Arabic_FineTuningAraBERT_run3_AugV5_k60_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_run3_AugV5_k60_task1_organization_fold1

Arabic_FineTuningAraBERT_run3_AugV5_k60_task1_organization_fold1 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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5.9 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 28, 2024
Updated: Nov 28, 2024
SHA: 3d9828e9

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_run3_AugV5_k60_task1_organization_fold1

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4136
Qwk: 0.7726
Mse: 0.4136
Rmse: 0.6432

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	0.0033	2	4.8650	0.0240	4.8650	2.2057
No log	0.0066	4	3.3068	-0.0231	3.3068	1.8185
No log	0.0099	6	2.0459	0.0696	2.0459	1.4303
No log	0.0132	8	1.4181	0.0744	1.4181	1.1908
No log	0.0166	10	1.5698	0.1139	1.5698	1.2529
No log	0.0199	12	2.8618	0.1288	2.8618	1.6917
No log	0.0232	14	3.0210	0.1159	3.0210	1.7381
No log	0.0265	16	1.9756	0.1798	1.9756	1.4056
No log	0.0298	18	1.8373	0.1192	1.8373	1.3555
No log	0.0331	20	1.8384	0.1119	1.8384	1.3559
No log	0.0364	22	1.8279	0.1119	1.8279	1.3520
No log	0.0397	24	1.6681	0.0912	1.6681	1.2915
No log	0.0430	26	1.4390	0.0797	1.4390	1.1996
No log	0.0464	28	1.2654	0.0841	1.2654	1.1249
No log	0.0497	30	1.0668	0.0379	1.0668	1.0329
No log	0.0530	32	1.0781	0.0379	1.0781	1.0383
No log	0.0563	34	1.0726	0.0841	1.0726	1.0356
No log	0.0596	36	1.1369	0.0841	1.1369	1.0663
No log	0.0629	38	1.1509	0.0379	1.1509	1.0728
No log	0.0662	40	1.2919	0.0	1.2919	1.1366
No log	0.0695	42	1.6682	0.1656	1.6682	1.2916
No log	0.0728	44	2.0671	0.1870	2.0671	1.4377
No log	0.0762	46	1.7785	0.2083	1.7785	1.3336
No log	0.0795	48	1.6248	0.2468	1.6248	1.2747
No log	0.0828	50	1.1937	0.0744	1.1937	1.0926
No log	0.0861	52	1.1334	0.0356	1.1334	1.0646
No log	0.0894	54	1.3218	0.0	1.3218	1.1497
No log	0.0927	56	1.5271	0.0	1.5271	1.2358
No log	0.0960	58	1.4930	0.0	1.4930	1.2219
No log	0.0993	60	1.3796	0.0	1.3796	1.1745
No log	0.1026	62	1.1776	0.0841	1.1776	1.0852
No log	0.1060	64	0.9969	0.0780	0.9969	0.9984
No log	0.1093	66	0.9580	0.2146	0.9580	0.9788
No log	0.1126	68	1.1627	0.2553	1.1627	1.0783
No log	0.1159	70	1.3857	0.2468	1.3857	1.1771
No log	0.1192	72	1.3097	0.2742	1.3097	1.1444
No log	0.1225	74	1.1096	0.0841	1.1096	1.0534
No log	0.1258	76	1.0706	-0.1089	1.0706	1.0347
No log	0.1291	78	1.0779	-0.1608	1.0779	1.0382
No log	0.1325	80	1.0763	0.0780	1.0763	1.0374
No log	0.1358	82	1.1405	0.1404	1.1405	1.0680
No log	0.1391	84	1.1395	0.1600	1.1395	1.0675
No log	0.1424	86	1.4176	0.2364	1.4176	1.1906
No log	0.1457	88	1.5171	0.24	1.5171	1.2317
No log	0.1490	90	1.3132	0.1985	1.3132	1.1459
No log	0.1523	92	1.1225	0.1600	1.1225	1.0595
No log	0.1556	94	0.9154	0.3571	0.9154	0.9568
No log	0.1589	96	0.7515	0.3425	0.7515	0.8669
No log	0.1623	98	0.7924	0.2959	0.7924	0.8901
No log	0.1656	100	0.8342	0.0982	0.8342	0.9133
No log	0.1689	102	0.8115	0.2959	0.8115	0.9008
No log	0.1722	104	0.8153	0.3425	0.8153	0.9029
No log	0.1755	106	0.9371	0.4560	0.9371	0.9681
No log	0.1788	108	0.9983	0.4	0.9983	0.9991
No log	0.1821	110	0.9009	0.4560	0.9009	0.9492
No log	0.1854	112	0.8200	0.2391	0.8200	0.9055
No log	0.1887	114	0.7668	0.2391	0.7668	0.8757
No log	0.1921	116	0.7075	0.2921	0.7075	0.8411
No log	0.1954	118	0.6909	0.2921	0.6909	0.8312
No log	0.1987	120	0.6767	0.2921	0.6767	0.8226
No log	0.2020	122	0.6758	0.3897	0.6758	0.8221
No log	0.2053	124	0.6938	0.4167	0.6938	0.8330
No log	0.2086	126	0.7389	0.2699	0.7389	0.8596
No log	0.2119	128	0.7566	0.3778	0.7566	0.8698
No log	0.2152	130	0.7459	0.4262	0.7459	0.8637
No log	0.2185	132	0.7978	0.4068	0.7978	0.8932
No log	0.2219	134	0.7927	0.3778	0.7927	0.8903
No log	0.2252	136	0.7867	0.3978	0.7867	0.8870
No log	0.2285	138	0.7874	0.3978	0.7874	0.8874
No log	0.2318	140	0.8203	0.4068	0.8203	0.9057
No log	0.2351	142	0.8292	0.3000	0.8292	0.9106
No log	0.2384	144	0.7854	0.3778	0.7854	0.8862
No log	0.2417	146	0.7800	0.3778	0.7800	0.8832
No log	0.2450	148	0.7472	0.3978	0.7472	0.8644
No log	0.2483	150	0.7430	0.4262	0.7430	0.8620
No log	0.2517	152	0.7475	0.51	0.7475	0.8646
No log	0.2550	154	0.8145	0.3137	0.8145	0.9025
No log	0.2583	156	0.7796	0.3529	0.7796	0.8829
No log	0.2616	158	0.7232	0.4360	0.7232	0.8504
No log	0.2649	160	0.7910	0.4411	0.7910	0.8894
No log	0.2682	162	0.8788	0.4453	0.8788	0.9375
No log	0.2715	164	0.8042	0.4211	0.8042	0.8968
No log	0.2748	166	0.7415	0.3689	0.7415	0.8611
No log	0.2781	168	0.7222	0.3691	0.7222	0.8498
No log	0.2815	170	0.7337	0.4211	0.7337	0.8566
No log	0.2848	172	0.7975	0.5084	0.7975	0.8930
No log	0.2881	174	0.9025	0.3913	0.9025	0.9500
No log	0.2914	176	0.8800	0.4229	0.8800	0.9381
No log	0.2947	178	0.9401	0.4296	0.9401	0.9696
No log	0.2980	180	0.9692	0.3243	0.9692	0.9845
No log	0.3013	182	0.9195	0.3805	0.9195	0.9589
No log	0.3046	184	0.8261	0.4522	0.8261	0.9089
No log	0.3079	186	0.8170	0.4563	0.8170	0.9039
No log	0.3113	188	0.9206	0.4077	0.9206	0.9595
No log	0.3146	190	0.8875	0.4425	0.8875	0.9421
No log	0.3179	192	0.7793	0.4563	0.7793	0.8828
No log	0.3212	194	0.8756	0.3846	0.8756	0.9357
No log	0.3245	196	1.0100	0.2632	1.0100	1.0050
No log	0.3278	198	0.9664	0.3137	0.9664	0.9831
No log	0.3311	200	0.8356	0.3762	0.8356	0.9141
No log	0.3344	202	0.8130	0.4167	0.8130	0.9017
No log	0.3377	204	0.8355	0.3636	0.8355	0.9141
No log	0.3411	206	0.7982	0.4089	0.7982	0.8934
No log	0.3444	208	0.8330	0.4411	0.8330	0.9127
No log	0.3477	210	1.0216	0.4690	1.0216	1.0107
No log	0.3510	212	1.1851	0.3767	1.1851	1.0886
No log	0.3543	214	1.0646	0.4577	1.0646	1.0318
No log	0.3576	216	0.8219	0.4776	0.8219	0.9066
No log	0.3609	218	0.7046	0.5056	0.7046	0.8394
No log	0.3642	220	0.7285	0.5000	0.7285	0.8535
No log	0.3675	222	0.7923	0.5333	0.7923	0.8901
No log	0.3709	224	0.7947	0.4776	0.7947	0.8915
No log	0.3742	226	0.6934	0.4280	0.6934	0.8327
No log	0.3775	228	0.6635	0.3756	0.6635	0.8146
No log	0.3808	230	0.5990	0.4227	0.5990	0.7739
No log	0.3841	232	0.5665	0.4896	0.5665	0.7527
No log	0.3874	234	0.5877	0.5134	0.5877	0.7666
No log	0.3907	236	0.5820	0.4199	0.5820	0.7629
No log	0.3940	238	0.6096	0.3704	0.6096	0.7808
No log	0.3974	240	0.6717	0.3497	0.6717	0.8196
No log	0.4007	242	0.7326	0.3497	0.7326	0.8559
No log	0.4040	244	0.8025	0.3497	0.8025	0.8958
No log	0.4073	246	0.9010	0.3253	0.9010	0.9492
No log	0.4106	248	0.9578	0.2759	0.9578	0.9786
No log	0.4139	250	0.9141	0.3277	0.9141	0.9561
No log	0.4172	252	0.8551	0.3959	0.8551	0.9247
No log	0.4205	254	0.7804	0.4955	0.7804	0.8834
No log	0.4238	256	0.7516	0.4766	0.7516	0.8669
No log	0.4272	258	0.7410	0.4711	0.7410	0.8608
No log	0.4305	260	0.7818	0.4522	0.7818	0.8842
No log	0.4338	262	0.8960	0.4296	0.8960	0.9465
No log	0.4371	264	0.8919	0.3784	0.8919	0.9444
No log	0.4404	266	0.7781	0.4	0.7781	0.8821
No log	0.4437	268	0.7285	0.5130	0.7285	0.8535
No log	0.4470	270	0.7185	0.5254	0.7185	0.8476
No log	0.4503	272	0.7084	0.5254	0.7084	0.8417
No log	0.4536	274	0.7509	0.4413	0.7509	0.8666
No log	0.4570	276	0.8111	0.4220	0.8111	0.9006
No log	0.4603	278	0.8507	0.4919	0.8507	0.9223
No log	0.4636	280	0.8173	0.5039	0.8173	0.9040
No log	0.4669	282	0.6837	0.4167	0.6837	0.8268
No log	0.4702	284	0.6066	0.4195	0.6066	0.7788
No log	0.4735	286	0.5597	0.5421	0.5597	0.7481
No log	0.4768	288	0.5269	0.5421	0.5269	0.7259
No log	0.4801	290	0.5306	0.4195	0.5306	0.7284
