988	0.5985	0.8988	0.9480
0.4121	1.5286	642	0.8251	0.5985	0.8251	0.9083
0.4121	1.5333	644	0.7901	0.6411	0.7901	0.8889
0.4121	1.5381	646	0.7870	0.6410	0.7870	0.8871
0.4121	1.5429	648	0.8005	0.6520	0.8005	0.8947
0.4121	1.5476	650	0.7323	0.6059	0.7323	0.8557
0.4121	1.5524	652	0.6690	0.6327	0.6690	0.8179
0.4121	1.5571	654	0.6549	0.6327	0.6549	0.8092
0.4121	1.5619	656	0.6605	0.6182	0.6605	0.8127
0.4121	1.5667	658	0.7725	0.6316	0.7725	0.8789
0.4121	1.5714	660	0.9935	0.5382	0.9935	0.9967
0.4121	1.5762	662	1.1545	0.4237	1.1545	1.0745
0.4121	1.5810	664	1.1425	0.5	1.1425	1.0689
0.4121	1.5857	666	0.9962	0.5	0.9962	0.9981
0.4121	1.5905	668	0.7888	0.6229	0.7888	0.8882
0.4121	1.5952	670	0.6414	0.6581	0.6414	0.8009
0.4121	1.6	672	0.6070	0.6549	0.6070	0.7791
0.4121	1.6048	674	0.6151	0.6833	0.6151	0.7843
0.4121	1.6095	676	0.6835	0.6157	0.6835	0.8267
0.4121	1.6143	678	0.8505	0.6113	0.8505	0.9222
0.4121	1.6190	680	1.0430	0.5568	1.0430	1.0213
0.4121	1.6238	682	1.1922	0.5322	1.1922	1.0919
0.4121	1.6286	684	1.3568	0.4277	1.3568	1.1648
0.4121	1.6333	686	1.3615	0.4277	1.3616	1.1669
0.4121	1.6381	688	1.2490	0.4504	1.2490	1.1176
0.4121	1.6429	690	1.0348	0.5568	1.0348	1.0173
0.4121	1.6476	692	0.8525	0.5920	0.8525	0.9233
0.4121	1.6524	694	0.7769	0.6132	0.7769	0.8814
0.4121	1.6571	696	0.7763	0.6173	0.7763	0.8811
0.4121	1.6619	698	0.8367	0.5733	0.8367	0.9147
0.4121	1.6667	700	0.9669	0.5678	0.9669	0.9833
0.4121	1.6714	702	1.1730	0.4243	1.1730	1.0831
0.4121	1.6762	704	1.2821	0.4504	1.2821	1.1323
0.4121	1.6810	706	1.2506	0.4504	1.2506	1.1183
0.4121	1.6857	708	1.1366	0.5361	1.1366	1.0661
0.4121	1.6905	710	1.0748	0.5013	1.0748	1.0367
0.4121	1.6952	712	1.0806	0.4515	1.0806	1.0395
0.4121	1.7	714	1.1651	0.4375	1.1651	1.0794
0.4121	1.7048	716	1.2090	0.4000	1.2090	1.0996
0.4121	1.7095	718	1.1574	0.5	1.1574	1.0758
0.4121	1.7143	720	1.0386	0.5846	1.0386	1.0191
0.4121	1.7190	722	0.8698	0.5697	0.8698	0.9326
0.4121	1.7238	724	0.7912	0.6293	0.7912	0.8895
0.4121	1.7286	726	0.8215	0.6271	0.8215	0.9064
0.4121	1.7333	728	0.8398	0.5726	0.8398	0.9164
0.4121	1.7381	730	0.8669	0.5697	0.8669	0.9311
0.4121	1.7429	732	0.8766	0.58	0.8766	0.9363
0.4121	1.7476	734	0.8426	0.6005	0.8426	0.9179
0.4121	1.7524	736	0.7653	0.5737	0.7653	0.8748
0.4121	1.7571	738	0.7078	0.6599	0.7078	0.8413
0.4121	1.7619	740	0.6843	0.6645	0.6843	0.8272
0.4121	1.7667	742	0.7297	0.6157	0.7297	0.8542
0.4121	1.7714	744	0.8542	0.5697	0.8542	0.9242
0.4121	1.7762	746	0.9842	0.5748	0.9842	0.9920
0.4121	1.7810	748	1.0231	0.4881	1.0231	1.0115
0.4121	1.7857	750	0.9696	0.5310	0.9696	0.9847
0.4121	1.7905	752	0.8509	0.6271	0.8509	0.9225
0.4121	1.7952	754	0.8074	0.6316	0.8074	0.8986
0.4121	1.8	756	0.8485	0.6271	0.8485	0.9211
0.4121	1.8048	758	0.9202	0.5702	0.9202	0.9593
0.4121	1.8095	760	1.0010	0.5283	1.0010	1.0005
0.4121	1.8143	762	1.0386	0.4490	1.0386	1.0191
0.4121	1.8190	764	0.9918	0.5059	0.9918	0.9959
0.4121	1.8238	766	0.9043	0.4813	0.9043	0.9509
0.4121	1.8286	768	0.8694	0.5557	0.8694	0.9324
0.4121	1.8333	770	0.8754	0.5248	0.8754	0.9356
0.4121	1.8381	772	0.8918	0.5248	0.8918	0.9443
0.4121	1.8429	774	0.9353	0.5227	0.9353	0.9671
0.4121	1.8476	776	1.0125	0.5142	1.0125	1.0062
0.4121	1.8524	778	1.0332	0.5142	1.0332	1.0165
0.4121	1.8571	780	0.9708	0.5142	0.9708	0.9853
0.4121	1.8619	782	0.9256	0.5708	0.9256	0.9621
0.4121	1.8667	784	0.8941	0.5955	0.8941	0.9456
0.4121	1.8714	786	0.9147	0.6168	0.9147	0.9564
0.4121	1.8762	788	0.9952	0.5726	0.9952	0.9976
0.4121	1.8810	790	1.1424	0.4987	1.1424	1.0688
0.4121	1.8857	792	1.2840	0.3885	1.2840	1.1331
0.4121	1.8905	794	1.2570	0.3885	1.2570	1.1211
0.4121	1.8952	796	1.1615	0.4240	1.1615	1.0777
0.4121	1.9	798	1.0916	0.4744	1.0916	1.0448
0.4121	1.9048	800	1.0491	0.4643	1.0491	1.0243
0.4121	1.9095	802	1.0303	0.4643	1.0303	1.0151
0.4121	1.9143	804	0.9734	0.4663	0.9734	0.9866
0.4121	1.9190	806	0.9645	0.4802	0.9645	0.9821
0.4121	1.9238	808	1.0394	0.4898	1.0394	1.0195
0.4121	1.9286	810	1.1653	0.4614	1.1653	1.0795
0.4121	1.9333	812	1.3094	0.4015	1.3094	1.1443
0.4121	1.9381	814	1.3234	0.4015	1.3234	1.1504
0.4121	1.9429	816	1.2247	0.4627	1.2247	1.1067
0.4121	1.9476	818	1.1042	0.5013	1.1042	1.0508
0.4121	1.9524	820	1.0293	0.5474	1.0293	1.0145
0.4121	1.9571	822	0.9790	0.5874	0.9790	0.9894
0.4121	1.9619	824	1.0122	0.5474	1.0122	1.0061
0.4121	1.9667	826	1.1089	0.4928	1.1089	1.0530
0.4121	1.9714	828	1.2506	0.3983	1.2506	1.1183
0.4121	1.9762	830	1.3228	0.4194	1.3228	1.1501
0.4121	1.9810	832	1.3161	0.4194	1.3161	1.1472
0.4121	1.9857	834	1.2879	0.4194	1.2879	1.1349
0.4121	1.9905	836	1.2755	0.4194	1.2755	1.1294
0.4121	1.9952	838	1.3385	0.4202	1.3385	1.1569
0.4121	2.0	840	1.3779	0.4213	1.3779	1.1738
0.4121	2.0048	842	1.3661	0.3753	1.3661	1.1688
0.4121	2.0095	844	1.3191	0.4213	1.3191	1.1485
0.4121	2.0143	846	1.1865	0.4735	1.1865	1.0893
0.4121	2.0190	848	1.1478	0.4595	1.1478	1.0714
0.4121	2.0238	850	1.0501	0.4490	1.0501	1.0248
0.4121	2.0286	852	0.9879	0.4216	0.9879	0.9939
0.4121	2.0333	854	0.9701	0.4375	0.9701	0.9850
0.4121	2.0381	856	0.9812	0.4079	0.9812	0.9906
0.4121	2.0429	858	1.0290	0.4057	1.0290	1.0144
0.4121	2.0476	860	1.1049	0.4459	1.1049	1.0512
0.4121	2.0524	862	1.2199	0.4059	1.2199	1.1045
0.4121	2.0571	864	1.2258	0.4059	1.2258	1.1072
0.4121	2.0619	866	1.1641	0.4456	1.1641	1.0789
0.4121	2.0667	868	1.1176	0.4342	1.1176	1.0572
0.4121	2.0714	870	1.1258	0.4194	1.1258	1.0610
0.4121	2.0762	872	1.1668	0.4456	1.1668	1.0802
