ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k70_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k70_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k70_task1_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 4, 2024
Updated: Dec 4, 2024
SHA: 77aa0a7b

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k70_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: 0.7801
Qwk: 0.6209
Mse: 0.7801
Rmse: 0.8833

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	0.0061	2	4.6979	-0.0238	4.6979	2.1675
No log	0.0122	4	2.7177	0.0588	2.7177	1.6486
No log	0.0183	6	1.7175	0.0669	1.7175	1.3105
No log	0.0244	8	1.1744	0.1307	1.1744	1.0837
No log	0.0305	10	1.1033	0.25	1.1033	1.0504
No log	0.0366	12	1.1435	0.25	1.1435	1.0693
No log	0.0427	14	1.3166	0.0239	1.3166	1.1474
No log	0.0488	16	1.4312	0.0450	1.4312	1.1963
No log	0.0549	18	1.6139	0.0502	1.6139	1.2704
No log	0.0610	20	1.7877	0.0368	1.7877	1.3371
No log	0.0671	22	1.7809	0.0368	1.7809	1.3345
No log	0.0732	24	1.4945	0.0	1.4945	1.2225
No log	0.0793	26	1.2229	0.3077	1.2229	1.1058
No log	0.0854	28	1.0647	0.2414	1.0647	1.0319
No log	0.0915	30	1.0471	0.3036	1.0471	1.0233
No log	0.0976	32	1.0810	0.1619	1.0810	1.0397
No log	0.1037	34	1.0783	0.262	1.0783	1.0384
No log	0.1098	36	1.3092	0.1847	1.3092	1.1442
No log	0.1159	38	1.8396	0.1277	1.8396	1.3563
No log	0.1220	40	1.6746	0.1277	1.6746	1.2940
No log	0.1280	42	1.2253	0.1847	1.2253	1.1069
No log	0.1341	44	1.0342	0.35	1.0342	1.0170
No log	0.1402	46	1.0014	0.35	1.0014	1.0007
No log	0.1463	48	0.9781	0.4109	0.9781	0.9890
No log	0.1524	50	0.9768	0.3641	0.9768	0.9883
No log	0.1585	52	1.0020	0.3641	1.0020	1.0010
No log	0.1646	54	1.0638	0.4262	1.0638	1.0314
No log	0.1707	56	1.1562	0.3333	1.1562	1.0753
No log	0.1768	58	1.1543	0.3333	1.1543	1.0744
No log	0.1829	60	1.1693	0.3616	1.1693	1.0814
No log	0.1890	62	1.1556	0.3311	1.1556	1.0750
No log	0.1951	64	1.2649	0.3250	1.2649	1.1247
No log	0.2012	66	1.3168	0.3676	1.3168	1.1475
No log	0.2073	68	1.2450	0.4091	1.2450	1.1158
No log	0.2134	70	1.0614	0.3152	1.0614	1.0303
No log	0.2195	72	0.8942	0.4152	0.8942	0.9456
No log	0.2256	74	1.0540	0.2527	1.0540	1.0266
No log	0.2317	76	1.1683	0.2612	1.1683	1.0809
No log	0.2378	78	1.0469	0.2472	1.0469	1.0232
No log	0.2439	80	0.8639	0.4252	0.8639	0.9295
No log	0.25	82	1.0286	0.3945	1.0286	1.0142
No log	0.2561	84	1.1988	0.2707	1.1988	1.0949
No log	0.2622	86	1.0166	0.4416	1.0166	1.0082
No log	0.2683	88	0.8020	0.5018	0.8020	0.8956
No log	0.2744	90	0.7451	0.6143	0.7451	0.8632
No log	0.2805	92	0.7572	0.5909	0.7572	0.8702
No log	0.2866	94	0.6807	0.6451	0.6807	0.8250
No log	0.2927	96	0.6579	0.6007	0.6579	0.8111
No log	0.2988	98	0.6862	0.5661	0.6862	0.8283
No log	0.3049	100	0.7413	0.5545	0.7413	0.8610
No log	0.3110	102	0.6494	0.6093	0.6494	0.8058
No log	0.3171	104	0.5902	0.6107	0.5902	0.7682
No log	0.3232	106	0.5936	0.6297	0.5936	0.7705
No log	0.3293	108	0.6968	0.6307	0.6968	0.8347
No log	0.3354	110	0.9465	0.5310	0.9465	0.9729
No log	0.3415	112	0.9897	0.5216	0.9897	0.9948
No log	0.3476	114	0.8254	0.5235	0.8254	0.9085
No log	0.3537	116	0.7308	0.5545	0.7308	0.8548
No log	0.3598	118	0.7842	0.5381	0.7842	0.8855
No log	0.3659	120	1.0144	0.4286	1.0144	1.0072
No log	0.3720	122	1.0771	0.3864	1.0771	1.0378
No log	0.3780	124	0.9806	0.4286	0.9806	0.9902
No log	0.3841	126	0.8155	0.5381	0.8155	0.9030
No log	0.3902	128	0.8003	0.5102	0.8003	0.8946
No log	0.3963	130	0.8205	0.5102	0.8205	0.9058
No log	0.4024	132	1.0329	0.4410	1.0329	1.0163
No log	0.4085	134	1.3526	0.4154	1.3526	1.1630
No log	0.4146	136	1.3783	0.4281	1.3783	1.1740
No log	0.4207	138	1.3743	0.4402	1.3743	1.1723
No log	0.4268	140	1.4741	0.3379	1.4741	1.2141
No log	0.4329	142	1.4753	0.3217	1.4753	1.2146
No log	0.4390	144	1.3830	0.3066	1.3830	1.1760
No log	0.4451	146	1.3332	0.3099	1.3332	1.1547
No log	0.4512	148	1.1823	0.3457	1.1823	1.0873
No log	0.4573	150	1.1873	0.2582	1.1873	1.0896
No log	0.4634	152	1.1959	0.2670	1.1959	1.0936
No log	0.4695	154	1.1888	0.3208	1.1888	1.0903
No log	0.4756	156	1.3073	0.2670	1.3073	1.1434
No log	0.4817	158	1.4253	0.1562	1.4253	1.1939
No log	0.4878	160	1.3105	0.3537	1.3105	1.1448
No log	0.4939	162	1.3143	0.3731	1.3143	1.1464
No log	0.5	164	1.4869	0.3779	1.4869	1.2194
No log	0.5061	166	1.8600	0.3191	1.8600	1.3638
No log	0.5122	168	1.7248	0.3486	1.7248	1.3133
No log	0.5183	170	1.2370	0.4886	1.2370	1.1122
No log	0.5244	172	1.1007	0.5276	1.1007	1.0491
No log	0.5305	174	0.9435	0.5406	0.9435	0.9713
No log	0.5366	176	1.1247	0.5013	1.1247	1.0605
No log	0.5427	178	1.5405	0.3830	1.5405	1.2412
No log	0.5488	180	1.6814	0.3235	1.6814	1.2967
No log	0.5549	182	1.5120	0.3191	1.5120	1.2296
No log	0.5610	184	1.4437	0.3602	1.4437	1.2016
No log	0.5671	186	1.2629	0.4509	1.2629	1.1238
No log	0.5732	188	1.1891	0.4765	1.1891	1.0905
No log	0.5793	190	1.2474	0.4765	1.2474	1.1169
No log	0.5854	192	1.2966	0.4273	1.2966	1.1387
No log	0.5915	194	1.4574	0.3145	1.4574	1.2072
No log	0.5976	196	1.3595	0.4403	1.3595	1.1660
No log	0.6037	198	1.2324	0.4403	1.2324	1.1101
No log	0.6098	200	1.3008	0.4402	1.3008	1.1405
No log	0.6159	202	1.1827	0.4632	1.1827	1.0875
No log	0.6220	204	0.9450	0.5997	0.9450	0.9721
No log	0.6280	206	0.7557	0.6053	0.7557	0.8693
No log	0.6341	208	0.6902	0.4953	0.6902	0.8308
No log	0.6402	210	0.7336	0.5047	0.7336	0.8565
No log	0.6463	212	0.8052	0.4731	0.8052	0.8973
No log	0.6524	214	0.9571	0.4845	0.9571	0.9783
No log	0.6585	216	1.0104	0.4252	1.0104	1.0052
No log	0.6646	218	0.9835	0.3656	0.9835	0.9917
No log	0.6707	220	0.9143	0.4283	0.9143	0.9562
No log	0.6768	222	0.9967	0.4898	0.9967	0.9983
No log	0.6829	224	0.9911	0.5622	0.9911	0.9956
No log	0.6890	226	0.8220	0.55	0.8220	0.9066
No log	0.6951	228	0.7803	0.6271	0.7803	0.8834
No log	0.7012	230	0.8327	0.6168	0.8327	0.9125
No log	0.7073	232	0.8736	0.6033	0.8736	0.9347
No log	0.7134	234	0.9506	0.5135	0.9506	0.9750
No log	0.7195	236	0.7794	0.5817	0.7794	0.8829
No log	0.7256	238	0.6897	0.6958	0.6897	0.8305
No log	0.7317	240	0.6260	0.6191	0.6260	0.7912
No log	0.7378	242	0.6358	0.6045	0.6358	0.7974
No log	0.7439	244	0.6122	0.6609	0.6122	0.7824
No log	0.75	246	0.7646	0.6829	0.7646	0.8744
No log	0.7561	248	0.8528	0.5382	0.8528	0.9235
No log	0.7622	250	0.7490	0.6637	0.7490	0.8654
No log	0.7683	252	0.6626	0.6769	0.6626	0.8140
No log	0.7744	254	0.7014	0.6885	0.7014	0.8375
No log	0.7805	256	0.8513	0.5726	0.8513	0.9227
No log	0.7866	258	0.7568	0.6494	0.7568	0.8700
No log	0.7927	260	0.7544	0.5952	0.7544	0.8685
No log	0.7988	262	0.7343	0.6157	0.7343	0.8569
No log	0.8049	264	0.6727	0.6400	0.6727	0.8202
No log	0.8110	266	0.6568	0.6730	0.6568	0.8104
No log	0.8171	268	0.6778	0.6730	0.6778	0.8233
No log	0.8232	270	0.8306	0.6293	0.8306	0.9114
No log	0.8293	272	0.9916	0.5135	0.9916	0.9958
No log	0.8354	274	0.9985	0.5726	0.9985	0.9992
No log	0.8415	276	0.7694	0.6176	0.7694	0.8771
No log	0.8476	278	0.6382	0.6875	0.6382	0.7989
No log	0.8537	280	0.6155	0.6855	0.6155	0.7845
No log	0.8598	282	0.6457	0.7216	0.6457	0.8035
No log	0.8659	284	0.6881	0.6866	0.6881	0.8295
No log	0.8720	286	0.8612	0.6170	0.8612	0.9280
No log	0.8780	288	1.0783	0.5233	1.0783	1.0384
No log	0.8841	290	1.0395	0.5233	1.0395	1.0196
No log	0.8902	292	0.8543	0.5402	0.8543	0.9243
No log	0.8963	294	0.7090	0.5309	0.7090	0.8420
No log	0.9024	296	0.6304	0.5402	0.6304	0.7940
