ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k80_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k80_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k80_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 1, 2024
Updated: Dec 1, 2024
SHA: d01dce43

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k80_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: 0.9415
Qwk: 0.5234
Mse: 0.9415
Rmse: 0.9703

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	0.0062	2	4.6118	-0.0070	4.6118	2.1475
No log	0.0123	4	2.8406	0.0441	2.8406	1.6854
No log	0.0185	6	2.0905	0.0122	2.0905	1.4459
No log	0.0247	8	1.6644	0.0542	1.6644	1.2901
No log	0.0309	10	1.2695	0.1033	1.2695	1.1267
No log	0.0370	12	1.2440	0.1964	1.2440	1.1154
No log	0.0432	14	1.1442	0.3664	1.1442	1.0697
No log	0.0494	16	1.1332	0.3478	1.1332	1.0645
No log	0.0556	18	1.1196	0.3478	1.1196	1.0581
No log	0.0617	20	0.9821	0.4188	0.9821	0.9910
No log	0.0679	22	1.0824	0.4	1.0824	1.0404
No log	0.0741	24	1.3743	-0.0536	1.3743	1.1723
No log	0.0802	26	1.2292	0.1540	1.2292	1.1087
No log	0.0864	28	0.9449	0.3910	0.9449	0.9721
No log	0.0926	30	1.2317	0.1832	1.2317	1.1098
No log	0.0988	32	1.5596	0.1978	1.5596	1.2489
No log	0.1049	34	1.4427	0.1877	1.4427	1.2011
No log	0.1111	36	1.2408	0.1818	1.2408	1.1139
No log	0.1173	38	1.1291	0.2607	1.1291	1.0626
No log	0.1235	40	1.2174	0.0253	1.2174	1.1034
No log	0.1296	42	1.2302	-0.0198	1.2302	1.1091
No log	0.1358	44	1.1241	0.2979	1.1241	1.0603
No log	0.1420	46	1.0383	0.4756	1.0383	1.0190
No log	0.1481	48	0.9278	0.3942	0.9278	0.9632
No log	0.1543	50	0.8878	0.4	0.8878	0.9422
No log	0.1605	52	0.8759	0.4248	0.8759	0.9359
No log	0.1667	54	0.9254	0.5	0.9254	0.9620
No log	0.1728	56	0.9376	0.4852	0.9376	0.9683
No log	0.1790	58	0.9366	0.4627	0.9366	0.9678
No log	0.1852	60	0.9309	0.4586	0.9309	0.9648
No log	0.1914	62	0.9588	0.4586	0.9588	0.9792
No log	0.1975	64	1.0170	0.4333	1.0170	1.0085
No log	0.2037	66	0.9918	0.4	0.9918	0.9959
No log	0.2099	68	0.9479	0.3393	0.9479	0.9736
No log	0.2160	70	0.9148	0.3393	0.9148	0.9564
No log	0.2222	72	0.8746	0.3393	0.8746	0.9352
No log	0.2284	74	0.8388	0.3669	0.8388	0.9159
No log	0.2346	76	0.7954	0.4477	0.7954	0.8918
No log	0.2407	78	0.7958	0.4210	0.7958	0.8921
No log	0.2469	80	0.9146	0.4266	0.9146	0.9563
No log	0.2531	82	0.9721	0.2560	0.9721	0.9859
No log	0.2593	84	0.8892	0.3817	0.8892	0.9430
No log	0.2654	86	0.8791	0.4057	0.8791	0.9376
No log	0.2716	88	1.0241	0.3284	1.0241	1.0120
No log	0.2778	90	1.0791	0.3284	1.0791	1.0388
No log	0.2840	92	1.5689	0.0865	1.5689	1.2526
No log	0.2901	94	1.7322	-0.0675	1.7322	1.3161
No log	0.2963	96	1.1678	0.1758	1.1678	1.0806
No log	0.3025	98	0.8643	0.4057	0.8643	0.9297
No log	0.3086	100	0.8414	0.3864	0.8414	0.9173
No log	0.3148	102	0.7485	0.6074	0.7485	0.8652
No log	0.3210	104	0.6886	0.6080	0.6886	0.8298
No log	0.3272	106	0.6966	0.6061	0.6966	0.8347
No log	0.3333	108	0.6967	0.5895	0.6967	0.8347
No log	0.3395	110	0.6657	0.6394	0.6657	0.8159
No log	0.3457	112	0.6547	0.6272	0.6547	0.8092
No log	0.3519	114	0.6727	0.6548	0.6727	0.8202
No log	0.3580	116	0.7371	0.6671	0.7371	0.8585
No log	0.3642	118	0.7415	0.6010	0.7415	0.8611
No log	0.3704	120	0.7426	0.6010	0.7426	0.8617
No log	0.3765	122	0.8431	0.5584	0.8431	0.9182
No log	0.3827	124	1.2114	0.3680	1.2114	1.1006
No log	0.3889	126	1.3801	0.2864	1.3801	1.1748
No log	0.3951	128	1.2441	0.4375	1.2441	1.1154
No log	0.4012	130	0.9902	0.4987	0.9902	0.9951
No log	0.4074	132	0.7878	0.6026	0.7878	0.8876
No log	0.4136	134	0.9065	0.5154	0.9065	0.9521
No log	0.4198	136	1.0317	0.4987	1.0317	1.0157
No log	0.4259	138	0.9875	0.4659	0.9875	0.9937
No log	0.4321	140	1.0978	0.4653	1.0978	1.0477
No log	0.4383	142	1.0963	0.4653	1.0963	1.0471
No log	0.4444	144	1.0357	0.5154	1.0357	1.0177
No log	0.4506	146	0.8785	0.5526	0.8785	0.9373
No log	0.4568	148	0.7850	0.6786	0.7850	0.8860
No log	0.4630	150	0.7596	0.6045	0.7596	0.8715
No log	0.4691	152	0.7772	0.5143	0.7772	0.8816
No log	0.4753	154	0.7631	0.4777	0.7631	0.8736
No log	0.4815	156	0.6837	0.5757	0.6837	0.8268
No log	0.4877	158	0.6607	0.7039	0.6607	0.8128
No log	0.4938	160	0.6772	0.7145	0.6772	0.8229
No log	0.5	162	0.6839	0.6976	0.6839	0.8270
No log	0.5062	164	0.6818	0.7076	0.6818	0.8257
No log	0.5123	166	0.6534	0.6958	0.6534	0.8083
No log	0.5185	168	0.6279	0.7065	0.6279	0.7924
No log	0.5247	170	0.6467	0.7049	0.6467	0.8042
No log	0.5309	172	0.7318	0.6905	0.7318	0.8555
No log	0.5370	174	0.9582	0.5145	0.9582	0.9789
No log	0.5432	176	1.0803	0.4643	1.0803	1.0394
No log	0.5494	178	1.0061	0.5145	1.0061	1.0030
No log	0.5556	180	0.9314	0.5742	0.9314	0.9651
No log	0.5617	182	0.7835	0.6260	0.7835	0.8851
No log	0.5679	184	0.7291	0.6156	0.7291	0.8539
No log	0.5741	186	0.7266	0.6319	0.7266	0.8524
No log	0.5802	188	0.7991	0.6170	0.7991	0.8940
No log	0.5864	190	0.7757	0.6528	0.7757	0.8807
No log	0.5926	192	0.7339	0.5728	0.7339	0.8567
No log	0.5988	194	0.7554	0.5223	0.7554	0.8691
No log	0.6049	196	0.7915	0.5115	0.7915	0.8897
No log	0.6111	198	0.9321	0.5681	0.9321	0.9654
No log	0.6173	200	1.1600	0.4614	1.1600	1.0770
No log	0.6235	202	1.1087	0.4614	1.1087	1.0530
No log	0.6296	204	0.8457	0.6092	0.8457	0.9196
No log	0.6358	206	0.6776	0.5670	0.6776	0.8232
No log	0.6420	208	0.7233	0.5234	0.7233	0.8505
No log	0.6481	210	0.7992	0.5769	0.7992	0.8940
No log	0.6543	212	0.7589	0.5777	0.7589	0.8712
No log	0.6605	214	0.6703	0.5882	0.6703	0.8187
No log	0.6667	216	0.7950	0.6458	0.7950	0.8917
No log	0.6728	218	1.1351	0.4504	1.1351	1.0654
No log	0.6790	220	1.4529	0.4375	1.4529	1.2054
No log	0.6852	222	1.5621	0.3145	1.5621	1.2498
No log	0.6914	224	1.6285	0.1933	1.6285	1.2761
No log	0.6975	226	1.5448	0.2179	1.5448	1.2429
No log	0.7037	228	1.4724	0.3178	1.4724	1.2134
No log	0.7099	230	1.3720	0.4141	1.3720	1.1713
No log	0.7160	232	1.2331	0.4614	1.2331	1.1105
No log	0.7222	234	1.0899	0.5161	1.0899	1.0440
No log	0.7284	236	0.9892	0.5586	0.9892	0.9946
No log	0.7346	238	0.8532	0.5941	0.8532	0.9237
No log	0.7407	240	0.7403	0.6759	0.7403	0.8604
No log	0.7469	242	0.7204	0.6386	0.7204	0.8488
No log	0.7531	244	0.7246	0.6386	0.7246	0.8512
No log	0.7593	246	0.7437	0.6220	0.7437	0.8624
No log	0.7654	248	0.8130	0.6067	0.8130	0.9017
No log	0.7716	250	0.7991	0.5737	0.7991	0.8939
No log	0.7778	252	0.7216	0.6786	0.7216	0.8494
No log	0.7840	254	0.6948	0.5952	0.6948	0.8336
No log	0.7901	256	0.7080	0.6492	0.7080	0.8414
No log	0.7963	258	0.7155	0.5805	0.7155	0.8459
No log	0.8025	260	0.7500	0.625	0.7500	0.8660
No log	0.8086	262	0.9296	0.575	0.9296	0.9641
No log	0.8148	264	1.1285	0.4535	1.1285	1.0623
No log	0.8210	266	1.1838	0.4506	1.1838	1.0880
No log	0.8272	268	1.1980	0.4733	1.1980	1.0945
No log	0.8333	270	1.1451	0.4759	1.1451	1.0701
No log	0.8395	272	1.0634	0.5664	1.0634	1.0312
No log	0.8457	274	1.1084	0.5132	1.1084	1.0528
No log	0.8519	276	1.2308	0.4733	1.2308	1.1094
No log	0.8580	278	1.2460	0.4733	1.2460	1.1162
No log	0.8642	280	1.1656	0.4733	1.1656	1.0796
No log	0.8704	282	0.9859	0.5091	0.9859	0.9929
No log	0.8765	284	0.8975	0.5549	0.8975	0.9474
No log	0.8827	286	0.8907	0.6008	0.8907	0.9438
No log	0.8889	288	0.8947	0.5455	0.8947	0.9459
No log	0.8951	290	0.9286	0.5511	0.9286	0.9636
No log	0.9012	292	0.9856	0.5385	0.9856	0.9928
No log	0.9074	294	0.9638	0.5748	0.9638	0.9817
No log	0.9136	296	1.0033	0.5169	1.0033	1.0016
No log	0.9198	298	1.0537	0.4637	1.0537	1.0265