0.4121	2.0810	874	1.2831	0.3976	1.2831	1.1328
0.4121	2.0857	876	1.3505	0.3753	1.3505	1.1621
0.4121	2.0905	878	1.3645	0.3753	1.3645	1.1681
0.4121	2.0952	880	1.3744	0.3753	1.3744	1.1723
0.4121	2.1	882	1.3609	0.3753	1.3609	1.1666
0.4121	2.1048	884	1.2855	0.4277	1.2855	1.1338
0.4121	2.1095	886	1.1672	0.4860	1.1672	1.0804
0.4121	2.1143	888	1.0514	0.5	1.0514	1.0254
0.4121	2.1190	890	1.0568	0.5488	1.0568	1.0280
0.4121	2.1238	892	1.1009	0.4375	1.1009	1.0492
0.4121	2.1286	894	1.0865	0.4875	1.0865	1.0424
0.4121	2.1333	896	1.1010	0.4886	1.1010	1.0493
0.4121	2.1381	898	1.0962	0.4898	1.0962	1.0470
0.4121	2.1429	900	1.0407	0.4898	1.0407	1.0201
0.4121	2.1476	902	1.0367	0.4898	1.0367	1.0182
0.4121	2.1524	904	1.0223	0.4375	1.0223	1.0111
0.4121	2.1571	906	1.0321	0.3945	1.0321	1.0159
0.4121	2.1619	908	1.0465	0.4342	1.0465	1.0230
0.4121	2.1667	910	1.0068	0.4656	1.0068	1.0034
0.4121	2.1714	912	0.9466	0.5402	0.9466	0.9729
0.4121	2.1762	914	0.9273	0.5556	0.9273	0.9630
0.4121	2.1810	916	0.9311	0.5556	0.9311	0.9649
0.4121	2.1857	918	0.9527	0.5527	0.9527	0.9761
0.4121	2.1905	920	0.9661	0.5106	0.9661	0.9829
0.4121	2.1952	922	0.9829	0.4941	0.9829	0.9914
0.4121	2.2	924	0.9927	0.5188	0.9927	0.9963
0.4121	2.2048	926	0.9501	0.5354	0.9501	0.9747
0.4121	2.2095	928	0.9076	0.5556	0.9076	0.9527
0.4121	2.2143	930	0.8675	0.5431	0.8675	0.9314
0.4121	2.2190	932	0.8469	0.5613	0.8469	0.9203
0.4121	2.2238	934	0.8044	0.6050	0.8044	0.8969
0.4121	2.2286	936	0.8197	0.5859	0.8197	0.9054
0.4121	2.2333	938	0.8655	0.5859	0.8655	0.9303
0.4121	2.2381	940	0.8928	0.6271	0.8928	0.9449
0.4121	2.2429	942	0.8447	0.6667	0.8447	0.9191
0.4121	2.2476	944	0.8446	0.6365	0.8446	0.9190
0.4121	2.2524	946	0.9096	0.6113	0.9096	0.9537
0.4121	2.2571	948	0.9768	0.5382	0.9768	0.9884
0.4121	2.2619	950	0.9405	0.5382	0.9405	0.9698
0.4121	2.2667	952	0.8163	0.6866	0.8163	0.9035
0.4121	2.2714	954	0.7289	0.6507	0.7289	0.8537
0.4121	2.2762	956	0.7144	0.6050	0.7144	0.8452
0.4121	2.2810	958	0.7180	0.6050	0.7180	0.8474
0.4121	2.2857	960	0.7536	0.6284	0.7536	0.8681
0.4121	2.2905	962	0.8051	0.6720	0.8051	0.8973
0.4121	2.2952	964	0.9116	0.6260	0.9116	0.9548
0.4121	2.3	966	0.9679	0.5013	0.9679	0.9838
0.4121	2.3048	968	0.9672	0.5382	0.9672	0.9835
0.4121	2.3095	970	0.8844	0.6475	0.8844	0.9404
0.4121	2.3143	972	0.8136	0.6520	0.8136	0.9020
0.4121	2.3190	974	0.7903	0.6520	0.7903	0.8890
0.4121	2.3238	976	0.8357	0.6520	0.8357	0.9141
0.4121	2.3286	978	0.9098	0.5887	0.9098	0.9538
0.4121	2.3333	980	0.8814	0.6301	0.8814	0.9388
0.4121	2.3381	982	0.8478	0.6301	0.8478	0.9208
0.4121	2.3429	984	0.8038	0.6486	0.8038	0.8966
0.4121	2.3476	986	0.7634	0.6262	0.7634	0.8737
0.4121	2.3524	988	0.7520	0.5935	0.7520	0.8672
0.4121	2.3571	990	0.7779	0.5935	0.7779	0.8820
0.4121	2.3619	992	0.8495	0.5271	0.8495	0.9217
0.4121	2.3667	994	0.9158	0.4924	0.9158	0.9570
0.4121	2.3714	996	0.9465	0.4649	0.9465	0.9729
0.4121	2.3762	998	1.0032	0.4911	1.0032	1.0016
0.099	2.3810	1000	1.0458	0.4886	1.0458	1.0226
0.099	2.3857	1002	1.0768	0.4886	1.0768	1.0377
0.099	2.3905	1004	1.0200	0.4911	1.0200	1.0099
0.099	2.3952	1006	0.9190	0.5278	0.9190	0.9587
0.099	2.4	1008	0.8855	0.5194	0.8855	0.9410
0.099	2.4048	1010	0.9156	0.5278	0.9156	0.9569
0.099	2.4095	1012	0.9879	0.4649	0.9879	0.9939
0.099	2.4143	1014	1.0449	0.4911	1.0449	1.0222
0.099	2.4190	1016	1.0325	0.4911	1.0325	1.0161
0.099	2.4238	1018	0.9378	0.5076	0.9378	0.9684
0.099	2.4286	1020	0.8591	0.5248	0.8591	0.9269
0.099	2.4333	1022	0.7821	0.6135	0.7821	0.8844
0.099	2.4381	1024	0.7528	0.6009	0.7528	0.8676
0.099	2.4429	1026	0.7972	0.6093	0.7972	0.8929
0.099	2.4476	1028	0.8339	0.55	0.8339	0.9132
0.099	2.4524	1030	0.8428	0.6390	0.8428	0.9180
0.099	2.4571	1032	0.8992	0.5920	0.8992	0.9483
0.099	2.4619	1034	0.9516	0.5887	0.9516	0.9755
0.099	2.4667	1036	0.9236	0.6260	0.9236	0.9611
0.099	2.4714	1038	0.8250	0.6520	0.8250	0.9083
0.099	2.4762	1040	0.7843	0.6154	0.7843	0.8856
0.099	2.4810	1042	0.7942	0.6195	0.7942	0.8912
0.099	2.4857	1044	0.7868	0.5970	0.7868	0.8870
0.099	2.4905	1046	0.7771	0.6050	0.7771	0.8815
0.099	2.4952	1048	0.8017	0.5734	0.8017	0.8954
0.099	2.5	1050	0.8577	0.6195	0.8577	0.9261
0.099	2.5048	1052	0.9446	0.6150	0.9446	0.9719
0.099	2.5095	1054	0.9412	0.5777	0.9412	0.9701
0.099	2.5143	1056	0.9248	0.6150	0.9248	0.9617
0.099	2.5190	1058	0.9506	0.5887	0.9506	0.9750
0.099	2.5238	1060	1.0043	0.5512	1.0043	1.0021
0.099	2.5286	1062	0.9710	0.6260	0.9710	0.9854
0.099	2.5333	1064	1.0190	0.5488	1.0190	1.0095
0.099	2.5381	1066	1.0691	0.5244	1.0691	1.0340
0.099	2.5429	1068	1.1261	0.4375	1.1261	1.0612
0.099	2.5476	1070	1.2232	0.4243	1.2232	1.1060
0.099	2.5524	1072	1.3020	0.4015	1.3020	1.1411
0.099	2.5571	1074	1.2147	0.4243	1.2147	1.1021
0.099	2.5619	1076	1.0488	0.5244	1.0488	1.0241
0.099	2.5667	1078	0.9729	0.5512	0.9729	0.9864
0.099	2.5714	1080	0.8985	0.5887	0.8985	0.9479
0.099	2.5762	1082	0.8426	0.6390	0.8426	0.9179
0.099	2.5810	1084	0.8539	0.5591	0.8539	0.9240
0.099	2.5857	1086	0.8159	0.6173	0.8159	0.9033
0.099	2.5905	1088	0.7877	0.6720	0.7877	0.8875
0.099	2.5952	1090	0.8012	0.6316	0.8012	0.8951
0.099	2.6	1092	0.8090	0.5909	0.8090	0.8995
0.099	2.6048	1094	0.7796	0.6316	0.7796	0.8830
0.099	2.6095	1096	0.7468	0.6203	0.7468	0.8642
0.099	2.6143	1098	0.7235	0.5831	0.7235	0.8506
0.099	2.6190	1100	0.7237	0.5987	0.7237	0.8507
0.099	2.6238	1102	0.7315	0.5962	0.7315	0.8553
0.099	2.6286	1104	0.7382	0.5962	0.7382	0.8592
