ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k80_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k80_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k80_task1_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 4, 2024
Updated: Dec 4, 2024
SHA: 9a4d7f61

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k80_task1_organization

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

Loss: 0.8506
Qwk: 0.55
Mse: 0.8506
Rmse: 0.9223

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	0.0030	2	4.6539	-0.0084	4.6539	2.1573
No log	0.0060	4	2.8500	0.0482	2.8500	1.6882
No log	0.0090	6	1.6418	0.1254	1.6418	1.2813
No log	0.0120	8	1.2070	0.0625	1.2070	1.0986
No log	0.0151	10	1.2052	0.2198	1.2052	1.0978
No log	0.0181	12	1.5949	0.1909	1.5949	1.2629
No log	0.0211	14	1.5744	-0.0017	1.5744	1.2548
No log	0.0241	16	1.4149	0.0787	1.4149	1.1895
No log	0.0271	18	1.7393	0.1361	1.7393	1.3188
No log	0.0301	20	2.7723	0.0680	2.7723	1.6650
No log	0.0331	22	2.9911	0.0680	2.9911	1.7295
No log	0.0361	24	2.7561	0.0680	2.7561	1.6601
No log	0.0392	26	2.4308	0.0441	2.4308	1.5591
No log	0.0422	28	2.2657	0.0686	2.2657	1.5052
No log	0.0452	30	2.0874	0.0912	2.0874	1.4448
No log	0.0482	32	2.1154	0.1569	2.1154	1.4545
No log	0.0512	34	2.5157	0.0680	2.5157	1.5861
No log	0.0542	36	2.5748	0.0563	2.5748	1.6046
No log	0.0572	38	2.1746	0.1220	2.1746	1.4746
No log	0.0602	40	1.5693	0.2841	1.5693	1.2527
No log	0.0633	42	1.3760	0.25	1.3760	1.1730
No log	0.0663	44	1.4968	0.2917	1.4968	1.2234
No log	0.0693	46	2.1198	0.2213	2.1198	1.4560
No log	0.0723	48	2.7859	0.1613	2.7859	1.6691
No log	0.0753	50	2.7051	0.1433	2.7051	1.6447
No log	0.0783	52	2.1489	0.1898	2.1489	1.4659
No log	0.0813	54	1.4425	0.3250	1.4425	1.2010
No log	0.0843	56	1.0974	0.2059	1.0974	1.0475
No log	0.0873	58	1.0553	0.3703	1.0553	1.0273
No log	0.0904	60	1.1474	0.3491	1.1474	1.0712
No log	0.0934	62	1.5286	0.3276	1.5286	1.2364
No log	0.0964	64	2.1285	0.2213	2.1285	1.4589
No log	0.0994	66	2.5105	0.1747	2.5105	1.5844
No log	0.1024	68	2.7036	0.1296	2.7036	1.6443
No log	0.1054	70	2.6517	0.1278	2.6517	1.6284
No log	0.1084	72	2.2065	0.1799	2.2065	1.4854
No log	0.1114	74	2.0253	0.1964	2.0253	1.4231
No log	0.1145	76	1.6865	0.3219	1.6865	1.2986
No log	0.1175	78	1.7385	0.3077	1.7385	1.3185
No log	0.1205	80	2.0866	0.2822	2.0866	1.4445
No log	0.1235	82	2.4952	0.1839	2.4952	1.5796
No log	0.1265	84	2.3979	0.1850	2.3979	1.5485
No log	0.1295	86	2.0804	0.2380	2.0804	1.4424
No log	0.1325	88	1.5834	0.3819	1.5834	1.2583
No log	0.1355	90	1.2854	0.3940	1.2854	1.1338
No log	0.1386	92	1.3447	0.3806	1.3447	1.1596
No log	0.1416	94	1.8075	0.2537	1.8075	1.3444
No log	0.1446	96	2.3187	0.2485	2.3187	1.5227
No log	0.1476	98	2.4345	0.2162	2.4345	1.5603
No log	0.1506	100	2.3458	0.2306	2.3458	1.5316
No log	0.1536	102	1.7927	0.2732	1.7927	1.3389
No log	0.1566	104	1.6949	0.2925	1.6949	1.3019
No log	0.1596	106	2.0960	0.2516	2.0960	1.4477
No log	0.1627	108	2.7035	0.2026	2.7035	1.6442
No log	0.1657	110	2.7400	0.2475	2.7400	1.6553
No log	0.1687	112	2.1523	0.2500	2.1523	1.4671
No log	0.1717	114	1.5067	0.3145	1.5067	1.2275
No log	0.1747	116	1.4999	0.3145	1.4999	1.2247
No log	0.1777	118	1.9795	0.3006	1.9795	1.4069
No log	0.1807	120	2.4193	0.2446	2.4193	1.5554
No log	0.1837	122	2.4648	0.2458	2.4648	1.5700
No log	0.1867	124	2.0275	0.2552	2.0275	1.4239
No log	0.1898	126	1.6293	0.3368	1.6293	1.2764
No log	0.1928	128	1.6397	0.3368	1.6397	1.2805
No log	0.1958	130	1.9065	0.2537	1.9065	1.3807
No log	0.1988	132	2.2801	0.2617	2.2801	1.5100
No log	0.2018	134	2.4208	0.2458	2.4208	1.5559
No log	0.2048	136	2.6010	0.1804	2.6010	1.6127
No log	0.2078	138	2.3672	0.2206	2.3672	1.5386
No log	0.2108	140	2.0785	0.1885	2.0785	1.4417
No log	0.2139	142	1.8256	0.2823	1.8256	1.3512
No log	0.2169	144	2.0485	0.3022	2.0485	1.4313
No log	0.2199	146	2.5563	0.2239	2.5563	1.5989
No log	0.2229	148	3.1461	0.1464	3.1461	1.7737
No log	0.2259	150	3.3153	0.1737	3.3153	1.8208
No log	0.2289	152	2.9261	0.1798	2.9261	1.7106
No log	0.2319	154	2.2146	0.1936	2.2146	1.4882
No log	0.2349	156	2.0680	0.1846	2.0680	1.4380
No log	0.2380	158	2.1641	0.2095	2.1641	1.4711
No log	0.2410	160	2.4432	0.1220	2.4432	1.5631
No log	0.2440	162	2.4821	0.1220	2.4821	1.5755
No log	0.2470	164	2.0446	0.2766	2.0446	1.4299
No log	0.25	166	1.8727	0.3387	1.8727	1.3684
No log	0.2530	168	2.2267	0.3470	2.2267	1.4922
No log	0.2560	170	2.5032	0.2773	2.5032	1.5821
No log	0.2590	172	2.2574	0.3172	2.2574	1.5025
No log	0.2620	174	1.5869	0.4049	1.5869	1.2597
No log	0.2651	176	1.4989	0.3589	1.4989	1.2243
No log	0.2681	178	1.5233	0.3589	1.5233	1.2342
No log	0.2711	180	1.8281	0.3789	1.8281	1.3521
No log	0.2741	182	2.1630	0.2339	2.1630	1.4707
No log	0.2771	184	2.4456	0.3101	2.4456	1.5638
No log	0.2801	186	2.6649	0.2709	2.6649	1.6325
No log	0.2831	188	2.5822	0.2664	2.5822	1.6069
No log	0.2861	190	2.6917	0.2709	2.6917	1.6406
No log	0.2892	192	2.8691	0.2177	2.8691	1.6938
No log	0.2922	194	2.7517	0.2439	2.7517	1.6588
No log	0.2952	196	2.0265	0.3171	2.0265	1.4235
No log	0.2982	198	1.6677	0.3516	1.6677	1.2914
No log	0.3012	200	1.8612	0.3461	1.8612	1.3643
No log	0.3042	202	2.1948	0.3628	2.1948	1.4815
No log	0.3072	204	2.3718	0.3638	2.3718	1.5401
No log	0.3102	206	2.5161	0.3071	2.5161	1.5862
No log	0.3133	208	2.2288	0.3421	2.2288	1.4929
No log	0.3163	210	2.0457	0.3070	2.0457	1.4303
No log	0.3193	212	2.4605	0.3356	2.4605	1.5686
No log	0.3223	214	2.6402	0.2794	2.6402	1.6249
No log	0.3253	216	2.1574	0.3090	2.1574	1.4688
No log	0.3283	218	1.8773	0.2640	1.8773	1.3701
No log	0.3313	220	1.9560	0.2820	1.9560	1.3986
No log	0.3343	222	2.2908	0.2793	2.2908	1.5136
No log	0.3373	224	2.7958	0.2548	2.7958	1.6721
No log	0.3404	226	2.9648	0.2288	2.9648	1.7219
No log	0.3434	228	2.7273	0.2669	2.7273	1.6514
No log	0.3464	230	2.2377	0.3258	2.2377	1.4959
No log	0.3494	232	1.9509	0.3268	1.9509	1.3967
No log	0.3524	234	1.8994	0.3268	1.8994	1.3782
No log	0.3554	236	1.8312	0.3696	1.8312	1.3532
No log	0.3584	238	2.2752	0.3495	2.2752	1.5084
No log	0.3614	240	2.3317	0.3638	2.3317	1.5270
No log	0.3645	242	1.6719	0.3910	1.6719	1.2930
No log	0.3675	244	1.2352	0.3774	1.2352	1.1114
No log	0.3705	246	1.2393	0.3553	1.2393	1.1132
No log	0.3735	248	1.6109	0.2993	1.6109	1.2692
No log	0.3765	250	2.1241	0.3208	2.1241	1.4574
No log	0.3795	252	2.8107	0.2794	2.8107	1.6765
No log	0.3825	254	3.1860	0.2194	3.1860	1.7849
No log	0.3855	256	2.7230	0.2794	2.7230	1.6502
No log	0.3886	258	1.8216	0.2993	1.8216	1.3497
No log	0.3916	260	1.3797	0.3555	1.3797	1.1746
No log	0.3946	262	1.3074	0.3445	1.3074	1.1434
No log	0.3976	264	1.6055	0.3526	1.6055	1.2671
No log	0.4006	266	1.9922	0.3488	1.9922	1.4115
No log	0.4036	268	1.8960	0.2983	1.8960	1.3770
No log	0.4066	270	1.5038	0.3382	1.5038	1.2263
No log	0.4096	272	1.3899	0.3697	1.3899	1.1789
No log	0.4127	274	1.3763	0.3930	1.3763	1.1731
No log	0.4157	276	1.4989	0.3697	1.4989	1.2243
No log	0.4187	278	1.7020	0.2855	1.7020	1.3046
No log	0.4217	280	1.9739	0.2923	1.9739	1.4050
No log	0.4247	282	2.0407	0.2768	2.0407	1.4285
No log	0.4277	284	2.0595	0.2768	2.0595	1.4351
No log	0.4307	286	1.9062	0.2937	1.9062	1.3807
No log	0.4337	288	1.6743	0.3059	1.6743	1.2940
No log	0.4367	290	1.7207	0.3371	1.7207	1.3118
No log	0.4398	292	2.0536	0.3366	2.0536	1.4331
No log	0.4428	294	2.3179	0.3380	2.3179	1.5225
No log	0.4458	296	2.2002	0.3380	2.2002	1.4833