No log	0.9085	298	0.6267	0.5897	0.6267	0.7917
No log	0.9146	300	0.7030	0.6093	0.7030	0.8384
No log	0.9207	302	0.8606	0.5378	0.8606	0.9277
No log	0.9268	304	0.9626	0.5785	0.9626	0.9811
No log	0.9329	306	0.9269	0.5785	0.9269	0.9627
No log	0.9390	308	0.7706	0.5619	0.7706	0.8778
No log	0.9451	310	0.7526	0.5619	0.7526	0.8675
No log	0.9512	312	0.8812	0.5850	0.8812	0.9387
No log	0.9573	314	0.9274	0.6070	0.9274	0.9630
No log	0.9634	316	0.8304	0.5378	0.8304	0.9113
No log	0.9695	318	0.7366	0.5378	0.7366	0.8583
No log	0.9756	320	0.7763	0.5378	0.7763	0.8811
No log	0.9817	322	0.9866	0.6033	0.9866	0.9933
No log	0.9878	324	1.3582	0.4375	1.3582	1.1654
No log	0.9939	326	1.5808	0.4163	1.5808	1.2573
No log	1.0	328	1.4636	0.4281	1.4636	1.2098
No log	1.0061	330	1.1115	0.5726	1.1115	1.0543
No log	1.0122	332	1.0351	0.5289	1.0351	1.0174
No log	1.0183	334	0.9563	0.5673	0.9563	0.9779
No log	1.0244	336	0.9465	0.5991	0.9465	0.9729
No log	1.0305	338	1.0243	0.4903	1.0243	1.0121
No log	1.0366	340	1.0495	0.4903	1.0495	1.0244
No log	1.0427	342	1.0154	0.5563	1.0154	1.0077
No log	1.0488	344	0.9654	0.6168	0.9654	0.9826
No log	1.0549	346	1.0086	0.5887	1.0086	1.0043
No log	1.0610	348	0.9749	0.6168	0.9749	0.9874
No log	1.0671	350	1.0074	0.6168	1.0074	1.0037
No log	1.0732	352	1.0400	0.5785	1.0400	1.0198
No log	1.0793	354	1.1378	0.5401	1.1378	1.0667
No log	1.0854	356	1.1240	0.4631	1.1240	1.0602
No log	1.0915	358	1.1345	0.4487	1.1345	1.0651
No log	1.0976	360	0.9975	0.4252	0.9975	0.9987
No log	1.1037	362	0.8953	0.3618	0.8953	0.9462
No log	1.1098	364	0.8353	0.4459	0.8353	0.9140
No log	1.1159	366	0.8125	0.4130	0.8125	0.9014
No log	1.1220	368	0.8931	0.5619	0.8931	0.9451
No log	1.1280	370	1.0626	0.5401	1.0626	1.0308
No log	1.1341	372	1.0246	0.4892	1.0246	1.0122
No log	1.1402	374	0.9242	0.5563	0.9242	0.9614
No log	1.1463	376	0.7698	0.5947	0.7698	0.8774
No log	1.1524	378	0.7339	0.4934	0.7339	0.8567
No log	1.1585	380	0.7532	0.5599	0.7532	0.8679
No log	1.1646	382	0.7943	0.6009	0.7943	0.8913
No log	1.1707	384	0.9024	0.6208	0.9024	0.9499
No log	1.1768	386	1.1504	0.4375	1.1504	1.0725
No log	1.1829	388	1.2351	0.4008	1.2351	1.1114
No log	1.1890	390	1.0691	0.5283	1.0691	1.0340
No log	1.1951	392	0.8244	0.5645	0.8244	0.9080
No log	1.2012	394	0.7102	0.5631	0.7102	0.8427
No log	1.2073	396	0.7197	0.5370	0.7197	0.8484
No log	1.2134	398	0.7957	0.5256	0.7957	0.8920
No log	1.2195	400	0.9164	0.6014	0.9164	0.9573
No log	1.2256	402	1.0805	0.4643	1.0805	1.0395
No log	1.2317	404	1.1675	0.4643	1.1675	1.0805
No log	1.2378	406	1.1038	0.4643	1.1038	1.0506
No log	1.2439	408	0.9136	0.5645	0.9136	0.9558
No log	1.25	410	0.7440	0.5721	0.7440	0.8626
No log	1.2561	412	0.6887	0.5399	0.6887	0.8299
No log	1.2622	414	0.6547	0.5472	0.6547	0.8092
No log	1.2683	416	0.6437	0.6081	0.6437	0.8023
No log	1.2744	418	0.6971	0.6528	0.6971	0.8349
No log	1.2805	420	0.7455	0.6599	0.7455	0.8635
No log	1.2866	422	0.7407	0.6599	0.7407	0.8606
No log	1.2927	424	0.6730	0.6918	0.6730	0.8203
No log	1.2988	426	0.6226	0.6914	0.6226	0.7891
No log	1.3049	428	0.6017	0.6558	0.6017	0.7757
No log	1.3110	430	0.6148	0.6909	0.6148	0.7841
No log	1.3171	432	0.6262	0.6558	0.6262	0.7913
No log	1.3232	434	0.6791	0.6880	0.6791	0.8241
No log	1.3293	436	0.7269	0.6298	0.7269	0.8526
No log	1.3354	438	0.7526	0.6173	0.7526	0.8675
No log	1.3415	440	0.7362	0.6734	0.7362	0.8580
No log	1.3476	442	0.7045	0.6723	0.7045	0.8394
No log	1.3537	444	0.7090	0.6723	0.7090	0.8420
No log	1.3598	446	0.6742	0.6070	0.6742	0.8211
No log	1.3659	448	0.6693	0.6301	0.6693	0.8181
No log	1.3720	450	0.6719	0.6520	0.6719	0.8197
No log	1.3780	452	0.6743	0.7	0.6743	0.8212
No log	1.3841	454	0.6852	0.6877	0.6852	0.8278
No log	1.3902	456	0.6900	0.6877	0.6900	0.8307
No log	1.3963	458	0.6659	0.6877	0.6659	0.8160
No log	1.4024	460	0.6426	0.6480	0.6426	0.8016
No log	1.4085	462	0.6475	0.6014	0.6475	0.8047
No log	1.4146	464	0.6620	0.6228	0.6620	0.8137
No log	1.4207	466	0.7123	0.6777	0.7123	0.8440
No log	1.4268	468	0.7464	0.6538	0.7464	0.8639
No log	1.4329	470	0.7316	0.6975	0.7316	0.8553
No log	1.4390	472	0.7120	0.6875	0.7120	0.8438
No log	1.4451	474	0.7196	0.6777	0.7196	0.8483
No log	1.4512	476	0.6941	0.6558	0.6941	0.8331
No log	1.4573	478	0.6973	0.6875	0.6973	0.8350
No log	1.4634	480	0.7403	0.6239	0.7403	0.8604
No log	1.4695	482	0.8069	0.5909	0.8069	0.8983
No log	1.4756	484	0.8991	0.5354	0.8991	0.9482
No log	1.4817	486	0.8830	0.5354	0.8830	0.9397
No log	1.4878	488	0.8031	0.5765	0.8031	0.8962
No log	1.4939	490	0.7343	0.5225	0.7343	0.8569
No log	1.5	492	0.7264	0.4968	0.7264	0.8523
No log	1.5061	494	0.7792	0.4785	0.7792	0.8827
No log	1.5122	496	0.8839	0.55	0.8839	0.9402
No log	1.5183	498	1.0320	0.4886	1.0320	1.0159
0.469	1.5244	500	1.1336	0.4886	1.1336	1.0647
0.469	1.5305	502	1.1584	0.4625	1.1584	1.0763
0.469	1.5366	504	1.0322	0.4886	1.0322	1.0160
0.469	1.5427	506	0.8368	0.5	0.8368	0.9148
0.469	1.5488	508	0.7540	0.4808	0.7540	0.8684
0.469	1.5549	510	0.7585	0.5183	0.7585	0.8709
0.469	1.5610	512	0.8208	0.55	0.8208	0.9060
0.469	1.5671	514	0.9720	0.5310	0.9720	0.9859
0.469	1.5732	516	1.1610	0.4844	1.1610	1.0775
0.469	1.5793	518	1.1261	0.4844	1.1261	1.0612
0.469	1.5854	520	0.9386	0.4886	0.9386	0.9688
0.469	1.5915	522	0.7680	0.5946	0.7680	0.8764
0.469	1.5976	524	0.6785	0.5574	0.6785	0.8237
0.469	1.6037	526	0.6522	0.5599	0.6522	0.8076
0.469	1.6098	528	0.6432	0.6897	0.6432	0.8020
0.469	1.6159	530	0.7254	0.6385	0.7254	0.8517
0.469	1.6220	532	0.7787	0.6221	0.7787	0.8824
0.469	1.6280	534	0.8336	0.6113	0.8336	0.9130
0.469	1.6341	536	0.7536	0.6585	0.7536	0.8681
0.469	1.6402	538	0.6459	0.7109	0.6459	0.8037
0.469	1.6463	540	0.6293	0.7109	0.6293	0.7933
0.469	1.6524	542	0.6320	0.6273	0.6320	0.7950
0.469	1.6585	544	0.6339	0.6497	0.6339	0.7962
0.469	1.6646	546	0.6449	0.6975	0.6449	0.8031
0.469	1.6707	548	0.6182	0.6975	0.6182	0.7863
0.469	1.6768	550	0.5842	0.6373	0.5842	0.7643
0.469	1.6829	552	0.5728	0.6228	0.5728	0.7568
0.469	1.6890	554	0.5754	0.6795	0.5754	0.7586
0.469	1.6951	556	0.5823	0.6795	0.5823	0.7631
0.469	1.7012	558	0.6051	0.7109	0.6051	0.7779
0.469	1.7073	560	0.6331	0.6975	0.6331	0.7956
0.469	1.7134	562	0.6991	0.6314	0.6991	0.8361
0.469	1.7195	564	0.7533	0.6431	0.7533	0.8679
0.469	1.7256	566	0.7744	0.6293	0.7744	0.8800
0.469	1.7317	568	0.7552	0.6431	0.7552	0.8690
0.469	1.7378	570	0.7276	0.6431	0.7276	0.8530
0.469	1.7439	572	0.6961	0.6314	0.6961	0.8343
0.469	1.75	574	0.6695	0.6704	0.6695	0.8182
0.469	1.7561	576	0.6546	0.6704	0.6546	0.8091
0.469	1.7622	578	0.6469	0.6840	0.6469	0.8043
0.469	1.7683	580	0.6551	0.6704	0.6551	0.8094
0.469	1.7744	582	0.6759	0.6704	0.6759	0.8221
0.469	1.7805	584	0.6863	0.6704	0.6863	0.8285
0.469	1.7866	586	0.7190	0.6704	0.7190	0.8479
0.469	1.7927	588	0.7729	0.5798	0.7729	0.8792
0.469	1.7988	590	0.7748	0.5798	0.7748	0.8802
0.469	1.8049	592	0.7409	0.6704	0.7409	0.8607
0.469	1.8110	594	0.6796	0.6704	0.6796	0.8244
0.469	1.8171	596	0.7119	0.6604	0.7119	0.8438
0.469	1.8232	598	0.8281	0.6650	0.8281	0.9100
0.469	1.8293	600	0.9470	0.5929	0.9470	0.9732
0.469	1.8354	602	1.0871	0.5709	1.0871	1.0426
0.469	1.8415	604	1.1614	0.4404	1.1614	1.0777
0.469	1.8476	606	1.0617	0.5593	1.0617	1.0304
0.469	1.8537	608	0.8933	0.6221	0.8933	0.9452
0.469	1.8598	610	0.7539	0.6405	0.7539	0.8683
0.469	1.8659	612	0.7070	0.6704	0.7070	0.8408