0.099	2.6333	1106	0.7641	0.6284	0.7641	0.8742
0.099	2.6381	1108	0.8381	0.5946	0.8381	0.9155
0.099	2.6429	1110	0.9339	0.5649	0.9339	0.9664
0.099	2.6476	1112	1.0395	0.5244	1.0395	1.0196
0.099	2.6524	1114	1.0397	0.5244	1.0397	1.0196
0.099	2.6571	1116	0.9692	0.5488	0.9692	0.9845
0.099	2.6619	1118	0.8857	0.5702	0.8857	0.9411
0.099	2.6667	1120	0.8009	0.6135	0.8009	0.8949
0.099	2.6714	1122	0.7587	0.5962	0.7587	0.8710
0.099	2.6762	1124	0.7508	0.5962	0.7508	0.8665
0.099	2.6810	1126	0.7725	0.6362	0.7725	0.8789
0.099	2.6857	1128	0.8052	0.6480	0.8052	0.8973
0.099	2.6905	1130	0.8696	0.6434	0.8696	0.9325
0.099	2.6952	1132	0.9290	0.5855	0.9290	0.9638
0.099	2.7	1134	0.9136	0.6220	0.9136	0.9558
0.099	2.7048	1136	0.8899	0.6631	0.8899	0.9433
0.099	2.7095	1138	0.8381	0.6434	0.8381	0.9155
0.099	2.7143	1140	0.8341	0.6365	0.8341	0.9133
0.099	2.7190	1142	0.8559	0.6480	0.8559	0.9252
0.099	2.7238	1144	0.8751	0.6434	0.8751	0.9354
0.099	2.7286	1146	0.9077	0.5591	0.9077	0.9527
0.099	2.7333	1148	0.9015	0.6029	0.9015	0.9495
0.099	2.7381	1150	0.8650	0.5909	0.8650	0.9301
0.099	2.7429	1152	0.8055	0.5970	0.8055	0.8975
0.099	2.7476	1154	0.7837	0.6050	0.7837	0.8853
0.099	2.7524	1156	0.8190	0.5933	0.8190	0.9050
0.099	2.7571	1158	0.8896	0.6480	0.8896	0.9432
0.099	2.7619	1160	0.9430	0.6055	0.9430	0.9711
0.099	2.7667	1162	0.9779	0.5887	0.9779	0.9889
0.099	2.7714	1164	0.9601	0.5537	0.9601	0.9798
0.099	2.7762	1166	0.9853	0.5283	0.9853	0.9926
0.099	2.7810	1168	0.9733	0.5283	0.9733	0.9865
0.099	2.7857	1170	0.9252	0.4537	0.9252	0.9619
0.099	2.7905	1172	0.8724	0.5741	0.8724	0.9340
0.099	2.7952	1174	0.8448	0.5935	0.8448	0.9191
0.099	2.8	1176	0.8797	0.5741	0.8797	0.9379
0.099	2.8048	1178	0.9708	0.4541	0.9708	0.9853
0.099	2.8095	1180	0.9939	0.4541	0.9939	0.9969
0.099	2.8143	1182	0.9752	0.4845	0.9752	0.9875
0.099	2.8190	1184	0.9625	0.5354	0.9625	0.9810
0.099	2.8238	1186	0.9106	0.5474	0.9106	0.9542
0.099	2.8286	1188	0.8566	0.5823	0.8566	0.9255
0.099	2.8333	1190	0.7942	0.6284	0.7942	0.8912
0.099	2.8381	1192	0.7610	0.6182	0.7610	0.8724
0.099	2.8429	1194	0.7637	0.6405	0.7637	0.8739
0.099	2.8476	1196	0.7689	0.6473	0.7689	0.8769
0.099	2.8524	1198	0.7571	0.6473	0.7571	0.8701
0.099	2.8571	1200	0.7407	0.6604	0.7407	0.8607
0.099	2.8619	1202	0.7389	0.6473	0.7389	0.8596
0.099	2.8667	1204	0.7313	0.6568	0.7313	0.8552
0.099	2.8714	1206	0.7185	0.6758	0.7185	0.8477
0.099	2.8762	1208	0.6992	0.6549	0.6992	0.8362
0.099	2.8810	1210	0.6999	0.6329	0.6999	0.8366
0.099	2.8857	1212	0.7098	0.6329	0.7098	0.8425
0.099	2.8905	1214	0.7244	0.6329	0.7244	0.8511
0.099	2.8952	1216	0.7413	0.6075	0.7413	0.8610
0.099	2.9	1218	0.7584	0.6075	0.7584	0.8709
0.099	2.9048	1220	0.8002	0.5922	0.8002	0.8945
0.099	2.9095	1222	0.8601	0.6195	0.8601	0.9274
0.099	2.9143	1224	0.9103	0.5978	0.9103	0.9541
0.099	2.9190	1226	0.9858	0.5673	0.9858	0.9929
0.099	2.9238	1228	1.0231	0.5289	1.0231	1.0115
0.099	2.9286	1230	1.0675	0.4903	1.0675	1.0332
0.099	2.9333	1232	1.1376	0.5	1.1376	1.0666
0.099	2.9381	1234	1.1630	0.5	1.1630	1.0784
0.099	2.9429	1236	1.1558	0.5	1.1558	1.0751
0.099	2.9476	1238	1.1470	0.5	1.1470	1.0710
0.099	2.9524	1240	1.0882	0.5	1.0882	1.0432
0.099	2.9571	1242	1.0422	0.4987	1.0422	1.0209
0.099	2.9619	1244	1.0091	0.5119	1.0091	1.0045
0.099	2.9667	1246	1.0126	0.5119	1.0126	1.0063
0.099	2.9714	1248	0.9935	0.5135	0.9935	0.9967
0.099	2.9762	1250	0.9757	0.5537	0.9757	0.9878
0.099	2.9810	1252	1.0237	0.5135	1.0237	1.0118
0.099	2.9857	1254	1.0963	0.4987	1.0963	1.0471
0.099	2.9905	1256	1.1070	0.4987	1.1070	1.0522
0.099	2.9952	1258	1.0602	0.4987	1.0602	1.0296
0.099	3.0	1260	0.9679	0.5537	0.9679	0.9838
0.099	3.0048	1262	0.9182	0.5537	0.9182	0.9583
0.099	3.0095	1264	0.9356	0.5537	0.9356	0.9673
0.099	3.0143	1266	0.9476	0.5512	0.9476	0.9735
0.099	3.0190	1268	0.9365	0.5512	0.9365	0.9677
0.099	3.0238	1270	0.9675	0.5512	0.9675	0.9836
0.099	3.0286	1272	0.9465	0.5310	0.9465	0.9729
0.099	3.0333	1274	0.9628	0.5072	0.9628	0.9812
0.099	3.0381	1276	0.9994	0.4668	0.9994	0.9997
0.099	3.0429	1278	1.0188	0.4668	1.0188	1.0094
0.099	3.0476	1280	1.0024	0.4668	1.0024	1.0012
0.099	3.0524	1282	0.9573	0.4823	0.9573	0.9784
0.099	3.0571	1284	0.9132	0.5235	0.9132	0.9556
0.099	3.0619	1286	0.9163	0.5235	0.9163	0.9572
0.099	3.0667	1288	0.9580	0.5310	0.9580	0.9788
0.099	3.0714	1290	1.0251	0.5512	1.0251	1.0125
0.099	3.0762	1292	1.0515	0.5135	1.0515	1.0254
0.099	3.0810	1294	1.0408	0.5512	1.0408	1.0202
0.099	3.0857	1296	0.9845	0.5512	0.9845	0.9922
0.099	3.0905	1298	0.9039	0.5887	0.9039	0.9508
0.099	3.0952	1300	0.8436	0.6434	0.8436	0.9185
0.099	3.1	1302	0.8070	0.6322	0.8070	0.8984
0.099	3.1048	1304	0.7923	0.6341	0.7923	0.8901
0.099	3.1095	1306	0.8196	0.6538	0.8196	0.9053
0.099	3.1143	1308	0.8510	0.6322	0.8510	0.9225
0.099	3.1190	1310	0.8688	0.6322	0.8688	0.9321
0.099	3.1238	1312	0.8957	0.6631	0.8957	0.9464
0.099	3.1286	1314	0.9166	0.5887	0.9166	0.9574
0.099	3.1333	1316	0.9625	0.5887	0.9625	0.9811
0.099	3.1381	1318	1.0081	0.5512	1.0081	1.0041
0.099	3.1429	1320	1.0148	0.5512	1.0148	1.0074
0.099	3.1476	1322	1.0264	0.5512	1.0264	1.0131
0.099	3.1524	1324	1.0655	0.5512	1.0655	1.0322
0.099	3.1571	1326	1.1407	0.4974	1.1407	1.0680
0.099	3.1619	1328	1.1010	0.5	1.1010	1.0493
0.099	3.1667	1330	0.9952	0.5289	0.9952	0.9976
0.099	3.1714	1332	0.9367	0.4823	0.9367	0.9678
0.099	3.1762	1334	0.9295	0.4823	0.9295	0.9641
0.099	3.1810	1336	0.9254	0.4823	0.9254	0.9620