No log	0.4488	298	1.9131	0.4079	1.9131	1.3831
No log	0.4518	300	1.9182	0.4246	1.9182	1.3850
No log	0.4548	302	2.3810	0.3222	2.3810	1.5431
No log	0.4578	304	2.9070	0.2691	2.9070	1.7050
No log	0.4608	306	2.8060	0.2576	2.8060	1.6751
No log	0.4639	308	2.7045	0.2576	2.7045	1.6445
No log	0.4669	310	2.1893	0.2500	2.1893	1.4796
No log	0.4699	312	1.6619	0.3433	1.6619	1.2892
No log	0.4729	314	1.4142	0.3325	1.4142	1.1892
No log	0.4759	316	1.3854	0.3115	1.3854	1.1770
No log	0.4789	318	1.6559	0.3571	1.6559	1.2868
No log	0.4819	320	2.2741	0.2626	2.2741	1.5080
No log	0.4849	322	2.5671	0.1964	2.5671	1.6022
No log	0.4880	324	2.5423	0.1964	2.5423	1.5944
No log	0.4910	326	2.7038	0.1681	2.7038	1.6443
No log	0.4940	328	2.3846	0.2059	2.3846	1.5442
No log	0.4970	330	1.9147	0.3732	1.9147	1.3837
No log	0.5	332	1.6212	0.2979	1.6212	1.2733
No log	0.5030	334	1.6114	0.2609	1.6114	1.2694
No log	0.5060	336	1.8519	0.3438	1.8519	1.3608
No log	0.5090	338	2.2656	0.3274	2.2656	1.5052
No log	0.5120	340	2.2802	0.3274	2.2802	1.5100
No log	0.5151	342	1.8979	0.4149	1.8979	1.3776
No log	0.5181	344	1.4799	0.2952	1.4799	1.2165
No log	0.5211	346	1.4082	0.3346	1.4082	1.1867
No log	0.5241	348	1.5964	0.3440	1.5964	1.2635
No log	0.5271	350	2.0502	0.3665	2.0502	1.4318
No log	0.5301	352	2.4154	0.3328	2.4154	1.5542
No log	0.5331	354	2.3073	0.3328	2.3073	1.5190
No log	0.5361	356	1.8898	0.3665	1.8898	1.3747
No log	0.5392	358	1.4111	0.3874	1.4111	1.1879
No log	0.5422	360	1.0181	0.5076	1.0181	1.0090
No log	0.5452	362	0.9293	0.5106	0.9293	0.9640
No log	0.5482	364	0.9639	0.5227	0.9639	0.9818
No log	0.5512	366	1.2248	0.4962	1.2248	1.1067
No log	0.5542	368	1.4586	0.4025	1.4586	1.2077
No log	0.5572	370	1.5081	0.3539	1.5081	1.2280
No log	0.5602	372	1.3800	0.4209	1.3800	1.1748
No log	0.5633	374	1.1226	0.4875	1.1226	1.0595
No log	0.5663	376	1.0172	0.5160	1.0172	1.0086
No log	0.5693	378	1.0187	0.5563	1.0187	1.0093
No log	0.5723	380	1.1140	0.5719	1.1140	1.0554
No log	0.5753	382	1.1299	0.5959	1.1299	1.0630
No log	0.5783	384	1.1210	0.6087	1.1210	1.0588
No log	0.5813	386	1.0262	0.5700	1.0262	1.0130
No log	0.5843	388	1.1433	0.5056	1.1433	1.0693
No log	0.5873	390	1.4522	0.4236	1.4522	1.2051
No log	0.5904	392	1.5723	0.3951	1.5723	1.2539
No log	0.5934	394	1.3861	0.4228	1.3861	1.1773
No log	0.5964	396	1.3118	0.4228	1.3118	1.1453
No log	0.5994	398	1.2280	0.4427	1.2280	1.1081
No log	0.6024	400	1.2263	0.4187	1.2263	1.1074
No log	0.6054	402	1.2288	0.4310	1.2288	1.1085
No log	0.6084	404	1.3847	0.4808	1.3847	1.1767
No log	0.6114	406	1.7544	0.4146	1.7544	1.3245
No log	0.6145	408	1.7981	0.4146	1.7981	1.3410
No log	0.6175	410	1.6057	0.3847	1.6057	1.2672
No log	0.6205	412	1.2807	0.4454	1.2807	1.1317
No log	0.6235	414	1.1949	0.4189	1.1949	1.0931
No log	0.6265	416	1.1719	0.4189	1.1719	1.0826
No log	0.6295	418	1.1719	0.4341	1.1719	1.0825
No log	0.6325	420	1.2795	0.3916	1.2795	1.1312
No log	0.6355	422	1.4227	0.4007	1.4227	1.1928
No log	0.6386	424	1.6736	0.4031	1.6736	1.2937
No log	0.6416	426	2.0180	0.3822	2.0180	1.4206
No log	0.6446	428	2.4186	0.2947	2.4186	1.5552
No log	0.6476	430	2.5131	0.2705	2.5131	1.5853
No log	0.6506	432	2.5251	0.2705	2.5251	1.5891
No log	0.6536	434	2.1702	0.3571	2.1702	1.4732
No log	0.6566	436	1.6391	0.3486	1.6391	1.2803
No log	0.6596	438	1.4674	0.3905	1.4674	1.2114
No log	0.6627	440	1.6211	0.3417	1.6211	1.2732
No log	0.6657	442	2.1557	0.3830	2.1557	1.4682
No log	0.6687	444	2.6427	0.3356	2.6427	1.6256
No log	0.6717	446	2.5572	0.3238	2.5572	1.5991
No log	0.6747	448	2.1410	0.2769	2.1410	1.4632
No log	0.6777	450	1.9394	0.2764	1.9394	1.3926
No log	0.6807	452	1.7750	0.2855	1.7750	1.3323
No log	0.6837	454	1.8359	0.2796	1.8359	1.3550
No log	0.6867	456	2.1602	0.3077	2.1602	1.4698
No log	0.6898	458	2.3168	0.3483	2.3168	1.5221
No log	0.6928	460	2.0160	0.3521	2.0160	1.4199
No log	0.6958	462	1.6563	0.3259	1.6563	1.2870
No log	0.6988	464	1.5628	0.3544	1.5628	1.2501
No log	0.7018	466	1.6848	0.3259	1.6848	1.2980
No log	0.7048	468	2.0575	0.3366	2.0575	1.4344
No log	0.7078	470	2.1470	0.3366	2.1470	1.4653
No log	0.7108	472	1.9269	0.2940	1.9269	1.3881
No log	0.7139	474	1.8503	0.2608	1.8503	1.3603
No log	0.7169	476	1.8677	0.2466	1.8677	1.3667
No log	0.7199	478	1.6387	0.3389	1.6387	1.2801
No log	0.7229	480	1.5302	0.3686	1.5302	1.2370
No log	0.7259	482	1.5479	0.4130	1.5479	1.2442
No log	0.7289	484	1.7363	0.4319	1.7363	1.3177
No log	0.7319	486	1.7430	0.4025	1.7430	1.3202
No log	0.7349	488	1.7424	0.4025	1.7424	1.3200
No log	0.7380	490	1.9034	0.3362	1.9034	1.3796
No log	0.7410	492	1.9483	0.3050	1.9483	1.3958
No log	0.7440	494	1.9752	0.2608	1.9752	1.4054
No log	0.7470	496	1.9144	0.2436	1.9144	1.3836
No log	0.75	498	1.8927	0.2548	1.8927	1.3758
0.4966	0.7530	500	2.0750	0.2917	2.0750	1.4405
0.4966	0.7560	502	1.9253	0.3170	1.9253	1.3876
0.4966	0.7590	504	1.7700	0.3170	1.7700	1.3304
0.4966	0.7620	506	1.4550	0.3382	1.4550	1.2062
0.4966	0.7651	508	1.3637	0.3888	1.3637	1.1678
0.4966	0.7681	510	1.5303	0.4126	1.5303	1.2371
0.4966	0.7711	512	1.8663	0.3494	1.8663	1.3661
0.4966	0.7741	514	1.8479	0.3508	1.8479	1.3594
0.4966	0.7771	516	1.5217	0.3698	1.5217	1.2336
0.4966	0.7801	518	1.3845	0.3142	1.3845	1.1767
0.4966	0.7831	520	1.3341	0.3142	1.3341	1.1551
0.4966	0.7861	522	1.5267	0.3501	1.5267	1.2356
0.4966	0.7892	524	1.8674	0.3346	1.8674	1.3665
0.4966	0.7922	526	2.2638	0.3501	2.2638	1.5046
0.4966	0.7952	528	2.2083	0.3501	2.2083	1.4860
0.4966	0.7982	530	1.9159	0.3521	1.9159	1.3842
0.4966	0.8012	532	1.6408	0.3323	1.6408	1.2809
0.4966	0.8042	534	1.4817	0.2990	1.4817	1.2172
0.4966	0.8072	536	1.5861	0.2826	1.5861	1.2594
0.4966	0.8102	538	1.7941	0.2735	1.7941	1.3394
0.4966	0.8133	540	1.7940	0.3209	1.7940	1.3394
0.4966	0.8163	542	1.6235	0.3323	1.6235	1.2742
0.4966	0.8193	544	1.7116	0.3847	1.7116	1.3083
0.4966	0.8223	546	1.7185	0.3971	1.7185	1.3109
0.4966	0.8253	548	1.4861	0.4038	1.4861	1.2191
0.4966	0.8283	550	1.4439	0.4033	1.4439	1.2016
0.4966	0.8313	552	1.4821	0.3929	1.4821	1.2174
0.4966	0.8343	554	1.7794	0.3814	1.7794	1.3339
0.4966	0.8373	556	1.9823	0.3814	1.9823	1.4079
0.4966	0.8404	558	1.8935	0.3814	1.8935	1.3760
0.4966	0.8434	560	1.7568	0.3633	1.7568	1.3254
0.4966	0.8464	562	1.8867	0.3655	1.8867	1.3736
0.4966	0.8494	564	1.9971	0.3655	1.9971	1.4132
0.4966	0.8524	566	1.8255	0.3655	1.8255	1.3511
0.4966	0.8554	568	1.4738	0.3571	1.4738	1.2140
0.4966	0.8584	570	1.2401	0.3869	1.2401	1.1136
0.4966	0.8614	572	1.1407	0.4901	1.1407	1.0680
0.4966	0.8645	574	1.2996	0.5612	1.2996	1.1400
0.4966	0.8675	576	1.6913	0.4439	1.6913	1.3005
0.4966	0.8705	578	2.1918	0.3313	2.1918	1.4805
0.4966	0.8735	580	2.1146	0.3351	2.1146	1.4542
0.4966	0.8765	582	1.6868	0.4006	1.6868	1.2988
0.4966	0.8795	584	1.1773	0.4653	1.1773	1.0850
0.4966	0.8825	586	0.9692	0.5473	0.9692	0.9845
0.4966	0.8855	588	0.9920	0.5473	0.9920	0.9960
0.4966	0.8886	590	1.1802	0.4854	1.1802	1.0864
0.4966	0.8916	592	1.5751	0.3855	1.5751	1.2550
0.4966	0.8946	594	1.7755	0.3814	1.7755	1.3325
0.4966	0.8976	596	1.9874	0.3206	1.9874	1.4098
0.4966	0.9006	598	1.9726	0.2626	1.9726	1.4045
0.4966	0.9036	600	1.8034	0.3209	1.8034	1.3429
0.4966	0.9066	602	1.5640	0.3556	1.5640	1.2506
0.4966	0.9096	604	1.4360	0.3587	1.4360	1.1983
0.4966	0.9127	606	1.5354	0.4013	1.5354	1.2391
0.4966	0.9157	608	1.5491	0.4013	1.5491	1.2446
0.4966	0.9187	610	1.4399	0.4897	1.4399	1.2000