0.469	1.8720	614	0.7276	0.6604	0.7276	0.8530
0.469	1.8780	616	0.7572	0.6557	0.7572	0.8702
0.469	1.8841	618	0.7884	0.6512	0.7884	0.8879
0.469	1.8902	620	0.7955	0.6557	0.7955	0.8919
0.469	1.8963	622	0.8436	0.6494	0.8436	0.9185
0.469	1.9024	624	0.8636	0.6494	0.8636	0.9293
0.469	1.9085	626	0.8248	0.6585	0.8248	0.9082
0.469	1.9146	628	0.7651	0.6941	0.7651	0.8747
0.469	1.9207	630	0.7231	0.6704	0.7231	0.8504
0.469	1.9268	632	0.6972	0.6165	0.6972	0.8350
0.469	1.9329	634	0.6859	0.6662	0.6859	0.8282
0.469	1.9390	636	0.6967	0.6662	0.6967	0.8347
0.469	1.9451	638	0.7691	0.6466	0.7691	0.8770
0.469	1.9512	640	0.9842	0.5809	0.9842	0.9921
0.469	1.9573	642	1.2309	0.4867	1.2309	1.1095
0.469	1.9634	644	1.2393	0.4867	1.2393	1.1132
0.469	1.9695	646	1.0801	0.5368	1.0801	1.0393
0.469	1.9756	648	0.8425	0.6259	0.8425	0.9179
0.469	1.9817	650	0.7317	0.6610	0.7317	0.8554
0.469	1.9878	652	0.7050	0.6628	0.7050	0.8397
0.469	1.9939	654	0.7154	0.6511	0.7154	0.8458
0.469	2.0	656	0.8193	0.6300	0.8193	0.9051
0.469	2.0061	658	0.9230	0.628	0.9230	0.9607
0.469	2.0122	660	0.9139	0.6390	0.9139	0.9560
0.469	2.0183	662	0.8072	0.6431	0.8072	0.8985
0.469	2.0244	664	0.7183	0.6704	0.7183	0.8475
0.469	2.0305	666	0.6982	0.6405	0.6982	0.8356
0.469	2.0366	668	0.7367	0.6405	0.7367	0.8583
0.469	2.0427	670	0.8350	0.6512	0.8350	0.9138
0.469	2.0488	672	0.9188	0.6754	0.9188	0.9586
0.469	2.0549	674	0.9296	0.6221	0.9296	0.9642
0.469	2.0610	676	0.9296	0.6133	0.9296	0.9641
0.469	2.0671	678	0.9480	0.5777	0.9480	0.9736
0.469	2.0732	680	0.9504	0.5777	0.9504	0.9749
0.469	2.0793	682	1.0208	0.4765	1.0208	1.0103
0.469	2.0854	684	1.1030	0.4625	1.1030	1.0502
0.469	2.0915	686	1.1216	0.4625	1.1216	1.0591
0.469	2.0976	688	1.0447	0.4631	1.0447	1.0221
0.469	2.1037	690	0.9588	0.4928	0.9588	0.9792
0.469	2.1098	692	0.9355	0.4928	0.9355	0.9672
0.469	2.1159	694	1.0093	0.5169	1.0093	1.0047
0.469	2.1220	696	1.1023	0.4881	1.1023	1.0499
0.469	2.1280	698	1.1430	0.4404	1.1430	1.0691
0.469	2.1341	700	1.0896	0.4892	1.0896	1.0438
0.469	2.1402	702	1.0253	0.5169	1.0253	1.0126
0.469	2.1463	704	0.9094	0.5227	0.9094	0.9536
0.469	2.1524	706	0.8370	0.6093	0.8370	0.9149
0.469	2.1585	708	0.8419	0.6093	0.8419	0.9176
0.469	2.1646	710	0.8518	0.55	0.8518	0.9229
0.469	2.1707	712	0.8896	0.55	0.8896	0.9432
0.469	2.1768	714	0.9870	0.4649	0.9870	0.9935
0.469	2.1829	716	0.9727	0.5154	0.9727	0.9863
0.469	2.1890	718	0.8503	0.6324	0.8503	0.9221
0.469	2.1951	720	0.7157	0.6970	0.7157	0.8460
0.469	2.2012	722	0.6565	0.7081	0.6565	0.8102
0.469	2.2073	724	0.6266	0.7097	0.6266	0.7916
0.469	2.2134	726	0.6338	0.6818	0.6338	0.7961
0.469	2.2195	728	0.6365	0.6339	0.6365	0.7978
0.469	2.2256	730	0.6158	0.6926	0.6158	0.7847
0.469	2.2317	732	0.6124	0.7081	0.6124	0.7825
0.469	2.2378	734	0.6786	0.7105	0.6786	0.8238
0.469	2.2439	736	0.8513	0.5980	0.8513	0.9226
0.469	2.25	738	0.9561	0.5940	0.9561	0.9778
0.469	2.2561	740	0.9076	0.5972	0.9076	0.9527
0.469	2.2622	742	0.7723	0.6905	0.7723	0.8788
0.469	2.2683	744	0.6494	0.6975	0.6494	0.8059
0.469	2.2744	746	0.5898	0.7125	0.5898	0.7680
0.469	2.2805	748	0.6221	0.6271	0.6221	0.7887
0.469	2.2866	750	0.6356	0.6410	0.6356	0.7972
0.469	2.2927	752	0.6022	0.6271	0.6022	0.7760
0.469	2.2988	754	0.5801	0.7210	0.5801	0.7617
0.469	2.3049	756	0.6460	0.7422	0.6460	0.8038
0.469	2.3110	758	0.7306	0.6486	0.7306	0.8548
0.469	2.3171	760	0.7615	0.6364	0.7615	0.8726
0.469	2.3232	762	0.7215	0.7203	0.7215	0.8494
0.469	2.3293	764	0.7365	0.6698	0.7365	0.8582
0.469	2.3354	766	0.7396	0.6616	0.7396	0.8600
0.469	2.3415	768	0.7020	0.6261	0.7020	0.8379
0.469	2.3476	770	0.7098	0.6116	0.7098	0.8425
0.469	2.3537	772	0.6763	0.6879	0.6763	0.8224
0.469	2.3598	774	0.6806	0.7017	0.6806	0.8250
0.469	2.3659	776	0.7481	0.6410	0.7481	0.8649
0.469	2.3720	778	0.8217	0.6348	0.8217	0.9065
0.469	2.3780	780	0.9393	0.5951	0.9393	0.9692
0.469	2.3841	782	0.9418	0.5984	0.9418	0.9705
0.469	2.3902	784	0.8723	0.5984	0.8723	0.9340
0.469	2.3963	786	0.7641	0.6567	0.7641	0.8742
0.469	2.4024	788	0.7092	0.6116	0.7092	0.8421
0.469	2.4085	790	0.6986	0.6116	0.6986	0.8358
0.469	2.4146	792	0.7319	0.5970	0.7319	0.8555
0.469	2.4207	794	0.8099	0.5874	0.8099	0.8999
0.469	2.4268	796	0.9115	0.5678	0.9115	0.9547
0.469	2.4329	798	1.0096	0.5378	1.0096	1.0048
0.469	2.4390	800	1.0237	0.5378	1.0237	1.0118
0.469	2.4451	802	0.9786	0.5188	0.9786	0.9892
0.469	2.4512	804	0.8990	0.4969	0.8990	0.9482
0.469	2.4573	806	0.8947	0.4969	0.8947	0.9459
0.469	2.4634	808	0.9191	0.4969	0.9191	0.9587
0.469	2.4695	810	0.9910	0.5152	0.9910	0.9955
0.469	2.4756	812	1.1080	0.5357	1.1080	1.0526
0.469	2.4817	814	1.1774	0.4870	1.1774	1.0851
0.469	2.4878	816	1.1885	0.4870	1.1885	1.0902
0.469	2.4939	818	1.0826	0.5357	1.0826	1.0405
0.469	2.5	820	0.9461	0.5152	0.9461	0.9727
0.469	2.5061	822	0.8099	0.6271	0.8099	0.8999
0.469	2.5122	824	0.7780	0.6154	0.7780	0.8820
0.469	2.5183	826	0.8209	0.5943	0.8209	0.9061
0.469	2.5244	828	0.9245	0.5748	0.9245	0.9615
0.469	2.5305	830	1.1046	0.4870	1.1046	1.0510
0.469	2.5366	832	1.2703	0.4860	1.2703	1.1271
0.469	2.5427	834	1.2716	0.4860	1.2716	1.1276
0.469	2.5488	836	1.1419	0.4870	1.1419	1.0686
0.469	2.5549	838	0.9740	0.5135	0.9740	0.9869
0.469	2.5610	840	0.8636	0.5909	0.8636	0.9293
0.469	2.5671	842	0.8170	0.5943	0.8170	0.9039
0.469	2.5732	844	0.7804	0.6209	0.7804	0.8834
0.469	2.5793	846	0.7563	0.6548	0.7563	0.8696
0.469	2.5854	848	0.7482	0.6548	0.7482	0.8650
0.469	2.5915	850	0.7920	0.6271	0.7920	0.8900
0.469	2.5976	852	0.8210	0.5943	0.8210	0.9061
0.469	2.6037	854	0.7918	0.6271	0.7918	0.8898
0.469	2.6098	856	0.7845	0.6271	0.7845	0.8857
0.469	2.6159	858	0.8070	0.5978	0.8070	0.8983
0.469	2.6220	860	0.7652	0.6316	0.7652	0.8748
0.469	2.6280	862	0.7299	0.6358	0.7299	0.8544
0.469	2.6341	864	0.7405	0.6384	0.7405	0.8605
0.469	2.6402	866	0.7586	0.6507	0.7586	0.8710
0.469	2.6463	868	0.7865	0.6014	0.7865	0.8868
0.469	2.6524	870	0.7689	0.6385	0.7689	0.8769
0.469	2.6585	872	0.7878	0.6	0.7878	0.8876
0.469	2.6646	874	0.8759	0.6308	0.8759	0.9359
0.469	2.6707	876	0.9630	0.6308	0.9630	0.9813
0.469	2.6768	878	0.9533	0.6348	0.9533	0.9764
0.469	2.6829	880	0.9339	0.5588	0.9339	0.9664
0.469	2.6890	882	0.8890	0.5676	0.8890	0.9429
0.469	2.6951	884	0.8734	0.5402	0.8734	0.9346
0.469	2.7012	886	0.8825	0.4697	0.8825	0.9394
0.469	2.7073	888	0.9023	0.4697	0.9023	0.9499
0.469	2.7134	890	0.8955	0.4969	0.8955	0.9463
0.469	2.7195	892	0.8930	0.4969	0.8930	0.9450
0.469	2.7256	894	0.8429	0.5645	0.8429	0.9181
0.469	2.7317	896	0.7699	0.6093	0.7699	0.8774
0.469	2.7378	898	0.7662	0.575	0.7662	0.8753
0.469	2.7439	900	0.8162	0.6189	0.8162	0.9035
0.469	2.75	902	0.8999	0.6348	0.8999	0.9486
0.469	2.7561	904	0.9080	0.6348	0.9080	0.9529
0.469	2.7622	906	0.8327	0.6390	0.8327	0.9125
0.469	2.7683	908	0.7715	0.5789	0.7715	0.8784
0.469	2.7744	910	0.7717	0.6093	0.7717	0.8785
0.469	2.7805	912	0.8034	0.5789	0.8034	0.8963
0.469	2.7866	914	0.8801	0.5991	0.8801	0.9381
0.469	2.7927	916	0.9119	0.5920	0.9119	0.9549
0.469	2.7988	918	0.9059	0.5920	0.9059	0.9518
0.469	2.8049	920	0.9110	0.5955	0.9110	0.9545
0.469	2.8110	922	0.8779	0.5733	0.8779	0.9370
0.469	2.8171	924	0.8900	0.5733	0.8900	0.9434
0.469	2.8232	926	0.8980	0.5955	0.8980	0.9476
0.469	2.8293	928	0.9319	0.5920	0.9319	0.9654
0.469	2.8354	930	0.8841	0.6189	0.8841	0.9403
0.469	2.8415	932	0.8601	0.6114	0.8601	0.9274