0.099	3.1857	1338	0.9498	0.4823	0.9498	0.9746
0.099	3.1905	1340	1.0161	0.4258	1.0161	1.0080
0.099	3.1952	1342	1.0542	0.4773	1.0542	1.0268
0.099	3.2	1344	1.1139	0.5	1.1139	1.0554
0.099	3.2048	1346	1.1498	0.4728	1.1498	1.0723
0.099	3.2095	1348	1.0723	0.4773	1.0723	1.0355
0.099	3.2143	1350	0.9750	0.4792	0.9750	0.9874
0.099	3.2190	1352	0.9147	0.5354	0.9147	0.9564
0.099	3.2238	1354	0.8456	0.5765	0.8456	0.9196
0.099	3.2286	1356	0.8007	0.6458	0.8007	0.8948
0.099	3.2333	1358	0.7635	0.6385	0.7635	0.8738
0.099	3.2381	1360	0.7667	0.6777	0.7667	0.8756
0.099	3.2429	1362	0.7806	0.6777	0.7806	0.8835
0.099	3.2476	1364	0.7887	0.6777	0.7887	0.8881
0.099	3.2524	1366	0.7905	0.6727	0.7905	0.8891
0.099	3.2571	1368	0.8258	0.6727	0.8258	0.9087
0.099	3.2619	1370	0.8365	0.6727	0.8365	0.9146
0.099	3.2667	1372	0.7897	0.6777	0.7897	0.8887
0.099	3.2714	1374	0.7659	0.6777	0.7659	0.8751
0.099	3.2762	1376	0.7395	0.6385	0.7395	0.8599
0.099	3.2810	1378	0.7167	0.6672	0.7167	0.8466
0.099	3.2857	1380	0.7021	0.6672	0.7021	0.8379
0.099	3.2905	1382	0.6992	0.6549	0.6992	0.8362
0.099	3.2952	1384	0.7127	0.6672	0.7127	0.8442
0.099	3.3	1386	0.7573	0.6686	0.7573	0.8702
0.099	3.3048	1388	0.8317	0.6209	0.8317	0.9120
0.099	3.3095	1390	0.8614	0.6410	0.8614	0.9281
0.099	3.3143	1392	0.8843	0.6040	0.8843	0.9404
0.099	3.3190	1394	0.8530	0.6209	0.8530	0.9236
0.099	3.3238	1396	0.7908	0.6686	0.7908	0.8893
0.099	3.3286	1398	0.7459	0.6528	0.7459	0.8636
0.099	3.3333	1400	0.7218	0.6329	0.7218	0.8496
0.099	3.3381	1402	0.7185	0.6329	0.7185	0.8476
0.099	3.3429	1404	0.7313	0.6329	0.7313	0.8552
0.099	3.3476	1406	0.7682	0.6182	0.7682	0.8765
0.099	3.3524	1408	0.8009	0.6528	0.8009	0.8949
0.099	3.3571	1410	0.8159	0.6307	0.8159	0.9033
0.099	3.3619	1412	0.8118	0.6307	0.8118	0.9010
0.099	3.3667	1414	0.8092	0.6307	0.8092	0.8996
0.099	3.3714	1416	0.8190	0.6307	0.8190	0.9050
0.099	3.3762	1418	0.8386	0.6050	0.8386	0.9158
0.099	3.3810	1420	0.8716	0.5613	0.8716	0.9336
0.099	3.3857	1422	0.9295	0.4957	0.9295	0.9641
0.099	3.3905	1424	0.9460	0.5197	0.9460	0.9726
0.099	3.3952	1426	0.9766	0.5426	0.9766	0.9882
0.099	3.4	1428	0.9295	0.5808	0.9295	0.9641
0.099	3.4048	1430	0.8768	0.6567	0.8768	0.9364
0.099	3.4095	1432	0.8183	0.6271	0.8183	0.9046
0.099	3.4143	1434	0.7526	0.6182	0.7526	0.8676
0.099	3.4190	1436	0.7201	0.6329	0.7201	0.8486
0.099	3.4238	1438	0.7118	0.6329	0.7118	0.8437
0.099	3.4286	1440	0.7227	0.6329	0.7227	0.8501
0.099	3.4333	1442	0.7513	0.6405	0.7513	0.8668
0.099	3.4381	1444	0.7893	0.6314	0.7893	0.8884
0.099	3.4429	1446	0.8192	0.6585	0.8192	0.9051
0.099	3.4476	1448	0.8743	0.5588	0.8743	0.9350
0.099	3.4524	1450	0.9201	0.5588	0.9201	0.9592
0.099	3.4571	1452	0.9512	0.5310	0.9512	0.9753
0.099	3.4619	1454	0.9698	0.5537	0.9698	0.9848
0.099	3.4667	1456	0.9388	0.5310	0.9388	0.9689
0.099	3.4714	1458	0.8853	0.6365	0.8853	0.9409
0.099	3.4762	1460	0.8543	0.6365	0.8543	0.9243
0.099	3.4810	1462	0.8232	0.6365	0.8232	0.9073
0.099	3.4857	1464	0.8272	0.6365	0.8272	0.9095
0.099	3.4905	1466	0.8474	0.6365	0.8474	0.9205
0.099	3.4952	1468	0.8823	0.6365	0.8823	0.9393
0.099	3.5	1470	0.9118	0.6189	0.9118	0.9549
0.099	3.5048	1472	0.9505	0.6168	0.9505	0.9749
0.099	3.5095	1474	0.9539	0.5401	0.9539	0.9767
0.099	3.5143	1476	0.9090	0.5757	0.9090	0.9534
0.099	3.5190	1478	0.8517	0.6195	0.8517	0.9229
0.099	3.5238	1480	0.8187	0.6284	0.8187	0.9048
0.099	3.5286	1482	0.7968	0.6284	0.7968	0.8926
0.099	3.5333	1484	0.7880	0.6528	0.7880	0.8877
0.099	3.5381	1486	0.8012	0.6528	0.8012	0.8951
0.099	3.5429	1488	0.8244	0.6284	0.8244	0.9080
0.099	3.5476	1490	0.8650	0.5757	0.8650	0.9301
0.099	3.5524	1492	0.9357	0.5808	0.9357	0.9673
0.099	3.5571	1494	1.0052	0.5512	1.0052	1.0026
0.099	3.5619	1496	1.0729	0.5378	1.0729	1.0358
0.099	3.5667	1498	1.0710	0.4881	1.0710	1.0349
0.0654	3.5714	1500	0.9989	0.5867	0.9989	0.9994
0.0654	3.5762	1502	0.8805	0.6727	0.8805	0.9383
0.0654	3.5810	1504	0.7645	0.6585	0.7645	0.8743
0.0654	3.5857	1506	0.7165	0.6618	0.7165	0.8465
0.0654	3.5905	1508	0.7002	0.6405	0.7002	0.8368
0.0654	3.5952	1510	0.7008	0.6638	0.7008	0.8371
0.0654	3.6	1512	0.6994	0.6182	0.6994	0.8363
0.0654	3.6048	1514	0.7168	0.6405	0.7168	0.8467
0.0654	3.6095	1516	0.7624	0.6686	0.7624	0.8731
0.0654	3.6143	1518	0.8204	0.6884	0.8204	0.9058
0.0654	3.6190	1520	0.8883	0.6410	0.8883	0.9425
0.0654	3.6238	1522	0.8988	0.6301	0.8988	0.9481
0.0654	3.6286	1524	0.8791	0.5978	0.8791	0.9376
0.0654	3.6333	1526	0.8344	0.6585	0.8344	0.9134
0.0654	3.6381	1528	0.8099	0.6585	0.8099	0.8999
0.0654	3.6429	1530	0.7839	0.6884	0.7839	0.8854
0.0654	3.6476	1532	0.7594	0.6884	0.7594	0.8714
0.0654	3.6524	1534	0.7325	0.6739	0.7325	0.8559
0.0654	3.6571	1536	0.7196	0.6618	0.7196	0.8483
0.0654	3.6619	1538	0.7173	0.6822	0.7173	0.8469
0.0654	3.6667	1540	0.7085	0.6739	0.7085	0.8417
0.0654	3.6714	1542	0.6994	0.6528	0.6994	0.8363
0.0654	3.6762	1544	0.7054	0.6739	0.7054	0.8399
0.0654	3.6810	1546	0.7085	0.6941	0.7085	0.8418
0.0654	3.6857	1548	0.7055	0.6768	0.7055	0.8399
0.0654	3.6905	1550	0.7040	0.6768	0.7040	0.8391
0.0654	3.6952	1552	0.6854	0.6901	0.6854	0.8279
0.0654	3.7	1554	0.6888	0.6901	0.6888	0.8299
0.0654	3.7048	1556	0.6969	0.6704	0.6969	0.8348
0.0654	3.7095	1558	0.7222	0.6686	0.7222	0.8498
0.0654	3.7143	1560	0.7507	0.6884	0.7507	0.8664
0.0654	3.7190	1562	0.7834	0.6698	0.7834	0.8851
0.0654	3.7238	1564	0.8297	0.6092	0.8297	0.9109
0.0654	3.7286	1566	0.8406	0.5702	0.8406	0.9168