No log	0.4834	292	0.5102	0.4227	0.5102	0.7143
No log	0.4868	294	0.4894	0.6316	0.4894	0.6995
No log	0.4901	296	0.5255	0.7407	0.5255	0.7249
No log	0.4934	298	0.5045	0.5806	0.5045	0.7103
No log	0.4967	300	0.6690	0.4825	0.6690	0.8180
No log	0.5	302	0.8224	0.5039	0.8224	0.9069
No log	0.5033	304	0.7950	0.5679	0.7950	0.8916
No log	0.5066	306	0.7236	0.4020	0.7236	0.8506
No log	0.5099	308	0.6914	0.4068	0.6914	0.8315
No log	0.5132	310	0.7288	0.4043	0.7288	0.8537
No log	0.5166	312	0.7799	0.4	0.7799	0.8831
No log	0.5199	314	0.7961	0.5679	0.7961	0.8922
No log	0.5232	316	0.7736	0.5447	0.7736	0.8795
No log	0.5265	318	0.8592	0.5299	0.8592	0.9269
No log	0.5298	320	0.9035	0.5233	0.9035	0.9505
No log	0.5331	322	0.7673	0.5447	0.7673	0.8760
No log	0.5364	324	0.6357	0.5078	0.6357	0.7973
No log	0.5397	326	0.6287	0.6260	0.6287	0.7929
No log	0.5430	328	0.6108	0.5946	0.6108	0.7816
No log	0.5464	330	0.6189	0.5643	0.6189	0.7867
No log	0.5497	332	0.6314	0.5643	0.6314	0.7946
No log	0.5530	334	0.5664	0.5739	0.5664	0.7526
No log	0.5563	336	0.5437	0.5643	0.5437	0.7374
No log	0.5596	338	0.5474	0.5	0.5474	0.7399
No log	0.5629	340	0.6781	0.5299	0.6781	0.8235
No log	0.5662	342	0.7555	0.5435	0.7555	0.8692
No log	0.5695	344	0.6148	0.5370	0.6148	0.7841
No log	0.5728	346	0.4988	0.5024	0.4988	0.7063
No log	0.5762	348	0.4931	0.5024	0.4931	0.7022
No log	0.5795	350	0.5457	0.4503	0.5457	0.7387
No log	0.5828	352	0.5828	0.4503	0.5828	0.7634
No log	0.5861	354	0.5824	0.4413	0.5824	0.7631
No log	0.5894	356	0.5642	0.6111	0.5642	0.7511
No log	0.5927	358	0.5349	0.6348	0.5349	0.7314
No log	0.5960	360	0.5754	0.5475	0.5754	0.7585
No log	0.5993	362	0.6721	0.5591	0.6721	0.8198
No log	0.6026	364	0.6697	0.5370	0.6697	0.8183
No log	0.6060	366	0.5911	0.6111	0.5911	0.7688
No log	0.6093	368	0.5498	0.5739	0.5498	0.7415
No log	0.6126	370	0.5466	0.5205	0.5466	0.7393
No log	0.6159	372	0.6074	0.5249	0.6074	0.7793
No log	0.6192	374	0.6585	0.4667	0.6585	0.8115
No log	0.6225	376	0.5983	0.4724	0.5983	0.7735
No log	0.6258	378	0.5399	0.5288	0.5399	0.7348
No log	0.6291	380	0.5172	0.4670	0.5172	0.7191
No log	0.6325	382	0.5472	0.4948	0.5472	0.7397
No log	0.6358	384	0.6612	0.4724	0.6612	0.8131
No log	0.6391	386	0.7097	0.4928	0.7097	0.8424
No log	0.6424	388	0.6215	0.4724	0.6215	0.7884
No log	0.6457	390	0.5862	0.4787	0.5862	0.7656
No log	0.6490	392	0.5539	0.5288	0.5539	0.7442
No log	0.6523	394	0.6050	0.6345	0.6050	0.7778
No log	0.6556	396	0.7351	0.5435	0.7351	0.8574
No log	0.6589	398	0.9247	0.4878	0.9247	0.9616
No log	0.6623	400	0.9171	0.4878	0.9171	0.9576
No log	0.6656	402	0.7867	0.4878	0.7867	0.8870
No log	0.6689	404	0.8244	0.4878	0.8244	0.9080
No log	0.6722	406	0.8058	0.5435	0.8058	0.8977
No log	0.6755	408	0.7193	0.5435	0.7193	0.8481
No log	0.6788	410	0.6097	0.5692	0.6097	0.7808
No log	0.6821	412	0.5879	0.5882	0.5879	0.7667
No log	0.6854	414	0.5989	0.4667	0.5989	0.7739
No log	0.6887	416	0.5681	0.4667	0.5681	0.7537
No log	0.6921	418	0.5471	0.5374	0.5471	0.7397
No log	0.6954	420	0.5409	0.5374	0.5409	0.7354
No log	0.6987	422	0.5774	0.4667	0.5774	0.7599
No log	0.7020	424	0.6778	0.5509	0.6778	0.8233
No log	0.7053	426	0.8210	0.5641	0.8210	0.9061
No log	0.7086	428	0.8514	0.5641	0.8514	0.9227
No log	0.7119	430	0.7025	0.5939	0.7025	0.8381
No log	0.7152	432	0.6390	0.5609	0.6390	0.7994
No log	0.7185	434	0.6106	0.4527	0.6106	0.7814
No log	0.7219	436	0.5832	0.5249	0.5832	0.7637
No log	0.7252	438	0.5413	0.4667	0.5413	0.7357
No log	0.7285	440	0.5759	0.5249	0.5759	0.7589
No log	0.7318	442	0.7204	0.4981	0.7204	0.8488
No log	0.7351	444	0.9489	0.4878	0.9489	0.9741
No log	0.7384	446	0.9786	0.4878	0.9786	0.9893
No log	0.7417	448	0.8170	0.5435	0.8170	0.9039
No log	0.7450	450	0.5986	0.4825	0.5986	0.7737
No log	0.7483	452	0.5363	0.5494	0.5363	0.7323
No log	0.7517	454	0.5639	0.4706	0.5639	0.7509
No log	0.7550	456	0.7483	0.4981	0.7483	0.8650
No log	0.7583	458	1.0291	0.5070	1.0291	1.0144
No log	0.7616	460	1.2315	0.4038	1.2315	1.1098
No log	0.7649	462	1.1437	0.4270	1.1437	1.0694
No log	0.7682	464	0.8696	0.4615	0.8696	0.9325
No log	0.7715	466	0.6599	0.5172	0.6599	0.8123
No log	0.7748	468	0.5576	0.4413	0.5576	0.7467
No log	0.7781	470	0.5164	0.4615	0.5164	0.7186
No log	0.7815	472	0.5201	0.4195	0.5201	0.7212
No log	0.7848	474	0.6343	0.4981	0.6343	0.7964
No log	0.7881	476	0.9442	0.5070	0.9442	0.9717
No log	0.7914	478	1.1185	0.5070	1.1185	1.0576
No log	0.7947	480	1.0377	0.5070	1.0377	1.0187
No log	0.7980	482	0.7769	0.5641	0.7769	0.8814
No log	0.8013	484	0.6071	0.5039	0.6071	0.7792
No log	0.8046	486	0.5408	0.5882	0.5408	0.7354
No log	0.8079	488	0.5344	0.5625	0.5344	0.7310
No log	0.8113	490	0.5684	0.5625	0.5684	0.7539
No log	0.8146	492	0.6773	0.5679	0.6773	0.8230
No log	0.8179	494	0.7199	0.6142	0.7199	0.8484
No log	0.8212	496	0.6365	0.5776	0.6365	0.7978
No log	0.8245	498	0.5522	0.5427	0.5522	0.7431
0.4807	0.8278	500	0.4884	0.3978	0.4884	0.6989
0.4807	0.8311	502	0.4717	0.5919	0.4717	0.6868
0.4807	0.8344	504	0.4641	0.5545	0.4641	0.6812
0.4807	0.8377	506	0.5190	0.5882	0.5190	0.7204
0.4807	0.8411	508	0.6894	0.5509	0.6894	0.8303
0.4807	0.8444	510	0.7342	0.5509	0.7342	0.8569
0.4807	0.8477	512	0.6445	0.6142	0.6445	0.8028
0.4807	0.8510	514	0.5304	0.4455	0.5304	0.7283
0.4807	0.8543	516	0.4844	0.4828	0.4844	0.6960
0.4807	0.8576	518	0.4888	0.4400	0.4888	0.6991
0.4807	0.8609	520	0.5012	0.4503	0.5012	0.7080
0.4807	0.8642	522	0.5593	0.5333	0.5593	0.7478
0.4807	0.8675	524	0.7596	0.5435	0.7596	0.8716
0.4807	0.8709	526	0.9104	0.5070	0.9104	0.9542
0.4807	0.8742	528	0.8586	0.5070	0.8586	0.9266
0.4807	0.8775	530	0.6458	0.6142	0.6458	0.8036
0.4807	0.8808	532	0.5089	0.4413	0.5089	0.7134
0.4807	0.8841	534	0.4854	0.4195	0.4854	0.6967
0.4807	0.8874	536	0.4992	0.4195	0.4992	0.7065
0.4807	0.8907	538	0.5497	0.4455	0.5497	0.7414
0.4807	0.8940	540	0.6817	0.4667	0.6817	0.8257
0.4807	0.8974	542	0.8860	0.5725	0.8860	0.9413
0.4807	0.9007	544	0.9357	0.5070	0.9357	0.9673
0.4807	0.9040	546	0.8839	0.5070	0.8839	0.9402
0.4807	0.9073	548	0.7381	0.5509	0.7381	0.8591
0.4807	0.9106	550	0.6130	0.5692	0.6130	0.7829
0.4807	0.9139	552	0.5807	0.6431	0.5807	0.7620
0.4807	0.9172	554	0.5771	0.6431	0.5771	0.7596
0.4807	0.9205	556	0.5887	0.7220	0.5887	0.7673
0.4807	0.9238	558	0.5721	0.6431	0.5721	0.7564
0.4807	0.9272	560	0.5658	0.5643	0.5658	0.7522
0.4807	0.9305	562	0.5725	0.5643	0.5725	0.7567
0.4807	0.9338	564	0.5587	0.5494	0.5587	0.7474
0.4807	0.9371	566	0.5614	0.5254	0.5614	0.7493
0.4807	0.9404	568	0.5762	0.5254	0.5762	0.7591
0.4807	0.9437	570	0.5918	0.5374	0.5918	0.7693
0.4807	0.9470	572	0.6059	0.5	0.6059	0.7784
0.4807	0.9503	574	0.6631	0.5172	0.6631	0.8143
0.4807	0.9536	576	0.6679	0.5505	0.6679	0.8173
0.4807	0.9570	578	0.5997	0.5249	0.5997	0.7744
0.4807	0.9603	580	0.5568	0.5	0.5568	0.7462
0.4807	0.9636	582	0.5743	0.5	0.5743	0.7578
0.4807	0.9669	584	0.5752	0.5374	0.5752	0.7584
0.4807	0.9702	586	0.5599	0.5374	0.5599	0.7482
0.4807	0.9735	588	0.5971	0.5	0.5971	0.7727
0.4807	0.9768	590	0.6341	0.5103	0.6341	0.7963
0.4807	0.9801	592	0.7338	0.5641	0.7338	0.8566
0.4807	0.9834	594	0.8523	0.5641	0.8523	0.9232
0.4807	0.9868	596	0.9335	0.5070	0.9335	0.9662
0.4807	0.9901	598	0.8437	0.5641	0.8437	0.9186
0.4807	0.9934	600	0.7523	0.5641	0.7523	0.8673
0.4807	0.9967	602	0.6418	0.5817	0.6418	0.8011
0.4807	1.0	604	0.6272	0.5505	0.6272	0.7920
0.4807	1.0033	606	0.7202	0.5505	0.7202	0.8486