No log	0.9259	300	1.1566	0.4740	1.1566	1.0754
No log	0.9321	302	1.0568	0.4405	1.0568	1.0280
No log	0.9383	304	0.9765	0.5406	0.9765	0.9882
No log	0.9444	306	0.9950	0.4793	0.9950	0.9975
No log	0.9506	308	1.1202	0.4509	1.1202	1.0584
No log	0.9568	310	1.1168	0.4870	1.1168	1.0568
No log	0.9630	312	1.0352	0.5013	1.0352	1.0174
No log	0.9691	314	0.9030	0.5269	0.9030	0.9503
No log	0.9753	316	0.7555	0.6355	0.7555	0.8692
No log	0.9815	318	0.7218	0.6240	0.7218	0.8496
No log	0.9877	320	0.7348	0.6548	0.7348	0.8572
No log	0.9938	322	0.8432	0.5850	0.8432	0.9183
No log	1.0	324	0.8892	0.5850	0.8892	0.9430
No log	1.0062	326	0.8366	0.6383	0.8366	0.9146
No log	1.0123	328	0.7816	0.6396	0.7816	0.8841
No log	1.0185	330	0.7813	0.6295	0.7813	0.8839
No log	1.0247	332	0.8077	0.6140	0.8077	0.8987
No log	1.0309	334	0.9079	0.5656	0.9079	0.9528
No log	1.0370	336	0.9698	0.5534	0.9698	0.9848
No log	1.0432	338	0.9371	0.5325	0.9371	0.9680
No log	1.0494	340	0.9221	0.5556	0.9221	0.9602
No log	1.0556	342	0.9047	0.5870	0.9047	0.9512
No log	1.0617	344	0.9221	0.5628	0.9221	0.9603
No log	1.0679	346	0.9904	0.5164	0.9904	0.9952
No log	1.0741	348	1.1494	0.5012	1.1494	1.0721
No log	1.0802	350	1.2975	0.4520	1.2975	1.1391
No log	1.0864	352	1.2866	0.4308	1.2866	1.1343
No log	1.0926	354	1.1384	0.5270	1.1384	1.0670
No log	1.0988	356	1.0826	0.4803	1.0826	1.0405
No log	1.1049	358	1.1276	0.4793	1.1276	1.0619
No log	1.1111	360	1.3112	0.4526	1.3112	1.1451
No log	1.1173	362	1.4886	0.3617	1.4886	1.2201
No log	1.1235	364	1.5643	0.3617	1.5643	1.2507
No log	1.1296	366	1.4350	0.3986	1.4350	1.1979
No log	1.1358	368	1.2246	0.4759	1.2246	1.1066
No log	1.1420	370	1.1881	0.5	1.1881	1.0900
No log	1.1481	372	1.2427	0.4759	1.2427	1.1148
No log	1.1543	374	1.3139	0.4404	1.3139	1.1463
No log	1.1605	376	1.3254	0.4759	1.3254	1.1513
No log	1.1667	378	1.3684	0.3916	1.3684	1.1698
No log	1.1728	380	1.3127	0.4529	1.3127	1.1457
No log	1.1790	382	1.2414	0.4759	1.2414	1.1142
No log	1.1852	384	1.2611	0.4529	1.2611	1.1230
No log	1.1914	386	1.2140	0.5013	1.2140	1.1018
No log	1.1975	388	1.1498	0.5145	1.1498	1.0723
No log	1.2037	390	1.1701	0.5361	1.1701	1.0817
No log	1.2099	392	1.2604	0.5099	1.2604	1.1227
No log	1.2160	394	1.3159	0.5443	1.3159	1.1471
No log	1.2222	396	1.4476	0.3942	1.4476	1.2032
No log	1.2284	398	1.3841	0.4844	1.3841	1.1765
No log	1.2346	400	1.1327	0.5014	1.1327	1.0643
No log	1.2407	402	0.8890	0.4971	0.8890	0.9428
No log	1.2469	404	0.8137	0.4358	0.8137	0.9020
No log	1.2531	406	0.8300	0.4621	0.8300	0.9110
No log	1.2593	408	0.9350	0.5426	0.9350	0.9669
No log	1.2654	410	0.9972	0.5378	0.9972	0.9986
No log	1.2716	412	0.9026	0.5426	0.9026	0.9500
No log	1.2778	414	0.7884	0.5691	0.7884	0.8879
No log	1.2840	416	0.7177	0.6479	0.7177	0.8472
No log	1.2901	418	0.7201	0.6479	0.7201	0.8486
No log	1.2963	420	0.7506	0.6612	0.7506	0.8664
No log	1.3025	422	0.7275	0.6479	0.7275	0.8529
No log	1.3086	424	0.7337	0.6479	0.7337	0.8566
No log	1.3148	426	0.8108	0.6383	0.8108	0.9005
No log	1.3210	428	0.9466	0.5809	0.9466	0.9729
No log	1.3272	430	0.9216	0.6329	0.9216	0.9600
No log	1.3333	432	0.8370	0.6710	0.8370	0.9149
No log	1.3395	434	0.7188	0.6571	0.7188	0.8478
No log	1.3457	436	0.6990	0.6571	0.6990	0.8361
No log	1.3519	438	0.7045	0.6571	0.7045	0.8393
No log	1.3580	440	0.7599	0.6824	0.7599	0.8717
No log	1.3642	442	0.8496	0.6458	0.8496	0.9217
No log	1.3704	444	0.9283	0.5699	0.9283	0.9635
No log	1.3765	446	0.9825	0.5588	0.9825	0.9912
No log	1.3827	448	1.0064	0.5364	1.0064	1.0032
No log	1.3889	450	0.9568	0.5850	0.9568	0.9782
No log	1.3951	452	0.8917	0.6382	0.8917	0.9443
No log	1.4012	454	0.8707	0.5995	0.8707	0.9331
No log	1.4074	456	0.9204	0.5697	0.9204	0.9594
No log	1.4136	458	1.0920	0.5257	1.0920	1.0450
No log	1.4198	460	1.2314	0.4532	1.2314	1.1097
No log	1.4259	462	1.2321	0.4532	1.2321	1.1100
No log	1.4321	464	1.1979	0.4532	1.1979	1.0945
No log	1.4383	466	1.0962	0.5257	1.0962	1.0470
No log	1.4444	468	0.9372	0.604	0.9372	0.9681
No log	1.4506	470	0.8672	0.6360	0.8672	0.9312
No log	1.4568	472	0.8414	0.6479	0.8414	0.9173
No log	1.4630	474	0.8910	0.6223	0.8910	0.9439
No log	1.4691	476	0.9176	0.6363	0.9176	0.9579
No log	1.4753	478	1.0723	0.5881	1.0723	1.0355
No log	1.4815	480	1.1829	0.5349	1.1829	1.0876
No log	1.4877	482	1.1767	0.5349	1.1767	1.0848
No log	1.4938	484	1.0166	0.6329	1.0166	1.0083
No log	1.5	486	0.8460	0.6378	0.8460	0.9198
No log	1.5062	488	0.7654	0.6604	0.7654	0.8749
No log	1.5123	490	0.7537	0.6786	0.7537	0.8681
No log	1.5185	492	0.7691	0.6489	0.7691	0.8770
No log	1.5247	494	0.7856	0.6715	0.7856	0.8863
No log	1.5309	496	0.7815	0.6715	0.7815	0.8840
No log	1.5370	498	0.7469	0.6538	0.7469	0.8642
0.4322	1.5432	500	0.7205	0.7155	0.7205	0.8488
0.4322	1.5494	502	0.7312	0.7166	0.7312	0.8551
0.4322	1.5556	504	0.7617	0.7075	0.7617	0.8727
0.4322	1.5617	506	0.7432	0.7243	0.7432	0.8621
0.4322	1.5679	508	0.7257	0.7155	0.7257	0.8519
0.4322	1.5741	510	0.8058	0.6325	0.8058	0.8977
0.4322	1.5802	512	1.0037	0.5675	1.0037	1.0018
0.4322	1.5864	514	1.1412	0.4759	1.1412	1.0683
0.4322	1.5926	516	1.1365	0.4759	1.1365	1.0661
0.4322	1.5988	518	1.0322	0.4535	1.0322	1.0160
0.4322	1.6049	520	0.9147	0.5691	0.9147	0.9564
0.4322	1.6111	522	0.8714	0.6047	0.8714	0.9335
0.4322	1.6173	524	0.8762	0.6047	0.8762	0.9360
0.4322	1.6235	526	0.9260	0.5511	0.9260	0.9623
0.4322	1.6296	528	0.9986	0.5699	0.9986	0.9993
0.4322	1.6358	530	1.0099	0.5699	1.0099	1.0049
0.4322	1.6420	532	1.0045	0.5699	1.0045	1.0022
0.4322	1.6481	534	0.8928	0.5628	0.8928	0.9449
0.4322	1.6543	536	0.8690	0.5631	0.8690	0.9322
0.4322	1.6605	538	0.9332	0.5511	0.9332	0.9660
0.4322	1.6667	540	0.9241	0.5704	0.9241	0.9613
0.4322	1.6728	542	0.9361	0.5704	0.9361	0.9675
0.4322	1.6790	544	0.8890	0.6137	0.8890	0.9429
0.4322	1.6852	546	0.8807	0.6122	0.8807	0.9385
0.4322	1.6914	548	0.8550	0.6303	0.8550	0.9246
0.4322	1.6975	550	0.8776	0.6101	0.8776	0.9368
0.4322	1.7037	552	0.9318	0.5634	0.9318	0.9653
0.4322	1.7099	554	1.0357	0.4767	1.0357	1.0177
0.4322	1.7160	556	1.0478	0.4786	1.0478	1.0236
0.4322	1.7222	558	0.9939	0.5586	0.9939	0.9970
0.4322	1.7284	560	0.8822	0.6405	0.8822	0.9393
0.4322	1.7346	562	0.8427	0.64	0.8427	0.9180
0.4322	1.7407	564	0.8715	0.5919	0.8715	0.9335
0.4322	1.7469	566	0.8709	0.6092	0.8709	0.9332
0.4322	1.7531	568	0.7684	0.6241	0.7684	0.8766
0.4322	1.7593	570	0.7148	0.6513	0.7148	0.8455
0.4322	1.7654	572	0.6870	0.6908	0.6870	0.8289
0.4322	1.7716	574	0.6813	0.7016	0.6813	0.8254
0.4322	1.7778	576	0.6808	0.6855	0.6808	0.8251
0.4322	1.7840	578	0.6961	0.6595	0.6961	0.8344
0.4322	1.7901	580	0.7652	0.6671	0.7652	0.8747
0.4322	1.7963	582	0.8331	0.5072	0.8331	0.9128
0.4322	1.8025	584	0.9542	0.5013	0.9542	0.9768
0.4322	1.8086	586	1.0333	0.5013	1.0333	1.0165
0.4322	1.8148	588	1.1716	0.4870	1.1716	1.0824
0.4322	1.8210	590	1.3045	0.4851	1.3045	1.1422
0.4322	1.8272	592	1.2549	0.4860	1.2549	1.1202
0.4322	1.8333	594	1.0456	0.5039	1.0456	1.0226
0.4322	1.8395	596	0.8678	0.6444	0.8678	0.9315
0.4322	1.8457	598	0.8682	0.6444	0.8682	0.9318
0.4322	1.8519	600	1.0021	0.5655	1.0021	1.0011
0.4322	1.8580	602	1.0487	0.5659	1.0487	1.0241
0.4322	1.8642	604	0.9540	0.5281	0.9540	0.9767
0.4322	1.8704	606	0.9038	0.5586	0.9038	0.9507
0.4322	1.8765	608	0.8567	0.5613	0.8567	0.9256
0.4322	1.8827	610	0.8337	0.5385	0.8337	0.9131
0.4322	1.8889	612	0.8695	0.5385	0.8695	0.9325