0.0654	3.7333	1568	0.8369	0.5991	0.8369	0.9148
0.0654	3.7381	1570	0.8230	0.5850	0.8230	0.9072
0.0654	3.7429	1572	0.8383	0.55	0.8383	0.9156
0.0654	3.7476	1574	0.8330	0.5248	0.8330	0.9127
0.0654	3.7524	1576	0.8451	0.5248	0.8451	0.9193
0.0654	3.7571	1578	0.8347	0.4984	0.8347	0.9136
0.0654	3.7619	1580	0.8221	0.5301	0.8221	0.9067
0.0654	3.7667	1582	0.7974	0.6411	0.7974	0.8930
0.0654	3.7714	1584	0.7835	0.6284	0.7835	0.8852
0.0654	3.7762	1586	0.7688	0.6507	0.7688	0.8768
0.0654	3.7810	1588	0.7689	0.6458	0.7689	0.8768
0.0654	3.7857	1590	0.7582	0.6385	0.7582	0.8707
0.0654	3.7905	1592	0.7661	0.6667	0.7661	0.8753
0.0654	3.7952	1594	0.7592	0.6507	0.7592	0.8713
0.0654	3.8	1596	0.7588	0.6284	0.7588	0.8711
0.0654	3.8048	1598	0.7521	0.6284	0.7521	0.8672
0.0654	3.8095	1600	0.7492	0.6284	0.7492	0.8656
0.0654	3.8143	1602	0.7400	0.6050	0.7400	0.8602
0.0654	3.8190	1604	0.7492	0.6284	0.7492	0.8656
0.0654	3.8238	1606	0.7562	0.6507	0.7562	0.8696
0.0654	3.8286	1608	0.7446	0.6618	0.7446	0.8629
0.0654	3.8333	1610	0.7441	0.6314	0.7441	0.8626
0.0654	3.8381	1612	0.7376	0.6618	0.7376	0.8588
0.0654	3.8429	1614	0.7160	0.6329	0.7160	0.8461
0.0654	3.8476	1616	0.7041	0.6329	0.7041	0.8391
0.0654	3.8524	1618	0.7116	0.6329	0.7116	0.8436
0.0654	3.8571	1620	0.7267	0.6329	0.7267	0.8525
0.0654	3.8619	1622	0.7490	0.6307	0.7490	0.8654
0.0654	3.8667	1624	0.7764	0.6307	0.7764	0.8811
0.0654	3.8714	1626	0.8013	0.6307	0.8013	0.8951
0.0654	3.8762	1628	0.8246	0.6307	0.8246	0.9081
0.0654	3.8810	1630	0.8437	0.6431	0.8437	0.9185
0.0654	3.8857	1632	0.8259	0.6634	0.8259	0.9088
0.0654	3.8905	1634	0.8168	0.6634	0.8168	0.9038
0.0654	3.8952	1636	0.8003	0.6519	0.8003	0.8946
0.0654	3.9	1638	0.7707	0.6519	0.7707	0.8779
0.0654	3.9048	1640	0.7466	0.6334	0.7466	0.8641
0.0654	3.9095	1642	0.7437	0.6334	0.7437	0.8624
0.0654	3.9143	1644	0.7501	0.6538	0.7501	0.8661
0.0654	3.9190	1646	0.7431	0.6471	0.7431	0.8620
0.0654	3.9238	1648	0.7435	0.6671	0.7435	0.8623
0.0654	3.9286	1650	0.7645	0.6405	0.7645	0.8744
0.0654	3.9333	1652	0.7841	0.6519	0.7841	0.8855
0.0654	3.9381	1654	0.7894	0.6519	0.7894	0.8885
0.0654	3.9429	1656	0.7461	0.6471	0.7461	0.8638
0.0654	3.9476	1658	0.7322	0.6471	0.7322	0.8557
0.0654	3.9524	1660	0.7258	0.6471	0.7258	0.8519
0.0654	3.9571	1662	0.7188	0.6606	0.7188	0.8478
0.0654	3.9619	1664	0.7170	0.6741	0.7170	0.8467
0.0654	3.9667	1666	0.7270	0.6707	0.7270	0.8527
0.0654	3.9714	1668	0.7397	0.6897	0.7397	0.8601
0.0654	3.9762	1670	0.7471	0.6897	0.7471	0.8644
0.0654	3.9810	1672	0.7385	0.6897	0.7385	0.8594
0.0654	3.9857	1674	0.7307	0.6897	0.7307	0.8548
0.0654	3.9905	1676	0.7414	0.6751	0.7414	0.8611
0.0654	3.9952	1678	0.7725	0.6604	0.7725	0.8789
0.0654	4.0	1680	0.8357	0.6667	0.8357	0.9142
0.0654	4.0048	1682	0.8797	0.5898	0.8797	0.9379
0.0654	4.0095	1684	0.8963	0.5808	0.8963	0.9467
0.0654	4.0143	1686	0.8702	0.5808	0.8702	0.9328
0.0654	4.0190	1688	0.8257	0.5358	0.8257	0.9087
0.0654	4.0238	1690	0.7818	0.6093	0.7818	0.8842
0.0654	4.0286	1692	0.7426	0.6329	0.7426	0.8618
0.0654	4.0333	1694	0.7150	0.6329	0.7150	0.8456
0.0654	4.0381	1696	0.6967	0.6329	0.6967	0.8347
0.0654	4.0429	1698	0.6978	0.6758	0.6978	0.8353
0.0654	4.0476	1700	0.7262	0.6604	0.7262	0.8522
0.0654	4.0524	1702	0.7694	0.6794	0.7694	0.8772
0.0654	4.0571	1704	0.8051	0.6794	0.8051	0.8973
0.0654	4.0619	1706	0.8769	0.6410	0.8769	0.9364
0.0654	4.0667	1708	0.9617	0.5257	0.9617	0.9806
0.0654	4.0714	1710	0.9440	0.5748	0.9440	0.9716
0.0654	4.0762	1712	0.9086	0.5808	0.9086	0.9532
0.0654	4.0810	1714	0.8882	0.5808	0.8882	0.9425
0.0654	4.0857	1716	0.8946	0.5808	0.8946	0.9459
0.0654	4.0905	1718	0.9048	0.5702	0.9048	0.9512
0.0654	4.0952	1720	0.8916	0.5702	0.8916	0.9443
0.0654	4.1	1722	0.8885	0.5588	0.8885	0.9426
0.0654	4.1048	1724	0.8767	0.5588	0.8767	0.9363
0.0654	4.1095	1726	0.8730	0.5645	0.8730	0.9343
0.0654	4.1143	1728	0.8537	0.5405	0.8537	0.9239
0.0654	4.1190	1730	0.8414	0.5701	0.8414	0.9173
0.0654	4.1238	1732	0.8564	0.5701	0.8564	0.9254
0.0654	4.1286	1734	0.8770	0.5671	0.8770	0.9365
0.0654	4.1333	1736	0.8814	0.5897	0.8814	0.9389
0.0654	4.1381	1738	0.8632	0.5897	0.8632	0.9291
0.0654	4.1429	1740	0.8333	0.6076	0.8333	0.9129
0.0654	4.1476	1742	0.8237	0.6478	0.8237	0.9076
0.0654	4.1524	1744	0.8433	0.6209	0.8433	0.9183
0.0654	4.1571	1746	0.8462	0.6209	0.8462	0.9199
0.0654	4.1619	1748	0.8566	0.6209	0.8566	0.9255
0.0654	4.1667	1750	0.8678	0.5613	0.8678	0.9316
0.0654	4.1714	1752	0.8810	0.5671	0.8810	0.9386
0.0654	4.1762	1754	0.8908	0.5431	0.8908	0.9438
0.0654	4.1810	1756	0.8892	0.5671	0.8892	0.9430
0.0654	4.1857	1758	0.9100	0.5588	0.9100	0.9539
0.0654	4.1905	1760	0.9154	0.5588	0.9154	0.9568
0.0654	4.1952	1762	0.9064	0.5831	0.9064	0.9520
0.0654	4.2	1764	0.8611	0.5831	0.8611	0.9280
0.0654	4.2048	1766	0.8287	0.6209	0.8287	0.9103
0.0654	4.2095	1768	0.8150	0.6585	0.8150	0.9028
0.0654	4.2143	1770	0.8213	0.6585	0.8213	0.9062
0.0654	4.2190	1772	0.8391	0.6585	0.8391	0.9160
0.0654	4.2238	1774	0.8465	0.6777	0.8465	0.9200
0.0654	4.2286	1776	0.8376	0.6777	0.8376	0.9152
0.0654	4.2333	1778	0.7936	0.6822	0.7936	0.8909
0.0654	4.2381	1780	0.7752	0.6672	0.7752	0.8805
0.0654	4.2429	1782	0.7601	0.6455	0.7601	0.8718
0.0654	4.2476	1784	0.7448	0.6455	0.7448	0.8630
0.0654	4.2524	1786	0.7455	0.6455	0.7455	0.8634
0.0654	4.2571	1788	0.7520	0.6455	0.7520	0.8672
0.0654	4.2619	1790	0.7553	0.6455	0.7553	0.8691
0.0654	4.2667	1792	0.7627	0.6528	0.7627	0.8733
0.0654	4.2714	1794	0.7576	0.6672	0.7576	0.8704