0.4807	1.0066	608	0.8357	0.5817	0.8357	0.9141
0.4807	1.0099	610	0.8557	0.5817	0.8557	0.9250
0.4807	1.0132	612	0.7913	0.5817	0.7913	0.8896
0.4807	1.0166	614	0.6686	0.5103	0.6686	0.8177
0.4807	1.0199	616	0.6021	0.6255	0.6021	0.7760
0.4807	1.0232	618	0.6162	0.6016	0.6162	0.7850
0.4807	1.0265	620	0.6834	0.5591	0.6834	0.8267
0.4807	1.0298	622	0.7713	0.5435	0.7713	0.8782
0.4807	1.0331	624	0.7403	0.5435	0.7403	0.8604
0.4807	1.0364	626	0.7263	0.6255	0.7263	0.8522
0.4807	1.0397	628	0.6586	0.5776	0.6586	0.8115
0.4807	1.0430	630	0.6254	0.5532	0.6254	0.7908
0.4807	1.0464	632	0.6223	0.6540	0.6223	0.7889
0.4807	1.0497	634	0.7049	0.6038	0.7049	0.8396
0.4807	1.0530	636	0.8607	0.6222	0.8607	0.9277
0.4807	1.0563	638	0.8785	0.5243	0.8785	0.9373
0.4807	1.0596	640	0.6956	0.5259	0.6956	0.8340
0.4807	1.0629	642	0.5798	0.5776	0.5798	0.7615
0.4807	1.0662	644	0.5656	0.4724	0.5656	0.7520
0.4807	1.0695	646	0.5709	0.4724	0.5709	0.7556
0.4807	1.0728	648	0.6250	0.6026	0.6250	0.7905
0.4807	1.0762	650	0.6316	0.6026	0.6316	0.7947
0.4807	1.0795	652	0.5750	0.5776	0.5750	0.7583
0.4807	1.0828	654	0.5898	0.6375	0.5898	0.7680
0.4807	1.0861	656	0.6310	0.6260	0.6310	0.7944
0.4807	1.0894	658	0.7122	0.5641	0.7122	0.8439
0.4807	1.0927	660	0.6763	0.6260	0.6763	0.8224
0.4807	1.0960	662	0.6805	0.6260	0.6805	0.8249
0.4807	1.0993	664	0.7313	0.6260	0.7313	0.8552
0.4807	1.1026	666	0.7984	0.5641	0.7984	0.8935
0.4807	1.1060	668	0.7804	0.5435	0.7804	0.8834
0.4807	1.1093	670	0.6448	0.5821	0.6448	0.8030
0.4807	1.1126	672	0.6049	0.6316	0.6049	0.7777
0.4807	1.1159	674	0.6087	0.6316	0.6087	0.7802
0.4807	1.1192	676	0.6175	0.6316	0.6175	0.7858
0.4807	1.1225	678	0.6495	0.6038	0.6495	0.8059
0.4807	1.1258	680	0.7805	0.5435	0.7805	0.8834
0.4807	1.1291	682	0.8424	0.5641	0.8424	0.9178
0.4807	1.1325	684	0.7344	0.5435	0.7344	0.8570
0.4807	1.1358	686	0.6111	0.6255	0.6111	0.7817
0.4807	1.1391	688	0.4954	0.5374	0.4954	0.7038
0.4807	1.1424	690	0.4767	0.5374	0.4767	0.6904
0.4807	1.1457	692	0.5081	0.5	0.5081	0.7128
0.4807	1.1490	694	0.6400	0.6255	0.6400	0.8000
0.4807	1.1523	696	0.6655	0.6142	0.6655	0.8158
0.4807	1.1556	698	0.6722	0.6142	0.6722	0.8199
0.4807	1.1589	700	0.6540	0.6255	0.6540	0.8087
0.4807	1.1623	702	0.5791	0.6255	0.5791	0.7610
0.4807	1.1656	704	0.5005	0.5991	0.5005	0.7075
0.4807	1.1689	706	0.5052	0.5991	0.5052	0.7108
0.4807	1.1722	708	0.5695	0.5249	0.5695	0.7547
0.4807	1.1755	710	0.6358	0.6500	0.6358	0.7974
0.4807	1.1788	712	0.7017	0.5641	0.7017	0.8377
0.4807	1.1821	714	0.7162	0.5435	0.7162	0.8463
0.4807	1.1854	716	0.6664	0.6038	0.6664	0.8163
0.4807	1.1887	718	0.5872	0.6642	0.5872	0.7663
0.4807	1.1921	720	0.5861	0.6142	0.5861	0.7656
0.4807	1.1954	722	0.6840	0.6038	0.6840	0.8271
0.4807	1.1987	724	0.8327	0.4878	0.8327	0.9126
0.4807	1.2020	726	0.7966	0.4878	0.7966	0.8925
0.4807	1.2053	728	0.7468	0.6525	0.7468	0.8642
0.4807	1.2086	730	0.7707	0.5395	0.7707	0.8779
0.4807	1.2119	732	0.6662	0.6525	0.6662	0.8162
0.4807	1.2152	734	0.5022	0.5882	0.5022	0.7086
0.4807	1.2185	736	0.4709	0.4955	0.4709	0.6862
0.4807	1.2219	738	0.4723	0.5494	0.4723	0.6872
0.4807	1.2252	740	0.4689	0.5333	0.4689	0.6848
0.4807	1.2285	742	0.4857	0.5494	0.4857	0.6969
0.4807	1.2318	744	0.4928	0.5494	0.4928	0.7020
0.4807	1.2351	746	0.5109	0.5494	0.5109	0.7148
0.4807	1.2384	748	0.5201	0.5984	0.5201	0.7212
0.4807	1.2417	750	0.4955	0.608	0.4955	0.7039
0.4807	1.2450	752	0.5038	0.608	0.5038	0.7098
0.4807	1.2483	754	0.5630	0.5776	0.5630	0.7504
0.4807	1.2517	756	0.6120	0.6142	0.6120	0.7823
0.4807	1.2550	758	0.5884	0.6715	0.5884	0.7671
0.4807	1.2583	760	0.5372	0.6842	0.5372	0.7329
0.4807	1.2616	762	0.5118	0.5643	0.5118	0.7154
0.4807	1.2649	764	0.4898	0.4893	0.4898	0.6999
0.4807	1.2682	766	0.4706	0.4766	0.4706	0.6860
0.4807	1.2715	768	0.4658	0.5950	0.4658	0.6825
0.4807	1.2748	770	0.4709	0.552	0.4709	0.6862
0.4807	1.2781	772	0.5183	0.6345	0.5183	0.7200
0.4807	1.2815	774	0.5477	0.6016	0.5477	0.7401
0.4807	1.2848	776	0.6065	0.6255	0.6065	0.7788
0.4807	1.2881	778	0.6425	0.6255	0.6425	0.8015
0.4807	1.2914	780	0.5909	0.5776	0.5909	0.7687
0.4807	1.2947	782	0.5159	0.5249	0.5159	0.7182
0.4807	1.2980	784	0.4977	0.4724	0.4977	0.7054
0.4807	1.3013	786	0.4820	0.4455	0.4820	0.6943
0.4807	1.3046	788	0.4831	0.4724	0.4831	0.6950
0.4807	1.3079	790	0.4994	0.4724	0.4994	0.7067
0.4807	1.3113	792	0.5559	0.5776	0.5559	0.7456
0.4807	1.3146	794	0.6630	0.6260	0.6630	0.8142
0.4807	1.3179	796	0.6520	0.6038	0.6520	0.8075
0.4807	1.3212	798	0.5494	0.6769	0.5494	0.7412
0.4807	1.3245	800	0.4961	0.6912	0.4961	0.7043
0.4807	1.3278	802	0.5208	0.6912	0.5208	0.7217
0.4807	1.3311	804	0.6487	0.5939	0.6487	0.8054
0.4807	1.3344	806	0.8572	0.5413	0.8572	0.9258
0.4807	1.3377	808	0.8568	0.5706	0.8568	0.9256
0.4807	1.3411	810	0.7653	0.6138	0.7653	0.8748
0.4807	1.3444	812	0.6510	0.6125	0.6510	0.8068
0.4807	1.3477	814	0.4950	0.6573	0.4950	0.7035
0.4807	1.3510	816	0.4218	0.6048	0.4218	0.6495
0.4807	1.3543	818	0.4165	0.6160	0.4165	0.6453
0.4807	1.3576	820	0.4176	0.6160	0.4176	0.6462
0.4807	1.3609	822	0.4294	0.4948	0.4294	0.6553
0.4807	1.3642	824	0.4356	0.4948	0.4356	0.6600
0.4807	1.3675	826	0.4160	0.5812	0.4160	0.6450
0.4807	1.3709	828	0.4011	0.6316	0.4011	0.6333
0.4807	1.3742	830	0.4201	0.6316	0.4201	0.6481
0.4807	1.3775	832	0.4950	0.6345	0.4950	0.7036
0.4807	1.3808	834	0.5861	0.6525	0.5861	0.7655
0.4807	1.3841	836	0.5611	0.6525	0.5611	0.7491
0.4807	1.3874	838	0.5192	0.6345	0.5192	0.7205
0.4807	1.3907	840	0.4643	0.6912	0.4643	0.6814
0.4807	1.3940	842	0.4407	0.664	0.4407	0.6639
0.4807	1.3974	844	0.4556	0.6912	0.4556	0.6750
0.4807	1.4007	846	0.4992	0.65	0.4992	0.7065
0.4807	1.4040	848	0.5782	0.6957	0.5782	0.7604
0.4807	1.4073	850	0.6090	0.6957	0.6090	0.7804
0.4807	1.4106	852	0.5389	0.65	0.5389	0.7341
0.4807	1.4139	854	0.4908	0.6957	0.4908	0.7005
0.4807	1.4172	856	0.5610	0.6423	0.5610	0.7490
0.4807	1.4205	858	0.5819	0.6423	0.5819	0.7628
0.4807	1.4238	860	0.5222	0.6932	0.5222	0.7226
0.4807	1.4272	862	0.4778	0.6192	0.4778	0.6912
0.4807	1.4305	864	0.5033	0.6202	0.5033	0.7095
0.4807	1.4338	866	0.5162	0.6202	0.5162	0.7185
0.4807	1.4371	868	0.5017	0.6202	0.5017	0.7083
0.4807	1.4404	870	0.4692	0.6192	0.4692	0.6850
0.4807	1.4437	872	0.4569	0.6192	0.4569	0.6759
0.4807	1.4470	874	0.4450	0.6192	0.4450	0.6671
0.4807	1.4503	876	0.4374	0.6192	0.4374	0.6613
0.4807	1.4536	878	0.4488	0.6192	0.4488	0.6699
0.4807	1.4570	880	0.4866	0.6094	0.4866	0.6976
0.4807	1.4603	882	0.5732	0.6585	0.5732	0.7571
0.4807	1.4636	884	0.6273	0.6026	0.6273	0.7920
0.4807	1.4669	886	0.6223	0.6026	0.6223	0.7888
0.4807	1.4702	888	0.5620	0.5505	0.5620	0.7497
0.4807	1.4735	890	0.4925	0.5463	0.4925	0.7018
0.4807	1.4768	892	0.4754	0.5205	0.4754	0.6895
0.4807	1.4801	894	0.4738	0.5205	0.4738	0.6884
0.4807	1.4834	896	0.4662	0.664	0.4662	0.6828
0.4807	1.4868	898	0.4615	0.7050	0.4615	0.6794
0.4807	1.4901	900	0.4691	0.6912	0.4691	0.6849
0.4807	1.4934	902	0.4673	0.6912	0.4673	0.6836
0.4807	1.4967	904	0.5054	0.7	0.5054	0.7109
0.4807	1.5	906	0.5171	0.7	0.5171	0.7191
0.4807	1.5033	908	0.5357	0.7	0.5357	0.7319
0.4807	1.5066	910	0.4899	0.6617	0.4899	0.6999
0.4807	1.5099	912	0.4841	0.6111	0.4841	0.6958
0.4807	1.5132	914	0.4893	0.5	0.4893	0.6995
0.4807	1.5166	916	0.5006	0.5	0.5006	0.7075
0.4807	1.5199	918	0.4889	0.5	0.4889	0.6992
0.4807	1.5232	920	0.4635	0.6403	0.4635	0.6808
0.4807	1.5265	922	0.4670	0.6403	0.4670	0.6834
0.4807	1.5298	924	0.4914	0.6513	0.4914	0.7010