0.4966	0.9217	612	1.2770	0.5335	1.2770	1.1300
0.4966	0.9247	614	1.1442	0.5442	1.1442	1.0697
0.4966	0.9277	616	1.1903	0.5335	1.1903	1.0910
0.4966	0.9307	618	1.1522	0.5387	1.1522	1.0734
0.4966	0.9337	620	1.3018	0.5335	1.3018	1.1410
0.4966	0.9367	622	1.6507	0.4142	1.6507	1.2848
0.4966	0.9398	624	2.1490	0.3665	2.1490	1.4660
0.4966	0.9428	626	2.1768	0.3665	2.1768	1.4754
0.4966	0.9458	628	1.8689	0.3346	1.8689	1.3671
0.4966	0.9488	630	1.4872	0.3314	1.4872	1.2195
0.4966	0.9518	632	1.3760	0.3077	1.3760	1.1730
0.4966	0.9548	634	1.4917	0.3810	1.4917	1.2214
0.4966	0.9578	636	1.8347	0.3805	1.8347	1.3545
0.4966	0.9608	638	2.1867	0.3457	2.1867	1.4787
0.4966	0.9639	640	2.1133	0.3501	2.1133	1.4537
0.4966	0.9669	642	1.7342	0.3855	1.7342	1.3169
0.4966	0.9699	644	1.3781	0.3314	1.3781	1.1739
0.4966	0.9729	646	1.1945	0.4406	1.1945	1.0929
0.4966	0.9759	648	1.2056	0.4406	1.2057	1.0980
0.4966	0.9789	650	1.3393	0.4846	1.3393	1.1573
0.4966	0.9819	652	1.7189	0.3855	1.7189	1.3111
0.4966	0.9849	654	2.2732	0.3366	2.2732	1.5077
0.4966	0.9880	656	2.4349	0.3026	2.4349	1.5604
0.4966	0.9910	658	2.1848	0.3676	2.1848	1.4781
0.4966	0.9940	660	1.6956	0.3805	1.6956	1.3022
0.4966	0.9970	662	1.3401	0.3714	1.3401	1.1576
0.4966	1.0	664	1.2408	0.3379	1.2408	1.1139
0.4966	1.0030	666	1.2755	0.3541	1.2755	1.1294
0.4966	1.0060	668	1.3520	0.3453	1.3520	1.1628
0.4966	1.0090	670	1.3542	0.3453	1.3542	1.1637
0.4966	1.0120	672	1.3081	0.3453	1.3081	1.1437
0.4966	1.0151	674	1.2251	0.3524	1.2251	1.1069
0.4966	1.0181	676	1.3095	0.3272	1.3095	1.1443
0.4966	1.0211	678	1.5508	0.3829	1.5508	1.2453
0.4966	1.0241	680	1.6970	0.3663	1.6970	1.3027
0.4966	1.0271	682	1.6817	0.3231	1.6817	1.2968
0.4966	1.0301	684	1.5283	0.2828	1.5283	1.2362
0.4966	1.0331	686	1.3970	0.3244	1.3970	1.1819
0.4966	1.0361	688	1.2967	0.3623	1.2967	1.1387
0.4966	1.0392	690	1.3038	0.3623	1.3038	1.1418
0.4966	1.0422	692	1.2390	0.3992	1.2390	1.1131
0.4966	1.0452	694	1.2936	0.3940	1.2936	1.1374
0.4966	1.0482	696	1.3828	0.3697	1.3828	1.1759
0.4966	1.0512	698	1.5243	0.3352	1.5243	1.2346
0.4966	1.0542	700	1.5117	0.3698	1.5117	1.2295
0.4966	1.0572	702	1.3913	0.3661	1.3913	1.1795
0.4966	1.0602	704	1.2750	0.4098	1.2750	1.1291
0.4966	1.0633	706	1.1921	0.4335	1.1921	1.0918
0.4966	1.0663	708	1.2367	0.3897	1.2367	1.1121
0.4966	1.0693	710	1.4174	0.38	1.4174	1.1905
0.4966	1.0723	712	1.4908	0.4206	1.4908	1.2210
0.4966	1.0753	714	1.4375	0.4203	1.4375	1.1990
0.4966	1.0783	716	1.3603	0.4044	1.3603	1.1663
0.4966	1.0813	718	1.2971	0.3765	1.2971	1.1389
0.4966	1.0843	720	1.3812	0.4044	1.3812	1.1753
0.4966	1.0873	722	1.4213	0.4400	1.4213	1.1922
0.4966	1.0904	724	1.3099	0.4194	1.3099	1.1445
0.4966	1.0934	726	1.2679	0.4194	1.2679	1.1260
0.4966	1.0964	728	1.2172	0.4954	1.2172	1.1033
0.4966	1.0994	730	1.2587	0.4934	1.2587	1.1219
0.4966	1.1024	732	1.2889	0.4934	1.2889	1.1353
0.4966	1.1054	734	1.1806	0.5772	1.1806	1.0865
0.4966	1.1084	736	1.0175	0.5364	1.0175	1.0087
0.4966	1.1114	738	0.9724	0.55	0.9724	0.9861
0.4966	1.1145	740	1.0236	0.5350	1.0236	1.0117
0.4966	1.1175	742	1.1054	0.4771	1.1054	1.0514
0.4966	1.1205	744	1.0711	0.4771	1.0711	1.0350
0.4966	1.1235	746	1.0477	0.5350	1.0477	1.0236
0.4966	1.1265	748	1.0864	0.4931	1.0864	1.0423
0.4966	1.1295	750	1.1853	0.5345	1.1853	1.0887
0.4966	1.1325	752	1.1910	0.5279	1.1910	1.0913
0.4966	1.1355	754	1.0783	0.5026	1.0783	1.0384
0.4966	1.1386	756	0.8786	0.5556	0.8786	0.9373
0.4966	1.1416	758	0.8172	0.5768	0.8172	0.9040
0.4966	1.1446	760	0.8374	0.5741	0.8374	0.9151
0.4966	1.1476	762	0.8589	0.5556	0.8589	0.9268
0.4966	1.1506	764	1.0224	0.55	1.0224	1.0111
0.4966	1.1536	766	1.2896	0.4946	1.2896	1.1356
0.4966	1.1566	768	1.3098	0.4946	1.3098	1.1445
0.4966	1.1596	770	1.1837	0.5068	1.1837	1.0880
0.4966	1.1627	772	1.1610	0.5068	1.1610	1.0775
0.4966	1.1657	774	1.2983	0.4748	1.2983	1.1395
0.4966	1.1687	776	1.4261	0.3905	1.4261	1.1942
0.4966	1.1717	778	1.5406	0.4130	1.5406	1.2412
0.4966	1.1747	780	1.5373	0.4236	1.5373	1.2399
0.4966	1.1777	782	1.4185	0.4233	1.4185	1.1910
0.4966	1.1807	784	1.3540	0.4020	1.3540	1.1636
0.4966	1.1837	786	1.3209	0.3888	1.3209	1.1493
0.4966	1.1867	788	1.3175	0.4020	1.3175	1.1478
0.4966	1.1898	790	1.2396	0.4765	1.2396	1.1134
0.4966	1.1928	792	1.2614	0.4765	1.2614	1.1231
0.4966	1.1958	794	1.3370	0.4946	1.3370	1.1563
0.4966	1.1988	796	1.2540	0.4545	1.2540	1.1198
0.4966	1.2018	798	1.2602	0.4430	1.2602	1.1226
0.4966	1.2048	800	1.3989	0.3571	1.3989	1.1827
0.4966	1.2078	802	1.3875	0.3293	1.3875	1.1779
0.4966	1.2108	804	1.1896	0.3965	1.1896	1.0907
0.4966	1.2139	806	1.1091	0.4911	1.1091	1.0531
0.4966	1.2169	808	1.1618	0.4911	1.1618	1.0779
0.4966	1.2199	810	1.2646	0.3768	1.2646	1.1245
0.4966	1.2229	812	1.1769	0.5222	1.1769	1.0849
0.4966	1.2259	814	1.2137	0.4308	1.2137	1.1017
0.4966	1.2289	816	1.2659	0.4226	1.2659	1.1251
0.4966	1.2319	818	1.3405	0.4226	1.3405	1.1578
0.4966	1.2349	820	1.2792	0.4426	1.2792	1.1310
0.4966	1.2380	822	1.0381	0.5473	1.0381	1.0189
0.4966	1.2410	824	0.9770	0.5528	0.9770	0.9884
0.4966	1.2440	826	1.0812	0.4493	1.0812	1.0398
0.4966	1.2470	828	1.3180	0.4000	1.3180	1.1480
0.4966	1.25	830	1.4038	0.4076	1.4038	1.1848
0.4966	1.2530	832	1.5070	0.3903	1.5070	1.2276
0.4966	1.2560	834	1.5733	0.3911	1.5733	1.2543
0.4966	1.2590	836	1.4817	0.4400	1.4817	1.2172
0.4966	1.2620	838	1.2243	0.4187	1.2243	1.1065
0.4966	1.2651	840	1.1088	0.4403	1.1088	1.0530
0.4966	1.2681	842	1.0964	0.4431	1.0964	1.0471
0.4966	1.2711	844	1.0420	0.4665	1.0420	1.0208
0.4966	1.2741	846	1.1379	0.3993	1.1379	1.0667
0.4966	1.2771	848	1.4535	0.4701	1.4535	1.2056
0.4966	1.2801	850	1.8809	0.3989	1.8809	1.3715
0.4966	1.2831	852	1.8995	0.3830	1.8995	1.3782
0.4966	1.2861	854	1.6111	0.4319	1.6111	1.2693
0.4966	1.2892	856	1.2671	0.3828	1.2671	1.1257
0.4966	1.2922	858	1.1483	0.4113	1.1483	1.0716
0.4966	1.2952	860	1.1332	0.4113	1.1332	1.0645
0.4966	1.2982	862	1.2573	0.3955	1.2573	1.1213
0.4966	1.3012	864	1.3858	0.4711	1.3858	1.1772
0.4966	1.3042	866	1.4357	0.4711	1.4357	1.1982
0.4966	1.3072	868	1.3003	0.4830	1.3003	1.1403
0.4966	1.3102	870	1.1166	0.4205	1.1166	1.0567
0.4966	1.3133	872	1.0907	0.4542	1.0907	1.0444
0.4966	1.3163	874	1.0394	0.5059	1.0394	1.0195
0.4966	1.3193	876	1.1078	0.4522	1.1078	1.0525
0.4966	1.3223	878	1.0596	0.5059	1.0596	1.0294
0.4966	1.3253	880	1.0579	0.5160	1.0579	1.0285
0.4966	1.3283	882	0.9744	0.5072	0.9744	0.9871
0.4966	1.3313	884	0.8444	0.5946	0.8444	0.9189
0.4966	1.3343	886	0.8073	0.5920	0.8073	0.8985
0.4966	1.3373	888	0.9177	0.5801	0.9177	0.9579
0.4966	1.3404	890	1.1803	0.5574	1.1803	1.0864
0.4966	1.3434	892	1.4222	0.5080	1.4222	1.1926
0.4966	1.3464	894	1.4219	0.4626	1.4219	1.1925
0.4966	1.3494	896	1.2420	0.4403	1.2420	1.1145
0.4966	1.3524	898	1.0869	0.4783	1.0869	1.0425
0.4966	1.3554	900	1.1458	0.4631	1.1458	1.0704
0.4966	1.3584	902	1.3378	0.3831	1.3378	1.1566
0.4966	1.3614	904	1.4619	0.3261	1.4619	1.2091
0.4966	1.3645	906	1.3745	0.3772	1.3745	1.1724
0.4966	1.3675	908	1.1277	0.4876	1.1277	1.0619
0.4966	1.3705	910	1.0946	0.4886	1.0946	1.0462
0.4966	1.3735	912	1.2893	0.4200	1.2893	1.1355
0.4966	1.3765	914	1.5379	0.4025	1.5379	1.2401
0.4966	1.3795	916	1.6105	0.3855	1.6105	1.2691
0.4966	1.3825	918	1.4438	0.3404	1.4438	1.2016
0.4966	1.3855	920	1.1986	0.3666	1.1986	1.0948
0.4966	1.3886	922	1.0378	0.4924	1.0378	1.0187
0.4966	1.3916	924	1.0393	0.4924	1.0393	1.0195
0.4966	1.3946	926	1.1768	0.4076	1.1768	1.0848