0.4322	1.8951	614	1.0464	0.5039	1.0464	1.0229
0.4322	1.9012	616	1.2540	0.5095	1.2540	1.1198
0.4322	1.9074	618	1.2141	0.5095	1.2141	1.1018
0.4322	1.9136	620	1.0648	0.5281	1.0648	1.0319
0.4322	1.9198	622	0.9231	0.5586	0.9231	0.9608
0.4322	1.9259	624	0.9146	0.5586	0.9146	0.9564
0.4322	1.9321	626	0.9084	0.5952	0.9084	0.9531
0.4322	1.9383	628	0.9850	0.556	0.9850	0.9925
0.4322	1.9444	630	1.0570	0.5049	1.0570	1.0281
0.4322	1.9506	632	1.0200	0.5390	1.0200	1.0100
0.4322	1.9568	634	0.9216	0.5751	0.9216	0.9600
0.4322	1.9630	636	0.8222	0.6642	0.8222	0.9068
0.4322	1.9691	638	0.7462	0.6373	0.7462	0.8638
0.4322	1.9753	640	0.7411	0.6628	0.7411	0.8609
0.4322	1.9815	642	0.7938	0.6020	0.7938	0.8910
0.4322	1.9877	644	0.9622	0.5634	0.9622	0.9809
0.4322	1.9938	646	1.0704	0.5489	1.0704	1.0346
0.4322	2.0	648	1.0453	0.5489	1.0453	1.0224
0.4322	2.0062	650	0.9225	0.5634	0.9225	0.9604
0.4322	2.0123	652	0.7914	0.5806	0.7914	0.8896
0.4322	2.0185	654	0.7305	0.6778	0.7305	0.8547
0.4322	2.0247	656	0.7007	0.6786	0.7007	0.8371
0.4322	2.0309	658	0.7332	0.6241	0.7332	0.8563
0.4322	2.0370	660	0.8270	0.5947	0.8270	0.9094
0.4322	2.0432	662	1.0079	0.5821	1.0079	1.0040
0.4322	2.0494	664	1.2131	0.5038	1.2131	1.1014
0.4322	2.0556	666	1.2723	0.4332	1.2723	1.1280
0.4322	2.0617	668	1.1898	0.4794	1.1898	1.0908
0.4322	2.0679	670	1.0445	0.5039	1.0445	1.0220
0.4322	2.0741	672	0.8965	0.4896	0.8965	0.9468
0.4322	2.0802	674	0.8366	0.5673	0.8366	0.9147
0.4322	2.0864	676	0.8009	0.5286	0.8009	0.8949
0.4322	2.0926	678	0.7849	0.5542	0.7849	0.8860
0.4322	2.0988	680	0.7928	0.6098	0.7928	0.8904
0.4322	2.1049	682	0.8645	0.6190	0.8645	0.9298
0.4322	2.1111	684	0.9881	0.5026	0.9881	0.9940
0.4322	2.1173	686	1.0735	0.5239	1.0735	1.0361
0.4322	2.1235	688	1.0987	0.4535	1.0987	1.0482
0.4322	2.1296	690	1.1578	0.4271	1.1578	1.0760
0.4322	2.1358	692	1.1096	0.4765	1.1096	1.0534
0.4322	2.1420	694	1.0627	0.4675	1.0627	1.0309
0.4322	2.1481	696	1.0822	0.5161	1.0822	1.0403
0.4322	2.1543	698	1.2359	0.4271	1.2359	1.1117
0.4322	2.1605	700	1.3124	0.4277	1.3124	1.1456
0.4322	2.1667	702	1.2501	0.4046	1.2501	1.1181
0.4322	2.1728	704	1.1551	0.5145	1.1551	1.0747
0.4322	2.1790	706	1.0623	0.5512	1.0623	1.0307
0.4322	2.1852	708	1.1129	0.5512	1.1129	1.0549
0.4322	2.1914	710	1.2784	0.4637	1.2784	1.1307
0.4322	2.1975	712	1.5486	0.3366	1.5486	1.2444
0.4322	2.2037	714	1.6546	0.3239	1.6546	1.2863
0.4322	2.2099	716	1.5625	0.3366	1.5625	1.2500
0.4322	2.2160	718	1.4477	0.3475	1.4477	1.2032
0.4322	2.2222	720	1.2216	0.5129	1.2216	1.1053
0.4322	2.2284	722	1.0414	0.556	1.0414	1.0205
0.4322	2.2346	724	1.0012	0.5558	1.0012	1.0006
0.4322	2.2407	726	1.0051	0.5287	1.0051	1.0026
0.4322	2.2469	728	1.0595	0.5263	1.0595	1.0293
0.4322	2.2531	730	1.0909	0.5263	1.0909	1.0445
0.4322	2.2593	732	1.0291	0.5263	1.0291	1.0145
0.4322	2.2654	734	0.9061	0.5957	0.9061	0.9519
0.4322	2.2716	736	0.7968	0.6039	0.7968	0.8927
0.4322	2.2778	738	0.7667	0.6057	0.7667	0.8756
0.4322	2.2840	740	0.8048	0.6143	0.8048	0.8971
0.4322	2.2901	742	0.9089	0.6087	0.9089	0.9534
0.4322	2.2963	744	0.9385	0.6087	0.9385	0.9688
0.4322	2.3025	746	0.8762	0.6106	0.8762	0.9361
0.4322	2.3086	748	0.8912	0.5919	0.8912	0.9440
0.4322	2.3148	750	0.9439	0.5751	0.9439	0.9715
0.4322	2.3210	752	0.9746	0.5631	0.9746	0.9872
0.4322	2.3272	754	0.9653	0.5631	0.9653	0.9825
0.4322	2.3333	756	0.8894	0.6106	0.8894	0.9431
0.4322	2.3395	758	0.8757	0.5759	0.8757	0.9358
0.4322	2.3457	760	0.9271	0.5853	0.9271	0.9629
0.4322	2.3519	762	0.8988	0.5872	0.8988	0.9481
0.4322	2.3580	764	0.8282	0.6014	0.8282	0.9101
0.4322	2.3642	766	0.7875	0.6588	0.7875	0.8874
0.4322	2.3704	768	0.8040	0.6295	0.8040	0.8967
0.4322	2.3765	770	0.8590	0.6007	0.8590	0.9268
0.4322	2.3827	772	0.9504	0.5511	0.9504	0.9749
0.4322	2.3889	774	0.9482	0.5511	0.9482	0.9737
0.4322	2.3951	776	0.9082	0.5394	0.9082	0.9530
0.4322	2.4012	778	0.8651	0.5708	0.8651	0.9301
0.4322	2.4074	780	0.8269	0.5943	0.8269	0.9093
0.4322	2.4136	782	0.8001	0.5943	0.8001	0.8945
0.4322	2.4198	784	0.7852	0.5668	0.7852	0.8861
0.4322	2.4259	786	0.8034	0.5948	0.8034	0.8963
0.4322	2.4321	788	0.9161	0.5872	0.9161	0.9571
0.4322	2.4383	790	1.0750	0.6349	1.0750	1.0368
0.4322	2.4444	792	1.1624	0.5738	1.1624	1.0782
0.4322	2.4506	794	1.1297	0.5469	1.1297	1.0629
0.4322	2.4568	796	1.0130	0.5605	1.0130	1.0065
0.4322	2.4630	798	0.9354	0.5833	0.9354	0.9672
0.4322	2.4691	800	0.9168	0.5704	0.9168	0.9575
0.4322	2.4753	802	0.8948	0.6230	0.8948	0.9459
0.4322	2.4815	804	0.9226	0.5704	0.9226	0.9605
0.4322	2.4877	806	0.9706	0.5607	0.9706	0.9852
0.4322	2.4938	808	0.9742	0.5938	0.9742	0.9870
0.4322	2.5	810	1.0043	0.5938	1.0043	1.0021
0.4322	2.5062	812	0.9895	0.5928	0.9895	0.9948
0.4322	2.5123	814	0.8969	0.5759	0.8969	0.9471
0.4322	2.5185	816	0.8252	0.6295	0.8252	0.9084
0.4322	2.5247	818	0.8148	0.6295	0.8148	0.9027
0.4322	2.5309	820	0.8278	0.6143	0.8278	0.9098
0.4322	2.5370	822	0.8685	0.5872	0.8685	0.9320
0.4322	2.5432	824	0.8714	0.6378	0.8714	0.9335
0.4322	2.5494	826	0.8832	0.6298	0.8832	0.9398
0.4322	2.5556	828	0.8538	0.6051	0.8538	0.9240
0.4322	2.5617	830	0.8161	0.5795	0.8161	0.9034
0.4322	2.5679	832	0.7765	0.5877	0.7765	0.8812
0.4322	2.5741	834	0.7586	0.5943	0.7586	0.8710
0.4322	2.5802	836	0.7554	0.6150	0.7554	0.8691
0.4322	2.5864	838	0.7614	0.6453	0.7614	0.8726
0.4322	2.5926	840	0.8265	0.5714	0.8265	0.9091
0.4322	2.5988	842	0.8667	0.5872	0.8667	0.9310
0.4322	2.6049	844	0.8616	0.6140	0.8616	0.9282
0.4322	2.6111	846	0.8421	0.6140	0.8421	0.9177
0.4322	2.6173	848	0.7835	0.5767	0.7835	0.8851
0.4322	2.6235	850	0.7384	0.6584	0.7384	0.8593
0.4322	2.6296	852	0.7302	0.5726	0.7302	0.8545
0.4322	2.6358	854	0.7293	0.5726	0.7293	0.8540
0.4322	2.6420	856	0.7335	0.6584	0.7335	0.8564
0.4322	2.6481	858	0.7499	0.6628	0.7499	0.8660
0.4322	2.6543	860	0.7767	0.6511	0.7767	0.8813
0.4322	2.6605	862	0.8397	0.6152	0.8397	0.9163
0.4322	2.6667	864	0.8416	0.6152	0.8416	0.9174
0.4322	2.6728	866	0.7901	0.6268	0.7901	0.8889
0.4322	2.6790	868	0.7413	0.6628	0.7413	0.8610
0.4322	2.6852	870	0.7451	0.6658	0.7451	0.8632
0.4322	2.6914	872	0.7515	0.6658	0.7515	0.8669
0.4322	2.6975	874	0.7750	0.6699	0.7750	0.8804
0.4322	2.7037	876	0.8138	0.6462	0.8138	0.9021
0.4322	2.7099	878	0.8657	0.5938	0.8657	0.9305
0.4322	2.7160	880	0.9602	0.5794	0.9602	0.9799
0.4322	2.7222	882	1.0876	0.5468	1.0876	1.0429
0.4322	2.7284	884	1.1079	0.5468	1.1079	1.0526
0.4322	2.7346	886	1.0622	0.5274	1.0622	1.0306
0.4322	2.7407	888	1.0332	0.5730	1.0332	1.0165
0.4322	2.7469	890	1.0027	0.5453	1.0027	1.0013
0.4322	2.7531	892	1.0047	0.5638	1.0047	1.0024
0.4322	2.7593	894	1.0471	0.5613	1.0471	1.0233
0.4322	2.7654	896	1.0835	0.5929	1.0835	1.0409
0.4322	2.7716	898	1.0982	0.5468	1.0982	1.0479
0.4322	2.7778	900	1.0470	0.5468	1.0470	1.0232
0.4322	2.7840	902	0.9759	0.5919	0.9759	0.9879
0.4322	2.7901	904	0.9487	0.5919	0.9487	0.9740
0.4322	2.7963	906	0.8869	0.5949	0.8868	0.9417
0.4322	2.8025	908	0.8084	0.6298	0.8084	0.8991
0.4322	2.8086	910	0.7855	0.6423	0.7855	0.8863
0.4322	2.8148	912	0.7779	0.6423	0.7779	0.8820
0.4322	2.8210	914	0.8268	0.6444	0.8268	0.9093
0.4322	2.8272	916	0.8536	0.6404	0.8536	0.9239
0.4322	2.8333	918	0.7976	0.6725	0.7976	0.8931
0.4322	2.8395	920	0.7487	0.6932	0.7487	0.8653
0.4322	2.8457	922	0.7221	0.6484	0.7221	0.8498
0.4322	2.8519	924	0.6953	0.6979	0.6953	0.8339
0.4322	2.8580	926	0.6655	0.7028	0.6655	0.8158
0.4322	2.8642	928	0.6660	0.6863	0.6660	0.8161