0.4807	1.5331	926	0.5636	0.6016	0.5636	0.7507
0.4807	1.5364	928	0.6266	0.6016	0.6266	0.7916
0.4807	1.5397	930	0.5996	0.6016	0.5996	0.7743
0.4807	1.5430	932	0.5574	0.6111	0.5574	0.7466
0.4807	1.5464	934	0.5378	0.6111	0.5378	0.7333
0.4807	1.5497	936	0.5113	0.5	0.5113	0.7151
0.4807	1.5530	938	0.4930	0.5984	0.4930	0.7021
0.4807	1.5563	940	0.5000	0.5984	0.5000	0.7071
0.4807	1.5596	942	0.5434	0.6111	0.5434	0.7372
0.4807	1.5629	944	0.6442	0.6142	0.6442	0.8026
0.4807	1.5662	946	0.6884	0.5725	0.6884	0.8297
0.4807	1.5695	948	0.6426	0.5509	0.6426	0.8016
0.4807	1.5728	950	0.5361	0.5	0.5361	0.7322
0.4807	1.5762	952	0.4809	0.5984	0.4809	0.6935
0.4807	1.5795	954	0.4756	0.5984	0.4756	0.6896
0.4807	1.5828	956	0.4916	0.5	0.4916	0.7011
0.4807	1.5861	958	0.5289	0.5	0.5289	0.7273
0.4807	1.5894	960	0.5392	0.5	0.5392	0.7343
0.4807	1.5927	962	0.5246	0.5643	0.5246	0.7243
0.4807	1.5960	964	0.4968	0.6202	0.4968	0.7048
0.4807	1.5993	966	0.4973	0.6202	0.4973	0.7052
0.4807	1.6026	968	0.4782	0.6513	0.4782	0.6915
0.4807	1.6060	970	0.4702	0.6513	0.4702	0.6857
0.4807	1.6093	972	0.4642	0.6719	0.4642	0.6813
0.4807	1.6126	974	0.4754	0.7328	0.4754	0.6895
0.4807	1.6159	976	0.4780	0.6932	0.4780	0.6914
0.4807	1.6192	978	0.4808	0.7004	0.4808	0.6934
0.4807	1.6225	980	0.4546	0.6932	0.4546	0.6742
0.4807	1.6258	982	0.4360	0.7107	0.4360	0.6603
0.4807	1.6291	984	0.4335	0.6778	0.4335	0.6584
0.4807	1.6325	986	0.4402	0.72	0.4402	0.6635
0.4807	1.6358	988	0.4525	0.72	0.4525	0.6727
0.4807	1.6391	990	0.4576	0.72	0.4576	0.6765
0.4807	1.6424	992	0.4787	0.7774	0.4787	0.6919
0.4807	1.6457	994	0.4942	0.7774	0.4942	0.7030
0.4807	1.6490	996	0.5380	0.7774	0.5380	0.7335
0.4807	1.6523	998	0.6050	0.5299	0.6050	0.7778
0.1378	1.6556	1000	0.6177	0.5299	0.6177	0.7859
0.1378	1.6589	1002	0.6356	0.5299	0.6356	0.7972
0.1378	1.6623	1004	0.6375	0.5299	0.6375	0.7984
0.1378	1.6656	1006	0.6884	0.5233	0.6884	0.8297
0.1378	1.6689	1008	0.6529	0.5233	0.6529	0.8081
0.1378	1.6722	1010	0.7121	0.4690	0.7121	0.8438
0.1378	1.6755	1012	0.7351	0.5070	0.7351	0.8574
0.1378	1.6788	1014	0.6421	0.5233	0.6421	0.8013
0.1378	1.6821	1016	0.5523	0.5370	0.5523	0.7431
0.1378	1.6854	1018	0.4933	0.6224	0.4933	0.7024
0.1378	1.6887	1020	0.4779	0.6111	0.4779	0.6913
0.1378	1.6921	1022	0.5112	0.6608	0.5112	0.7150
0.1378	1.6954	1024	0.5203	0.6608	0.5203	0.7213
0.1378	1.6987	1026	0.4787	0.6695	0.4787	0.6919
0.1378	1.7020	1028	0.4468	0.72	0.4468	0.6684
0.1378	1.7053	1030	0.4365	0.72	0.4365	0.6607
0.1378	1.7086	1032	0.4397	0.7407	0.4397	0.6631
0.1378	1.7119	1034	0.4459	0.7116	0.4459	0.6678
0.1378	1.7152	1036	0.4574	0.72	0.4574	0.6763
0.1378	1.7185	1038	0.4802	0.6316	0.4802	0.6929
0.1378	1.7219	1040	0.5078	0.6617	0.5078	0.7126
0.1378	1.7252	1042	0.5005	0.6667	0.5005	0.7075
0.1378	1.7285	1044	0.4930	0.6667	0.4930	0.7021
0.1378	1.7318	1046	0.4508	0.7510	0.4508	0.6714
0.1378	1.7351	1048	0.4347	0.7812	0.4347	0.6593
0.1378	1.7384	1050	0.4345	0.8	0.4345	0.6591
0.1378	1.7417	1052	0.4342	0.7812	0.4342	0.6589
0.1378	1.7450	1054	0.4364	0.7812	0.4364	0.6606
0.1378	1.7483	1056	0.4414	0.7812	0.4414	0.6644
0.1378	1.7517	1058	0.4537	0.6957	0.4537	0.6735
0.1378	1.7550	1060	0.4943	0.6316	0.4943	0.7030
0.1378	1.7583	1062	0.5192	0.6667	0.5192	0.7206
0.1378	1.7616	1064	0.5116	0.6667	0.5116	0.7153
0.1378	1.7649	1066	0.5062	0.6573	0.5062	0.7115
0.1378	1.7682	1068	0.4822	0.664	0.4822	0.6944
0.1378	1.7715	1070	0.4976	0.664	0.4976	0.7054
0.1378	1.7748	1072	0.5028	0.6316	0.5028	0.7091
0.1378	1.7781	1074	0.5187	0.6202	0.5187	0.7202
0.1378	1.7815	1076	0.4817	0.5739	0.4817	0.6940
0.1378	1.7848	1078	0.4739	0.5739	0.4739	0.6884
0.1378	1.7881	1080	0.4935	0.5070	0.4935	0.7025
0.1378	1.7914	1082	0.5121	0.5070	0.5121	0.7156
0.1378	1.7947	1084	0.4954	0.5070	0.4954	0.7039
0.1378	1.7980	1086	0.5202	0.5625	0.5202	0.7213
0.1378	1.8013	1088	0.6323	0.5461	0.6323	0.7952
0.1378	1.8046	1090	0.7233	0.5064	0.7233	0.8504
0.1378	1.8079	1092	0.7074	0.5064	0.7074	0.8411
0.1378	1.8113	1094	0.5794	0.5299	0.5794	0.7612
0.1378	1.8146	1096	0.4961	0.6016	0.4961	0.7044
0.1378	1.8179	1098	0.4558	0.6759	0.4558	0.6752
0.1378	1.8212	1100	0.4459	0.6500	0.4459	0.6677
0.1378	1.8245	1102	0.4565	0.5922	0.4565	0.6756
0.1378	1.8278	1104	0.4566	0.6500	0.4566	0.6757
0.1378	1.8311	1106	0.4834	0.5728	0.4834	0.6953
0.1378	1.8344	1108	0.5736	0.625	0.5736	0.7574
0.1378	1.8377	1110	0.5798	0.5914	0.5798	0.7615
0.1378	1.8411	1112	0.5127	0.625	0.5127	0.7160
0.1378	1.8444	1114	0.4861	0.625	0.4861	0.6972
0.1378	1.8477	1116	0.4513	0.625	0.4513	0.6718
0.1378	1.8510	1118	0.4306	0.8409	0.4306	0.6562
0.1378	1.8543	1120	0.4222	0.7607	0.4222	0.6498
0.1378	1.8576	1122	0.4314	0.7014	0.4314	0.6568
0.1378	1.8609	1124	0.4414	0.7123	0.4414	0.6644
0.1378	1.8642	1126	0.4536	0.6471	0.4536	0.6735
0.1378	1.8675	1128	0.4789	0.6345	0.4789	0.6921
0.1378	1.8709	1130	0.5093	0.6345	0.5093	0.7137
0.1378	1.8742	1132	0.5203	0.6345	0.5203	0.7213
0.1378	1.8775	1134	0.5028	0.6471	0.5028	0.7091
0.1378	1.8808	1136	0.4905	0.6471	0.4905	0.7003
0.1378	1.8841	1138	0.4559	0.6348	0.4559	0.6752
0.1378	1.8874	1140	0.4487	0.7477	0.4487	0.6698
0.1378	1.8907	1142	0.4360	0.7014	0.4360	0.6603
0.1378	1.8940	1144	0.4189	0.7014	0.4189	0.6472
0.1378	1.8974	1146	0.4053	0.7014	0.4053	0.6367
0.1378	1.9007	1148	0.4044	0.7014	0.4044	0.6359
0.1378	1.9040	1150	0.4301	0.6759	0.4301	0.6558
0.1378	1.9073	1152	0.4541	0.7319	0.4541	0.6739
0.1378	1.9106	1154	0.5167	0.7154	0.5167	0.7188
0.1378	1.9139	1156	0.5291	0.7154	0.5291	0.7274
0.1378	1.9172	1158	0.5293	0.7154	0.5293	0.7275
0.1378	1.9205	1160	0.5246	0.7407	0.5246	0.7243
0.1378	1.9238	1162	0.4962	0.7407	0.4962	0.7044
0.1378	1.9272	1164	0.4549	0.7149	0.4549	0.6745
0.1378	1.9305	1166	0.4305	0.6667	0.4305	0.6562
0.1378	1.9338	1168	0.4361	0.6277	0.4361	0.6604
0.1378	1.9371	1170	0.4150	0.6635	0.4150	0.6442
0.1378	1.9404	1172	0.4058	0.6635	0.4058	0.6370
0.1378	1.9437	1174	0.4047	0.6818	0.4047	0.6362
0.1378	1.9470	1176	0.4041	0.6729	0.4041	0.6357
0.1378	1.9503	1178	0.4053	0.5670	0.4053	0.6366
0.1378	1.9536	1180	0.4357	0.6111	0.4357	0.6601
0.1378	1.9570	1182	0.4734	0.5333	0.4734	0.6880
0.1378	1.9603	1184	0.5155	0.6255	0.5155	0.7180
0.1378	1.9636	1186	0.4892	0.6769	0.4892	0.6994
0.1378	1.9669	1188	0.4609	0.7774	0.4609	0.6789
0.1378	1.9702	1190	0.4634	0.7774	0.4634	0.6807
0.1378	1.9735	1192	0.4359	0.7586	0.4359	0.6602
0.1378	1.9768	1194	0.4401	0.7879	0.4401	0.6634
0.1378	1.9801	1196	0.4763	0.6540	0.4763	0.6901
0.1378	1.9834	1198	0.5628	0.6142	0.5628	0.7502
0.1378	1.9868	1200	0.6001	0.6038	0.6001	0.7747
0.1378	1.9901	1202	0.5782	0.6142	0.5782	0.7604
0.1378	1.9934	1204	0.5116	0.5532	0.5116	0.7152
0.1378	1.9967	1206	0.4753	0.5532	0.4753	0.6894
0.1378	2.0	1208	0.4477	0.6348	0.4477	0.6691
0.1378	2.0033	1210	0.4321	0.6805	0.4321	0.6573
0.1378	2.0066	1212	0.4222	0.6957	0.4222	0.6498
0.1378	2.0099	1214	0.4519	0.7222	0.4519	0.6722
0.1378	2.0132	1216	0.5232	0.5914	0.5232	0.7233
0.1378	2.0166	1218	0.5809	0.6142	0.5809	0.7622
0.1378	2.0199	1220	0.6845	0.5435	0.6845	0.8274
0.1378	2.0232	1222	0.7181	0.5641	0.7181	0.8474
0.1378	2.0265	1224	0.6109	0.6038	0.6109	0.7816
0.1378	2.0298	1226	0.4564	0.6908	0.4564	0.6755
0.1378	2.0331	1228	0.3760	0.6484	0.3760	0.6132
0.1378	2.0364	1230	0.3724	0.6818	0.3724	0.6103
0.1378	2.0397	1232	0.3762	0.6818	0.3762	0.6133
0.1378	2.0430	1234	0.3875	0.6484	0.3875	0.6225
0.1378	2.0464	1236	0.4660	0.6908	0.4660	0.6826