0.4966	1.3976	928	1.3443	0.4729	1.3443	1.1594
0.4966	1.4006	930	1.4429	0.4611	1.4429	1.2012
0.4966	1.4036	932	1.3686	0.4424	1.3686	1.1699
0.4966	1.4066	934	1.3054	0.4052	1.3054	1.1426
0.4966	1.4096	936	1.4197	0.3831	1.4197	1.1915
0.4966	1.4127	938	1.4415	0.3422	1.4415	1.2006
0.4966	1.4157	940	1.3156	0.3983	1.3156	1.1470
0.4966	1.4187	942	1.2202	0.3965	1.2202	1.1046
0.4966	1.4217	944	1.1818	0.3705	1.1818	1.0871
0.4966	1.4247	946	1.1973	0.4336	1.1973	1.0942
0.4966	1.4277	948	1.3223	0.4337	1.3223	1.1499
0.4966	1.4307	950	1.3893	0.4638	1.3893	1.1787
0.4966	1.4337	952	1.4314	0.4626	1.4314	1.1964
0.4966	1.4367	954	1.3582	0.4626	1.3582	1.1654
0.4966	1.4398	956	1.1388	0.4648	1.1388	1.0671
0.4966	1.4428	958	0.9352	0.5195	0.9352	0.9670
0.4966	1.4458	960	0.9230	0.4822	0.9230	0.9607
0.4966	1.4488	962	0.9698	0.4298	0.9698	0.9848
0.4966	1.4518	964	1.1031	0.4070	1.1031	1.0503
0.4966	1.4548	966	1.1943	0.3718	1.1943	1.0928
0.4966	1.4578	968	1.2483	0.3603	1.2483	1.1173
0.4966	1.4608	970	1.2951	0.3607	1.2951	1.1380
0.4966	1.4639	972	1.3124	0.3682	1.3124	1.1456
0.4966	1.4669	974	1.2799	0.3303	1.2799	1.1313
0.4966	1.4699	976	1.1850	0.4268	1.1850	1.0886
0.4966	1.4729	978	1.2014	0.3817	1.2014	1.0961
0.4966	1.4759	980	1.2152	0.3828	1.2152	1.1024
0.4966	1.4789	982	1.2775	0.3971	1.2775	1.1303
0.4966	1.4819	984	1.3406	0.4312	1.3406	1.1578
0.4966	1.4849	986	1.2906	0.4426	1.2906	1.1360
0.4966	1.4880	988	1.1767	0.4301	1.1767	1.0848
0.4966	1.4910	990	1.2486	0.4220	1.2486	1.1174
0.4966	1.4940	992	1.3120	0.4223	1.3120	1.1454
0.4966	1.4970	994	1.4615	0.4341	1.4615	1.2089
0.4966	1.5	996	1.5977	0.4138	1.5977	1.2640
0.4966	1.5030	998	1.5617	0.4138	1.5617	1.2497
0.1443	1.5060	1000	1.5079	0.36	1.5079	1.2280
0.1443	1.5090	1002	1.4844	0.3586	1.4844	1.2183
0.1443	1.5120	1004	1.4640	0.3993	1.4640	1.2099
0.1443	1.5151	1006	1.4591	0.3993	1.4591	1.2079
0.1443	1.5181	1008	1.5047	0.4013	1.5047	1.2267
0.1443	1.5211	1010	1.3773	0.3633	1.3773	1.1736
0.1443	1.5241	1012	1.2223	0.4771	1.2223	1.1056
0.1443	1.5271	1014	1.2307	0.4649	1.2307	1.1094
0.1443	1.5301	1016	1.3054	0.4427	1.3054	1.1425
0.1443	1.5331	1018	1.3829	0.4534	1.3829	1.1760
0.1443	1.5361	1020	1.3609	0.4846	1.3609	1.1666
0.1443	1.5392	1022	1.3354	0.4846	1.3354	1.1556
0.1443	1.5422	1024	1.3038	0.4748	1.3038	1.1418
0.1443	1.5452	1026	1.3229	0.4748	1.3229	1.1502
0.1443	1.5482	1028	1.3508	0.4187	1.3508	1.1622
0.1443	1.5512	1030	1.4825	0.4312	1.4825	1.2176
0.1443	1.5542	1032	1.5560	0.4203	1.5560	1.2474
0.1443	1.5572	1034	1.5143	0.4314	1.5143	1.2306
0.1443	1.5602	1036	1.4023	0.4310	1.4023	1.1842
0.1443	1.5633	1038	1.3487	0.4309	1.3487	1.1613
0.1443	1.5663	1040	1.3600	0.4313	1.3600	1.1662
0.1443	1.5693	1042	1.3414	0.4624	1.3414	1.1582
0.1443	1.5723	1044	1.2786	0.5044	1.2786	1.1307
0.1443	1.5753	1046	1.1699	0.5056	1.1699	1.0816
0.1443	1.5783	1048	0.9738	0.5612	0.9738	0.9868
0.1443	1.5813	1050	0.9600	0.6176	0.9600	0.9798
0.1443	1.5843	1052	1.1304	0.5935	1.1304	1.0632
0.1443	1.5873	1054	1.2422	0.5287	1.2422	1.1145
0.1443	1.5904	1056	1.2655	0.5021	1.2655	1.1250
0.1443	1.5934	1058	1.2687	0.5010	1.2687	1.1264
0.1443	1.5964	1060	1.0960	0.4860	1.0960	1.0469
0.1443	1.5994	1062	0.8942	0.6480	0.8942	0.9456
0.1443	1.6024	1064	0.8423	0.6316	0.8423	0.9178
0.1443	1.6054	1066	0.9230	0.5991	0.9230	0.9608
0.1443	1.6084	1068	0.9808	0.5826	0.9808	0.9903
0.1443	1.6114	1070	0.9879	0.6070	0.9879	0.9940
0.1443	1.6145	1072	0.9617	0.5615	0.9617	0.9806
0.1443	1.6175	1074	0.9130	0.6017	0.9130	0.9555
0.1443	1.6205	1076	1.0030	0.6176	1.0030	1.0015
0.1443	1.6235	1078	1.0790	0.6070	1.0790	1.0387
0.1443	1.6265	1080	1.0714	0.6176	1.0714	1.0351
0.1443	1.6295	1082	1.1454	0.6013	1.1454	1.0702
0.1443	1.6325	1084	1.1841	0.6013	1.1841	1.0882
0.1443	1.6355	1086	1.2513	0.5219	1.2513	1.1186
0.1443	1.6386	1088	1.1152	0.5548	1.1152	1.0560
0.1443	1.6416	1090	0.9028	0.6232	0.9028	0.9502
0.1443	1.6446	1092	0.8354	0.6322	0.8354	0.9140
0.1443	1.6476	1094	0.7937	0.6579	0.7937	0.8909
0.1443	1.6506	1096	0.8448	0.6280	0.8448	0.9191
0.1443	1.6536	1098	1.0114	0.5991	1.0114	1.0057
0.1443	1.6566	1100	1.3006	0.5010	1.3006	1.1404
0.1443	1.6596	1102	1.3573	0.4706	1.3573	1.1650
0.1443	1.6627	1104	1.1786	0.4403	1.1786	1.0856
0.1443	1.6657	1106	0.9549	0.5777	0.9549	0.9772
0.1443	1.6687	1108	0.8494	0.5512	0.8494	0.9216
0.1443	1.6717	1110	0.8556	0.5724	0.8556	0.9250
0.1443	1.6747	1112	0.9039	0.6442	0.9039	0.9507
0.1443	1.6777	1114	0.8631	0.6494	0.8631	0.9290
0.1443	1.6807	1116	0.8491	0.6494	0.8491	0.9214
0.1443	1.6837	1118	0.8897	0.5980	0.8897	0.9432
0.1443	1.6867	1120	0.9681	0.6041	0.9681	0.9839
0.1443	1.6898	1122	1.1254	0.5335	1.1254	1.0608
0.1443	1.6928	1124	1.2062	0.5335	1.2062	1.0983
0.1443	1.6958	1126	1.1260	0.5335	1.1260	1.0611
0.1443	1.6988	1128	0.9819	0.5233	0.9819	0.9909
0.1443	1.7018	1130	0.9388	0.5013	0.9388	0.9689
0.1443	1.7048	1132	0.9934	0.5233	0.9934	0.9967
0.1443	1.7078	1134	1.1558	0.5258	1.1558	1.0751
0.1443	1.7108	1136	1.4075	0.5010	1.4075	1.1864
0.1443	1.7139	1138	1.4996	0.4897	1.4996	1.2246
0.1443	1.7169	1140	1.4953	0.4897	1.4953	1.2228
0.1443	1.7199	1142	1.3650	0.4906	1.3650	1.1683
0.1443	1.7229	1144	1.1445	0.4867	1.1445	1.0698
0.1443	1.7259	1146	1.0429	0.5449	1.0429	1.0212
0.1443	1.7289	1148	1.0469	0.5449	1.0469	1.0232
0.1443	1.7319	1150	1.1104	0.5387	1.1104	1.0537
0.1443	1.7349	1152	1.2144	0.5529	1.2144	1.1020
0.1443	1.7380	1154	1.1928	0.5529	1.1928	1.0922
0.1443	1.7410	1156	1.1671	0.5529	1.1671	1.0803
0.1443	1.7440	1158	1.0530	0.5529	1.0530	1.0261
0.1443	1.7470	1160	0.9187	0.5967	0.9187	0.9585
0.1443	1.75	1162	0.8908	0.6786	0.8908	0.9438
0.1443	1.7530	1164	0.9222	0.5887	0.9222	0.9603
0.1443	1.7560	1166	0.9657	0.6070	0.9657	0.9827
0.1443	1.7590	1168	0.9864	0.6070	0.9864	0.9932
0.1443	1.7620	1170	0.8664	0.6029	0.8664	0.9308
0.1443	1.7651	1172	0.7915	0.6316	0.7915	0.8897
0.1443	1.7681	1174	0.7688	0.6316	0.7688	0.8768
0.1443	1.7711	1176	0.8427	0.6114	0.8427	0.9180
0.1443	1.7741	1178	0.9812	0.5963	0.9812	0.9905
0.1443	1.7771	1180	1.1285	0.5935	1.1285	1.0623
0.1443	1.7801	1182	1.1048	0.5747	1.1048	1.0511
0.1443	1.7831	1184	0.9640	0.5385	0.9640	0.9818
0.1443	1.7861	1186	0.8324	0.6173	0.8324	0.9124
0.1443	1.7892	1188	0.8361	0.5921	0.8361	0.9144
0.1443	1.7922	1190	0.9423	0.5350	0.9423	0.9707
0.1443	1.7952	1192	1.1602	0.5233	1.1602	1.0771
0.1443	1.7982	1194	1.2965	0.5152	1.2965	1.1386
0.1443	1.8012	1196	1.2457	0.4974	1.2457	1.1161
0.1443	1.8042	1198	1.0738	0.5326	1.0738	1.0363
0.1443	1.8072	1200	0.9585	0.5350	0.9585	0.9790
0.1443	1.8102	1202	0.9745	0.5350	0.9745	0.9872
0.1443	1.8133	1204	1.0572	0.5169	1.0572	1.0282
0.1443	1.8163	1206	1.2074	0.5747	1.2074	1.0988
0.1443	1.8193	1208	1.2586	0.5594	1.2586	1.1219
0.1443	1.8223	1210	1.1189	0.5747	1.1189	1.0578
0.1443	1.8253	1212	0.9043	0.5986	0.9043	0.9509
0.1443	1.8283	1214	0.7458	0.6316	0.7458	0.8636
0.1443	1.8313	1216	0.6941	0.6455	0.6941	0.8331
0.1443	1.8343	1218	0.7139	0.6284	0.7139	0.8449
0.1443	1.8373	1220	0.8006	0.6316	0.8006	0.8947
0.1443	1.8404	1222	0.9284	0.5929	0.9284	0.9635
0.1443	1.8434	1224	1.0095	0.5705	1.0095	1.0048
0.1443	1.8464	1226	1.0169	0.6196	1.0169	1.0084
0.1443	1.8494	1228	0.9001	0.6280	0.9001	0.9487
0.1443	1.8524	1230	0.8616	0.6173	0.8616	0.9282
0.1443	1.8554	1232	0.8773	0.6617	0.8773	0.9366
0.1443	1.8584	1234	0.9021	0.6617	0.9021	0.9498
0.1443	1.8614	1236	0.9607	0.5761	0.9607	0.9802