0.4322	2.8704	930	0.6821	0.7028	0.6821	0.8259
0.4322	2.8765	932	0.6850	0.7028	0.6850	0.8277
0.4322	2.8827	934	0.7132	0.7252	0.7132	0.8445
0.4322	2.8889	936	0.7684	0.6422	0.7684	0.8766
0.4322	2.8951	938	0.7755	0.6904	0.7755	0.8806
0.4322	2.9012	940	0.7346	0.7023	0.7346	0.8571
0.4322	2.9074	942	0.7237	0.7023	0.7237	0.8507
0.4322	2.9136	944	0.7151	0.6705	0.7151	0.8456
0.4322	2.9198	946	0.7251	0.6614	0.7251	0.8515
0.4322	2.9259	948	0.7652	0.6817	0.7652	0.8748
0.4322	2.9321	950	0.7883	0.6919	0.7883	0.8879
0.4322	2.9383	952	0.8369	0.6205	0.8369	0.9148
0.4322	2.9444	954	0.8732	0.5724	0.8732	0.9345
0.4322	2.9506	956	0.9095	0.5730	0.9095	0.9537
0.4322	2.9568	958	0.8900	0.6186	0.8900	0.9434
0.4322	2.9630	960	0.8346	0.6699	0.8346	0.9136
0.4322	2.9691	962	0.8126	0.6571	0.8126	0.9015
0.4322	2.9753	964	0.8293	0.6456	0.8293	0.9107
0.4322	2.9815	966	0.8691	0.6042	0.8691	0.9323
0.4322	2.9877	968	0.8762	0.5938	0.8762	0.9361
0.4322	2.9938	970	0.9082	0.5610	0.9082	0.9530
0.4322	3.0	972	0.8671	0.5888	0.8671	0.9312
0.4322	3.0062	974	0.7952	0.6311	0.7952	0.8917
0.4322	3.0123	976	0.7603	0.6329	0.7603	0.8720
0.4322	3.0185	978	0.7623	0.6329	0.7623	0.8731
0.4322	3.0247	980	0.8021	0.6547	0.8021	0.8956
0.4322	3.0309	982	0.9147	0.5938	0.9147	0.9564
0.4322	3.0370	984	0.9882	0.5829	0.9882	0.9941
0.4322	3.0432	986	0.9490	0.5938	0.9490	0.9742
0.4322	3.0494	988	0.8325	0.5947	0.8325	0.9124
0.4322	3.0556	990	0.7775	0.6436	0.7775	0.8818
0.4322	3.0617	992	0.7473	0.6477	0.7473	0.8645
0.4322	3.0679	994	0.7406	0.6477	0.7406	0.8606
0.4322	3.0741	996	0.7287	0.6477	0.7287	0.8537
0.4322	3.0802	998	0.7157	0.6453	0.7157	0.8460
0.1001	3.0864	1000	0.7203	0.6453	0.7203	0.8487
0.1001	3.0926	1002	0.7688	0.6190	0.7688	0.8768
0.1001	3.0988	1004	0.8562	0.5947	0.8562	0.9253
0.1001	3.1049	1006	0.8664	0.6042	0.8664	0.9308
0.1001	3.1111	1008	0.8113	0.6206	0.8113	0.9007
0.1001	3.1173	1010	0.7812	0.5978	0.7812	0.8838
0.1001	3.1235	1012	0.7501	0.6453	0.7501	0.8661
0.1001	3.1296	1014	0.7424	0.6453	0.7424	0.8616
0.1001	3.1358	1016	0.7438	0.6453	0.7438	0.8624
0.1001	3.1420	1018	0.7832	0.5990	0.7832	0.8850
0.1001	3.1481	1020	0.9084	0.5938	0.9084	0.9531
0.1001	3.1543	1022	1.1502	0.5467	1.1502	1.0725
0.1001	3.1605	1024	1.3680	0.4307	1.3680	1.1696
0.1001	3.1667	1026	1.4490	0.4023	1.4490	1.2037
0.1001	3.1728	1028	1.4200	0.4023	1.4200	1.1916
0.1001	3.1790	1030	1.3652	0.3785	1.3652	1.1684
0.1001	3.1852	1032	1.3124	0.4430	1.3124	1.1456
0.1001	3.1914	1034	1.3461	0.4430	1.3461	1.1602
0.1001	3.1975	1036	1.3491	0.4430	1.3491	1.1615
0.1001	3.2037	1038	1.2888	0.4334	1.2888	1.1352
0.1001	3.2099	1040	1.2662	0.4556	1.2662	1.1252
0.1001	3.2160	1042	1.2365	0.4556	1.2365	1.1120
0.1001	3.2222	1044	1.2089	0.4332	1.2089	1.0995
0.1001	3.2284	1046	1.1555	0.4692	1.1555	1.0750
0.1001	3.2346	1048	1.0968	0.508	1.0968	1.0473
0.1001	3.2407	1050	1.0232	0.5586	1.0232	1.0115
0.1001	3.2469	1052	0.9494	0.5965	0.9494	0.9744
0.1001	3.2531	1054	0.8865	0.5974	0.8865	0.9415
0.1001	3.2593	1056	0.8263	0.6317	0.8263	0.9090
0.1001	3.2654	1058	0.7500	0.6736	0.7500	0.8660
0.1001	3.2716	1060	0.7027	0.6691	0.7027	0.8383
0.1001	3.2778	1062	0.6874	0.7042	0.6874	0.8291
0.1001	3.2840	1064	0.6984	0.6900	0.6984	0.8357
0.1001	3.2901	1066	0.7557	0.6670	0.7557	0.8693
0.1001	3.2963	1068	0.8040	0.6379	0.8040	0.8967
0.1001	3.3025	1070	0.7971	0.6379	0.7971	0.8928
0.1001	3.3086	1072	0.7374	0.6838	0.7374	0.8587
0.1001	3.3148	1074	0.6764	0.7065	0.6764	0.8224
0.1001	3.3210	1076	0.6524	0.7007	0.6524	0.8077
0.1001	3.3272	1078	0.6604	0.7121	0.6604	0.8126
0.1001	3.3333	1080	0.6680	0.7279	0.6680	0.8173
0.1001	3.3395	1082	0.6794	0.7079	0.6794	0.8243
0.1001	3.3457	1084	0.6927	0.7079	0.6927	0.8323
0.1001	3.3519	1086	0.7215	0.6671	0.7215	0.8494
0.1001	3.3580	1088	0.7392	0.6206	0.7392	0.8598
0.1001	3.3642	1090	0.7239	0.6241	0.7239	0.8508
0.1001	3.3704	1092	0.7038	0.6438	0.7038	0.8389
0.1001	3.3765	1094	0.6937	0.6371	0.6937	0.8329
0.1001	3.3827	1096	0.6902	0.6566	0.6902	0.8308
0.1001	3.3889	1098	0.6705	0.6855	0.6705	0.8188
0.1001	3.3951	1100	0.6462	0.6888	0.6462	0.8038
0.1001	3.4012	1102	0.6443	0.6888	0.6443	0.8027
0.1001	3.4074	1104	0.6500	0.7070	0.6500	0.8062
0.1001	3.4136	1106	0.6493	0.7070	0.6493	0.8058
0.1001	3.4198	1108	0.6514	0.6978	0.6514	0.8071
0.1001	3.4259	1110	0.6655	0.6430	0.6655	0.8158
0.1001	3.4321	1112	0.6812	0.7007	0.6812	0.8253
0.1001	3.4383	1114	0.6707	0.6959	0.6707	0.8190
0.1001	3.4444	1116	0.6645	0.6959	0.6645	0.8152
0.1001	3.4506	1118	0.6488	0.7447	0.6488	0.8055
0.1001	3.4568	1120	0.6473	0.7447	0.6473	0.8045
0.1001	3.4630	1122	0.6509	0.6879	0.6509	0.8068
0.1001	3.4691	1124	0.6503	0.6771	0.6503	0.8064
0.1001	3.4753	1126	0.6735	0.6547	0.6735	0.8207
0.1001	3.4815	1128	0.7543	0.6285	0.7543	0.8685
0.1001	3.4877	1130	0.8026	0.5992	0.8026	0.8959
0.1001	3.4938	1132	0.7970	0.5638	0.7970	0.8927
0.1001	3.5	1134	0.7679	0.6209	0.7679	0.8763
0.1001	3.5062	1136	0.7886	0.6209	0.7886	0.8880
0.1001	3.5123	1138	0.8235	0.6209	0.8235	0.9075
0.1001	3.5185	1140	0.9207	0.5770	0.9207	0.9595
0.1001	3.5247	1142	0.9850	0.5281	0.9850	0.9925
0.1001	3.5309	1144	0.9644	0.5281	0.9644	0.9820
0.1001	3.5370	1146	0.9102	0.5831	0.9102	0.9541
0.1001	3.5432	1148	0.8623	0.5831	0.8623	0.9286
0.1001	3.5494	1150	0.8691	0.5641	0.8691	0.9323
0.1001	3.5556	1152	0.8961	0.5733	0.8961	0.9467
0.1001	3.5617	1154	0.9280	0.5733	0.9280	0.9633
0.1001	3.5679	1156	0.9039	0.5733	0.9039	0.9507
0.1001	3.5741	1158	0.8869	0.5733	0.8869	0.9417
0.1001	3.5802	1160	0.8917	0.5733	0.8917	0.9443
0.1001	3.5864	1162	0.8946	0.5733	0.8946	0.9459
0.1001	3.5926	1164	0.9275	0.5702	0.9275	0.9631
0.1001	3.5988	1166	1.0096	0.5855	1.0096	1.0048
0.1001	3.6049	1168	1.1138	0.5622	1.1138	1.0554
0.1001	3.6111	1170	1.1501	0.5119	1.1501	1.0724
0.1001	3.6173	1172	1.0865	0.5622	1.0865	1.0424
0.1001	3.6235	1174	0.9586	0.5673	0.9586	0.9791
0.1001	3.6296	1176	0.8127	0.5781	0.8127	0.9015
0.1001	3.6358	1178	0.7375	0.5745	0.7375	0.8588
0.1001	3.6420	1180	0.7127	0.6184	0.7127	0.8442
0.1001	3.6481	1182	0.7252	0.6184	0.7252	0.8516
0.1001	3.6543	1184	0.7686	0.5461	0.7686	0.8767
0.1001	3.6605	1186	0.8456	0.5641	0.8456	0.9195
0.1001	3.6667	1188	0.8867	0.5864	0.8867	0.9416
0.1001	3.6728	1190	0.8867	0.5831	0.8867	0.9417
0.1001	3.6790	1192	0.8529	0.5831	0.8529	0.9235
0.1001	3.6852	1194	0.7949	0.6339	0.7949	0.8916
0.1001	3.6914	1196	0.7233	0.6201	0.7233	0.8505
0.1001	3.6975	1198	0.6982	0.6329	0.6982	0.8356
0.1001	3.7037	1200	0.6960	0.6329	0.6960	0.8343
0.1001	3.7099	1202	0.7043	0.6753	0.7043	0.8392
0.1001	3.7160	1204	0.7409	0.6881	0.7409	0.8608
0.1001	3.7222	1206	0.8063	0.6267	0.8063	0.8979
0.1001	3.7284	1208	0.8527	0.6267	0.8527	0.9234
0.1001	3.7346	1210	0.8382	0.6267	0.8382	0.9156
0.1001	3.7407	1212	0.7781	0.6530	0.7781	0.8821
0.1001	3.7469	1214	0.7297	0.6705	0.7297	0.8542
0.1001	3.7531	1216	0.7262	0.6705	0.7262	0.8522
0.1001	3.7593	1218	0.7394	0.6566	0.7394	0.8599
0.1001	3.7654	1220	0.7911	0.6484	0.7911	0.8894
0.1001	3.7716	1222	0.8195	0.6157	0.8195	0.9052
0.1001	3.7778	1224	0.8777	0.5800	0.8777	0.9369
0.1001	3.7840	1226	0.8845	0.5831	0.8845	0.9405
0.1001	3.7901	1228	0.8402	0.5637	0.8402	0.9166
0.1001	3.7963	1230	0.8276	0.5666	0.8276	0.9097
0.1001	3.8025	1232	0.8278	0.5666	0.8278	0.9099
0.1001	3.8086	1234	0.8389	0.5854	0.8389	0.9159
0.1001	3.8148	1236	0.8584	0.5965	0.8584	0.9265
0.1001	3.8210	1238	0.8953	0.5800	0.8953	0.9462