0.469	2.8476	934	0.7929	0.6037	0.7929	0.8905
0.469	2.8537	936	0.7548	0.6116	0.7548	0.8688
0.469	2.8598	938	0.7945	0.6037	0.7945	0.8913
0.469	2.8659	940	0.8906	0.5943	0.8906	0.9437
0.469	2.8720	942	0.9291	0.6113	0.9291	0.9639
0.469	2.8780	944	0.9138	0.6113	0.9138	0.9559
0.469	2.8841	946	0.8509	0.6209	0.8509	0.9224
0.469	2.8902	948	0.7377	0.6314	0.7377	0.8589
0.469	2.8963	950	0.6909	0.6218	0.6909	0.8312
0.469	2.9024	952	0.7037	0.6218	0.7037	0.8389
0.469	2.9085	954	0.7256	0.6451	0.7256	0.8518
0.469	2.9146	956	0.7706	0.6	0.7706	0.8778
0.469	2.9207	958	0.8760	0.6280	0.8760	0.9359
0.469	2.9268	960	0.9122	0.5909	0.9122	0.9551
0.469	2.9329	962	0.8964	0.5449	0.8964	0.9468
0.469	2.9390	964	0.9540	0.5310	0.9540	0.9767
0.469	2.9451	966	1.0696	0.5	1.0696	1.0342
0.469	2.9512	968	1.0912	0.5	1.0912	1.0446
0.469	2.9573	970	1.0194	0.4765	1.0194	1.0096
0.469	2.9634	972	0.8827	0.5449	0.8827	0.9395
0.469	2.9695	974	0.7876	0.6116	0.7876	0.8875
0.469	2.9756	976	0.7276	0.6033	0.7276	0.8530
0.469	2.9817	978	0.6739	0.6455	0.6739	0.8209
0.469	2.9878	980	0.6631	0.6327	0.6631	0.8143
0.469	2.9939	982	0.6785	0.64	0.6785	0.8237
0.469	3.0	984	0.7424	0.6116	0.7424	0.8617
0.469	3.0061	986	0.8317	0.5586	0.8317	0.9120
0.469	3.0122	988	0.9489	0.5673	0.9489	0.9741
0.469	3.0183	990	1.0391	0.5378	1.0391	1.0194
0.469	3.0244	992	1.0315	0.5378	1.0315	1.0156
0.469	3.0305	994	0.9729	0.5755	0.9729	0.9864
0.469	3.0366	996	0.9203	0.5673	0.9203	0.9593
0.469	3.0427	998	0.8700	0.5909	0.8700	0.9327
0.1015	3.0488	1000	0.8680	0.5586	0.8680	0.9316
0.1015	3.0549	1002	0.9139	0.6113	0.9139	0.9560
0.1015	3.0610	1004	0.9271	0.5909	0.9271	0.9629
0.1015	3.0671	1006	0.9270	0.5909	0.9270	0.9628
0.1015	3.0732	1008	0.9510	0.5310	0.9510	0.9752
0.1015	3.0793	1010	1.0247	0.5378	1.0247	1.0123
0.1015	3.0854	1012	1.0618	0.5	1.0618	1.0304
0.1015	3.0915	1014	1.0116	0.4915	1.0116	1.0058
0.1015	3.0976	1016	0.9133	0.5106	0.9133	0.9557
0.1015	3.1037	1018	0.8601	0.5526	0.8601	0.9274
0.1015	3.1098	1020	0.8457	0.5701	0.8457	0.9196
0.1015	3.1159	1022	0.8543	0.5408	0.8543	0.9243
0.1015	3.1220	1024	0.8869	0.5586	0.8869	0.9418
0.1015	3.1280	1026	0.9185	0.5697	0.9185	0.9584
0.1015	3.1341	1028	0.9009	0.5726	0.9009	0.9491
0.1015	3.1402	1030	0.8538	0.5385	0.8538	0.9240
0.1015	3.1463	1032	0.8608	0.5385	0.8608	0.9278
0.1015	3.1524	1034	0.8512	0.5385	0.8512	0.9226
0.1015	3.1585	1036	0.8728	0.5726	0.8728	0.9343
0.1015	3.1646	1038	0.9246	0.5726	0.9246	0.9615
0.1015	3.1707	1040	0.9789	0.5315	0.9789	0.9894
0.1015	3.1768	1042	0.9549	0.5697	0.9549	0.9772
0.1015	3.1829	1044	0.9383	0.5697	0.9383	0.9687
0.1015	3.1890	1046	0.9702	0.5877	0.9702	0.9850
0.1015	3.1951	1048	1.0961	0.5357	1.0961	1.0470
0.1015	3.2012	1050	1.2512	0.4860	1.2512	1.1186
0.1015	3.2073	1052	1.3190	0.4627	1.3190	1.1485
0.1015	3.2134	1054	1.4281	0.4277	1.4281	1.1950
0.1015	3.2195	1056	1.5024	0.4277	1.5024	1.2257
0.1015	3.2256	1058	1.4458	0.4627	1.4458	1.2024
0.1015	3.2317	1060	1.2791	0.4627	1.2791	1.1310
0.1015	3.2378	1062	1.1131	0.4903	1.1131	1.0551
0.1015	3.2439	1064	1.0216	0.4915	1.0216	1.0108
0.1015	3.25	1066	0.9763	0.4928	0.9763	0.9881
0.1015	3.2561	1068	0.9578	0.4928	0.9578	0.9787
0.1015	3.2622	1070	0.9903	0.4928	0.9903	0.9951
0.1015	3.2683	1072	1.0216	0.4928	1.0216	1.0107
0.1015	3.2744	1074	1.0491	0.4928	1.0491	1.0242
0.1015	3.2805	1076	1.0349	0.4928	1.0349	1.0173
0.1015	3.2866	1078	0.9915	0.4928	0.9915	0.9958
0.1015	3.2927	1080	1.0000	0.4928	1.0000	1.0000
0.1015	3.2988	1082	1.0102	0.4928	1.0102	1.0051
0.1015	3.3049	1084	0.9930	0.4928	0.9930	0.9965
0.1015	3.3110	1086	1.0371	0.4915	1.0371	1.0184
0.1015	3.3171	1088	1.1281	0.5152	1.1281	1.0621
0.1015	3.3232	1090	1.2637	0.5135	1.2637	1.1241
0.1015	3.3293	1092	1.3228	0.5357	1.3228	1.1501
0.1015	3.3354	1094	1.3045	0.4987	1.3045	1.1422
0.1015	3.3415	1096	1.2805	0.4756	1.2805	1.1316
0.1015	3.3476	1098	1.2390	0.4756	1.2390	1.1131
0.1015	3.3537	1100	1.1740	0.4765	1.1740	1.0835
0.1015	3.3598	1102	1.1162	0.4258	1.1162	1.0565
0.1015	3.3659	1104	1.0234	0.4969	1.0234	1.0116
0.1015	3.3720	1106	0.9539	0.4969	0.9539	0.9767
0.1015	3.3780	1108	0.9285	0.4969	0.9285	0.9636
0.1015	3.3841	1110	0.9547	0.5448	0.9547	0.9771
0.1015	3.3902	1112	1.0450	0.5152	1.0450	1.0222
0.1015	3.3963	1114	1.1941	0.5337	1.1941	1.0927
0.1015	3.4024	1116	1.2746	0.4860	1.2746	1.1290
0.1015	3.4085	1118	1.2514	0.4860	1.2514	1.1187
0.1015	3.4146	1120	1.2231	0.4860	1.2231	1.1059
0.1015	3.4207	1122	1.1509	0.5337	1.1509	1.0728
0.1015	3.4268	1124	1.0890	0.5357	1.0890	1.0435
0.1015	3.4329	1126	0.9798	0.5357	0.9798	0.9899
0.1015	3.4390	1128	0.9273	0.5748	0.9273	0.9630
0.1015	3.4451	1130	0.9368	0.5403	0.9368	0.9679
0.1015	3.4512	1132	0.9748	0.5382	0.9748	0.9873
0.1015	3.4573	1134	1.0511	0.5357	1.0511	1.0252
0.1015	3.4634	1136	1.0733	0.5357	1.0733	1.0360
0.1015	3.4695	1138	1.0843	0.4987	1.0843	1.0413
0.1015	3.4756	1140	1.0938	0.4756	1.0938	1.0459
0.1015	3.4817	1142	1.1038	0.4756	1.1038	1.0506
0.1015	3.4878	1144	1.0883	0.4756	1.0883	1.0432
0.1015	3.4939	1146	1.1103	0.4756	1.1103	1.0537
0.1015	3.5	1148	1.1102	0.4765	1.1102	1.0536
0.1015	3.5061	1150	1.0868	0.4765	1.0868	1.0425
0.1015	3.5122	1152	0.9957	0.5426	0.9957	0.9979
0.1015	3.5183	1154	0.9253	0.5197	0.9253	0.9619
0.1015	3.5244	1156	0.8870	0.5235	0.8870	0.9418
0.1015	3.5305	1158	0.8844	0.5588	0.8844	0.9404
0.1015	3.5366	1160	0.9280	0.5426	0.9280	0.9633
0.1015	3.5427	1162	1.0023	0.5403	1.0023	1.0012
0.1015	3.5488	1164	1.0772	0.5382	1.0772	1.0379
0.1015	3.5549	1166	1.1164	0.5135	1.1164	1.0566
0.1015	3.5610	1168	1.0843	0.5152	1.0843	1.0413
0.1015	3.5671	1170	1.0464	0.5152	1.0464	1.0230
0.1015	3.5732	1172	1.0134	0.5169	1.0134	1.0067
0.1015	3.5793	1174	1.0165	0.5169	1.0165	1.0082
0.1015	3.5854	1176	0.9673	0.4928	0.9673	0.9835
0.1015	3.5915	1178	0.8817	0.5336	0.8817	0.9390
0.1015	3.5976	1180	0.7923	0.6076	0.7923	0.8901
0.1015	3.6037	1182	0.7565	0.6686	0.7565	0.8698
0.1015	3.6098	1184	0.7527	0.6361	0.7527	0.8676
0.1015	3.6159	1186	0.7609	0.6339	0.7609	0.8723
0.1015	3.6220	1188	0.7877	0.6486	0.7877	0.8875
0.1015	3.6280	1190	0.8109	0.6667	0.8109	0.9005
0.1015	3.6341	1192	0.8368	0.6667	0.8368	0.9148
0.1015	3.6402	1194	0.8395	0.6667	0.8395	0.9163
0.1015	3.6463	1196	0.8191	0.6667	0.8191	0.9050
0.1015	3.6524	1198	0.7772	0.6801	0.7772	0.8816
0.1015	3.6585	1200	0.7427	0.7078	0.7427	0.8618
0.1015	3.6646	1202	0.7835	0.6608	0.7835	0.8852
0.1015	3.6707	1204	0.8002	0.6486	0.8002	0.8945
0.1015	3.6768	1206	0.8093	0.6683	0.8093	0.8996
0.1015	3.6829	1208	0.7494	0.6746	0.7494	0.8657
0.1015	3.6890	1210	0.7153	0.7078	0.7153	0.8458
0.1015	3.6951	1212	0.7313	0.7078	0.7313	0.8552
0.1015	3.7012	1214	0.7386	0.7135	0.7386	0.8594
0.1015	3.7073	1216	0.7684	0.6935	0.7684	0.8766
0.1015	3.7134	1218	0.8371	0.5897	0.8371	0.9150
0.1015	3.7195	1220	0.8959	0.5084	0.8959	0.9465
0.1015	3.7256	1222	0.9045	0.5084	0.9045	0.9510
0.1015	3.7317	1224	0.9288	0.5084	0.9288	0.9637
0.1015	3.7378	1226	0.9714	0.5426	0.9714	0.9856
0.1015	3.7439	1228	1.0519	0.5403	1.0519	1.0256
0.1015	3.75	1230	1.1403	0.5618	1.1403	1.0679
0.1015	3.7561	1232	1.1437	0.5618	1.1437	1.0695
0.1015	3.7622	1234	1.0805	0.5618	1.0805	1.0395
0.1015	3.7683	1236	0.9851	0.5426	0.9851	0.9925
0.1015	3.7744	1238	0.9355	0.5426	0.9355	0.9672
0.1015	3.7805	1240	0.8896	0.5426	0.8896	0.9432
0.1015	3.7866	1242	0.8751	0.5197	0.8751	0.9355
0.1015	3.7927	1244	0.9042	0.5426	0.9042	0.9509