0.1443	1.8645	1238	0.9262	0.6269	0.9262	0.9624
0.1443	1.8675	1240	0.8133	0.6480	0.8133	0.9018
0.1443	1.8705	1242	0.7805	0.6362	0.7805	0.8834
0.1443	1.8735	1244	0.8372	0.5946	0.8372	0.9150
0.1443	1.8765	1246	0.9706	0.5817	0.9706	0.9852
0.1443	1.8795	1248	1.0130	0.5855	1.0130	1.0065
0.1443	1.8825	1250	0.9242	0.5938	0.9242	0.9614
0.1443	1.8855	1252	0.7980	0.6221	0.7980	0.8933
0.1443	1.8886	1254	0.7530	0.6061	0.7530	0.8678
0.1443	1.8916	1256	0.8412	0.6197	0.8412	0.9171
0.1443	1.8946	1258	0.9148	0.5938	0.9148	0.9564
0.1443	1.8976	1260	1.0341	0.5909	1.0341	1.0169
0.1443	1.9006	1262	1.0009	0.5935	1.0009	1.0005
0.1443	1.9036	1264	0.8431	0.6115	0.8431	0.9182
0.1443	1.9066	1266	0.7642	0.6026	0.7642	0.8742
0.1443	1.9096	1268	0.7431	0.6026	0.7431	0.8620
0.1443	1.9127	1270	0.6643	0.6879	0.6643	0.8150
0.1443	1.9157	1272	0.6397	0.6879	0.6397	0.7998
0.1443	1.9187	1274	0.7134	0.6667	0.7134	0.8446
0.1443	1.9217	1276	0.8349	0.6680	0.8349	0.9137
0.1443	1.9247	1278	1.0400	0.5308	1.0400	1.0198
0.1443	1.9277	1280	1.1649	0.5696	1.1649	1.0793
0.1443	1.9307	1282	1.1749	0.5510	1.1749	1.0839
0.1443	1.9337	1284	1.0419	0.4987	1.0419	1.0208
0.1443	1.9367	1286	0.8255	0.6480	0.8255	0.9085
0.1443	1.9398	1288	0.6903	0.6739	0.6903	0.8309
0.1443	1.9428	1290	0.6767	0.6672	0.6767	0.8226
0.1443	1.9458	1292	0.7203	0.6239	0.7203	0.8487
0.1443	1.9488	1294	0.8161	0.6193	0.8161	0.9034
0.1443	1.9518	1296	0.9466	0.5543	0.9466	0.9730
0.1443	1.9548	1298	1.0533	0.5855	1.0533	1.0263
0.1443	1.9578	1300	1.1443	0.5747	1.1443	1.0697
0.1443	1.9608	1302	1.0946	0.5681	1.0946	1.0462
0.1443	1.9639	1304	0.9599	0.5567	0.9599	0.9797
0.1443	1.9669	1306	0.8809	0.5650	0.8809	0.9386
0.1443	1.9699	1308	0.8023	0.5556	0.8023	0.8957
0.1443	1.9729	1310	0.7806	0.5301	0.7806	0.8835
0.1443	1.9759	1312	0.8299	0.5402	0.8299	0.9110
0.1443	1.9789	1314	0.9624	0.55	0.9624	0.9810
0.1443	1.9819	1316	1.1986	0.4136	1.1986	1.0948
0.1443	1.9849	1318	1.3223	0.4401	1.3223	1.1499
0.1443	1.9880	1320	1.3011	0.4281	1.3011	1.1407
0.1443	1.9910	1322	1.1586	0.4875	1.1586	1.0764
0.1443	1.9940	1324	1.0178	0.5350	1.0178	1.0088
0.1443	1.9970	1326	0.9098	0.5528	0.9098	0.9538
0.1443	2.0	1328	0.8984	0.5528	0.8984	0.9478
0.1443	2.0030	1330	0.9714	0.55	0.9714	0.9856
0.1443	2.0060	1332	1.0835	0.5398	1.0835	1.0409
0.1443	2.0090	1334	1.1212	0.5109	1.1212	1.0588
0.1443	2.0120	1336	1.0612	0.5774	1.0612	1.0302
0.1443	2.0151	1338	1.0295	0.5642	1.0295	1.0146
0.1443	2.0181	1340	0.8859	0.5714	0.8859	0.9412
0.1443	2.0211	1342	0.7696	0.6300	0.7696	0.8773
0.1443	2.0241	1344	0.7564	0.5888	0.7564	0.8697
0.1443	2.0271	1346	0.8063	0.6082	0.8063	0.8979
0.1443	2.0301	1348	0.7957	0.575	0.7957	0.8920
0.1443	2.0331	1350	0.7911	0.6195	0.7911	0.8895
0.1443	2.0361	1352	0.8092	0.6053	0.8092	0.8995
0.1443	2.0392	1354	0.8204	0.6173	0.8204	0.9058
0.1443	2.0422	1356	0.8890	0.5921	0.8890	0.9429
0.1443	2.0452	1358	0.9183	0.5921	0.9183	0.9583
0.1443	2.0482	1360	0.9469	0.5473	0.9469	0.9731
0.1443	2.0512	1362	0.9643	0.5473	0.9642	0.9820
0.1443	2.0542	1364	1.0305	0.5152	1.0305	1.0151
0.1443	2.0572	1366	1.1121	0.5215	1.1121	1.0546
0.1443	2.0602	1368	1.0943	0.4752	1.0943	1.0461
0.1443	2.0633	1370	0.9663	0.5056	0.9663	0.9830
0.1443	2.0663	1372	0.9146	0.4957	0.9146	0.9563
0.1443	2.0693	1374	0.9504	0.5246	0.9504	0.9749
0.1443	2.0723	1376	1.1176	0.5424	1.1176	1.0572
0.1443	2.0753	1378	1.2471	0.5127	1.2471	1.1167
0.1443	2.0783	1380	1.2188	0.5127	1.2188	1.1040
0.1443	2.0813	1382	1.0719	0.4643	1.0719	1.0353
0.1443	2.0843	1384	0.9170	0.5072	0.9170	0.9576
0.1443	2.0873	1386	0.7944	0.6025	0.7944	0.8913
0.1443	2.0904	1388	0.7533	0.6433	0.7533	0.8679
0.1443	2.0934	1390	0.7814	0.6433	0.7814	0.8839
0.1443	2.0964	1392	0.8469	0.5135	0.8469	0.9202
0.1443	2.0994	1394	0.9871	0.5129	0.9871	0.9935
0.1443	2.1024	1396	1.0649	0.5479	1.0649	1.0319
0.1443	2.1054	1398	1.1524	0.5140	1.1524	1.0735
0.1443	2.1084	1400	1.1037	0.5549	1.1037	1.0506
0.1443	2.1114	1402	0.9853	0.5488	0.9853	0.9926
0.1443	2.1145	1404	0.8569	0.5613	0.8569	0.9257
0.1443	2.1175	1406	0.7987	0.5613	0.7987	0.8937
0.1443	2.1205	1408	0.8126	0.5613	0.8126	0.9014
0.1443	2.1235	1410	0.8188	0.5613	0.8188	0.9049
0.1443	2.1265	1412	0.8977	0.5474	0.8977	0.9475
0.1443	2.1295	1414	0.9953	0.5512	0.9953	0.9977
0.1443	2.1325	1416	1.0084	0.5512	1.0084	1.0042
0.1443	2.1355	1418	0.9574	0.5932	0.9574	0.9785
0.1443	2.1386	1420	0.9254	0.6548	0.9254	0.9620
0.1443	2.1416	1422	0.8772	0.6548	0.8772	0.9366
0.1443	2.1446	1424	0.7992	0.6195	0.7992	0.8940
0.1443	2.1476	1426	0.7699	0.6337	0.7699	0.8775
0.1443	2.1506	1428	0.7580	0.6022	0.7580	0.8706
0.1443	2.1536	1430	0.7086	0.6538	0.7086	0.8418
0.1443	2.1566	1432	0.6750	0.6691	0.6750	0.8216
0.1443	2.1596	1434	0.6949	0.6814	0.6949	0.8336
0.1443	2.1627	1436	0.7140	0.6405	0.7140	0.8450
0.1443	2.1657	1438	0.8050	0.6316	0.8050	0.8972
0.1443	2.1687	1440	0.9336	0.5161	0.9336	0.9662
0.1443	2.1717	1442	1.0490	0.4881	1.0490	1.0242
0.1443	2.1747	1444	1.0812	0.5085	1.0812	1.0398
0.1443	2.1777	1446	1.0607	0.5085	1.0607	1.0299
0.1443	2.1807	1448	0.9701	0.5257	0.9701	0.9849
0.1443	2.1837	1450	0.8417	0.5588	0.8417	0.9175
0.1443	2.1867	1452	0.7432	0.6116	0.7432	0.8621
0.1443	2.1898	1454	0.7311	0.5921	0.7311	0.8550
0.1443	2.1928	1456	0.7949	0.6215	0.7949	0.8916
0.1443	2.1958	1458	0.8673	0.6335	0.8673	0.9313
0.1443	2.1988	1460	0.8930	0.5972	0.8930	0.9450
0.1443	2.2018	1462	0.8373	0.6173	0.8373	0.9151
0.1443	2.2048	1464	0.8051	0.6173	0.8051	0.8973
0.1443	2.2078	1466	0.8405	0.6173	0.8405	0.9168
0.1443	2.2108	1468	0.8416	0.6390	0.8416	0.9174
0.1443	2.2139	1470	0.8699	0.6173	0.8699	0.9327
0.1443	2.2169	1472	0.9030	0.6173	0.9030	0.9503
0.1443	2.2199	1474	0.8491	0.6173	0.8491	0.9215
0.1443	2.2229	1476	0.7700	0.6173	0.7700	0.8775
0.1443	2.2259	1478	0.7723	0.5946	0.7723	0.8788
0.1443	2.2289	1480	0.8062	0.6173	0.8062	0.8979
0.1443	2.2319	1482	0.9209	0.6173	0.9209	0.9597
0.1443	2.2349	1484	1.0222	0.5702	1.0222	1.0110
0.1443	2.2380	1486	1.0337	0.5448	1.0337	1.0167
0.1443	2.2410	1488	0.9609	0.55	0.9609	0.9802
0.1443	2.2440	1490	0.8972	0.5921	0.8972	0.9472
0.1443	2.2470	1492	0.8401	0.5921	0.8401	0.9166
0.1443	2.25	1494	0.8233	0.5921	0.8233	0.9074
0.1443	2.2530	1496	0.8224	0.6173	0.8224	0.9069
0.1443	2.2560	1498	0.8324	0.6173	0.8324	0.9124
0.1035	2.2590	1500	0.9265	0.6390	0.9265	0.9626
0.1035	2.2620	1502	0.9650	0.6168	0.9650	0.9823
0.1035	2.2651	1504	0.9421	0.6168	0.9421	0.9706
0.1035	2.2681	1506	0.8979	0.5991	0.8979	0.9476
0.1035	2.2711	1508	0.9290	0.5991	0.9290	0.9639
0.1035	2.2741	1510	0.9980	0.6168	0.9980	0.9990
0.1035	2.2771	1512	0.9973	0.6168	0.9973	0.9987
0.1035	2.2801	1514	1.0031	0.6168	1.0031	1.0015
0.1035	2.2831	1516	0.9202	0.5991	0.9202	0.9593
0.1035	2.2861	1518	0.7948	0.6173	0.7948	0.8915
0.1035	2.2892	1520	0.7544	0.6173	0.7544	0.8685
0.1035	2.2922	1522	0.7886	0.6480	0.7886	0.8880
0.1035	2.2952	1524	0.9079	0.6164	0.9079	0.9528
0.1035	2.2982	1526	0.9993	0.6020	0.9993	0.9996
0.1035	2.3012	1528	0.9723	0.6020	0.9723	0.9860
0.1035	2.3042	1530	0.9120	0.6164	0.9120	0.9550
0.1035	2.3072	1532	0.8134	0.5943	0.8134	0.9019
0.1035	2.3102	1534	0.7761	0.6316	0.7761	0.8810
0.1035	2.3133	1536	0.7966	0.6173	0.7966	0.8925
0.1035	2.3163	1538	0.8829	0.5562	0.8829	0.9396
0.1035	2.3193	1540	0.9662	0.5512	0.9662	0.9829
0.1035	2.3223	1542	0.9590	0.5179	0.9590	0.9793
0.1035	2.3253	1544	0.8761	0.5765	0.8761	0.9360
0.1035	2.3283	1546	0.7951	0.6458	0.7951	0.8917