0.1001	3.8272	1240	0.9064	0.5800	0.9064	0.9520
0.1001	3.8333	1242	0.9124	0.5800	0.9124	0.9552
0.1001	3.8395	1244	0.9229	0.5800	0.9229	0.9607
0.1001	3.8457	1246	0.9200	0.5586	0.9200	0.9592
0.1001	3.8519	1248	0.9294	0.5613	0.9294	0.9640
0.1001	3.8580	1250	0.9299	0.5613	0.9299	0.9643
0.1001	3.8642	1252	0.9124	0.575	0.9124	0.9552
0.1001	3.8704	1254	0.8999	0.5637	0.8999	0.9487
0.1001	3.8765	1256	0.8925	0.5630	0.8925	0.9447
0.1001	3.8827	1258	0.9094	0.5745	0.9094	0.9536
0.1001	3.8889	1260	0.8720	0.6206	0.8720	0.9338
0.1001	3.8951	1262	0.8053	0.6833	0.8053	0.8974
0.1001	3.9012	1264	0.7568	0.6495	0.7568	0.8700
0.1001	3.9074	1266	0.7400	0.5877	0.7400	0.8602
0.1001	3.9136	1268	0.7560	0.6129	0.7560	0.8695
0.1001	3.9198	1270	0.7913	0.5997	0.7913	0.8895
0.1001	3.9259	1272	0.8313	0.5766	0.8313	0.9118
0.1001	3.9321	1274	0.8827	0.5641	0.8827	0.9395
0.1001	3.9383	1276	0.9167	0.5770	0.9167	0.9575
0.1001	3.9444	1278	0.9061	0.5929	0.9061	0.9519
0.1001	3.9506	1280	0.8331	0.6382	0.8331	0.9128
0.1001	3.9568	1282	0.7566	0.6582	0.7566	0.8698
0.1001	3.9630	1284	0.7243	0.6371	0.7243	0.8510
0.1001	3.9691	1286	0.7186	0.5932	0.7186	0.8477
0.1001	3.9753	1288	0.7309	0.5793	0.7309	0.8549
0.1001	3.9815	1290	0.7826	0.6192	0.7826	0.8846
0.1001	3.9877	1292	0.8527	0.5584	0.8527	0.9234
0.1001	3.9938	1294	0.8887	0.5792	0.8887	0.9427
0.1001	4.0	1296	0.8776	0.5586	0.8776	0.9368
0.1001	4.0062	1298	0.8349	0.5366	0.8349	0.9137
0.1001	4.0123	1300	0.7986	0.5058	0.7986	0.8936
0.1001	4.0185	1302	0.7935	0.5461	0.7935	0.8908
0.1001	4.0247	1304	0.7987	0.5461	0.7987	0.8937
0.1001	4.0309	1306	0.8244	0.5408	0.8244	0.9080
0.1001	4.0370	1308	0.8402	0.5385	0.8402	0.9166
0.1001	4.0432	1310	0.8778	0.5800	0.8778	0.9369
0.1001	4.0494	1312	0.8830	0.5800	0.8830	0.9397
0.1001	4.0556	1314	0.8412	0.5800	0.8412	0.9172
0.1001	4.0617	1316	0.7956	0.5941	0.7956	0.8920
0.1001	4.0679	1318	0.7613	0.6143	0.7613	0.8725
0.1001	4.0741	1320	0.7596	0.6269	0.7596	0.8716
0.1001	4.0802	1322	0.7888	0.5982	0.7888	0.8881
0.1001	4.0864	1324	0.8245	0.6156	0.8245	0.9080
0.1001	4.0926	1326	0.8688	0.6121	0.8688	0.9321
0.1001	4.0988	1328	0.8662	0.6121	0.8662	0.9307
0.1001	4.1049	1330	0.8404	0.6053	0.8404	0.9167
0.1001	4.1111	1332	0.8408	0.6053	0.8408	0.9169
0.1001	4.1173	1334	0.8076	0.6336	0.8076	0.8987
0.1001	4.1235	1336	0.7870	0.6310	0.7870	0.8872
0.1001	4.1296	1338	0.7669	0.6438	0.7669	0.8757
0.1001	4.1358	1340	0.7488	0.5997	0.7488	0.8654
0.1001	4.1420	1342	0.7577	0.6438	0.7577	0.8705
0.1001	4.1481	1344	0.7818	0.6310	0.7818	0.8842
0.1001	4.1543	1346	0.8010	0.6336	0.8010	0.8950
0.1001	4.1605	1348	0.8288	0.6053	0.8288	0.9104
0.1001	4.1667	1350	0.8372	0.6020	0.8372	0.9150
0.1001	4.1728	1352	0.8408	0.6033	0.8408	0.9170
0.1001	4.1790	1354	0.8290	0.6033	0.8290	0.9105
0.1001	4.1852	1356	0.8314	0.6119	0.8314	0.9118
0.1001	4.1914	1358	0.8077	0.5820	0.8077	0.8987
0.1001	4.1975	1360	0.7793	0.5865	0.7793	0.8828
0.1001	4.2037	1362	0.7596	0.6129	0.7596	0.8716
0.1001	4.2099	1364	0.7605	0.6129	0.7605	0.8721
0.1001	4.2160	1366	0.7869	0.6310	0.7869	0.8871
0.1001	4.2222	1368	0.8058	0.6029	0.8058	0.8977
0.1001	4.2284	1370	0.8175	0.5898	0.8175	0.9041
0.1001	4.2346	1372	0.8267	0.6102	0.8267	0.9092
0.1001	4.2407	1374	0.8248	0.6212	0.8248	0.9082
0.1001	4.2469	1376	0.8192	0.6016	0.8192	0.9051
0.1001	4.2531	1378	0.8281	0.6016	0.8281	0.9100
0.1001	4.2593	1380	0.8517	0.5888	0.8517	0.9229
0.1001	4.2654	1382	0.8886	0.5888	0.8886	0.9426
0.1001	4.2716	1384	0.8927	0.5909	0.8927	0.9448
0.1001	4.2778	1386	0.9027	0.5909	0.9027	0.9501
0.1001	4.2840	1388	0.8806	0.5898	0.8806	0.9384
0.1001	4.2901	1390	0.8409	0.5888	0.8409	0.9170
0.1001	4.2963	1392	0.8347	0.5888	0.8347	0.9136
0.1001	4.3025	1394	0.8359	0.5888	0.8359	0.9143
0.1001	4.3086	1396	0.8524	0.6173	0.8524	0.9232
0.1001	4.3148	1398	0.8933	0.6386	0.8933	0.9451
0.1001	4.3210	1400	0.9171	0.5829	0.9171	0.9577
0.1001	4.3272	1402	0.8734	0.6386	0.8734	0.9346
0.1001	4.3333	1404	0.8021	0.6156	0.8021	0.8956
0.1001	4.3395	1406	0.7685	0.6290	0.7685	0.8766
0.1001	4.3457	1408	0.7553	0.5976	0.7553	0.8691
0.1001	4.3519	1410	0.7395	0.6260	0.7395	0.8600
0.1001	4.3580	1412	0.7279	0.6695	0.7279	0.8532
0.1001	4.3642	1414	0.7275	0.6351	0.7275	0.8529
0.1001	4.3704	1416	0.7215	0.6675	0.7215	0.8494
0.1001	4.3765	1418	0.7178	0.6675	0.7178	0.8472
0.1001	4.3827	1420	0.7414	0.6582	0.7414	0.8610
0.1001	4.3889	1422	0.7442	0.6395	0.7442	0.8627
0.1001	4.3951	1424	0.7425	0.6395	0.7425	0.8617
0.1001	4.4012	1426	0.7544	0.6395	0.7544	0.8686
0.1001	4.4074	1428	0.7729	0.6269	0.7729	0.8792
0.1001	4.4136	1430	0.8248	0.6143	0.8248	0.9082
0.1001	4.4198	1432	0.8795	0.5604	0.8795	0.9378
0.1001	4.4259	1434	0.8854	0.5857	0.8854	0.9409
0.1001	4.4321	1436	0.8754	0.625	0.8754	0.9356
0.1001	4.4383	1438	0.8928	0.544	0.8928	0.9449
0.1001	4.4444	1440	0.9353	0.5500	0.9353	0.9671
0.1001	4.4506	1442	0.9681	0.5500	0.9681	0.9839
0.1001	4.4568	1444	0.9914	0.5586	0.9914	0.9957
0.1001	4.4630	1446	0.9472	0.5042	0.9472	0.9733
0.1001	4.4691	1448	0.9009	0.4958	0.9009	0.9491
0.1001	4.4753	1450	0.8547	0.5865	0.8547	0.9245
0.1001	4.4815	1452	0.8287	0.5877	0.8287	0.9103
0.1001	4.4877	1454	0.8305	0.5877	0.8305	0.9113
0.1001	4.4938	1456	0.8612	0.6269	0.8612	0.9280
0.1001	4.5	1458	0.8999	0.595	0.8999	0.9486
0.1001	4.5062	1460	0.9360	0.595	0.9360	0.9675
0.1001	4.5123	1462	0.9333	0.6007	0.9333	0.9661
0.1001	4.5185	1464	0.9093	0.6124	0.9093	0.9536
0.1001	4.5247	1466	0.9117	0.6124	0.9117	0.9548
0.1001	4.5309	1468	0.9204	0.6303	0.9204	0.9594
0.1001	4.5370	1470	0.9039	0.6628	0.9039	0.9507
0.1001	4.5432	1472	0.8868	0.6571	0.8868	0.9417
0.1001	4.5494	1474	0.8468	0.6658	0.8468	0.9202
0.1001	4.5556	1476	0.8172	0.6753	0.8172	0.9040
0.1001	4.5617	1478	0.7986	0.5877	0.7986	0.8936
0.1001	4.5679	1480	0.8057	0.6129	0.8057	0.8976
0.1001	4.5741	1482	0.8319	0.6201	0.8319	0.9121
0.1001	4.5802	1484	0.8724	0.6418	0.8724	0.9340
0.1001	4.5864	1486	0.8800	0.6418	0.8800	0.9381
0.1001	4.5926	1488	0.8435	0.6418	0.8435	0.9184
0.1001	4.5988	1490	0.8033	0.6538	0.8033	0.8963
0.1001	4.6049	1492	0.7607	0.6582	0.7607	0.8722
0.1001	4.6111	1494	0.7200	0.6308	0.7200	0.8485
0.1001	4.6173	1496	0.7112	0.6308	0.7112	0.8433
0.1001	4.6235	1498	0.7207	0.6566	0.7207	0.8490
0.0667	4.6296	1500	0.7615	0.6503	0.7615	0.8727
0.0667	4.6358	1502	0.8150	0.6459	0.8150	0.9028
0.0667	4.6420	1504	0.8589	0.6140	0.8589	0.9268
0.0667	4.6481	1506	0.9097	0.5511	0.9097	0.9538
0.0667	4.6543	1508	0.9176	0.5610	0.9176	0.9579
0.0667	4.6605	1510	0.8750	0.5995	0.8750	0.9354
0.0667	4.6667	1512	0.8114	0.6377	0.8114	0.9008
0.0667	4.6728	1514	0.7593	0.6310	0.7593	0.8714
0.0667	4.6790	1516	0.7453	0.6595	0.7453	0.8633
0.0667	4.6852	1518	0.7523	0.6595	0.7523	0.8674
0.0667	4.6914	1520	0.7693	0.6310	0.7693	0.8771
0.0667	4.6975	1522	0.7999	0.5820	0.7999	0.8944
0.0667	4.7037	1524	0.8410	0.6044	0.8410	0.9171
0.0667	4.7099	1526	0.8805	0.6047	0.8805	0.9383
0.0667	4.7160	1528	0.8859	0.5980	0.8859	0.9412
0.0667	4.7222	1530	0.8637	0.6119	0.8637	0.9294
0.0667	4.7284	1532	0.8374	0.5909	0.8374	0.9151
0.0667	4.7346	1534	0.8470	0.5909	0.8470	0.9203
0.0667	4.7407	1536	0.8608	0.5909	0.8608	0.9278
0.0667	4.7469	1538	0.8968	0.5986	0.8968	0.9470
0.0667	4.7531	1540	0.9793	0.5736	0.9793	0.9896
0.0667	4.7593	1542	1.0523	0.5736	1.0523	1.0258
0.0667	4.7654	1544	1.0595	0.5742	1.0595	1.0293
0.0667	4.7716	1546	1.1004	0.5742	1.1004	1.0490
0.0667	4.7778	1548	1.1176	0.5263	1.1176	1.0572