0.1015	3.7988	1246	0.9465	0.5426	0.9465	0.9729
0.1015	3.8049	1248	0.9406	0.5426	0.9406	0.9698
0.1015	3.8110	1250	0.8831	0.5474	0.8831	0.9397
0.1015	3.8171	1252	0.8348	0.5381	0.8348	0.9137
0.1015	3.8232	1254	0.8167	0.5263	0.8167	0.9037
0.1015	3.8293	1256	0.8360	0.5336	0.8360	0.9143
0.1015	3.8354	1258	0.8622	0.5336	0.8622	0.9286
0.1015	3.8415	1260	0.8865	0.5336	0.8865	0.9415
0.1015	3.8476	1262	0.9176	0.5426	0.9176	0.9579
0.1015	3.8537	1264	0.8992	0.5562	0.8992	0.9482
0.1015	3.8598	1266	0.8670	0.5451	0.8670	0.9312
0.1015	3.8659	1268	0.8613	0.5831	0.8613	0.9280
0.1015	3.8720	1270	0.8969	0.5562	0.8969	0.9470
0.1015	3.8780	1272	0.8945	0.5562	0.8945	0.9458
0.1015	3.8841	1274	0.8112	0.6585	0.8112	0.9006
0.1015	3.8902	1276	0.7731	0.6385	0.7731	0.8793
0.1015	3.8963	1278	0.7650	0.6385	0.7650	0.8746
0.1015	3.9024	1280	0.7822	0.6585	0.7822	0.8844
0.1015	3.9085	1282	0.8245	0.6209	0.8245	0.9080
0.1015	3.9146	1284	0.8576	0.6005	0.8576	0.9261
0.1015	3.9207	1286	0.8419	0.6367	0.8419	0.9176
0.1015	3.9268	1288	0.7762	0.6585	0.7762	0.8810
0.1015	3.9329	1290	0.7145	0.6557	0.7145	0.8453
0.1015	3.9390	1292	0.6991	0.6777	0.6991	0.8361
0.1015	3.9451	1294	0.6910	0.6777	0.6910	0.8313
0.1015	3.9512	1296	0.7088	0.6777	0.7088	0.8419
0.1015	3.9573	1298	0.7633	0.6667	0.7633	0.8737
0.1015	3.9634	1300	0.8119	0.6667	0.8119	0.9010
0.1015	3.9695	1302	0.7912	0.6667	0.7912	0.8895
0.1015	3.9756	1304	0.8043	0.6696	0.8043	0.8968
0.1015	3.9817	1306	0.7903	0.6696	0.7903	0.8890
0.1015	3.9878	1308	0.7579	0.6696	0.7579	0.8706
0.1015	3.9939	1310	0.7299	0.6918	0.7299	0.8544
0.1015	4.0	1312	0.7324	0.6918	0.7324	0.8558
0.1015	4.0061	1314	0.7210	0.6918	0.7210	0.8491
0.1015	4.0122	1316	0.6889	0.7008	0.6889	0.8300
0.1015	4.0183	1318	0.6728	0.6671	0.6728	0.8203
0.1015	4.0244	1320	0.6579	0.6866	0.6579	0.8111
0.1015	4.0305	1322	0.6566	0.6985	0.6566	0.8103
0.1015	4.0366	1324	0.6652	0.7037	0.6652	0.8156
0.1015	4.0427	1326	0.6992	0.7037	0.6992	0.8362
0.1015	4.0488	1328	0.7524	0.6904	0.7524	0.8674
0.1015	4.0549	1330	0.7680	0.6904	0.7680	0.8764
0.1015	4.0610	1332	0.7632	0.6904	0.7632	0.8736
0.1015	4.0671	1334	0.7242	0.6729	0.7242	0.8510
0.1015	4.0732	1336	0.6842	0.6671	0.6842	0.8272
0.1015	4.0793	1338	0.6820	0.6719	0.6820	0.8258
0.1015	4.0854	1340	0.6946	0.6547	0.6946	0.8334
0.1015	4.0915	1342	0.7347	0.6761	0.7347	0.8572
0.1015	4.0976	1344	0.7581	0.6761	0.7581	0.8707
0.1015	4.1037	1346	0.7841	0.6696	0.7841	0.8855
0.1015	4.1098	1348	0.7796	0.6637	0.7796	0.8829
0.1015	4.1159	1350	0.7761	0.6761	0.7761	0.8809
0.1015	4.1220	1352	0.8057	0.6818	0.8057	0.8976
0.1015	4.1280	1354	0.8547	0.6696	0.8547	0.9245
0.1015	4.1341	1356	0.8313	0.6667	0.8313	0.9118
0.1015	4.1402	1358	0.8056	0.6786	0.8056	0.8976
0.1015	4.1463	1360	0.7868	0.6786	0.7868	0.8870
0.1015	4.1524	1362	0.7501	0.6637	0.7501	0.8661
0.1015	4.1585	1364	0.7233	0.6811	0.7233	0.8505
0.1015	4.1646	1366	0.7242	0.6492	0.7242	0.8510
0.1015	4.1707	1368	0.7250	0.6492	0.7250	0.8515
0.1015	4.1768	1370	0.7191	0.6822	0.7191	0.8480
0.1015	4.1829	1372	0.7479	0.6519	0.7479	0.8648
0.1015	4.1890	1374	0.7947	0.6727	0.7947	0.8915
0.1015	4.1951	1376	0.8456	0.6367	0.8456	0.9196
0.1015	4.2012	1378	0.8380	0.6367	0.8380	0.9154
0.1015	4.2073	1380	0.8054	0.6727	0.8054	0.8974
0.1015	4.2134	1382	0.7501	0.6716	0.7501	0.8661
0.1015	4.2195	1384	0.6815	0.6918	0.6815	0.8255
0.1015	4.2256	1386	0.6698	0.6918	0.6698	0.8184
0.1015	4.2317	1388	0.6742	0.688	0.6742	0.8211
0.1015	4.2378	1390	0.6972	0.6918	0.6972	0.8350
0.1015	4.2439	1392	0.7337	0.6492	0.7337	0.8566
0.1015	4.25	1394	0.7888	0.6367	0.7888	0.8882
0.1015	4.2561	1396	0.8563	0.6367	0.8563	0.9254
0.1015	4.2622	1398	0.8936	0.5641	0.8936	0.9453
0.1015	4.2683	1400	0.8901	0.5641	0.8901	0.9434
0.1015	4.2744	1402	0.8512	0.5800	0.8512	0.9226
0.1015	4.2805	1404	0.7692	0.6634	0.7692	0.8770
0.1015	4.2866	1406	0.7243	0.6958	0.7243	0.8510
0.1015	4.2927	1408	0.7164	0.7017	0.7164	0.8464
0.1015	4.2988	1410	0.7226	0.7017	0.7226	0.8501
0.1015	4.3049	1412	0.7145	0.7017	0.7145	0.8453
0.1015	4.3110	1414	0.7142	0.6975	0.7142	0.8451
0.1015	4.3171	1416	0.6988	0.7081	0.6988	0.8360
0.1015	4.3232	1418	0.6974	0.7081	0.6974	0.8351
0.1015	4.3293	1420	0.6885	0.7081	0.6885	0.8298
0.1015	4.3354	1422	0.6973	0.7262	0.6973	0.8351
0.1015	4.3415	1424	0.7346	0.7078	0.7346	0.8571
0.1015	4.3476	1426	0.7864	0.6319	0.7864	0.8868
0.1015	4.3537	1428	0.7841	0.6319	0.7841	0.8855
0.1015	4.3598	1430	0.7558	0.6622	0.7558	0.8694
0.1015	4.3659	1432	0.7399	0.6587	0.7399	0.8602
0.1015	4.3720	1434	0.7363	0.6587	0.7363	0.8581
0.1015	4.3780	1436	0.7258	0.6638	0.7258	0.8519
0.1015	4.3841	1438	0.7330	0.6618	0.7330	0.8561
0.1015	4.3902	1440	0.7765	0.5671	0.7765	0.8812
0.1015	4.3963	1442	0.8011	0.5671	0.8011	0.8951
0.1015	4.4024	1444	0.8454	0.5474	0.8454	0.9195
0.1015	4.4085	1446	0.8758	0.5426	0.8758	0.9358
0.1015	4.4146	1448	0.8873	0.5645	0.8873	0.9420
0.1015	4.4207	1450	0.8587	0.5474	0.8587	0.9266
0.1015	4.4268	1452	0.8113	0.5235	0.8113	0.9007
0.1015	4.4329	1454	0.7788	0.5671	0.7788	0.8825
0.1015	4.4390	1456	0.7601	0.5671	0.7601	0.8718
0.1015	4.4451	1458	0.7548	0.6478	0.7548	0.8688
0.1015	4.4512	1460	0.7554	0.6478	0.7554	0.8691
0.1015	4.4573	1462	0.7660	0.5671	0.7660	0.8752
0.1015	4.4634	1464	0.7837	0.5671	0.7837	0.8853
0.1015	4.4695	1466	0.8115	0.5235	0.8115	0.9008
0.1015	4.4756	1468	0.8353	0.5474	0.8353	0.9140
0.1015	4.4817	1470	0.8505	0.5474	0.8505	0.9222
0.1015	4.4878	1472	0.8841	0.5618	0.8841	0.9403
0.1015	4.4939	1474	0.8974	0.5618	0.8974	0.9473
0.1015	4.5	1476	0.8634	0.5645	0.8634	0.9292
0.1015	4.5061	1478	0.7970	0.5358	0.7970	0.8927
0.1015	4.5122	1480	0.7470	0.6478	0.7470	0.8643
0.1015	4.5183	1482	0.7268	0.6711	0.7268	0.8525
0.1015	4.5244	1484	0.7302	0.6569	0.7302	0.8545
0.1015	4.5305	1486	0.7610	0.6451	0.7610	0.8723
0.1015	4.5366	1488	0.8017	0.5526	0.8017	0.8954
0.1015	4.5427	1490	0.8489	0.5358	0.8489	0.9214
0.1015	4.5488	1492	0.8851	0.5474	0.8851	0.9408
0.1015	4.5549	1494	0.8938	0.5197	0.8938	0.9454
0.1015	4.5610	1496	0.8911	0.5197	0.8911	0.9440
0.1015	4.5671	1498	0.9368	0.5179	0.9368	0.9679
0.0616	4.5732	1500	0.9759	0.5179	0.9759	0.9879
0.0616	4.5793	1502	0.9966	0.5403	0.9966	0.9983
0.0616	4.5854	1504	0.9984	0.5403	0.9984	0.9992
0.0616	4.5915	1506	1.0545	0.5593	1.0545	1.0269
0.0616	4.5976	1508	1.1307	0.5104	1.1307	1.0633
0.0616	4.6037	1510	1.2190	0.4632	1.2190	1.1041
0.0616	4.6098	1512	1.2556	0.4632	1.2556	1.1205
0.0616	4.6159	1514	1.2054	0.4632	1.2054	1.0979
0.0616	4.6220	1516	1.1390	0.4881	1.1390	1.0672
0.0616	4.6280	1518	1.0669	0.5382	1.0669	1.0329
0.0616	4.6341	1520	1.0039	0.5161	1.0039	1.0019
0.0616	4.6402	1522	0.9381	0.5179	0.9381	0.9686
0.0616	4.6463	1524	0.9133	0.5197	0.9133	0.9557
0.0616	4.6524	1526	0.9287	0.5197	0.9287	0.9637
0.0616	4.6585	1528	0.9590	0.4928	0.9590	0.9793
0.0616	4.6646	1530	1.0069	0.4915	1.0069	1.0034
0.0616	4.6707	1532	1.0594	0.4903	1.0594	1.0293
0.0616	4.6768	1534	1.0415	0.4903	1.0415	1.0206
0.0616	4.6829	1536	1.0394	0.4915	1.0394	1.0195
0.0616	4.6890	1538	1.0081	0.4928	1.0081	1.0040
0.0616	4.6951	1540	1.0085	0.4928	1.0085	1.0042
0.0616	4.7012	1542	1.0198	0.4928	1.0198	1.0098
0.0616	4.7073	1544	1.0125	0.4928	1.0125	1.0062
0.0616	4.7134	1546	0.9880	0.4928	0.9880	0.9940
0.0616	4.7195	1548	0.9733	0.4928	0.9733	0.9866
0.0616	4.7256	1550	0.9682	0.4928	0.9682	0.9840