0.1035	2.3313	1548	0.7885	0.6458	0.7885	0.8880
0.1035	2.3343	1550	0.8488	0.6170	0.8488	0.9213
0.1035	2.3373	1552	0.9154	0.5659	0.9154	0.9567
0.1035	2.3404	1554	0.9917	0.5705	0.9917	0.9958
0.1035	2.3434	1556	0.9661	0.5638	0.9661	0.9829
0.1035	2.3464	1558	0.8643	0.5765	0.8643	0.9297
0.1035	2.3494	1560	0.8271	0.5765	0.8271	0.9095
0.1035	2.3524	1562	0.8578	0.5765	0.8578	0.9262
0.1035	2.3554	1564	0.9025	0.5354	0.9025	0.9500
0.1035	2.3584	1566	1.0252	0.5387	1.0252	1.0125
0.1035	2.3614	1568	1.0889	0.5352	1.0889	1.0435
0.1035	2.3645	1570	1.0545	0.5681	1.0545	1.0269
0.1035	2.3675	1572	0.9436	0.5843	0.9436	0.9714
0.1035	2.3705	1574	0.8984	0.5659	0.8984	0.9478
0.1035	2.3735	1576	0.9509	0.5843	0.9509	0.9751
0.1035	2.3765	1578	1.0498	0.5766	1.0498	1.0246
0.1035	2.3795	1580	1.0576	0.5766	1.0576	1.0284
0.1035	2.3825	1582	1.0382	0.5705	1.0382	1.0189
0.1035	2.3855	1584	1.0646	0.5705	1.0646	1.0318
0.1035	2.3886	1586	1.0303	0.5590	1.0303	1.0150
0.1035	2.3916	1588	1.0642	0.5590	1.0642	1.0316
0.1035	2.3946	1590	1.1263	0.5279	1.1263	1.0613
0.1035	2.3976	1592	1.2464	0.5233	1.2464	1.1164
0.1035	2.4006	1594	1.2077	0.5233	1.2077	1.0989
0.1035	2.4036	1596	1.0646	0.5569	1.0646	1.0318
0.1035	2.4066	1598	0.9309	0.5659	0.9309	0.9648
0.1035	2.4096	1600	0.9272	0.5563	0.9272	0.9629
0.1035	2.4127	1602	1.0394	0.5633	1.0394	1.0195
0.1035	2.4157	1604	1.1841	0.5633	1.1841	1.0882
0.1035	2.4187	1606	1.2107	0.5335	1.2107	1.1003
0.1035	2.4217	1608	1.2784	0.4924	1.2784	1.1306
0.1035	2.4247	1610	1.3109	0.4831	1.3109	1.1450
0.1035	2.4277	1612	1.3098	0.4831	1.3098	1.1444
0.1035	2.4307	1614	1.2610	0.4622	1.2610	1.1229
0.1035	2.4337	1616	1.1632	0.4761	1.1632	1.0785
0.1035	2.4367	1618	1.1727	0.5015	1.1727	1.0829
0.1035	2.4398	1620	1.1684	0.5256	1.1684	1.0809
0.1035	2.4428	1622	1.2389	0.4941	1.2389	1.1131
0.1035	2.4458	1624	1.2480	0.4944	1.2480	1.1171
0.1035	2.4488	1626	1.2608	0.4944	1.2608	1.1229
0.1035	2.4518	1628	1.2272	0.4944	1.2272	1.1078
0.1035	2.4548	1630	1.1552	0.5366	1.1552	1.0748
0.1035	2.4578	1632	1.2065	0.5366	1.2065	1.0984
0.1035	2.4608	1634	1.1819	0.5104	1.1819	1.0872
0.1035	2.4639	1636	1.1096	0.4924	1.1096	1.0534
0.1035	2.4669	1638	1.1268	0.4655	1.1268	1.0615
0.1035	2.4699	1640	1.2415	0.5138	1.2415	1.1142
0.1035	2.4729	1642	1.3039	0.5138	1.3039	1.1419
0.1035	2.4759	1644	1.2924	0.5138	1.2924	1.1368
0.1035	2.4789	1646	1.1746	0.5190	1.1746	1.0838
0.1035	2.4819	1648	1.0039	0.5041	1.0039	1.0019
0.1035	2.4849	1650	0.8891	0.5248	0.8891	0.9429
0.1035	2.4880	1652	0.8415	0.5714	0.8415	0.9173
0.1035	2.4910	1654	0.8643	0.5358	0.8643	0.9297
0.1035	2.4940	1656	0.9736	0.5446	0.9736	0.9867
0.1035	2.4970	1658	1.2173	0.5422	1.2173	1.1033
0.1035	2.5	1660	1.4110	0.4711	1.4110	1.1878
0.1035	2.5030	1662	1.4385	0.4711	1.4385	1.1994
0.1035	2.5060	1664	1.3122	0.5107	1.3122	1.1455
0.1035	2.5090	1666	1.1175	0.4870	1.1175	1.0571
0.1035	2.5120	1668	0.9717	0.4924	0.9717	0.9858
0.1035	2.5151	1670	0.9252	0.5248	0.9252	0.9619
0.1035	2.5181	1672	0.9568	0.5076	0.9568	0.9782
0.1035	2.5211	1674	1.0567	0.4655	1.0567	1.0280
0.1035	2.5241	1676	1.1549	0.5071	1.1549	1.0746
0.1035	2.5271	1678	1.3044	0.5046	1.3044	1.1421
0.1035	2.5301	1680	1.3549	0.4531	1.3549	1.1640
0.1035	2.5331	1682	1.3861	0.4425	1.3861	1.1773
0.1035	2.5361	1684	1.3121	0.4628	1.3121	1.1455
0.1035	2.5392	1686	1.2184	0.5	1.2184	1.1038
0.1035	2.5422	1688	1.1225	0.4924	1.1225	1.0595
0.1035	2.5452	1690	1.1358	0.4924	1.1358	1.0658
0.1035	2.5482	1692	1.1570	0.4915	1.1570	1.0756
0.1035	2.5512	1694	1.2473	0.4892	1.2473	1.1168
0.1035	2.5542	1696	1.2601	0.4643	1.2601	1.1225
0.1035	2.5572	1698	1.2999	0.4632	1.2999	1.1402
0.1035	2.5602	1700	1.2603	0.4307	1.2603	1.1226
0.1035	2.5633	1702	1.2059	0.4659	1.2059	1.0981
0.1035	2.5663	1704	1.1411	0.4665	1.1411	1.0682
0.1035	2.5693	1706	1.1542	0.4665	1.1542	1.0744
0.1035	2.5723	1708	1.2093	0.4535	1.2093	1.0997
0.1035	2.5753	1710	1.1549	0.4665	1.1549	1.0747
0.1035	2.5783	1712	1.0923	0.5563	1.0923	1.0451
0.1035	2.5813	1714	1.0893	0.5304	1.0893	1.0437
0.1035	2.5843	1716	1.0924	0.4903	1.0924	1.0452
0.1035	2.5873	1718	1.0607	0.5304	1.0607	1.0299
0.1035	2.5904	1720	1.0752	0.4903	1.0752	1.0369
0.1035	2.5934	1722	1.0734	0.4886	1.0734	1.0360
0.1035	2.5964	1724	0.9893	0.4944	0.9893	0.9946
0.1035	2.5994	1726	0.9251	0.5378	0.9251	0.9618
0.1035	2.6024	1728	0.8550	0.5431	0.8550	0.9247
0.1035	2.6054	1730	0.8603	0.5	0.8603	0.9275
0.1035	2.6084	1732	0.8763	0.4961	0.8763	0.9361
0.1035	2.6114	1734	0.9109	0.4961	0.9109	0.9544
0.1035	2.6145	1736	0.9497	0.4923	0.9497	0.9745
0.1035	2.6175	1738	1.0218	0.5446	1.0218	1.0108
0.1035	2.6205	1740	1.0439	0.4988	1.0439	1.0217
0.1035	2.6235	1742	1.0117	0.5039	1.0117	1.0058
0.1035	2.6265	1744	0.9767	0.5354	0.9767	0.9883
0.1035	2.6295	1746	0.9990	0.5591	0.9990	0.9995
0.1035	2.6325	1748	1.0327	0.5039	1.0327	1.0162
0.1035	2.6355	1750	1.0968	0.5	1.0968	1.0473
0.1035	2.6386	1752	1.1947	0.5422	1.1947	1.0930
0.1035	2.6416	1754	1.2024	0.5422	1.2024	1.0965
0.1035	2.6446	1756	1.2111	0.5422	1.2111	1.1005
0.1035	2.6476	1758	1.1672	0.4857	1.1672	1.0804
0.1035	2.6506	1760	1.1109	0.5013	1.1109	1.0540
0.1035	2.6536	1762	1.0422	0.5093	1.0422	1.0209
0.1035	2.6566	1764	1.0360	0.4656	1.0360	1.0179
0.1035	2.6596	1766	1.0570	0.4498	1.0570	1.0281
0.1035	2.6627	1768	1.0773	0.4498	1.0773	1.0379
0.1035	2.6657	1770	1.1064	0.4008	1.1064	1.0519
0.1035	2.6687	1772	1.0739	0.4299	1.0739	1.0363
0.1035	2.6717	1774	0.9849	0.4675	0.9849	0.9924
0.1035	2.6747	1776	0.9496	0.4682	0.9496	0.9745
0.1035	2.6777	1778	0.9885	0.4677	0.9885	0.9942
0.1035	2.6807	1780	1.0486	0.4794	1.0486	1.0240
0.1035	2.6837	1782	1.0063	0.5123	1.0063	1.0031
0.1035	2.6867	1784	0.9360	0.5163	0.9360	0.9675
0.1035	2.6898	1786	0.9183	0.5163	0.9183	0.9583
0.1035	2.6928	1788	0.9525	0.5205	0.9525	0.9760
0.1035	2.6958	1790	1.0071	0.5197	1.0071	1.0036
0.1035	2.6988	1792	1.0543	0.4803	1.0543	1.0268
0.1035	2.7018	1794	1.0849	0.4518	1.0849	1.0416
0.1035	2.7048	1796	1.1764	0.4643	1.1764	1.0846
0.1035	2.7078	1798	1.1660	0.4529	1.1660	1.0798
0.1035	2.7108	1800	1.1622	0.4266	1.1622	1.0781
0.1035	2.7139	1802	1.1504	0.4266	1.1504	1.0726
0.1035	2.7169	1804	1.1124	0.4522	1.1124	1.0547
0.1035	2.7199	1806	1.0683	0.4924	1.0683	1.0336
0.1035	2.7229	1808	1.0246	0.4924	1.0246	1.0122
0.1035	2.7259	1810	1.0292	0.4924	1.0292	1.0145
0.1035	2.7289	1812	1.1042	0.4263	1.1042	1.0508
0.1035	2.7319	1814	1.2068	0.4375	1.2068	1.0986
0.1035	2.7349	1816	1.1841	0.4375	1.1841	1.0882
0.1035	2.7380	1818	1.0841	0.5043	1.0841	1.0412
0.1035	2.7410	1820	0.9800	0.5619	0.9800	0.9900
0.1035	2.7440	1822	0.8928	0.6316	0.8928	0.9449
0.1035	2.7470	1824	0.8669	0.6093	0.8669	0.9311
0.1035	2.75	1826	0.9281	0.6069	0.9281	0.9634
0.1035	2.7530	1828	0.9500	0.5697	0.9500	0.9747
0.1035	2.7560	1830	0.9942	0.5565	0.9942	0.9971
0.1035	2.7590	1832	0.9757	0.5489	0.9757	0.9878
0.1035	2.7620	1834	0.9688	0.5315	0.9688	0.9843
0.1035	2.7651	1836	0.9483	0.5216	0.9483	0.9738
0.1035	2.7681	1838	0.8914	0.5833	0.8914	0.9442
0.1035	2.7711	1840	0.8447	0.5833	0.8447	0.9191
0.1035	2.7741	1842	0.8432	0.5833	0.8432	0.9183
0.1035	2.7771	1844	0.8602	0.5402	0.8602	0.9275
0.1035	2.7801	1846	0.9313	0.5093	0.9313	0.9650
0.1035	2.7831	1848	0.9780	0.5350	0.9780	0.9890
0.1035	2.7861	1850	1.0347	0.5270	1.0347	1.0172
0.1035	2.7892	1852	0.9927	0.4928	0.9927	0.9964
0.1035	2.7922	1854	0.9408	0.5765	0.9408	0.9699