0.0667	4.7840	1550	1.1292	0.5263	1.1292	1.0626
0.0667	4.7901	1552	1.1260	0.5742	1.1260	1.0611
0.0667	4.7963	1554	1.1719	0.5742	1.1719	1.0825
0.0667	4.8025	1556	1.2269	0.5521	1.2269	1.1077
0.0667	4.8086	1558	1.2419	0.5791	1.2419	1.1144
0.0667	4.8148	1560	1.2511	0.5443	1.2511	1.1185
0.0667	4.8210	1562	1.1903	0.6224	1.1903	1.0910
0.0667	4.8272	1564	1.0960	0.5809	1.0960	1.0469
0.0667	4.8333	1566	1.0151	0.556	1.0151	1.0075
0.0667	4.8395	1568	0.9648	0.5586	0.9648	0.9823
0.0667	4.8457	1570	0.9677	0.5586	0.9677	0.9837
0.0667	4.8519	1572	0.9795	0.5586	0.9795	0.9897
0.0667	4.8580	1574	0.9592	0.5586	0.9592	0.9794
0.0667	4.8642	1576	0.9025	0.5586	0.9025	0.9500
0.0667	4.8704	1578	0.8704	0.5366	0.8704	0.9330
0.0667	4.8765	1580	0.8290	0.5411	0.8290	0.9105
0.0667	4.8827	1582	0.8208	0.5773	0.8208	0.9060
0.0667	4.8889	1584	0.8047	0.6008	0.8047	0.8970
0.0667	4.8951	1586	0.7907	0.616	0.7907	0.8892
0.0667	4.9012	1588	0.7878	0.6123	0.7878	0.8876
0.0667	4.9074	1590	0.7621	0.6529	0.7621	0.8730
0.0667	4.9136	1592	0.7319	0.6463	0.7319	0.8555
0.0667	4.9198	1594	0.7306	0.6463	0.7306	0.8547
0.0667	4.9259	1596	0.7541	0.6332	0.7541	0.8684
0.0667	4.9321	1598	0.7691	0.6332	0.7691	0.8770
0.0667	4.9383	1600	0.7807	0.5954	0.7807	0.8835
0.0667	4.9444	1602	0.8039	0.5966	0.8039	0.8966
0.0667	4.9506	1604	0.8216	0.6081	0.8216	0.9064
0.0667	4.9568	1606	0.8394	0.5944	0.8394	0.9162
0.0667	4.9630	1608	0.8829	0.6279	0.8829	0.9396
0.0667	4.9691	1610	0.9463	0.5287	0.9463	0.9728
0.0667	4.9753	1612	0.9796	0.5468	0.9796	0.9897
0.0667	4.9815	1614	0.9447	0.5724	0.9447	0.9719
0.0667	4.9877	1616	0.8934	0.5751	0.8934	0.9452
0.0667	4.9938	1618	0.8554	0.6140	0.8554	0.9249
0.0667	5.0	1620	0.8262	0.6671	0.8262	0.9089
0.0667	5.0062	1622	0.8131	0.6529	0.8131	0.9017
0.0667	5.0123	1624	0.8191	0.6529	0.8191	0.9051
0.0667	5.0185	1626	0.8416	0.6270	0.8416	0.9174
0.0667	5.0247	1628	0.8687	0.5766	0.8687	0.9321
0.0667	5.0309	1630	0.8950	0.5263	0.8950	0.9461
0.0667	5.0370	1632	0.9016	0.5433	0.9016	0.9495
0.0667	5.0432	1634	0.8962	0.5433	0.8962	0.9467
0.0667	5.0494	1636	0.9104	0.5607	0.9104	0.9541
0.0667	5.0556	1638	0.8950	0.5938	0.8950	0.9460
0.0667	5.0617	1640	0.8533	0.6278	0.8533	0.9237
0.0667	5.0679	1642	0.7987	0.6373	0.7987	0.8937
0.0667	5.0741	1644	0.7788	0.6373	0.7788	0.8825
0.0667	5.0802	1646	0.7784	0.6373	0.7784	0.8823
0.0667	5.0864	1648	0.7695	0.6763	0.7695	0.8772
0.0667	5.0926	1650	0.7694	0.6878	0.7694	0.8772
0.0667	5.0988	1652	0.7653	0.6993	0.7653	0.8748
0.0667	5.1049	1654	0.7619	0.6993	0.7619	0.8729
0.0667	5.1111	1656	0.7477	0.6993	0.7477	0.8647
0.0667	5.1173	1658	0.7448	0.6993	0.7448	0.8630
0.0667	5.1235	1660	0.7443	0.7160	0.7443	0.8627
0.0667	5.1296	1662	0.7450	0.7160	0.7450	0.8631
0.0667	5.1358	1664	0.7451	0.7160	0.7451	0.8632
0.0667	5.1420	1666	0.7412	0.7160	0.7412	0.8609
0.0667	5.1481	1668	0.7375	0.7160	0.7375	0.8588
0.0667	5.1543	1670	0.7505	0.6893	0.7505	0.8663
0.0667	5.1605	1672	0.7666	0.6373	0.7666	0.8756
0.0667	5.1667	1674	0.7845	0.6023	0.7845	0.8857
0.0667	5.1728	1676	0.7969	0.6375	0.7969	0.8927
0.0667	5.1790	1678	0.7938	0.5689	0.7938	0.8909
0.0667	5.1852	1680	0.8066	0.5015	0.8066	0.8981
0.0667	5.1914	1682	0.8193	0.5015	0.8193	0.9052
0.0667	5.1975	1684	0.8358	0.5487	0.8358	0.9142
0.0667	5.2037	1686	0.8695	0.5551	0.8695	0.9325
0.0667	5.2099	1688	0.9014	0.5743	0.9014	0.9494
0.0667	5.2160	1690	0.9200	0.5920	0.9200	0.9592
0.0667	5.2222	1692	0.8845	0.5866	0.8845	0.9405
0.0667	5.2284	1694	0.8514	0.6269	0.8514	0.9227
0.0667	5.2346	1696	0.8554	0.6023	0.8554	0.9249
0.0667	5.2407	1698	0.8856	0.6377	0.8856	0.9411
0.0667	5.2469	1700	0.9105	0.6020	0.9105	0.9542
0.0667	5.2531	1702	0.9303	0.5909	0.9303	0.9645
0.0667	5.2593	1704	0.9502	0.5909	0.9502	0.9748
0.0667	5.2654	1706	0.9875	0.5879	0.9875	0.9937
0.0667	5.2716	1708	1.0276	0.5770	1.0276	1.0137
0.0667	5.2778	1710	1.0764	0.5263	1.0764	1.0375
0.0667	5.2840	1712	1.1077	0.5263	1.1077	1.0525
0.0667	5.2901	1714	1.1072	0.5263	1.1072	1.0522
0.0667	5.2963	1716	1.0667	0.5274	1.0667	1.0328
0.0667	5.3025	1718	1.0060	0.5879	1.0060	1.0030
0.0667	5.3086	1720	0.9518	0.6123	0.9518	0.9756
0.0667	5.3148	1722	0.9520	0.592	0.9520	0.9757
0.0667	5.3210	1724	0.9891	0.5413	0.9891	0.9945
0.0667	5.3272	1726	1.0550	0.5763	1.0550	1.0271
0.0667	5.3333	1728	1.1508	0.5770	1.1508	1.0728
0.0667	5.3395	1730	1.2613	0.5263	1.2613	1.1231
0.0667	5.3457	1732	1.3251	0.4912	1.3251	1.1511
0.0667	5.3519	1734	1.3419	0.5123	1.3419	1.1584
0.0667	5.3580	1736	1.3003	0.4912	1.3003	1.1403
0.0667	5.3642	1738	1.1996	0.5263	1.1996	1.0953
0.0667	5.3704	1740	1.1266	0.5770	1.1266	1.0614
0.0667	5.3765	1742	1.1001	0.556	1.1001	1.0488
0.0667	5.3827	1744	1.0929	0.5362	1.0929	1.0454
0.0667	5.3889	1746	1.1051	0.5362	1.1051	1.0513
0.0667	5.3951	1748	1.1018	0.5362	1.1018	1.0497
0.0667	5.4012	1750	1.1035	0.5362	1.1035	1.0505
0.0667	5.4074	1752	1.0934	0.5362	1.0934	1.0457
0.0667	5.4136	1754	1.1136	0.5362	1.1136	1.0553
0.0667	5.4198	1756	1.1720	0.5770	1.1720	1.0826
0.0667	5.4259	1758	1.2035	0.5770	1.2035	1.0971
0.0667	5.4321	1760	1.2330	0.5349	1.2330	1.1104
0.0667	5.4383	1762	1.2311	0.5349	1.2311	1.1096
0.0667	5.4444	1764	1.2393	0.5349	1.2393	1.1132
0.0667	5.4506	1766	1.2071	0.5809	1.2071	1.0987
0.0667	5.4568	1768	1.1502	0.5770	1.1502	1.0725
0.0667	5.4630	1770	1.1278	0.556	1.1278	1.0620
0.0667	5.4691	1772	1.1133	0.556	1.1133	1.0551
0.0667	5.4753	1774	1.1241	0.556	1.1241	1.0602
0.0667	5.4815	1776	1.1562	0.5770	1.1562	1.0752
0.0667	5.4877	1778	1.1673	0.5742	1.1673	1.0804
0.0667	5.4938	1780	1.1546	0.5742	1.1546	1.0745
0.0667	5.5	1782	1.1500	0.5809	1.1500	1.0724
0.0667	5.5062	1784	1.1270	0.5809	1.1270	1.0616
0.0667	5.5123	1786	1.0844	0.5742	1.0844	1.0414
0.0667	5.5185	1788	1.0234	0.5879	1.0234	1.0116
0.0667	5.5247	1790	0.9730	0.5709	0.9730	0.9864
0.0667	5.5309	1792	0.9288	0.5827	0.9288	0.9638
0.0667	5.5370	1794	0.8862	0.5443	0.8862	0.9414
0.0667	5.5432	1796	0.8822	0.5443	0.8822	0.9392
0.0667	5.5494	1798	0.9036	0.5848	0.9036	0.9506
0.0667	5.5556	1800	0.9467	0.5835	0.9467	0.9730
0.0667	5.5617	1802	0.9960	0.5433	0.9960	0.9980
0.0667	5.5679	1804	1.0422	0.5274	1.0422	1.0209
0.0667	5.5741	1806	1.0579	0.5269	1.0579	1.0285
0.0667	5.5802	1808	1.0373	0.5300	1.0373	1.0185
0.0667	5.5864	1810	0.9801	0.5584	0.9801	0.9900
0.0667	5.5926	1812	0.9445	0.5551	0.9445	0.9719
0.0667	5.5988	1814	0.9321	0.5551	0.9321	0.9655
0.0667	5.6049	1816	0.9451	0.5551	0.9451	0.9722
0.0667	5.6111	1818	0.9563	0.5408	0.9563	0.9779
0.0667	5.6173	1820	0.9590	0.5408	0.9590	0.9793
0.0667	5.6235	1822	0.9512	0.5408	0.9512	0.9753
0.0667	5.6296	1824	0.9369	0.5552	0.9369	0.9679
0.0667	5.6358	1826	0.9249	0.5552	0.9249	0.9617
0.0667	5.6420	1828	0.9213	0.5552	0.9213	0.9599
0.0667	5.6481	1830	0.9405	0.5526	0.9404	0.9698
0.0667	5.6543	1832	0.9892	0.5720	0.9892	0.9946
0.0667	5.6605	1834	1.0208	0.5770	1.0208	1.0104
0.0667	5.6667	1836	1.0493	0.5770	1.0493	1.0243
0.0667	5.6728	1838	1.0777	0.5770	1.0777	1.0381
0.0667	5.6790	1840	1.0890	0.5770	1.0890	1.0436
0.0667	5.6852	1842	1.0760	0.5770	1.0760	1.0373
0.0667	5.6914	1844	1.0467	0.5770	1.0467	1.0231
0.0667	5.6975	1846	1.0218	0.5586	1.0218	1.0108
0.0667	5.7037	1848	1.0073	0.55	1.0073	1.0036
0.0667	5.7099	1850	1.0102	0.55	1.0102	1.0051
0.0667	5.7160	1852	0.9917	0.55	0.9917	0.9958
0.0667	5.7222	1854	0.9557	0.5526	0.9557	0.9776
0.0667	5.7284	1856	0.9598	0.5526	0.9598	0.9797