0.0616	4.7317	1552	0.9753	0.5169	0.9753	0.9876
0.0616	4.7378	1554	1.0223	0.5169	1.0223	1.0111
0.0616	4.7439	1556	1.0353	0.5169	1.0353	1.0175
0.0616	4.75	1558	1.0031	0.5169	1.0031	1.0016
0.0616	4.7561	1560	0.9180	0.5169	0.9180	0.9581
0.0616	4.7622	1562	0.8601	0.5426	0.8601	0.9274
0.0616	4.7683	1564	0.8125	0.5588	0.8125	0.9014
0.0616	4.7744	1566	0.7719	0.5874	0.7719	0.8786
0.0616	4.7805	1568	0.7670	0.6548	0.7670	0.8758
0.0616	4.7866	1570	0.7958	0.5726	0.7958	0.8921
0.0616	4.7927	1572	0.8587	0.5588	0.8587	0.9267
0.0616	4.7988	1574	0.9107	0.5588	0.9107	0.9543
0.0616	4.8049	1576	0.9398	0.5562	0.9398	0.9694
0.0616	4.8110	1578	0.9317	0.5562	0.9317	0.9652
0.0616	4.8171	1580	0.9036	0.5588	0.9036	0.9506
0.0616	4.8232	1582	0.8781	0.5588	0.8781	0.9370
0.0616	4.8293	1584	0.8579	0.5978	0.8579	0.9262
0.0616	4.8354	1586	0.8680	0.5588	0.8680	0.9317
0.0616	4.8415	1588	0.9159	0.5588	0.9159	0.9570
0.0616	4.8476	1590	0.9952	0.5588	0.9952	0.9976
0.0616	4.8537	1592	1.0418	0.5197	1.0418	1.0207
0.0616	4.8598	1594	1.0503	0.5197	1.0503	1.0248
0.0616	4.8659	1596	1.0290	0.5588	1.0290	1.0144
0.0616	4.8720	1598	1.0154	0.5588	1.0154	1.0077
0.0616	4.8780	1600	0.9895	0.5588	0.9895	0.9947
0.0616	4.8841	1602	0.9944	0.5588	0.9944	0.9972
0.0616	4.8902	1604	1.0229	0.5777	1.0229	1.0114
0.0616	4.8963	1606	1.0543	0.5403	1.0543	1.0268
0.0616	4.9024	1608	1.0826	0.5382	1.0826	1.0405
0.0616	4.9085	1610	1.1244	0.5593	1.1244	1.0604
0.0616	4.9146	1612	1.1499	0.5357	1.1499	1.0723
0.0616	4.9207	1614	1.1416	0.5357	1.1416	1.0685
0.0616	4.9268	1616	1.1063	0.5152	1.1063	1.0518
0.0616	4.9329	1618	1.0354	0.5169	1.0354	1.0176
0.0616	4.9390	1620	0.9553	0.5588	0.9553	0.9774
0.0616	4.9451	1622	0.9103	0.5588	0.9103	0.9541
0.0616	4.9512	1624	0.9245	0.5588	0.9245	0.9615
0.0616	4.9573	1626	0.9825	0.5777	0.9825	0.9912
0.0616	4.9634	1628	1.0848	0.5593	1.0848	1.0415
0.0616	4.9695	1630	1.2147	0.4867	1.2147	1.1021
0.0616	4.9756	1632	1.3057	0.4867	1.3057	1.1427
0.0616	4.9817	1634	1.3087	0.4867	1.3088	1.1440
0.0616	4.9878	1636	1.2752	0.4867	1.2752	1.1292
0.0616	4.9939	1638	1.2159	0.4876	1.2159	1.1027
0.0616	5.0	1640	1.2050	0.5341	1.2050	1.0977
0.0616	5.0061	1642	1.2295	0.5341	1.2295	1.1088
0.0616	5.0122	1644	1.1921	0.5593	1.1921	1.0918
0.0616	5.0183	1646	1.1001	0.5645	1.1001	1.0488
0.0616	5.0244	1648	1.0305	0.5426	1.0305	1.0151
0.0616	5.0305	1650	0.9833	0.5588	0.9833	0.9916
0.0616	5.0366	1652	0.9553	0.5588	0.9553	0.9774
0.0616	5.0427	1654	0.9429	0.5588	0.9429	0.9710
0.0616	5.0488	1656	0.9750	0.5588	0.9750	0.9874
0.0616	5.0549	1658	1.0218	0.5808	1.0218	1.0108
0.0616	5.0610	1660	1.0535	0.5808	1.0535	1.0264
0.0616	5.0671	1662	1.0643	0.6019	1.0643	1.0317
0.0616	5.0732	1664	1.0634	0.5720	1.0634	1.0312
0.0616	5.0793	1666	1.0122	0.6019	1.0122	1.0061
0.0616	5.0854	1668	0.9785	0.5808	0.9785	0.9892
0.0616	5.0915	1670	0.9810	0.5808	0.9810	0.9904
0.0616	5.0976	1672	1.0194	0.5808	1.0194	1.0097
0.0616	5.1037	1674	1.0320	0.5808	1.0320	1.0159
0.0616	5.1098	1676	1.0292	0.5808	1.0292	1.0145
0.0616	5.1159	1678	1.0351	0.5808	1.0351	1.0174
0.0616	5.1220	1680	1.0152	0.5808	1.0152	1.0076
0.0616	5.1280	1682	0.9651	0.5588	0.9651	0.9824
0.0616	5.1341	1684	0.9395	0.5588	0.9395	0.9693
0.0616	5.1402	1686	0.8999	0.5588	0.8999	0.9486
0.0616	5.1463	1688	0.8945	0.5588	0.8945	0.9458
0.0616	5.1524	1690	0.8996	0.5588	0.8996	0.9485
0.0616	5.1585	1692	0.9286	0.5588	0.9286	0.9636
0.0616	5.1646	1694	0.9773	0.5588	0.9773	0.9886
0.0616	5.1707	1696	1.0273	0.5588	1.0273	1.0136
0.0616	5.1768	1698	1.0470	0.5426	1.0470	1.0232
0.0616	5.1829	1700	1.0721	0.5426	1.0721	1.0354
0.0616	5.1890	1702	1.0705	0.5426	1.0705	1.0347
0.0616	5.1951	1704	1.0607	0.5426	1.0607	1.0299
0.0616	5.2012	1706	1.0595	0.5426	1.0595	1.0293
0.0616	5.2073	1708	1.0581	0.5426	1.0581	1.0287
0.0616	5.2134	1710	1.0358	0.5808	1.0358	1.0177
0.0616	5.2195	1712	1.0056	0.5808	1.0056	1.0028
0.0616	5.2256	1714	0.9664	0.5808	0.9664	0.9830
0.0616	5.2317	1716	0.9786	0.5808	0.9786	0.9892
0.0616	5.2378	1718	0.9729	0.5808	0.9729	0.9863
0.0616	5.2439	1720	0.9725	0.5808	0.9725	0.9862
0.0616	5.25	1722	0.9355	0.5808	0.9355	0.9672
0.0616	5.2561	1724	0.9232	0.5808	0.9232	0.9608
0.0616	5.2622	1726	0.9030	0.5808	0.9030	0.9503
0.0616	5.2683	1728	0.8846	0.5613	0.8846	0.9405
0.0616	5.2744	1730	0.8692	0.5613	0.8692	0.9323
0.0616	5.2805	1732	0.8891	0.5965	0.8891	0.9429
0.0616	5.2866	1734	0.9519	0.6005	0.9519	0.9757
0.0616	5.2927	1736	1.0101	0.5512	1.0101	1.0050
0.0616	5.2988	1738	1.0317	0.5512	1.0317	1.0157
0.0616	5.3049	1740	1.0477	0.5512	1.0477	1.0236
0.0616	5.3110	1742	1.0111	0.5511	1.0111	1.0055
0.0616	5.3171	1744	0.9246	0.5858	0.9246	0.9616
0.0616	5.3232	1746	0.8383	0.6512	0.8383	0.9156
0.0616	5.3293	1748	0.7737	0.6361	0.7737	0.8796
0.0616	5.3354	1750	0.7176	0.7180	0.7176	0.8471
0.0616	5.3415	1752	0.7060	0.7180	0.7060	0.8402
0.0616	5.3476	1754	0.7177	0.7180	0.7177	0.8472
0.0616	5.3537	1756	0.7489	0.6492	0.7489	0.8654
0.0616	5.3598	1758	0.7749	0.6492	0.7749	0.8803
0.0616	5.3659	1760	0.8095	0.5986	0.8095	0.8997
0.0616	5.3720	1762	0.8289	0.5986	0.8289	0.9104
0.0616	5.3780	1764	0.8327	0.5986	0.8327	0.9125
0.0616	5.3841	1766	0.8533	0.5986	0.8533	0.9237
0.0616	5.3902	1768	0.8430	0.5986	0.8430	0.9181
0.0616	5.3963	1770	0.8038	0.6492	0.8038	0.8966
0.0616	5.4024	1772	0.7651	0.6492	0.7651	0.8747
0.0616	5.4085	1774	0.7303	0.6975	0.7303	0.8546
0.0616	5.4146	1776	0.7235	0.6975	0.7235	0.8506
0.0616	5.4207	1778	0.7312	0.6918	0.7312	0.8551
0.0616	5.4268	1780	0.7447	0.6622	0.7447	0.8630
0.0616	5.4329	1782	0.7775	0.5986	0.7775	0.8818
0.0616	5.4390	1784	0.7941	0.5986	0.7941	0.8911
0.0616	5.4451	1786	0.7790	0.5986	0.7790	0.8826
0.0616	5.4512	1788	0.7555	0.5986	0.7555	0.8692
0.0616	5.4573	1790	0.7394	0.6119	0.7394	0.8599
0.0616	5.4634	1792	0.7531	0.6119	0.7531	0.8678
0.0616	5.4695	1794	0.7689	0.5986	0.7689	0.8769
0.0616	5.4756	1796	0.7910	0.6	0.7910	0.8894
0.0616	5.4817	1798	0.7948	0.6	0.7948	0.8915
0.0616	5.4878	1800	0.7923	0.6	0.7923	0.8901
0.0616	5.4939	1802	0.8046	0.6	0.8046	0.8970
0.0616	5.5	1804	0.7943	0.6209	0.7943	0.8912
0.0616	5.5061	1806	0.7848	0.6209	0.7848	0.8859
0.0616	5.5122	1808	0.7695	0.6	0.7695	0.8772
0.0616	5.5183	1810	0.7730	0.6	0.7730	0.8792
0.0616	5.5244	1812	0.7740	0.5781	0.7740	0.8798
0.0616	5.5305	1814	0.7856	0.5781	0.7856	0.8864
0.0616	5.5366	1816	0.7946	0.6076	0.7946	0.8914
0.0616	5.5427	1818	0.8223	0.5897	0.8223	0.9068
0.0616	5.5488	1820	0.8359	0.5726	0.8359	0.9143
0.0616	5.5549	1822	0.8292	0.5897	0.8292	0.9106
0.0616	5.5610	1824	0.8121	0.5781	0.8121	0.9012
0.0616	5.5671	1826	0.8005	0.5781	0.8005	0.8947
0.0616	5.5732	1828	0.7790	0.5781	0.7790	0.8826
0.0616	5.5793	1830	0.7504	0.6217	0.7504	0.8663
0.0616	5.5854	1832	0.7490	0.5921	0.7490	0.8655
0.0616	5.5915	1834	0.7628	0.5781	0.7628	0.8734
0.0616	5.5976	1836	0.7461	0.5909	0.7461	0.8637
0.0616	5.6037	1838	0.7258	0.6425	0.7258	0.8519
0.0616	5.6098	1840	0.7140	0.6471	0.7140	0.8450
0.0616	5.6159	1842	0.6924	0.6914	0.6924	0.8321
0.0616	5.6220	1844	0.6875	0.6606	0.6875	0.8292
0.0616	5.6280	1846	0.7014	0.6606	0.7014	0.8375
0.0616	5.6341	1848	0.7398	0.6751	0.7398	0.8601
0.0616	5.6402	1850	0.7883	0.6557	0.7883	0.8878
0.0616	5.6463	1852	0.8137	0.6190	0.8137	0.9020
0.0616	5.6524	1854	0.8197	0.6190	0.8197	0.9054
0.0616	5.6585	1856	0.8455	0.6190	0.8455	0.9195
0.0616	5.6646	1858	0.8488	0.6190	0.8488	0.9213