0.1378	2.0497	1238	0.6033	0.6375	0.6033	0.7768
0.1378	2.0530	1240	0.6709	0.5641	0.6709	0.8191
0.1378	2.0563	1242	0.6428	0.5435	0.6428	0.8017
0.1378	2.0596	1244	0.5717	0.6142	0.5717	0.7561
0.1378	2.0629	1246	0.4828	0.6557	0.4828	0.6948
0.1378	2.0662	1248	0.4573	0.6557	0.4573	0.6762
0.1378	2.0695	1250	0.4657	0.5991	0.4657	0.6824
0.1378	2.0728	1252	0.5062	0.625	0.5062	0.7115
0.1378	2.0762	1254	0.5794	0.6026	0.5794	0.7612
0.1378	2.0795	1256	0.5866	0.6026	0.5866	0.7659
0.1378	2.0828	1258	0.5281	0.6723	0.5281	0.7267
0.1378	2.0861	1260	0.4481	0.6111	0.4481	0.6694
0.1378	2.0894	1262	0.4043	0.5962	0.4043	0.6359
0.1378	2.0927	1264	0.4031	0.6091	0.4031	0.6349
0.1378	2.0960	1266	0.4196	0.6091	0.4196	0.6478
0.1378	2.0993	1268	0.4458	0.5670	0.4458	0.6677
0.1378	2.1026	1270	0.4917	0.5333	0.4917	0.7012
0.1378	2.1060	1272	0.5876	0.6026	0.5876	0.7666
0.1378	2.1093	1274	0.6868	0.6260	0.6868	0.8287
0.1378	2.1126	1276	0.6748	0.6260	0.6748	0.8214
0.1378	2.1159	1278	0.5978	0.6255	0.5978	0.7732
0.1378	2.1192	1280	0.5062	0.5532	0.5062	0.7115
0.1378	2.1225	1282	0.4895	0.5532	0.4895	0.6996
0.1378	2.1258	1284	0.4741	0.6016	0.4741	0.6886
0.1378	2.1291	1286	0.4624	0.6128	0.4624	0.6800
0.1378	2.1325	1288	0.4871	0.6016	0.4871	0.6979
0.1378	2.1358	1290	0.5216	0.6016	0.5216	0.7222
0.1378	2.1391	1292	0.5962	0.5435	0.5962	0.7722
0.1378	2.1424	1294	0.6665	0.5641	0.6665	0.8164
0.1378	2.1457	1296	0.6210	0.5435	0.6210	0.7881
0.1378	2.1490	1298	0.5313	0.6255	0.5313	0.7289
0.1378	2.1523	1300	0.4792	0.5625	0.4792	0.6923
0.1378	2.1556	1302	0.4625	0.5625	0.4625	0.6801
0.1378	2.1589	1304	0.4780	0.5625	0.4780	0.6914
0.1378	2.1623	1306	0.5198	0.5532	0.5198	0.7210
0.1378	2.1656	1308	0.5789	0.5914	0.5789	0.7609
0.1378	2.1689	1310	0.5950	0.5914	0.5950	0.7714
0.1378	2.1722	1312	0.5141	0.6423	0.5141	0.7170
0.1378	2.1755	1314	0.4565	0.6980	0.4565	0.6756
0.1378	2.1788	1316	0.4444	0.7131	0.4444	0.6666
0.1378	2.1821	1318	0.4467	0.6608	0.4467	0.6684
0.1378	2.1854	1320	0.4638	0.6608	0.4638	0.6810
0.1378	2.1887	1322	0.4642	0.6608	0.4642	0.6814
0.1378	2.1921	1324	0.4627	0.6608	0.4627	0.6802
0.1378	2.1954	1326	0.4431	0.6484	0.4431	0.6656
0.1378	2.1987	1328	0.4312	0.5517	0.4312	0.6566
0.1378	2.2020	1330	0.4255	0.5922	0.4255	0.6523
0.1378	2.2053	1332	0.4155	0.5687	0.4155	0.6446
0.1378	2.2086	1334	0.4484	0.6471	0.4484	0.6696
0.1378	2.2119	1336	0.5207	0.7154	0.5207	0.7216
0.1378	2.2152	1338	0.5798	0.6500	0.5798	0.7614
0.1378	2.2185	1340	0.5759	0.6500	0.5759	0.7589
0.1378	2.2219	1342	0.5076	0.7407	0.5076	0.7124
0.1378	2.2252	1344	0.4359	0.7407	0.4359	0.6603
0.1378	2.2285	1346	0.3885	0.6484	0.3885	0.6233
0.1378	2.2318	1348	0.3865	0.5842	0.3865	0.6217
0.1378	2.2351	1350	0.4008	0.5842	0.4008	0.6331
0.1378	2.2384	1352	0.4220	0.5842	0.4220	0.6496
0.1378	2.2417	1354	0.4392	0.6131	0.4392	0.6627
0.1378	2.2450	1356	0.4292	0.5842	0.4292	0.6551
0.1378	2.2483	1358	0.4249	0.5842	0.4249	0.6519
0.1378	2.2517	1360	0.4258	0.5842	0.4258	0.6526
0.1378	2.2550	1362	0.4046	0.5561	0.4046	0.6361
0.1378	2.2583	1364	0.3936	0.5670	0.3936	0.6274
0.1378	2.2616	1366	0.4007	0.5842	0.4007	0.6330
0.1378	2.2649	1368	0.4439	0.6516	0.4439	0.6662
0.1378	2.2682	1370	0.4681	0.7407	0.4681	0.6842
0.1378	2.2715	1372	0.4718	0.7407	0.4718	0.6869
0.1378	2.2748	1374	0.4651	0.7407	0.4651	0.6820
0.1378	2.2781	1376	0.4262	0.8231	0.4262	0.6528
0.1378	2.2815	1378	0.4243	0.7895	0.4243	0.6513
0.1378	2.2848	1380	0.4278	0.7222	0.4278	0.6541
0.1378	2.2881	1382	0.4394	0.6345	0.4394	0.6629
0.1378	2.2914	1384	0.4376	0.6345	0.4376	0.6615
0.1378	2.2947	1386	0.4153	0.5739	0.4153	0.6444
0.1378	2.2980	1388	0.3984	0.7107	0.3984	0.6312
0.1378	2.3013	1390	0.4114	0.7342	0.4114	0.6414
0.1378	2.3046	1392	0.4542	0.6585	0.4542	0.6740
0.1378	2.3079	1394	0.4770	0.6585	0.4770	0.6906
0.1378	2.3113	1396	0.4520	0.6585	0.4520	0.6723
0.1378	2.3146	1398	0.4252	0.7083	0.4252	0.6521
0.1378	2.3179	1400	0.4135	0.6452	0.4135	0.6430
0.1378	2.3212	1402	0.4349	0.5739	0.4349	0.6595
0.1378	2.3245	1404	0.4833	0.6224	0.4833	0.6952
0.1378	2.3278	1406	0.5331	0.6540	0.5331	0.7301
0.1378	2.3311	1408	0.5335	0.6540	0.5335	0.7304
0.1378	2.3344	1410	0.5128	0.7	0.5128	0.7161
0.1378	2.3377	1412	0.5245	0.6936	0.5245	0.7242
0.1378	2.3411	1414	0.4930	0.7667	0.4930	0.7022
0.1378	2.3444	1416	0.4479	0.7921	0.4479	0.6692
0.1378	2.3477	1418	0.4254	0.7921	0.4254	0.6522
0.1378	2.3510	1420	0.4230	0.7667	0.4230	0.6504
0.1378	2.3543	1422	0.4547	0.7368	0.4547	0.6743
0.1378	2.3576	1424	0.4859	0.6769	0.4859	0.6971
0.1378	2.3609	1426	0.4935	0.6769	0.4935	0.7025
0.1378	2.3642	1428	0.4635	0.6540	0.4635	0.6808
0.1378	2.3675	1430	0.4278	0.6980	0.4278	0.6541
0.1378	2.3709	1432	0.4103	0.7709	0.4103	0.6405
0.1378	2.3742	1434	0.4177	0.7603	0.4177	0.6463
0.1378	2.3775	1436	0.4482	0.72	0.4482	0.6694
0.1378	2.3808	1438	0.5260	0.7	0.5260	0.7252
0.1378	2.3841	1440	0.6708	0.6028	0.6708	0.8190
0.1378	2.3874	1442	0.7545	0.6124	0.7545	0.8686
0.1378	2.3907	1444	0.6862	0.6028	0.6862	0.8284
0.1378	2.3940	1446	0.5484	0.6769	0.5484	0.7405
0.1378	2.3974	1448	0.4462	0.5643	0.4462	0.6680
0.1378	2.4007	1450	0.4228	0.6351	0.4228	0.6502
0.1378	2.4040	1452	0.4259	0.6729	0.4259	0.6526
0.1378	2.4073	1454	0.4300	0.6192	0.4300	0.6557
0.1378	2.4106	1456	0.4486	0.5749	0.4486	0.6698
0.1378	2.4139	1458	0.4800	0.5659	0.4800	0.6929
0.1378	2.4172	1460	0.4932	0.5659	0.4932	0.7023
0.1378	2.4205	1462	0.5021	0.6097	0.5021	0.7086
0.1378	2.4238	1464	0.5133	0.6936	0.5133	0.7165
0.1378	2.4272	1466	0.5182	0.7667	0.5182	0.7199
0.1378	2.4305	1468	0.5097	0.7336	0.5097	0.7140
0.1378	2.4338	1470	0.4791	0.7603	0.4791	0.6922
0.1378	2.4371	1472	0.4692	0.7510	0.4692	0.6850
0.1378	2.4404	1474	0.4666	0.7034	0.4666	0.6831
0.1378	2.4437	1476	0.4741	0.6578	0.4741	0.6886
0.1378	2.4470	1478	0.4855	0.7034	0.4855	0.6968
0.1378	2.4503	1480	0.5041	0.7131	0.5041	0.7100
0.1378	2.4536	1482	0.5161	0.7131	0.5161	0.7184
0.1378	2.4570	1484	0.5243	0.7131	0.5243	0.7241
0.1378	2.4603	1486	0.5143	0.7131	0.5143	0.7172
0.1378	2.4636	1488	0.4900	0.7879	0.4900	0.7000
0.1378	2.4669	1490	0.4845	0.7879	0.4845	0.6960
0.1378	2.4702	1492	0.4895	0.7482	0.4895	0.6996
0.1378	2.4735	1494	0.5016	0.7586	0.5016	0.7083
0.1378	2.4768	1496	0.5285	0.6980	0.5285	0.7270
0.1378	2.4801	1498	0.5656	0.6540	0.5656	0.7521
0.0978	2.4834	1500	0.5674	0.6540	0.5674	0.7533
0.0978	2.4868	1502	0.5256	0.6111	0.5256	0.7250
0.0978	2.4901	1504	0.5182	0.6980	0.5182	0.7199
0.0978	2.4934	1506	0.5169	0.6980	0.5169	0.7189
0.0978	2.4967	1508	0.4864	0.6980	0.4864	0.6974
0.0978	2.5	1510	0.4491	0.7131	0.4491	0.6702
0.0978	2.5033	1512	0.4199	0.7879	0.4199	0.6480
0.0978	2.5066	1514	0.4137	0.7879	0.4137	0.6432
0.0978	2.5099	1516	0.4055	0.7879	0.4055	0.6368
0.0978	2.5132	1518	0.4195	0.7586	0.4195	0.6477
0.0978	2.5166	1520	0.4542	0.6345	0.4542	0.6739
0.0978	2.5199	1522	0.4880	0.6345	0.4880	0.6986
0.0978	2.5232	1524	0.4734	0.6345	0.4734	0.6880
0.0978	2.5265	1526	0.4350	0.6345	0.4350	0.6596
0.0978	2.5298	1528	0.4245	0.6980	0.4245	0.6515
0.0978	2.5331	1530	0.4344	0.7131	0.4344	0.6591
0.0978	2.5364	1532	0.4595	0.6111	0.4595	0.6779
0.0978	2.5397	1534	0.5118	0.6540	0.5118	0.7154
0.0978	2.5430	1536	0.5638	0.6423	0.5638	0.7509
0.0978	2.5464	1538	0.5745	0.6715	0.5745	0.7579
0.0978	2.5497	1540	0.6070	0.6020	0.6070	0.7791
0.0978	2.5530	1542	0.6478	0.6111	0.6478	0.8048
0.0978	2.5563	1544	0.6435	0.5743	0.6435	0.8022