0.0654	4.2762	1796	0.7770	0.6478	0.7770	0.8815
0.0654	4.2810	1798	0.8201	0.6585	0.8201	0.9056
0.0654	4.2857	1800	0.8793	0.6040	0.8793	0.9377
0.0654	4.2905	1802	0.9037	0.6005	0.9037	0.9506
0.0654	4.2952	1804	0.8990	0.6005	0.8990	0.9482
0.0654	4.3	1806	0.8741	0.6727	0.8741	0.9349
0.0654	4.3048	1808	0.8397	0.6727	0.8397	0.9163
0.0654	4.3095	1810	0.8338	0.6727	0.8338	0.9131
0.0654	4.3143	1812	0.8008	0.6727	0.8008	0.8949
0.0654	4.3190	1814	0.7880	0.6777	0.7880	0.8877
0.0654	4.3238	1816	0.8081	0.6727	0.8081	0.8989
0.0654	4.3286	1818	0.8196	0.6727	0.8196	0.9053
0.0654	4.3333	1820	0.8442	0.6727	0.8442	0.9188
0.0654	4.3381	1822	0.8544	0.6777	0.8544	0.9243
0.0654	4.3429	1824	0.8455	0.6777	0.8455	0.9195
0.0654	4.3476	1826	0.8103	0.6686	0.8103	0.9002
0.0654	4.3524	1828	0.7703	0.6478	0.7703	0.8777
0.0654	4.3571	1830	0.7573	0.6358	0.7573	0.8702
0.0654	4.3619	1832	0.7556	0.6358	0.7556	0.8692
0.0654	4.3667	1834	0.7523	0.6358	0.7523	0.8673
0.0654	4.3714	1836	0.7542	0.6568	0.7542	0.8684
0.0654	4.3762	1838	0.7651	0.6568	0.7651	0.8747
0.0654	4.3810	1840	0.7675	0.6686	0.7675	0.8761
0.0654	4.3857	1842	0.7920	0.6686	0.7920	0.8899
0.0654	4.3905	1844	0.8290	0.6458	0.8290	0.9105
0.0654	4.3952	1846	0.8469	0.6365	0.8469	0.9203
0.0654	4.4	1848	0.8657	0.6189	0.8657	0.9304
0.0654	4.4048	1850	0.8631	0.6189	0.8631	0.9290
0.0654	4.4095	1852	0.8420	0.5978	0.8420	0.9176
0.0654	4.4143	1854	0.8278	0.6271	0.8278	0.9098
0.0654	4.4190	1856	0.8223	0.6053	0.8223	0.9068
0.0654	4.4238	1858	0.8221	0.6271	0.8221	0.9067
0.0654	4.4286	1860	0.8071	0.6667	0.8071	0.8984
0.0654	4.4333	1862	0.7793	0.6884	0.7793	0.8828
0.0654	4.4381	1864	0.7400	0.6478	0.7400	0.8602
0.0654	4.4429	1866	0.7162	0.6307	0.7162	0.8463
0.0654	4.4476	1868	0.7122	0.6182	0.7122	0.8439
0.0654	4.4524	1870	0.7146	0.6358	0.7146	0.8453
0.0654	4.4571	1872	0.7372	0.6884	0.7372	0.8586
0.0654	4.4619	1874	0.7783	0.6884	0.7783	0.8822
0.0654	4.4667	1876	0.8553	0.6777	0.8553	0.9248
0.0654	4.4714	1878	0.9038	0.6221	0.9038	0.9507
0.0654	4.4762	1880	0.9144	0.6221	0.9144	0.9563
0.0654	4.4810	1882	0.8874	0.6221	0.8874	0.9420
0.0654	4.4857	1884	0.8228	0.6221	0.8228	0.9071
0.0654	4.4905	1886	0.7761	0.6777	0.7761	0.8810
0.0654	4.4952	1888	0.7423	0.6176	0.7423	0.8616
0.0654	4.5	1890	0.7320	0.6478	0.7320	0.8556
0.0654	4.5048	1892	0.7399	0.6528	0.7399	0.8602
0.0654	4.5095	1894	0.7680	0.6176	0.7680	0.8763
0.0654	4.5143	1896	0.8068	0.6727	0.8068	0.8982
0.0654	4.5190	1898	0.8445	0.6727	0.8445	0.9190
0.0654	4.5238	1900	0.8823	0.6727	0.8823	0.9393
0.0654	4.5286	1902	0.9122	0.5867	0.9122	0.9551
0.0654	4.5333	1904	0.9436	0.5512	0.9436	0.9714
0.0654	4.5381	1906	0.9524	0.5867	0.9524	0.9759
0.0654	4.5429	1908	0.9504	0.6221	0.9504	0.9749
0.0654	4.5476	1910	0.9419	0.6221	0.9419	0.9705
0.0654	4.5524	1912	0.9224	0.6221	0.9224	0.9604
0.0654	4.5571	1914	0.8693	0.6221	0.8693	0.9324
0.0654	4.5619	1916	0.7964	0.6727	0.7964	0.8924
0.0654	4.5667	1918	0.7376	0.6634	0.7376	0.8588
0.0654	4.5714	1920	0.7233	0.6431	0.7233	0.8505
0.0654	4.5762	1922	0.7300	0.6634	0.7300	0.8544
0.0654	4.5810	1924	0.7480	0.6634	0.7480	0.8648
0.0654	4.5857	1926	0.7716	0.6777	0.7716	0.8784
0.0654	4.5905	1928	0.7928	0.6777	0.7928	0.8904
0.0654	4.5952	1930	0.8028	0.6777	0.8028	0.8960
0.0654	4.6	1932	0.7781	0.6777	0.7781	0.8821
0.0654	4.6048	1934	0.7480	0.6739	0.7480	0.8649
0.0654	4.6095	1936	0.7376	0.6528	0.7376	0.8589
0.0654	4.6143	1938	0.7502	0.6528	0.7502	0.8661
0.0654	4.6190	1940	0.7545	0.6431	0.7545	0.8686
0.0654	4.6238	1942	0.7890	0.6585	0.7890	0.8883
0.0654	4.6286	1944	0.8193	0.6727	0.8193	0.9051
0.0654	4.6333	1946	0.8447	0.6727	0.8447	0.9191
0.0654	4.6381	1948	0.8594	0.6727	0.8594	0.9271
0.0654	4.6429	1950	0.8468	0.6727	0.8468	0.9202
0.0654	4.6476	1952	0.8190	0.6585	0.8190	0.9050
0.0654	4.6524	1954	0.8066	0.6585	0.8066	0.8981
0.0654	4.6571	1956	0.8162	0.6585	0.8162	0.9034
0.0654	4.6619	1958	0.8385	0.6727	0.8385	0.9157
0.0654	4.6667	1960	0.8577	0.6727	0.8577	0.9261
0.0654	4.6714	1962	0.8593	0.6727	0.8593	0.9270
0.0654	4.6762	1964	0.8161	0.6727	0.8161	0.9034
0.0654	4.6810	1966	0.7753	0.6585	0.7753	0.8805
0.0654	4.6857	1968	0.7595	0.6716	0.7595	0.8715
0.0654	4.6905	1970	0.7638	0.6568	0.7638	0.8739
0.0654	4.6952	1972	0.7753	0.6716	0.7753	0.8805
0.0654	4.7	1974	0.8054	0.6585	0.8054	0.8974
0.0654	4.7048	1976	0.8592	0.6727	0.8592	0.9269
0.0654	4.7095	1978	0.8960	0.6727	0.8960	0.9466
0.0654	4.7143	1980	0.9066	0.6221	0.9066	0.9522
0.0654	4.7190	1982	0.9075	0.6221	0.9075	0.9526
0.0654	4.7238	1984	0.8629	0.6727	0.8629	0.9289
0.0654	4.7286	1986	0.8132	0.6604	0.8132	0.9018
0.0654	4.7333	1988	0.7760	0.6405	0.7760	0.8809
0.0654	4.7381	1990	0.7585	0.6239	0.7585	0.8709
0.0654	4.7429	1992	0.7662	0.6358	0.7662	0.8753
0.0654	4.7476	1994	0.7840	0.6176	0.7840	0.8854
0.0654	4.7524	1996	0.8131	0.6176	0.8131	0.9017
0.0654	4.7571	1998	0.8532	0.6585	0.8532	0.9237
0.0518	4.7619	2000	0.8899	0.6567	0.8899	0.9433
0.0518	4.7667	2002	0.9151	0.6189	0.9151	0.9566
0.0518	4.7714	2004	0.9327	0.5777	0.9327	0.9658
0.0518	4.7762	2006	0.9400	0.6150	0.9400	0.9696
0.0518	4.7810	2008	0.9707	0.5777	0.9707	0.9852
0.0518	4.7857	2010	0.9962	0.5257	0.9962	0.9981
0.0518	4.7905	2012	0.9542	0.5777	0.9542	0.9768
0.0518	4.7952	2014	0.8916	0.6727	0.8916	0.9442
0.0518	4.8	2016	0.8515	0.6727	0.8515	0.9228
0.0518	4.8048	2018	0.7994	0.6777	0.7994	0.8941
0.0518	4.8095	2020	0.7648	0.6585	0.7648	0.8745