0.1035	2.7952	1856	0.8446	0.6093	0.8446	0.9190
0.1035	2.7982	1858	0.8362	0.6093	0.8362	0.9144
0.1035	2.8012	1860	0.8815	0.5527	0.8815	0.9389
0.1035	2.8042	1862	0.9431	0.5765	0.9431	0.9711
0.1035	2.8072	1864	1.0603	0.5295	1.0603	1.0297
0.1035	2.8102	1866	1.1479	0.5095	1.1479	1.0714
0.1035	2.8133	1868	1.2187	0.5369	1.2187	1.1039
0.1035	2.8163	1870	1.2056	0.5095	1.2056	1.0980
0.1035	2.8193	1872	1.0620	0.5161	1.0620	1.0305
0.1035	2.8223	1874	0.9626	0.5527	0.9626	0.9811
0.1035	2.8253	1876	0.9852	0.5227	0.9852	0.9926
0.1035	2.8283	1878	1.0853	0.5473	1.0853	1.0418
0.1035	2.8313	1880	1.1459	0.5059	1.1459	1.0705
0.1035	2.8343	1882	1.1778	0.4771	1.1778	1.0853
0.1035	2.8373	1884	1.1988	0.4515	1.1988	1.0949
0.1035	2.8404	1886	1.1757	0.4515	1.1757	1.0843
0.1035	2.8434	1888	1.1981	0.4404	1.1981	1.0946
0.1035	2.8464	1890	1.1461	0.4892	1.1461	1.0706
0.1035	2.8494	1892	1.0379	0.5227	1.0379	1.0188
0.1035	2.8524	1894	0.9294	0.5527	0.9294	0.9641
0.1035	2.8554	1896	0.9102	0.5527	0.9102	0.9540
0.1035	2.8584	1898	0.9481	0.5527	0.9481	0.9737
0.1035	2.8614	1900	0.9787	0.5527	0.9787	0.9893
0.1035	2.8645	1902	1.0222	0.5054	1.0222	1.0111
0.1035	2.8675	1904	1.1038	0.5	1.1038	1.0506
0.1035	2.8705	1906	1.1190	0.5	1.1190	1.0578
0.1035	2.8735	1908	1.1231	0.4759	1.1231	1.0598
0.1035	2.8765	1910	1.0623	0.5777	1.0623	1.0307
0.1035	2.8795	1912	1.0300	0.5527	1.0300	1.0149
0.1035	2.8825	1914	1.0232	0.5248	1.0232	1.0115
0.1035	2.8855	1916	0.9788	0.5556	0.9788	0.9893
0.1035	2.8886	1918	0.9797	0.5527	0.9797	0.9898
0.1035	2.8916	1920	1.0586	0.5161	1.0586	1.0289
0.1035	2.8946	1922	1.2529	0.4427	1.2529	1.1193
0.1035	2.8976	1924	1.3515	0.4906	1.3515	1.1626
0.1035	2.9006	1926	1.2898	0.4624	1.2898	1.1357
0.1035	2.9036	1928	1.1351	0.5123	1.1351	1.0654
0.1035	2.9066	1930	1.0443	0.5246	1.0443	1.0219
0.1035	2.9096	1932	1.0046	0.5428	1.0046	1.0023
0.1035	2.9127	1934	0.9736	0.532	0.9736	0.9867
0.1035	2.9157	1936	0.9664	0.532	0.9664	0.9831
0.1035	2.9187	1938	0.9377	0.5676	0.9377	0.9683
0.1035	2.9217	1940	0.9646	0.5676	0.9646	0.9822
0.1035	2.9247	1942	1.0416	0.5448	1.0416	1.0206
0.1035	2.9277	1944	1.2134	0.4404	1.2134	1.1015
0.1035	2.9307	1946	1.3191	0.4737	1.3191	1.1485
0.1035	2.9337	1948	1.3017	0.4737	1.3017	1.1409
0.1035	2.9367	1950	1.2424	0.4404	1.2424	1.1146
0.1035	2.9398	1952	1.1385	0.4761	1.1385	1.0670
0.1035	2.9428	1954	1.0942	0.5188	1.0942	1.0461
0.1035	2.9458	1956	1.0479	0.5616	1.0479	1.0236
0.1035	2.9488	1958	1.0439	0.5162	1.0439	1.0217
0.1035	2.9518	1960	1.0919	0.5368	1.0919	1.0449
0.1035	2.9548	1962	1.0810	0.5468	1.0810	1.0397
0.1035	2.9578	1964	0.9762	0.5162	0.9762	0.9880
0.1035	2.9608	1966	0.9107	0.5405	0.9107	0.9543
0.1035	2.9639	1968	0.9490	0.5405	0.9490	0.9741
0.1035	2.9669	1970	1.0253	0.5616	1.0253	1.0125
0.1035	2.9699	1972	1.0312	0.5616	1.0312	1.0155
0.1035	2.9729	1974	1.1113	0.5808	1.1113	1.0542
0.1035	2.9759	1976	1.1274	0.5043	1.1274	1.0618
0.1035	2.9789	1978	1.1446	0.5043	1.1446	1.0699
0.1035	2.9819	1980	1.1024	0.5591	1.1024	1.0500
0.1035	2.9849	1982	1.0651	0.5591	1.0651	1.0321
0.1035	2.9880	1984	1.0764	0.5591	1.0764	1.0375
0.1035	2.9910	1986	1.1593	0.5755	1.1593	1.0767
0.1035	2.9940	1988	1.3107	0.4223	1.3107	1.1448
0.1035	2.9970	1990	1.3659	0.4634	1.3659	1.1687
0.1035	3.0	1992	1.3489	0.5031	1.3489	1.1614
0.1035	3.0030	1994	1.2747	0.4652	1.2747	1.1290
0.1035	3.0060	1996	1.1177	0.5887	1.1177	1.0572
0.1035	3.0090	1998	1.0226	0.5887	1.0226	1.0112
0.0838	3.0120	2000	0.9123	0.5562	0.9123	0.9551
0.0838	3.0151	2002	0.8611	0.6114	0.8611	0.9280
0.0838	3.0181	2004	0.8550	0.6154	0.8550	0.9246
0.0838	3.0211	2006	0.9031	0.6076	0.9031	0.9503
0.0838	3.0241	2008	0.8952	0.5586	0.8952	0.9462
0.0838	3.0271	2010	0.8601	0.5757	0.8601	0.9274
0.0838	3.0301	2012	0.7694	0.6116	0.7694	0.8772
0.0838	3.0331	2014	0.7550	0.6159	0.7550	0.8689
0.0838	3.0361	2016	0.7999	0.6116	0.7999	0.8944
0.0838	3.0392	2018	0.9105	0.5511	0.9105	0.9542
0.0838	3.0422	2020	1.0167	0.5871	1.0167	1.0083
0.0838	3.0452	2022	1.1052	0.5521	1.1052	1.0513
0.0838	3.0482	2024	1.1388	0.5013	1.1388	1.0671
0.0838	3.0512	2026	1.1206	0.5043	1.1206	1.0586
0.0838	3.0542	2028	1.1764	0.4625	1.1764	1.0846
0.0838	3.0572	2030	1.2784	0.4375	1.2784	1.1307
0.0838	3.0602	2032	1.2799	0.4375	1.2799	1.1313
0.0838	3.0633	2034	1.2253	0.4637	1.2253	1.1069
0.0838	3.0663	2036	1.0968	0.5403	1.0968	1.0473
0.0838	3.0693	2038	1.0220	0.5702	1.0220	1.0109
0.0838	3.0723	2040	0.9940	0.5733	0.9940	0.9970
0.0838	3.0753	2042	1.0138	0.5263	1.0138	1.0069
0.0838	3.0783	2044	1.1021	0.5635	1.1021	1.0498
0.0838	3.0813	2046	1.0777	0.5635	1.0777	1.0381
0.0838	3.0843	2048	1.0649	0.5659	1.0649	1.0319
0.0838	3.0873	2050	1.0585	0.5588	1.0585	1.0288
0.0838	3.0904	2052	0.9960	0.5100	0.9960	0.9980
0.0838	3.0934	2054	0.9669	0.5527	0.9669	0.9833
0.0838	3.0964	2056	0.9870	0.5527	0.9870	0.9935
0.0838	3.0994	2058	0.9678	0.55	0.9678	0.9838
0.0838	3.1024	2060	0.9638	0.55	0.9638	0.9817
0.0838	3.1054	2062	0.9894	0.55	0.9894	0.9947
0.0838	3.1084	2064	1.0095	0.5473	1.0095	1.0047
0.0838	3.1114	2066	1.0578	0.5448	1.0578	1.0285
0.0838	3.1145	2068	1.1007	0.5720	1.1007	1.0492
0.0838	3.1175	2070	1.1821	0.4976	1.1821	1.0872
0.0838	3.1205	2072	1.1992	0.4275	1.1992	1.0951
0.0838	3.1235	2074	1.1353	0.5125	1.1353	1.0655
0.0838	3.1265	2076	1.0448	0.5765	1.0448	1.0222
0.0838	3.1295	2078	0.9626	0.5527	0.9626	0.9811
0.0838	3.1325	2080	0.9110	0.5527	0.9110	0.9545
0.0838	3.1355	2082	0.8871	0.5527	0.8871	0.9419
0.0838	3.1386	2084	0.8779	0.5527	0.8779	0.9370
0.0838	3.1416	2086	0.8883	0.5476	0.8883	0.9425
0.0838	3.1446	2088	0.9364	0.5801	0.9364	0.9677
0.0838	3.1476	2090	0.9773	0.5862	0.9773	0.9886
0.0838	3.1506	2092	1.0296	0.5541	1.0296	1.0147
0.0838	3.1536	2094	0.9773	0.5801	0.9773	0.9886
0.0838	3.1566	2096	0.8739	0.5946	0.8739	0.9348
0.0838	3.1596	2098	0.7986	0.5734	0.7986	0.8937
0.0838	3.1627	2100	0.8121	0.5734	0.8121	0.9012
0.0838	3.1657	2102	0.8352	0.5708	0.8352	0.9139
0.0838	3.1687	2104	0.8928	0.5946	0.8928	0.9449
0.0838	3.1717	2106	1.0144	0.5065	1.0144	1.0072
0.0838	3.1747	2108	1.1211	0.5109	1.1211	1.0588
0.0838	3.1777	2110	1.1388	0.5095	1.1388	1.0671
0.0838	3.1807	2112	1.0668	0.5068	1.0668	1.0329
0.0838	3.1837	2114	0.9989	0.5527	0.9989	0.9995
0.0838	3.1867	2116	0.9395	0.5527	0.9395	0.9693
0.0838	3.1898	2118	0.9126	0.5527	0.9126	0.9553
0.0838	3.1928	2120	0.9417	0.5065	0.9417	0.9704
0.0838	3.1958	2122	0.9775	0.5635	0.9775	0.9887
0.0838	3.1988	2124	1.0003	0.5246	1.0003	1.0001
0.0838	3.2018	2126	1.0112	0.5246	1.0112	1.0056
0.0838	3.2048	2128	0.9703	0.5702	0.9703	0.9850
0.0838	3.2078	2130	0.9163	0.5765	0.9163	0.9572
0.0838	3.2108	2132	0.8729	0.5527	0.8729	0.9343
0.0838	3.2139	2134	0.8784	0.5527	0.8784	0.9372
0.0838	3.2169	2136	0.8886	0.5527	0.8886	0.9427
0.0838	3.2199	2138	0.8605	0.5527	0.8605	0.9276
0.0838	3.2229	2140	0.8943	0.5527	0.8943	0.9457
0.0838	3.2259	2142	0.9624	0.5765	0.9624	0.9810
0.0838	3.2289	2144	0.9877	0.4407	0.9877	0.9938
0.0838	3.2319	2146	1.0413	0.4538	1.0413	1.0204
0.0838	3.2349	2148	1.0457	0.4538	1.0457	1.0226
0.0838	3.2380	2150	1.0075	0.4258	1.0075	1.0038
0.0838	3.2410	2152	1.0028	0.4656	1.0028	1.0014
0.0838	3.2440	2154	0.9789	0.4656	0.9789	0.9894
0.0838	3.2470	2156	0.9905	0.4153	0.9905	0.9952
0.0838	3.25	2158	0.9594	0.4258	0.9594	0.9795
0.0838	3.2530	2160	0.9109	0.6093	0.9109	0.9544
0.0838	3.2560	2162	0.9226	0.5676	0.9226	0.9605
0.0838	3.2590	2164	1.0078	0.4794	1.0078	1.0039