0.0978	2.5596	1546	0.5620	0.6111	0.5620	0.7496
0.0978	2.5629	1548	0.4860	0.6842	0.4860	0.6971
0.0978	2.5662	1550	0.4475	0.72	0.4475	0.6689
0.0978	2.5695	1552	0.4314	0.7449	0.4314	0.6568
0.0978	2.5728	1554	0.4284	0.7449	0.4284	0.6545
0.0978	2.5762	1556	0.4276	0.7449	0.4276	0.6539
0.0978	2.5795	1558	0.4373	0.7449	0.4373	0.6613
0.0978	2.5828	1560	0.4473	0.6980	0.4473	0.6688
0.0978	2.5861	1562	0.4901	0.6769	0.4901	0.7000
0.0978	2.5894	1564	0.5079	0.6769	0.5079	0.7126
0.0978	2.5927	1566	0.4944	0.6769	0.4944	0.7031
0.0978	2.5960	1568	0.4578	0.7605	0.4578	0.6766
0.0978	2.5993	1570	0.4119	0.72	0.4119	0.6418
0.0978	2.6026	1572	0.3835	0.7407	0.3835	0.6192
0.0978	2.6060	1574	0.3786	0.7407	0.3786	0.6153
0.0978	2.6093	1576	0.3830	0.7603	0.3830	0.6189
0.0978	2.6126	1578	0.4113	0.7605	0.4113	0.6414
0.0978	2.6159	1580	0.4620	0.7605	0.4620	0.6797
0.0978	2.6192	1582	0.4697	0.7846	0.4697	0.6853
0.0978	2.6225	1584	0.4415	0.7605	0.4415	0.6644
0.0978	2.6258	1586	0.3998	0.6805	0.3998	0.6323
0.0978	2.6291	1588	0.3673	0.6957	0.3673	0.6061
0.0978	2.6325	1590	0.3528	0.7034	0.3528	0.5940
0.0978	2.6358	1592	0.3522	0.7027	0.3522	0.5935
0.0978	2.6391	1594	0.3532	0.7490	0.3532	0.5943
0.0978	2.6424	1596	0.3460	0.7027	0.3460	0.5882
0.0978	2.6457	1598	0.3502	0.7449	0.3502	0.5918
0.0978	2.6490	1600	0.3645	0.6957	0.3645	0.6037
0.0978	2.6523	1602	0.4260	0.7222	0.4260	0.6527
0.0978	2.6556	1604	0.5162	0.6500	0.5162	0.7184
0.0978	2.6589	1606	0.5662	0.6500	0.5662	0.7525
0.0978	2.6623	1608	0.5712	0.6500	0.5712	0.7558
0.0978	2.6656	1610	0.5276	0.6500	0.5276	0.7264
0.0978	2.6689	1612	0.4734	0.5776	0.4734	0.6880
0.0978	2.6722	1614	0.4067	0.6957	0.4067	0.6377
0.0978	2.6755	1616	0.3812	0.776	0.3812	0.6174
0.0978	2.6788	1618	0.3945	0.6744	0.3945	0.6281
0.0978	2.6821	1620	0.4540	0.6540	0.4540	0.6738
0.0978	2.6854	1622	0.5168	0.6255	0.5168	0.7189
0.0978	2.6887	1624	0.5863	0.6255	0.5863	0.7657
0.0978	2.6921	1626	0.6252	0.6255	0.6252	0.7907
0.0978	2.6954	1628	0.5960	0.6255	0.5960	0.7720
0.0978	2.6987	1630	0.5558	0.6255	0.5558	0.7455
0.0978	2.7020	1632	0.5229	0.5776	0.5229	0.7231
0.0978	2.7053	1634	0.5043	0.5776	0.5043	0.7102
0.0978	2.7086	1636	0.5058	0.6255	0.5058	0.7112
0.0978	2.7119	1638	0.5253	0.6866	0.5253	0.7248
0.0978	2.7152	1640	0.5474	0.6866	0.5474	0.7399
0.0978	2.7185	1642	0.5542	0.6866	0.5542	0.7444
0.0978	2.7219	1644	0.6057	0.6866	0.6057	0.7782
0.0978	2.7252	1646	0.6762	0.5070	0.6762	0.8223
0.0978	2.7285	1648	0.6811	0.5070	0.6811	0.8253
0.0978	2.7318	1650	0.6117	0.6375	0.6117	0.7821
0.0978	2.7351	1652	0.5553	0.5917	0.5553	0.7452
0.0978	2.7384	1654	0.5363	0.6026	0.5363	0.7323
0.0978	2.7417	1656	0.5224	0.6026	0.5224	0.7228
0.0978	2.7450	1658	0.5022	0.6147	0.5022	0.7087
0.0978	2.7483	1660	0.5114	0.6026	0.5114	0.7151
0.0978	2.7517	1662	0.5563	0.6026	0.5563	0.7459
0.0978	2.7550	1664	0.6321	0.5917	0.6321	0.7950
0.0978	2.7583	1666	0.6896	0.5725	0.6896	0.8304
0.0978	2.7616	1668	0.7181	0.5725	0.7181	0.8474
0.0978	2.7649	1670	0.6953	0.5725	0.6953	0.8338
0.0978	2.7682	1672	0.6722	0.5725	0.6722	0.8199
0.0978	2.7715	1674	0.5829	0.5776	0.5829	0.7635
0.0978	2.7748	1676	0.4765	0.7287	0.4765	0.6903
0.0978	2.7781	1678	0.4463	0.7709	0.4463	0.6681
0.0978	2.7815	1680	0.4570	0.7709	0.4570	0.6760
0.0978	2.7848	1682	0.4970	0.6345	0.4970	0.7050
0.0978	2.7881	1684	0.5809	0.6585	0.5809	0.7622
0.0978	2.7914	1686	0.6096	0.6585	0.6096	0.7808
0.0978	2.7947	1688	0.5786	0.6585	0.5786	0.7607
0.0978	2.7980	1690	0.5298	0.6585	0.5298	0.7279
0.0978	2.8013	1692	0.5438	0.6585	0.5438	0.7374
0.0978	2.8046	1694	0.5442	0.6585	0.5442	0.7377
0.0978	2.8079	1696	0.5523	0.6585	0.5523	0.7432
0.0978	2.8113	1698	0.5880	0.6459	0.5880	0.7668
0.0978	2.8146	1700	0.5895	0.6459	0.5895	0.7678
0.0978	2.8179	1702	0.5445	0.6231	0.5445	0.7379
0.0978	2.8212	1704	0.5346	0.6231	0.5346	0.7312
0.0978	2.8245	1706	0.5716	0.6231	0.5716	0.7561
0.0978	2.8278	1708	0.5918	0.6459	0.5918	0.7693
0.0978	2.8311	1710	0.5462	0.5776	0.5462	0.7391
0.0978	2.8344	1712	0.4822	0.6345	0.4822	0.6944
0.0978	2.8377	1714	0.4468	0.7222	0.4468	0.6684
0.0978	2.8411	1716	0.4449	0.7222	0.4449	0.6670
0.0978	2.8444	1718	0.4381	0.7222	0.4381	0.6619
0.0978	2.8477	1720	0.4411	0.7222	0.4411	0.6642
0.0978	2.8510	1722	0.4712	0.6345	0.4712	0.6864
0.0978	2.8543	1724	0.5407	0.6231	0.5407	0.7353
0.0978	2.8576	1726	0.5685	0.6642	0.5685	0.7540
0.0978	2.8609	1728	0.6160	0.5939	0.6160	0.7849
0.0978	2.8642	1730	0.6593	0.5857	0.6593	0.8120
0.0978	2.8675	1732	0.6607	0.5857	0.6607	0.8128
0.0978	2.8709	1734	0.6877	0.5857	0.6877	0.8293
0.0978	2.8742	1736	0.6717	0.5857	0.6717	0.8196
0.0978	2.8775	1738	0.6523	0.5857	0.6523	0.8077
0.0978	2.8808	1740	0.6024	0.5935	0.6024	0.7761
0.0978	2.8841	1742	0.5398	0.6423	0.5398	0.7347
0.0978	2.8874	1744	0.5355	0.6769	0.5355	0.7318
0.0978	2.8907	1746	0.5560	0.6769	0.5560	0.7457
0.0978	2.8940	1748	0.5836	0.6585	0.5836	0.7639
0.0978	2.8974	1750	0.5878	0.6026	0.5878	0.7667
0.0978	2.9007	1752	0.5374	0.6026	0.5374	0.7331
0.0978	2.9040	1754	0.4690	0.6471	0.4690	0.6848
0.0978	2.9073	1756	0.4311	0.5288	0.4311	0.6566
0.0978	2.9106	1758	0.4022	0.6729	0.4022	0.6342
0.0978	2.9139	1760	0.3910	0.7490	0.3910	0.6253
0.0978	2.9172	1762	0.3873	0.7490	0.3873	0.6223
0.0978	2.9205	1764	0.3783	0.7490	0.3783	0.6150
0.0978	2.9238	1766	0.3780	0.7273	0.3780	0.6148
0.0978	2.9272	1768	0.3958	0.7586	0.3958	0.6291
0.0978	2.9305	1770	0.4416	0.6769	0.4416	0.6645
0.0978	2.9338	1772	0.4970	0.6769	0.4970	0.7050
0.0978	2.9371	1774	0.4981	0.6769	0.4981	0.7057
0.0978	2.9404	1776	0.4528	0.7	0.4528	0.6729
0.0978	2.9437	1778	0.4321	0.8042	0.4321	0.6573
0.0978	2.9470	1780	0.4365	0.8042	0.4365	0.6607
0.0978	2.9503	1782	0.4500	0.8042	0.4500	0.6708
0.0978	2.9536	1784	0.5018	0.7	0.5018	0.7084
0.0978	2.9570	1786	0.5280	0.6873	0.5280	0.7266
0.0978	2.9603	1788	0.5062	0.6873	0.5062	0.7115
0.0978	2.9636	1790	0.4930	0.7	0.4930	0.7022
0.0978	2.9669	1792	0.4599	0.7	0.4599	0.6782
0.0978	2.9702	1794	0.4251	0.7	0.4251	0.6520
0.0978	2.9735	1796	0.4163	0.7138	0.4163	0.6452
0.0978	2.9768	1798	0.4384	0.6769	0.4384	0.6621
0.0978	2.9801	1800	0.4879	0.6769	0.4879	0.6985
0.0978	2.9834	1802	0.5350	0.7004	0.5350	0.7314
0.0978	2.9868	1804	0.5338	0.7004	0.5338	0.7306
0.0978	2.9901	1806	0.5079	0.7004	0.5079	0.7127
0.0978	2.9934	1808	0.4602	0.6769	0.4602	0.6784
0.0978	2.9967	1810	0.4683	0.6255	0.4683	0.6843
0.0978	3.0	1812	0.4785	0.6255	0.4785	0.6917
0.0978	3.0033	1814	0.5089	0.6500	0.5089	0.7133
0.0978	3.0066	1816	0.5333	0.6500	0.5333	0.7303
0.0978	3.0099	1818	0.5338	0.6500	0.5338	0.7306
0.0978	3.0132	1820	0.5182	0.6500	0.5182	0.7198
0.0978	3.0166	1822	0.5003	0.6255	0.5003	0.7073
0.0978	3.0199	1824	0.4423	0.6345	0.4423	0.6651
0.0978	3.0232	1826	0.3904	0.7879	0.3904	0.6248
0.0978	3.0265	1828	0.3827	0.7034	0.3827	0.6186
0.0978	3.0298	1830	0.4089	0.6345	0.4089	0.6395
0.0978	3.0331	1832	0.4497	0.5776	0.4497	0.6706
0.0978	3.0364	1834	0.5325	0.6500	0.5325	0.7297
0.0978	3.0397	1836	0.5840	0.6375	0.5840	0.7642
0.0978	3.0430	1838	0.5741	0.6375	0.5741	0.7577
0.0978	3.0464	1840	0.5180	0.6500	0.5180	0.7197
0.0978	3.0497	1842	0.4449	0.7220	0.4449	0.6670
0.0978	3.0530	1844	0.4116	0.7658	0.4116	0.6416
0.0978	3.0563	1846	0.4187	0.7658	0.4187	0.6471
0.0978	3.0596	1848	0.4422	0.6345	0.4422	0.6650
0.0978	3.0629	1850	0.4907	0.7004	0.4907	0.7005
0.0978	3.0662	1852	0.5320	0.7004	0.5320	0.7294
0.0978	3.0695	1854	0.5510	0.7004	0.5510	0.7423