0.0518	4.8143	2022	0.7467	0.6568	0.7467	0.8641
0.0518	4.8190	2024	0.7356	0.6549	0.7356	0.8577
0.0518	4.8238	2026	0.7373	0.6549	0.7373	0.8587
0.0518	4.8286	2028	0.7479	0.6568	0.7479	0.8648
0.0518	4.8333	2030	0.7558	0.6686	0.7558	0.8694
0.0518	4.8381	2032	0.7606	0.6686	0.7606	0.8722
0.0518	4.8429	2034	0.7607	0.6686	0.7607	0.8722
0.0518	4.8476	2036	0.7693	0.6686	0.7693	0.8771
0.0518	4.8524	2038	0.7810	0.6686	0.7810	0.8837
0.0518	4.8571	2040	0.7953	0.6385	0.7953	0.8918
0.0518	4.8619	2042	0.7979	0.6385	0.7979	0.8933
0.0518	4.8667	2044	0.7877	0.6385	0.7877	0.8875
0.0518	4.8714	2046	0.7865	0.6385	0.7865	0.8868
0.0518	4.8762	2048	0.7784	0.6686	0.7784	0.8823
0.0518	4.8810	2050	0.7834	0.6686	0.7834	0.8851
0.0518	4.8857	2052	0.7869	0.6686	0.7869	0.8871
0.0518	4.8905	2054	0.7928	0.6528	0.7928	0.8904
0.0518	4.8952	2056	0.8045	0.6528	0.8045	0.8969
0.0518	4.9	2058	0.8169	0.6307	0.8169	0.9038
0.0518	4.9048	2060	0.8318	0.6050	0.8318	0.9120
0.0518	4.9095	2062	0.8479	0.5613	0.8479	0.9208
0.0518	4.9143	2064	0.8819	0.5431	0.8819	0.9391
0.0518	4.9190	2066	0.9007	0.5117	0.9007	0.9491
0.0518	4.9238	2068	0.9351	0.5588	0.9351	0.9670
0.0518	4.9286	2070	0.9575	0.5777	0.9575	0.9785
0.0518	4.9333	2072	0.9541	0.5777	0.9541	0.9768
0.0518	4.9381	2074	0.9407	0.5777	0.9407	0.9699
0.0518	4.9429	2076	0.9128	0.5777	0.9128	0.9554
0.0518	4.9476	2078	0.9084	0.6520	0.9084	0.9531
0.0518	4.9524	2080	0.8724	0.6520	0.8724	0.9340
0.0518	4.9571	2082	0.8333	0.6567	0.8333	0.9128
0.0518	4.9619	2084	0.8136	0.6365	0.8136	0.9020
0.0518	4.9667	2086	0.8086	0.6154	0.8086	0.8992
0.0518	4.9714	2088	0.8176	0.6154	0.8176	0.9042
0.0518	4.9762	2090	0.8287	0.6154	0.8287	0.9103
0.0518	4.9810	2092	0.8449	0.6154	0.8449	0.9192
0.0518	4.9857	2094	0.8658	0.6365	0.8658	0.9305
0.0518	4.9905	2096	0.8707	0.6365	0.8707	0.9331
0.0518	4.9952	2098	0.8520	0.6365	0.8520	0.9231
0.0518	5.0	2100	0.8451	0.6365	0.8451	0.9193
0.0518	5.0048	2102	0.8367	0.6585	0.8367	0.9147
0.0518	5.0095	2104	0.8443	0.6585	0.8443	0.9188
0.0518	5.0143	2106	0.8464	0.6585	0.8464	0.9200
0.0518	5.0190	2108	0.8429	0.6585	0.8429	0.9181
0.0518	5.0238	2110	0.8293	0.6217	0.8293	0.9107
0.0518	5.0286	2112	0.8208	0.6217	0.8208	0.9060
0.0518	5.0333	2114	0.8148	0.6528	0.8148	0.9027
0.0518	5.0381	2116	0.7988	0.6455	0.7988	0.8937
0.0518	5.0429	2118	0.7892	0.6455	0.7892	0.8884
0.0518	5.0476	2120	0.7828	0.6455	0.7828	0.8848
0.0518	5.0524	2122	0.7910	0.6672	0.7910	0.8894
0.0518	5.0571	2124	0.8042	0.6358	0.8042	0.8968
0.0518	5.0619	2126	0.8403	0.6154	0.8403	0.9167
0.0518	5.0667	2128	0.8898	0.6365	0.8898	0.9433
0.0518	5.0714	2130	0.9465	0.6520	0.9465	0.9729
0.0518	5.0762	2132	0.9850	0.6150	0.9850	0.9925
0.0518	5.0810	2134	0.9700	0.6520	0.9700	0.9849
0.0518	5.0857	2136	0.9362	0.6727	0.9362	0.9676
0.0518	5.0905	2138	0.8974	0.6727	0.8974	0.9473
0.0518	5.0952	2140	0.8598	0.6667	0.8598	0.9273
0.0518	5.1	2142	0.8088	0.6473	0.8088	0.8993
0.0518	5.1048	2144	0.7708	0.6568	0.7708	0.8779
0.0518	5.1095	2146	0.7563	0.6568	0.7563	0.8696
0.0518	5.1143	2148	0.7664	0.6358	0.7664	0.8754
0.0518	5.1190	2150	0.8027	0.6568	0.8027	0.8959
0.0518	5.1238	2152	0.8624	0.6114	0.8624	0.9287
0.0518	5.1286	2154	0.9059	0.5726	0.9059	0.9518
0.0518	5.1333	2156	0.9498	0.5403	0.9498	0.9746
0.0518	5.1381	2158	0.9783	0.5403	0.9783	0.9891
0.0518	5.1429	2160	0.9857	0.5512	0.9857	0.9928
0.0518	5.1476	2162	0.9411	0.5562	0.9411	0.9701
0.0518	5.1524	2164	0.8864	0.6114	0.8864	0.9415
0.0518	5.1571	2166	0.8598	0.6154	0.8598	0.9272
0.0518	5.1619	2168	0.8703	0.6154	0.8703	0.9329
0.0518	5.1667	2170	0.9047	0.5757	0.9047	0.9511
0.0518	5.1714	2172	0.9404	0.5449	0.9404	0.9697
0.0518	5.1762	2174	0.9562	0.4783	0.9562	0.9778
0.0518	5.1810	2176	0.9400	0.5188	0.9400	0.9695
0.0518	5.1857	2178	0.9174	0.5336	0.9174	0.9578
0.0518	5.1905	2180	0.9036	0.5726	0.9036	0.9506
0.0518	5.1952	2182	0.8758	0.6114	0.8758	0.9358
0.0518	5.2	2184	0.8693	0.6114	0.8693	0.9324
0.0518	5.2048	2186	0.8728	0.6114	0.8728	0.9343
0.0518	5.2095	2188	0.8635	0.6114	0.8635	0.9292
0.0518	5.2143	2190	0.8487	0.6114	0.8487	0.9213
0.0518	5.2190	2192	0.8626	0.6114	0.8626	0.9288
0.0518	5.2238	2194	0.9078	0.6322	0.9078	0.9528
0.0518	5.2286	2196	0.9696	0.6150	0.9696	0.9847
0.0518	5.2333	2198	1.0036	0.6260	1.0036	1.0018
0.0518	5.2381	2200	1.0666	0.4637	1.0666	1.0328
0.0518	5.2429	2202	1.1138	0.4637	1.1138	1.0554
0.0518	5.2476	2204	1.1375	0.4375	1.1375	1.0665
0.0518	5.2524	2206	1.0995	0.4375	1.0995	1.0486
0.0518	5.2571	2208	1.0565	0.4864	1.0565	1.0278
0.0518	5.2619	2210	1.0188	0.5028	1.0188	1.0094
0.0518	5.2667	2212	0.9501	0.6055	0.9501	0.9747
0.0518	5.2714	2214	0.8838	0.6114	0.8838	0.9401
0.0518	5.2762	2216	0.8577	0.6114	0.8577	0.9261
0.0518	5.2810	2218	0.8714	0.6341	0.8714	0.9335
0.0518	5.2857	2220	0.9019	0.6538	0.9019	0.9497
0.0518	5.2905	2222	0.9123	0.6538	0.9123	0.9552
0.0518	5.2952	2224	0.9066	0.6429	0.9066	0.9521
0.0518	5.3	2226	0.8837	0.6429	0.8837	0.9400
0.0518	5.3048	2228	0.8474	0.6557	0.8474	0.9205
0.0518	5.3095	2230	0.8083	0.6361	0.8083	0.8991
0.0518	5.3143	2232	0.7646	0.6405	0.7646	0.8744
0.0518	5.3190	2234	0.7297	0.6538	0.7297	0.8542
0.0518	5.3238	2236	0.7171	0.6538	0.7171	0.8468
0.0518	5.3286	2238	0.7126	0.6538	0.7126	0.8441
0.0518	5.3333	2240	0.7328	0.6405	0.7328	0.8560
0.0518	5.3381	2242	0.7631	0.6405	0.7631	0.8735
0.0518	5.3429	2244	0.8078	0.6341	0.8078	0.8988
0.0518	5.3476	2246	0.8835	0.6727	0.8835	0.9399