0.0616	5.6707	1860	0.8909	0.6209	0.8909	0.9439
0.0616	5.6768	1862	0.9031	0.5831	0.9031	0.9503
0.0616	5.6829	1864	0.8789	0.5613	0.8789	0.9375
0.0616	5.6890	1866	0.8444	0.6	0.8444	0.9189
0.0616	5.6951	1868	0.8028	0.5781	0.8028	0.8960
0.0616	5.7012	1870	0.7919	0.5773	0.7919	0.8899
0.0616	5.7073	1872	0.7876	0.5986	0.7876	0.8875
0.0616	5.7134	1874	0.7930	0.5986	0.7930	0.8905
0.0616	5.7195	1876	0.8092	0.5986	0.8092	0.8996
0.0616	5.7256	1878	0.8366	0.6190	0.8366	0.9146
0.0616	5.7317	1880	0.8763	0.6040	0.8763	0.9361
0.0616	5.7378	1882	0.9113	0.6040	0.9113	0.9546
0.0616	5.7439	1884	0.9171	0.6040	0.9171	0.9576
0.0616	5.75	1886	0.8635	0.6386	0.8635	0.9292
0.0616	5.7561	1888	0.8100	0.6386	0.8100	0.9000
0.0616	5.7622	1890	0.7456	0.6319	0.7456	0.8635
0.0616	5.7683	1892	0.7068	0.6937	0.7068	0.8407
0.0616	5.7744	1894	0.6591	0.6803	0.6591	0.8118
0.0616	5.7805	1896	0.6325	0.7051	0.6325	0.7953
0.0616	5.7866	1898	0.6187	0.6991	0.6187	0.7866
0.0616	5.7927	1900	0.6131	0.6991	0.6131	0.7830
0.0616	5.7988	1902	0.6148	0.6991	0.6148	0.7841
0.0616	5.8049	1904	0.6189	0.6991	0.6189	0.7867
0.0616	5.8110	1906	0.6264	0.6991	0.6264	0.7914
0.0616	5.8171	1908	0.6392	0.6851	0.6392	0.7995
0.0616	5.8232	1910	0.6633	0.6914	0.6633	0.8144
0.0616	5.8293	1912	0.6891	0.6606	0.6891	0.8301
0.0616	5.8354	1914	0.7201	0.6538	0.7201	0.8486
0.0616	5.8415	1916	0.7325	0.6568	0.7325	0.8559
0.0616	5.8476	1918	0.7465	0.6037	0.7465	0.8640
0.0616	5.8537	1920	0.7615	0.6209	0.7615	0.8726
0.0616	5.8598	1922	0.8027	0.6209	0.8027	0.8959
0.0616	5.8659	1924	0.8330	0.6209	0.8330	0.9127
0.0616	5.8720	1926	0.8268	0.6209	0.8268	0.9093
0.0616	5.8780	1928	0.8038	0.6209	0.8038	0.8965
0.0616	5.8841	1930	0.7826	0.6	0.7826	0.8846
0.0616	5.8902	1932	0.7915	0.6	0.7915	0.8897
0.0616	5.8963	1934	0.7853	0.6	0.7853	0.8861
0.0616	5.9024	1936	0.7706	0.6	0.7706	0.8778
0.0616	5.9085	1938	0.7422	0.6334	0.7422	0.8615
0.0616	5.9146	1940	0.7298	0.6638	0.7298	0.8543
0.0616	5.9207	1942	0.7333	0.6638	0.7333	0.8563
0.0616	5.9268	1944	0.7318	0.6638	0.7318	0.8555
0.0616	5.9329	1946	0.7438	0.6528	0.7438	0.8624
0.0616	5.9390	1948	0.7619	0.6037	0.7619	0.8729
0.0616	5.9451	1950	0.8109	0.6	0.8109	0.9005
0.0616	5.9512	1952	0.8525	0.6410	0.8525	0.9233
0.0616	5.9573	1954	0.8661	0.6410	0.8661	0.9307
0.0616	5.9634	1956	0.8475	0.6410	0.8475	0.9206
0.0616	5.9695	1958	0.8019	0.6	0.8019	0.8955
0.0616	5.9756	1960	0.7799	0.6	0.7799	0.8831
0.0616	5.9817	1962	0.7606	0.6037	0.7606	0.8721
0.0616	5.9878	1964	0.7474	0.6431	0.7474	0.8645
0.0616	5.9939	1966	0.7530	0.6739	0.7530	0.8678
0.0616	6.0	1968	0.7476	0.6879	0.7476	0.8646
0.0616	6.0061	1970	0.7532	0.6116	0.7532	0.8679
0.0616	6.0122	1972	0.7458	0.6116	0.7458	0.8636
0.0616	6.0183	1974	0.7303	0.6638	0.7303	0.8546
0.0616	6.0244	1976	0.7189	0.6638	0.7189	0.8479
0.0616	6.0305	1978	0.7231	0.6638	0.7231	0.8504
0.0616	6.0366	1980	0.7433	0.6638	0.7433	0.8622
0.0616	6.0427	1982	0.7680	0.5641	0.7680	0.8764
0.0616	6.0488	1984	0.8057	0.5641	0.8057	0.8976
0.0616	6.0549	1986	0.8367	0.5613	0.8367	0.9147
0.0616	6.0610	1988	0.8483	0.5831	0.8483	0.9210
0.0616	6.0671	1990	0.8505	0.5831	0.8505	0.9222
0.0616	6.0732	1992	0.8647	0.5831	0.8647	0.9299
0.0616	6.0793	1994	0.8493	0.5641	0.8493	0.9216
0.0616	6.0854	1996	0.8104	0.5641	0.8104	0.9002
0.0616	6.0915	1998	0.7626	0.6116	0.7626	0.8733
0.0515	6.0976	2000	0.7401	0.6672	0.7401	0.8603
0.0515	6.1037	2002	0.7192	0.6777	0.7192	0.8481
0.0515	6.1098	2004	0.7141	0.6803	0.7141	0.8450
0.0515	6.1159	2006	0.7404	0.6538	0.7404	0.8604
0.0515	6.1220	2008	0.7833	0.6190	0.7833	0.8851
0.0515	6.1280	2010	0.8232	0.6153	0.8232	0.9073
0.0515	6.1341	2012	0.8315	0.6153	0.8315	0.9119
0.0515	6.1402	2014	0.8230	0.6153	0.8230	0.9072
0.0515	6.1463	2016	0.7881	0.6557	0.7881	0.8878
0.0515	6.1524	2018	0.7780	0.6557	0.7780	0.8821
0.0515	6.1585	2020	0.7543	0.6937	0.7543	0.8685
0.0515	6.1646	2022	0.7410	0.6751	0.7410	0.8608
0.0515	6.1707	2024	0.7263	0.688	0.7263	0.8522
0.0515	6.1768	2026	0.7258	0.688	0.7258	0.8519
0.0515	6.1829	2028	0.7256	0.688	0.7256	0.8518
0.0515	6.1890	2030	0.7226	0.6671	0.7226	0.8501
0.0515	6.1951	2032	0.7284	0.6671	0.7284	0.8535
0.0515	6.2012	2034	0.7357	0.6671	0.7357	0.8577
0.0515	6.2073	2036	0.7548	0.6431	0.7548	0.8688
0.0515	6.2134	2038	0.7678	0.6431	0.7678	0.8762
0.0515	6.2195	2040	0.7729	0.6431	0.7729	0.8791
0.0515	6.2256	2042	0.7841	0.6037	0.7841	0.8855
0.0515	6.2317	2044	0.7866	0.6037	0.7866	0.8869
0.0515	6.2378	2046	0.7866	0.6037	0.7866	0.8869
0.0515	6.2439	2048	0.7759	0.6431	0.7759	0.8808
0.0515	6.25	2050	0.7749	0.6431	0.7749	0.8803
0.0515	6.2561	2052	0.7677	0.6568	0.7677	0.8762
0.0515	6.2622	2054	0.7730	0.6431	0.7730	0.8792
0.0515	6.2683	2056	0.7949	0.6037	0.7949	0.8916
0.0515	6.2744	2058	0.8182	0.5641	0.8182	0.9045
0.0515	6.2805	2060	0.8225	0.5641	0.8225	0.9069
0.0515	6.2866	2062	0.8117	0.5814	0.8117	0.9009
0.0515	6.2927	2064	0.8079	0.5814	0.8079	0.8988
0.0515	6.2988	2066	0.7913	0.5884	0.7913	0.8895
0.0515	6.3049	2068	0.7631	0.6455	0.7631	0.8735
0.0515	6.3110	2070	0.7272	0.6081	0.7272	0.8528
0.0515	6.3171	2072	0.7052	0.6228	0.7052	0.8398
0.0515	6.3232	2074	0.6863	0.6228	0.6863	0.8285
0.0515	6.3293	2076	0.6679	0.6228	0.6679	0.8172
0.0515	6.3354	2078	0.6579	0.6711	0.6579	0.8111
0.0515	6.3415	2080	0.6648	0.6914	0.6648	0.8153
0.0515	6.3476	2082	0.6965	0.6803	0.6965	0.8346
0.0515	6.3537	2084	0.7472	0.6319	0.7472	0.8644
0.0515	6.3598	2086	0.8245	0.5792	0.8245	0.9080
0.0515	6.3659	2088	0.8876	0.6005	0.8876	0.9421
0.0515	6.3720	2090	0.9304	0.6005	0.9304	0.9646
0.0515	6.3780	2092	0.9525	0.5877	0.9525	0.9760
0.0515	6.3841	2094	0.9380	0.5877	0.9380	0.9685
0.0515	6.3902	2096	0.9285	0.5877	0.9285	0.9636
0.0515	6.3963	2098	0.9416	0.5877	0.9416	0.9703
0.0515	6.4024	2100	0.9620	0.5877	0.9620	0.9808
0.0515	6.4085	2102	0.9698	0.5618	0.9698	0.9848
0.0515	6.4146	2104	0.9636	0.5618	0.9636	0.9816
0.0515	6.4207	2106	0.9747	0.5618	0.9747	0.9873
0.0515	6.4268	2108	0.9612	0.5645	0.9612	0.9804
0.0515	6.4329	2110	0.9447	0.6019	0.9447	0.9719
0.0515	6.4390	2112	0.9308	0.5877	0.9308	0.9648
0.0515	6.4451	2114	0.9106	0.5909	0.9106	0.9542
0.0515	6.4512	2116	0.8914	0.5831	0.8914	0.9441
0.0515	6.4573	2118	0.8893	0.6005	0.8893	0.9430
0.0515	6.4634	2120	0.8840	0.6005	0.8840	0.9402
0.0515	6.4695	2122	0.8465	0.5613	0.8465	0.9201
0.0515	6.4756	2124	0.8120	0.5613	0.8120	0.9011
0.0515	6.4817	2126	0.7905	0.6	0.7905	0.8891
0.0515	6.4878	2128	0.7713	0.6037	0.7713	0.8782
0.0515	6.4939	2130	0.7643	0.6116	0.7643	0.8743
0.0515	6.5	2132	0.7636	0.6116	0.7636	0.8738
0.0515	6.5061	2134	0.7792	0.6337	0.7792	0.8827
0.0515	6.5122	2136	0.8018	0.6	0.8018	0.8954
0.0515	6.5183	2138	0.8259	0.6	0.8259	0.9088
0.0515	6.5244	2140	0.8453	0.5831	0.8453	0.9194
0.0515	6.5305	2142	0.8489	0.5831	0.8489	0.9214
0.0515	6.5366	2144	0.8304	0.5613	0.8304	0.9113
0.0515	6.5427	2146	0.7955	0.6	0.7955	0.8919
0.0515	6.5488	2148	0.7595	0.6739	0.7595	0.8715
0.0515	6.5549	2150	0.7364	0.6672	0.7364	0.8581
0.0515	6.5610	2152	0.7273	0.6672	0.7273	0.8528
0.0515	6.5671	2154	0.7117	0.6814	0.7117	0.8436
0.0515	6.5732	2156	0.7057	0.6814	0.7057	0.8401
0.0515	6.5793	2158	0.7135	0.6814	0.7135	0.8447
0.0515	6.5854	2160	0.7257	0.6739	0.7257	0.8519
0.0515	6.5915	2162	0.7377	0.6739	0.7377	0.8589
0.0515	6.5976	2164	0.7545	0.6431	0.7545	0.8686
0.0515	6.6037	2166	0.7867	0.6	0.7867	0.8870