0.0667	5.7346	1858	0.9972	0.5720	0.9972	0.9986
0.0667	5.7407	1860	1.0725	0.5742	1.0725	1.0356
0.0667	5.7469	1862	1.1189	0.5263	1.1189	1.0578
0.0667	5.7531	1864	1.1189	0.5263	1.1189	1.0578
0.0667	5.7593	1866	1.0781	0.5263	1.0781	1.0383
0.0667	5.7654	1868	1.0199	0.5822	1.0199	1.0099
0.0667	5.7716	1870	1.0014	0.5388	1.0014	1.0007
0.0667	5.7778	1872	0.9915	0.5525	0.9915	0.9958
0.0667	5.7840	1874	0.9778	0.5524	0.9778	0.9889
0.0667	5.7901	1876	0.9879	0.5524	0.9879	0.9939
0.0667	5.7963	1878	0.9990	0.5737	0.9990	0.9995
0.0667	5.8025	1880	1.0343	0.5287	1.0343	1.0170
0.0667	5.8086	1882	1.1056	0.5025	1.1056	1.0515
0.0667	5.8148	1884	1.1372	0.5025	1.1372	1.0664
0.0667	5.8210	1886	1.1172	0.5263	1.1172	1.0570
0.0667	5.8272	1888	1.0531	0.5300	1.0531	1.0262
0.0667	5.8333	1890	1.0135	0.5385	1.0135	1.0067
0.0667	5.8395	1892	0.9949	0.5385	0.9949	0.9974
0.0667	5.8457	1894	0.9794	0.5385	0.9794	0.9897
0.0667	5.8519	1896	0.9912	0.5385	0.9912	0.9956
0.0667	5.8580	1898	1.0316	0.5613	1.0316	1.0157
0.0667	5.8642	1900	1.0649	0.5281	1.0649	1.0319
0.0667	5.8704	1902	1.0937	0.5263	1.0937	1.0458
0.0667	5.8765	1904	1.1058	0.5263	1.1058	1.0516
0.0667	5.8827	1906	1.1332	0.5263	1.1332	1.0645
0.0667	5.8889	1908	1.1428	0.5263	1.1428	1.0690
0.0667	5.8951	1910	1.1333	0.5263	1.1333	1.0645
0.0667	5.9012	1912	1.1255	0.5263	1.1255	1.0609
0.0667	5.9074	1914	1.1038	0.5770	1.1038	1.0506
0.0667	5.9136	1916	1.1085	0.5263	1.1085	1.0529
0.0667	5.9198	1918	1.1037	0.5263	1.1037	1.0506
0.0667	5.9259	1920	1.0724	0.5281	1.0724	1.0356
0.0667	5.9321	1922	1.0194	0.5770	1.0194	1.0097
0.0667	5.9383	1924	0.9835	0.5920	0.9835	0.9917
0.0667	5.9444	1926	0.9710	0.5743	0.9710	0.9854
0.0667	5.9506	1928	1.0110	0.5763	1.0110	1.0055
0.0667	5.9568	1930	1.0671	0.5269	1.0671	1.0330
0.0667	5.9630	1932	1.1083	0.5269	1.1083	1.0528
0.0667	5.9691	1934	1.0749	0.5269	1.0749	1.0368
0.0667	5.9753	1936	1.0367	0.5269	1.0367	1.0182
0.0667	5.9815	1938	0.9873	0.5431	0.9873	0.9936
0.0667	5.9877	1940	0.9387	0.5814	0.9387	0.9689
0.0667	5.9938	1942	0.9212	0.5602	0.9212	0.9598
0.0667	6.0	1944	0.9338	0.5333	0.9338	0.9663
0.0667	6.0062	1946	0.9667	0.5315	0.9667	0.9832
0.0667	6.0123	1948	1.0026	0.5413	1.0026	1.0013
0.0667	6.0185	1950	1.0062	0.5413	1.0062	1.0031
0.0667	6.0247	1952	1.0105	0.5292	1.0105	1.0052
0.0667	6.0309	1954	1.0115	0.5292	1.0115	1.0057
0.0667	6.0370	1956	1.0057	0.5413	1.0057	1.0029
0.0667	6.0432	1958	1.0195	0.5413	1.0195	1.0097
0.0667	6.0494	1960	1.0256	0.5413	1.0256	1.0127
0.0667	6.0556	1962	1.0203	0.5413	1.0203	1.0101
0.0667	6.0617	1964	1.0150	0.5433	1.0150	1.0074
0.0667	6.0679	1966	1.0412	0.5393	1.0412	1.0204
0.0667	6.0741	1968	1.0886	0.5269	1.0886	1.0434
0.0667	6.0802	1970	1.1185	0.5036	1.1185	1.0576
0.0667	6.0864	1972	1.1374	0.5036	1.1374	1.0665
0.0667	6.0926	1974	1.1176	0.5269	1.1176	1.0571
0.0667	6.0988	1976	1.0742	0.5287	1.0742	1.0365
0.0667	6.1049	1978	1.0456	0.5410	1.0456	1.0226
0.0667	6.1111	1980	1.0270	0.5888	1.0270	1.0134
0.0667	6.1173	1982	1.0089	0.5952	1.0089	1.0044
0.0667	6.1235	1984	0.9842	0.5952	0.9842	0.9921
0.0667	6.1296	1986	0.9699	0.5844	0.9699	0.9848
0.0667	6.1358	1988	0.9649	0.5633	0.9649	0.9823
0.0667	6.1420	1990	0.9752	0.5633	0.9752	0.9875
0.0667	6.1481	1992	1.0091	0.5455	1.0091	1.0045
0.0667	6.1543	1994	1.0544	0.5413	1.0544	1.0268
0.0667	6.1605	1996	1.0638	0.5413	1.0638	1.0314
0.0667	6.1667	1998	1.0847	0.5413	1.0847	1.0415
0.0495	6.1728	2000	1.0892	0.5393	1.0892	1.0436
0.0495	6.1790	2002	1.0986	0.5164	1.0986	1.0482
0.0495	6.1852	2004	1.0652	0.5297	1.0652	1.0321
0.0495	6.1914	2006	1.0443	0.5302	1.0443	1.0219
0.0495	6.1975	2008	1.0089	0.5552	1.0089	1.0045
0.0495	6.2037	2010	0.9757	0.5552	0.9757	0.9878
0.0495	6.2099	2012	0.9590	0.5665	0.9590	0.9793
0.0495	6.2160	2014	0.9670	0.5665	0.9670	0.9834
0.0495	6.2222	2016	0.9710	0.5665	0.9710	0.9854
0.0495	6.2284	2018	0.9907	0.5552	0.9907	0.9953
0.0495	6.2346	2020	1.0138	0.5552	1.0138	1.0069
0.0495	6.2407	2022	1.0047	0.5552	1.0047	1.0024
0.0495	6.2469	2024	1.0213	0.5649	1.0213	1.0106
0.0495	6.2531	2026	1.0550	0.5652	1.0550	1.0271
0.0495	6.2593	2028	1.0644	0.5315	1.0644	1.0317
0.0495	6.2654	2030	1.0444	0.5315	1.0444	1.0220
0.0495	6.2716	2032	1.0132	0.5310	1.0132	1.0066
0.0495	6.2778	2034	1.0138	0.5101	1.0138	1.0069
0.0495	6.2840	2036	1.0118	0.5581	1.0118	1.0059
0.0495	6.2901	2038	1.0166	0.5581	1.0166	1.0083
0.0495	6.2963	2040	1.0182	0.5581	1.0182	1.0091
0.0495	6.3025	2042	1.0265	0.5101	1.0265	1.0132
0.0495	6.3086	2044	1.0466	0.5310	1.0466	1.0230
0.0495	6.3148	2046	1.0485	0.5315	1.0485	1.0240
0.0495	6.3210	2048	1.0196	0.5319	1.0196	1.0097
0.0495	6.3272	2050	0.9849	0.5552	0.9849	0.9924
0.0495	6.3333	2052	0.9323	0.5618	0.9323	0.9656
0.0495	6.3395	2054	0.9003	0.5951	0.9003	0.9489
0.0495	6.3457	2056	0.8913	0.6308	0.8913	0.9441
0.0495	6.3519	2058	0.8811	0.6308	0.8811	0.9387
0.0495	6.3580	2060	0.8890	0.6453	0.8890	0.9429
0.0495	6.3642	2062	0.9133	0.5831	0.9133	0.9557
0.0495	6.3704	2064	0.9621	0.5778	0.9621	0.9809
0.0495	6.3765	2066	1.0245	0.5215	1.0245	1.0122
0.0495	6.3827	2068	1.0480	0.5290	1.0480	1.0237
0.0495	6.3889	2070	1.0335	0.5215	1.0335	1.0166
0.0495	6.3951	2072	0.9887	0.5753	0.9887	0.9943
0.0495	6.4012	2074	0.9244	0.5804	0.9244	0.9615
0.0495	6.4074	2076	0.8672	0.6675	0.8672	0.9312
0.0495	6.4136	2078	0.8343	0.6512	0.8343	0.9134
0.0495	6.4198	2080	0.8155	0.6633	0.8155	0.9030
0.0495	6.4259	2082	0.8085	0.6633	0.8085	0.8992
0.0495	6.4321	2084	0.8097	0.6633	0.8097	0.8999
0.0495	6.4383	2086	0.8237	0.6512	0.8237	0.9076
0.0495	6.4444	2088	0.8434	0.6675	0.8434	0.9184
0.0495	6.4506	2090	0.8592	0.6675	0.8592	0.9270
0.0495	6.4568	2092	0.8524	0.6675	0.8524	0.9232
0.0495	6.4630	2094	0.8708	0.6333	0.8708	0.9332
0.0495	6.4691	2096	0.8767	0.6333	0.8767	0.9363
0.0495	6.4753	2098	0.8862	0.6333	0.8862	0.9414
0.0495	6.4815	2100	0.8896	0.6146	0.8896	0.9432
0.0495	6.4877	2102	0.9086	0.5990	0.9086	0.9532
0.0495	6.4938	2104	0.9256	0.5620	0.9256	0.9621
0.0495	6.5	2106	0.9415	0.5785	0.9415	0.9703
0.0495	6.5062	2108	0.9610	0.5436	0.9610	0.9803
0.0495	6.5123	2110	0.9947	0.5413	0.9947	0.9973
0.0495	6.5185	2112	1.0180	0.5413	1.0180	1.0090
0.0495	6.5247	2114	1.0370	0.5393	1.0370	1.0184
0.0495	6.5309	2116	1.0232	0.5393	1.0232	1.0115
0.0495	6.5370	2118	0.9997	0.5413	0.9997	0.9998
0.0495	6.5432	2120	0.9744	0.5111	0.9744	0.9871
0.0495	6.5494	2122	0.9505	0.5604	0.9505	0.9749
0.0495	6.5556	2124	0.9451	0.5602	0.9451	0.9722
0.0495	6.5617	2126	0.9480	0.5725	0.9480	0.9736
0.0495	6.5679	2128	0.9735	0.5111	0.9735	0.9866
0.0495	6.5741	2130	1.0104	0.5315	1.0104	1.0052
0.0495	6.5802	2132	1.0678	0.5393	1.0678	1.0333
0.0495	6.5864	2134	1.1339	0.5469	1.1339	1.0648
0.0495	6.5926	2136	1.1844	0.5652	1.1844	1.0883
0.0495	6.5988	2138	1.2019	0.5430	1.2019	1.0963
0.0495	6.6049	2140	1.2137	0.5430	1.2137	1.1017
0.0495	6.6111	2142	1.1957	0.5430	1.1957	1.0935
0.0495	6.6173	2144	1.1504	0.5393	1.1504	1.0725
0.0495	6.6235	2146	1.1007	0.5393	1.1007	1.0491
0.0495	6.6296	2148	1.0604	0.5393	1.0604	1.0297
0.0495	6.6358	2150	1.0274	0.5413	1.0274	1.0136
0.0495	6.6420	2152	1.0078	0.5315	1.0078	1.0039
0.0495	6.6481	2154	1.0069	0.5315	1.0069	1.0035
0.0495	6.6543	2156	1.0165	0.5315	1.0165	1.0082
0.0495	6.6605	2158	1.0095	0.5315	1.0095	1.0048
0.0495	6.6667	2160	1.0066	0.5315	1.0066	1.0033
0.0495	6.6728	2162	1.0193	0.5315	1.0193	1.0096
0.0495	6.6790	2164	1.0108	0.5315	1.0108	1.0054