0.0978	3.0728	1856	0.5655	0.7004	0.5655	0.7520
0.0978	3.0762	1858	0.5245	0.6769	0.5245	0.7242
0.0978	3.0795	1860	0.4687	0.6769	0.4687	0.6846
0.0978	3.0828	1862	0.4426	0.6980	0.4426	0.6653
0.0978	3.0861	1864	0.4354	0.6557	0.4354	0.6599
0.0978	3.0894	1866	0.4245	0.6557	0.4245	0.6516
0.0978	3.0927	1868	0.4060	0.6883	0.4060	0.6372
0.0978	3.0960	1870	0.4066	0.6883	0.4066	0.6377
0.0978	3.0993	1872	0.4240	0.7658	0.4240	0.6511
0.0978	3.1026	1874	0.4335	0.7658	0.4335	0.6584
0.0978	3.1060	1876	0.4489	0.7658	0.4489	0.6700
0.0978	3.1093	1878	0.4552	0.7658	0.4552	0.6747
0.0978	3.1126	1880	0.4217	0.8042	0.4217	0.6494
0.0978	3.1159	1882	0.4090	0.8304	0.4090	0.6395
0.0978	3.1192	1884	0.4159	0.8304	0.4159	0.6449
0.0978	3.1225	1886	0.4153	0.8042	0.4153	0.6444
0.0978	3.1258	1888	0.4378	0.7279	0.4378	0.6617
0.0978	3.1291	1890	0.5055	0.6842	0.5055	0.7110
0.0978	3.1325	1892	0.5565	0.6540	0.5565	0.7460
0.0978	3.1358	1894	0.6109	0.6028	0.6109	0.7816
0.0978	3.1391	1896	0.6256	0.6028	0.6256	0.7910
0.0978	3.1424	1898	0.5517	0.6540	0.5517	0.7428
0.0978	3.1457	1900	0.4814	0.6540	0.4814	0.6939
0.0978	3.1490	1902	0.4410	0.7658	0.4410	0.6641
0.0978	3.1523	1904	0.4169	0.6883	0.4169	0.6457
0.0978	3.1556	1906	0.4030	0.6441	0.4030	0.6349
0.0978	3.1589	1908	0.3972	0.6441	0.3972	0.6303
0.0978	3.1623	1910	0.3966	0.6441	0.3966	0.6298
0.0978	3.1656	1912	0.3975	0.6889	0.3975	0.6305
0.0978	3.1689	1914	0.4005	0.6889	0.4005	0.6328
0.0978	3.1722	1916	0.4216	0.7921	0.4216	0.6493
0.0978	3.1755	1918	0.4545	0.7921	0.4545	0.6741
0.0978	3.1788	1920	0.4950	0.7921	0.4950	0.7036
0.0978	3.1821	1922	0.5467	0.5912	0.5467	0.7394
0.0978	3.1854	1924	0.5714	0.6343	0.5714	0.7559
0.0978	3.1887	1926	0.5401	0.6343	0.5401	0.7349
0.0978	3.1921	1928	0.4933	0.7004	0.4933	0.7023
0.0978	3.1954	1930	0.4591	0.7004	0.4591	0.6776
0.0978	3.1987	1932	0.4453	0.6769	0.4453	0.6673
0.0978	3.2020	1934	0.4456	0.6769	0.4456	0.6675
0.0978	3.2053	1936	0.4476	0.6769	0.4476	0.6691
0.0978	3.2086	1938	0.4680	0.6769	0.4680	0.6841
0.0978	3.2119	1940	0.5174	0.7004	0.5174	0.7193
0.0978	3.2152	1942	0.5740	0.6343	0.5740	0.7576
0.0978	3.2185	1944	0.6096	0.6343	0.6096	0.7807
0.0978	3.2219	1946	0.5979	0.6343	0.5979	0.7733
0.0978	3.2252	1948	0.5619	0.6125	0.5619	0.7496
0.0978	3.2285	1950	0.5276	0.6540	0.5276	0.7264
0.0978	3.2318	1952	0.5159	0.6842	0.5159	0.7183
0.0978	3.2351	1954	0.5225	0.6540	0.5225	0.7228
0.0978	3.2384	1956	0.5449	0.6769	0.5449	0.7382
0.0978	3.2417	1958	0.5541	0.6769	0.5541	0.7443
0.0978	3.2450	1960	0.5344	0.6769	0.5344	0.7311
0.0978	3.2483	1962	0.5222	0.6769	0.5222	0.7226
0.0978	3.2517	1964	0.5107	0.6769	0.5107	0.7146
0.0978	3.2550	1966	0.5075	0.6540	0.5075	0.7124
0.0978	3.2583	1968	0.5037	0.6540	0.5037	0.7097
0.0978	3.2616	1970	0.5322	0.6769	0.5322	0.7295
0.0978	3.2649	1972	0.5474	0.6769	0.5474	0.7399
0.0978	3.2682	1974	0.5424	0.6540	0.5424	0.7365
0.0978	3.2715	1976	0.4855	0.6842	0.4855	0.6968
0.0978	3.2748	1978	0.4642	0.6842	0.4642	0.6813
0.0978	3.2781	1980	0.4733	0.6842	0.4733	0.6879
0.0978	3.2815	1982	0.5244	0.6769	0.5244	0.7242
0.0978	3.2848	1984	0.5761	0.6125	0.5761	0.7590
0.0978	3.2881	1986	0.6125	0.6125	0.6125	0.7826
0.0978	3.2914	1988	0.6178	0.6343	0.6178	0.7860
0.0978	3.2947	1990	0.5828	0.7004	0.5828	0.7634
0.0978	3.2980	1992	0.5284	0.7004	0.5284	0.7269
0.0978	3.3013	1994	0.4960	0.6769	0.4960	0.7043
0.0978	3.3046	1996	0.4581	0.6769	0.4581	0.6769
0.0978	3.3079	1998	0.4300	0.5984	0.4300	0.6558
0.0811	3.3113	2000	0.4230	0.6883	0.4230	0.6504
0.0811	3.3146	2002	0.4239	0.6883	0.4239	0.6511
0.0811	3.3179	2004	0.4365	0.6431	0.4365	0.6607
0.0811	3.3212	2006	0.4682	0.6769	0.4682	0.6843
0.0811	3.3245	2008	0.5096	0.7004	0.5096	0.7139
0.0811	3.3278	2010	0.5313	0.7004	0.5313	0.7289
0.0811	3.3311	2012	0.5166	0.7004	0.5166	0.7187
0.0811	3.3344	2014	0.5040	0.7004	0.5040	0.7099
0.0811	3.3377	2016	0.4710	0.7004	0.4710	0.6863
0.0811	3.3411	2018	0.4298	0.6805	0.4298	0.6556
0.0811	3.3444	2020	0.4128	0.6805	0.4128	0.6425
0.0811	3.3477	2022	0.4106	0.6883	0.4106	0.6408
0.0811	3.3510	2024	0.4085	0.7287	0.4085	0.6391
0.0811	3.3543	2026	0.4085	0.7658	0.4085	0.6391
0.0811	3.3576	2028	0.4171	0.8042	0.4171	0.6458
0.0811	3.3609	2030	0.4549	0.8042	0.4549	0.6745
0.0811	3.3642	2032	0.5215	0.6557	0.5215	0.7221
0.0811	3.3675	2034	0.6094	0.6488	0.6094	0.7806
0.0811	3.3709	2036	0.7076	0.5581	0.7076	0.8412
0.0811	3.3742	2038	0.6796	0.6138	0.6796	0.8244
0.0811	3.3775	2040	0.5822	0.6237	0.5822	0.7630
0.0811	3.3808	2042	0.4715	0.7220	0.4715	0.6866
0.0811	3.3841	2044	0.4142	0.8042	0.4142	0.6436
0.0811	3.3874	2046	0.3903	0.6957	0.3903	0.6247
0.0811	3.3907	2048	0.3869	0.6578	0.3869	0.6220
0.0811	3.3940	2050	0.3959	0.6729	0.3959	0.6292
0.0811	3.3974	2052	0.4035	0.6729	0.4035	0.6352
0.0811	3.4007	2054	0.3992	0.6729	0.3992	0.6318
0.0811	3.4040	2056	0.3984	0.6729	0.3984	0.6312
0.0811	3.4073	2058	0.4193	0.5845	0.4193	0.6476
0.0811	3.4106	2060	0.4368	0.5882	0.4368	0.6609
0.0811	3.4139	2062	0.4437	0.5249	0.4437	0.6661
0.0811	3.4172	2064	0.4842	0.6026	0.4842	0.6958
0.0811	3.4205	2066	0.4983	0.6500	0.4983	0.7059
0.0811	3.4238	2068	0.4579	0.5505	0.4579	0.6767
0.0811	3.4272	2070	0.4133	0.5739	0.4133	0.6429
0.0811	3.4305	2072	0.3777	0.72	0.3777	0.6146
0.0811	3.4338	2074	0.3687	0.7273	0.3687	0.6072
0.0811	3.4371	2076	0.3682	0.7273	0.3682	0.6068
0.0811	3.4404	2078	0.3724	0.6957	0.3724	0.6102
0.0811	3.4437	2080	0.4017	0.8269	0.4017	0.6338
0.0811	3.4470	2082	0.4462	0.75	0.4462	0.6680
0.0811	3.4503	2084	0.4782	0.75	0.4782	0.6915
0.0811	3.4536	2086	0.4796	0.75	0.4796	0.6925
0.0811	3.4570	2088	0.4798	0.75	0.4798	0.6927
0.0811	3.4603	2090	0.4730	0.7726	0.4730	0.6878
0.0811	3.4636	2092	0.4469	0.7726	0.4469	0.6685
0.0811	3.4669	2094	0.4248	0.6667	0.4248	0.6518
0.0811	3.4702	2096	0.4175	0.7131	0.4175	0.6461
0.0811	3.4735	2098	0.4065	0.7296	0.4065	0.6376
0.0811	3.4768	2100	0.4159	0.5728	0.4159	0.6449
0.0811	3.4801	2102	0.4293	0.5604	0.4293	0.6552
0.0811	3.4834	2104	0.4573	0.6026	0.4573	0.6763
0.0811	3.4868	2106	0.5047	0.6500	0.5047	0.7104
0.0811	3.4901	2108	0.5273	0.6500	0.5273	0.7262
0.0811	3.4934	2110	0.5377	0.6500	0.5377	0.7333
0.0811	3.4967	2112	0.5008	0.6500	0.5008	0.7077
0.0811	3.5	2114	0.4561	0.6500	0.4561	0.6754
0.0811	3.5033	2116	0.4360	0.6585	0.4360	0.6603
0.0811	3.5066	2118	0.4372	0.7308	0.4372	0.6612
0.0811	3.5099	2120	0.4478	0.7004	0.4478	0.6692
0.0811	3.5132	2122	0.4657	0.6500	0.4657	0.6824
0.0811	3.5166	2124	0.4508	0.6585	0.4508	0.6714
0.0811	3.5199	2126	0.4473	0.6345	0.4473	0.6688
0.0811	3.5232	2128	0.4570	0.6026	0.4570	0.6760
0.0811	3.5265	2130	0.4573	0.6026	0.4573	0.6762
0.0811	3.5298	2132	0.4453	0.6345	0.4453	0.6673
0.0811	3.5331	2134	0.4300	0.6842	0.4300	0.6557
0.0811	3.5364	2136	0.4090	0.7658	0.4090	0.6396
0.0811	3.5397	2138	0.3810	0.7879	0.3810	0.6173
0.0811	3.5430	2140	0.3721	0.7879	0.3721	0.6100
0.0811	3.5464	2142	0.3665	0.7879	0.3665	0.6054
0.0811	3.5497	2144	0.3766	0.7709	0.3766	0.6137
0.0811	3.5530	2146	0.3823	0.8042	0.3823	0.6183
0.0811	3.5563	2148	0.3908	0.8	0.3908	0.6251
0.0811	3.5596	2150	0.3986	0.8231	0.3986	0.6314
0.0811	3.5629	2152	0.3861	0.8231	0.3861	0.6213
0.0811	3.5662	2154	0.3691	0.8	0.3691	0.6075
0.0811	3.5695	2156	0.3505	0.8042	0.3505	0.5920
0.0811	3.5728	2158	0.3479	0.7287	0.3479	0.5898
0.0811	3.5762	2160	0.3493	0.7287	0.3493	0.5911
0.0811	3.5795	2162	0.3539	0.7709	0.3539	0.5949
0.0811	3.5828	2164	0.3703	0.8042	0.3703	0.6085