0.0515	6.6098	2168	0.8093	0.6	0.8093	0.8996
0.0515	6.6159	2170	0.8175	0.6	0.8175	0.9042
0.0515	6.6220	2172	0.8235	0.6	0.8235	0.9075
0.0515	6.6280	2174	0.8161	0.6	0.8161	0.9034
0.0515	6.6341	2176	0.8013	0.6	0.8013	0.8952
0.0515	6.6402	2178	0.8092	0.6	0.8092	0.8995
0.0515	6.6463	2180	0.8432	0.5613	0.8432	0.9182
0.0515	6.6524	2182	0.9044	0.5451	0.9044	0.9510
0.0515	6.6585	2184	0.9573	0.5295	0.9573	0.9784
0.0515	6.6646	2186	0.9774	0.5618	0.9774	0.9887
0.0515	6.6707	2188	0.9710	0.5618	0.9710	0.9854
0.0515	6.6768	2190	0.9629	0.5618	0.9629	0.9813
0.0515	6.6829	2192	0.9385	0.5295	0.9385	0.9688
0.0515	6.6890	2194	0.9015	0.5084	0.9015	0.9495
0.0515	6.6951	2196	0.8756	0.5475	0.8756	0.9357
0.0515	6.7012	2198	0.8686	0.5475	0.8686	0.9320
0.0515	6.7073	2200	0.8631	0.5475	0.8631	0.9290
0.0515	6.7134	2202	0.8790	0.5668	0.8790	0.9375
0.0515	6.7195	2204	0.9038	0.5295	0.9038	0.9507
0.0515	6.7256	2206	0.9222	0.5295	0.9222	0.9603
0.0515	6.7317	2208	0.9565	0.5512	0.9565	0.9780
0.0515	6.7378	2210	1.0115	0.5618	1.0115	1.0058
0.0515	6.7439	2212	1.0463	0.5618	1.0463	1.0229
0.0515	6.75	2214	1.0743	0.5593	1.0743	1.0365
0.0515	6.7561	2216	1.0913	0.5593	1.0913	1.0447
0.0515	6.7622	2218	1.0902	0.5593	1.0902	1.0441
0.0515	6.7683	2220	1.0518	0.5618	1.0518	1.0256
0.0515	6.7744	2222	0.9932	0.5403	0.9932	0.9966
0.0515	6.7805	2224	0.9674	0.5403	0.9674	0.9836
0.0515	6.7866	2226	0.9692	0.5403	0.9692	0.9845
0.0515	6.7927	2228	0.9817	0.5403	0.9817	0.9908
0.0515	6.7988	2230	1.0009	0.5403	1.0009	1.0005
0.0515	6.8049	2232	0.9884	0.5403	0.9884	0.9942
0.0515	6.8110	2234	0.9669	0.5403	0.9669	0.9833
0.0515	6.8171	2236	0.9526	0.5403	0.9526	0.9760
0.0515	6.8232	2238	0.9284	0.5426	0.9284	0.9635
0.0515	6.8293	2240	0.9073	0.5426	0.9073	0.9525
0.0515	6.8354	2242	0.8869	0.5426	0.8869	0.9417
0.0515	6.8415	2244	0.8871	0.5426	0.8871	0.9419
0.0515	6.8476	2246	0.8796	0.5426	0.8796	0.9379
0.0515	6.8537	2248	0.8768	0.5426	0.8768	0.9364
0.0515	6.8598	2250	0.8508	0.5084	0.8508	0.9224
0.0515	6.8659	2252	0.8075	0.55	0.8075	0.8986
0.0515	6.8720	2254	0.7677	0.6195	0.7677	0.8762
0.0515	6.8780	2256	0.7480	0.6478	0.7480	0.8648
0.0515	6.8841	2258	0.7389	0.6478	0.7389	0.8596
0.0515	6.8902	2260	0.7451	0.6478	0.7451	0.8632
0.0515	6.8963	2262	0.7760	0.55	0.7760	0.8809
0.0515	6.9024	2264	0.7970	0.5726	0.7970	0.8927
0.0515	6.9085	2266	0.8216	0.5697	0.8216	0.9064
0.0515	6.9146	2268	0.8345	0.5697	0.8345	0.9135
0.0515	6.9207	2270	0.8280	0.5697	0.8280	0.9099
0.0515	6.9268	2272	0.8057	0.5726	0.8057	0.8976
0.0515	6.9329	2274	0.8176	0.5697	0.8176	0.9042
0.0515	6.9390	2276	0.8392	0.5697	0.8392	0.9161
0.0515	6.9451	2278	0.8592	0.5315	0.8592	0.9269
0.0515	6.9512	2280	0.8879	0.5536	0.8879	0.9423
0.0515	6.9573	2282	0.8999	0.5645	0.8999	0.9486
0.0515	6.9634	2284	0.8820	0.5536	0.8820	0.9392
0.0515	6.9695	2286	0.8945	0.5512	0.8945	0.9458
0.0515	6.9756	2288	0.9123	0.5618	0.9123	0.9551
0.0515	6.9817	2290	0.9162	0.5618	0.9162	0.9572
0.0515	6.9878	2292	0.8875	0.5618	0.8875	0.9421
0.0515	6.9939	2294	0.8523	0.5295	0.8523	0.9232
0.0515	7.0	2296	0.8319	0.5295	0.8319	0.9121
0.0515	7.0061	2298	0.8115	0.5697	0.8115	0.9009
0.0515	7.0122	2300	0.8150	0.5697	0.8150	0.9028
0.0515	7.0183	2302	0.8171	0.5697	0.8171	0.9039
0.0515	7.0244	2304	0.8171	0.5697	0.8171	0.9039
0.0515	7.0305	2306	0.8243	0.5697	0.8243	0.9079
0.0515	7.0366	2308	0.8492	0.5295	0.8492	0.9215
0.0515	7.0427	2310	0.8804	0.5403	0.8804	0.9383
0.0515	7.0488	2312	0.9266	0.5403	0.9266	0.9626
0.0515	7.0549	2314	0.9788	0.5618	0.9788	0.9893
0.0515	7.0610	2316	1.0310	0.5378	1.0310	1.0154
0.0515	7.0671	2318	1.0723	0.5378	1.0723	1.0355
0.0515	7.0732	2320	1.0710	0.5378	1.0710	1.0349
0.0515	7.0793	2322	1.0628	0.5378	1.0628	1.0309
0.0515	7.0854	2324	1.0295	0.5378	1.0295	1.0147
0.0515	7.0915	2326	0.9882	0.5618	0.9882	0.9941
0.0515	7.0976	2328	0.9261	0.5403	0.9261	0.9624
0.0515	7.1037	2330	0.8540	0.5315	0.8540	0.9241
0.0515	7.1098	2332	0.8021	0.55	0.8021	0.8956
0.0515	7.1159	2334	0.7706	0.5897	0.7706	0.8779
0.0515	7.1220	2336	0.7566	0.6337	0.7566	0.8698
0.0515	7.1280	2338	0.7485	0.6337	0.7485	0.8651
0.0515	7.1341	2340	0.7515	0.6337	0.7515	0.8669
0.0515	7.1402	2342	0.7589	0.6037	0.7589	0.8711
0.0515	7.1463	2344	0.7682	0.6037	0.7682	0.8764
0.0515	7.1524	2346	0.7661	0.6037	0.7661	0.8753
0.0515	7.1585	2348	0.7690	0.6037	0.7690	0.8769
0.0515	7.1646	2350	0.7854	0.6037	0.7854	0.8862
0.0515	7.1707	2352	0.7949	0.5864	0.7949	0.8916
0.0515	7.1768	2354	0.8089	0.6040	0.8089	0.8994
0.0515	7.1829	2356	0.8370	0.5877	0.8370	0.9149
0.0515	7.1890	2358	0.8502	0.5877	0.8502	0.9221
0.0515	7.1951	2360	0.8635	0.5877	0.8635	0.9293
0.0515	7.2012	2362	0.8479	0.5877	0.8479	0.9208
0.0515	7.2073	2364	0.8040	0.6114	0.8040	0.8967
0.0515	7.2134	2366	0.7610	0.6037	0.7610	0.8724
0.0515	7.2195	2368	0.7430	0.6478	0.7430	0.8620
0.0515	7.2256	2370	0.7345	0.6478	0.7345	0.8570
0.0515	7.2317	2372	0.7258	0.6618	0.7258	0.8519
0.0515	7.2378	2374	0.7124	0.6618	0.7124	0.8440
0.0515	7.2439	2376	0.7040	0.7017	0.7040	0.8390
0.0515	7.25	2378	0.7008	0.7017	0.7008	0.8372
0.0515	7.2561	2380	0.7043	0.7017	0.7043	0.8392
0.0515	7.2622	2382	0.7013	0.7017	0.7013	0.8375
0.0515	7.2683	2384	0.7131	0.6618	0.7131	0.8444
0.0515	7.2744	2386	0.7307	0.6314	0.7307	0.8548
0.0515	7.2805	2388	0.7564	0.6176	0.7564	0.8697
0.0515	7.2866	2390	0.7683	0.6209	0.7683	0.8766
0.0515	7.2927	2392	0.7773	0.6209	0.7773	0.8816
0.0515	7.2988	2394	0.7748	0.625	0.7748	0.8802
0.0515	7.3049	2396	0.7603	0.6176	0.7603	0.8720
0.0515	7.3110	2398	0.7430	0.6314	0.7430	0.8620
0.0515	7.3171	2400	0.7347	0.6314	0.7347	0.8571
0.0515	7.3232	2402	0.7261	0.6618	0.7261	0.8521
0.0515	7.3293	2404	0.7295	0.6618	0.7295	0.8541
0.0515	7.3354	2406	0.7321	0.6314	0.7321	0.8556
0.0515	7.3415	2408	0.7299	0.6314	0.7299	0.8543
0.0515	7.3476	2410	0.7283	0.6314	0.7283	0.8534
0.0515	7.3537	2412	0.7252	0.6671	0.7252	0.8516
0.0515	7.3598	2414	0.7364	0.6314	0.7364	0.8582
0.0515	7.3659	2416	0.7543	0.6037	0.7543	0.8685
0.0515	7.3720	2418	0.7800	0.6	0.7800	0.8832
0.0515	7.3780	2420	0.8094	0.5965	0.8094	0.8997
0.0515	7.3841	2422	0.8274	0.5965	0.8274	0.9096
0.0515	7.3902	2424	0.8613	0.5800	0.8613	0.9281
0.0515	7.3963	2426	0.8789	0.5877	0.8789	0.9375
0.0515	7.4024	2428	0.8951	0.5877	0.8951	0.9461
0.0515	7.4085	2430	0.8880	0.5668	0.8880	0.9423
0.0515	7.4146	2432	0.8838	0.5451	0.8838	0.9401
0.0515	7.4207	2434	0.8921	0.5451	0.8921	0.9445
0.0515	7.4268	2436	0.9032	0.5668	0.9032	0.9504
0.0515	7.4329	2438	0.9115	0.5512	0.9115	0.9547
0.0515	7.4390	2440	0.9158	0.5512	0.9158	0.9570
0.0515	7.4451	2442	0.9106	0.5877	0.9106	0.9542
0.0515	7.4512	2444	0.8906	0.5877	0.8906	0.9437
0.0515	7.4573	2446	0.8566	0.6005	0.8566	0.9255
0.0515	7.4634	2448	0.8302	0.5965	0.8302	0.9112
0.0515	7.4695	2450	0.8111	0.5965	0.8111	0.9006
0.0515	7.4756	2452	0.8067	0.5965	0.8067	0.8982
0.0515	7.4817	2454	0.7966	0.5965	0.7966	0.8925
0.0515	7.4878	2456	0.7736	0.5965	0.7736	0.8795
0.0515	7.4939	2458	0.7426	0.6385	0.7426	0.8617
0.0515	7.5	2460	0.7160	0.6568	0.7160	0.8462
0.0515	7.5061	2462	0.6951	0.6671	0.6951	0.8338
0.0515	7.5122	2464	0.6891	0.6704	0.6891	0.8301
0.0515	7.5183	2466	0.6858	0.7017	0.6858	0.8281
0.0515	7.5244	2468	0.6860	0.7017	0.6860	0.8283
0.0515	7.5305	2470	0.6972	0.7017	0.6972	0.8350

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

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