0.0518	5.3524	2248	0.9266	0.6727	0.9266	0.9626
0.0518	5.3571	2250	0.9223	0.6727	0.9223	0.9604
0.0518	5.3619	2252	0.8989	0.6727	0.8989	0.9481
0.0518	5.3667	2254	0.8935	0.6727	0.8935	0.9452
0.0518	5.3714	2256	0.8862	0.6727	0.8862	0.9414
0.0518	5.3762	2258	0.8655	0.6727	0.8655	0.9303
0.0518	5.3810	2260	0.8476	0.6538	0.8476	0.9207
0.0518	5.3857	2262	0.8444	0.6538	0.8444	0.9189
0.0518	5.3905	2264	0.8477	0.6727	0.8477	0.9207
0.0518	5.3952	2266	0.8309	0.6538	0.8309	0.9115
0.0518	5.4	2268	0.8383	0.6727	0.8383	0.9156
0.0518	5.4048	2270	0.8606	0.6727	0.8606	0.9277
0.0518	5.4095	2272	0.8555	0.6727	0.8555	0.9250
0.0518	5.4143	2274	0.8392	0.6727	0.8392	0.9161
0.0518	5.4190	2276	0.8375	0.6727	0.8375	0.9152
0.0518	5.4238	2278	0.8251	0.6727	0.8251	0.9084
0.0518	5.4286	2280	0.8073	0.6538	0.8073	0.8985
0.0518	5.4333	2282	0.7767	0.6538	0.7767	0.8813
0.0518	5.4381	2284	0.7514	0.6716	0.7514	0.8668
0.0518	5.4429	2286	0.7439	0.6604	0.7439	0.8625
0.0518	5.4476	2288	0.7338	0.6604	0.7338	0.8566
0.0518	5.4524	2290	0.7263	0.6405	0.7263	0.8522
0.0518	5.4571	2292	0.7277	0.6405	0.7277	0.8530
0.0518	5.4619	2294	0.7438	0.6716	0.7438	0.8625
0.0518	5.4667	2296	0.7659	0.6538	0.7659	0.8752
0.0518	5.4714	2298	0.8078	0.6727	0.8078	0.8988
0.0518	5.4762	2300	0.8540	0.6727	0.8540	0.9241
0.0518	5.4810	2302	0.8709	0.6727	0.8709	0.9332
0.0518	5.4857	2304	0.8608	0.6727	0.8608	0.9278
0.0518	5.4905	2306	0.8310	0.6727	0.8310	0.9116
0.0518	5.4952	2308	0.8017	0.6727	0.8017	0.8954
0.0518	5.5	2310	0.8003	0.6727	0.8003	0.8946
0.0518	5.5048	2312	0.7972	0.6727	0.7972	0.8929
0.0518	5.5095	2314	0.7851	0.6727	0.7851	0.8861
0.0518	5.5143	2316	0.7849	0.6727	0.7849	0.8859
0.0518	5.5190	2318	0.7684	0.6727	0.7684	0.8766
0.0518	5.5238	2320	0.7533	0.6538	0.7533	0.8679
0.0518	5.5286	2322	0.7322	0.6884	0.7322	0.8557
0.0518	5.5333	2324	0.7108	0.6884	0.7108	0.8431
0.0518	5.5381	2326	0.6878	0.6814	0.6878	0.8293
0.0518	5.5429	2328	0.6772	0.6691	0.6772	0.8229
0.0518	5.5476	2330	0.6770	0.6476	0.6770	0.8228
0.0518	5.5524	2332	0.6748	0.6476	0.6748	0.8214
0.0518	5.5571	2334	0.6738	0.6476	0.6738	0.8209
0.0518	5.5619	2336	0.6765	0.6691	0.6765	0.8225
0.0518	5.5667	2338	0.6984	0.6739	0.6984	0.8357
0.0518	5.5714	2340	0.7481	0.6727	0.7481	0.8649
0.0518	5.5762	2342	0.8005	0.6727	0.8005	0.8947
0.0518	5.5810	2344	0.8320	0.6727	0.8320	0.9121
0.0518	5.5857	2346	0.8345	0.6727	0.8345	0.9135
0.0518	5.5905	2348	0.8270	0.6727	0.8270	0.9094
0.0518	5.5952	2350	0.7921	0.6727	0.7921	0.8900
0.0518	5.6	2352	0.7485	0.6696	0.7485	0.8651
0.0518	5.6048	2354	0.7028	0.6564	0.7028	0.8383
0.0518	5.6095	2356	0.6855	0.6683	0.6855	0.8279
0.0518	5.6143	2358	0.6843	0.6683	0.6843	0.8272
0.0518	5.6190	2360	0.6853	0.6683	0.6853	0.8278
0.0518	5.6238	2362	0.6936	0.6761	0.6936	0.8328
0.0518	5.6286	2364	0.7101	0.6591	0.7101	0.8427
0.0518	5.6333	2366	0.7380	0.6727	0.7380	0.8591
0.0518	5.6381	2368	0.7582	0.6727	0.7582	0.8707
0.0518	5.6429	2370	0.7654	0.6727	0.7654	0.8748
0.0518	5.6476	2372	0.7491	0.6727	0.7491	0.8655
0.0518	5.6524	2374	0.7340	0.6727	0.7340	0.8567
0.0518	5.6571	2376	0.7285	0.6777	0.7285	0.8535
0.0518	5.6619	2378	0.7337	0.6777	0.7337	0.8566
0.0518	5.6667	2380	0.7400	0.6777	0.7400	0.8603
0.0518	5.6714	2382	0.7580	0.6727	0.7580	0.8706
0.0518	5.6762	2384	0.7926	0.6727	0.7926	0.8903
0.0518	5.6810	2386	0.8278	0.6727	0.8278	0.9099
0.0518	5.6857	2388	0.8357	0.6727	0.8357	0.9142
0.0518	5.6905	2390	0.8507	0.6727	0.8507	0.9224
0.0518	5.6952	2392	0.8387	0.6727	0.8387	0.9158
0.0518	5.7	2394	0.8073	0.6727	0.8073	0.8985
0.0518	5.7048	2396	0.7812	0.6727	0.7812	0.8838
0.0518	5.7095	2398	0.7729	0.6727	0.7729	0.8792
0.0518	5.7143	2400	0.7614	0.6727	0.7614	0.8726
0.0518	5.7190	2402	0.7596	0.6727	0.7596	0.8716
0.0518	5.7238	2404	0.7722	0.7016	0.7722	0.8788
0.0518	5.7286	2406	0.7911	0.7016	0.7911	0.8895
0.0518	5.7333	2408	0.8181	0.6727	0.8181	0.9045
0.0518	5.7381	2410	0.8459	0.6367	0.8459	0.9197
0.0518	5.7429	2412	0.8766	0.6005	0.8766	0.9363
0.0518	5.7476	2414	0.9040	0.6113	0.9040	0.9508
0.0518	5.7524	2416	0.9035	0.6113	0.9035	0.9505
0.0518	5.7571	2418	0.9005	0.6113	0.9005	0.9490
0.0518	5.7619	2420	0.8901	0.6113	0.8901	0.9434
0.0518	5.7667	2422	0.8633	0.6367	0.8633	0.9291
0.0518	5.7714	2424	0.8331	0.6454	0.8331	0.9128
0.0518	5.7762	2426	0.8148	0.6454	0.8148	0.9027
0.0518	5.7810	2428	0.8015	0.6293	0.8015	0.8953
0.0518	5.7857	2430	0.7956	0.6478	0.7956	0.8920
0.0518	5.7905	2432	0.8043	0.6478	0.8043	0.8968
0.0518	5.7952	2434	0.8140	0.6431	0.8140	0.9022
0.0518	5.8	2436	0.8297	0.625	0.8297	0.9109
0.0518	5.8048	2438	0.8538	0.6454	0.8538	0.9240
0.0518	5.8095	2440	0.8675	0.6649	0.8675	0.9314
0.0518	5.8143	2442	0.8762	0.6367	0.8762	0.9361
0.0518	5.8190	2444	0.8867	0.6367	0.8867	0.9417
0.0518	5.8238	2446	0.8717	0.6367	0.8717	0.9336
0.0518	5.8286	2448	0.8377	0.6454	0.8377	0.9152
0.0518	5.8333	2450	0.8123	0.6634	0.8123	0.9013
0.0518	5.8381	2452	0.7858	0.6686	0.7858	0.8865
0.0518	5.8429	2454	0.7780	0.6686	0.7780	0.8820
0.0518	5.8476	2456	0.7868	0.6686	0.7868	0.8870
0.0518	5.8524	2458	0.7956	0.6293	0.7956	0.8920
0.0518	5.8571	2460	0.8094	0.6293	0.8094	0.8997
0.0518	5.8619	2462	0.8356	0.6410	0.8356	0.9141
0.0518	5.8667	2464	0.8441	0.6390	0.8441	0.9187
0.0518	5.8714	2466	0.8400	0.5921	0.8400	0.9165
0.0518	5.8762	2468	0.8212	0.5960	0.8212	0.9062
0.0518	5.8810	2470	0.7992	0.6116	0.7992	0.8940

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 4, 2024
Updated: Dec 4, 2024