0.0838	3.2620	2166	1.1115	0.5213	1.1115	1.0543
0.0838	3.2651	2168	1.1304	0.5197	1.1304	1.0632
0.0838	3.2681	2170	1.1473	0.5461	1.1473	1.0711
0.0838	3.2711	2172	1.0452	0.5542	1.0452	1.0224
0.0838	3.2741	2174	0.9120	0.5763	0.9120	0.9550
0.0838	3.2771	2176	0.8210	0.5641	0.8210	0.9061
0.0838	3.2801	2178	0.8261	0.5558	0.8261	0.9089
0.0838	3.2831	2180	0.8501	0.5558	0.8501	0.9220
0.0838	3.2861	2182	0.8563	0.5558	0.8563	0.9254
0.0838	3.2892	2184	0.8421	0.5476	0.8421	0.9177
0.0838	3.2922	2186	0.8841	0.6093	0.8841	0.9403
0.0838	3.2952	2188	0.9459	0.5154	0.9459	0.9726
0.0838	3.2982	2190	0.9239	0.5527	0.9239	0.9612
0.0838	3.3012	2192	0.9207	0.5378	0.9207	0.9595
0.0838	3.3042	2194	0.9328	0.5378	0.9328	0.9658
0.0838	3.3072	2196	0.9030	0.5527	0.9030	0.9502
0.0838	3.3102	2198	0.8409	0.6093	0.8409	0.9170
0.0838	3.3133	2200	0.8366	0.5641	0.8366	0.9146
0.0838	3.3163	2202	0.8312	0.6036	0.8312	0.9117
0.0838	3.3193	2204	0.8286	0.6036	0.8286	0.9103
0.0838	3.3223	2206	0.8789	0.5919	0.8789	0.9375
0.0838	3.3253	2208	0.9069	0.5919	0.9069	0.9523
0.0838	3.3283	2210	0.9575	0.5659	0.9575	0.9785
0.0838	3.3313	2212	0.9353	0.5659	0.9353	0.9671
0.0838	3.3343	2214	0.9112	0.5336	0.9112	0.9546
0.0838	3.3373	2216	0.9357	0.5619	0.9357	0.9673
0.0838	3.3404	2218	1.0266	0.5207	1.0266	1.0132
0.0838	3.3434	2220	1.1764	0.5353	1.1764	1.0846
0.0838	3.3464	2222	1.3020	0.3950	1.3020	1.1411
0.0838	3.3494	2224	1.3215	0.375	1.3215	1.1496
0.0838	3.3524	2226	1.3091	0.4400	1.3091	1.1442
0.0838	3.3554	2228	1.1930	0.4988	1.1930	1.0922
0.0838	3.3584	2230	1.0247	0.4803	1.0247	1.0123
0.0838	3.3614	2232	0.9246	0.5378	0.9246	0.9615
0.0838	3.3645	2234	0.8858	0.5798	0.8858	0.9412
0.0838	3.3675	2236	0.8878	0.5946	0.8878	0.9422
0.0838	3.3705	2238	0.9548	0.5038	0.9548	0.9772
0.0838	3.3735	2240	1.0168	0.5213	1.0168	1.0084
0.0838	3.3765	2242	1.0590	0.5081	1.0590	1.0291
0.0838	3.3795	2244	1.0847	0.5081	1.0847	1.0415
0.0838	3.3825	2246	1.0922	0.4988	1.0922	1.0451
0.0838	3.3855	2248	1.1094	0.4988	1.1094	1.0533
0.0838	3.3886	2250	1.0772	0.4659	1.0772	1.0379
0.0838	3.3916	2252	1.0427	0.4659	1.0427	1.0211
0.0838	3.3946	2254	0.9852	0.5013	0.9852	0.9926
0.0838	3.3976	2256	0.9368	0.5038	0.9368	0.9679
0.0838	3.4006	2258	0.9663	0.5246	0.9663	0.9830
0.0838	3.4036	2260	1.0274	0.5246	1.0274	1.0136
0.0838	3.4066	2262	1.0079	0.5246	1.0079	1.0040
0.0838	3.4096	2264	0.9113	0.5586	0.9113	0.9546
0.0838	3.4127	2266	0.8083	0.6093	0.8083	0.8991
0.0838	3.4157	2268	0.7884	0.6239	0.7884	0.8879
0.0838	3.4187	2270	0.8240	0.6093	0.8240	0.9077
0.0838	3.4217	2272	0.8696	0.5946	0.8696	0.9325
0.0838	3.4247	2274	0.9472	0.5100	0.9472	0.9733
0.0838	3.4277	2276	1.0717	0.5154	1.0717	1.0352
0.0838	3.4307	2278	1.1744	0.5109	1.1744	1.0837
0.0838	3.4337	2280	1.2119	0.4988	1.2119	1.1009
0.0838	3.4367	2282	1.1699	0.4886	1.1699	1.0816
0.0838	3.4398	2284	1.0374	0.4957	1.0374	1.0185
0.0838	3.4428	2286	0.9305	0.5527	0.9305	0.9646
0.0838	3.4458	2288	0.8571	0.5527	0.8571	0.9258
0.0838	3.4488	2290	0.8584	0.5946	0.8584	0.9265
0.0838	3.4518	2292	0.9131	0.5065	0.9131	0.9556
0.0838	3.4548	2294	0.9848	0.5565	0.9848	0.9924
0.0838	3.4578	2296	1.0821	0.5446	1.0821	1.0403
0.0838	3.4608	2298	1.1471	0.5446	1.1471	1.0710
0.0838	3.4639	2300	1.1321	0.5446	1.1321	1.0640
0.0838	3.4669	2302	1.0077	0.5565	1.0077	1.0039
0.0838	3.4699	2304	0.8811	0.5527	0.8811	0.9387
0.0838	3.4729	2306	0.8238	0.5946	0.8238	0.9076
0.0838	3.4759	2308	0.8302	0.5527	0.8302	0.9111
0.0838	3.4789	2310	0.9069	0.5205	0.9069	0.9523
0.0838	3.4819	2312	0.9721	0.5163	0.9721	0.9860
0.0838	3.4849	2314	1.0796	0.5638	1.0796	1.0390
0.0838	3.4880	2316	1.1601	0.5500	1.1601	1.0771
0.0838	3.4910	2318	1.1629	0.5500	1.1629	1.0784
0.0838	3.4940	2320	1.0736	0.5138	1.0736	1.0361
0.0838	3.4970	2322	0.9884	0.5100	0.9884	0.9942
0.0838	3.5	2324	0.9295	0.5527	0.9295	0.9641
0.0838	3.5030	2326	0.9126	0.5527	0.9126	0.9553
0.0838	3.5060	2328	0.9305	0.5527	0.9305	0.9646
0.0838	3.5090	2330	1.0230	0.5300	1.0230	1.0114
0.0838	3.5120	2332	1.0613	0.4923	1.0613	1.0302
0.0838	3.5151	2334	1.0265	0.4944	1.0265	1.0131
0.0838	3.5181	2336	1.0122	0.4823	1.0122	1.0061
0.0838	3.5211	2338	1.0189	0.4823	1.0189	1.0094
0.0838	3.5241	2340	0.9705	0.5248	0.9705	0.9852
0.0838	3.5271	2342	0.9569	0.5248	0.9569	0.9782
0.0838	3.5301	2344	0.9618	0.5248	0.9618	0.9807
0.0838	3.5331	2346	1.0149	0.4813	1.0149	1.0074
0.0838	3.5361	2348	1.0732	0.4924	1.0732	1.0360
0.0838	3.5392	2350	1.1116	0.4522	1.1116	1.0543
0.0838	3.5422	2352	1.1100	0.4522	1.1100	1.0536
0.0838	3.5452	2354	1.1686	0.5206	1.1686	1.0810
0.0838	3.5482	2356	1.1654	0.5013	1.1654	1.0795
0.0838	3.5512	2358	1.1714	0.5142	1.1714	1.0823
0.0838	3.5542	2360	1.1299	0.5350	1.1299	1.0629
0.0838	3.5572	2362	1.0736	0.5350	1.0736	1.0362
0.0838	3.5602	2364	1.0015	0.5765	1.0015	1.0008
0.0838	3.5633	2366	0.9798	0.5765	0.9798	0.9898
0.0838	3.5663	2368	0.9726	0.5765	0.9726	0.9862
0.0838	3.5693	2370	1.0164	0.5336	1.0164	1.0082
0.0838	3.5723	2372	1.0223	0.5336	1.0223	1.0111
0.0838	3.5753	2374	0.9562	0.5726	0.9562	0.9779
0.0838	3.5783	2376	0.9518	0.6173	0.9518	0.9756
0.0838	3.5813	2378	0.9261	0.6173	0.9261	0.9624
0.0838	3.5843	2380	0.9270	0.6173	0.9270	0.9628
0.0838	3.5873	2382	0.9889	0.55	0.9889	0.9945
0.0838	3.5904	2384	1.0962	0.5169	1.0962	1.0470
0.0838	3.5934	2386	1.1833	0.4848	1.1833	1.0878
0.0838	3.5964	2388	1.1827	0.4867	1.1827	1.0875
0.0838	3.5994	2390	1.1121	0.4655	1.1121	1.0546
0.0838	3.6024	2392	1.0185	0.4928	1.0185	1.0092
0.0838	3.6054	2394	0.9996	0.5093	0.9996	0.9998
0.0838	3.6084	2396	1.0588	0.4522	1.0588	1.0290
0.0838	3.6114	2398	1.1055	0.4522	1.1055	1.0514
0.0838	3.6145	2400	1.1996	0.4375	1.1996	1.0953
0.0838	3.6175	2402	1.2407	0.4375	1.2407	1.1139
0.0838	3.6205	2404	1.2162	0.4227	1.2162	1.1028
0.0838	3.6235	2406	1.2200	0.4617	1.2200	1.1045
0.0838	3.6265	2408	1.1974	0.4617	1.1974	1.0942
0.0838	3.6295	2410	1.1232	0.4771	1.1232	1.0598
0.0838	3.6325	2412	1.0256	0.4498	1.0256	1.0127
0.0838	3.6355	2414	0.9412	0.4984	0.9412	0.9702
0.0838	3.6386	2416	0.9170	0.5248	0.9170	0.9576
0.0838	3.6416	2418	0.9475	0.5248	0.9475	0.9734
0.0838	3.6446	2420	1.0279	0.4813	1.0279	1.0139
0.0838	3.6476	2422	1.1040	0.4375	1.1040	1.0507
0.0838	3.6506	2424	1.1446	0.4375	1.1446	1.0699
0.0838	3.6536	2426	1.1767	0.4952	1.1767	1.0847
0.0838	3.6566	2428	1.1712	0.4952	1.1712	1.0822
0.0838	3.6596	2430	1.1278	0.5075	1.1278	1.0620
0.0838	3.6627	2432	1.0323	0.5056	1.0323	1.0160
0.0838	3.6657	2434	0.9093	0.5681	0.9093	0.9536
0.0838	3.6687	2436	0.8750	0.5681	0.8750	0.9354
0.0838	3.6717	2438	0.8661	0.5681	0.8661	0.9306
0.0838	3.6747	2440	0.9155	0.5681	0.9155	0.9568
0.0838	3.6777	2442	1.0131	0.5072	1.0131	1.0065
0.0838	3.6807	2444	1.1038	0.4375	1.1038	1.0506
0.0838	3.6837	2446	1.1261	0.4375	1.1261	1.0612
0.0838	3.6867	2448	1.1519	0.4375	1.1519	1.0733
0.0838	3.6898	2450	1.1054	0.4498	1.1054	1.0514
0.0838	3.6928	2452	1.0878	0.4498	1.0878	1.0430
0.0838	3.6958	2454	1.0996	0.4498	1.0996	1.0486
0.0838	3.6988	2456	1.1085	0.4107	1.1085	1.0529
0.0838	3.7018	2458	1.0852	0.4498	1.0852	1.0417
0.0838	3.7048	2460	1.0479	0.4498	1.0479	1.0237
0.0838	3.7078	2462	1.0320	0.4525	1.0320	1.0159
0.0838	3.7108	2464	0.9595	0.4985	0.9595	0.9796
0.0838	3.7139	2466	0.9142	0.5946	0.9142	0.9561
0.0838	3.7169	2468	0.9430	0.5726	0.9430	0.9711
0.0838	3.7199	2470	0.9498	0.6173	0.9498	0.9746

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