0.0495	6.6852	2166	1.0072	0.5315	1.0072	1.0036
0.0495	6.6914	2168	1.0002	0.5315	1.0002	1.0001
0.0495	6.6975	2170	1.0021	0.5315	1.0021	1.0010
0.0495	6.7037	2172	1.0265	0.5393	1.0265	1.0131
0.0495	6.7099	2174	1.0458	0.5393	1.0458	1.0226
0.0495	6.7160	2176	1.0720	0.5393	1.0720	1.0354
0.0495	6.7222	2178	1.0694	0.5393	1.0694	1.0341
0.0495	6.7284	2180	1.0471	0.5393	1.0471	1.0233
0.0495	6.7346	2182	1.0013	0.5415	1.0013	1.0006
0.0495	6.7407	2184	0.9580	0.5319	0.9580	0.9788
0.0495	6.7469	2186	0.9282	0.5257	0.9282	0.9634
0.0495	6.7531	2188	0.9311	0.5257	0.9311	0.9649
0.0495	6.7593	2190	0.9585	0.5319	0.9585	0.9790
0.0495	6.7654	2192	0.9902	0.5413	0.9902	0.9951
0.0495	6.7716	2194	1.0294	0.5393	1.0294	1.0146
0.0495	6.7778	2196	1.0439	0.5393	1.0439	1.0217
0.0495	6.7840	2198	1.0295	0.5393	1.0295	1.0146
0.0495	6.7901	2200	1.0016	0.5393	1.0016	1.0008
0.0495	6.7963	2202	0.9680	0.5415	0.9680	0.9839
0.0495	6.8025	2204	0.9451	0.5417	0.9451	0.9722
0.0495	6.8086	2206	0.9277	0.5553	0.9277	0.9632
0.0495	6.8148	2208	0.9330	0.5531	0.9330	0.9659
0.0495	6.8210	2210	0.9577	0.5415	0.9577	0.9786
0.0495	6.8272	2212	0.9721	0.5511	0.9721	0.9859
0.0495	6.8333	2214	0.9822	0.5511	0.9822	0.9910
0.0495	6.8395	2216	0.9956	0.5393	0.9956	0.9978
0.0495	6.8457	2218	0.9921	0.5393	0.9921	0.9960
0.0495	6.8519	2220	0.9909	0.5393	0.9909	0.9954
0.0495	6.8580	2222	0.9924	0.5393	0.9924	0.9962
0.0495	6.8642	2224	0.9949	0.5393	0.9949	0.9975
0.0495	6.8704	2226	1.0161	0.5393	1.0161	1.0080
0.0495	6.8765	2228	1.0080	0.5393	1.0080	1.0040
0.0495	6.8827	2230	0.9901	0.5393	0.9901	0.9951
0.0495	6.8889	2232	0.9625	0.5393	0.9625	0.9811
0.0495	6.8951	2234	0.9365	0.5413	0.9365	0.9677
0.0495	6.9012	2236	0.9362	0.5413	0.9362	0.9676
0.0495	6.9074	2238	0.9406	0.5413	0.9406	0.9699
0.0495	6.9136	2240	0.9465	0.5413	0.9465	0.9729
0.0495	6.9198	2242	0.9855	0.5408	0.9855	0.9927
0.0495	6.9259	2244	1.0180	0.5388	1.0180	1.0090
0.0495	6.9321	2246	1.0201	0.5408	1.0201	1.0100
0.0495	6.9383	2248	1.0293	0.5195	1.0293	1.0146
0.0495	6.9444	2250	1.0344	0.5195	1.0344	1.0171
0.0495	6.9506	2252	1.0482	0.5195	1.0482	1.0238
0.0495	6.9568	2254	1.0637	0.5408	1.0637	1.0313
0.0495	6.9630	2256	1.0820	0.5408	1.0820	1.0402
0.0495	6.9691	2258	1.0779	0.5281	1.0779	1.0382
0.0495	6.9753	2260	1.0700	0.5065	1.0700	1.0344
0.0495	6.9815	2262	1.0600	0.5065	1.0600	1.0296
0.0495	6.9877	2264	1.0543	0.5195	1.0543	1.0268
0.0495	6.9938	2266	1.0450	0.5691	1.0450	1.0222
0.0495	7.0	2268	1.0524	0.5195	1.0524	1.0259
0.0495	7.0062	2270	1.0643	0.5408	1.0643	1.0316
0.0495	7.0123	2272	1.0713	0.5408	1.0713	1.0350
0.0495	7.0185	2274	1.0656	0.5388	1.0656	1.0323
0.0495	7.0247	2276	1.0566	0.5388	1.0566	1.0279
0.0495	7.0309	2278	1.0401	0.5388	1.0401	1.0199
0.0495	7.0370	2280	1.0373	0.5388	1.0373	1.0185
0.0495	7.0432	2282	1.0353	0.5388	1.0353	1.0175
0.0495	7.0494	2284	1.0313	0.5388	1.0313	1.0155
0.0495	7.0556	2286	1.0252	0.5388	1.0252	1.0125
0.0495	7.0617	2288	1.0294	0.5388	1.0294	1.0146
0.0495	7.0679	2290	1.0192	0.5388	1.0192	1.0095
0.0495	7.0741	2292	0.9926	0.5408	0.9926	0.9963
0.0495	7.0802	2294	0.9620	0.5091	0.9620	0.9808
0.0495	7.0864	2296	0.9368	0.5610	0.9368	0.9679
0.0495	7.0926	2298	0.9201	0.5610	0.9201	0.9592
0.0495	7.0988	2300	0.9036	0.5578	0.9036	0.9506
0.0495	7.1049	2302	0.8917	0.5578	0.8917	0.9443
0.0495	7.1111	2304	0.8935	0.5549	0.8935	0.9452
0.0495	7.1173	2306	0.8864	0.5548	0.8864	0.9415
0.0495	7.1235	2308	0.8925	0.5731	0.8925	0.9447
0.0495	7.1296	2310	0.8966	0.5731	0.8966	0.9469
0.0495	7.1358	2312	0.9052	0.5930	0.9052	0.9514
0.0495	7.1420	2314	0.9134	0.5456	0.9134	0.9557
0.0495	7.1481	2316	0.9014	0.5456	0.9014	0.9494
0.0495	7.1543	2318	0.8898	0.5477	0.8898	0.9433
0.0495	7.1605	2320	0.8808	0.5599	0.8808	0.9385
0.0495	7.1667	2322	0.8876	0.5939	0.8876	0.9421
0.0495	7.1728	2324	0.9031	0.5456	0.9031	0.9503
0.0495	7.1790	2326	0.9158	0.5435	0.9158	0.9570
0.0495	7.1852	2328	0.9213	0.5435	0.9213	0.9598
0.0495	7.1914	2330	0.9162	0.5456	0.9162	0.9572
0.0495	7.1975	2332	0.9087	0.5456	0.9087	0.9533
0.0495	7.2037	2334	0.8911	0.5930	0.8911	0.9440
0.0495	7.2099	2336	0.8772	0.6231	0.8772	0.9366
0.0495	7.2160	2338	0.8731	0.6231	0.8731	0.9344
0.0495	7.2222	2340	0.8773	0.6231	0.8773	0.9366
0.0495	7.2284	2342	0.8925	0.5930	0.8925	0.9447
0.0495	7.2346	2344	0.8954	0.5456	0.8954	0.9462
0.0495	7.2407	2346	0.9049	0.5456	0.9049	0.9513
0.0495	7.2469	2348	0.9192	0.5456	0.9192	0.9587
0.0495	7.2531	2350	0.9302	0.5456	0.9302	0.9645
0.0495	7.2593	2352	0.9190	0.5456	0.9190	0.9586
0.0495	7.2654	2354	0.9148	0.5456	0.9148	0.9565
0.0495	7.2716	2356	0.9191	0.5456	0.9191	0.9587
0.0495	7.2778	2358	0.9215	0.5456	0.9215	0.9600
0.0495	7.2840	2360	0.9326	0.5333	0.9326	0.9657
0.0495	7.2901	2362	0.9504	0.5315	0.9504	0.9749
0.0495	7.2963	2364	0.9541	0.5315	0.9541	0.9768
0.0495	7.3025	2366	0.9385	0.5333	0.9385	0.9688
0.0495	7.3086	2368	0.9335	0.5333	0.9335	0.9662
0.0495	7.3148	2370	0.9347	0.5333	0.9347	0.9668
0.0495	7.3210	2372	0.9318	0.5806	0.9318	0.9653
0.0495	7.3272	2374	0.9180	0.5604	0.9180	0.9581
0.0495	7.3333	2376	0.9145	0.5630	0.9145	0.9563
0.0495	7.3395	2378	0.9249	0.5604	0.9249	0.9617
0.0495	7.3457	2380	0.9537	0.5778	0.9537	0.9766
0.0495	7.3519	2382	0.9930	0.5310	0.9930	0.9965
0.0495	7.3580	2384	1.0319	0.5292	1.0319	1.0158
0.0495	7.3642	2386	1.0637	0.5292	1.0637	1.0314
0.0495	7.3704	2388	1.0885	0.5292	1.0885	1.0433
0.0495	7.3765	2390	1.0997	0.5292	1.0997	1.0487
0.0495	7.3827	2392	1.0838	0.5292	1.0838	1.0411
0.0495	7.3889	2394	1.0556	0.5292	1.0556	1.0274
0.0495	7.3951	2396	1.0237	0.5310	1.0237	1.0118
0.0495	7.4012	2398	0.9984	0.5310	0.9984	0.9992
0.0495	7.4074	2400	0.9740	0.5581	0.9740	0.9869
0.0495	7.4136	2402	0.9587	0.5607	0.9587	0.9791
0.0495	7.4198	2404	0.9445	0.5607	0.9445	0.9719
0.0495	7.4259	2406	0.9410	0.5607	0.9410	0.9700
0.0495	7.4321	2408	0.9567	0.5607	0.9567	0.9781
0.0495	7.4383	2410	0.9514	0.5607	0.9514	0.9754
0.0495	7.4444	2412	0.9410	0.5607	0.9410	0.9700
0.0495	7.4506	2414	0.9262	0.5633	0.9262	0.9624
0.0495	7.4568	2416	0.9280	0.5633	0.9280	0.9633
0.0495	7.4630	2418	0.9248	0.5607	0.9248	0.9616
0.0495	7.4691	2420	0.9305	0.5607	0.9305	0.9646
0.0495	7.4753	2422	0.9513	0.5329	0.9513	0.9754
0.0495	7.4815	2424	0.9530	0.5329	0.9530	0.9762
0.0495	7.4877	2426	0.9568	0.5310	0.9568	0.9781
0.0495	7.4938	2428	0.9459	0.5329	0.9459	0.9726
0.0495	7.5	2430	0.9208	0.5844	0.9208	0.9596
0.0495	7.5062	2432	0.8967	0.5661	0.8967	0.9470
0.0495	7.5123	2434	0.8788	0.5437	0.8788	0.9374
0.0495	7.5185	2436	0.8776	0.5437	0.8776	0.9368
0.0495	7.5247	2438	0.8841	0.5437	0.8841	0.9403
0.0495	7.5309	2440	0.8737	0.5576	0.8737	0.9347
0.0495	7.5370	2442	0.8694	0.5576	0.8694	0.9324
0.0495	7.5432	2444	0.8783	0.5576	0.8783	0.9372
0.0495	7.5494	2446	0.8997	0.5633	0.8997	0.9485
0.0495	7.5556	2448	0.9257	0.5310	0.9257	0.9622
0.0495	7.5617	2450	0.9336	0.5310	0.9336	0.9662
0.0495	7.5679	2452	0.9420	0.5292	0.9420	0.9706
0.0495	7.5741	2454	0.9338	0.5292	0.9338	0.9663
0.0495	7.5802	2456	0.9148	0.5310	0.9148	0.9565
0.0495	7.5864	2458	0.9012	0.5835	0.9012	0.9493
0.0495	7.5926	2460	0.8840	0.5759	0.8840	0.9402
0.0495	7.5988	2462	0.8846	0.5759	0.8846	0.9405
0.0495	7.6049	2464	0.8854	0.5759	0.8854	0.9410
0.0495	7.6111	2466	0.8943	0.5962	0.8943	0.9457
0.0495	7.6173	2468	0.8946	0.5477	0.8946	0.9458
0.0495	7.6235	2470	0.8894	0.5888	0.8894	0.9431

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 1, 2024
Updated: Dec 1, 2024