0.0811	3.5861	2166	0.4033	0.7774	0.4033	0.6351
0.0811	3.5894	2168	0.4326	0.7774	0.4326	0.6578
0.0811	3.5927	2170	0.4528	0.8	0.4528	0.6729
0.0811	3.5960	2172	0.4709	0.8231	0.4709	0.6863
0.0811	3.5993	2174	0.4648	0.8	0.4648	0.6818
0.0811	3.6026	2176	0.4186	0.8042	0.4186	0.6470
0.0811	3.6060	2178	0.4106	0.8269	0.4106	0.6408
0.0811	3.6093	2180	0.4092	0.7605	0.4092	0.6397
0.0811	3.6126	2182	0.4087	0.7846	0.4087	0.6393
0.0811	3.6159	2184	0.3952	0.7846	0.3952	0.6286
0.0811	3.6192	2186	0.3770	0.6805	0.3770	0.6140
0.0811	3.6225	2188	0.3822	0.6608	0.3822	0.6182
0.0811	3.6258	2190	0.3852	0.7470	0.3852	0.6206
0.0811	3.6291	2192	0.3833	0.7529	0.3833	0.6191
0.0811	3.6325	2194	0.3764	0.7287	0.3764	0.6135
0.0811	3.6358	2196	0.3754	0.7287	0.3754	0.6127
0.0811	3.6391	2198	0.3629	0.7709	0.3629	0.6024
0.0811	3.6424	2200	0.3655	0.7709	0.3655	0.6046
0.0811	3.6457	2202	0.3843	0.8042	0.3843	0.6199
0.0811	3.6490	2204	0.4082	0.8269	0.4082	0.6389
0.0811	3.6523	2206	0.4260	0.8269	0.4260	0.6527
0.0811	3.6556	2208	0.4353	0.8	0.4353	0.6598
0.0811	3.6589	2210	0.4204	0.8	0.4204	0.6484
0.0811	3.6623	2212	0.4379	0.8	0.4379	0.6617
0.0811	3.6656	2214	0.4342	0.8	0.4342	0.6589
0.0811	3.6689	2216	0.4426	0.7605	0.4426	0.6652
0.0811	3.6722	2218	0.4285	0.7605	0.4285	0.6546
0.0811	3.6755	2220	0.4332	0.7605	0.4332	0.6582
0.0811	3.6788	2222	0.4608	0.6769	0.4608	0.6788
0.0811	3.6821	2224	0.4858	0.7004	0.4858	0.6970
0.0811	3.6854	2226	0.4818	0.7004	0.4818	0.6941
0.0811	3.6887	2228	0.4676	0.7605	0.4676	0.6838
0.0811	3.6921	2230	0.4247	0.7605	0.4247	0.6517
0.0811	3.6954	2232	0.3994	0.7222	0.3994	0.6320
0.0811	3.6987	2234	0.3902	0.7658	0.3902	0.6247
0.0811	3.7020	2236	0.4096	0.7605	0.4096	0.6400
0.0811	3.7053	2238	0.4413	0.7605	0.4413	0.6643
0.0811	3.7086	2240	0.4766	0.7605	0.4766	0.6904
0.0811	3.7119	2242	0.4718	0.8	0.4718	0.6869
0.0811	3.7152	2244	0.4390	0.8	0.4390	0.6625
0.0811	3.7185	2246	0.3980	0.8042	0.3980	0.6308
0.0811	3.7219	2248	0.3884	0.8042	0.3884	0.6233
0.0811	3.7252	2250	0.3829	0.7774	0.3829	0.6188
0.0811	3.7285	2252	0.3935	0.7774	0.3935	0.6273
0.0811	3.7318	2254	0.4198	0.8	0.4198	0.6479
0.0811	3.7351	2256	0.4070	0.8	0.4070	0.6380
0.0811	3.7384	2258	0.3866	0.7774	0.3866	0.6218
0.0811	3.7417	2260	0.3764	0.6557	0.3764	0.6135
0.0811	3.7450	2262	0.3736	0.6557	0.3736	0.6112
0.0811	3.7483	2264	0.3666	0.7050	0.3666	0.6055
0.0811	3.7517	2266	0.3626	0.7348	0.3626	0.6022
0.0811	3.7550	2268	0.3726	0.7348	0.3726	0.6104
0.0811	3.7583	2270	0.3799	0.7260	0.3799	0.6164
0.0811	3.7616	2272	0.3848	0.7260	0.3848	0.6203
0.0811	3.7649	2274	0.3886	0.7260	0.3886	0.6234
0.0811	3.7682	2276	0.3922	0.7603	0.3922	0.6262
0.0811	3.7715	2278	0.3915	0.7709	0.3915	0.6257
0.0811	3.7748	2280	0.3824	0.7709	0.3824	0.6184
0.0811	3.7781	2282	0.3819	0.7709	0.3819	0.6180
0.0811	3.7815	2284	0.4117	0.6980	0.4117	0.6416
0.0811	3.7848	2286	0.4679	0.7605	0.4679	0.6840
0.0811	3.7881	2288	0.4869	0.7605	0.4869	0.6978
0.0811	3.7914	2290	0.4721	0.7368	0.4721	0.6871
0.0811	3.7947	2292	0.4263	0.7426	0.4263	0.6529
0.0811	3.7980	2294	0.3946	0.7709	0.3946	0.6282
0.0811	3.8013	2296	0.3939	0.7709	0.3939	0.6276
0.0811	3.8046	2298	0.4034	0.7426	0.4034	0.6351
0.0811	3.8079	2300	0.4064	0.7426	0.4064	0.6375
0.0811	3.8113	2302	0.4039	0.7426	0.4039	0.6355
0.0811	3.8146	2304	0.4203	0.7426	0.4203	0.6483
0.0811	3.8179	2306	0.4392	0.6980	0.4392	0.6627
0.0811	3.8212	2308	0.4354	0.6980	0.4354	0.6598
0.0811	3.8245	2310	0.4272	0.6980	0.4272	0.6536
0.0811	3.8278	2312	0.4141	0.7426	0.4141	0.6435
0.0811	3.8311	2314	0.4023	0.7050	0.4023	0.6343
0.0811	3.8344	2316	0.3875	0.72	0.3875	0.6225
0.0811	3.8377	2318	0.3778	0.72	0.3778	0.6147
0.0811	3.8411	2320	0.3804	0.72	0.3804	0.6167
0.0811	3.8444	2322	0.3892	0.7050	0.3892	0.6239
0.0811	3.8477	2324	0.3985	0.7050	0.3985	0.6312
0.0811	3.8510	2326	0.4119	0.7426	0.4119	0.6418
0.0811	3.8543	2328	0.4091	0.7426	0.4091	0.6396
0.0811	3.8576	2330	0.4030	0.7426	0.4030	0.6349
0.0811	3.8609	2332	0.4097	0.7426	0.4097	0.6401
0.0811	3.8642	2334	0.4154	0.7426	0.4154	0.6445
0.0811	3.8675	2336	0.4327	0.7222	0.4327	0.6578
0.0811	3.8709	2338	0.4377	0.7222	0.4377	0.6616
0.0811	3.8742	2340	0.4358	0.7222	0.4358	0.6601
0.0811	3.8775	2342	0.4555	0.7222	0.4555	0.6749
0.0811	3.8808	2344	0.4886	0.7445	0.4886	0.6990
0.0811	3.8841	2346	0.4961	0.7445	0.4961	0.7043
0.0811	3.8874	2348	0.4828	0.8	0.4828	0.6948
0.0811	3.8907	2350	0.4577	0.7658	0.4577	0.6766
0.0811	3.8940	2352	0.4115	0.7426	0.4115	0.6415
0.0811	3.8974	2354	0.3982	0.7426	0.3982	0.6310
0.0811	3.9007	2356	0.3919	0.7426	0.3919	0.6260
0.0811	3.9040	2358	0.3979	0.7426	0.3979	0.6308
0.0811	3.9073	2360	0.4052	0.7426	0.4052	0.6366
0.0811	3.9106	2362	0.3821	0.7709	0.3821	0.6182
0.0811	3.9139	2364	0.3673	0.7407	0.3673	0.6060
0.0811	3.9172	2366	0.3687	0.7407	0.3687	0.6072
0.0811	3.9205	2368	0.3724	0.7407	0.3724	0.6103
0.0811	3.9238	2370	0.3752	0.7407	0.3752	0.6125
0.0811	3.9272	2372	0.3773	0.7407	0.3773	0.6143
0.0811	3.9305	2374	0.3844	0.7758	0.3844	0.6200
0.0811	3.9338	2376	0.3994	0.7603	0.3994	0.6320
0.0811	3.9371	2378	0.4078	0.7603	0.4078	0.6386
0.0811	3.9404	2380	0.4046	0.7603	0.4046	0.6361
0.0811	3.9437	2382	0.4054	0.7603	0.4054	0.6367
0.0811	3.9470	2384	0.3978	0.7603	0.3978	0.6307
0.0811	3.9503	2386	0.3894	0.7805	0.3894	0.6240
0.0811	3.9536	2388	0.3919	0.7805	0.3919	0.6260
0.0811	3.9570	2390	0.4014	0.7864	0.4014	0.6336
0.0811	3.9603	2392	0.4309	0.7603	0.4309	0.6564
0.0811	3.9636	2394	0.4677	0.7336	0.4677	0.6839
0.0811	3.9669	2396	0.5105	0.7835	0.5105	0.7145
0.0811	3.9702	2398	0.5308	0.7219	0.5308	0.7285
0.0811	3.9735	2400	0.4969	0.7835	0.4969	0.7049
0.0811	3.9768	2402	0.4819	0.8	0.4819	0.6942
0.0811	3.9801	2404	0.4482	0.7658	0.4482	0.6695
0.0811	3.9834	2406	0.4218	0.7552	0.4218	0.6494
0.0811	3.9868	2408	0.4067	0.7552	0.4067	0.6377
0.0811	3.9901	2410	0.3937	0.7348	0.3937	0.6274
0.0811	3.9934	2412	0.3955	0.7348	0.3955	0.6289
0.0811	3.9967	2414	0.4059	0.7552	0.4059	0.6371
0.0811	4.0	2416	0.4078	0.7552	0.4078	0.6386
0.0811	4.0033	2418	0.4116	0.7552	0.4116	0.6416
0.0811	4.0066	2420	0.4274	0.7658	0.4274	0.6538
0.0811	4.0099	2422	0.4408	0.7895	0.4408	0.6639
0.0811	4.0132	2424	0.4764	0.7895	0.4764	0.6902
0.0811	4.0166	2426	0.5071	0.7470	0.5071	0.7121
0.0811	4.0199	2428	0.4973	0.7470	0.4973	0.7052
0.0811	4.0232	2430	0.4586	0.7895	0.4586	0.6772
0.0811	4.0265	2432	0.4200	0.7895	0.4200	0.6481
0.0811	4.0298	2434	0.4089	0.7658	0.4089	0.6395
0.0811	4.0331	2436	0.4151	0.7658	0.4151	0.6443
0.0811	4.0364	2438	0.4466	0.7895	0.4466	0.6683
0.0811	4.0397	2440	0.4650	0.7895	0.4650	0.6819
0.0811	4.0430	2442	0.4643	0.7895	0.4643	0.6814
0.0811	4.0464	2444	0.4349	0.7658	0.4349	0.6594
0.0811	4.0497	2446	0.4015	0.7552	0.4015	0.6336
0.0811	4.0530	2448	0.3821	0.7407	0.3821	0.6182
0.0811	4.0563	2450	0.3754	0.7407	0.3754	0.6127
0.0811	4.0596	2452	0.3835	0.7260	0.3835	0.6192
0.0811	4.0629	2454	0.3997	0.7709	0.3997	0.6322
0.0811	4.0662	2456	0.4328	0.7658	0.4328	0.6579
0.0811	4.0695	2458	0.4842	0.7835	0.4842	0.6959
0.0811	4.0728	2460	0.5084	0.8056	0.5084	0.7130
0.0811	4.0762	2462	0.5040	0.8056	0.5040	0.7099
0.0811	4.0795	2464	0.4638	0.8056	0.4638	0.6810
0.0811	4.0828	2466	0.4434	0.8231	0.4434	0.6659
0.0811	4.0861	2468	0.4313	0.7658	0.4313	0.6568
0.0811	4.0894	2470	0.4298	0.7895	0.4298	0.6556

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 28, 2024
Updated: Nov 28, 2024